tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=18
objective=quantile
feature_names=weekly_hours_final work_days employees founded revenue hire_count ksco_code industry job_category career education employ_type sigungu severance insurance work_form is_fulltime 기업규모구간 기업형태
feature_infos=[1:67.5] [1:7] [0:44960] [1953:2026] [1:260470730000] [1:888] -1:3:8:7:1:2:4:6:0 -1:209:241:272:267:98:524:39:90:359:293:129:133:516:253:281:1:84:542:32:17:107:117:444:360:0:94:301:325:333:93:28:36:166:252:187:77:115:315:388:519:173:237:335:485:551:105:147:161:292:391:552:14:60:89:358:474:109:217:37:82:114:144:246:316:373:412:103:171:214:298:317:365:407:410:553:559:53:108:116:125:136:142:143:206:351:380:393:477:21:79:88:130:148:208:337:375:392:26:64:96:111:172:304:377:389:413:418:498:539:13:58:81:95:139:259:275:310:2:4:16:43:46:72:113:126:175:183:213:223:224:247:306:314:352:420:480:550:15:25:41:45:54:76:91:101:106:119:121:168:182:216:236:251:282:290:300:336:379:419:421:423:424:432:450:454:455:460:461:545:547:5:11:19:22:24:49:61:63:75:85:92:120:123:128:176:189:194:207:212:233:254:255:257:258:263:268:271:278:285:326:334:339:341:343:345:361:363:371:378:381:383:405:409:411:438:446:479:486:487:511:517:518:528:530:531:533:543:557:560 -1:728:425:210:647:492:648:354:35:726:34:395:588:255:397:369:915:814:4:43:363:940:160:159:28:30:601:621:739:838:436:619:66:256:815:123:144:303:390:834:941:33:476:671:830:52:141:158:377:426:691:828:903:31:211:360:609:27:566:653:693:715:75:253:254:376:618:649:658:664:688:735:752:899:38:69:70:130:189:261:313:375:577:678:725:832:32:67:129:262:350:572:620:710:769:843:884:895:40:89:138:173:177:266:359:488:498:529:559:718:741:867:916:60:100:137:145:172:179:187:191:195:265:306:325:374:396:432:485:508:542:551:562:667:716:742:753:823:825:853:892:898:945:47:53:61:64:71:106:115:116:117:135:146:165:171:188:194:197:205:209:216:230:242:244:264:274:275:284:290:336:365:402:406:464:467:530:541:568:576:578:587:607:611:661:684:689:708:738:740:745:766:860:863:889:890:894:906:938:939 -1:43:44:46:34:45:37:39:36:0:8:30:7:17:9:18:21:47:13:38:41:12:19:24:2:15:22:23:48 -1:8:0:4:5:2:1 -1:2:5:83:42:14:15:63:41:52:48:0:64:26:31:37:51:76:45:1:49:75:27:18:36:56:79:3:80:7:8:11:13:55:6:46:67:21:30:33:54:60:74 -1:1:37:15:16:6:13:5:8:14:11:20:24:10:17:26:33:30 -1:1:2:3:0 -1:13:4:17:7:0:5:14:3:15 -1:26:31:27:21:23:20:19:32:50 -1:1:0 -1:3:1:5:4:2:0 -1:2:0
tree_sizes=2704 2871 2874 2790 3037 2903 2945 3002 3083 2881 3117 2999 3153 3032 3110 2948 3060 2879 2898 3034 3126 3233 3025 3164 3169 2942 3204 3036 2980 2791 3030 3142 3057 3137 3047 3052 3120 2899 3226 3171 3143 3275 3173 3080 3149 3170 2975 3056 3186 3076 3023 3083 3056 3080 3178 3112 3062 3139 3167 3078 3245 3189 3128 3050 3049 2992 3209 3114 2893 3099 3047 3000 3190 3158 3225 3083 3153 3228 3243 3100 3077 3194 3128 3327 3259 3027 3056 3113 3208 3197 3290 3250 3035 3019 3114 3069 3188 3212 3252 3195 3113 3216 3208 3128 3053 3136 3039 3233 3116 3164 2870 3138 3032 3077 3150 3140 3018 3256 3067 3202 3205 3199 3136 3105 3238 3012 3204 3125 3196 3193 3114 3068 3240 3210 3047 3093 3160 3210 3076 3221 3209 3122 3055 3143 3258 3282 3194 3115 3109 3218 3060 2866 3165 3307 3184 3223 3034 3078 3198 3075 3205 2997 3264 3273 3201 3099 3181 3241 3065 3079 3088 3271 3329 3205 3134 3048 3236 3123 3035 3217 3102 3230 2890 3203 3287 3090 3048 3091 2897 3038 3115 3130 2947 3075 3164 3039 3065 2987 3018 3127 3044 2996 3233 3118 3269 3208 3211 3195 3306 3135 3011 2942 3065 3201 3142 3194 3179 2853 3144 3138 3125 2986 2964 3143 3260 3270 3141 3204 3032 3043 3146 3033 2879 2899 3082 3215 3189 3065 3210 3160 3108 3118 3180 3010 3078 3055 3154 3029 3177 3107 3276 3070 3014 3246 3165 3213 3271 3115 3233 2882 3079 3140 3146 2996 3041 3204 3218 3339 3293 3230 3135 3274 3111 3100 3037 2851 3301 3142 3236 3218 2987 3140 3032 3150 3053 3101 3162 3139 3055 2992 3043 3131 3095 3254 3073 3140 3104 3107 3050 3164 3019 3061 3121 3163 3166 3137 3156 3173 3144 3084 3117 3162 3125 3052 3163 3299 3281 3032 3188 3014 3051 3229 3177 3168 3072 3114 3085 3130 3021 3092 3026 3179 3185 3307 3130 3158 3235 2874 3169 3213 3094 3199 3009 3180 3278 3188 3003 3189 3246 3114 3053 3050 3268 3078 3174 3123 3130 3136 3044 3224 3136 3150 3076 3226 3157 3084 3099 3192 3162 3125 3089 3114 3205 3058 3051 3250 3158 3239 3221 3056 3217 3106 3042 3133 3141 3179 3182 3158 3190 3218 3150 2882 3151 3075 3192 2909 3115 3040 3045 3046 3146 3096 3132 3083 3192 2882 3069 3320 3078 3118 3165 3072 3091 3074 3267 3122 3203 3048 3087 3066 3073 3247 3105 3097 3189 3139 3118 3103 3024 3153 3250 3074 3100 3177 3201 3170 2988 3085 3208 3138 3113 3095 3041 3171 3243 3075 3139 3082 3152 3213 3092 3109 3113 3061 3035 3159 3060 3155 3197 3130 3012 3151 3095 3146 3216 3042 3096 3182 3206 3088 3161 3232 3254 3158 3070 3145 3133 3263 3144 3116 3314 3113 3051 3208 2969 3058 3087 3009 3109 3009 3096 3101 3132 3081 3058 3242 3149 3133 3183 3039 3254 3040 3269 3214 3205 3096 3043 2998 3079 3225 3161 3083 3054 3116 3304 3161 3115 3050 3178 3019 3127 2940 2915 3115 3251 3133 3238 3225 3217 3208 3077 3092 3200 2990 3015 2909 3120 3299 2995 3215 3248 3058 3091 3087 3060 3261 3091 3112 3050 3142 3185 3122 3237 3061 3120 3087 3091 3107 3087 3042 3192 3057 3150 3200 3022 3078 3254 3212 3165 3061 3101 3084 3046 3146 3098 3161 3101 3149 2995 3006 3255 3131 3038 3062 3321 3118 3182 3044 3056 3137 3085 3110 3084 3153 3137 2992 3081 3101 3139 3018 3267 3153 3180 3081 3117 2865 3170 3227 3071 3137 3205 3124 2902 3108 3124 3151 3079 2885 3032 3155 3246 3057 3099 3192 3132 3093 2889 3110 2870 3178 3076 3147 3084 3173 3094 3086 3031 3193 3043 2976 3106 3122 3129 3081 3019 3061 2867 3118 2888 3239 3092 3164 3192 3204 3141 3137 3199 3073 3087 3123 3104 3062 3098 3001 3133 3173 3067 2906 3227 3137 3222 3104 3163 3085 3108 2864 3105 3172 3148 3057 3137 3127 2907 3182 3206 3152 3037 3110 2975 3182 3178 3113 3081 3079 3127 3247 3120 3069 3133 3012 3053 3172 2890 3113 3008 2950 3014 2894 3105 3193 3066 3074 3128 3126 3147 3058 3196 3177 3101 3016 3101 3157 3229 3160 3074 3093 2999 3093 3131 3175 3121 3065 3150 2987 3059 3144 3269 3204 3178 3298 3163 3213 3139 3141 3287 3126 3088 3265 3165 3121 3071 3014 3034 3000 3233 3184 3154 3176 3081 3041 3140 3040 2957 3070 3213 3162 3211 3060 3047 3069 3258 2862 3260 3067 2983 3112 3093 3092 3187 3025 3171 2928 3143 3075 3244 3136 2865 3188 3113 3260 3206 3098 3165 2998 3195 2903 3221 3076 3212 3126 3134 3126 3104 3191 3219 3143 3054 3096 3104 3084 3057 3228 2909 3165 3015 3172 3138 3234 3233 3192 3097 3266 3173 3109 3129 2939 3112 3194 2998 3127 3072 2870 2905 3163 3073 2953 3162 3096 3160 3051 3190 3014 3047 3185 3159 3044 3120 3111 3181 3217 3278 3273 3072 3012 3091 3156 3229 3177 3287 3027 3145 3025 3011 3167 3032 3052 3135 3133 3276 3123 2863 3161 3050 3106 3191 3082 3138 3105 3144 3169 3095 3062 3079 3065 3104 3206 3104 3071 3120 3143 3134 2975 3232 3082 2992 3244 3059 3068 3040 3026

Tree=0
num_leaves=31
num_cat=11
split_feature=8 0 7 0 9 0 0 6 18 1 0 12 12 18 2 12 2 12 2 2 1 17 2 0 2 2 2 2 2 2
split_gain=116.588 11.723 8.14415 7.54447 4.20134 4.31719 3.61446 3.03582 2.67326 2.58676 2.54626 2.06614 1.21147 0.956725 1.06041 0.873352 1.00887 0.791065 0.786803 0.781292 0.752136 0.852475 0.611399 0.549569 0.519744 0.799654 0.490841 0.568885 0.738367 0.488068
threshold=0 48.175000000000004 1 24.500000000000004 2 42.250000000000007 42.250000000000007 3 4 3.5000000000000004 21.500000000000004 5 6 7 5.5000000000000009 8 29.500000000000004 9 11.500000000000002 59.500000000000007 5.5000000000000009 10 86.500000000000014 39.07500000000001 14.500000000000002 66.500000000000014 163.00000000000003 28.500000000000004 7.5000000000000009 20.500000000000004
decision_type=9 8 9 10 9 10 10 9 9 10 10 9 9 9 10 9 10 9 10 10 8 9 10 10 8 10 8 10 10 10
left_child=3 2 11 9 5 7 12 17 -3 -1 -9 18 23 29 -15 -6 -17 -4 -2 -20 21 -12 -18 -5 -23 -26 27 28 -19 -7
right_child=1 8 4 6 15 13 -8 10 -10 -11 20 -13 -14 14 -16 16 22 26 19 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=9.2419357299804688 9.241913986207674 9.2419357299804688 9.2428117370605474 9.2419357299804688 9.2445896530151366 9.2418047944071269 9.2419357299804688 9.2419357299804688 9.2419357299804688 9.2419357299804688 9.241892242431641 9.2419313812345933 9.241892242431641 9.2416281128067208 9.2418549194399162 9.2438879394531241 9.2419357299804688 9.241892242431641 9.241892242431641 9.2419270324725176 9.2422446060339905 9.2447626114110673 9.2466936875123338 9.2419357299804688 9.2419357299804688 9.2432939453669487 9.244559143075044 9.2419357299804688 9.2432451172262464 9.2419357299804688
leaf_weight=126 26 29 230 36 412 50 55 34 56 470 127 140 191 31 43 224 47 34 46 29 71 35 25 85 39 47 58 32 49 25
leaf_count=126 26 29 230 36 412 50 55 34 56 470 127 140 191 31 43 224 47 34 46 29 71 35 25 85 39 47 58 32 49 25
internal_value=9.23368 9.23941 9.24007 9.2224 9.24113 9.23934 9.22679 9.24054 9.22496 9.2194 9.2379 9.23338 9.22854 9.23311 9.22988 9.24343 9.24175 9.24293 9.22876 9.22536 9.23892 9.23789 9.23766 9.23439 9.24075 9.23899 9.24091 9.23935 9.24113 9.23641
internal_weight=2902 1939 1854 963 1613 905 367 756 85 596 353 241 312 149 74 708 296 403 101 75 319 248 72 121 121 86 173 115 83 75
internal_count=2902 1939 1854 963 1613 905 367 756 85 596 353 241 312 149 74 708 296 403 101 75 319 248 72 121 121 86 173 115 83 75
cat_boundaries=0 23 37 39 40 41 42 43 44 46 48 49
cat_threshold=0 12 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 33558528 0 384 0 20971520 0 0 1073741824 2621444 589824 0 131072 131072 33554432 8192 0 256 0 268435456 1 14336 30 4 114784 16779330 4 134466 34 16787746 34 26
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=10
split_feature=0 8 0 6 0 2 7 18 12 6 5 2 0 2 2 3 0 7 9 0 4 2 9 12 3 2 4 2 2 3
split_gain=110.268 17.6411 13.04 10.3546 6.17526 3.07932 2.91953 2.24876 1.40403 1.53547 1.39041 1.59231 1.22621 0.811847 0.794801 0.756774 0.736884 0.614683 0.534688 0.636445 0.565496 0.84639 0.456401 0.539378 0.595332 0.455635 0.751102 0.553531 0.449443 0.421657
threshold=24.500000000000004 0 48.175000000000004 1 44.07500000000001 24.500000000000004 2 3 4 5 1.0000000180025095e-35 29.500000000000004 9.5000000000000018 20.500000000000004 14.500000000000002 2003.5000000000002 44.07500000000001 6 7 40.675000000000004 950.00000000000011 18.500000000000004 8 9 2000.5000000000002 7.5000000000000009 10510.500000000002 22.500000000000004 21.500000000000004 1995.5000000000002
decision_type=10 9 10 9 10 8 9 9 9 9 10 10 10 10 10 8 10 9 9 10 10 10 9 9 10 8 8 10 10 10
left_child=3 4 6 12 10 -5 -3 -4 9 14 11 -2 -1 -6 -8 -13 29 -10 20 22 21 -19 -20 24 -24 -12 -27 -28 -21 -11
right_child=1 2 7 5 13 -7 8 -9 17 16 25 15 -14 -15 -16 -17 -18 18 19 28 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0 -4.3400573870440064e-05 -4.1748046875014213e-05 0 0 0 -5.3352052514185248e-05 -3.7065115928649021e-06 0 0.0020257781978818912 1.7395019531107892e-06 1.7395019531107892e-06 -0.00042847442580161042 0 0 -4.3313598396936471e-05 -4.1748046875014213e-05 -0.0013624351446099667 1.0490234803627997e-05 0.0054117073588525952 3.232421622101356e-06 0.00053941699257342149 -5.6704590069064449e-05 -4.1748046875014213e-05 1.7395019531107892e-06 0.00012176910531923625 -4.2617797786768107e-05 -4.1748046875014213e-05 9.0454104257674229e-07 -0.00010615692138671307 0.0024337894212147675
leaf_weight=105 156 121 29 69 25 46 58 52 217 221 25 25 477 36 92 88 36 69 220 76 28 50 78 272 25 26 38 35 29 69
leaf_count=105 156 121 29 69 25 46 58 52 217 221 25 25 477 36 92 88 36 69 220 76 28 50 78 272 25 26 38 35 29 69
internal_value=-0.00674084 -0.00233773 -0.000474615 -0.0205903 -0.00925591 -0.00714286 0.000291216 -0.0160488 0.000773695 -0.00101848 -0.00758376 -0.0092 -0.0227184 -0.0212258 -0.0042236 -0.00550877 0.000545994 0.00157767 0.00105828 0.00151899 -0.00108861 -0.00236667 0.00204698 0.00108808 -0.00129825 -0.004032 -0.00524 -0.00308108 -0.00132075 0.00123711
internal_weight=2893 2196 1742 697 454 115 1661 81 1540 476 393 269 582 61 150 113 326 1064 847 700 147 119 595 375 103 124 99 73 105 290
internal_count=2893 2196 1742 697 454 115 1661 81 1540 476 393 269 582 61 150 113 326 1064 847 700 147 119 595 375 103 124 99 73 105 290
cat_boundaries=0 29 30 41 42 43 44 61 63 65 66
cat_threshold=268435456 12 0 0 2147483648 0 262144 0 0 0 0 131072 2048 0 0 0 0 0 33558528 0 384 0 0 0 0 0 0 0 524288 8 0 0 0 0 2 0 131072 131072 0 8192 8192 4 16861280 384 0 1 1073741824 0 32 0 0 0 2048 0 32 128 0 268435456 0 0 1073745936 0 20480 0 180 67272960
is_linear=0
shrinkage=0.04


Tree=2
num_leaves=31
num_cat=7
split_feature=8 0 0 8 0 18 12 1 2 3 1 0 2 3 0 2 2 8 2 2 18 0 2 2 2 2 6 2 2 2
split_gain=113.798 18.6094 16.5922 6.60117 4.30181 4.02223 2.23567 2.2334 1.47118 1.25255 1.568 1.13891 0.840216 0.766328 0.702599 0.526607 0.508455 0.498091 0.468446 0.452405 0.450847 0.381609 0.339631 0.718003 0.717922 0.327703 0.573891 0.426857 0.29815 0.370893
threshold=0 24.500000000000004 48.175000000000004 1 39.07500000000001 2 3 3.5000000000000004 72.500000000000014 1995.5000000000002 1.5000000000000002 43.175000000000004 4.5000000000000009 2018.5000000000002 26.500000000000004 37.500000000000007 22.500000000000004 4 44.500000000000007 13.500000000000002 5 35.250000000000007 18.500000000000004 56.500000000000007 5.5000000000000009 111.00000000000001 6 45.500000000000007 17.500000000000004 11.500000000000002
decision_type=9 10 10 9 10 9 9 10 10 10 10 10 8 8 10 10 10 9 8 10 9 8 10 10 10 8 9 10 10 10
left_child=1 7 3 13 -3 -4 9 15 -6 10 -5 17 -13 -2 -15 -1 19 -8 -7 -9 -14 -19 24 -24 -16 26 28 -28 29 -12
right_child=2 4 5 6 8 18 11 16 -10 -11 25 12 20 14 22 -17 -18 21 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0 -0.0005141364761588657 1.6699218750204636e-06 0 0.00049661378041363001 -4.0078124999993746e-05 0 -3.5109863281235219e-05 0 0 4.2003520376053809e-05 -6.0192661990237342e-05 0.003800091975500337 -7.5793700210880174e-05 1.3359375696909411e-06 -0.00016771921466079184 0 0 7.3058846489060985e-08 0 0 -0.00081196719483136136 0.00059001905924790227 -4.0021417230998532e-05 -5.6546354469520424e-05 -5.9681547688456951e-05 -7.1617582482942524e-05 -4.1817626944809947e-05 2.4937495406916843e-07 1.7325439358728545e-06 -8.8664524961879336e-05
leaf_weight=68 45 62 26 103 101 48 108 82 25 155 76 27 41 29 26 52 310 108 25 62 53 782 48 39 44 77 161 29 67 37
leaf_count=68 45 62 26 103 101 48 108 82 25 155 76 27 41 29 26 52 310 108 25 62 53 782 48 39 44 77 161 29 67 37
internal_value=-0.00608022 -0.0192393 -0.00132286 -0.000554475 -0.00850794 -0.01724 0.0002703 -0.0230678 -0.0127244 -0.00148045 -0.00239564 0.00137699 -0.00226229 -0.00676033 -0.00586096 -0.0178512 -0.0244044 0.00183383 -0.022 -0.0269241 -0.00404211 0.00213097 -0.00691139 -0.00513636 -0.00901408 -0.00341964 -0.00291105 -0.00437811 -0.00104712 -0.00235088
internal_weight=2916 762 2154 2055 188 99 1824 574 126 705 550 1119 121 231 186 120 454 998 73 144 94 890 157 87 70 447 370 190 180 113
internal_count=2916 762 2154 2055 188 99 1824 574 126 705 550 1119 121 231 186 120 454 998 73 144 94 890 157 87 70 447 370 190 180 113
cat_boundaries=0 23 52 53 54 81 82 83
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 384 0 20971520 268435456 1048588 0 0 0 0 0 0 0 0 0 0 2112 0 0 0 0 0 0 0 0 0 0 0 0 32768 0 0 524288 4 16892000 1073741824 0 0 0 0 0 0 2147483648 0 0 0 2048 8192 0 268435456 0 0 0 0 0 0 0 0 0 0 16384 64 4 216
is_linear=0
shrinkage=0.04


Tree=3
num_leaves=31
num_cat=6
split_feature=0 6 0 7 9 6 18 1 0 2 2 2 3 5 1 3 0 2 2 2 2 3 5 2 2 6 2 0 0 2
split_gain=89.8656 25.6485 20.2863 5.71061 3.22588 2.89633 1.7682 1.69199 1.42439 1.26043 1.19011 1.19753 0.857149 0.960584 0.702445 0.783467 0.567673 0.528821 1.0151 0.737512 0.528437 0.435697 0.433789 0.413318 0.376948 0.311713 0.444833 0.268135 0.770431 0.266313
threshold=24.500000000000004 0 48.175000000000004 1 2 3 4 3.5000000000000004 44.07500000000001 60.500000000000007 11.500000000000002 14.500000000000002 2000.5000000000002 3.5000000000000004 5.5000000000000009 2024.5000000000002 45.425000000000004 7.5000000000000009 29.500000000000004 80.500000000000014 12.500000000000002 1995.5000000000002 3.5000000000000004 20.500000000000004 26.500000000000004 5 3.5000000000000004 18.500000000000004 22.250000000000004 18.500000000000004
decision_type=8 9 10 9 9 9 9 10 8 8 8 10 8 10 8 8 10 10 10 10 10 10 8 8 8 9 10 10 10 10
left_child=1 7 3 17 5 12 -4 -1 14 -8 -10 -12 21 16 15 -7 -14 -2 20 -20 -19 -5 -3 25 -24 -17 -27 -9 -29 -22
right_child=2 22 6 4 -6 8 9 27 10 -11 11 -13 13 -15 -16 23 -18 18 19 -21 29 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0 -3.5019488907914531e-05 -5.3437502813835633e-08 -5.7029719872048189e-06 -3.2823218366659337e-05 0.0042860184842457147 0.00094707103412136899 0 0 0.00011656036319214407 -0.00010059355939972647 -0.0022550410900863986 -0.00027241271373123392 -3.8408898920181403e-05 -3.8382458497611303e-05 0.0040062944021780188 -4.983976873468521e-05 1.6031250000025921e-06 -3.92035343429827e-05 -3.8474999999991157e-05 -9.288298053750805e-05 -3.9034031039742451e-05 -0.00078954237974589603 1.6727050778087005e-06 1.6031250000025921e-06 -5.2169864983023333e-05 0.0014143361431442829 -3.8408898920181403e-05 0 0 -3.8411167230947286e-05
leaf_weight=114 29 28 26 25 400 170 53 412 35 26 33 29 496 28 229 101 32 39 81 54 43 31 55 145 32 28 81 25 31 28
leaf_count=114 29 28 26 25 400 170 53 412 35 26 33 29 496 28 229 101 32 39 81 54 43 31 55 145 32 28 81 25 31 28
internal_value=-0.00587891 -0.0184126 -0.00197592 -0.00112816 -0.000313767 -0.00118589 -0.0190566 -0.0216391 0.000329466 -0.02205 -0.00420408 -0.00749206 -0.00326164 -0.00282944 0.000921854 0.000114069 -0.00243478 -0.0064 -0.00723577 -0.00485294 -0.0100901 -0.008 -0.00015873 -0.000955056 0.00122727 -0.00208531 -0.000366667 -0.0231301 -0.0192281 -0.0121667
internal_weight=2939 697 2242 2137 1863 1463 105 582 851 79 97 62 612 556 754 525 528 274 245 135 110 56 115 355 87 210 109 468 56 71
internal_count=2939 697 2242 2137 1863 1463 105 582 851 79 97 62 612 556 754 525 528 274 245 135 110 56 115 355 87 210 109 468 56 71
cat_boundaries=0 1 13 15 16 17 18
cat_threshold=8 0 0 1140850688 2097156 0 8256 131072 131072 33554432 0 0 256 257 30724 384 4 6
is_linear=0
shrinkage=0.04


Tree=4
num_leaves=31
num_cat=9
split_feature=8 0 0 8 7 0 4 12 0 6 0 3 12 0 3 12 3 9 0 5 4 4 5 0 5 8 0 5 0 3
split_gain=119.063 15.757 8.24357 6.29648 2.12551 2.04163 1.55697 1.36281 1.33079 1.18302 1.06185 0.973297 1.09403 0.911216 0.801412 0.67865 0.644584 0.524471 0.639544 0.48615 0.378203 0.360014 0.462811 0.318696 0.274455 0.222841 0.503145 0.785515 0.309025 0.381176
threshold=0 25.500000000000004 48.175000000000004 1 2 40.675000000000004 38266465000.000008 3 14.500000000000002 4 47.250000000000007 2007.5000000000002 5 39.07500000000001 2001.5000000000002 6 2019.5000000000002 7 39.07500000000001 5.5000000000000009 925740000.00000012 1104.0000000000002 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 8 36.900000000000006 1.0000000180025095e-35 33.175000000000004 1962.0000000000002
decision_type=9 10 10 9 9 10 8 9 10 9 10 10 9 10 10 9 8 9 10 8 10 8 10 10 10 9 10 10 10 10
left_child=1 8 3 7 -5 9 -4 19 23 15 20 12 24 -3 17 16 -6 18 -14 -2 -7 -9 25 -1 -11 26 -23 -28 -27 -30
right_child=2 13 6 4 5 10 -8 21 -10 11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=0 -5.5353958803350778e-05 -9.0202788573536468e-05 0 0.0022542386886092568 0.0052877642829770258 -0.0012481153785513354 0 -3.7289248958503696e-05 0 -0.00023084584515192279 6.1590424825619356e-05 0.00061724460690668547 1.605796874670773e-06 -3.6935999999982985e-05 -7.6319581178758045e-05 0.0019170993588961238 -4.7039270936904607e-05 0.0036772144494539162 -3.8366600346029757e-05 -5.0353588360916347e-05 -1.7355417751591229e-05 -0.00012918217394016545 2.1783996037362437e-06 0 -5.2195317604951769e-05 -0.00010538236173713581 -5.0921147436034284e-05 -2.863177363800245e-05 -3.6922195308617684e-05 7.5773801801532281e-05
leaf_weight=28 44 52 27 342 33 115 64 35 455 74 38 98 65 112 29 371 91 128 158 69 39 40 48 105 31 37 42 26 116 29
leaf_count=28 44 52 27 342 33 115 64 35 455 74 38 98 65 112 29 371 91 128 158 69 39 40 48 105 31 37 42 26 116 29
internal_value=-0.00604895 -0.0196488 -0.00127455 -0.000766079 0.000448552 -0.000312256 -0.013 -0.0047002 -0.0229677 0.000363299 -0.00410363 -0.000855219 -0.00160494 -0.00887273 -0.000511509 0.00177866 -0.00077037 1.13638e-05 -0.0011453 -0.0086129 -0.00557419 -0.00330208 -0.00297345 -0.0190149 -0.005 -0.00357388 -0.00510924 -0.00765217 -0.00223834 -0.00150685
internal_weight=2941 752 2189 2098 1612 1270 91 486 588 1078 192 583 485 164 380 495 124 351 223 113 154 373 338 133 105 290 108 68 182 145
internal_count=2941 752 2189 2098 1612 1270 91 486 588 1078 192 583 485 164 380 495 124 351 223 113 154 373 338 133 105 290 108 68 182 145
cat_boundaries=0 24 54 72 73 74 75 77 79 91
cat_threshold=0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 384 0 20971520 8 1342177280 12 4 0 0 0 262144 0 0 0 0 33556480 10304 0 0 0 0 0 4096 0 2147483648 0 0 0 0 0 64 0 524288 4096 268435459 1 0 0 32 0 0 8192 33556480 48 32 128 0 268435456 0 0 1073741840 32768 68354048 22 74784 49248 2 0 22528 1073741824 8 0 0 0 0 262144 0 0 0 0 33554432
is_linear=0
shrinkage=0.04


Tree=5
num_leaves=31
num_cat=8
split_feature=7 16 2 6 7 12 1 3 2 1 11 2 2 12 2 16 2 2 1 2 5 2 3 3 5 1 2 4 2 4
split_gain=85.6417 24.0196 3.90799 3.24581 2.64559 3.1371 2.04334 1.4105 1.27082 1.24927 1.23733 1.05161 0.932933 0.975884 0.899373 0.86999 0.759924 0.839432 0.841499 0.748526 0.694138 0.638227 0.618149 0.562187 0.753034 0.630292 0.630031 0.517449 0.508346 0.424405
threshold=0 1 29.500000000000004 2 3 4 4.5000000000000009 2024.5000000000002 12.500000000000002 4.5000000000000009 5 14.500000000000002 1.0000000180025095e-35 6 84.500000000000014 7 25.500000000000004 34.500000000000007 2.5000000000000004 61.500000000000007 2.5000000000000004 301.00000000000006 1975.5000000000002 2019.5000000000002 3.5000000000000004 5.5000000000000009 5.5000000000000009 86.000000000000014 39.500000000000007 581475000.00000012
decision_type=9 1 10 9 9 9 10 8 10 10 9 8 10 9 10 1 8 8 10 10 8 10 10 8 8 8 10 10 10 10
left_child=1 2 8 4 -2 15 -3 -5 -1 -9 29 23 -11 -14 -8 22 -13 -18 -19 28 -15 27 -6 -12 -25 26 -26 -21 -20 -7
right_child=3 6 -4 7 5 10 14 9 -10 12 11 16 13 20 -16 -17 17 18 19 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-3.5530679363802166e-05 7.0248675578495048e-06 0 -3.4135615264102948e-05 0.0028113540497081923 -0.0001173317995042968 7.2694488635666521e-05 0 0.0019995998103797645 -3.662343528892027e-05 -0.00048979784126134253 3.020310528814815e-05 -0.00016185943599258287 0.00072774381822736823 1.4740150389371456e-05 0 -0.00018764244023369132 2.7573611466544968e-06 0.00036682084075617178 -7.7028366208633264e-05 2.9863656515393816e-06 -0.0001142920381148116 -0.00040212541027414471 -4.1630167387870808e-07 1.818221724576576e-06 -9.6172090355434276e-05 1.4774400000305833e-06 -2.1084098680419789e-05 -0.00020713092345928019 -3.0056206243594284e-05 -4.4189677664768945e-05
leaf_weight=73 216 118 122 313 66 96 418 132 80 68 40 102 192 42 64 39 38 39 29 70 206 40 25 77 33 34 55 26 50 27
leaf_count=73 216 118 122 313 66 96 418 132 80 68 40 102 192 42 64 39 38 39 29 70 206 40 25 77 33 34 55 26 50 27
internal_value=-0.00584101 -0.0162302 -0.0065942 -0.00132623 -0.00279605 -0.00376366 -0.0208985 0.000385892 -0.0108312 -0.000686427 -0.00268057 -0.00339752 -0.00158743 -0.000907029 -0.0220952 -0.0093617 -0.00471899 -0.0036587 -0.00448627 -0.00546296 -0.00250193 -0.00362044 -0.00778261 -0.00135 -0.00222 -0.0041626 -0.00593258 -0.00181443 -0.00855 0.000985075
internal_weight=2930 875 275 2055 1102 886 600 953 153 640 756 633 508 440 482 130 394 292 254 215 248 136 91 239 199 122 88 96 79 123
internal_count=2930 875 275 2055 1102 886 600 953 153 640 756 633 508 440 482 130 394 292 254 215 248 136 91 239 199 122 88 96 79 123
cat_boundaries=0 9 10 11 28 29 32 33 34
cat_threshold=131072 268435456 67108864 524292 0 0 33685504 268566528 33619968 2 392 2 16 536870912 0 34 64 0 8192 0 0 32 384 0 0 0 0 1073745920 67264768 49152 0 524288 16909634 2
is_linear=0
shrinkage=0.04


Tree=6
num_leaves=31
num_cat=6
split_feature=7 0 7 2 12 2 4 17 0 1 1 1 2 0 18 0 2 2 0 2 5 3 3 2 2 2 2 1 17 2
split_gain=95.7261 28.8044 3.92763 2.61535 1.79741 1.55192 1.82281 1.45233 1.76152 1.44827 1.14203 0.956351 1.40448 0.947944 1.69295 1.48624 0.79245 0.703504 0.693119 0.824429 0.606489 1.22731 0.600268 0.576 0.516187 0.47272 0.443285 0.442272 0.464779 0.510747
threshold=0 24.500000000000004 1 29.500000000000004 2 89.500000000000014 5039060000.000001 3 30.500000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 9.5000000000000018 40.250000000000007 4 43.675000000000004 5.5000000000000009 19.500000000000004 37.750000000000007 10.500000000000002 3.5000000000000004 1996.5000000000002 2017.5000000000002 12.500000000000002 20.500000000000004 4.5000000000000009 24.500000000000004 3.5000000000000004 5 70.500000000000014
decision_type=9 10 9 10 9 10 8 9 8 10 10 8 10 8 9 10 8 10 10 8 8 10 8 10 10 8 10 10 9 10
left_child=1 9 5 23 7 6 -2 11 -9 -1 -8 12 -4 16 -15 -16 -6 -13 -10 -20 24 -22 -21 -3 -14 -17 -24 -18 29 -29
right_child=2 3 4 -5 13 -7 10 8 18 -11 -12 17 20 14 15 25 27 -19 19 22 21 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0 -0.00027069979722021362 -3.4183360227737377e-05 -0.00048149026889728817 -3.3104163999757154e-05 -3.8710171571740485e-05 -0.00016278547097080476 0.0023008068336388869 -5.8097865937989516e-05 0.001862547234430923 0 -3.574895867738056e-05 4.6932719801873188e-06 -3.7921999897819075e-05 0.0004459146507092849 -0.00018447370352603798 3.6040296339321165e-06 0.0042173351794751205 -0.00038632475326054336 0.00012523010156508373 3.0936762099480866e-06 -0.00015923620091083137 -1.2987799629125536e-06 -0.00013220334682832502 -3.3930074819323861e-05 3.3219174069608375e-06 -0.00028899559960354532 -3.4713378322411414e-05 2.5196061486367932e-05 0.00010115276018027226 -3.3008504489886545e-05
leaf_weight=106 31 50 47 109 167 32 38 57 70 436 129 69 36 105 28 40 129 26 105 78 50 30 54 82 38 76 79 49 546 54
leaf_count=106 31 50 47 109 167 32 38 57 70 436 129 69 36 105 28 40 129 26 105 78 50 30 54 82 38 76 79 49 546 54
internal_value=-0.00554326 -0.0174156 -0.00115363 -0.00609917 -0.000549383 -0.0059751 -0.00486432 -0.00208533 -0.000590308 -0.0227477 -0.00316667 -0.0042215 -0.00592079 0.000411618 -0.001776 -0.00457931 0.000993658 -0.00104167 0.000372093 -0.000429022 -0.00402581 -0.00641975 -0.00186792 -0.00986466 -0.00138667 -0.00252991 -0.00349254 0.00153017 0.00110154 -0.00129825
internal_weight=2946 783 2163 241 1933 230 198 739 443 542 167 296 201 1194 249 144 945 95 386 316 154 80 211 132 74 116 133 778 649 103
internal_count=2946 783 2163 241 1933 230 198 739 443 542 167 296 201 1194 249 144 945 95 386 316 154 80 211 132 74 116 133 778 649 103
cat_boundaries=0 9 27 28 29 30 31
cat_threshold=0 0 67108864 4 0 0 131072 131072 65536 131072 0 1073741824 2621440 2 134217730 33554432 268435456 33554432 0 0 0 0 268435456 0 32 0 128 84099424 42 4 6
is_linear=0
shrinkage=0.04


Tree=7
num_leaves=31
num_cat=9
split_feature=8 0 8 7 1 7 0 2 2 12 9 0 6 3 2 2 2 2 0 17 2 12 2 5 2 3 2 1 0 2
split_gain=102.17 9.733 6.20196 2.31141 2.28353 1.89534 1.80226 2.05282 1.77773 1.57393 1.86235 1.61917 1.0389 1.02367 0.87175 1.15132 1.0363 0.865135 0.705672 0.703717 1.82747 1.18402 0.71475 0.690721 1.34743 0.628366 0.626298 0.619484 0.432286 0.485793
threshold=0 24.500000000000004 1 2 3.5000000000000004 3 29.500000000000004 29.500000000000004 16.500000000000004 4 5 43.175000000000004 6 1995.5000000000002 29.500000000000004 58.500000000000007 43.500000000000007 3.5000000000000004 39.07500000000001 7 5.5000000000000009 8 17.500000000000004 3.5000000000000004 10.500000000000002 1992.5000000000002 18.500000000000004 5.5000000000000009 43.175000000000004 14.500000000000002
decision_type=9 10 9 9 10 9 10 8 10 9 9 8 9 10 10 10 10 10 10 9 10 9 10 8 10 10 8 8 10 8
left_child=1 4 5 -4 -1 6 -2 -8 -3 23 -11 12 13 17 -6 16 -16 -12 -14 -7 -21 -22 -23 24 -5 -24 -13 -20 -25 -30
right_child=2 8 3 9 14 19 7 -9 -10 10 11 26 18 -15 15 -17 -18 -19 27 20 21 22 25 28 -26 -27 -28 -29 29 -31
leaf_value=0 -2.4542395097555628e-05 -3.4287459158246864e-05 0.0022657529694909331 0.0028168943744600623 0 -1.2625489884274194e-05 -3.9912223964577841e-05 -5.2199194569999326e-05 -3.2572871826559438e-05 6.7984236213258926e-06 0.0044279317636883985 -0.00011746336274871404 -0.00015787885265396539 0.002764034375463722 0 0 0 -6.3419992036271012e-05 -8.7590278024807705e-05 -8.4073620873808684e-05 -1.7431544671080729e-05 -3.594069825486903e-05 -0.00012744052175701632 0.00070945020768419908 -6.2185258343766249e-05 -0.00073364347523906855 -0.0028930685640769032 0.00025217580000207624 8.9230020674343999e-06 -0.00017709475538502773
leaf_weight=117 27 31 219 31 176 108 46 46 61 164 57 41 56 80 110 118 56 187 131 41 228 41 74 439 48 42 55 44 27 37
leaf_count=117 27 31 219 31 176 108 46 46 61 164 57 41 56 80 110 118 56 187 131 41 228 41 74 439 48 42 55 44 27 37
internal_value=-0.00552841 -0.0191235 -0.00142281 -8.35893e-05 -0.0213356 -0.00468072 -0.00926154 -0.00722581 -0.00722581 -0.000690341 -0.00181598 -0.00277341 -0.00197842 -0.000429851 -0.0226464 -0.0209965 -0.0185389 -0.00173061 -0.00395041 -0.00349358 -0.00424714 -0.0034715 -0.00602381 0.000890388 -0.00255 -0.008 -0.00758763 -0.00284091 0.00145238 -0.0016
internal_weight=2938 669 2269 1616 577 653 119 92 92 1397 815 651 555 324 460 284 166 244 231 534 426 385 157 582 79 116 96 175 503 64
internal_count=2938 669 2269 1616 577 653 119 92 92 1397 815 651 555 324 460 284 166 244 231 534 426 385 157 582 79 116 96 175 503 64
cat_boundaries=0 23 53 70 84 86 88 89 90 91
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 1342177280 12 0 0 1073741824 0 262144 2147483648 1 0 0 2048 2112 512 0 0 0 0 33554432 0 0 0 4194304 0 0 32768 64 0 524288 4096 268435457 1 0 512 32 0 0 8192 2048 0 0 128 0 0 0 32 1073741840 0 0 0 4 0 0 131072 0 33619968 0 0 0 0 268435456 1049602 34 1073741824 4128 86 49 52322
is_linear=0
shrinkage=0.04


Tree=8
num_leaves=31
num_cat=14
split_feature=8 7 8 7 16 7 7 2 16 3 12 9 1 9 2 2 2 8 12 16 1 1 2 3 2 1 1 2 4 2
split_gain=96.2416 11.5403 5.01621 4.89999 3.05363 2.08256 1.60221 1.73358 1.35403 1.31853 1.33476 1.53058 1.21912 1.11476 1.01787 0.88644 0.859047 0.738142 0.78972 1.24391 0.980487 0.69911 0.678187 0.59625 0.567892 0.491641 0.448369 0.385173 0.31117 0.523251
threshold=0 1 2 3 4 5 6 25.500000000000004 7 1995.5000000000002 8 9 3.5000000000000004 10 171.00000000000003 23.500000000000004 5.5000000000000009 11 12 13 5.5000000000000009 5.5000000000000009 29.500000000000004 2010.5000000000002 80.500000000000014 4.5000000000000009 4.5000000000000009 10.500000000000002 1950.0000000000002 23.500000000000004
decision_type=9 9 9 9 1 9 9 8 1 10 9 9 10 9 10 10 8 9 9 1 8 10 10 8 8 10 10 10 10 10
left_child=1 25 6 8 -5 -4 7 -2 -3 10 13 22 -10 -7 24 -14 -8 -18 -19 20 23 -21 -12 -20 26 -1 -15 -25 29 -29
right_child=2 3 5 4 -6 9 16 -9 12 -11 11 -13 15 14 -16 -17 17 18 19 21 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0 -8.0912996527734884e-05 -3.146605395627944e-05 0.002547044498813556 -8.4248986644136343e-05 1.4299583470744892e-06 3.6457500635592481e-06 -0.00014990466481502182 -5.0511220511892076e-05 0 0.00011695247272850063 -5.5520315322569362e-05 0.0004978466248733367 0 0.003243458934871696 0.0031995971889368187 0 9.8169580390106156e-07 -3.2769242086217472e-06 2.7680620242437233e-06 -6.1290047728648647e-05 4.8716387392357328e-06 -0.00075569249097363997 -6.889913101979078e-05 -1.8585574726855123e-05 -0.00030459696050585272 0 -0.00014647669120660114 -0.00015624319477883176 -8.0111487841027468e-05 -3.4185636794668122e-05
leaf_weight=77 71 48 220 77 51 137 86 55 32 332 80 389 37 28 33 75 102 109 33 26 53 25 44 34 79 322 218 25 48 34
leaf_count=77 71 48 220 77 51 137 86 55 32 332 80 389 37 28 33 75 102 109 33 26 53 25 44 34 79 322 218 25 48 34
internal_value=-0.00524656 -0.0178685 -0.00114261 -0.0111178 -0.00408633 0.000127308 -0.00392697 -0.008 -0.01533 -0.000473723 -0.00119722 0.000251909 -0.0180966 -0.00264822 -0.00381572 -0.0201062 -0.00290102 -0.00229388 -0.00304523 -0.00417993 -0.00303509 -0.00992308 -0.00343704 -0.00448 -0.00460123 -0.022839 -0.00362753 -0.00560563 -0.00677778 -0.00873333
internal_weight=2980 719 2261 320 128 1560 701 126 192 1340 1008 513 144 495 358 112 575 489 387 278 227 51 124 174 325 399 246 141 107 59
internal_count=2980 719 2261 320 128 1560 701 126 192 1340 1008 513 144 495 358 112 575 489 387 278 227 51 124 174 325 399 246 141 107 59
cat_boundaries=0 23 32 62 69 70 87 101 102 103 105 107 136 138 139
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 384 0 16777216 0 0 67108864 4 0 0 0 131072 65536 268435456 12 4 0 8192 0 262144 2147483648 0 0 0 33556480 10304 512 0 0 0 0 0 0 0 0 4194304 8 0 16384 64 0 524288 4096 0 0 0 0 0 0 131072 2 268435457 1 0 0 0 0 0 8192 2048 32 32 128 0 0 0 0 1073741952 0 0 0 4 0 0 131072 131072 33554432 32 0 0 0 268435456 2 16900448 0 20480 0 20512 0 0 0 0 0 0 0 0 0 0 0 2048 2048 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 0 0 524288 51232 32 2
is_linear=0
shrinkage=0.04


Tree=9
num_leaves=31
num_cat=7
split_feature=8 0 8 3 9 2 0 6 5 1 5 12 2 5 12 2 2 2 2 2 3 3 3 2 1 2 0 12 2 2
split_gain=103.904 7.55214 5.25623 2.98695 2.22193 2.16076 1.66343 2.10608 1.60409 1.5752 1.23701 1.10671 1.05641 0.839203 0.862381 1.34899 0.866058 1.83682 0.810459 1.38297 0.744396 0.903107 0.692262 0.631833 0.567314 0.565382 0.475225 0.473746 0.543193 0.450149
threshold=0 24.500000000000004 1 2015.5000000000002 2 29.500000000000004 42.250000000000007 3 3.5000000000000004 3.5000000000000004 1.5000000000000002 4 62.500000000000007 1.5000000000000002 5 7.5000000000000009 28.500000000000004 37.500000000000007 36.500000000000007 58.500000000000007 1997.5000000000002 2012.5000000000002 1995.5000000000002 84.500000000000014 5.5000000000000009 3.5000000000000004 39.07500000000001 6 15.500000000000002 13.500000000000002
decision_type=9 10 9 10 9 10 8 9 8 10 10 9 10 8 9 10 10 10 10 10 8 8 10 10 8 8 10 9 10 8
left_child=1 3 8 9 6 -3 7 11 -2 -1 25 22 13 29 15 -15 24 -18 -11 -20 -10 -22 26 -21 -16 -8 -4 28 -6 -9
right_child=2 5 4 -5 27 -7 10 12 20 18 -12 -13 -14 14 16 -17 17 -19 19 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 -2.7980607267594239e-05 -3.1347429275617518e-05 0.0010084830946694898 0 0.0030601937453491948 -3.0207411798031104e-05 5.608931372579083e-06 -0.00010298399893988418 -0.0011081782390316886 0 7.0265303271984649e-06 0.0014492486554808601 9.4242797175070338e-07 -0.0002449028632762843 -1.9447977775880233e-05 -2.8106559900666098e-05 -0.00015789804856599206 7.7107008750622252e-06 0 0 -2.3657153892566873e-06 -9.2328781163977472e-05 0.002186002568925479 0 0.0014293028658642138 -0.00081109556422236757 -0.00010476346737943539 0.0051830671189409131 -0.00014572196699352298 -5.3037878834505617e-05
leaf_weight=102 90 49 34 26 66 40 33 39 26 208 30 429 186 49 163 79 28 37 103 65 29 212 37 46 87 256 73 201 54 29
leaf_count=102 90 49 34 26 66 40 33 39 26 208 30 429 186 49 163 79 28 37 103 65 29 212 37 46 87 256 73 201 54 29
internal_value=-0.00548194 -0.0195754 -0.00141001 -0.0216334 -0.000562207 -0.00893333 -0.0011775 -0.000535012 -0.00579348 -0.0222933 -0.0037625 0.00125342 -0.00199435 -0.00296094 -0.00231532 -0.00494964 -0.00104294 -0.00515151 -0.0234326 -0.0213209 -0.00750746 -0.00676033 -0.00170323 -0.0246071 1.48418e-10 -0.00456552 -0.00344444 0.00242169 0.000305344 -0.00707246
internal_weight=2906 639 2267 550 1910 89 1589 1270 357 524 319 573 697 511 443 128 315 65 422 214 267 241 144 111 250 289 107 321 120 68
internal_count=2906 639 2267 550 1910 89 1589 1270 357 524 319 573 697 511 443 128 315 65 422 214 267 241 144 111 250 289 107 321 120 68
cat_boundaries=0 23 53 55 56 57 58 59
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 268435456 1048588 4 0 0 0 0 0 0 0 0 33554432 2048 0 0 0 0 0 33558528 0 0 0 0 8 0 32768 64 0 524288 4096 256 30740 86 114752 66912 98400
is_linear=0
shrinkage=0.04


Tree=10
num_leaves=31
num_cat=12
split_feature=8 0 7 12 1 0 4 8 8 9 1 14 12 3 4 12 0 3 12 12 3 3 4 6 0 1 1 0 0 5
split_gain=98.1587 8.17141 5.05791 3.22905 2.57607 2.55106 2.02868 1.55797 1.48583 1.01376 1.03645 1.04445 0.760534 0.759307 0.821884 0.746838 0.651928 0.630343 0.622811 0.475327 0.422901 0.416176 0.40357 0.367522 0.427434 0.36435 0.357992 0.397006 0.355087 0.315116
threshold=0 24.500000000000004 1 2 4.5000000000000009 39.07500000000001 6670500000.000001 3 4 5 5.5000000000000009 6 7 1991.5000000000002 215.00000000000003 8 40.675000000000004 2001.5000000000002 9 10 2015.5000000000002 1975.5000000000002 20782.500000000004 11 44.07500000000001 5.5000000000000009 5.5000000000000009 36.900000000000006 35.850000000000009 4.5000000000000009
decision_type=9 10 9 9 10 10 8 9 9 9 8 9 9 10 10 9 8 10 9 9 8 10 10 9 10 8 8 10 8 8
left_child=1 4 3 6 -1 -3 -2 13 17 10 11 15 -9 14 -5 23 19 22 28 21 -8 25 -4 -10 29 -11 27 -22 -12 -25
right_child=2 5 8 7 -6 -7 20 12 9 16 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0 -0.00041060950817233834 9.7840520077240854e-06 -3.5269612673648032e-05 -2.8577560481118413e-05 0 -2.9981145836188587e-05 -2.1588037667213096e-05 -5.8141753729863142e-05 0.00023402080061717671 -0.00022485087649764374 -0.00031689849315686948 -0.00065791930713389815 4.4476671554857526e-05 -0.0006548795269746084 -9.4477281436955755e-05 8.0631407672881531e-05 -0.00012100570945595607 -3.9148898900806131e-05 0.00040017343187915346 0.0028742239534268795 -8.2022974787092904e-05 0.005192184522311012 2.0972842222011257e-05 -4.6748219632948405e-05 5.9605708305539447e-06 0.0050647670332949089 -8.3214458579291571e-05 -8.1993340891857263e-05 1.174627119816776e-05 -3.7917821126236636e-05
leaf_weight=120 30 26 196 51 428 71 26 159 124 47 27 136 149 26 28 159 73 37 185 282 29 32 27 43 35 25 27 108 90 154
leaf_count=120 30 26 196 51 428 71 26 159 124 47 27 136 149 26 28 159 73 37 185 282 29 32 27 43 35 25 27 108 90 154
internal_value=-0.00516435 -0.018811 -0.00125216 -0.00426708 -0.0209982 -0.00828571 -0.00813853 -0.00204717 -9.03148e-05 0.000427266 -0.000319502 -0.00122086 -0.000526646 -0.00603448 -0.00455 -0.000342205 0.00194894 -0.00280443 0.00161056 0.00264599 -0.00691099 0.000139131 -0.00208929 -0.0013515 -0.0022716 -0.00153425 -0.00766061 -0.00849275 -0.00071875 -0.00309091
internal_weight=2950 645 2305 633 548 97 220 413 1672 1412 953 651 308 105 79 515 459 260 302 386 190 104 223 356 232 72 164 137 117 197
internal_count=2950 645 2305 633 548 97 220 413 1672 1412 953 651 308 105 79 515 459 260 302 386 190 104 223 356 232 72 164 137 117 197
cat_boundaries=0 23 41 42 72 98 100 101 103 105 106 107 108
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 1 128 536879104 524804 524288 134225920 33685504 537001984 33556480 536879152 8192 256 0 268435456 0 32 128 256 84115488 0 12 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 4096 0 2052 4 134217728 0 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 2147483648 0 4194304 0 0 32768 0 30720 8320 2 32 100674 34 75104 1122592 84
is_linear=0
shrinkage=0.04


Tree=11
num_leaves=31
num_cat=14
split_feature=8 8 16 1 9 1 8 12 4 12 6 3 3 4 12 18 17 16 1 9 6 3 5 3 5 4 3 3 3 5
split_gain=102.845 5.3567 4.49881 2.63077 1.70139 1.52439 1.35427 1.05284 0.8577 1.04641 0.65998 0.738844 0.461558 0.449226 0.43086 0.395157 0.425906 0.540805 0.394448 0.386663 0.349698 0.301851 0.280196 0.279997 0.26659 0.237899 0.209009 0.189179 0.188695 0.186924
threshold=0 1 2 4.5000000000000009 3 1.5000000000000002 4 5 3890.0000000000005 6 7 1997.5000000000002 1999.5000000000002 141.00000000000003 8 9 10 11 5.5000000000000009 12 13 2019.5000000000002 3.5000000000000004 2012.5000000000002 1.5000000000000002 972430000.00000012 1958.5000000000002 1975.5000000000002 2015.5000000000002 3.5000000000000004
decision_type=9 9 1 10 9 10 9 9 10 9 9 10 10 10 9 9 9 1 8 9 9 8 8 10 10 10 10 10 8 8
left_child=2 7 -1 -4 -3 14 19 21 9 10 23 -12 -5 15 -6 -11 26 20 29 -7 27 -2 -23 -8 -21 -10 -17 -18 -22 -9
right_child=1 4 3 12 5 6 8 18 25 13 11 -13 -14 -15 -16 16 17 -19 -20 24 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7892214038767863e-05 2.3474618119356259e-05 0.0048986195634932632 0 0 0.0019018717178967404 3.7295419626277941e-05 -1.7601722938434109e-05 -2.7434458118684195e-05 -0.00030419931892855051 0.0020351399982908051 -0.00011728477994030377 -3.7241762479128607e-05 0 0.00018961293836553079 2.7980413143812201e-05 -5.8816344482260562e-05 1.1076410913346052e-05 -0.00010378517081159814 -0.00042755753932040535 -1.0126011078280643e-05 8.3659322704660052e-05 -2.5080428246878003e-05 -0.00011198576323443185 -4.937249189143969e-05 6.4106515473265236e-06 -0.0001881399838808685 -9.996291142557507e-05 0.0030377231533942461 -0.00013139812063001652 -0.00010181794891532439
leaf_weight=70 34 221 132 432 110 104 180 31 36 27 201 60 26 34 168 81 113 74 41 126 74 33 68 26 50 75 26 43 139 122
leaf_count=70 34 221 132 432 110 104 180 31 36 27 201 60 26 34 168 81 113 74 41 126 74 33 68 26 50 75 26 43 139 122
internal_value=-0.00530494 -0.00125303 -0.019076 -0.0205076 -0.000448711 -0.000871445 -0.00139048 -0.00589412 -0.00197 -0.00163855 -0.00303766 -0.00439706 -0.0219782 -0.000508038 0.00183513 -0.000782007 -0.00101633 -0.000414097 -0.00792195 0.00109966 0.000205406 -0.00260274 -0.00388235 -0.00117972 -8.55614e-05 -0.00532143 -0.00315254 0.00158084 -0.000839286 -0.00927273
internal_weight=2957 2297 660 590 1968 1747 1469 329 1189 1078 467 261 458 611 278 577 550 443 194 280 369 135 101 206 176 111 107 156 213 153
internal_count=2957 2297 660 590 1968 1747 1469 329 1189 1078 467 261 458 611 278 577 550 443 194 280 369 135 101 206 176 111 107 156 213 153
cat_boundaries=0 23 52 53 55 84 85 86 87 89 90 91 92 94 95
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 268435456 8 4 0 0 0 0 2147483648 0 0 0 0 2112 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 32768 64 0 524288 2 131200 160 1073741824 0 0 0 2147483648 1 262144 0 1 0 0 2052 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 128 11586 84000864 200 1048578 32 4 26 2 0 2048 330
is_linear=0
shrinkage=0.04


Tree=12
num_leaves=31
num_cat=11
split_feature=8 0 7 7 3 1 3 8 9 1 12 8 12 3 0 3 4 4 9 0 0 4 12 0 1 1 1 13 3 0
split_gain=107.611 8.10093 5.80391 2.26599 1.72494 1.57853 1.66835 1.38947 1.18801 1.12353 1.0993 1.09188 0.741083 0.86752 0.854836 0.734192 0.959508 0.675101 0.751138 0.657114 0.649066 0.608462 0.516261 0.479789 0.440221 0.413397 0.230627 0.220511 0.256219 0.180919
threshold=0 25.500000000000004 1 2 2015.5000000000002 3.5000000000000004 2002.5000000000002 3 4 3.5000000000000004 5 6 7 2024.5000000000002 38.57500000000001 2020.5000000000002 21074995000.000004 5368.5000000000009 8 40.250000000000007 31.500000000000004 850.00000000000011 9 36.900000000000006 5.5000000000000009 5.5000000000000009 5.5000000000000009 10 1997.5000000000002 44.07500000000001
decision_type=9 10 9 9 10 10 8 9 9 10 9 9 9 8 10 8 8 8 9 10 8 10 9 10 8 10 10 9 10 10
left_child=1 4 5 -4 9 -2 -7 22 -9 -1 21 -10 17 -14 20 -12 -17 -13 -19 27 -15 -8 29 -18 -16 -24 -11 28 -20 -5
right_child=2 -3 3 7 -6 6 10 8 11 26 15 12 13 14 24 16 23 18 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 1.7181823342829997e-05 -2.760762734183686e-05 8.1517520928716259e-05 -2.4698781307461948e-05 0 5.453357240526872e-05 -3.0328946858776198e-05 0.0049196934949471242 0.0012377067408823772 0 -0.00022478938692599478 2.6399372033021105e-05 1.5176288884911068e-05 -0.0001009519751565219 -0.00014961978952765344 -0.00026450573495551312 -4.1488712352313469e-05 -5.5345683251730123e-05 -9.483299120722473e-06 -0.00031377606055461296 0.0014119528392632396 -0.00032631245024150493 -6.6289494952057626e-05 -5.4007090895559539e-05 -2.9584662285214178e-05 -0.00061576214469142004 0 0.00063521233548404475 0.002313208616073092 1.3148420569252552e-05
leaf_weight=100 62 89 322 77 28 38 124 138 110 293 36 58 109 45 161 32 32 146 88 66 55 27 102 111 50 32 134 187 46 31
leaf_count=100 62 89 322 77 28 38 124 138 110 293 36 58 109 45 161 32 32 146 88 66 55 27 102 111 50 32 134 187 46 31
internal_value=-0.00523003 -0.0195176 -0.00110627 -8.06978e-05 -0.0216187 -0.00505708 -0.00608479 -0.000738095 -0.000192126 -0.0221439 -0.00692011 -0.000632509 -0.00105284 -0.00232019 -0.00344872 -0.00881081 -0.00806818 -0.000126246 -0.000576779 0.000371859 -0.000396039 -0.0034321 -0.00344664 -0.00658333 -0.00488679 -0.00513103 -0.0231121 0.00113043 -0.000165517 -0.00107563
internal_weight=2929 644 2285 1823 555 462 400 1501 1259 527 362 1121 1011 420 311 211 175 591 533 387 100 151 242 143 211 134 427 321 134 108
internal_count=2929 644 2285 1823 555 462 400 1501 1259 527 362 1121 1011 420 311 211 175 591 533 387 100 151 242 143 211 134 427 321 134 108
cat_boundaries=0 23 41 59 88 90 91 111 113 115 116 117
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 1 128 0 524804 524288 134225920 33685504 131072 33554432 8240 8192 0 128 268435456 0 32 128 384 268435458 1 1610612736 2097152 2 0 0 8192 0 134217728 0 128 0 0 67108864 0 1073741840 512 16 12 4 134217728 0 0 0 0 0 0 0 0 8192 512 0 0 0 0 4096 0 0 0 4194304 0 0 0 0 0 524288 1073741824 160 1076482 0 0 0 0 0 0 0 2147483648 0 0 0 4 0 1048576 0 0 0 0 0 8192 85033986 2 0 20480 67305506 2
is_linear=0
shrinkage=0.04


Tree=13
num_leaves=31
num_cat=12
split_feature=8 0 7 7 8 0 9 1 8 2 0 3 4 2 0 14 10 9 0 0 12 2 3 2 2 12 2 13 2 2
split_gain=100.168 11.0273 6.32066 4.96206 2.8467 1.72029 1.3954 1.33919 1.19929 1.16264 1.14401 1.13581 1.09735 1.37606 0.863634 1.18302 0.875056 0.842837 0.797101 1.18131 0.75698 0.694716 0.658085 0.577661 1.51872 0.571883 1.00253 0.826013 1.01691 0.882448
threshold=0 24.500000000000004 1 2 3 39.07500000000001 4 3.5000000000000004 5 29.500000000000004 9.5000000000000018 2013.5000000000002 55.000000000000007 100.50000000000001 40.675000000000004 6 7 8 39.07500000000001 29.500000000000004 9 48.500000000000007 1975.5000000000002 29.500000000000004 58.500000000000007 10 171.00000000000003 11 12.500000000000002 65.500000000000014
decision_type=9 10 9 9 9 10 9 10 9 10 10 10 10 8 10 9 9 9 10 10 9 8 10 10 10 9 10 9 10 10
left_child=1 2 7 11 12 -3 8 -1 -6 -7 -4 17 13 18 16 -16 25 -2 19 -5 22 -17 -8 -12 -25 26 -10 28 -27 -30
right_child=3 5 10 4 6 9 20 -9 14 -11 23 -13 -14 -15 15 21 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0 -2.5870627147519952e-05 1.0496995021078648e-05 0 -0.00016700077567649026 0.0017903824761368414 -2.6568889139680353e-05 -0.00022399296259656163 0 -6.4489564321907724e-05 -2.5579875837422607e-05 0 -9.0592655041139714e-05 1.3428146825944702e-05 -1.4804168393195791e-05 3.5249147650144224e-06 -0.0013493414874979162 0.0017632715420633149 -0.00018815285959567808 -0.00011252769711485178 -0.00063758390221254734 0.0049086174165232791 -0.00016467030379340242 0.0094358117311283251 0 0 1.262561664685051e-05 0.00025343992077809846 3.2379666401220274e-05 -0.0001198563801995311 6.2778871347462785e-05
leaf_weight=69 239 26 50 25 162 39 74 301 181 31 60 31 28 62 109 46 137 161 60 29 233 75 39 59 31 119 32 334 75 35
leaf_count=69 239 26 50 25 162 39 74 301 181 31 60 31 28 62 109 46 137 161 60 29 233 75 39 59 31 119 32 334 75 35
internal_value=-0.00518524 -0.0186942 -0.0210858 -0.00115629 -0.000246516 -0.00635052 0.000315283 -0.0245669 -0.000288754 -0.00957746 -0.0127014 -0.00496833 -0.00457674 -0.0059661 -0.000752166 -0.00294372 -0.000205689 -0.00448878 -0.00855652 -0.0120727 0.00253221 -0.00542424 -0.000225806 -0.0150993 -0.0127473 -0.000731893 -0.00244643 -4.87803e-05 -0.00185 -0.00468468
internal_weight=2952 666 570 2286 1855 96 1651 370 1305 70 200 431 204 176 1143 230 913 400 114 54 346 121 113 150 90 776 213 563 229 110
internal_count=2952 666 570 2286 1855 96 1651 370 1305 70 200 431 204 176 1143 230 913 400 114 54 346 121 113 150 90 776 213 563 229 110
cat_boundaries=0 23 32 49 76 78 104 105 106 108 109 111 112
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 0 0 67108864 4 0 0 0 131072 65536 16384 0 68157440 524804 524288 134217730 33685504 537001984 33554432 134225936 8192 256 268435456 268435456 0 32 128 0 4 4 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 33558528 0 2147483648 0 4194304 8 0 0 64 257 30724 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 0 0 0 8192 0 0 0 0 0 16384 8192 256 0 6176 98400 147808 2 2
is_linear=0
shrinkage=0.04


Tree=14
num_leaves=31
num_cat=8
split_feature=8 7 7 8 2 1 0 12 2 7 1 2 0 0 0 11 2 2 3 2 1 0 5 2 3 12 2 2 3 2
split_gain=101.727 8.2461 5.30587 2.52826 2.48827 1.91275 1.72569 1.25978 1.17547 1.03386 0.946602 0.813971 0.795701 0.668748 0.8869 0.650556 0.918972 0.592457 0.575976 0.573683 0.546659 0.512414 0.472323 0.621709 0.619419 0.451136 0.842654 1.19949 0.583079 0.508505
threshold=0 1 2 3 78.500000000000014 3.5000000000000004 23.500000000000004 4 3.5000000000000004 5 5.5000000000000009 95.500000000000014 32.500000000000007 40.250000000000007 45.425000000000004 6 1.5000000000000002 9.5000000000000018 2002.5000000000002 18.500000000000004 4.5000000000000009 43.175000000000004 2.5000000000000004 13.500000000000002 2010.5000000000002 7 47.500000000000007 30.500000000000004 2019.5000000000002 47.500000000000007
decision_type=9 9 9 9 10 10 10 9 10 9 10 10 10 10 10 9 8 10 8 10 10 10 8 8 10 9 10 8 8 10
left_child=1 6 5 18 8 -2 11 12 -3 -5 17 20 -7 15 19 -11 -17 -9 -4 -15 -1 22 23 -20 -24 26 27 28 -18 -27
right_child=2 4 3 9 -6 7 -8 10 -10 13 -12 -13 -14 14 -16 16 25 -19 21 -21 -22 -23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=0 0.0030221453211010029 0 -0.00011359159101730709 0.0023040430358385344 0 -5.2934893437740814e-05 -1.5264338720617589e-05 -0.00033156471515743974 -1.555523744573502e-05 -6.3033333049471266e-05 -0.00066503275584312027 0 -0.00026493711140407545 -0.00093906479480819146 8.7925761683119676e-06 -0.00018759610190155764 0.0037632716714913763 -9.2866095808885526e-06 -4.9956567419319979e-05 -0.0010865178486860964 0 4.4618213270237196e-06 -2.9500165067501577e-05 -6.4359536317974824e-05 -0.00012573566304054294 0.00061097319705642435 2.7349724876457522e-05 -0.00018730753309511262 -3.0896593459790388e-05 -1.8142739737420014e-05
leaf_weight=64 66 25 28 205 29 45 35 34 206 106 25 26 199 72 94 27 47 132 36 39 244 82 148 33 26 459 65 37 156 142
leaf_count=64 66 25 28 205 29 45 35 34 206 106 25 26 199 72 94 27 47 132 36 39 244 82 148 33 26 459 65 37 156 142
internal_value=-0.00502966 -0.0191312 -0.00108384 -6.17759e-05 -0.0121033 -0.00467969 -0.0235895 -0.00573394 -0.0139483 0.000682192 -0.00275248 -0.0251463 -0.00762353 0.000235857 -0.00184466 0.00065 0.000987288 -0.00177245 -0.00304396 -0.00425 -0.0243625 -0.00263804 -0.00355738 -0.00634286 -0.00242286 0.0012172 -6.3291e-05 -0.00116183 5.88237e-05 0.0018366
internal_weight=2932 629 2303 1802 260 501 369 435 231 1449 191 334 244 1244 205 1039 933 166 353 111 308 325 243 69 174 906 305 240 203 601
internal_count=2932 629 2303 1802 260 501 369 435 231 1449 191 334 244 1244 205 1039 933 166 353 111 308 325 243 69 174 906 305 240 203 601
cat_boundaries=0 23 32 50 80 82 99 101 103
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 0 0 67108864 4 0 0 0 131072 65536 16384 0 67108864 524804 0 134217730 131072 537001984 33556480 16 0 256 128 268435456 0 32 4224 128 0 0 4 0 2147549184 0 262144 2147483648 0 0 0 0 0 512 0 0 0 0 33554432 0 0 0 0 8 0 49152 64 0 0 4096 1294432 32 268435459 1 1073741824 0 0 0 0 8192 0 0 32768 2097280 0 0 0 0 1073741840 67141664 512 67231744 2
is_linear=0
shrinkage=0.04


Tree=15
num_leaves=31
num_cat=8
split_feature=7 0 7 12 0 7 0 3 2 2 6 3 0 12 2 0 0 2 0 6 2 0 3 4 0 0 12 2 2 2
split_gain=68.3939 28.1265 4.47831 3.31849 1.8693 1.80956 1.24246 1.23334 1.14083 1.07754 0.97656 1.05101 0.92746 0.838886 0.88429 0.823319 0.799476 0.809028 0.758747 0.72456 0.762745 1.10659 0.702627 0.647953 0.618809 0.590504 0.519368 0.478087 0.465374 0.47892
threshold=0 21.500000000000004 1 2 22.250000000000004 3 12.250000000000002 1991.5000000000002 10.500000000000002 17.500000000000004 4 1997.5000000000002 47.750000000000007 5 14.500000000000002 27.250000000000004 39.07500000000001 5.5000000000000009 37.750000000000007 6 90.500000000000014 38.57500000000001 2008.5000000000002 86.000000000000014 14.500000000000002 38.57500000000001 7 30.500000000000004 141.50000000000003 39.500000000000007
decision_type=9 10 9 9 10 9 8 10 10 10 9 8 10 9 8 10 10 10 10 9 8 10 10 10 10 10 9 8 8 10
left_child=1 22 3 7 8 -4 -7 9 -5 -2 26 -12 19 14 16 -3 -13 -18 -16 27 23 -22 24 -21 -1 -11 -8 -6 29 -20
right_child=2 15 5 4 12 6 10 -9 -10 25 11 13 -14 -15 18 -17 17 -19 28 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 -8.7385827096322235e-05 6.1057354884042069e-07 0.00059134855190372097 0 -5.9563031599649179e-05 -0.00014541383820344431 0.0019561421654837926 -5.6470650024837186e-05 6.2220949786251373e-07 0 -0.00056494803548670755 -0.000103204664580033 -6.9169241214125877e-05 -8.3825898973302769e-07 7.986853040786662e-06 -2.5066152566908858e-05 0.00068116340105961492 -5.7504986995984607e-05 -0.00021676373009464162 -2.492996400174511e-05 -0.000445427030778471 -8.3437492133468574e-05 0 3.2336937659932327e-05 0 -7.3529098355284156e-05 7.683654556631589e-06 0.0012283500642052876 -0.00021316452593596406 4.9239020220084403e-05
leaf_weight=64 38 33 311 29 96 32 117 25 116 25 41 27 26 494 64 119 29 29 31 145 34 38 29 27 269 34 546 40 26 26
leaf_count=64 38 33 311 29 96 32 117 25 116 25 41 27 26 494 64 119 29 29 31 145 34 38 29 27 269 34 546 40 26 26
internal_value=-0.00386356 -0.01696 -0.00103215 -0.00378363 -0.00234164 2.91481e-05 -0.000564834 -0.00956391 0.00150685 -0.0123673 -0.000391335 -0.00135218 -0.00377396 -0.00101238 -0.00293004 -0.00282353 -0.00627907 -0.00352542 -0.00116216 -0.00325459 -0.00448627 -0.00810959 -0.0233388 -0.00319075 -0.0239162 -0.00873333 0.00072997 -0.000653061 -0.00366667 -0.00158621
internal_weight=2960 514 2446 673 551 1773 1462 122 145 97 1430 767 406 726 232 152 85 58 147 380 244 72 362 172 333 59 663 136 83 57
internal_count=2960 514 2446 673 551 1773 1462 122 145 97 1430 767 406 726 232 152 85 58 147 380 244 72 362 172 333 59 663 136 83 57
cat_boundaries=0 9 27 28 45 46 48 49 51
cat_threshold=0 0 67108864 4 0 0 0 131072 65536 0 268435584 1073741824 524800 524288 134217794 131072 809500672 33554432 8240 8192 0 0 268435456 0 32 128 384 196640 268435459 1 34603008 2048 0 0 4194304 8192 0 0 32 384 8388624 0 67108864 0 16 210 157728 32 86 84026368 32
is_linear=0
shrinkage=0.04


Tree=16
num_leaves=31
num_cat=9
split_feature=7 0 8 7 0 3 8 9 14 17 5 4 15 4 0 5 3 3 4 0 3 0 5 5 0 3 0 9 0 5
split_gain=72.297 29.2837 7.06374 2.27459 2.60275 1.32172 1.18908 1.14073 0.938203 0.524415 0.601006 0.727194 0.593552 0.429692 0.39701 0.385102 0.370526 0.645821 0.353553 0.330093 0.298268 0.282304 0.391806 0.275988 0.525195 0.26429 0.223826 0.223139 0.213688 0.203672
threshold=0 18.500000000000004 1 2 43.175000000000004 2013.5000000000002 3 4 5 6 2.5000000000000004 11029.500000000002 7 581475000.00000012 35.600000000000009 9.0000000000000018 2017.5000000000002 1999.5000000000002 1300.0000000000002 33.175000000000004 2017.5000000000002 37.750000000000007 1.5000000000000002 1.5000000000000002 42.710000000000008 1971.5000000000002 15.500000000000002 8 39.07500000000001 9.0000000000000018
decision_type=9 10 9 9 10 8 9 9 9 9 10 10 9 10 10 8 10 10 10 10 10 10 8 10 10 10 10 9 10 8
left_child=1 26 7 4 14 -5 27 16 13 10 11 18 20 -8 -4 -14 17 25 23 -17 -11 -9 -23 24 -10 -2 -1 -7 -3 -24
right_child=2 28 3 5 -6 6 8 21 9 12 -12 -13 15 -15 -16 19 -18 -19 -20 -21 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 -2.4395516449708939e-05 0 -0.00010396053267492836 0.000176366753282623 -0.001013850347903157 5.9732111793664441e-07 0.0030353204421335279 -2.3862830683055222e-05 -4.5400915979929905e-05 -5.6908463519134145e-05 9.516169126719987e-06 3.1810748420154296e-05 -5.7404113282020308e-05 -9.9174264437273913e-05 -3.5859355324377184e-05 -5.1766218010864094e-05 -0.00043862965839396847 -8.0911483437837656e-06 -0.00012887594609300914 0.00056769460982756929 0.00043334839208004379 -1.4622253927696388e-05 4.579797108897118e-07 5.6036134060710472e-06 -0.00044925541848400626 -0.0017713142446876978 0 2.0611767457152157e-06 -3.3151300020933608e-05 -8.6811062537641968e-05
leaf_weight=270 111 76 39 285 49 257 107 62 121 399 31 74 54 26 124 36 27 30 28 156 68 28 28 29 26 25 71 132 86 46
leaf_count=270 111 76 39 285 49 257 107 62 121 399 31 74 54 26 124 36 27 30 28 156 68 28 28 29 26 25 71 132 86 46
internal_value=-0.00395451 -0.0175642 -0.00101619 -9.55164e-05 -0.00391031 0.000367391 -9.32037e-05 -0.00611956 -0.000737564 -0.00115392 -0.0025125 -0.0031828 -0.000535911 0.00230556 -0.00163415 0.00102724 -0.00837255 -0.008 -0.00440976 0.00190674 -0.00136402 -0.00310857 -0.00458252 -0.00370621 -0.00440541 -0.00916788 -0.0245497 0.00179 -0.0038773 -0.00298667
internal_weight=2901 503 2398 2041 212 1829 1544 357 1155 1022 309 278 713 133 163 246 193 166 204 192 467 164 102 176 147 136 341 389 162 74
internal_count=2901 503 2398 2041 212 1829 1544 357 1155 1022 309 278 713 133 163 246 193 166 204 192 467 164 102 176 147 136 341 389 162 74
cat_boundaries=0 9 39 56 82 84 85 86 87 89
cat_threshold=0 0 67108864 4 0 0 0 131072 65536 0 12 4 0 2147483648 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 33558528 0 2147483904 0 0 8 0 0 0 0 524288 4096 0 268435584 1048576 526336 524288 134217792 0 0 0 0 0 0 0 0 0 32 4224 16 2048 0 0 0 0 0 0 1 0 0 4 8192 0 0 4096 0 0 0 0 0 0 16777216 0 0 32768 0 18432 131216 10 201326592 0 10240
is_linear=0
shrinkage=0.04


Tree=17
num_leaves=31
num_cat=6
split_feature=7 0 7 9 10 0 2 0 6 0 1 2 0 0 2 2 2 6 3 0 2 2 5 2 3 0 2 4 2 0
split_gain=76.2044 34.7904 2.3834 1.65472 0.996281 1.34292 2.02676 1.26847 1.09723 1.05059 0.846856 0.78355 0.747157 0.642312 0.547791 0.82037 0.503698 0.584243 0.805094 0.76317 0.605122 0.622723 0.507318 0.665558 1.06367 0.443797 0.438944 0.423529 0.414471 0.397299
threshold=0 18.500000000000004 1 2 3 22.250000000000004 3.5000000000000004 40.675000000000004 4 40.675000000000004 5.5000000000000009 4.5000000000000009 14.500000000000002 40.250000000000007 44.500000000000007 57.500000000000007 6.5000000000000009 5 2013.5000000000002 38.57500000000001 11.500000000000002 34.500000000000007 1.5000000000000002 163.00000000000003 2007.5000000000002 47.250000000000007 1.5000000000000002 972430000.00000012 45.500000000000007 39.07500000000001
decision_type=9 10 9 9 9 8 8 10 9 10 10 8 10 10 10 10 8 9 8 10 8 10 10 10 8 10 10 10 8 8
left_child=1 12 -2 -4 5 6 -5 -6 9 -7 -3 13 -1 26 -14 -16 -13 18 -18 -20 -21 27 23 29 -25 28 -10 -22 -9 -19
right_child=2 10 3 4 7 8 -8 25 11 -11 -12 16 14 -15 15 -17 17 22 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0 0.0015160858864633748 -3.4176185320399637e-05 0.0011086453822220209 -5.9025377704009937e-08 0.0018279484526561194 0.0017532933298410975 5.7342827318507262e-07 -0.001007880669899468 -0.00018426145317085166 -0.00081300497741728392 5.8615060687827742e-07 -0.00013590019774966869 0 4.9774599683248536e-05 0 0 4.036537507750038e-05 -0.00035249767591199939 0.00020902807399784579 6.7230363807935548e-06 -0.00016775849769866662 -1.8914365806945935e-05 -6.1260931569134969e-06 -0.00027826103512994119 3.4987395653620512e-05 2.8307630143658247e-05 -8.4290952774869957e-06 6.1889267929566354e-05 -0.00019775920424245386 -2.2041685526914207e-05
leaf_weight=80 208 158 241 25 152 150 234 28 27 31 29 67 175 43 29 74 93 93 53 62 153 93 103 38 51 27 67 25 28 310
leaf_count=80 208 158 241 25 152 150 234 28 27 31 29 67 175 43 29 74 93 93 53 62 153 93 103 38 51 27 67 25 28 310
internal_value=-0.00403392 -0.0173741 -0.000924989 -0.00131701 -0.00170468 -0.00204049 0.0006 0.000731707 -0.00252329 0.0004375 -0.00368085 -0.0029232 -0.0249805 -8.69564e-05 -0.0261219 -0.0229615 -0.00328897 -0.00307349 -0.00188571 -0.00272868 -0.00343713 -0.00425 -0.00392739 -0.00452738 -0.00137778 -0.00319048 -0.00193684 -0.00563128 -0.00519298 -0.00521782
internal_weight=2947 545 2402 2194 1953 1718 259 235 1459 181 187 1278 358 137 278 103 1141 1074 479 386 333 271 595 492 89 83 94 178 56 403
internal_count=2947 545 2402 2194 1953 1718 259 235 1459 181 187 1278 358 137 278 103 1141 1074 479 386 333 271 595 492 89 83 94 178 56 403
cat_boundaries=0 9 26 28 29 30 31
cat_threshold=0 0 67108864 524804 0 0 0 131072 65536 268566528 33 0 8192 0 0 0 8192 0 0 32800 128 0 0 67108864 0 16 1073873152 160 256 80 134
is_linear=0
shrinkage=0.04


Tree=18
num_leaves=31
num_cat=9
split_feature=7 0 11 6 2 9 0 15 2 12 0 2 5 0 7 0 0 12 2 2 12 0 0 3 0 2 2 3 2 0
split_gain=60.8808 36.063 2.47329 1.80098 1.57832 1.33817 1.22318 1.03542 2.22821 1.35471 1.20764 0.826801 0.811071 0.824988 1.17284 1.45049 1.14699 0.757677 0.672436 0.597465 0.556962 0.471791 0.462507 0.459432 1.74423 0.435942 0.516158 0.390754 0.386867 0.372658
threshold=0 18.500000000000004 1 2 224.50000000000003 3 14.500000000000002 4 9.5000000000000018 5 44.07500000000001 1.5000000000000002 4.5000000000000009 18.500000000000004 6 26.500000000000004 36.400000000000006 7 1550.0000000000002 18.500000000000004 8 43.675000000000004 27.250000000000004 2012.5000000000002 38.57500000000001 10.500000000000002 14.500000000000002 1975.5000000000002 295.00000000000006 51.32500000000001
decision_type=9 10 9 9 10 9 10 9 10 9 10 8 8 8 9 10 10 9 8 8 9 10 10 8 10 8 10 10 8 10
left_child=1 6 4 20 19 7 -1 8 -5 23 -10 -11 25 -14 16 -16 -15 18 -17 -2 -4 -22 -3 -9 -25 -13 -27 28 -7 -19
right_child=2 22 3 5 -6 27 -8 9 10 11 -12 12 13 14 15 17 -18 29 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0 -3.1280839034002207e-05 5.6270458259177758e-07 0.0016847087894026492 -0.0011809318499839112 1.3705925044280071e-05 -5.4400449787926699e-05 0 -1.2973548821334012e-05 5.5049114223493233e-07 -7.8923286158743473e-05 -0.0029215808934039871 -1.984799342533095e-06 5.5049114223493233e-07 1.1924397635804584e-05 -0.00033174320352019534 -2.8140142733729439e-05 -5.8681761308542767e-05 2.1763064830480544e-05 -0.00040485438462043723 -0.00041798276550582091 3.0315856526821508e-05 -0.00083140251428812518 -5.188620974965811e-05 5.3292487706750222e-07 -8.1809690874926335e-05 -6.6916400506922014e-05 -4.2828303109322334e-05 0.0067422793081050895 0.0045767068759194982 -2.1594703718044551e-05
leaf_weight=84 30 58 205 39 28 145 268 30 50 37 35 74 132 40 32 86 77 636 25 50 203 28 130 28 58 27 121 77 42 25
leaf_count=84 30 58 205 39 28 145 268 30 50 37 35 74 132 40 32 86 77 636 25 50 203 28 130 28 58 27 121 77 42 25
internal_value=-0.00364012 -0.015608 -0.000826655 -0.000526734 -0.00645378 -0.00108155 -0.0234334 -0.00153039 -0.00491852 -0.00120083 -0.00162791 -0.00081028 -0.000642633 -0.000178368 -0.000603037 -2.94477e-05 -0.00415625 0.000320828 -0.00259016 -0.00987654 0.00175392 0.000347108 -0.00173545 -0.00516535 -0.00708046 -0.00283408 -0.00408054 0.00151273 0.000574468 0.000839286
internal_weight=2900 540 2360 2252 108 1816 352 1552 124 1428 85 1312 1275 1053 921 804 117 772 111 80 436 231 188 116 86 222 148 264 187 661
internal_count=2900 540 2360 2252 108 1816 352 1552 124 1428 85 1312 1275 1053 921 804 117 772 111 80 436 231 188 116 86 222 148 264 187 661
cat_boundaries=0 9 11 12 14 15 16 23 24 25
cat_threshold=131072 0 67108864 524292 0 0 0 131072 65536 2214592514 590368 18 257 30740 144703488 139264 0 128 1048576 0 0 2 131072 320 17959970
is_linear=0
shrinkage=0.04


Tree=19
num_leaves=31
num_cat=8
split_feature=7 0 7 1 7 0 12 6 3 2 0 2 2 0 3 9 12 0 12 3 0 0 2 1 2 2 2 2 0 0
split_gain=65.2785 31.1678 2.92911 1.89136 1.74779 1.56383 1.45852 1.85497 1.3172 0.902381 0.883476 0.915454 1.19441 0.849906 0.807635 0.748517 0.820364 0.742962 0.733333 0.532938 0.553206 0.461758 0.445071 0.431697 0.379965 0.686827 0.338922 0.336243 0.327564 0.321078
threshold=0 18.500000000000004 1 3.5000000000000004 2 39.07500000000001 3 4 2014.5000000000002 2583.5000000000005 16.750000000000004 69.500000000000014 16.500000000000004 14.500000000000002 2012.5000000000002 5 6 29.500000000000004 7 1992.5000000000002 22.250000000000004 33.175000000000004 34.500000000000007 5.5000000000000009 144.50000000000003 14.500000000000002 18.500000000000004 25.500000000000004 29.500000000000004 32.500000000000007
decision_type=9 10 9 10 9 8 9 9 8 8 10 10 10 10 8 9 9 10 9 10 10 8 10 10 10 10 8 10 10 10
left_child=1 13 3 -2 -4 19 10 26 -9 18 -6 12 -12 -1 -14 21 -17 -3 22 20 -5 -10 -7 -23 25 -20 28 -19 -8 -18
right_child=2 17 4 5 6 9 7 8 15 -11 11 -13 14 -15 -16 16 29 27 24 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 0.0019760102638217507 5.4019639925684262e-07 0.00036463227798204107 -5.8638828432648893e-05 5.2847149653700856e-07 -0.00027070602231548177 5.4091568816883911e-07 5.218425325363976e-05 -0.00024414438184399318 -0.0019626631660904182 -6.7177636015797345e-05 2.7815013431581795e-05 4.1795477589537435e-07 0 -0.00011805429527873178 9.5906637650902836e-05 -0.00018729643015356095 -4.0131061625851265e-05 1.1573591808198253e-05 -0.0003534463518355816 -0.00013482615834579248 -5.7032094336445189e-05 -3.5787710760336716e-05 1.3224174520045141e-05 0.00026305671907202969 -5.5852472185675752e-05 5.2847149653700856e-07 -5.2335271787626509e-05 3.9676099432747632e-06 -5.4297582770183787e-05
leaf_weight=79 91 53 305 26 58 67 46 142 28 32 171 50 25 269 99 140 26 54 67 29 47 183 51 30 25 81 262 55 177 159
leaf_count=79 91 53 305 26 58 67 46 142 28 32 171 50 25 269 99 140 26 54 67 29 47 183 51 30 25 81 262 55 177 159
internal_value=-0.00351503 -0.0163532 -0.000729819 -0.00337002 2.0922e-06 -0.00455399 -0.000532669 0.00017608 -0.00112378 -0.00317284 -0.00257971 -0.0034104 -0.00425676 -0.023404 -0.007232 -0.00200353 -0.000654762 -0.00215951 -0.00245205 -0.00885437 -0.00686486 -0.00363492 -0.00471318 -0.0031215 -0.000586956 -0.00139597 0.00205645 -0.00403636 0.000946429 -0.00234694
internal_weight=2927 510 2417 516 1901 425 1596 1193 708 323 403 345 295 348 124 566 325 162 291 102 73 241 118 213 173 148 485 109 223 185
internal_count=2927 510 2417 516 1901 425 1596 1193 708 323 403 345 295 348 124 566 325 162 291 102 73 241 118 213 173 148 485 109 223 185
cat_boundaries=0 9 27 45 47 48 50 51 53
cat_threshold=0 0 67108864 4 0 0 0 131072 65536 147456 268435456 1048576 2621440 2 134217794 0 541065216 33556480 268435456 8192 256 128 0 0 0 4224 384 268435457 17 1644175360 0 0 0 0 8192 0 48 0 128 0 268435456 67108864 0 16 512 205056 2 26 0 28676 1049602 1277952 32
is_linear=0
shrinkage=0.04


Tree=20
num_leaves=31
num_cat=11
split_feature=7 0 8 7 0 12 9 0 0 15 2 0 8 0 10 7 0 3 2 3 12 2 2 2 2 11 0 2 2 2
split_gain=66.5096 35.8784 5.52584 2.91565 2.18828 1.70998 1.57869 1.44611 1.37071 1.35193 0.996882 0.949352 0.715116 0.714645 0.69938 0.837982 0.649061 0.552479 2.01284 0.54636 0.90399 0.543042 1.76154 0.618518 0.509087 0.475167 0.520479 0.497658 0.454481 0.446339
threshold=0 18.500000000000004 1 2 39.07500000000001 3 4 30.500000000000004 14.500000000000002 5 32.500000000000007 40.250000000000007 6 47.250000000000007 7 8 33.175000000000004 1991.5000000000002 19.500000000000004 2024.5000000000002 9 51.500000000000007 18.500000000000004 28.500000000000004 18.500000000000004 10 44.07500000000001 1025.0000000000002 35.500000000000007 20.500000000000004
decision_type=9 10 9 9 8 9 9 10 10 9 8 10 9 10 9 9 10 10 10 8 9 8 10 10 10 9 10 8 10 10
left_child=1 8 5 4 10 7 25 -2 -1 13 -4 -6 -11 -8 -14 -16 -3 18 -9 24 29 22 -7 -24 -17 -5 27 -27 -26 -21
right_child=2 16 3 6 11 21 9 17 -10 12 -12 -13 14 -15 15 19 -18 -19 -20 20 -22 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=0 -1.5516697820804154e-05 5.1858854327235809e-07 -7.6175718556044074e-05 -1.2077762061086574e-06 1.093002280539818e-05 -1.9332519532851378e-05 -0.0013831597840125815 -0.00013097331600259808 0 5.0733263670110771e-07 -0.00033082918728619874 -0.00011533159105950512 0.0023539598053236169 0.00019370604640388936 0.0031116097189644322 0.0009498223120347983 -4.6795608633239675e-05 -0.00066993496883090782 -1.6556202939180914e-05 -0.00017388351944185238 2.6018742018862895e-06 -2.1387183852879685e-05 -0.00018935861557741615 -0.00010810951174446824 -3.0487782850667908e-05 -8.9965265261532259e-05 -0.0018988363897938872 0.00016879572747351975 2.3467072768702289e-05 -2.0192294815897012e-05
leaf_weight=79 27 64 28 149 110 95 76 31 261 327 26 48 141 25 110 146 89 25 33 91 452 87 31 33 49 85 41 35 94 46
leaf_count=79 27 64 28 149 110 95 76 31 261 327 26 48 141 25 110 146 89 25 33 91 452 87 31 33 49 85 41 35 94 46
internal_value=-0.0034971 -0.0167222 -0.000748776 5.55025e-05 -0.00426906 -0.00523324 0.00056869 -0.00925984 -0.0242815 0.00108929 -0.0113455 -0.00206289 0.00140695 -0.00317857 0.000908772 0.000512513 -0.000961039 -0.0124889 -0.0102154 8.099e-05 -0.000616949 -0.00301946 -0.004525 -0.0096 0.00150345 -0.00199377 -0.00346512 -0.00231405 -0.000194444 -0.00332432
internal_weight=2934 493 2441 2079 212 362 1867 116 340 1557 54 158 1456 101 1129 988 153 89 64 878 589 246 159 64 289 310 161 120 143 137
internal_count=2934 493 2441 2079 212 362 1867 116 340 1557 54 158 1456 101 1129 988 153 89 64 878 589 246 159 64 289 310 161 120 143 137
cat_boundaries=0 9 39 57 59 61 62 88 89 106 107 108
cat_threshold=0 0 67108864 4 0 0 0 131072 65536 1342177280 12 4 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 33558528 0 256 0 0 8 0 16384 64 0 0 4096 131072 268435584 1048576 524288 0 134217730 0 268435456 0 32 0 0 0 268435456 0 32 128 128 157696 32 256 12288 134217728 0 2048 0 134217728 0 0 0 0 1 0 0 4 0 512 0 4096 0 0 0 0 0 0 16777216 0 0 268435456 17 0 1 536879104 2048 0 0 0 0 2048 0 0 0 0 0 0 0 4096 98336 32772
is_linear=0
shrinkage=0.04


Tree=21
num_leaves=31
num_cat=10
split_feature=7 0 8 7 8 3 0 4 0 0 12 5 9 0 5 8 9 16 5 0 0 0 9 5 0 0 4 4 0 0
split_gain=72.3692 38.6444 3.53038 1.98294 1.63165 1.47701 1.43333 1.25903 1.19207 0.925852 0.792917 0.927016 0.692962 0.653961 0.575057 0.481784 0.481569 0.471649 0.443113 0.432211 0.393997 0.372068 0.360739 0.414234 0.379717 0.34994 0.380899 0.336282 0.314092 0.291448
threshold=0 18.500000000000004 1 2 3 2024.5000000000002 14.500000000000002 8.0000000000000018 22.250000000000004 36.900000000000006 4 10.500000000000002 5 29.500000000000004 3.5000000000000004 6 7 8 1.5000000000000002 40.250000000000007 33.175000000000004 18.500000000000004 9 2.5000000000000004 44.07500000000001 40.250000000000007 1.0000000180025095e-35 12000.000000000002 45.425000000000004 33.175000000000004
decision_type=9 10 9 9 9 8 10 10 10 10 9 8 9 10 8 9 9 1 8 10 8 10 9 10 10 10 10 8 10 10
left_child=1 6 15 25 7 12 -1 8 -5 14 11 -11 19 -3 -7 -2 -17 -10 27 29 21 -16 24 -24 -20 -4 -27 -12 -26 -6
right_child=2 13 3 4 5 9 -8 -9 17 10 18 -13 -14 -15 20 16 -18 -19 22 -21 -22 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=0 4.8703933124727434e-07 4.9784500156135891e-07 0.00078551782547805246 1.7652123756306537e-06 -6.1803870948088488e-05 -9.3692081227729265e-05 0 8.1358610460521525e-06 -0.00013378381923523301 -9.3754585754521145e-06 -5.4677588372568675e-05 -0.00038543093994079103 0.0034693382244544019 -4.4975710444255897e-05 2.4977992337937848e-06 -5.8099217514468175e-05 0.00037352834203655346 -0.00049419838297025257 -2.1139561280557685e-05 -3.117403611051239e-05 0.0038686625990435475 -0.00014294844947693891 1.9159206989872556e-05 -4.046120445540726e-05 -0.0012349667584806209 -0.00025112339981708023 5.5314592920059695e-05 -0.00010283088757793133 -8.9995093028147873e-06 7.679928633279586e-06
leaf_weight=86 343 54 152 33 25 31 270 35 131 60 30 126 136 128 39 113 160 25 215 37 95 49 126 36 38 32 46 52 33 181
leaf_count=86 343 54 152 33 25 31 270 35 131 60 30 126 136 128 39 113 160 25 215 37 95 49 126 36 38 32 46 52 33 181
internal_value=-0.00354078 -0.0166266 -0.000503766 -0.00141375 -0.00193523 -0.00136667 -0.0245826 -0.0050383 -0.00654737 -0.00223416 -0.00292329 -0.00515736 0.000726316 -0.0019235 7.44188e-05 0.00207974 0.000746479 -0.008 -0.0019963 -0.000582677 0.000934783 -0.000988764 -0.00153229 4.62429e-05 -0.00234343 0.0019917 -0.000101266 -0.00472289 -0.00494444 0.000115942
internal_weight=2917 538 2379 1763 1533 1309 356 224 189 930 716 186 379 182 214 616 273 156 530 243 183 88 448 162 286 230 78 82 71 206
internal_count=2917 538 2379 1763 1533 1309 356 224 189 930 716 186 379 182 214 616 273 156 530 243 183 88 448 162 286 230 78 82 71 206
cat_boundaries=0 9 39 56 83 84 86 115 117 118 120
cat_threshold=131072 0 67108864 516 0 0 0 131072 65536 1073741840 2 0 134217728 8192 0 0 0 1 32768 0 2052 10240 1048576 268435456 4096 0 0 0 10240 0 524288 20971520 0 0 1073774592 4 0 524288 8192 268435457 49 1073741824 2048 0 0 0 8192 0 0 8192 2097152 16 268435456 67108864 0 16 0 2056 4 0 0 0 0 2147483648 0 0 0 131072 0 0 0 0 0 0 33554432 0 256 0 0 0 0 16384 64 67280928 0 18448 0 0 0 134217728 8192 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 10240 0 524288 16777216 0 0 0 4 0 524288 0 2048 2 0 26628
is_linear=0
shrinkage=0.04


Tree=22
num_leaves=31
num_cat=7
split_feature=7 0 8 8 0 0 5 9 5 6 0 12 2 2 4 11 2 2 2 3 2 2 2 5 3 0 2 2 4 2
split_gain=71.131 38.6451 4.29153 2.04842 1.90827 1.51485 1.29688 1.25705 1.04553 0.848574 0.933416 0.839804 0.808097 0.67133 0.607995 0.501149 0.604115 0.768907 0.46387 0.445538 0.679431 0.384697 0.368626 0.368172 0.357795 0.661304 0.455688 0.65775 0.309865 0.307424
threshold=0 18.500000000000004 1 2 40.675000000000004 14.500000000000002 1.5000000000000002 3 1.5000000000000002 4 54.500000000000007 5 18.500000000000004 83.500000000000014 353375000.00000006 6 12.500000000000002 59.500000000000007 10.500000000000002 2000.5000000000002 27.500000000000004 20.500000000000004 4.5000000000000009 1.5000000000000002 1998.5000000000002 32.500000000000007 12.500000000000002 28.500000000000004 6050.0000000000009 6.5000000000000009
decision_type=9 10 9 9 8 10 8 9 8 9 8 9 8 10 10 9 10 10 10 10 10 10 10 10 10 10 10 10 8 8
left_child=1 5 6 -4 7 -1 -2 8 28 14 13 12 -10 29 22 16 -13 19 -3 21 -21 -18 -6 -14 25 -8 -27 -28 -5 -11
right_child=2 18 3 4 9 -7 24 -9 11 10 -12 15 23 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0 1.470882312598906e-05 -8.5549058806493885e-05 4.6755775798601464e-07 -9.6498638982763819e-05 -0.0012296069351446475 0 -0.0001019571615328862 0.0034444047922768269 -0.00010219186464832509 5.3639689565224087e-05 -7.7690080350115812e-05 7.6219536534866323e-05 -1.7896317779317e-05 -0.0005454567542089023 -0.00012491674678726306 2.3828597902303147e-05 -0.00011723731424852351 0.000174752600787223 -6.4321681076178365e-06 0.0048133585733608928 -0.00017104738475750192 -1.1705320077598382e-05 -0.00082524579932915696 1.2611053082725048e-05 -0.000179637509063586 -5.015183557003592e-05 -0.00012694447766877447 -5.7541555385173733e-05 -5.5422825567566186e-05 -1.3074205880246561e-05
leaf_weight=83 34 27 414 26 40 279 27 307 174 30 38 114 199 26 28 305 35 40 150 27 26 42 32 33 47 43 33 61 80 151
leaf_count=83 34 27 414 26 40 279 27 307 174 30 38 114 199 26 28 305 35 40 150 27 26 42 32 33 47 43 33 61 80 151
internal_value=-0.00346748 -0.0164436 -0.000491952 8.63179e-05 -0.000514739 -0.0242204 -0.00539062 0.000136267 -0.0005 -0.00317919 -0.00164062 -0.000100401 -0.00147722 -0.000634615 -0.00612613 0.00086 -0.000352542 -0.00187134 -0.00141573 -0.00335878 -0.000518518 -0.00528205 -0.00865753 3.43349e-05 -0.00677358 -0.00766061 -0.00878261 -0.0103579 -0.00426168 0.000241758
internal_weight=2951 539 2412 2167 1753 362 245 1408 1101 345 245 995 406 207 100 589 284 170 177 130 53 77 72 232 211 164 137 94 106 181
internal_count=2951 539 2412 2167 1753 362 245 1408 1101 345 245 995 406 207 100 589 284 170 177 130 53 77 72 232 211 164 137 94 106 181
cat_boundaries=0 9 35 65 67 68 70 71
cat_threshold=131072 0 67108864 524292 0 0 0 131072 65536 268435456 8 4 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33558528 0 2147483904 0 4194304 0 0 32768 16 0 0 0 0 0 0 0 1 0 0 4 0 1048576 0 4096 0 0 0 10240 0 0 16777216 0 0 0 0 0 0 8192 257 22532 92 68323392 34 4
is_linear=0
shrinkage=0.04


Tree=23
num_leaves=31
num_cat=11
split_feature=7 0 8 7 0 0 8 7 3 12 12 0 4 4 9 0 9 0 0 3 12 6 0 4 0 4 0 4 0 3
split_gain=74.1091 39.1845 3.91593 3.09747 1.45486 1.39686 1.36768 1.3983 1.67434 1.13016 1.02014 0.999054 0.997675 0.825156 0.821391 0.691966 0.672249 0.668142 1.14987 0.589296 0.35773 0.303332 0.2437 0.231807 0.213323 0.19066 0.170097 0.162608 0.255543 0.138116
threshold=0 18.500000000000004 1 2 14.500000000000002 36.900000000000006 3 4 1.0000000180025095e-35 5 6 29.500000000000004 6789.5000000000009 1950.0000000000002 7 38.57500000000001 8 42.960000000000008 47.250000000000007 2017.5000000000002 9 10 39.07500000000001 2331015000.0000005 35.250000000000007 83116615000.000015 39.07500000000001 55.000000000000007 44.07500000000001 1997.5000000000002
decision_type=9 10 9 9 10 10 9 9 10 9 9 10 8 8 9 8 9 8 10 8 9 9 10 8 10 8 10 10 10 10
left_child=1 4 10 5 -1 -4 -5 20 9 16 22 -3 -12 -11 17 -16 23 24 -19 -14 -8 29 -2 -9 -15 -17 -26 28 -18 -10
right_child=2 11 3 6 -6 -7 7 8 21 13 12 -13 19 14 15 25 27 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0 -0.00011154841524204013 7.3521792586461744e-07 -8.0206576416196672e-05 4.488554476722584e-07 0 -9.1835993391459374e-05 1.3357043061805709e-05 -8.3868452649032044e-05 1.0647170690367385e-05 -6.9110222674777618e-05 3.5737540356250373e-06 -4.3179026253941506e-05 -0.00027829063937762132 -0.00010008810612685936 6.0033718313843302e-05 -0.00021053416065365917 2.7350739390116659e-05 -0.0027666985423540338 1.2268824908306908e-05 -0.00015208242923520803 0.0005776400875708215 0.0022795397463128341 8.2795359648868906e-07 -5.1867235017665e-05 0.0013773049802034249 -0.00031942674166628241 -1.4098864392497399e-06 0.00048392017934546821 -0.00040459132520516937 -2.6294204149520209e-06
leaf_weight=80 48 49 44 348 264 64 107 36 31 26 25 103 39 42 35 39 163 35 36 134 233 207 65 110 38 118 178 60 31 120
leaf_count=80 48 49 44 348 264 64 107 36 31 26 25 103 39 42 35 39 163 35 36 134 233 207 65 110 38 118 178 60 31 120
internal_value=-0.00341286 -0.0173097 -0.000475444 0.000153409 -0.025113 -0.00611765 0.00052495 3.6232e-05 -0.00056231 -0.00144726 -0.00458385 -0.000732026 -0.00635407 -0.00260215 -0.00229119 -0.00429557 0.000194647 -0.000952941 -0.00438889 -0.00774713 0.0022792 0.00176045 -0.00119355 -0.00188535 -3.08879e-05 -0.00564557 0.000479263 0.00141887 0.000902564 0.000271605
internal_weight=2908 496 2412 2101 344 108 1993 1645 1305 947 311 152 198 547 521 192 400 329 71 173 340 358 113 146 258 157 216 254 194 151
internal_count=2908 496 2412 2101 344 108 1993 1645 1305 947 311 152 198 547 521 192 400 329 71 173 340 358 113 146 258 157 216 254 194 151
cat_boundaries=0 9 39 56 79 96 98 100 102 104 105 106
cat_threshold=0 0 67108864 4 0 0 0 131072 65536 0 1048584 4 0 1073741824 0 0 0 0 0 0 33554432 64 0 0 0 0 0 33558528 0 2147483904 0 4194304 8 0 16384 64 0 0 4096 131072 268435456 1073741824 524288 524288 8194 33554432 0 0 0 0 0 0 0 0 0 128 0 0 0 0 0 1 0 0 1 32768 0 4 8192 1048576 0 0 0 0 0 8192 128 524288 16777216 268435457 17 8192 0 0 0 0 536879104 2048 48 0 128 16 268435456 0 0 16 67126274 34 16780384 32 0 6176 0 28672 68165984 384
is_linear=0
shrinkage=0.04


Tree=24
num_leaves=31
num_cat=10
split_feature=7 0 7 12 8 6 0 0 0 8 7 2 0 2 0 3 12 6 2 2 2 0 4 4 2 4 2 6 0 2
split_gain=78.0289 37.4038 3.23991 1.4794 1.42376 1.01485 1.00823 1.00649 0.826152 0.777219 0.965325 0.695221 0.654639 0.860365 0.653311 0.72484 0.683748 0.552902 0.616446 0.506329 0.865491 0.411063 0.404991 0.364655 0.576035 0.358498 0.337167 0.498435 0.39115 0.289997
threshold=0 18.500000000000004 1 2 3 4 32.500000000000007 44.07500000000001 27.250000000000004 5 6 6.5000000000000009 39.07500000000001 95.500000000000014 52.740000000000002 2000.5000000000002 7 8 23.500000000000004 16.500000000000004 136.50000000000003 14.500000000000002 111.00000000000001 55065260000.000008 136.50000000000003 3215.5000000000005 1.0000000180025095e-35 9 44.07500000000001 85.500000000000014
decision_type=9 10 9 9 9 9 10 10 10 9 9 8 10 10 8 10 9 9 10 8 10 10 10 8 8 8 10 9 10 8
left_child=1 21 3 19 11 6 -5 -7 -3 25 -11 -4 -8 -14 15 16 26 22 -19 -2 -21 -1 -18 -13 -25 -6 -12 -28 -29 -27
right_child=2 8 4 5 9 7 12 -9 -10 10 14 23 13 -15 -16 -17 17 18 -20 20 -22 -23 -24 24 -26 29 27 28 -30 -31
leaf_value=0 0.00023952684938328609 7.0580920883855926e-07 -0.00025933645559420834 -3.985184474721848e-05 -1.6518198045215744e-06 0.00021349884132195525 -0.00058038736320759597 -0.00081837846500782026 -4.1555717578349698e-05 0.0011164720534067691 -0.00083841960383050868 2.2361846454072309e-05 -0.00033024762733768574 -1.4057948211570527e-06 -0.00015553544952652703 0.00014621170688493775 0.00088823431785984511 5.9595783478241419e-06 -8.140161037599633e-05 -0.00017092672215538452 0.00016246519106111253 0 -4.1188712046097614e-05 -3.2457495254663198e-05 3.2477342541236181e-05 4.309012297909476e-07 1.4801692016480931e-05 -0.0001907268749181899 3.2360351688676284e-05 -6.7202779420891812e-08
leaf_weight=83 47 56 44 66 38 104 35 35 101 201 37 78 108 28 27 238 143 208 85 52 32 275 25 116 46 341 116 123 28 34
leaf_count=83 47 56 44 66 38 104 35 35 101 201 37 78 108 28 27 238 143 208 85 52 32 275 25 116 46 341 116 123 28 34
internal_value=-0.00333446 -0.0173004 -0.000302535 -0.00311197 0.000449716 -0.00438243 -0.00601613 -0.00136 -0.00134177 0.000903928 0.000389694 -0.00211525 -0.00788372 -0.00654015 -0.000115274 5.1793e-05 -0.000548303 0.000432204 -0.000618421 0.000591549 -0.00122353 -0.0247577 0.00218994 -0.0013278 -0.00240491 0.00238679 -0.00198095 -0.00153731 -0.00293827 0.00281915
internal_weight=2950 515 2435 507 1928 376 237 139 157 1644 1231 284 171 136 1030 1003 765 461 293 131 84 358 168 240 162 413 304 267 151 375
internal_count=2950 515 2435 507 1928 376 237 139 157 1644 1231 284 171 136 1030 1003 765 461 293 131 84 358 168 240 162 413 304 267 151 375
cat_boundaries=0 9 27 28 58 59 86 103 105 106 107
cat_threshold=0 0 67108864 4 0 0 0 131072 65536 147458 144 1073741824 524800 524288 134217730 33554432 536870912 2048 268435456 0 256 128 0 0 32 4224 256 1059136 1073741824 8 4 0 65536 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 256 0 4194304 8 0 0 64 0 0 4096 266 0 0 0 0 0 1 262144 0 0 0 0 4 8192 1048576 0 0 0 0 0 0 128 0 16777216 0 0 0 4 268435457 1 0 0 0 0 0 8192 33554432 32 0 128 0 0 0 0 1073741840 106816 2 26 266
is_linear=0
shrinkage=0.04


Tree=25
num_leaves=31
num_cat=9
split_feature=7 0 7 1 13 0 7 17 2 2 2 2 0 0 2 12 2 12 5 1 2 0 0 2 9 1 12 0 2 2
split_gain=66.8338 36.972 2.89799 1.41238 1.68466 1.23742 0.834876 0.966997 0.676898 0.51894 0.817688 0.535227 0.481955 0.990015 0.47328 0.448756 1.11625 0.428016 0.548231 0.701282 0.370547 0.364848 0.68216 0.763915 0.574916 0.406735 0.547188 0.514697 0.534515 0.533699
threshold=0 18.500000000000004 1 2.5000000000000004 2 14.500000000000002 3 4 5.5000000000000009 22.500000000000004 51.500000000000007 73.500000000000014 42.250000000000007 45.425000000000004 41.500000000000007 5 59.500000000000007 6 1.5000000000000002 4.5000000000000009 25.500000000000004 18.500000000000004 25.500000000000004 29.500000000000004 7 5.5000000000000009 8 38.57500000000001 3.5000000000000004 11.500000000000002
decision_type=9 10 9 10 9 10 9 9 8 10 10 10 10 10 10 9 10 9 8 10 8 8 10 10 9 8 9 10 10 10
left_child=1 5 3 -2 -5 -1 -4 8 -8 -7 14 -12 15 -14 -11 -6 -17 -10 -19 -20 -21 -9 23 -23 -24 26 -26 -28 -29 -30
right_child=2 -3 6 4 12 9 7 21 17 10 11 -13 13 -15 -16 16 -18 18 19 20 -22 22 24 -25 25 -27 27 28 29 -31
leaf_value=0 0.0019181996887524869 -1.0229525567240217e-05 0.00010642057639978427 -2.2404874758623108e-07 -5.9993051205566622e-05 0 -0.0004600696367007684 4.136651806163627e-07 3.1110335235183051e-06 0 0 0 -0.0021723141984457341 -5.876065268305051e-05 0 -4.4782152719858636e-05 -0.00040141243879745581 -8.8725799912557377e-05 -0.00037727247021493839 -9.5839571926955282e-07 4.9262185651985752e-05 -0.00021009260713343366 0.0022547397010107334 1.4654180321700475e-05 5.7699254025676222e-06 3.1657181614342955e-05 3.6791329383036966e-05 0.0001599989357528123 -0.00016949128785865469 -1.4851265602838282e-05
leaf_weight=87 82 184 235 169 100 82 27 193 184 80 34 47 34 40 27 94 39 41 35 68 32 34 236 29 335 155 32 35 45 109
leaf_count=87 82 184 235 169 100 82 27 193 184 80 34 47 34 40 27 94 39 41 35 68 32 34 236 29 335 155 32 35 45 109
internal_value=-0.00318085 -0.0157174 -0.000262322 -0.00275571 -0.00363941 -0.0234972 0.000511983 0.000174891 -0.00153769 -0.0249446 -0.0233228 -0.0267805 -0.00532075 -0.00832 -0.0204815 -0.0045641 -0.00602778 -0.00110803 -0.0024385 -0.00132353 0.00039604 0.000734761 0.000435213 -0.0035625 0.000704641 0.000116344 -0.000387792 -0.00187931 -0.00275789 -0.00376774
internal_weight=2924 541 2383 558 476 357 1825 1590 387 270 188 81 307 74 107 233 133 360 176 135 100 1203 1010 63 947 711 556 221 189 154
internal_count=2924 541 2383 558 476 357 1825 1590 387 270 188 81 307 74 107 233 133 360 176 135 100 1203 1010 63 947 711 556 221 189 154
cat_boundaries=0 9 27 28 45 46 47 49 51 52
cat_threshold=131072 0 67108864 524292 0 0 0 131072 65536 0 268435584 1073750016 2560 524290 134217730 0 536870912 33556480 32 8192 320 268435584 0 0 32 4224 128 4 268451841 17 33554432 2097152 0 0 0 8192 0 0 0 128 8388608 268435456 0 0 16 41 41026 32770 32 1073741824 164 16852066
is_linear=0
shrinkage=0.04


Tree=26
num_leaves=31
num_cat=7
split_feature=7 0 8 7 8 2 2 3 0 2 7 0 0 0 5 12 0 13 2 3 0 2 2 1 2 2 2 2 2 2
split_gain=72.9984 37.0534 4.10736 3.26737 1.53353 1.26251 2.04993 1.18093 1.14395 1.01367 0.980455 1.7435 0.744321 0.720283 0.690019 0.778844 0.592156 0.58249 0.518165 0.455311 0.669421 0.934923 0.412244 0.395912 0.34166 0.295523 0.28852 0.256766 0.251653 0.414555
threshold=0 18.500000000000004 1 2 3 114.50000000000001 74.500000000000014 2018.5000000000002 39.07500000000001 20.500000000000004 4 43.175000000000004 14.500000000000002 38.57500000000001 4.5000000000000009 5 29.500000000000004 6 9.5000000000000018 1.0000000180025095e-35 39.07500000000001 4.5000000000000009 30.500000000000004 5.5000000000000009 59.500000000000007 32.500000000000007 13.500000000000002 24.500000000000004 20.500000000000004 16.500000000000004
decision_type=9 10 9 9 9 8 10 8 10 10 9 10 10 10 8 9 10 9 10 10 8 8 8 10 10 10 8 8 10 10
left_child=1 12 5 8 -5 6 7 -2 -4 -10 11 17 -1 23 26 19 -3 18 -6 20 22 -22 -16 -7 -17 -23 -12 -13 29 -9
right_child=2 16 3 4 10 13 -8 28 9 -11 14 27 -14 -15 15 24 -18 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 -0.00017228451349154698 1.0867578632201003e-06 -0.00010692428616594831 3.9711857340307689e-07 -0.00013648434725801767 8.3164112831625643e-06 -0.00013530833523746767 -0.00010626022296805398 -0.00060005595324250885 6.8260741786622131e-05 3.7068685236882815e-06 -0.00062779524170944782 0 2.2464626376859625e-05 -7.9345405918880628e-06 4.7235318771481397e-05 -3.9276603103436259e-05 3.5526670817923262e-05 -1.9027315640836919e-06 6.5849358692403009e-05 3.8918271852390726e-05 -0.00045993279750815319 0.0010785166299219428 -0.00072653871907835121 0.00011032495753613871 -3.8384116057728786e-05 -6.7556391456588798e-05 -0.00081944179932622724 -1.3107065761819577e-05 -0.00019575092341459039
leaf_weight=81 51 51 42 470 28 36 27 106 33 27 81 34 265 36 34 492 105 142 81 138 26 91 46 25 134 43 94 40 45 25
leaf_count=81 51 51 42 470 28 36 27 106 33 27 81 34 265 36 34 492 105 142 81 138 26 91 46 25 134 43 94 40 45 25
internal_value=-0.00327782 -0.0169825 -0.000365874 0.00031816 0.000693199 -0.00429834 -0.00589804 -0.00461403 -0.00630088 -0.00327869 6.33665e-05 -0.00184524 -0.0245994 -0.000530612 0.000601681 0.00101095 -0.00112102 -0.000301587 -0.00236667 -0.000431876 -0.00149378 -0.00298137 0.00148148 -0.00316129 0.00185871 -0.00432593 -0.00170455 -0.00725333 -0.00302825 -0.00390909
internal_weight=2929 502 2427 2076 1974 351 254 227 102 60 1504 325 346 97 1179 1004 156 251 109 378 240 160 80 61 626 134 175 74 176 131
internal_count=2929 502 2427 2076 1974 351 254 227 102 60 1504 325 346 97 1179 1004 156 251 109 378 240 160 80 61 626 134 175 74 176 131
cat_boundaries=0 9 36 54 84 101 102 103
cat_threshold=0 0 67108864 4 0 0 0 131072 65536 1073741824 12 4 0 1073741824 0 0 2147483648 0 0 0 33554688 64 0 0 0 0 0 33558528 0 2147483648 0 4194304 8 0 16384 64 131072 0 0 524288 524288 134217728 0 0 33554432 0 0 0 0 0 0 32 0 128 0 0 0 0 2147483648 1 0 0 0 0 0 4 0 0 0 4096 0 0 0 10240 128 524288 16777216 0 0 268435456 0 0 524288 8192 2 0 1048576 2048 2 0 131072 536870912 0 32 8192 0 0 268435456 0 0 4096 17875296 10
is_linear=0
shrinkage=0.04


Tree=27
num_leaves=31
num_cat=10
split_feature=7 16 7 15 3 7 2 12 2 3 2 9 12 12 1 15 2 2 2 2 1 5 2 2 2 2 2 4 4 2
split_gain=73.3235 13.0347 2.2032 1.50291 1.40267 1.15401 0.989248 0.905534 0.867442 0.67642 0.673878 0.604563 0.85687 0.613331 0.728051 0.599595 0.43525 0.826889 0.483597 0.420619 0.395033 0.834905 0.301849 0.393783 0.2525 0.605342 0.362908 0.233038 0.222767 0.225582
threshold=0 1 2 3 2013.5000000000002 4 13.500000000000002 5 17.500000000000004 2015.5000000000002 101.50000000000001 6 7 8 5.5000000000000009 9 17.500000000000004 41.500000000000007 9.5000000000000018 272.00000000000006 4.5000000000000009 5.5000000000000009 163.00000000000003 11.500000000000002 8.5000000000000018 15.500000000000002 11.500000000000002 293.00000000000006 481.00000000000006 28.500000000000004
decision_type=9 1 9 9 10 9 10 9 10 10 10 9 9 9 8 9 8 10 10 8 10 8 8 10 8 10 10 10 10 8
left_child=1 8 7 6 10 -5 -4 22 -1 15 -3 13 19 24 16 -9 18 -18 -15 -13 -17 -22 23 -2 -7 26 -26 -16 29 -14
right_child=2 4 3 5 -6 11 -8 9 -10 -11 -12 12 28 14 27 20 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00011354657779522773 -0.00017789143008744998 0 -0.00080950691544195595 0.00061559962321614242 -3.1601894609843206e-06 3.9685999972198941e-05 -2.819892310434004e-07 1.6016704242854961e-05 -2.4546176533817223e-05 -0.00014039980987993634 0 -2.1147134361735435e-07 7.2330895781435422e-07 -0.00011942739914741086 -9.3511356983202039e-05 0.00033849565195204077 -0.0001912820712574332 -4.5915766611109354e-05 1.7167890222080188e-05 -0.00022560237382408758 -1.0557851843226234e-05 -0.0004234105174763596 -0.0006238490744206631 -0.00033591622588263005 -5.3976014104727131e-05 1.2264319341184581e-05 -9.8101648988388124e-05 0.00014327935329175122 -7.1637879642162122e-05 1.9538662921843855e-05
leaf_weight=46 31 378 56 320 27 64 54 127 69 32 25 435 292 59 52 31 44 53 46 37 89 42 25 56 41 115 25 28 29 194
leaf_count=46 31 378 56 320 27 64 54 127 69 32 25 435 292 59 52 31 44 53 46 37 89 42 25 56 41 115 25 28 29 194
internal_value=-0.00329524 -0.0163669 -0.00022278 0.00035601 -0.0198608 0.000637399 -0.00396694 -0.00276577 -0.00465517 -0.00155422 -0.0204653 0.000167869 0.000749499 -0.000914498 -0.002157 -0.00097931 -0.00350739 -0.00542857 -0.00169811 -0.000480331 -0.00249711 -0.00360606 -0.00578862 -0.00740909 0.000546875 -0.000197802 -0.00322388 0.000987654 0.00186312 0.00210267
internal_weight=2922 545 2377 1944 430 1834 110 433 115 321 403 1514 987 527 282 289 202 97 105 472 162 131 112 87 245 181 66 80 515 486
internal_count=2922 545 2377 1944 430 1834 110 433 115 321 403 1514 987 527 282 289 202 97 105 472 162 131 112 87 245 181 66 80 515 486
cat_boundaries=0 16 17 35 36 53 54 56 58 60 61
cat_threshold=131072 0 67108864 524292 0 0 0 131072 65536 0 0 0 0 0 0 32 2 16384 128 536870912 512 524288 134225922 33554432 805306368 33556480 268435488 8192 0 128 0 0 0 128 384 142606336 268435459 1 1048576 262144 34 64 0 8192 0 0 0 128 0 0 0 0 4112 84050976 256 28676 253984 34 67339360 2 67108864
is_linear=0
shrinkage=0.04


Tree=28
num_leaves=31
num_cat=6
split_feature=0 0 8 2 8 2 2 1 2 0 0 9 13 3 2 4 2 4 5 2 2 2 2 2 2 2 8 2 9 2
split_gain=60.4063 5.47031 3.00283 1.48743 1.31145 1.17813 1.08206 1.04758 1.21781 1.28235 0.709776 1.00467 1.04376 1.12627 0.714845 0.741809 0.808674 0.754013 0.640878 0.615522 1.19054 0.576985 1.20414 0.548674 0.537394 0.486085 0.428548 0.517284 0.456167 0.417035
threshold=18.500000000000004 14.500000000000002 0 51.500000000000007 1 42.500000000000007 28.500000000000004 2.5000000000000004 1.5000000000000002 47.250000000000007 40.250000000000007 2 3 2012.5000000000002 4.5000000000000009 3841755000.0000005 35.500000000000007 3425710000.0000005 1.5000000000000002 45.500000000000007 84.500000000000014 29.500000000000004 16.500000000000004 10.500000000000002 5.5000000000000009 4.5000000000000009 4 9.5000000000000018 5 10.500000000000002
decision_type=8 10 9 10 9 8 10 10 10 10 10 9 9 8 10 10 10 8 10 8 10 8 10 10 10 10 9 10 9 10
left_child=1 19 21 5 -4 6 23 -6 9 -9 11 12 13 -10 -12 16 17 -16 24 -1 -21 22 25 -3 -15 -2 27 -13 -28 -27
right_child=2 3 4 -5 7 -7 -8 8 10 -11 14 26 -14 18 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=-8.0062466890529296e-08 1.5095999901267819e-05 0 2.2371996585447482e-06 0 0.0012775744772295726 -3.6028139329845134e-07 0 -0.00031274227058393603 0.0021402565312755722 0.00024504046205970015 0.00025308180890531556 -5.8773444311829829e-05 1.5591528360951887e-05 -1.9988486807995921e-05 -8.5810466943476273e-06 2.8311754147612536e-05 -4.102602203271502e-06 -0.00054861452342050713 -8.120108355311445e-06 0 0 -2.3636616951496667e-05 -0.00064855033638388268 0 -0.00010925509977879505 -0.00022831724023179492 4.0844002024772953e-06 1.9860470213406423e-06 0.0023756846178558757 -8.3842896474599052e-07
leaf_weight=119 32 79 220 116 281 42 91 103 30 32 39 27 143 26 28 49 82 91 64 26 27 117 42 80 116 38 413 83 285 27
leaf_count=119 32 79 220 116 281 42 91 103 30 32 39 27 143 26 28 49 82 91 64 26 27 117 42 80 116 38 413 83 285 27
internal_value=-0.00324449 -0.0148021 -0.000408611 -0.0173301 9.79747e-05 -0.0156724 -0.0167331 -0.000248029 -0.00064268 -0.00426471 -0.000308734 0.000124579 -0.00154872 -0.0031417 -0.00208276 -0.00286853 -0.00394059 -0.00603333 -0.0043285 -0.00873988 -0.0123704 -0.00440449 -0.00631429 -0.014525 -0.00581818 -0.00379592 0.000918193 -0.00132231 0.00128632 -0.00575758
internal_weight=2948 580 2368 408 2112 292 250 1892 1611 135 1476 1187 379 236 289 250 201 119 206 172 53 256 139 159 142 97 808 110 698 65
internal_count=2948 580 2368 408 2112 292 250 1892 1611 135 1476 1187 379 236 289 250 201 119 206 172 53 256 139 159 142 97 808 110 698 65
cat_boundaries=0 30 57 59 60 83 85
cat_threshold=268435456 1048588 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483904 0 0 8 0 0 64 0 0 4096 0 0 0 0 0 0 524288 0 0 0 0 4 8192 0 0 0 0 0 0 8192 0 524288 16777216 0 0 0 4 0 20484 10 1073741824 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 4194304 256 2048
is_linear=0
shrinkage=0.04


Tree=29
num_leaves=31
num_cat=9
split_feature=0 0 3 9 15 17 12 12 6 12 1 0 4 3 6 0 0 0 4 9 0 0 0 3 3 4 4 3 0 5
split_gain=41.2197 10.3106 1.60367 1.31559 0.857929 0.81306 1.14505 0.756091 0.705117 0.605335 0.550953 0.779745 0.532435 0.480854 0.54816 0.67327 1.0133 0.447944 0.399566 0.383268 0.356062 0.801652 0.353174 0.351536 0.296271 0.256377 0.239852 0.239361 0.22348 0.194996
threshold=18.500000000000004 14.500000000000002 1996.5000000000002 0 1 2 3 4 5 6 3.5000000000000004 45.425000000000004 2560040000.0000005 2014.5000000000002 7 35.250000000000007 38.20000000000001 42.250000000000007 625.00000000000011 8 27.750000000000004 37.250000000000007 8.5000000000000018 2010.5000000000002 2015.5000000000002 20282.500000000004 1950.0000000000002 1997.5000000000002 10.500000000000002 1.5000000000000002
decision_type=8 10 10 9 9 9 9 9 9 9 10 8 10 8 9 10 8 10 8 9 10 10 10 10 8 8 10 10 10 10
left_child=1 22 -3 4 12 6 10 17 9 25 -6 23 -2 27 20 -16 -17 19 -10 -7 -15 -22 -1 -12 -8 -5 -11 -9 -24 -20
right_child=3 2 -4 8 5 7 24 13 18 26 11 -13 -14 14 15 16 -18 -19 29 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.2025006316955749e-10 -0.0010325048709107392 0 0 -7.595450063451713e-05 0.00012192437461059219 -4.6758601699048661e-05 -4.0708585776214173e-05 -6.9063473109363561e-05 -9.8133146544156954e-05 -0.00016707365209652671 -0.00031500957996226641 5.758860688638638e-06 0.00011551886798055199 9.5379956235319705e-07 -9.1214053127641417e-05 0.006637171707506705 -7.8172320974202115e-05 -8.6905999421740783e-06 0.0032096662803923286 1.1570112319829437e-05 -0.00033665423256050225 4.7062979572525711e-06 0 -8.0155376428226163e-05 1.8457073229123584e-05 6.2537478234000064e-05 1.0471076793705116e-05 7.0206263665942946e-05 -2.3061945812795787e-05 4.8265617642507432e-06
leaf_weight=42 96 387 25 28 53 153 39 27 25 83 116 27 26 34 28 57 186 56 308 432 31 88 100 26 204 92 25 79 38 44
leaf_count=42 96 387 25 28 53 153 39 27 25 83 116 27 26 34 28 57 186 56 308 432 31 88 100 26 204 92 25 79 38 44
internal_value=-0.00256428 -0.0119933 -0.015477 -0.000197969 -0.000750706 -0.000495446 -0.00189076 7.10661e-05 0.0013961 -0.000368201 -0.00391416 -0.0052 -0.00384962 -0.00103512 -0.00165647 -0.00268085 -0.00208197 0.00098773 0.0024433 0.00133106 0.000317073 -0.0007 -0.0039779 -0.00637762 4.72442e-05 0.00152672 -0.00242017 0.00134579 -0.00494964 0.00285552
internal_weight=2955 592 412 2363 1758 1636 465 1171 605 228 222 169 122 530 424 271 243 641 377 585 153 119 180 142 243 120 108 106 138 352
internal_count=2955 592 412 2363 1758 1636 465 1171 605 228 222 169 122 530 424 271 243 641 377 585 153 119 180 142 243 120 108 106 138 352
cat_boundaries=0 2 3 4 5 6 7 9 10 12
cat_threshold=257 26644 142606336 42 149826 17853506 320 67108930 32 328 0 16388
is_linear=0
shrinkage=0.04


Tree=30
num_leaves=31
num_cat=13
split_feature=8 1 2 8 16 2 2 12 12 2 2 8 12 9 5 1 2 9 11 2 2 1 2 8 2 2 6 2 18 2
split_gain=32.1684 6.25034 4.39053 2.82254 2.74971 1.81359 3.61823 2.03213 1.57523 1.33163 1.06563 0.934381 1.05995 1.26848 1.13599 0.761047 0.739783 0.732464 0.622716 0.615335 0.88062 0.599029 0.834834 0.574562 0.494973 0.480144 0.472004 0.460881 0.438235 0.435751
threshold=0 4.5000000000000009 49.500000000000007 1 2 51.500000000000007 42.500000000000007 3 4 28.500000000000004 60.500000000000007 5 6 7 2.5000000000000004 5.5000000000000009 10.500000000000002 8 9 63.500000000000007 44.500000000000007 1.5000000000000002 6.5000000000000009 10 3.5000000000000004 28.500000000000004 11 24.500000000000004 12 14.500000000000002
decision_type=9 10 10 9 1 10 10 9 9 10 10 9 9 9 8 10 10 9 9 8 10 10 10 9 10 10 9 10 9 10
left_child=1 2 -1 8 -3 6 7 9 15 -6 -7 -5 18 14 -14 -2 -9 23 24 20 26 28 -23 27 -13 -18 -16 -10 -20 -28
right_child=3 4 -4 11 5 10 -8 16 17 -11 -12 12 13 -15 19 -17 25 -19 21 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=3.189688655425016e-09 1.5291581243978292e-05 -3.246808573411691e-05 -1.2810019711650967e-11 0.00014953012262498684 0 -8.0062520576644108e-08 -7.7180264275135093e-08 0 -6.6017526612559673e-05 -5.0367941215080759e-08 0 -0.00012231207532455461 -7.7335406658667831e-05 0.0012962469532806578 1.6540384418054044e-05 -0.00024458206085854062 0 -0.00027562495740562031 -0.00017053768850426324 2.9580015427879136e-05 -5.3588070353991536e-05 -0.00050418728890376876 -0.00013328211438442376 -1.5887864470032286e-05 2.8810145482085542e-06 0 5.143517001240123e-06 -1.8724556302905619e-05 0.0056739083297057593 -0.00016968788390587183
leaf_weight=79 89 39 40 345 64 29 39 43 35 38 97 30 116 389 116 26 51 107 41 193 37 48 116 138 223 58 133 76 25 84
leaf_count=79 89 39 40 345 64 29 39 43 35 38 97 30 116 389 116 26 51 107 41 193 37 48 116 138 223 58 133 76 25 84
internal_value=-0.00267029 -0.0110408 -0.00303333 -0.000576955 -0.0133508 -0.0142952 -0.0124762 -0.0142118 -0.0033112 -0.00700885 -0.0183937 0.000117462 -0.000304737 0.000400371 -0.000643478 0.000793651 -0.0173742 -0.00462125 -0.00183806 9.21987e-05 -0.000862534 -0.0033195 -0.00475151 -0.00309231 -0.000409091 -0.0164 -0.000203593 -0.00521311 -0.000238806 -0.0012807
internal_weight=2944 577 119 2367 458 419 293 254 471 102 126 1896 1551 1068 679 115 152 356 483 563 370 230 164 249 253 109 333 111 66 217
internal_count=2944 577 119 2367 458 419 293 254 471 102 126 1896 1551 1068 679 115 152 356 483 563 370 230 164 249 253 109 333 111 66 217
cat_boundaries=0 27 50 51 53 54 84 85 87 89 91 114 115 116
cat_threshold=0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 0 0 0 64 0 12 4 0 2147557376 1 0 2147483648 1 0 0 131072 2112 0 0 0 0 0 33554432 2 2147483904 0 4194304 2 18528 32 83897344 1342177280 0 0 0 0 0 0 0 0 32768 0 4 8192 1048576 0 4096 0 0 0 10240 0 524288 0 8 0 0 0 0 0 12288 17875040 1 22528 0 6176 32772 1024 0 8 0 0 8192 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 4194304 320 4
is_linear=0
shrinkage=0.04


Tree=31
num_leaves=31
num_cat=13
split_feature=7 1 8 12 8 7 7 12 12 3 11 6 3 13 4 8 3 1 1 5 4 1 3 4 5 6 1 5 4 1
split_gain=19.8292 5.64363 6.2311 5.26701 2.49564 1.29303 1.15218 0.958266 0.91763 0.885911 0.675845 0.71514 0.775344 0.680222 0.443801 0.435069 0.42522 0.393471 0.379008 0.364727 0.237749 0.217192 0.212468 0.20289 0.256 0.243541 0.683764 0.202494 0.188493 0.151431
threshold=0 4.5000000000000009 1 2 3 4 5 6 7 1992.5000000000002 8 9 2021.5000000000002 10 1373290000.0000002 11 1962.0000000000002 4.5000000000000009 5.5000000000000009 3.5000000000000004 850.00000000000011 5.5000000000000009 2003.5000000000002 20046740000.000004 1.5000000000000002 12 2.5000000000000004 1.5000000000000002 2331015000.0000005 4.5000000000000009
decision_type=9 10 9 9 9 9 9 9 9 10 9 9 8 9 8 9 10 10 8 8 10 10 10 8 10 9 10 8 8 10
left_child=1 -1 3 -3 6 -6 9 14 -8 -2 -9 28 -13 19 20 17 23 -10 27 -14 -7 -19 -17 -16 25 29 -27 -15 -12 -25
right_child=4 2 -4 -5 5 7 8 10 15 -11 11 12 13 18 16 22 -18 21 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=5.1237236675660824e-13 -2.0475867272164691e-05 0 -1.6106848406137073e-05 0 0.0013533061185138817 -8.5623373072811932e-05 3.8964290755972075e-07 -9.9978866546434418e-05 5.0737806465986604e-07 -0.00067390876933528068 -1.3963697347052968e-05 2.3396696689382069e-05 -0.00017070725488523209 -7.1785348627136198e-06 -0.00017412367331832594 -0.00011452312300629919 3.6240569895249507e-06 -3.9711018729349213e-07 0.00012351934547860356 -0.00011083250744380831 3.0109497239732474e-05 1.2651727732466293e-07 -0.00019683534672342991 -0.00017234616490835111 1.8797064849629962e-05 0.004395655566916885 -0.00021590085713685416 6.4373824733364883e-07 5.2115875336816775e-05 -2.2039386434502051e-06
leaf_weight=73 93 106 154 137 246 29 120 102 32 31 37 185 38 31 33 116 116 73 112 122 47 48 30 25 38 25 155 164 309 108
leaf_count=73 93 106 154 137 246 29 120 102 32 31 37 185 38 31 33 116 116 73 112 122 47 48 30 25 38 25 155 164 309 108
internal_value=-0.00188692 -0.00931393 -0.0113869 -0.0152283 -0.00042811 0.000252457 -0.00279422 -0.000151749 -0.00168372 -0.0061037 0.000540054 0.000864222 7.23983e-05 -0.000794872 -0.00145826 -0.00285161 -0.00191617 -0.00114634 0.000339623 -0.00280702 0.00135065 -0.00226229 -0.00443312 -0.00255584 -0.00226136 -0.00263694 -0.00356021 -0.000714286 0.00230812 -0.00102778
internal_weight=2935 470 397 243 2465 1922 543 1676 419 124 1100 998 652 467 576 299 500 153 307 160 76 121 146 384 351 313 180 195 346 133
internal_count=2935 470 397 243 2465 1922 543 1676 419 124 1100 998 652 467 576 299 500 153 307 160 76 121 146 384 351 313 180 195 346 133
cat_boundaries=0 9 32 34 64 81 90 92 93 95 96 97 120 121
cat_threshold=131072 0 67108864 524288 0 0 0 131072 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 26688 32 16 12 4 0 73728 0 0 0 0 0 0 133120 2112 0 0 0 0 0 33554432 0 2147483648 0 16777216 0 0 16384 64 0 0 4096 268435456 1 33554432 262144 0 0 0 8192 2048 32 0 128 0 0 0 0 1073741840 0 0 1048576 4 0 0 0 536870912 33556480 114752 2 67160096 32800 65536 26 12 16 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 136
is_linear=0
shrinkage=0.04


Tree=32
num_leaves=31
num_cat=10
split_feature=8 0 0 8 9 0 13 6 11 0 4 6 4 0 0 3 4 17 6 0 3 0 1 3 3 4 3 3 8 0
split_gain=10.9242 4.03087 6.82428 1.42934 1.37254 1.02348 1.54404 0.844013 0.730413 0.712319 0.666981 0.642144 0.582281 0.559099 0.572693 0.548002 0.53448 0.467331 0.977329 0.605658 0.542055 0.632381 0.439814 0.40163 0.372006 0.352431 0.308201 0.297089 0.272559 0.316039
threshold=0 9.5000000000000018 18.500000000000004 1 2 40.675000000000004 3 4 5 39.07500000000001 7729560000.000001 6 8.0000000000000018 27.250000000000004 35.850000000000009 2015.5000000000002 5039060000.000001 7 8 39.07500000000001 2011.5000000000002 32.500000000000007 2.5000000000000004 1997.5000000000002 1958.5000000000002 180.50000000000003 1997.5000000000002 2021.5000000000002 9 23.500000000000004
decision_type=9 10 10 9 9 10 9 9 9 10 10 9 10 10 10 10 8 9 9 8 10 10 10 10 10 10 10 8 9 10
left_child=1 22 -3 28 5 6 8 12 -5 -6 -9 15 -7 -4 -15 -8 -13 25 20 -20 21 -19 -1 -23 -11 27 -21 -10 29 -2
right_child=3 2 13 4 9 7 11 10 17 24 -12 16 -14 14 -16 -17 -18 18 19 26 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.231811097568425e-11 6.4427393624555413e-07 0 4.909950695264342e-07 1.3994219868730509e-05 -0.00022662011208276388 2.9628640197147226e-05 9.0162410048315718e-05 -0.00067697698792745667 6.875974172371379e-05 0.00041534648378159956 1.2227316130914937e-05 -0.00019358799374001026 -0.00015007831710050026 -0.00015269406022419996 2.9060478300890789e-05 -0.00017788204131147044 1.9211958262096189e-06 -7.0391273039287385e-05 -0.00017363749891492365 -5.2789916501819579e-05 1.0006667832347581e-05 -0.00011510030377480413 4.9190873596671739e-13 -0.00028048616012498232 0.0046832916868746683 -4.9507701666470842e-05 0.00071326804092828569 -2.1296014097018631e-05 0.0037622821386763456 -7.0537725930062474e-07
leaf_weight=25 98 346 62 101 43 74 324 170 30 230 33 46 26 54 46 26 216 44 33 89 36 148 85 25 136 28 46 85 160 132
leaf_count=25 98 346 62 101 43 74 324 170 30 230 33 46 26 54 46 26 216 44 33 89 36 148 85 25 136 28 46 85 160 132
internal_value=-0.00143162 -0.00611765 -0.00771709 -0.000185774 -0.000622 -0.00115651 -0.000666667 -0.00325 -0.00198225 0.00141905 -0.00461682 0.000783307 1.34245e-10 -0.000932515 -0.00277228 0.00188366 -0.000703297 -0.00254609 -0.00323148 -0.000715084 -0.00480303 -0.00574312 0.000720721 -0.00682759 0.00202725 -0.000441558 0.000441177 0.000517242 0.00199501 0.000995851
internal_weight=2997 618 508 2379 1989 1580 1277 303 665 409 203 612 100 162 100 350 262 564 421 168 253 217 110 173 366 143 135 115 390 230
internal_count=2997 618 508 2379 1989 1580 1277 303 665 409 203 612 100 162 100 350 262 564 421 168 253 217 110 173 366 143 135 115 390 230
cat_boundaries=0 23 49 51 52 53 56 57 58 59 85
cat_threshold=0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 268435456 0 0 134217728 65536 0 0 0 0 32768 0 4 0 1048576 0 0 0 0 0 10240 384 0 0 0 0 1342210048 1 30724 10 264 16384 2147483648 524288 278 9 402 268435456 0 0 134217728 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 0 0 0 32768
is_linear=0
shrinkage=0.04


Tree=33
num_leaves=31
num_cat=14
split_feature=7 8 0 0 2 2 2 7 7 8 9 8 3 2 2 12 0 2 0 9 6 1 2 6 0 2 13 12 2 12
split_gain=14.98 5.02109 7.83463 7.36724 4.70064 3.48508 3.19595 1.72534 1.40596 1.39462 0.852466 0.854293 1.11675 0.851247 0.886799 0.595532 0.756936 1.10252 0.844073 0.613853 0.823221 0.512997 0.426852 0.571365 0.504544 0.424898 0.418556 0.387814 0.378173 0.367099
threshold=0 1 14.500000000000002 18.500000000000004 29.500000000000004 63.500000000000007 41.500000000000007 2 3 4 5 6 1995.5000000000002 80.500000000000014 25.500000000000004 7 33.175000000000004 37.500000000000007 42.710000000000008 8 9 5.5000000000000009 20.500000000000004 10 39.07500000000001 11.500000000000002 11 12 44.500000000000007 13
decision_type=9 9 10 10 10 10 10 9 9 9 9 9 10 10 10 9 8 8 10 9 9 8 10 9 10 8 9 9 10 9
left_child=1 2 28 4 -4 6 -6 27 -3 -9 -11 12 -12 14 25 16 17 -13 26 20 -17 22 23 -21 -25 -10 -18 -2 -1 -22
right_child=7 8 3 -5 5 -7 -8 9 13 10 11 15 -14 -15 -16 19 18 -19 -20 21 29 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.0625733415945433e-09 8.1903469087762912e-07 -6.2043416699523286e-09 0 4.7135526671127081e-07 0 0 3.202500806764874e-09 8.6836068309495694e-06 -5.6906183110098949e-05 0.0033833375198870641 -1.6277869998541663e-05 -2.8236252789704597e-05 -0.00093100783453269639 -0.00029789810589136658 7.0698829070788962e-07 -0.00015506299561658036 -5.1978646955874394e-05 -0.00010473823393302825 -0.00061909257651998964 3.6987008512116479e-07 1.4818986305755531e-05 2.3272603514599088e-05 3.7725842502461386e-07 2.4869668676626645e-05 -0.0001888491809660722 -0.00054558025994721495 0.00081200136290306775 1.1312750582944637e-05 -1.1825420642708195e-11 -5.773674690148189e-05
leaf_weight=39 101 147 69 38 50 40 41 213 38 161 60 53 43 36 38 101 103 46 54 110 108 189 257 35 163 45 100 343 25 113
leaf_count=39 101 147 69 38 50 40 41 213 38 161 60 53 43 36 38 101 103 46 54 110 108 189 257 35 163 45 100 343 25 113
internal_value=-0.0013527 -0.00689789 -0.0105815 -0.0142594 -0.0173134 -0.012697 -0.00821739 0.000106599 -0.00299683 -0.00041875 -0.000806092 -0.00109961 -0.00445614 -0.00554762 -0.00422951 -0.000826057 -0.00222343 -0.00524 -0.00113178 -0.000345906 -0.00177778 0.000282353 -0.000318021 -0.00132039 -0.00252632 -0.00652381 5.88237e-05 0.00232088 0.00147692 -0.000327586
internal_weight=2959 606 302 238 200 131 91 2353 304 1909 1696 1535 103 157 121 1432 356 99 257 1076 322 754 565 308 198 83 203 444 64 221
internal_count=2959 606 302 238 200 131 91 2353 304 1909 1696 1535 103 157 121 1432 356 99 257 1076 322 754 565 308 198 83 203 444 64 221
cat_boundaries=0 18 41 58 67 93 95 125 126 128 129 130 131 133 134
cat_threshold=131072 0 67108864 524288 524288 134217794 0 131072 33619968 268435456 0 64 0 0 0 32 0 128 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 268435459 1 1611923456 4 32 0 0 541073408 0 16 0 384 128 0 67108864 0 16 0 0 0 0 0 0 0 131072 65536 0 0 0 134217728 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 384 0 0 0 0 268435456 1073741824 160 16 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 64 0 0 4096 17834304 0 28672 194 74 10 16777312 32 65538
is_linear=0
shrinkage=0.04


Tree=34
num_leaves=31
num_cat=11
split_feature=7 8 1 2 2 2 8 7 15 7 16 1 11 1 9 2 7 2 1 1 2 2 2 2 5 2 2 2 6 4
split_gain=14.4392 7.27678 7.74106 3.64234 4.56766 2.34815 2.31532 1.58797 1.69706 1.16581 1.00886 2.18405 1.25295 0.95864 0.792179 0.640217 0.598035 0.594136 0.543545 0.507464 0.492249 0.48578 0.46266 0.457692 0.400888 0.391792 0.343438 0.53056 0.327894 0.355662
threshold=0 1 4.5000000000000009 29.500000000000004 63.500000000000007 41.500000000000007 2 3 4 5 6 5.5000000000000009 7 4.5000000000000009 8 36.500000000000007 9 8.5000000000000018 5.5000000000000009 5.5000000000000009 24.500000000000004 84.500000000000014 19.500000000000004 163.00000000000003 4.5000000000000009 291.50000000000006 27.500000000000004 19.500000000000004 10 10510.500000000002
decision_type=9 9 10 10 10 10 9 9 9 9 1 10 9 10 9 10 9 8 10 10 8 10 10 8 8 10 10 8 9 10
left_child=1 2 -1 18 5 -5 19 -8 26 -3 12 17 13 -10 16 20 -14 -12 -4 -2 -11 -6 -21 -15 -19 -18 27 -9 29 -16
right_child=6 9 3 4 21 -7 7 8 10 15 11 -13 14 23 28 -17 25 24 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.4523500138166129e-13 4.4540036370221969e-07 6.1875115250131788e-07 0 0 0 1.886617670655321e-09 0.00024896028140943596 -0.00043676936982174229 0.00030101419219973486 -0.00016253749586523874 -0.00018583277247224389 -0.00064457376829254965 -4.1744897429889557e-06 -0.00056201154798531463 -1.4874322882532467e-05 -8.9819816199086309e-06 4.0121429627842265e-05 -7.763531971818423e-05 0 1.7566617630530896e-06 -0.00063950642840432837 0 -8.8811310514602373e-07 -8.1773704269092322e-05 1.3686533397816448e-05 -2.0136766438512339e-05 -0.00070022931892544011 -0.0022220623640670772 -8.4547151131439369e-05 5.617501858618047e-05
leaf_weight=60 381 141 58 55 27 51 206 31 37 67 34 62 102 43 252 53 601 25 26 36 25 26 37 28 105 28 35 40 217 31
leaf_count=60 381 141 58 55 27 51 206 31 37 67 34 62 102 43 252 53 601 25 26 36 25 26 37 28 105 28 35 40 217 31
internal_value=-0.00134201 -0.00687333 -0.011172 -0.0147049 -0.011025 -0.00613084 8.71052e-05 -0.000536017 -0.00094887 -0.00207407 -0.000596447 -0.00306608 -0.000182089 -0.00410084 0.000196457 -0.00448718 0.00102965 -0.000630303 -0.0214588 0.00261505 -0.0067957 -0.0205185 -0.000378378 -0.00716667 0.000610687 0.00149375 -0.00560684 -0.00772222 -0.00101761 -9.52379e-05
internal_weight=2920 589 303 243 159 106 2331 1877 1671 286 1565 226 1339 108 1231 145 731 164 84 454 92 53 73 71 130 629 106 71 500 283
internal_count=2920 589 303 243 159 106 2331 1877 1671 286 1565 226 1339 108 1231 145 731 164 84 454 92 53 73 71 130 629 106 71 500 283
cat_boundaries=0 18 41 65 82 83 92 93 96 98 105 106
cat_threshold=131072 16 67108864 524288 524288 2 0 131072 65536 32 0 0 0 0 0 32 128 128 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 2147483648 1 0 0 0 32768 0 4 0 1048576 0 4096 0 0 0 10240 128 0 16777216 8 268435459 33 0 2099200 0 0 0 8192 0 0 0 0 16 268435456 67108864 0 16 142606336 0 0 0 0 0 0 0 131072 65536 2 67108896 0 524288 1073741824 2224 0 0 1056768 0 0 0 131072 344
is_linear=0
shrinkage=0.04


Tree=35
num_leaves=31
num_cat=9
split_feature=7 8 0 12 8 0 12 5 3 0 4 4 0 3 0 0 4 4 9 7 12 6 0 0 3 0 0 1 1 0
split_gain=15.5593 6.11598 9.05021 7.30313 2.38182 1.34275 1.39742 1.14725 1.0232 0.858888 0.772041 0.770173 0.736955 0.680391 0.730433 0.65494 0.556689 0.459013 0.387831 0.45499 0.369517 0.526865 0.868655 0.49598 0.364347 0.325268 0.29599 0.475257 0.29456 0.286644
threshold=0 1 14.500000000000002 2 3 40.250000000000007 4 2.5000000000000004 1992.5000000000002 16.750000000000004 642496500.00000012 7250450000.000001 39.07500000000001 2001.5000000000002 38.57500000000001 27.250000000000004 1950.0000000000002 55.000000000000007 5 6 7 8 29.500000000000004 39.07500000000001 1958.5000000000002 45.425000000000004 22.250000000000004 5.5000000000000009 5.5000000000000009 18.500000000000004
decision_type=9 9 10 9 9 8 9 8 10 10 10 8 10 10 10 10 8 10 9 9 9 9 10 10 10 8 10 10 10 10
left_child=1 2 -1 -4 8 7 11 12 16 -5 -8 -7 -6 -10 -15 -3 -2 -14 19 -9 29 28 -23 -24 -25 -13 -18 -28 -22 -21
right_child=4 15 3 9 5 6 10 18 13 -11 -12 25 17 14 -16 -17 26 -19 -20 20 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=9.07434127839224e-13 -8.7051456665237787e-05 5.9400110643537116e-07 0 0 -0.00015258080938494948 -0.00025387189621254799 -9.2746900234900957e-05 0.0012203586859347746 -0.00031459962364802731 0 0.00023482583079836847 -0.00076696954817755993 -5.9333928422189784e-05 -0.00032244667908398132 -8.9250347133808465e-06 -0.00011772284212490779 5.0587961954589575e-05 7.0724233626093347e-05 0.0028452850906322928 3.4870909641429669e-07 1.0517346298055795e-06 -0.00032185177314780669 8.3321584900573637e-05 -8.3611723257238506e-05 4.5239835627458889e-05 2.5980293192424595e-05 -4.7911824590212425e-05 4.1313613227216736e-05 -3.4934637262026148e-07 -3.9299499985820559e-05
leaf_weight=58 30 83 117 80 26 25 196 103 36 47 93 55 93 40 58 131 33 49 279 40 484 42 59 92 118 29 200 58 73 114
leaf_count=58 30 83 117 80 26 25 196 103 36 47 93 55 93 40 58 131 33 49 279 40 484 42 59 92 118 29 200 58 73 114
internal_value=-0.00131747 -0.00754459 -0.0112204 -0.0149551 4.10511e-05 0.000646138 -0.00142356 0.00117483 -0.00253219 -0.0212464 0.00012 -0.00503333 -0.00194083 -0.00551111 -0.00371717 -0.00206222 -0.00135404 -0.000783217 0.00154875 0.00117958 0.000898354 0.00121957 -0.000111801 0.000725926 -0.000189573 -0.00357647 -0.000808219 -0.00126641 0.0019507 -0.000872727
internal_weight=2941 516 302 244 2425 1970 398 1572 455 127 289 109 168 134 98 214 321 142 1404 1125 1022 868 311 269 210 84 291 258 557 154
internal_count=2941 516 302 244 2425 1970 398 1572 455 127 289 109 168 134 98 214 321 142 1404 1125 1022 868 311 269 210 84 291 258 557 154
cat_boundaries=0 18 41 43 73 74 76 93 95 96
cat_threshold=131072 0 67108864 0 0 2 0 131072 65536 0 8192 0 0 0 0 32 0 128 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 26720 32 16 12 4 0 0 0 262144 0 0 0 0 131072 64 0 0 0 0 0 33558528 0 2147483648 0 4194304 0 0 16384 64 0 0 4096 65888 1 18452 2 0 1073741824 2048 0 0 0 0 33554432 0 0 256 0 0 0 0 4112 67305472 2 90
is_linear=0
shrinkage=0.04


Tree=36
num_leaves=31
num_cat=11
split_feature=7 8 1 2 2 2 8 15 9 8 11 2 4 15 4 2 11 10 6 2 2 2 2 2 2 1 2 2 1 4
split_gain=14.037 7.21115 8.50193 3.78483 3.38229 3.98841 1.8831 1.86809 1.4306 1.75452 0.798783 0.910241 1.04684 0.781398 0.668168 0.589868 0.375755 0.814278 0.434831 0.367895 0.35138 0.691911 0.366752 0.305961 0.632961 0.300309 0.299524 0.824801 0.25621 0.246165
threshold=0 1 4.5000000000000009 22.500000000000004 63.500000000000007 41.500000000000007 2 3 4 5 6 70.500000000000014 111530735000.00002 7 925740000.00000012 1.5000000000000002 8 9 10 32.500000000000007 16.500000000000004 69.500000000000014 182.50000000000003 89.500000000000014 19.500000000000004 5.5000000000000009 69.500000000000014 19.500000000000004 4.5000000000000009 1300.0000000000002
decision_type=9 9 10 10 10 10 9 9 9 9 9 8 8 9 10 8 9 9 9 10 10 10 10 10 10 8 10 10 10 10
left_child=1 2 -1 -4 5 19 -2 14 10 20 25 29 -13 -3 -8 -11 -17 18 23 -5 -10 -22 -23 24 -18 -9 27 -15 -20 -12
right_child=6 13 3 4 -6 -7 7 8 9 15 11 12 -14 26 -16 16 17 -19 28 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.7112539404188289e-13 3.8361075617387995e-07 -5.1922426199276662e-07 0 0 0 2.998936068365765e-09 -0.0017923887521334365 -9.653166027051944e-05 -3.0276049331759278e-05 -0.0001965351570074185 -7.7215498847387726e-05 -0.00078762778014685125 -5.1267412164114852e-05 -7.1918732856108102e-08 -0.00012153362458664983 0.00016611616460838211 -0.00017293535812593446 0.003538123519606523 0.00049105787875321173 0 -9.4448651941908784e-05 1.6722959780748137e-05 -4.677828590426356e-05 0.0014771071902320713 -0.00038635358034139048 0.0014836693911031871 -3.7891176913685897e-05 -9.3696266368538844e-05 -1.0951489641709519e-06 -3.4244005300187961e-05
leaf_weight=63 579 190 71 29 56 53 69 49 130 36 120 26 33 28 37 617 66 108 49 41 72 29 31 28 28 57 44 31 132 45
leaf_count=63 579 190 71 29 56 53 69 49 130 36 120 26 33 28 37 617 66 108 49 41 72 29 31 28 28 57 44 31 132 45
internal_value=-0.00114383 -0.00650891 -0.0107037 -0.0143426 -0.0111333 -0.00732258 0.00027381 -0.000379018 -3.35931e-05 0.00055647 -0.00234604 -0.0036766 -0.00806667 -0.00180263 -0.00526496 0.00128 0.00146939 0.000483412 -0.000598726 -0.0135211 -0.00231502 -0.00384962 -0.000655738 -0.00234586 -0.00362105 0.000547009 -0.00445614 -0.00673333 0.000645833 -0.00228916
internal_weight=2947 606 313 250 179 123 2341 1762 1656 1326 330 224 59 293 106 1064 1028 411 303 70 262 132 60 122 94 106 103 59 181 165
internal_count=2947 606 313 250 179 123 2341 1762 1656 1326 330 224 59 293 106 1064 1028 411 303 70 262 132 60 122 94 106 103 59 181 165
cat_boundaries=0 17 40 70 71 73 103 106 107 110 111 112
cat_threshold=131072 0 67108864 524288 0 134217728 0 131072 67584 0 0 0 0 0 0 32 128 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 1073741824 0 0 134217728 2147483648 1 0 0 0 32768 0 2052 8192 1048576 268435456 0 0 0 4096 8192 384 524288 16777216 8 0 0 0 0 0 8192 142606336 262400 12288 268435456 12 0 0 0 0 262144 2147483648 0 0 0 131072 2048 0 0 0 0 0 0 0 0 0 4194304 0 0 0 64 0 0 4096 16384 0 524288 67108864 32772 1024 524288 256 152
is_linear=0
shrinkage=0.04


Tree=37
num_leaves=31
num_cat=11
split_feature=7 12 1 7 9 7 1 2 2 15 13 2 2 6 3 12 6 2 2 2 3 2 2 2 2 2 3 1 6 2
split_gain=13.0205 3.91711 3.29039 1.7507 1.35372 1.18793 0.842607 0.823425 1.53104 0.805375 1.09025 0.873703 0.79843 0.876361 0.736378 0.774402 0.714009 0.649816 1.17655 0.810369 0.572496 0.493185 0.444662 0.410626 0.389097 0.418992 0.360185 0.349295 0.349964 0.701645
threshold=0 1 4.5000000000000009 2 3 4 3.5000000000000004 41.500000000000007 75.500000000000014 5 6 39.500000000000007 4771.5000000000009 7 2021.5000000000002 8 9 79.500000000000014 13.500000000000002 22.500000000000004 1975.5000000000002 45.500000000000007 17.500000000000004 15.500000000000002 32.500000000000007 10.500000000000002 2006.5000000000002 5.5000000000000009 10 131.00000000000003
decision_type=9 9 10 9 9 9 10 10 10 9 9 10 8 9 8 9 9 10 8 10 10 8 10 8 10 10 10 10 9 8
left_child=1 9 -3 -2 12 6 -6 24 -9 10 -1 -12 13 20 -7 16 21 18 -8 -20 22 -16 -5 -18 25 -4 -15 28 -17 -30
right_child=3 2 7 4 5 14 17 8 -10 -11 11 -13 -14 26 15 27 23 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.146133854490472e-11 1.3707209851481733e-05 2.9432240543155634e-10 -1.9500223366661233e-05 -9.0526127667109096e-05 0.0034413648658927001 6.0570292041951458e-05 -3.7221189261339573e-05 0 -0.0001391897560268217 0 0 0 -0.00048662093362173835 -4.4726874224356465e-05 3.6826632594966212e-07 2.9593123274194131e-06 -0.00010326777562009904 2.2126425931818699e-05 -0.0011039129569215527 -9.261995273282433e-05 0.00088780823002739483 -0.00014571542791877323 -0.00046588750368301474 -0.00063465320967819917 0 0 8.8634602855762441e-05 -8.5055496640418683e-07 -2.1079637075661172e-05 0.00018187169195721956
leaf_weight=110 332 32 34 43 40 324 72 29 32 132 55 52 61 356 78 325 59 55 39 40 28 32 29 72 27 56 26 97 209 59
leaf_count=110 332 32 34 43 40 324 72 29 32 132 55 52 61 356 78 325 59 55 39 40 28 32 29 72 27 56 26 97 209 59
internal_value=-0.00124659 -0.00667368 -0.0110407 6.03269e-05 -0.000381508 0.000240741 -0.00224124 -0.013676 -0.0096129 -0.00378889 -0.00531579 -0.00823729 -0.0020722 -0.00155694 0.000742496 0.000175966 -0.00173016 -0.00336232 -0.00471053 -0.00805 -0.00468468 0.000661157 -0.0070137 -0.0036338 -0.0156949 -0.0140659 -0.000590331 0.00085592 0.00123232 0.000114695
internal_weight=2935 559 210 2376 2044 1501 246 178 61 349 217 107 543 482 1255 931 241 206 151 79 100 110 72 131 117 90 382 690 593 268
internal_count=2935 559 210 2376 2044 1501 246 178 61 349 217 107 543 482 1255 931 241 206 151 79 100 110 72 131 117 90 382 690 593 268
cat_boundaries=0 17 19 36 38 55 56 57 58 60 61 62
cat_threshold=131072 128 67108864 524288 0 2 0 131072 65536 0 0 0 0 0 0 32 128 92226 32 268435457 1 537919488 262148 0 0 0 268443648 0 134217744 0 128 0 268435456 0 0 16 257 12292 0 0 1073750016 2097152 0 0 0 0 33556480 8224 0 256 128 0 0 0 4096 68157440 12 70 90144 2 12 90
is_linear=0
shrinkage=0.04


Tree=38
num_leaves=31
num_cat=11
split_feature=7 8 0 12 0 2 2 8 7 0 7 8 15 2 12 2 12 0 12 2 2 2 1 2 2 2 0 2 1 2
split_gain=8.23778 5.46449 3.07776 3.86835 4.4992 4.56081 3.03987 1.22193 1.14124 0.834526 0.788473 1.01937 0.968669 0.725528 0.70662 0.678176 0.643498 0.690002 0.627312 0.871889 0.566199 0.561878 0.513583 0.506366 0.479928 0.472336 0.467639 0.4566 0.400993 0.914005
threshold=0 1 18.500000000000004 2 14.500000000000002 41.500000000000007 12.500000000000002 3 4 35.250000000000007 5 6 7 64.500000000000014 8 155.00000000000003 9 40.250000000000007 10 1.0000000180025095e-35 29.500000000000004 9.5000000000000018 4.5000000000000009 23.500000000000004 95.500000000000014 44.500000000000007 36.400000000000006 17.500000000000004 5.5000000000000009 14.500000000000002
decision_type=9 9 8 9 10 10 10 9 9 10 9 9 9 10 9 8 9 10 9 10 10 10 10 8 10 10 8 10 8 10
left_child=1 14 3 -3 -5 6 -6 16 9 -4 -9 -12 -13 -7 -1 26 17 21 23 -20 -8 -2 -18 -14 -25 -19 -10 -16 29 -21
right_child=7 2 8 4 5 13 20 10 15 -11 11 12 18 -15 27 -17 22 25 19 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.3647004306949786e-06 -0.00010739299292389683 0 4.5540437353418699e-07 -1.0936602032825677e-11 -2.5699355646224833e-07 -7.7711878606123716e-06 -1.2849676865736813e-07 0.0012811309959411435 -6.1523470395682801e-05 -6.5248697462718029e-05 3.3033805214237017e-05 1.346554531690081e-06 2.4153857816895473e-05 0 -3.7913050717771868e-05 -0.00056733731043559054 -0.00023254141055709706 7.8691068880983297e-05 0.00045919808658635909 -0.00018716382590083328 0 -2.8567994528594274e-05 1.5378611993660929e-05 -0.00014144736922423341 0.00015487556521494788 -0.00031840163199355959 -6.6406632215886983e-05 5.9101049110665826e-07 -1.4466312670500134e-05 -0.00013940569533933114
leaf_weight=102 27 110 52 41 28 26 26 214 32 49 206 724 119 37 52 44 32 44 65 27 38 68 199 127 37 28 155 73 129 38
leaf_count=102 27 110 52 41 28 26 26 214 32 49 206 724 119 37 52 44 32 44 65 27 38 68 199 127 37 28 155 73 129 38
internal_value=-0.000787796 -0.0040411 -0.00592912 -0.00891205 -0.012058 -0.0157692 -0.0214194 0.00058043 -0.00333934 0.000392857 0.00105127 0.000706676 0.000269382 -0.0073125 0.00129412 -0.00477686 -0.00138875 -0.00321348 -0.000998192 -0.00238518 -0.0262154 -0.005625 1.65291e-05 0.000312925 -0.00111515 -0.000438356 -0.00389362 -0.000735294 -0.00381538 -0.00636364
internal_weight=2949 865 638 306 196 155 92 2084 332 101 1686 1472 1266 63 227 231 398 167 542 259 64 95 231 283 164 72 187 125 194 65
internal_count=2949 865 638 306 196 155 92 2084 332 101 1686 1472 1266 63 227 231 398 167 542 259 64 95 231 283 164 72 187 125 194 65
cat_boundaries=0 18 41 43 73 91 108 134 135 136 138 139
cat_threshold=131072 0 1141112832 524292 0 134225922 33554432 805437440 33619968 134217760 8192 256 128 0 0 32 128 384 0 0 0 0 0 0 0 0 0 0 0 133124 10240 0 0 0 0 0 0 0 384 0 4194304 3170 32 0 4 4 0 0 0 262144 0 0 0 0 0 2048 512 0 0 0 0 33558528 0 0 0 0 8 0 0 64 0 524416 4096 0 0 0 4 0 0 0 131072 65536 134217728 0 0 128 0 0 0 0 256 268435459 17 0 0 0 0 0 8192 0 0 32800 128 0 268435456 0 0 16 0 0 0 0 2147483648 1 0 2147483648 0 32768 0 4 0 1048576 0 0 0 0 0 8192 256 0 0 0 0 32768 77594624 68231488 147458 32 1261890
is_linear=0
shrinkage=0.04


Tree=39
num_leaves=31
num_cat=10
split_feature=7 8 8 0 11 5 7 2 2 0 7 3 15 0 0 0 10 3 3 2 7 2 2 2 2 2 2 6 3 2
split_gain=3.90112 3.49491 1.93787 1.24825 1.088 0.95064 0.712478 0.658146 0.658055 0.654808 0.596598 0.581872 0.529938 0.837667 0.78456 0.846745 0.5434 0.625386 0.534602 0.513824 0.496499 0.473485 0.940281 0.465277 0.429406 0.401672 0.438295 0.387951 0.80039 0.748949
threshold=0 1 2 44.07500000000001 3 1.5000000000000002 4 32.500000000000007 19.500000000000004 14.500000000000002 5 2015.5000000000002 6 39.07500000000001 44.07500000000001 47.250000000000007 7 2017.5000000000002 2014.5000000000002 29.500000000000004 8 42.500000000000007 67.500000000000014 89.500000000000014 14.500000000000002 725.00000000000011 2.5000000000000004 9 1.0000000180025095e-35 13.500000000000002
decision_type=9 9 9 10 9 8 9 10 10 10 9 8 9 10 10 10 9 10 10 8 9 10 10 10 10 10 8 9 10 8
left_child=1 7 -2 6 8 -6 19 -1 -4 -10 -7 -8 13 -12 -15 -16 17 18 20 -3 -14 -11 -23 -24 -5 26 -22 28 29 -28
right_child=2 3 4 24 5 10 11 -9 9 21 12 -13 16 14 15 -17 -18 -19 -20 -21 25 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.5249602914270878e-06 3.6191149655393704e-06 -1.0116850906716338e-05 4.5844217311241661e-13 -0.00082937866732245671 -6.7042527857355766e-05 2.5831179619701359e-05 4.6441412968496515e-05 -3.4005781531090336e-05 9.6755318326246588e-13 0 -0.00054991822429497077 -7.0372450335793744e-05 1.0596738832331041e-06 0.002039893310418971 -0.0028797949667149106 2.9628560237062282e-05 0.00089003789140768431 6.3475459807334553e-05 -0.0001446708623872668 0.00017614340736242209 -0.00023677460371223852 1.0499671054084573e-07 0 -9.368460323178941e-05 -0.0001472145443139087 -9.811353719957138e-05 0.00010643566489565497 2.5092217362942724e-07 6.9954711393757976e-05 -0.00010967329622203877
leaf_weight=47 492 53 113 26 149 115 30 61 54 88 68 144 149 75 40 43 175 80 29 69 31 40 29 31 26 25 25 477 28 79
leaf_count=47 492 53 113 26 149 115 30 61 54 88 68 144 149 75 40 43 175 80 29 69 31 40 29 31 26 25 25 477 28 79
internal_value=-0.000455048 -0.003803 0.000188062 -0.00169359 -0.000382804 7.00439e-05 -0.000727273 -0.00981513 -0.00234973 -0.00358848 0.000386111 -0.00229189 0.000131835 -0.0015865 -5.03143e-05 -0.00271429 0.000497746 9.85012e-05 -0.000222749 0.00156391 -2.94477e-05 -0.00469841 -0.00277228 -0.00590164 -0.00739623 -0.000502958 -0.000312012 -7.2131e-05 -0.0019021 -0.00365714
internal_weight=2891 456 2435 348 1943 1588 296 108 355 242 1439 174 1324 226 158 83 1098 923 843 122 814 188 100 60 52 665 640 609 132 104
internal_count=2891 456 2435 348 1943 1588 296 108 355 242 1439 174 1324 226 158 83 1098 923 843 122 814 188 100 60 52 665 640 609 132 104
cat_boundaries=0 18 47 76 77 94 103 104 105 114 115
cat_threshold=147456 16 67108864 524292 524288 8194 0 536870912 33554432 8224 0 256 128 0 0 0 4224 128 0 8 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 268435472 2050 0 0 65536 1 0 0 0 32768 0 4 8192 1048576 0 4096 0 0 0 0 384 0 0 8 0 268484608 0 0 524288 32 0 16 67108864 4 0 0 0 0 33554432 0 0 0 0 0 0 0 4096 268435457 1 0 2048 0 0 0 8192 65536 2281701376 256 2 128 0 0 0 0 131072 0 2048 128
is_linear=0
shrinkage=0.04


Tree=40
num_leaves=31
num_cat=9
split_feature=7 8 2 8 9 7 9 0 2 2 0 15 4 11 1 2 4 0 0 0 2 0 2 2 2 0 10 2 4 2
split_gain=3.78032 2.42325 1.88109 1.40432 1.22336 1.22334 0.98525 1.36396 0.792729 1.43239 0.808641 0.771803 0.663601 0.655301 0.584855 0.51938 0.479918 0.396992 0.824799 0.507001 0.395075 0.345379 0.343353 0.314091 0.283938 0.271807 0.236641 0.249697 0.236015 0.219346
threshold=0 1 28.500000000000004 2 3 4 5 24.500000000000004 79.500000000000014 67.500000000000014 18.500000000000004 6 13818465000.000002 7 5.5000000000000009 39.500000000000007 581475000.00000012 47.250000000000007 44.07500000000001 38.57500000000001 35.500000000000007 36.400000000000006 7.5000000000000009 176.00000000000003 26.500000000000004 39.07500000000001 8 2.5000000000000004 850.00000000000011 77.500000000000014
decision_type=9 9 8 9 9 9 9 10 10 10 10 9 8 9 10 10 8 10 10 10 10 10 10 10 8 10 9 8 10 8
left_child=1 -1 4 28 -3 -5 7 -7 9 10 15 17 24 25 23 -4 -15 18 19 -8 -12 -10 -6 29 -9 -13 27 -18 -2 -14
right_child=3 2 8 5 22 6 11 12 21 -11 20 13 14 16 -16 -17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.9293841769395424e-07 2.7955239028114011e-07 2.9281955989866013e-09 0 0.0013219621242439019 -2.8817204640993684e-05 -0.00013831259791815075 -0.00042540233309513136 3.9166281333677658e-05 -3.0108141898514265e-09 -4.9745807168097591e-05 -0.00054055343752587495 -7.4471748100161069e-05 -8.7892454427106125e-05 -9.8140828220482192e-05 8.2277839413424903e-05 -6.5346752450682302e-09 -0.00013061723302922257 4.6983962103630394e-05 -0.0021500781162357638 0.00046757878243814223 -2.0944195068774239e-05 -7.0967287102341345e-05 -0.00015793851459822332 3.1546781524999426e-05 -2.5430476599681953e-05 3.249822291578777e-06 0.0020377835668324577 1.3608164993448055e-05 -3.9546503775554473e-06 -0.00046164296483038026
leaf_weight=115 485 152 42 231 49 26 36 52 68 25 38 64 170 63 47 67 30 33 48 58 55 49 84 25 47 41 128 541 57 41
leaf_count=115 485 152 42 231 49 26 36 52 68 25 38 64 170 63 47 67 30 33 48 58 55 49 84 25 47 41 128 541 57 41
internal_value=-0.000394879 -0.00283973 -0.00381875 0.000435094 -0.00146853 -0.00013948 -0.000574949 -0.0022148 -0.00586667 -0.00724561 -0.00606897 8.35709e-05 -0.00165013 0.000578588 -0.0026338 -0.0084 0.000993532 -0.00225806 -0.0033007 -0.00109474 -0.0032766 -0.00315254 -0.00408333 -0.00344304 0.00116 -0.00224138 0.00130857 0.000900344 0.00218445 -0.0039434
internal_weight=2967 744 629 2223 285 1681 1450 408 344 227 202 1042 382 867 283 109 762 175 142 94 93 117 133 236 99 105 699 571 542 211
internal_count=2967 744 629 2223 285 1681 1450 408 344 227 202 1042 382 867 283 109 762 175 142 94 93 117 133 236 99 105 699 571 542 211
cat_boundaries=0 18 41 70 72 89 91 92 94 95
cat_threshold=131074 268435584 1073741824 524288 524288 134225920 0 537001984 33619968 8192 8192 256 128 0 0 32 128 128 0 0 0 0 0 0 0 0 0 0 0 2048 8192 0 0 0 0 0 0 0 384 0 4194304 0 0 0 0 0 1 262144 0 1 0 0 4 8192 1048576 0 0 0 0 0 8192 256 0 16777216 0 0 32768 0 0 524288 0 2048 268435457 1 1048576 2048 0 0 0 8192 0 32 32 128 0 0 0 0 16 256 12308 2281701376 67141664 2147484160 256
is_linear=0
shrinkage=0.04


Tree=41
num_leaves=31
num_cat=10
split_feature=7 8 7 4 8 1 14 2 2 11 6 9 3 2 2 2 2 4 3 2 1 2 8 2 2 8 5 2 3 2
split_gain=3.35236 1.61121 1.67129 1.57261 0.824398 0.771608 0.957925 0.714451 0.70161 0.669194 0.722971 0.692485 0.759117 0.617134 0.621746 0.553403 1.63329 0.501574 0.489657 0.452462 0.653488 0.387738 0.377618 0.371936 0.337651 0.300357 0.276647 0.249371 0.235329 0.330183
threshold=0 1 2 1800.0000000000002 3 3.5000000000000004 4 6.5000000000000009 9.5000000000000018 5 6 7 2014.5000000000002 13.500000000000002 32.500000000000007 39.500000000000007 29.500000000000004 425.00000000000006 2010.5000000000002 26.500000000000004 5.5000000000000009 13.500000000000002 8 34.500000000000007 39.500000000000007 9 3.5000000000000004 2.5000000000000004 2017.5000000000002 14.500000000000002
decision_type=9 9 9 8 9 10 9 8 10 9 9 9 8 8 8 8 10 8 8 10 8 10 9 10 10 9 8 10 10 10
left_child=3 -2 -3 -1 7 27 9 -4 -5 -7 11 12 -11 -8 -15 16 17 -12 -19 -9 -21 -10 -17 -18 -23 -20 -27 -6 29 -28
right_child=1 2 4 8 5 6 13 19 21 10 15 -13 -14 14 -16 22 23 18 25 20 -22 24 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00021658901698722206 2.2104370684789644e-06 1.5797014794638446e-06 -0.00033400274333332389 2.1459771512525875e-05 -9.2709855426635526e-07 1.0864516598141971e-05 7.9017155298716587e-07 -7.0401738734997972e-06 -0.00015699970569167613 0.0038462276116120863 2.537448485300369e-06 7.8593503870477905e-05 -0.00026724239948809582 -0.0010684245750569579 -0.00029984500372687506 2.6138700093270021e-10 -5.2153499397432187e-06 0.00016628994551284211 -1.1668774391182524e-10 -1.9080561122663017e-05 -0.00026541073422835541 -4.1812774699243156e-05 -3.5255301353354631e-05 0 -7.9498249369664678e-05 -2.2829511552855121e-05 -7.9891666999621846e-05 2.8279886553894215e-09 -0.00012804752841764127 -0.0002683453163921259
leaf_weight=25 481 218 31 50 82 245 41 110 25 35 25 229 77 26 81 145 30 33 150 82 39 62 138 34 51 56 88 185 31 35
leaf_count=25 481 218 31 50 82 245 41 110 25 35 25 229 77 26 81 145 30 33 150 82 39 62 138 34 51 56 88 185 31 35
internal_value=-0.000421625 -3.3601e-05 -0.0004856 -0.005125 -0.000847474 -0.00052673 -0.000882666 -0.0029011 -0.00406349 -0.000525697 -0.000945389 0.000579546 -0.00188618 -0.0038239 -0.00566667 -0.00162371 -0.00246791 -0.00154654 -0.00189848 -0.00222414 -0.00390164 -0.00552518 -0.000239436 -0.00836923 -0.00445614 -0.00232687 -0.00325792 0.00144776 -0.00428387 -0.00506452
internal_weight=2940 2727 2246 213 2028 1766 1499 262 188 1351 1106 341 112 148 107 765 482 418 393 231 121 138 283 64 113 360 210 267 154 123
internal_count=2940 2727 2246 213 2028 1766 1499 262 188 1351 1106 341 112 148 107 765 482 418 393 231 121 138 283 64 113 360 210 267 154 123
cat_boundaries=0 16 46 63 90 91 93 94 96 119 142
cat_threshold=147456 16 1310720 524288 0 8194 33554432 0 33554432 134225920 0 0 0 0 0 32 16 0 0 134217728 2147483648 1 0 0 1 0 0 4 8256 1048576 0 0 0 0 0 8192 384 0 4194304 0 0 32768 0 0 524288 8192 268435456 1 67108864 2105344 0 0 0 8192 0 0 40960 128 0 0 0 0 16 268435456 8 4 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 2147483648 0 0 0 0 16384 64 8320 49152 2147485184 70 0 16516 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=42
num_leaves=31
num_cat=11
split_feature=8 7 9 12 8 2 8 7 4 1 12 6 4 1 2 2 2 2 4 12 3 2 1 2 12 2 2 2 3 2
split_gain=2.3585 1.89597 1.0523 1.03312 0.634932 0.82169 0.559792 0.565026 0.506062 0.548213 0.517682 0.68296 0.543628 0.575881 0.986045 0.469878 0.462072 0.642286 0.454127 0.403985 0.466289 0.871186 0.390003 0.811845 0.358712 1.59085 1.08324 0.343615 0.339597 0.484533
threshold=0 1 2 3 4 2.5000000000000004 5 6 313.50000000000006 4.5000000000000009 7 8 16829230000.000002 4.5000000000000009 4.5000000000000009 35.500000000000007 20.500000000000004 44.500000000000007 107371.50000000001 9 1.0000000180025095e-35 15.500000000000002 5.5000000000000009 15.500000000000002 10 50.500000000000007 22.500000000000004 44.500000000000007 2017.5000000000002 19.500000000000004
decision_type=9 9 9 9 9 8 9 9 8 8 9 9 8 10 10 10 10 10 8 9 10 10 10 8 9 8 8 8 8 10
left_child=24 15 3 4 27 -6 16 -8 -7 -10 12 18 -11 -14 -15 -2 -5 -18 -12 20 21 -4 -9 -24 25 -1 -26 -3 -16 -30
right_child=1 2 19 6 5 8 7 22 9 10 11 -13 13 14 28 -17 17 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-5.4547165413537961e-05 -4.1801691974710681e-05 5.7664870176178347e-06 0.0014469235626455928 1.0167263582161469e-08 -6.3435086786603543e-05 -5.2438220977519183e-05 3.014619919389006e-05 3.4338604900909551e-06 1.2858501035850622e-06 -0.00033583948026445325 1.8784380998970883e-05 0.00037843419597896215 0.0048144241221247767 -0.00051491680451661828 0.00011610511234020222 -7.4225874805021623e-05 0 2.8752239812105598e-07 -3.033044313530748e-06 0.0018832200584909023 0.0045897886053035235 -0.00030799187682410667 0.00010850083469515251 -0.00058290344989808001 -7.545565902894184e-05 -0.00059683329254068055 3.8784861176383473e-05 -2.0676585998653911e-06 -6.5527275585778954e-05 -1.1192484561239303e-09
leaf_weight=65 65 143 68 168 47 39 104 435 42 27 28 159 26 26 40 42 124 161 359 272 47 30 31 30 66 50 76 65 46 75
leaf_count=65 65 143 68 168 47 39 104 435 42 27 28 159 26 26 40 42 124 161 359 272 47 30 31 30 66 50 76 65 46 75
internal_value=0.000102807 0.000456089 0.000679216 0.00032022 -0.000522506 -0.000977297 0.00121429 0.000392799 -0.000705069 -0.000492159 -0.000731893 -2.87252e-05 -0.00223108 -0.00162617 -0.00240426 -0.00450847 0.00226724 0.00132867 -0.000934673 0.00249533 0.000641026 -0.000888889 -0.000189349 -0.00316129 -0.00347761 -0.00523809 -0.00177778 0.00142466 -0.00120988 -0.00226229
internal_weight=2956 2699 2592 2175 1122 914 1053 600 867 828 786 546 240 213 187 107 453 285 387 417 145 98 496 61 257 115 142 208 161 121
internal_count=2956 2699 2592 2175 1122 914 1053 600 867 828 786 546 240 213 187 107 453 285 387 417 145 98 496 61 257 115 142 208 161 121
cat_boundaries=0 29 46 48 50 71 94 111 113 114 115 117
cat_threshold=268435456 8 4 0 2147483648 0 0 2147483648 0 0 0 33554432 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 16384 64 0 524288 131072 0 1048576 524288 0 134217730 0 0 0 0 0 0 0 0 0 32 128 256 30724 167010 2 0 0 0 134217728 0 0 262144 0 0 0 0 4 0 1048576 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 4096 0 384 0 16777216 0 0 0 4 0 0 0 0 67584 0 0 0 0 0 0 0 1073741840 32800 2 456 1146976 108544 34
is_linear=0
shrinkage=0.04


Tree=43
num_leaves=31
num_cat=10
split_feature=9 7 0 8 7 4 0 6 2 2 0 2 10 9 2 17 2 3 4 0 4 0 2 2 2 6 2 7 3 1
split_gain=2.88443 2.17462 1.79108 1.32177 1.39756 1.26345 1.02444 1.45808 0.738988 0.727154 2.18321 1.13535 0.718416 0.760172 0.707372 0.688509 1.19097 0.652395 0.592155 0.565425 0.421051 0.301011 0.292965 0.280493 0.692485 0.633259 0.760258 0.58851 0.464732 0.397582
threshold=0 1 26.500000000000004 2 3 6670500000.000001 42.250000000000007 4 18.500000000000004 38.500000000000007 37.250000000000007 89.500000000000014 5 6 24.500000000000004 7 5.5000000000000009 2000.5000000000002 1300.0000000000002 42.710000000000008 33.000000000000007 36.900000000000006 86.500000000000014 17.500000000000004 20.500000000000004 8 9.5000000000000018 9 2018.5000000000002 4.5000000000000009
decision_type=9 9 10 9 9 8 8 9 8 10 10 10 9 9 10 9 8 10 10 10 10 10 10 10 10 9 10 9 8 10
left_child=2 5 -1 -3 -5 14 12 22 -9 17 11 -11 13 15 -2 16 -6 19 21 -7 -4 -18 -8 25 -25 -17 -27 29 -29 -26
right_child=1 3 20 4 6 9 7 8 -10 10 -12 -13 -14 -15 -16 23 18 -19 -20 -21 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=-7.3418668718083411e-05 -0.00051976812168097355 3.2214403174702954e-06 -0.00017515951454153241 1.5448592819525466e-06 -0.00017536113014634722 -1.7234723474339602e-05 1.8523436931376143e-05 -4.2212524373051038e-05 -0.0016018741617613253 -2.7589545909892625e-05 3.8218667144576866e-05 -7.8843224836229743e-05 0.0014103873137832651 0.0023522196748980524 -1.1452176859134515e-05 3.9501003725183918e-08 -4.7080722431144491e-05 0.00037855026181130306 -7.157142597144293e-05 -0.00088812923341757084 0.00018018224700006412 1.0333707865780246e-05 -0.001702119286613141 -0.00016407023305662458 -1.1440876742713213e-08 -7.265266043117105e-05 5.1217834409695053e-05 -1.1855200865764765e-05 3.068635236047612e-07 0
leaf_weight=31 25 439 45 218 45 174 137 43 59 35 54 32 149 176 26 191 39 44 26 25 25 117 25 60 25 125 75 99 291 104
leaf_count=31 25 439 45 218 45 174 137 43 59 35 54 32 149 176 26 191 39 44 26 25 25 117 25 60 25 125 75 99 291 104
internal_value=-9.59458e-05 0.000150575 -0.00639286 0.000607987 0.00016675 -0.00248826 -0.000209237 -0.00250566 -0.0059469 -0.00170959 -0.00422951 -0.009 0.000189101 -0.000106936 -0.00838462 -0.00047351 -0.00240336 -0.000442623 -0.00104918 -0.00142 -0.00338028 -0.000101911 4.62429e-05 1.47341e-10 -0.000558621 0.000826531 -0.000758294 -8.46152e-05 0.000698254 -0.00231429
internal_weight=2959 2858 101 2443 2004 415 1786 264 102 364 121 67 1522 1373 51 1197 227 243 182 199 70 156 162 970 579 391 200 519 390 129
internal_count=2959 2858 101 2443 2004 415 1786 264 102 364 121 67 1522 1373 51 1197 227 243 182 199 70 156 162 970 579 391 200 519 390 129
cat_boundaries=0 1 19 49 66 67 68 70 71 72 80
cat_threshold=262913 131074 268435584 1056768 0 524288 64 33554432 0 65536 134217728 8192 64 128 0 0 32 128 128 0 4 0 134217728 0 0 0 0 0 0 0 4 0 1048576 0 4096 0 0 4096 8192 384 0 0 0 0 16384 0 0 0 8192 268435457 17 67108864 2367488 0 0 0 8192 0 0 0 0 0 0 67108864 0 16 384 256 0 22548 28 456 0 0 0 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=44
num_leaves=31
num_cat=9
split_feature=7 9 2 8 7 3 17 0 0 0 7 0 0 0 4 2 2 4 9 5 1 9 2 2 0 2 0 9 2 2
split_gain=2.62189 1.6097 1.9958 1.46437 1.17991 0.915424 0.779233 1.05894 0.832511 0.735951 0.718204 1.12796 0.756587 0.54003 0.515845 0.551179 0.663477 0.567273 0.514734 0.485286 0.480867 0.575563 0.618767 1.59199 0.460141 0.93287 0.40576 0.436643 0.337792 0.307984
threshold=0 1 14.500000000000002 2 3 2024.5000000000002 4 44.07500000000001 45.425000000000004 25.500000000000004 5 9.5000000000000018 44.07500000000001 39.07500000000001 4600.0000000000009 11.500000000000002 21.500000000000004 20046740000.000004 6 1.0000000180025095e-35 4.5000000000000009 7 12.500000000000002 35.500000000000007 36.400000000000006 14.500000000000002 39.07500000000001 8 1.0000000180025095e-35 54.500000000000007
decision_type=9 9 8 9 9 8 9 8 10 10 9 10 10 10 8 8 10 8 9 10 10 9 8 8 8 10 10 9 10 10
left_child=1 2 -1 18 28 26 9 20 -9 -7 24 -12 -13 -4 -11 -16 -17 -18 19 -2 -8 22 -22 -24 -3 -26 -6 -28 -5 -19
right_child=3 10 13 4 5 6 7 8 -10 14 11 12 -14 -15 15 16 17 29 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=5.4562329808887385e-05 -6.9843509004463661e-05 -4.1475721459004278e-05 -0.00014414086050650902 -5.9776588993548302e-06 -1.1649787922811623e-05 -9.6922818280854742e-05 7.6859926819771771e-05 -0.0015213254773707059 5.1026175651848219e-05 3.118420305823235e-05 -1.1035150251333407e-08 3.0406613404920793e-09 -0.00086931878907422935 -0.0003555448436139394 -0.00010609802017339583 3.4208360474906288e-05 -0.00032655975944943669 -0.00026932032986023318 1.0693293020413404e-06 2.1118409586422931e-05 -3.2306751098808331e-05 3.3508653826809115e-06 -0.00045291801853731412 0.00049284732483380366 -0.00021096166489932854 0.00051185853216439883 2.535995686605367e-06 0.0026784642312756186 6.2483640073188236e-05 3.8032198874770226e-05
leaf_weight=33 40 46 27 31 90 27 129 46 26 31 41 338 34 58 123 62 35 32 612 79 66 286 25 26 49 35 150 181 189 26
leaf_count=33 40 46 27 31 90 27 129 46 26 31 41 338 34 58 123 62 35 32 612 79 66 286 25 26 49 35 150 181 189 26
internal_value=4.03512e-06 -0.00219643 -0.00626357 0.000640551 -4.77385e-05 -0.000492711 -0.00119022 -0.000299187 -0.00482192 -0.00269741 -0.00120578 -0.000349056 0.000343164 -0.01 -0.00220645 -0.00275269 -0.00115385 -0.0032766 0.00210782 -0.000338461 0.000315197 -0.000366336 -0.00259375 -0.00607692 -0.00368794 -0.00216471 0.00105213 0.0016988 0.0025974 -0.000813559
internal_weight=2973 661 118 2312 1581 1361 940 604 72 336 543 413 372 85 309 278 155 93 731 119 532 403 117 51 130 84 421 331 220 58
internal_count=2973 661 118 2312 1581 1361 940 604 72 336 543 413 372 85 309 278 155 93 731 119 532 403 117 51 130 84 421 331 220 58
cat_boundaries=0 18 20 50 67 68 78 80 82 84
cat_threshold=147456 0 1310720 2048 2 134225986 0 805437440 33554432 134225952 8192 64 128 0 0 32 128 128 1 12304 268435456 0 0 134217728 0 0 262144 0 1 0 0 4 8192 1048576 0 4096 0 0 0 8192 256 0 20971520 0 0 268468224 0 0 524288 8192 268435457 1 33554432 2105348 32 0 0 8192 0 0 0 2097408 0 0 0 0 16 26 131072 0 0 0 0 2 0 536870912 33554432 8224 257 12288 0 16532 0 2048
is_linear=0
shrinkage=0.04


Tree=45
num_leaves=31
num_cat=10
split_feature=8 7 8 7 12 0 9 12 1 2 0 1 9 2 4 2 2 2 12 2 1 6 2 2 4 2 2 0 2 2
split_gain=2.84184 1.48067 1.12412 0.980936 0.878356 1.1105 0.74556 1.23003 1.07667 0.893754 0.629882 0.448926 0.436712 0.413725 0.390208 0.529818 0.388025 0.938665 0.362978 0.442105 0.35746 0.422993 0.685184 0.359379 0.356743 0.987965 0.452847 0.324942 0.289277 0.269661
threshold=0 1 2 3 4 40.250000000000007 5 6 4.5000000000000009 45.500000000000007 38.57500000000001 4.5000000000000009 7 442.50000000000006 6186315000.000001 5.5000000000000009 33.500000000000007 47.500000000000007 8 49.500000000000007 1.0000000180025095e-35 9 50.500000000000007 101.50000000000001 642496500.00000012 27.500000000000004 30.500000000000004 16.750000000000004 14.500000000000002 21.500000000000004
decision_type=9 9 9 9 9 8 9 9 10 10 10 10 9 10 8 10 10 10 9 10 10 9 10 8 8 8 8 10 10 10
left_child=11 6 18 -4 12 20 8 16 -2 -9 -10 -1 -5 -13 -7 -16 -8 -18 19 -3 -6 22 -22 -23 25 -14 28 -11 -26 -17
right_child=1 2 3 4 5 14 7 9 10 27 -12 13 24 -15 15 29 17 -19 -20 -21 21 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0012130537407826873 1.0720242345612833e-06 1.7466477157602664e-06 0.0012413196839655834 4.5546724081964804e-05 0.0032540273597617586 -0.00025500663543314073 5.1732868991390916e-07 -2.468071161709289e-05 -6.806817954243051e-05 -1.0453529660763015e-08 -0.00010244862830614337 -0.0001564814793034098 3.9560521368795746e-05 6.3298011377419964e-05 -0.0011469341916286913 3.6536245881023343e-05 -4.7320528915011024e-06 3.0530301831416945e-07 1.1427492973781374e-06 -2.4675341123459869e-07 -0.0001102236613652973 3.9306058841249763e-05 0.00058565034829728517 -8.0594953596531174e-05 1.612374410297802e-05 -0.00090164414070758345 0.0001096707466282712 1.3356355743079598e-06 -0.00029118015070306834 -0.00011873822842703983
leaf_weight=30 27 116 207 401 59 37 146 165 38 40 52 164 33 26 46 26 30 86 427 48 195 192 59 33 54 28 56 43 27 48
leaf_count=30 27 116 207 401 59 37 146 165 38 40 52 164 33 26 46 26 30 86 427 48 195 192 59 33 54 28 56 43 27 48
internal_value=-6.93876e-05 0.000291575 0.000802663 0.000214286 -0.000202299 -0.00116147 -0.00139812 -0.000690979 -0.00415625 -0.00265637 -0.00659341 -0.004329 0.000911476 -0.00376963 -0.00412658 -0.00297521 0.00120147 -0.000478632 0.00226578 0.000548572 -0.000311688 -0.000675 -0.00175094 0.00059322 -0.00061244 -0.00316129 0.000492754 0.000619048 -0.00141463 -0.000853333
internal_weight=2939 2719 2092 1501 1294 695 627 510 117 248 90 220 599 190 157 120 262 116 591 164 538 479 254 225 198 61 137 83 81 74
internal_count=2939 2719 2092 1501 1294 695 627 510 117 248 90 220 599 190 157 120 262 116 591 164 538 479 254 225 198 61 137 83 81 74
cat_boundaries=0 29 46 76 93 95 97 99 101 103 104
cat_threshold=0 12 4 0 8192 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 33554432 2 2147483648 0 0 0 0 0 64 0 524288 131073 0 537919488 2623492 524290 66 0 268566528 0 32 32 0 0 0 0 0 128 0 0 0 134217728 0 0 0 0 1 0 0 131076 8192 0 0 4096 0 0 0 10240 256 0 20971520 0 0 0 0 0 0 8192 268435458 1 0 0 0 0 0 8192 33556480 0 0 0 67108864 0 0 0 1073741840 67306498 2 1 24592 134466 32 0 18596 140288 32 284
is_linear=0
shrinkage=0.04


Tree=46
num_leaves=31
num_cat=10
split_feature=8 9 0 2 15 2 2 2 12 11 0 4 2 12 6 0 0 2 2 6 9 2 0 0 4 12 0 2 2 2
split_gain=1.93761 2.08351 1.57278 1.49932 0.67975 0.745059 0.576259 0.799421 0.619821 0.548661 0.651224 0.483616 0.678263 0.435234 0.415582 0.657363 0.577231 0.348935 0.663927 0.326383 0.470102 0.438914 0.293186 0.283215 0.276686 0.264727 0.261808 0.324865 0.252764 0.289628
threshold=0 1 24.500000000000004 34.500000000000007 2 47.500000000000007 71.500000000000014 58.500000000000007 3 4 35.850000000000009 5965.0000000000009 30.500000000000004 5 6 43.675000000000004 33.175000000000004 99.000000000000014 155.00000000000003 7 8 37.500000000000007 9.5000000000000018 32.500000000000007 62.500000000000007 9 42.710000000000008 19.500000000000004 26.500000000000004 30.500000000000004
decision_type=9 9 8 10 9 8 8 10 9 9 10 10 8 9 9 10 10 10 10 9 9 10 10 10 10 9 10 10 8 10
left_child=23 2 3 -2 5 -3 7 8 -6 28 -11 19 -13 17 16 -16 -10 -8 -19 -12 21 -21 -7 -1 -22 -18 27 -27 -4 -30
right_child=1 4 9 -5 6 22 13 -9 14 10 11 12 -14 -15 15 -17 25 18 -20 20 24 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-8.2492825972555162e-06 -6.773655297834278e-05 5.5216976601938996e-07 0.00018786151006675334 -5.7495411657529072e-06 9.8715702463067618e-07 -1.3925640168071336e-08 6.7718329323531455e-06 -7.1195090932784011e-07 -0.00054955675582596386 0.00012300601123202466 9.0485775257693937e-06 -2.4989395525501892e-06 -0.00056820851706163868 7.0373409673233637e-06 3.0499415533213715e-07 -3.6169022604992936e-05 2.4756248493369698e-05 -5.2143640003541393e-05 0.00024026170719209299 -0.00030833339372389853 2.6722336574706866e-05 7.7186476270037314e-06 -0.00022943967228094186 -0.00015933254815093202 -1.3739621681697172e-05 -3.7283272247068185e-06 6.6211068843583537e-05 -0.00014734149269975521 -0.00010371241817878195 0.0010511723227027007
leaf_weight=49 42 131 42 29 283 38 68 80 28 43 102 27 37 323 638 27 153 26 26 74 78 34 61 167 25 118 30 75 57 38
leaf_count=49 42 131 42 29 283 38 68 80 28 43 102 27 37 323 638 27 153 26 26 74 78 34 61 167 25 118 30 75 57 38
internal_value=0.000134237 0.000427114 -0.00157746 -0.00716667 0.00103025 -0.00099585 0.00128314 0.000898814 0.00112934 -0.00088172 -0.00157773 -0.00214815 -0.00529231 0.00254955 0.000662963 0.00127219 -0.000346988 0.000305344 -0.00211321 -0.00149045 -0.00232432 -0.00410084 -0.00364 -0.0034185 -0.000245614 6.36606e-05 -0.000803419 -0.00138144 0.00127027 0.000208333
internal_weight=2949 2733 628 71 2105 230 1875 1432 1352 557 420 377 64 443 1069 665 404 120 52 313 211 108 99 216 103 376 223 193 137 95
internal_count=2949 2733 628 71 2105 230 1875 1432 1352 557 420 377 64 443 1069 665 404 120 52 313 211 108 99 216 103 376 223 193 137 95
cat_boundaries=0 29 31 32 33 36 37 38 39 41 42
cat_threshold=1073741824 8 4 0 1073741824 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 32768 0 0 524416 257 12292 137887744 1182784 0 1024 524288 1098016 388 208 1 4 2
is_linear=0
shrinkage=0.04


Tree=47
num_leaves=31
num_cat=9
split_feature=8 15 11 8 9 13 2 5 3 2 3 4 0 2 9 1 2 6 9 4 2 2 0 2 2 2 0 0 2 4
split_gain=1.39817 1.22975 1.21378 1.02588 0.728311 0.681191 0.681317 0.67196 0.666586 0.661178 1.05379 0.655647 0.616182 0.559749 0.462228 0.874415 0.476352 0.401975 0.580227 0.640839 0.792381 0.692968 0.399244 0.542754 0.548779 0.354172 0.299169 0.287998 0.742821 0.287833
threshold=0 1 2 3 4 5 3.5000000000000004 2.5000000000000004 1984.5000000000002 23.500000000000004 1992.5000000000002 37073800000.000008 33.175000000000004 21.500000000000004 6 5.5000000000000009 9.5000000000000018 7 8 6670500000.000001 5.5000000000000009 17.500000000000004 43.675000000000004 176.00000000000003 28.500000000000004 18.500000000000004 39.07500000000001 10.500000000000002 49.500000000000007 11.000000000000002
decision_type=9 9 9 9 9 9 10 10 10 10 10 8 10 10 9 8 10 9 9 8 8 8 8 10 10 10 10 10 10 10
left_child=-1 11 13 9 5 6 -5 17 12 14 -11 -2 -8 -3 -4 16 -16 27 19 -19 -21 -22 23 24 -23 -10 -13 28 -6 -7
right_child=1 2 3 4 7 29 8 -9 25 10 -12 26 -14 -15 15 -17 -18 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.3842113523520736e-06 -3.2422575873961278e-05 -0.00045327606563790165 -6.70437945791347e-06 4.7374003672433957e-06 6.4890504361080758e-08 7.96703010447348e-07 -3.5625963194413915e-05 -6.6480679790848613e-05 0.0032989320643511759 4.8851882354553799e-05 -7.4462410924742441e-05 -3.2522192735673311e-07 -0.00010536446699512747 -6.4107056385956187e-07 -0.00030910172238135747 2.6239399609581581e-05 -4.4803963372015405e-05 -0.0001519523185529502 0.00083134036645880803 -0.00019801026405990457 0.0003334501168310463 1.3102747673608435e-06 0.00010655489938091345 0.0050114705725215159 -0.00012554293072381174 -0.00010174138228680298 -0.0016029975967736013 6.8475605067986275e-07 -1.3407349339054943e-08 0.0025556841331808946
leaf_weight=358 44 44 117 30 48 159 30 39 29 113 53 27 61 68 51 30 52 49 149 38 77 75 41 25 54 25 43 921 28 36
leaf_count=358 44 44 117 30 48 159 30 39 29 113 53 27 61 68 51 30 52 49 149 38 77 75 41 25 54 25 43 921 28 36
internal_value=0.000170155 -0.000162057 3.58746e-05 0.000239214 0.000631688 -0.000944882 -0.00268817 0.0010135 -0.0039726 -0.0015363 0.000383234 -0.004032 -0.00604348 -0.0038374 -0.00286853 -0.00436111 -0.00642308 0.00115538 0.0002158 -0.000659459 1.48532e-10 0.000761905 -0.000510204 -0.00144516 -0.00249231 -0.000436363 -0.00676056 0.00161508 -0.000727273 0.000679612
internal_weight=2914 2556 2442 2330 1914 370 175 1544 145 416 166 114 91 112 250 133 103 1505 508 359 310 272 195 154 129 54 70 997 76 195
internal_count=2914 2556 2442 2330 1914 370 175 1544 145 416 166 114 91 112 250 133 103 1505 508 359 310 272 195 154 129 54 70 997 76 195
cat_boundaries=0 30 31 33 63 65 66 68 69 71
cat_threshold=268435456 0 0 134217728 0 0 0 0 1 32768 0 4 0 0 0 0 0 0 0 10240 384 0 0 0 0 32768 0 0 0 8192 135266304 2 2148073984 1073741824 2056 4 0 2147483648 0 262144 0 0 0 0 133120 0 0 0 0 0 0 33558528 0 0 0 0 8 0 16384 64 0 128 4096 257 16388 2 0 18432 270 0 10384
is_linear=0
shrinkage=0.04


Tree=48
num_leaves=31
num_cat=12
split_feature=7 7 8 8 17 2 2 12 0 7 2 0 12 3 0 12 12 6 2 3 2 2 12 5 2 2 2 2 3 0
split_gain=2.03867 1.53166 1.18704 0.906407 0.650004 0.784764 0.642572 0.591611 0.548884 0.572829 0.521422 0.50483 0.473862 0.514686 0.46055 0.404576 0.356926 0.445384 0.324033 0.530211 0.323231 0.408564 0.309458 0.348205 0.31027 0.301647 0.297506 0.302374 0.269677 0.263481
threshold=0 1 2 3 4 11.500000000000002 27.500000000000004 5 9.5000000000000018 6 5.5000000000000009 40.675000000000004 7 1994.5000000000002 32.500000000000007 8 9 10 28.500000000000004 2015.5000000000002 18.500000000000004 58.500000000000007 11 2.5000000000000004 22.500000000000004 17.500000000000004 77.500000000000014 22.500000000000004 2011.5000000000002 39.07500000000001
decision_type=9 9 9 9 9 10 10 9 10 9 8 10 9 10 10 9 9 9 10 8 10 10 9 8 8 8 10 10 8 8
left_child=15 14 6 -4 10 16 25 8 -7 -10 -5 18 26 20 -2 -1 -6 -18 19 -9 -14 -22 23 -12 -24 -3 27 -11 -20 -19
right_child=1 2 3 4 5 7 -8 11 9 12 22 -13 13 -15 -16 -17 17 29 28 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.9614890389509343e-07 -3.7590581776956069e-05 -8.4562837689750419e-05 1.7102269642052919e-06 -0.00015751733630676421 1.7357064382934184e-06 -2.1712545432706064e-08 3.9818010007974373e-05 0.003961316842243847 1.7037774768627933e-07 3.9420364818703554e-06 -4.421190112427403e-05 -0.00030901456596240371 -0.00037116279053132114 -3.5563122692276835e-07 -0.00012262855885488149 5.0654381346958065e-06 0.00029956672060564506 8.9234246982422629e-07 -2.9577361502244746e-05 -2.7953641277551048e-05 -6.8636852299060033e-07 -7.3152072024736754e-05 -1.6550088530956938e-05 -3.8122229422240271e-05 5.5776636316975052e-05 -0.00057279549740118726 1.6766976253492771e-05 -2.2276709739363189e-05 9.2048125637780157e-07 -4.2818001989099683e-05
leaf_weight=284 29 42 211 79 101 40 34 59 113 37 42 49 28 50 79 407 105 106 60 112 53 41 117 81 46 41 38 79 241 127
leaf_count=284 29 42 211 79 101 40 34 59 113 37 42 49 28 50 79 407 105 106 60 112 53 41 117 81 46 41 38 79 241 127
internal_value=0.000233288 -0.000355397 -0.000108259 0.000128332 -0.000167493 0.000217931 -0.00384375 -0.0003996 -0.00139592 -0.00100909 -0.00164894 0.000533835 -0.00182789 -0.00323497 -0.00477311 0.00211396 0.00162727 0.000893983 0.000947146 -0.00044186 -0.00481301 -0.00362105 -0.000891986 -0.00229851 0.000298851 -0.00604762 -0.000145454 -0.00116239 0.0017351 -0.000114754
internal_weight=2931 2240 2132 2015 1804 1439 117 1000 479 439 365 521 326 172 108 691 439 338 472 171 122 94 286 123 163 83 154 116 301 233
internal_count=2931 2240 2132 2015 1804 1439 117 1000 479 439 365 521 326 172 108 691 439 338 472 171 122 94 286 123 163 83 154 116 301 233
cat_boundaries=0 18 34 61 90 91 93 102 104 106 107 108 109
cat_threshold=268435457 17 1677721600 2105856 65568 0 0 268443648 65536 0 40992 2097536 16 0 0 0 1073746064 256 131072 0 0 0 0 8192 0 0 33554432 8192 0 64 0 0 0 32 0 2048 4 0 2147483648 0 0 0 0 0 0 0 64 0 0 4096 0 0 33554432 0 0 0 0 0 0 0 64 0 0 0 0 65536 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 2048 128 0 4194304 0 0 0 0 0 524288 25 84117536 32 0 0 0 4 0 0 0 131072 2048 67584 32 182560 32 16794912 448 66
is_linear=0
shrinkage=0.04


Tree=49
num_leaves=31
num_cat=17
split_feature=7 12 9 6 1 7 7 15 4 12 12 3 5 4 5 7 17 15 12 6 3 9 3 3 3 5 4 12 3 12
split_gain=2.79297 1.66892 1.26938 2.39492 1.0699 1.02881 0.737314 0.873615 0.550208 0.526269 0.460694 0.441179 0.389827 0.333935 0.325281 0.290387 0.357772 0.297482 0.222846 0.203208 0.315959 0.36211 0.292949 0.23778 0.230562 0.193939 0.182271 0.181019 0.138344 0.11138
threshold=0 1 2 3 5.5000000000000009 4 5 6 10347970000.000002 7 8 2015.5000000000002 7.0000000000000009 28487750000.000004 10.500000000000002 9 10 11 12 13 2007.5000000000002 14 2010.5000000000002 1991.5000000000002 1993.5000000000002 4.5000000000000009 1950.0000000000002 15 1988.5000000000002 16
decision_type=9 9 9 9 10 9 9 9 10 9 9 8 8 8 8 9 9 9 9 9 10 9 10 10 10 8 10 9 10 9
left_child=1 -1 3 12 -3 9 18 13 10 28 -9 -11 -2 -8 -12 -16 -17 19 -7 22 21 -21 23 -18 27 26 -5 -23 -4 -19
right_child=2 4 5 25 -6 6 7 8 -10 11 14 -13 -14 -15 15 16 17 29 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.4297344691006413e-06 -0.00011088882129533972 -0.00031064473663928749 1.1571432343648158e-06 -5.9987505169750786e-06 -0.00072339473082038243 5.5068455994196647e-07 2.1172109340739099e-06 1.6761760168129089e-06 -0.00042273297536524798 9.4952510725083948e-07 -0.00012713611434959373 -6.912983902023062e-05 -6.0640908051523679e-05 -2.9437660800125339e-07 3.458749416434919e-05 -5.9249988412631061e-05 -1.3110232592675429e-05 7.7615445852284448e-07 6.9475833552550112e-06 -4.4641437452721943e-05 3.5630221016467392e-05 2.263933928637335e-07 -0.00030260359187694701 0.0031748782680860121 -5.6593969495298244e-06 3.7835980924450729e-05 3.3619499331565162e-05 9.0996679558659457e-07 -9.878596142468712e-05 2.7491788382329133e-06
leaf_weight=100 64 81 58 128 30 114 25 143 29 33 63 83 43 138 100 149 104 143 272 104 126 236 30 41 44 30 52 181 48 130
leaf_count=100 64 81 58 128 30 114 25 143 29 33 63 83 43 138 100 149 104 143 272 104 126 236 30 41 44 30 52 181 48 130
internal_value=0.00037222 -0.00394595 0.000721528 -0.00162195 -0.00718033 0.00103784 0.00130463 0.000948247 0.00123133 -0.00151073 0.00133919 -0.00327559 -0.00620339 -0.00177011 0.00109713 0.00123254 0.0010408 0.00128348 0.00288161 0.000893957 0.00120228 0.000812721 -0.00032258 0.000410959 0.00127966 0.000904977 0.000441989 0.00159809 0.000547009 0.00243662
internal_weight=2922 211 2711 317 111 2394 2172 1786 1623 222 1594 116 107 163 1451 1388 1288 1139 386 866 691 565 175 145 461 210 180 417 106 273
internal_count=2922 211 2711 317 111 2394 2172 1786 1623 222 1594 116 107 163 1451 1388 1288 1139 386 866 691 565 175 145 461 210 180 417 106 273
cat_boundaries=0 18 20 22 23 33 50 51 53 54 71 72 73 75 76 78 80 82
cat_threshold=131072 128 0 0 0 8192 0 536870912 33554432 0 8192 64 0 0 0 32 0 384 106560 32 257 4096 200 2 0 67117056 0 2 64 0 0 2048 32 268435457 1 536870912 2099200 32 134217728 0 8192 65536 134217728 32800 256 0 0 67108864 0 16 137363456 8194 32 68288512 0 0 0 0 0 0 0 268435456 0 0 0 128 0 268435456 0 0 1073745920 40 67633152 26656 32 20 0 16404 83202 32 107552 32
is_linear=0
shrinkage=0.04


Tree=50
num_leaves=31
num_cat=10
split_feature=7 9 0 0 12 2 7 12 9 1 13 2 4 12 2 2 4 2 3 4 2 12 2 1 4 2 2 2 6 0
split_gain=2.40216 1.72893 1.58149 1.33578 1.4191 0.826744 0.757956 0.703156 0.642638 0.58649 0.581917 0.601091 0.523925 0.615251 0.504629 0.79444 0.471804 0.465543 0.60673 0.433228 0.432249 0.410991 0.591106 0.326882 0.323696 0.311987 0.28003 0.270064 0.266415 0.386049
threshold=0 1 37.250000000000007 42.250000000000007 2 20.500000000000004 3 4 5 5.5000000000000009 6 18.500000000000004 141.00000000000003 7 12.500000000000002 6.5000000000000009 925740000.00000012 4.5000000000000009 2018.5000000000002 86.000000000000014 22.500000000000004 8 80.500000000000014 4.5000000000000009 38500.000000000007 147.50000000000003 283.00000000000006 15.500000000000002 9 42.250000000000007
decision_type=9 9 8 10 9 8 9 9 9 10 9 10 10 9 10 10 10 10 8 10 8 9 8 10 8 10 8 10 9 10
left_child=3 2 -2 4 10 14 21 19 12 -7 11 -1 13 -9 15 -6 20 -10 -19 25 -5 22 -3 -21 -20 28 -15 -14 29 -8
right_child=1 6 -4 16 5 9 7 8 17 -11 -12 -13 27 26 -16 -17 -18 18 24 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.0919422099849265e-05 -0.00011764488152182757 3.1508448440780943e-06 -4.8119793653879947e-06 -0.00075735074663418791 -0.00044270231273876317 4.5681274462830684e-06 4.4759106917743606e-06 -1.7957482377200445e-08 9.0842366761810777e-05 -0.0005912531061107862 0.000178193861854067 -6.75010012359357e-05 -6.2717688479419176e-05 5.0989274328651315e-07 -0.0003093968642113522 8.2031763004293327e-06 -0.00037396507792214945 0.0020646973657663524 -1.177843636442533e-05 0.0025928898761330295 -0.00059080787744953626 3.5988284557512193e-06 -0.00027848666860366217 -1.8764202148391131e-05 -0.00014464577193040848 -9.3135929051001518e-07 -0.00019840689557885669 -0.00013854810314333676 1.1028178946888406e-06 8.4774590110167381e-05
leaf_weight=57 45 73 65 29 32 94 203 315 70 26 106 61 35 444 44 34 26 30 38 36 34 229 28 108 143 35 35 28 376 58
leaf_count=57 45 73 65 29 32 94 203 315 70 26 106 61 35 444 44 34 26 30 38 36 34 229 28 108 143 35 35 28 376 58
internal_value=0.000159292 0.000705198 -0.00396694 -0.00221661 -0.00137143 -0.00348548 0.000948148 0.000639186 -6.96243e-06 -0.00132231 0.000919149 -0.000992248 0.000539171 0.000825157 -0.00612613 -0.0038209 -0.00671111 -0.00163014 -0.00262264 0.00152842 -0.0085625 0.00269795 0.000392857 -0.000441379 -0.00349451 0.00197325 0.00170612 -0.0029375 0.00217555 0.00104412
internal_weight=2937 2394 110 543 454 230 2284 1954 1138 120 224 118 857 794 110 66 89 281 211 816 63 330 101 144 181 672 479 63 637 261
internal_count=2937 2394 110 543 454 230 2284 1954 1138 120 224 118 857 794 110 66 89 281 211 816 63 330 101 144 181 672 479 63 637 261
cat_boundaries=0 18 20 21 38 40 42 43 45 46 47
cat_threshold=131074 128 537133056 526336 2 8194 0 805306368 33556480 8224 8192 64 128 0 0 32 128 384 257 16 1271810 268435456 1 67108864 2105348 0 134217728 0 8192 0 0 0 0 67108864 0 67108864 0 4112 68304962 2 1073741824 18464 10 40960 32 149856 388
is_linear=0
shrinkage=0.04


Tree=51
num_leaves=31
num_cat=8
split_feature=7 9 9 3 7 0 7 1 2 2 2 11 4 2 2 2 2 1 2 2 17 0 2 0 2 1 3 9 2 2
split_gain=1.89046 1.2652 1.02241 0.844601 0.843172 0.711831 0.562811 0.535904 0.678056 0.393186 0.3189 0.370005 0.345414 0.66578 0.663949 0.32815 0.325076 0.629109 0.288329 0.269558 0.266532 0.546224 0.39852 0.468704 0.291094 0.284467 0.395389 0.300567 0.280835 0.26011
threshold=0 1 2 2004.5000000000002 3 37.250000000000007 4 4.5000000000000009 49.500000000000007 49.500000000000007 725.00000000000011 5 850.00000000000011 220.50000000000003 80.500000000000014 277.00000000000006 1.0000000180025095e-35 4.5000000000000009 12.500000000000002 7.5000000000000009 6 39.07500000000001 4.5000000000000009 40.250000000000007 18.500000000000004 4.5000000000000009 2021.5000000000002 7 10.500000000000002 11.500000000000002
decision_type=9 9 9 10 9 8 9 8 10 10 10 9 10 8 10 10 10 10 8 10 9 10 10 10 8 10 8 9 10 8
left_child=2 5 3 9 -3 -2 -4 8 -8 29 11 -6 15 14 -14 16 17 -13 -9 -7 21 -18 -22 25 -25 -24 -27 28 -28 -1
right_child=1 4 6 -5 10 19 7 18 -10 -11 -12 12 13 -15 -16 -17 20 -19 -20 -21 22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-2.5070433375853178e-05 -0.00012194222424529062 2.6136226980856814e-06 -0.00014487343600083315 -0.00020175372051339856 8.0997258457660205e-05 -0.00011978939529179958 1.2288666070743876e-07 8.9720313382655889e-07 -3.775105506262681e-08 6.0788450595514407e-06 -5.0798098428643353e-05 0.0010696497940416907 -3.352959737034353e-05 0.00091575382724328749 -0.0007397432628823969 -3.1176931473027353e-05 -0.00039208532423007196 -0.00021581941831206954 -1.7117224486641064e-08 3.0193356435656053e-05 8.4020406027302659e-06 4.46756825643907e-06 3.5966681133164164e-06 7.6114641826391192e-06 -0.00013304896743268402 0.00080248003232972673 5.699373850293904e-05 4.7495700553842189e-07 -0.00010985852873316298 -0.00041748142062691951
leaf_weight=29 27 626 106 29 207 27 41 98 30 27 25 52 92 29 25 25 29 51 299 52 101 127 57 43 37 202 32 263 74 50
leaf_count=29 27 626 106 29 207 27 41 98 30 27 25 52 92 29 25 25 29 51 299 52 101 127 57 43 37 202 32 263 74 50
internal_value=0.000277377 0.000854562 -0.00150556 -0.00452055 0.0010759 -0.00321368 -0.000724786 -0.000100209 -0.00327778 -0.00314019 0.00054251 0.000624741 0.0003488 -0.00146939 -0.00281356 0.000595978 0.000703461 -0.00142308 0.000472362 -0.00155 0.000931677 -0.00057485 0.00121463 0.000891396 -0.00197531 0.00125914 0.000986014 0.000205406 -0.00150427 -0.00455
internal_weight=2912 2203 709 135 2097 106 574 468 71 106 1471 1446 1239 146 117 1093 1068 103 397 79 965 156 809 708 80 628 571 369 106 79
internal_count=2912 2203 709 135 2097 106 574 468 71 106 1471 1446 1239 146 117 1093 1068 103 397 79 965 156 809 708 80 628 571 369 106 79
cat_boundaries=0 18 20 22 39 55 58 59 61
cat_threshold=131074 144 8192 526336 0 8258 0 805437440 33556480 134225920 8192 0 0 0 0 32 0 128 257 16 1 24580 268435456 1 68157440 2105348 524288 0 131072 8192 0 0 32768 0 0 0 67108864 0 4240 2 0 8192 524288 0 8192 0 0 33554432 134217728 0 0 0 0 0 32 16384 1536 524288 18 0 4132
is_linear=0
shrinkage=0.04


Tree=52
num_leaves=31
num_cat=11
split_feature=7 8 0 0 2 11 2 5 12 13 0 2 11 12 2 2 2 6 2 2 2 12 6 2 13 2 2 2 2 4
split_gain=2.05492 1.56705 0.92216 0.984101 0.921899 0.870217 0.865559 0.723271 0.719999 0.742491 0.517944 0.509029 0.444368 0.66904 0.962953 0.437149 1.50747 0.402145 0.431862 0.480621 0.350142 0.294483 0.334656 0.568827 0.286097 0.589744 0.503842 0.299698 0.284943 0.265494
threshold=0 1 40.250000000000007 9.5000000000000018 45.500000000000007 2 4.5000000000000009 1.5000000000000002 3 4 42.960000000000008 29.500000000000004 5 6 38.500000000000007 86.500000000000014 55.500000000000007 7 151.50000000000003 19.500000000000004 12.500000000000002 8 9 44.500000000000007 10 9.5000000000000018 151.50000000000003 15.500000000000002 99.000000000000014 10438345000.000002
decision_type=9 9 10 8 8 9 10 10 9 9 10 8 9 9 8 10 8 9 8 10 10 9 9 10 9 10 8 10 10 8
left_child=8 5 3 4 -3 24 -4 12 9 -1 -8 -7 21 14 -14 16 -11 28 19 -19 -12 22 -5 -24 25 -2 27 -26 -15 -13
right_child=1 2 6 7 -6 11 10 -9 -10 15 20 29 13 17 -16 -17 -18 18 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=4.8883675476218973e-06 -2.0503569526469073e-05 -4.0508449892921237e-08 6.7845535527112739e-05 0.00028534024746476746 -8.0001049043195618e-08 -4.2629312675568577e-05 -0.00039488595378948623 -4.510486373069172e-05 2.4932060115249161e-06 -6.3040544931851639e-08 -0.00076213771348525013 -0.00066974137178001526 -4.8509592992863918e-05 8.7353510459026777e-07 1.9521670068556969e-07 6.550100782242721e-07 -0.00052873381863905128 1.1859912514617329e-05 0.00016241497288316386 -0.00015321825204877017 -7.6183034929952254e-05 1.493824301726836e-05 -7.7655912232715163e-06 9.7268609647090532e-05 -2.7991280134990197e-05 2.421988532909968e-05 0.00026637090668554716 -0.00017889901251629559 -3.3853688651864845e-05 -0.00019298322731841968
leaf_weight=126 40 58 68 283 29 67 26 78 505 76 29 25 145 294 124 27 29 44 46 41 71 179 144 38 42 60 35 37 36 107
leaf_count=126 40 58 68 283 29 67 26 78 505 76 29 25 145 294 124 27 29 44 46 41 71 179 144 38 42 60 35 37 36 107
internal_value=0.000108591 -0.000526657 6.88088e-06 0.000335065 -0.00377273 -0.00270755 -0.00258462 0.00058362 0.00187597 0.000118959 -0.00453543 -0.00459048 0.000797091 0.000107962 -0.00144286 -0.0019021 -0.00320755 0.00102542 -0.000816901 -0.00255814 -0.00316832 0.00155115 0.000966387 -0.000373057 -0.000817778 0.000720721 -0.002112 -0.00405 0.00175953 -0.00625564
internal_weight=2909 2146 1733 1539 87 413 194 1452 763 258 126 199 1374 730 269 132 105 461 131 85 100 644 465 182 214 100 114 79 330 132
internal_count=2909 2146 1733 1539 87 413 194 1452 763 258 126 199 1374 730 269 132 105 461 131 85 100 644 465 182 214 100 114 79 330 132
cat_boundaries=0 17 47 50 51 52 54 56 57 58 59 60
cat_threshold=268435457 1 1677721600 2623492 524322 0 0 8192 65536 134217760 32 256 16 268435456 67108864 0 1073746064 1073741824 2056 4 0 0 0 262144 0 0 0 0 0 0 512 0 4096 0 0 33554432 0 2147483776 0 0 8 0 0 64 0 0 4096 16388 0 524288 43104 12 4 1048576 148736 34 142 108642 210 2
is_linear=0
shrinkage=0.04


Tree=53
num_leaves=31
num_cat=13
split_feature=9 0 8 15 7 8 12 0 5 1 1 0 6 1 14 0 12 12 0 12 1 12 1 11 0 0 0 5 0 0
split_gain=2.24701 2.37848 1.09537 0.925075 1.17937 0.64718 0.457884 0.418435 0.556126 0.456523 0.401137 0.43154 0.378025 0.431688 0.353817 0.309061 0.307989 0.280597 0.230645 0.259108 0.222287 0.208576 0.635572 0.16993 0.169616 0.145922 0.117408 0.114316 0.106164 0.104394
threshold=0 15.500000000000002 1 2 3 4 5 31.500000000000004 1.5000000000000002 5.5000000000000009 5.5000000000000009 38.57500000000001 6 5.5000000000000009 7 22.250000000000004 8 9 18.500000000000004 10 5.5000000000000009 11 5.5000000000000009 12 29.500000000000004 40.250000000000007 42.250000000000007 2.5000000000000004 20.500000000000004 46.250000000000007
decision_type=9 8 9 9 9 9 9 8 8 8 10 10 9 8 9 10 9 9 10 9 10 9 8 9 10 10 10 8 8 10
left_child=1 -1 10 29 17 20 14 15 -9 16 11 -2 13 25 18 -7 -10 -5 -6 -20 -3 22 28 -21 -25 -8 -13 -18 -14 -4
right_child=2 5 3 4 6 7 12 8 9 -11 -12 26 21 -15 -16 -17 27 -19 19 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.045475940167879e-05 2.4910429174613505e-05 5.3888677626195549e-05 -4.1288209829739323e-08 1.5082141338945682e-07 -4.9545428711984981e-07 -6.0960844027296892e-05 2.460534169727399e-06 -9.6595965694421177e-05 -8.6143167719767157e-05 7.9111582993108117e-05 -0.00047851176183974362 -3.5919350052879024e-05 4.1730108476072651e-07 0.00011229203484290516 5.2768313942592233e-05 -0.00027784003175066369 3.9668230983933607e-05 1.6907605626954253e-06 1.4390678475872718e-05 5.9713012214669388e-06 -0.00010112223661523593 1.4268992287611582e-05 -0.00027300541860076841 2.5139746321148061e-05 -0.0001020124402751507 -0.00059400777977176519 -3.0487427676745084e-05 -1.9514534905201397e-05 2.6366880389020391e-05 0.00018588058193869981
leaf_weight=43 48 79 177 122 65 27 214 89 107 72 43 79 68 81 107 26 25 362 101 126 32 274 55 25 86 43 37 158 126 27
leaf_count=43 48 79 177 122 65 27 214 89 107 72 43 79 68 81 107 26 25 362 101 126 32 274 55 25 86 43 37 158 126 27
internal_value=0.000415727 -0.00162631 0.00101186 0.00129275 0.00157556 -0.00100649 0.000958032 -0.0016 -0.00123009 -0.000528925 -0.00170642 -0.000872727 0.00151835 0.00043553 1.45865e-10 -0.00496296 -0.00123711 0.00326465 -0.000550724 -0.000141593 0.00167213 0.00219476 0.00121538 -0.000854839 -0.00193443 -0.000356589 -0.00218803 -0.00014433 0.00233846 -0.00122791
internal_weight=2924 658 2266 2059 1855 615 1371 504 451 362 207 164 861 338 510 53 290 484 403 338 111 523 249 237 111 257 116 183 194 204
internal_count=2924 658 2266 2059 1855 615 1371 504 451 362 207 164 861 338 510 53 290 484 403 338 111 523 249 237 111 257 116 183 194 204
cat_boundaries=0 2 32 33 50 79 81 82 83 85 86 87 88 89
cat_threshold=257 4116 1073741824 2060 0 0 0 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 4096 136839168 1 1 68157440 2097156 32 64 0 139264 0 0 32 0 16 0 67108864 0 1073745920 0 12 0 0 2147483648 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 16827424 34 388 8193 131074 32 26688 16778272 207104 4
is_linear=0
shrinkage=0.04


Tree=54
num_leaves=31
num_cat=11
split_feature=7 9 8 0 5 8 0 7 0 3 17 0 1 6 9 3 3 11 0 3 7 0 1 0 3 3 7 0 0 0
split_gain=2.41491 1.50446 1.35688 1.00204 0.866235 1.27042 0.859256 0.474133 0.701303 0.665393 0.510428 0.366603 0.356791 0.360859 0.680802 0.327018 0.318512 0.271753 0.249916 0.210923 0.177427 0.17568 0.16272 0.323567 0.145379 0.149696 0.129979 0.135234 0.340888 0.114112
threshold=0 1 2 31.500000000000004 4.5000000000000009 3 39.07500000000001 4 9.5000000000000018 2019.5000000000002 5 42.710000000000008 4.5000000000000009 6 7 2015.5000000000002 1996.5000000000002 8 32.500000000000007 2015.5000000000002 9 16.750000000000004 5.5000000000000009 35.850000000000009 2005.5000000000002 2021.5000000000002 10 43.175000000000004 40.250000000000007 23.500000000000004
decision_type=9 9 9 10 8 9 10 9 8 8 9 10 10 9 9 8 10 9 10 8 9 10 8 10 8 8 9 10 10 10
left_child=26 3 -3 -2 22 6 18 9 -9 -7 19 -5 -12 24 15 -15 -8 -11 -6 -10 -19 -22 23 -4 -14 -26 27 28 -1 -17
right_child=1 2 4 11 5 7 16 8 10 17 12 -13 13 14 -16 29 -18 20 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.4419901822610447e-07 -4.8320780373345565e-05 5.7543036862794693e-06 8.8775368790874568e-06 -0.00014264373861937559 -0.00049231529563590096 -8.8826907304448226e-05 8.1981818818628799e-05 -6.4607636193866858e-08 -2.0559042669258556e-05 -1.7590772425700431e-05 0.00028224583269102202 -0.001439497840563083 9.7586270132460458e-06 6.9455169734087982e-05 0.002259277480729517 6.8885192643281781e-05 -0.00042161527446030623 2.3953292165583551e-06 -0.0004749523715075824 -1.0353214080339179e-05 -2.592937019263269e-07 3.4100156228083008e-06 -1.0880321361515307e-05 -6.2184771919203389e-05 0.0013723680884473986 3.5728631961470852e-07 1.747321785271723e-05 7.3462214212490041e-05 -0.00022301459485624413 -7.3528311001436563e-05
leaf_weight=154 25 278 42 54 28 30 28 44 30 105 105 42 50 114 107 27 26 118 31 177 49 61 54 154 71 284 342 42 31 209
leaf_count=154 25 278 42 54 28 30 28 44 30 105 105 42 50 114 107 27 26 118 31 177 49 61 54 154 71 284 342 42 31 209
internal_value=0.000510814 -6.28716e-05 0.000182714 -0.00421212 -0.000196419 0.000127434 -0.00377419 0.000429648 0.00080716 -0.000823529 0.00100085 -0.00263918 0.00137832 0.00112167 0.000316239 -0.000554016 -0.000436363 -0.000323353 -0.0074 -0.000788991 0.000468619 -0.000661157 -0.00239044 -0.00292386 0.00197115 0.00230337 0.00282069 0.00179832 0.00139785 -0.00141772
internal_weight=2912 2343 2222 121 1944 1694 113 1581 1218 363 1174 96 967 862 457 350 54 333 59 207 228 110 250 196 405 355 569 227 185 236
internal_count=2912 2343 2222 121 1944 1694 113 1581 1218 363 1174 96 967 862 457 350 54 333 59 207 228 110 250 196 405 355 569 227 185 236
cat_boundaries=0 18 20 41 68 84 85 86 88 89 96 113
cat_threshold=268435459 268435489 68157440 2367492 32 0 0 8192 0 268443648 0 2097408 128 268435456 67108864 0 1073745936 256 1 8192 0 0 0 0 2147483648 0 0 0 1 0 0 4 0 0 0 0 0 0 4096 0 384 0 12 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 0 64 131072 0 0 524288 0 64 131072 0 65536 0 0 0 0 0 0 32 56 200 0 18436 32772 0 0 0 0 0 0 131072 0 0 1048576 4 32 0 0 0 0 8192 0 0 0 268435456 0 0 1073741840
is_linear=0
shrinkage=0.04


Tree=55
num_leaves=31
num_cat=7
split_feature=8 7 17 1 2 7 3 2 2 5 2 3 2 6 0 2 3 0 2 2 2 11 3 3 7 2 2 1 2 2
split_gain=1.73632 1.48488 0.696425 0.956842 1.38313 0.713841 0.70098 0.604024 0.534459 0.588946 0.452643 0.339845 0.337367 0.324495 0.693177 0.397051 0.415512 0.495385 0.478599 0.299671 0.284851 0.51639 0.585398 0.350601 0.264334 0.261861 0.22728 0.218915 0.190474 0.157994
threshold=0 1 2 3.5000000000000004 46.500000000000007 3 2016.5000000000002 5.5000000000000009 7.5000000000000009 1.5000000000000002 20.500000000000004 2015.5000000000002 27.500000000000004 4 26.500000000000004 19.500000000000004 1980.5000000000002 27.750000000000004 20.500000000000004 80.500000000000014 455.00000000000006 5 1992.5000000000002 1989.5000000000002 6 59.500000000000007 9.5000000000000018 2.5000000000000004 6.5000000000000009 8.5000000000000018
decision_type=9 9 9 8 8 9 8 8 8 10 8 8 10 9 10 8 10 10 10 8 8 9 10 10 9 10 10 10 10 10
left_child=-1 -2 7 4 27 6 -5 -3 -9 11 -11 -10 -8 15 -15 24 18 -18 -17 -13 21 23 28 29 26 -19 -7 -4 -23 -16
right_child=1 2 3 5 -6 13 12 8 9 10 -12 19 -14 14 20 16 17 25 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.4760334893346211e-05 3.803081996399203e-05 -0.00032695705853535143 -2.0958683850695613e-05 0.00020339614501405166 -1.3751257530292912e-07 -1.859840663230537e-05 -0.00017387115966064126 0.00013242849952871565 -0.00026134473935085793 -5.6723465628137507e-05 -6.340098697397089e-05 5.0113594497312712e-06 -0.00065897105335720489 -0.00019369040903005481 3.3931384782437559e-05 -3.1820011900099528e-05 -6.155550872904228e-05 -4.7303983720739799e-05 1.1278383265443548e-07 -0.0004078556649380078 0.00019621398533206769 -0.00015629468249080239 -0.00039963601483117051 0.0022077613801092205 2.2715353525052269e-06 0.00071620328106834937 1.4393009162850292e-06 2.1423517637752218e-07 5.933931823968522e-06 -0.00027356138055851029
leaf_weight=453 349 27 25 38 37 46 68 27 42 35 34 200 25 43 53 60 25 36 424 84 60 27 49 98 281 28 54 68 81 52
leaf_count=453 349 27 25 38 37 46 68 27 42 35 34 200 25 43 53 60 25 36 424 84 60 27 49 98 281 28 54 68 81 52
internal_value=0.000367236 -5.46842e-05 -0.00045463 -7.57843e-05 -0.00335878 0.00020142 -0.00250704 -0.00183478 -0.00149409 -0.00186869 -0.0052 -0.00114985 -0.00455319 0.000467787 -0.000396624 0.000887047 0.000229965 -0.00226667 0.000692784 -0.000645614 9.5012e-05 -0.00033241 -0.00197619 0.000990654 0.00189529 -0.000369231 1.34245e-10 -0.000723404 -0.000440367 -0.000566038
internal_weight=2929 2476 2127 1678 130 1548 131 449 422 395 69 326 93 1417 463 954 573 89 484 284 420 360 157 203 381 64 100 93 108 105
internal_count=2929 2476 2127 1678 130 1548 131 449 422 395 69 326 93 1417 463 954 573 89 484 284 420 360 157 203 381 64 100 93 108 105
cat_boundaries=0 30 47 48 64 65 66 75
cat_threshold=0 0 0 134217728 2147483648 0 262144 0 1 32768 0 4 0 0 0 0 0 0 4096 8192 256 0 4194304 0 0 0 0 0 0 8192 268566529 1 1073741824 2105344 32 64 0 0 0 16 32 2097536 0 0 67108864 0 1073745920 42 0 128 536879104 0 0 134217728 0 536870912 0 32 0 0 0 0 0 32 202 4 0 0 0 4 0 0 131072 0 65536
is_linear=0
shrinkage=0.04


Tree=56
num_leaves=31
num_cat=8
split_feature=7 8 12 12 0 2 2 1 6 0 6 7 0 2 2 2 1 0 2 3 2 2 2 2 2 0 0 3 12 2
split_gain=1.9233 1.15002 0.91037 0.773044 0.703974 0.654031 0.555896 1.03935 0.553675 0.535801 0.672512 0.565323 0.615722 0.564616 0.449922 0.683394 0.671193 0.446489 0.443828 0.425586 0.433793 0.911577 0.472745 0.397514 0.364405 0.361764 0.299317 0.275399 0.237406 0.320777
threshold=0 1 2 3 9.5000000000000018 81.500000000000014 6.5000000000000009 5.5000000000000009 4 40.675000000000004 5 6 39.07500000000001 9.5000000000000018 43.500000000000007 57.500000000000007 5.5000000000000009 38.57500000000001 3.5000000000000004 2006.5000000000002 33.500000000000007 17.500000000000004 151.50000000000003 54.500000000000007 56.500000000000007 15.500000000000002 45.425000000000004 1997.5000000000002 7 26.500000000000004
decision_type=9 9 9 9 8 8 10 8 9 10 9 9 8 8 10 10 8 10 10 8 8 10 8 10 10 10 10 10 9 10
left_child=2 -2 -1 4 -3 8 7 -4 18 10 -5 -12 19 -11 16 -16 -10 -7 -6 -13 21 -21 -22 27 28 -8 -15 -14 -20 -30
right_child=1 3 6 9 5 17 25 -9 14 13 11 12 23 26 15 -17 -18 -19 24 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.6071956433637133e-05 7.4470305391176816e-06 -8.2002283087422723e-08 -0.00038583460954437357 0.00018090961911755663 -0.00019197284019141617 9.0245070800215816e-06 -3.6202159986607349e-07 0.0003928149401091617 -7.9459959044509046e-06 9.608105897856955e-05 1.3846542281278188e-07 -0.00023749002875675764 -9.807300582001766e-06 -0.0011371365951007421 -1.3204715765900042e-05 -1.6278741598654895e-07 1.3542422309924207e-05 -1.388675682175722e-05 -2.6684808537240521e-05 -8.1970778357919512e-07 2.5383550494950671e-06 -0.00030563241803111002 -0.00018293198334808129 3.0880329846861226e-05 -0.00055087507105077576 2.5931004117208686e-05 -2.4441512213150223e-05 2.2803654217370807e-05 -4.3386957483410253e-05 -0.00037349860085725636
leaf_weight=385 232 37 47 269 31 74 33 47 208 32 142 25 178 66 25 46 61 114 103 84 61 39 48 95 25 166 49 72 122 44
leaf_count=385 232 37 47 269 31 74 33 47 208 32 142 25 178 66 25 46 61 114 103 84 61 39 48 95 25 166 49 72 122 44
internal_value=0.000459304 -0.000101177 0.0023106 -0.000407569 -0.00128746 -0.00106323 0.00056579 -0.00193684 -0.00165165 0.000273271 0.00060355 -3.17879e-05 -0.000574225 -0.00197297 -0.00045584 -0.00327778 0.000281482 0.00101587 -0.00279762 -0.00206202 -0.00151073 -0.00312903 0.000327273 0.000520231 -0.00238644 0.00178 -0.00327586 -0.000318725 -0.00194074 -0.00280226
internal_weight=2960 2282 678 2050 890 853 293 94 665 1160 1013 744 602 147 340 71 269 188 325 257 232 123 109 345 294 199 115 250 269 166
internal_count=2960 2282 678 2050 890 853 293 94 665 1160 1013 744 602 147 340 71 269 188 325 257 232 123 109 345 294 199 115 250 269 166
cat_boundaries=0 17 44 46 48 49 50 58 59
cat_threshold=268435459 1 1644167168 2367492 65570 0 33554432 8192 65536 8192 32768 448 0 0 0 0 4112 1073741824 0 0 0 2147549184 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 128 524288 0 0 0 0 4 1255682 32 100640 32 404 194 0 16 67108864 0 0 0 0 131072 32800
is_linear=0
shrinkage=0.04


Tree=57
num_leaves=31
num_cat=10
split_feature=8 7 15 7 4 2 2 2 8 11 3 3 6 4 3 2 13 16 3 2 3 4 2 17 2 2 3 2 2 2
split_gain=1.73924 1.49149 1.04631 0.753565 0.673422 0.590726 0.968075 0.682095 0.47023 0.685922 0.355284 0.504469 0.306356 0.590454 0.292088 0.422989 0.249064 0.238103 0.284343 0.458351 0.220471 0.279942 0.208968 0.188197 0.526875 0.228172 0.176084 0.630225 0.208248 0.166176
threshold=0 1 2 3 950.00000000000011 6.5000000000000009 59.500000000000007 108.50000000000001 4 5 2017.5000000000002 2010.5000000000002 6 581475000.00000012 2024.5000000000002 11.500000000000002 7 8 2019.5000000000002 20.500000000000004 1995.5000000000002 62.500000000000007 25.500000000000004 9 5.5000000000000009 21.500000000000004 2008.5000000000002 19.500000000000004 71.500000000000014 64.500000000000014
decision_type=9 9 9 9 10 10 10 10 9 9 10 10 9 8 8 10 9 1 8 10 10 10 10 9 10 10 10 10 10 10
left_child=4 5 -3 -4 17 -2 -7 -8 26 14 11 12 16 -14 -10 -16 20 18 -1 -20 21 22 -11 24 -15 -26 28 -28 29 -5
right_child=1 2 3 8 -6 6 7 -9 9 10 -12 -13 13 23 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0010142241426740275 -0.00010741713075854282 -0.00017974549037759179 0.00055349760974082696 5.8209119660374353e-07 0.00014223773402470557 9.4302800228259851e-08 -2.8133024678268713e-05 -5.2796161564542846e-05 8.5147838288052238e-06 -2.6190825464502109e-05 0.0017189829547335023 -6.5422350390988005e-05 -0.0001182843918673515 -0.00013516201347761654 6.9952195383255267e-05 -0.00017269776974993274 0.0018334477148301918 -0.00022372898827471046 -0.00023736605818596609 2.2396086045851049e-06 6.8739930726761917e-05 6.8746823787970316e-05 1.3319621198845829e-05 4.7806305043843988e-05 9.3666540126801826e-05 -0.00015050685381495964 2.5942962955791535e-05 -2.6688076580142939e-05 1.9789213452190995e-06 -2.4388084118634393e-07
leaf_weight=28 42 126 269 565 28 181 51 48 33 158 72 71 63 36 28 45 116 49 74 31 89 48 79 272 56 55 26 27 99 30
leaf_count=28 42 126 269 565 28 181 51 48 33 158 72 71 63 36 28 45 116 49 74 31 89 48 79 272 56 55 26 27 99 30
internal_value=0.000338398 0.000615727 0.000965459 0.00116904 -0.00307692 -0.0018979 -0.00128114 -0.00444 0.000885296 0.000392857 0.000692718 0.000509579 0.000748202 1.62273e-05 -0.00252991 -0.00416216 0.00143713 -0.00410929 -0.00498507 -0.00396226 0.000872727 0.00034965 -0.000218487 0.000561905 -0.000582278 0.00075 0.00167282 -0.000518518 0.00186475 0.00157718
internal_weight=2895 2685 2363 2237 210 322 280 99 1968 1221 1115 1043 972 482 106 73 490 182 133 105 374 285 237 419 147 111 747 53 694 595
internal_count=2895 2685 2363 2237 210 322 280 99 1968 1221 1115 1043 972 482 106 73 490 182 133 105 374 285 237 419 147 111 747 53 694 595
cat_boundaries=0 30 46 47 64 93 95 96 97 98 99
cat_threshold=1073741824 2056 0 0 0 0 0 0 0 0 0 33687552 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 32768 0 0 0 4096 16384 128 0 2052 0 134217730 0 268435456 65536 0 0 0 0 0 0 32 135266304 1 1 0 0 2 0 0 8192 2048 32 32800 0 0 0 0 0 4112 268435456 0 0 0 2147483648 1 0 0 1 32768 0 4 2048 0 0 0 0 0 4096 0 384 0 16777216 0 0 0 0 0 524288 32 1024 278 6 2 26
is_linear=0
shrinkage=0.04


Tree=58
num_leaves=31
num_cat=14
split_feature=8 7 9 16 8 15 7 11 2 12 16 9 6 2 4 12 4 4 2 5 2 2 5 12 2 1 2 2 4 2
split_gain=2.02302 1.36209 1.27116 1.09029 1.06845 1.02456 0.838837 0.960767 1.26574 0.483155 0.884331 0.622708 0.615659 0.565147 0.41993 0.384196 0.449058 0.424378 0.378229 0.378141 0.317378 0.493758 0.285301 0.282732 0.381621 0.257666 0.259779 0.385216 0.24779 0.245053
threshold=0 1 2 3 4 5 6 7 84.500000000000014 8 9 10 11 6.5000000000000009 20282.500000000004 12 1300.0000000000002 199.50000000000003 83.500000000000014 1.5000000000000002 59.500000000000007 28.500000000000004 1.0000000180025095e-35 13 22.500000000000004 5.5000000000000009 20.500000000000004 13.500000000000002 10438345000.000002 40.500000000000007
decision_type=9 9 9 1 9 9 9 9 10 9 1 9 9 8 10 9 10 10 10 10 8 10 10 9 10 10 10 10 8 8
left_child=22 -2 3 18 -4 29 23 8 -8 10 13 -11 28 -9 15 -14 17 19 -3 20 21 25 -1 24 -7 26 27 -17 -13 -6
right_child=1 2 4 -5 5 6 7 9 -10 11 -12 12 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011717607136718488 1.9619060514977669e-05 -4.0735258742429872e-06 6.0229537688026016e-06 -4.6739209939518102e-05 -6.8851153392130493e-06 5.0713705577010164e-06 -3.4121625614066093e-05 -0.00038475023999137242 5.2505959132747293e-06 0.0030114105014266744 -0.00012617008309637057 -5.1956396910605025e-05 2.4046232488391989e-05 2.7541100376898795e-05 9.9329434720566277e-05 -3.7514209310848934e-05 -8.5694374493327011e-05 0.0004746494108758931 -0.00019746029966698773 -4.8111565816652511e-05 9.3422446946950734e-06 -0.00032150144422299235 -0.00014746773619946478 7.5123599784868978e-07 -5.4384460042328025e-07 0.00010482492778655628 6.8800073528609761e-05 -0.0001469156208826227 3.3793094982318953e-05 -2.1941265971376436e-05
leaf_weight=177 324 93 350 31 80 43 105 57 39 137 36 29 100 169 33 118 27 27 29 40 78 42 37 295 61 31 26 38 229 73
leaf_count=177 324 93 350 31 80 43 105 57 39 137 36 29 100 169 33 118 27 27 29 40 78 42 37 295 61 31 26 38 229 73
internal_value=0.000343824 0.000639767 0.000306551 -0.00309756 0.000550572 0.000172557 0.000451722 -2.62389e-05 -0.00299355 0.000348534 -0.00114286 0.000766046 0.000328106 -0.000246696 -0.000420315 -0.000704545 -0.00121461 -0.000897755 -0.00156098 -0.00125134 -0.000802395 -0.00148437 -0.00330667 0.00203902 0.000139131 -0.000691589 -0.00126776 -0.00188535 0.00190335 -0.00285366
internal_weight=2954 2740 2416 153 2263 1913 1760 1361 144 1217 262 955 818 226 560 527 427 400 122 373 333 255 214 399 104 213 182 156 258 153
internal_count=2954 2740 2416 153 2263 1913 1760 1361 144 1217 262 955 818 226 560 527 427 400 122 373 333 255 214 399 104 213 182 156 258 153
cat_boundaries=0 30 48 50 51 72 73 90 91 93 94 96 97 98 100
cat_threshold=1073741824 0 4 0 1073750016 0 0 2147483648 0 0 0 33685504 64 0 0 0 0 0 33554432 2 2147483648 0 0 0 0 0 64 0 128 4096 268435456 1 1140850688 2107392 32 0 0 8192 0 16 32 0 16 0 67108864 0 1073741840 33024 257 8192 2 268435456 4 0 134217728 2147549184 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 384 136314880 1 144 0 0 0 0 131072 268566528 0 0 0 0 0 0 0 0 4096 67108896 33824 2 2 0 176 26 196608 50176 32
is_linear=0
shrinkage=0.04


Tree=59
num_leaves=31
num_cat=18
split_feature=7 8 4 7 9 16 12 17 6 16 17 1 6 12 1 5 5 5 1 16 15 12 1 12 5 4 12 4 4 12
split_gain=1.94274 1.32143 1.31655 1.16016 0.889653 1.69864 0.688751 0.988383 0.41801 0.384121 0.335462 0.281995 0.288837 0.704122 0.273579 0.267311 0.221377 0.212761 0.250836 0.211516 0.238433 0.34969 0.190582 0.187996 0.134661 0.198676 0.130589 0.123404 0.0876336 0.0663377
threshold=0 1 6670500000.000001 2 3 4 5 6 7 8 9 2.5000000000000004 10 11 5.5000000000000009 3.5000000000000004 4.5000000000000009 5.5000000000000009 4.5000000000000009 12 13 14 5.5000000000000009 15 1.5000000000000002 676.50000000000011 16 208770000.00000003 16472860000.000002 17
decision_type=9 9 8 9 9 1 9 9 9 1 9 10 9 9 10 8 8 8 10 1 9 9 8 9 8 10 9 10 8 9
left_child=2 4 -1 28 5 -2 7 15 26 22 16 -12 13 -13 24 -5 -8 -4 -19 -6 -21 -22 -10 -14 -15 -26 -9 -18 -3 -23
right_child=1 3 17 6 19 -7 10 8 9 -11 11 12 23 14 -16 -17 27 18 -20 20 21 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00057657840489339313 4.5852139225542364e-05 0.00066608227698018133 1.0452987335490713e-05 -6.7736348220725329e-05 3.5340471531366542e-05 -4.1338441287093912e-05 -0.00011591027395108935 5.5170173777124765e-05 -7.1365775102562719e-05 1.9758742189166763e-05 0.00080593031902490508 -0.00032528339683313547 3.2607343381380982e-05 -8.7035222528304847e-05 0.00011389292816590263 -0.00031167208456876544 1.0624010556268179e-05 8.278824925574241e-05 -9.150701225506639e-05 8.0786961746071025e-07 -1.8526893400116177e-07 6.9612252048752585e-07 2.1381777602011184e-05 4.3062716022826954e-06 2.0049305644664052e-05 0.00010911690264102435 -1.4349792476383929e-06 -4.986662197435307e-05 5.6001799419588586e-05 1.4668539340929804e-06
leaf_weight=45 86 64 31 62 234 45 53 121 130 37 60 106 112 32 57 84 71 29 152 211 112 108 31 147 218 25 121 31 177 117
leaf_count=45 86 64 31 62 234 45 53 121 130 37 60 106 112 32 57 84 71 29 152 211 112 108 31 147 218 25 121 31 177 117
internal_value=0.00036976 0.000693954 -0.0028806 4.34287e-05 0.00191775 -0.00109859 -0.000376408 -0.00143384 -0.000443459 -0.00176077 0.000312026 0.000661458 0.000441261 -0.000195991 0.000723032 -0.00417834 -0.0013253 -0.00165258 -0.00217582 0.00243127 0.0020255 0.00122989 -0.00269136 0.00146667 0.000217391 0.000540984 0.000664032 -0.000310679 0.00255556 0.00211864
internal_weight=2909 2652 257 1739 913 131 1498 586 440 198 912 757 697 438 332 146 155 212 181 782 548 337 161 259 275 243 242 102 241 225
internal_count=2909 2652 257 1739 913 131 1498 586 440 198 912 757 697 438 332 146 155 212 181 782 548 337 161 259 275 243 242 102 241 225
cat_boundaries=0 18 48 65 67 68 70 71 72 73 74 75 76 77 78 79 80 82 83
cat_threshold=16384 0 0 524288 0 8258 0 805306368 33554432 134217760 8192 0 128 0 0 32 128 128 268435456 0 0 134217728 2147483648 1 0 0 1 32768 0 4 8192 1048576 0 4096 0 0 0 8192 128 0 20971520 0 0 268435456 0 0 524288 8192 268435459 1 1073741824 2097152 32 0 0 8192 65536 0 0 0 16 0 67108864 0 16 1 12292 2 59456 32 24 202 2 35 404 16778528 2 2149580800 16821280 16843040 2112 32 68239424
is_linear=0
shrinkage=0.04


Tree=60
num_leaves=31
num_cat=10
split_feature=8 7 7 2 11 8 1 6 0 3 1 2 2 2 15 2 6 0 4 3 2 3 8 17 4 5 0 1 1 2
split_gain=1.67974 1.49328 1.19409 0.63088 0.584489 0.902484 0.658635 0.507939 0.993329 0.732819 0.718062 0.46878 0.667961 0.466975 0.454999 0.625885 0.561814 0.377779 0.34738 0.341343 0.317543 0.3138 0.312777 0.290719 0.328599 0.270817 0.26569 0.252612 0.237064 0.232962
threshold=0 1 2 20.500000000000004 3 4 1.5000000000000002 5 39.07500000000001 1994.5000000000002 5.5000000000000009 12.500000000000002 18.500000000000004 44.500000000000007 6 14.500000000000002 7 32.500000000000007 1950.0000000000002 2017.5000000000002 64.500000000000014 2004.5000000000002 8 9 10347970000.000002 1.0000000180025095e-35 33.175000000000004 4.5000000000000009 5.5000000000000009 39.500000000000007
decision_type=9 9 9 10 9 9 10 9 10 10 8 10 10 10 9 10 9 10 8 10 10 10 9 9 8 10 10 10 8 10
left_child=19 23 3 -3 7 27 -7 18 -9 10 11 25 -13 -5 16 -16 21 -17 -4 29 -19 -8 26 24 -2 -10 -20 -6 -26 -1
right_child=1 2 4 13 5 6 14 8 9 -11 -12 12 -14 -15 15 17 -18 20 22 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=1.1509901634663703e-06 9.5049203960327798e-05 -0.00039239546964563811 -1.2871373347695312e-05 1.9378239658592267e-05 -0.00048020772893345008 0.0031426801706527824 -1.7907935320851297e-06 -0.0004506150047907498 3.2527632621105771e-05 0.00010424868639499227 0.00049930193360709014 -0.00021225455396802894 -9.7137237047150235e-05 -3.9563533745160232e-05 6.7675918499947612e-06 -0.00016629924772513049 6.11104623607176e-05 -0.00080833200688542456 -4.8172302672802897e-05 -1.3943999852462691e-05 -9.9334966726447491e-05 -0.00023058484612828383 4.6891561018905853e-05 0.00071075240524492392 1.7729073716651357e-05 -6.5718506546073611e-05 2.9546363337485044e-06 -0.0001263830211592798 -0.00031683521456356728 3.5178293403359978e-07
leaf_weight=566 30 44 47 30 38 89 85 26 95 165 72 26 106 28 86 36 112 32 25 44 31 29 314 229 40 31 76 71 31 327
leaf_count=566 30 44 47 30 38 89 85 26 95 165 72 26 106 28 86 36 112 32 25 44 31 29 314 229 40 31 76 71 31 327
internal_value=0.000582039 -7.07615e-05 -0.000553666 -0.00453097 -0.000269495 -0.00123226 -0.000469667 0.000334004 -0.000518797 -0.000120968 -0.00120846 -0.00219305 -0.00384962 -0.00216949 -0.00115534 -0.00255102 0.000101266 -0.00484 0.00128541 0.00197046 -0.0066875 -0.001792 0.00168269 0.00234604 0.000392857 -0.000440945 -0.000321428 -0.00436667 -0.00105556 0.00216107
internal_weight=2961 2024 1694 102 1592 609 500 983 521 495 330 258 132 58 411 185 226 99 462 937 63 114 415 330 101 126 101 109 71 893
internal_count=2961 2024 1694 102 1592 609 500 983 521 495 330 258 132 58 411 185 226 99 462 937 63 114 415 330 101 126 101 109 71 893
cat_boundaries=0 30 47 65 68 94 95 96 97 120 121
cat_threshold=1342177296 0 0 134217728 2147483648 0 0 0 1 32768 0 133124 0 1048576 0 0 0 0 4096 10240 128 524288 16777216 8 0 0 4 0 0 8192 268435458 33 1074790400 262144 32 0 0 8192 33554432 0 32 128 16 0 67108864 0 1073741840 16384 0 0 526336 0 64 0 131072 0 0 0 0 0 0 0 32 0 128 49156 2147491840 524288 0 0 0 0 0 0 262144 2147483648 0 0 0 0 0 512 0 4096 0 0 33554432 0 0 0 0 0 0 16384 266 67108864 284 0 8 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 256 0 4194304 10
is_linear=0
shrinkage=0.04


Tree=61
num_leaves=31
num_cat=16
split_feature=8 7 9 16 8 3 14 3 12 3 4 9 1 9 13 8 12 9 3 4 4 4 15 3 3 4 1 7 16 4
split_gain=1.98714 2.06545 1.00785 1.70589 0.80697 1.09392 0.942818 0.711992 0.678402 0.888098 0.609603 0.629197 0.425462 0.355511 0.441116 0.328584 0.535213 0.30256 0.241102 0.182185 0.163197 0.136549 0.127853 0.111245 0.126694 0.107399 0.171456 0.104358 0.179592 0.0902452
threshold=0 1 2 3 4 2012.5000000000002 5 1984.5000000000002 6 2017.5000000000002 20282.500000000004 7 3.5000000000000004 8 9 10 11 12 2017.5000000000002 101.00000000000001 4600.0000000000009 54014.000000000007 13 1998.5000000000002 1994.5000000000002 86.000000000000014 2.5000000000000004 14 15 425.00000000000006
decision_type=9 9 9 1 9 8 9 10 9 8 10 9 10 9 9 9 9 9 10 10 8 8 9 10 10 10 10 9 1 10
left_child=2 27 3 -1 7 17 -7 25 9 -8 11 -10 -11 14 29 16 -4 23 19 -13 -15 -16 -18 24 -6 26 -3 -2 -29 -14
right_child=1 4 15 -5 5 6 8 -9 10 12 -12 18 13 20 21 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.738059179002198e-05 3.5625884054832078e-05 -0.00060115915764523756 -2.0378730685576487e-08 -3.8231946938416609e-05 1.2672082566010552e-05 0.00012311314253455282 -0.00017961681038000812 -0.001112332168009274 -2.5000919508909055e-07 0.0016893682217907085 -0.0010304654882488154 -0.00013814802025713391 -2.2463283048742466e-06 0.00069953410720356062 -7.0130638166551973e-05 9.643774832479286e-06 6.4905499183161446e-07 0.0021947716094901969 -8.3113575404154447e-05 6.6937344181281123e-07 2.7692068264692322e-05 -9.2496095395502265e-05 7.6369736164684068e-07 8.2120776048300105e-05 -9.4568659093786445e-05 -0.00032565137972278521 7.9543055371975242e-05 0.00043884580146091423 4.2963166172039801e-05 1.4396166291010505e-05
leaf_weight=78 105 25 111 28 28 102 33 25 201 56 25 194 175 29 25 327 249 113 29 25 129 142 192 93 30 28 34 205 37 26
leaf_count=78 105 25 111 28 28 102 33 25 201 56 25 194 175 29 25 327 249 113 29 25 129 142 192 93 30 28 34 205 37 26
internal_value=0.00066069 -9.55843e-05 0.00210843 -0.00150427 -0.000717364 -0.000450204 -0.000969798 -0.0038374 -0.00131273 -0.000415335 -0.00244124 -0.00214222 -5.48884e-05 -0.000409867 -0.00107652 0.0025573 0.00186146 0.0018717 -0.00342857 -0.00401818 0.00113609 -0.00253933 0.00248673 0.000518519 -0.000813559 -0.00240909 -0.0014 0.00264804 0.00319368 0.000207547
internal_weight=2899 1914 985 106 1567 1455 1191 112 1089 615 474 449 582 526 368 879 552 264 248 219 158 167 441 151 58 87 59 347 242 201
internal_count=2899 1914 985 106 1567 1455 1191 112 1089 615 474 449 582 526 368 879 552 264 248 219 158 167 441 151 58 87 59 347 242 201
cat_boundaries=0 30 48 50 51 72 73 75 77 79 80 103 104 106 107 119 120
cat_threshold=1342177280 0 0 134217728 2147483648 0 0 0 1 0 0 131076 10240 0 0 0 0 0 4096 10240 128 524288 20971520 0 0 268435456 4 0 0 8192 268435457 17 33562624 10240 32 0 0 8192 33619968 0 32 448 0 0 67108864 0 16 256 257 4096 2 0 2048 0 0 0 0 0 2147483648 0 0 0 0 64 0 0 4096 0 0 33554432 0 2147483648 145 68225346 2 0 2048 256 6148 2 268435456 0 0 0 0 0 0 0 0 0 0 131072 8192 0 0 0 0 0 4096 0 0 0 16777216 67109986 0 2064 67108864 0 16 8192 2048 32 0 0 0 65536 0 0 256 2
is_linear=0
shrinkage=0.04


Tree=62
num_leaves=31
num_cat=17
split_feature=7 8 9 12 7 14 16 17 9 4 7 6 17 3 6 4 1 3 12 7 12 1 3 4 1 16 3 4 1 3
split_gain=1.53806 1.61383 2.23947 0.951092 0.789853 0.742658 0.684944 0.572803 0.710234 0.645755 0.454258 0.469555 0.59613 0.441565 0.395528 0.38264 0.297542 0.289432 0.229862 0.213551 0.21083 0.23807 0.205923 0.180253 0.169115 0.147133 0.194405 0.143018 0.380262 0.140717
threshold=0 1 2 3 4 5 6 7 8 481.00000000000006 9 10 11 2007.5000000000002 12 293.00000000000006 5.5000000000000009 2024.5000000000002 13 14 15 5.5000000000000009 1999.5000000000002 4.0000000000000009 5.5000000000000009 16 2013.5000000000002 16829230000.000002 1.5000000000000002 2005.5000000000002
decision_type=9 9 9 9 9 9 1 9 9 10 9 9 9 10 9 10 8 8 9 9 9 8 10 10 8 1 8 8 10 10
left_child=19 2 6 4 -3 10 -2 9 13 -6 -5 12 23 14 24 22 -16 29 -4 20 -1 25 -14 -12 -9 26 -22 -7 -29 -13
right_child=1 3 18 5 7 27 -8 8 -10 -11 11 17 15 -15 16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.0991894265831751e-06 -2.7719191779992078e-05 0.00050904671823682242 1.0626648907020547e-06 -0.00015640270966005583 -5.9063203883107026e-05 -0.0001635368889417104 -4.1104098172038686e-05 4.4293882584443325e-05 0.0020365917459723186 -0.00043565850374971599 -7.318449397809181e-07 4.6306632574437256e-05 -1.9737558268307092e-05 0.00018198855552366169 -0.00010816754289851389 -9.4284606967325637e-05 1.8829409961930592e-05 -2.2128501292024937e-06 7.1709851645045392e-07 1.0400457994975692e-05 0.0048130855797044719 1.3405834087851075e-05 -5.8355801823071995e-05 7.6800312394790452e-05 -0.0002984650100112564 -1.8035579334790452e-06 3.5331932463425746e-06 -4.7406584309154738e-05 -0.00042956294385850305 0.0012953665814765967
leaf_weight=100 58 106 405 117 73 38 42 91 137 34 90 36 97 68 132 27 43 170 308 263 25 49 46 37 25 56 99 62 81 51
leaf_count=100 58 106 405 117 73 38 42 91 137 34 90 36 97 68 132 27 43 170 308 263 25 49 46 37 25 56 99 62 81 51
internal_value=0.000399056 -6.03772e-05 0.00137379 -0.000811705 0.000272222 -0.00170568 -0.00396396 -0.000306189 0.000284024 -0.00281356 -0.00104985 -0.000538053 -0.0015974 -0.000659459 -0.00135616 -0.00309392 -0.00247312 0.000701493 0.00217127 0.00220232 0.0014 0.00065 -0.00241667 0.000492754 0.000503937 1.48188e-10 0.000768 -0.0039375 -0.00352778 0.00259091
internal_weight=2966 2374 813 1561 709 852 100 603 496 107 671 554 297 359 291 170 175 257 713 592 329 229 143 127 116 180 124 181 143 87
internal_count=2966 2374 813 1561 709 852 100 603 496 107 671 554 297 359 291 170 175 257 713 592 329 229 143 127 116 180 124 181 143 87
cat_boundaries=0 17 46 48 50 67 68 69 70 72 81 82 83 84 85 102 104 105
cat_threshold=268566530 17 1073741824 272388 2 64 0 8192 65536 8224 32 128 268435456 0 67108864 0 1073741824 1073741824 0 4 134217728 2147483648 1 0 0 1 32768 0 2052 10240 0 0 0 0 0 4096 10240 128 0 20971520 8 0 0 64 0 524288 257 36 85075970 2 0 0 0 0 32 0 0 536870912 2048 0 0 0 0 268435456 0 0 16 8321 2 7 0 22532 0 0 0 524288 0 0 131072 536870912 2048 400 13 274 84132098 131074 0 0 0 2 64 0 0 65536 8224 32 0 0 0 0 0 1073741824 67125312 32 2
is_linear=0
shrinkage=0.04


Tree=63
num_leaves=31
num_cat=8
split_feature=8 9 0 9 4 11 3 9 8 11 0 2 0 4 2 6 2 2 1 2 2 4 2 2 2 2 3 2 0 2
split_gain=1.76458 1.33575 1.84375 0.993043 0.654708 0.568017 0.852263 0.561486 0.747457 0.671319 0.55157 0.731922 0.538619 0.488544 0.440973 0.412846 0.401111 0.483725 0.330259 0.326892 0.329382 0.327097 0.319418 0.303277 0.298731 0.293728 0.289544 0.258175 0.256633 0.25393
threshold=0 1 38.57500000000001 2 950.00000000000011 3 1992.5000000000002 4 5 6 40.250000000000007 21.500000000000004 45.425000000000004 5595120000.000001 187.50000000000003 7 15.500000000000002 90.500000000000014 5.5000000000000009 81.500000000000014 27.500000000000004 2331015000.0000005 16.500000000000004 69.500000000000014 37.500000000000007 620.00000000000011 1998.5000000000002 58.500000000000007 16.750000000000004 5.5000000000000009
decision_type=9 9 10 9 10 9 10 9 9 9 8 8 10 10 10 9 8 8 8 10 10 8 10 10 10 8 10 10 10 8
left_child=3 2 -2 5 16 22 -7 -3 28 -10 14 18 13 25 15 23 -5 -18 -12 20 21 -17 -1 -11 -22 -13 -4 -26 -9 -23
right_child=1 7 26 4 -6 6 -8 8 9 10 11 12 -14 -15 -16 19 17 -19 -20 -21 24 29 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=1.8452390470085322e-06 -5.866012359004385e-05 0.0043334397238943148 -0.00021757326056489083 -0.0002516795913087146 2.5709326063985485e-05 3.2006920496832611e-05 -0.00058005071843759113 4.768900191124676e-07 3.739718083578416e-05 4.8756245451554561e-05 -5.8859283235381661e-05 -0.0001307258360744612 2.3144930131021053e-05 8.9992403156398051e-05 0.00032346749532046945 -0.00010873428086195649 -0.00043680068330211356 -0.00028043722544058338 4.2614734716532346e-05 0.00013584918375937838 -0.00037647136150607287 -6.9315498813917522e-05 3.4902796123564925e-05 -3.3258621438245764e-05 1.3599673341086669e-05 -0.00066253098426291026 0.0035375403674600533 -0.00016105317230356245 1.8051863153108758e-06 1.1656400071900411e-05
leaf_weight=55 43 222 45 41 30 73 39 408 263 329 67 39 43 27 92 42 25 26 37 38 31 59 55 30 38 35 27 35 445 206
leaf_count=55 43 222 45 41 30 73 39 408 263 329 67 39 43 27 92 42 25 26 37 38 31 59 55 30 38 35 27 35 445 206
internal_value=0.000672098 0.00102757 -0.00301587 -0.0019831 -0.00475188 -0.000309013 -0.00221138 0.00122707 0.00102681 0.000452883 2.76102e-05 -0.00163855 -0.00347586 -0.00505882 0.000488346 0.000187886 -0.0067957 -0.00915385 0.000914286 -0.000617391 -0.000961165 -0.000298701 0.00165289 0.00117838 -0.00289524 -0.00672 0.000657534 -0.00145946 0.00195833 0.000225564
internal_weight=2945 2601 115 344 122 222 112 2486 2264 1411 1148 248 144 101 900 808 92 51 104 449 411 307 110 359 104 74 72 73 853 265
internal_count=2945 2601 115 344 122 222 112 2486 2264 1411 1148 248 144 101 900 808 92 51 104 449 411 307 110 359 104 74 72 73 853 265
cat_boundaries=0 27 29 31 32 34 60 63 64
cat_threshold=0 2060 4 0 1073741824 0 262144 0 0 0 0 131072 64 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 1 16 0 6144 16388 1073873024 160 1073741824 0 0 134217728 2147483648 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 384 0 20971520 0 0 49152 32768 66560 524288 70
is_linear=0
shrinkage=0.04


Tree=64
num_leaves=31
num_cat=12
split_feature=11 7 12 2 2 8 10 14 2 9 4 12 2 2 3 4 2 3 7 6 2 9 2 2 2 2 2 12 2 2
split_gain=1.61751 1.75379 0.847667 0.781961 1.64909 0.684384 0.696202 0.654541 0.738237 0.6472 0.592312 0.497549 0.487062 0.768793 0.792138 0.510585 0.469764 0.454347 0.429046 0.829672 0.657352 0.428327 0.386691 0.384475 0.381331 0.292246 0.273193 0.271172 0.264306 0.225745
threshold=0 1 2 17.500000000000004 33.500000000000007 3 4 5 19.500000000000004 6 293.00000000000006 7 37.500000000000007 28.500000000000004 2024.5000000000002 3890.0000000000005 147.50000000000003 1997.5000000000002 8 9 10.500000000000002 10 5.5000000000000009 49.500000000000007 18.500000000000004 4.5000000000000009 100.50000000000001 11 29.500000000000004 291.50000000000006
decision_type=9 9 9 8 10 9 9 9 10 9 10 9 8 10 8 8 10 8 9 9 8 9 10 10 8 10 8 9 10 10
left_child=3 9 10 -1 -5 -4 -7 12 -9 26 16 -11 13 14 -8 -16 -3 -14 19 27 -21 22 -17 -10 -22 -23 -2 -13 -26 -19
right_child=1 2 5 4 -6 6 7 8 23 11 -12 18 17 -15 15 21 -18 29 -20 20 24 25 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=1.4706232864826208e-05 -3.7742296690779521e-05 1.7088595974048388e-05 5.153478817748454e-05 -0.00045964649329072182 -0.00028411098090098838 0.00033553541327684567 0.0002242321967012734 -0.00031521355670045999 -0.0010673917541432216 1.0897560612034688e-06 -0.0001738742127443215 9.2895280177562565e-07 -0.00012841992362023108 -0.00031458230896604474 8.8245129426542271e-05 -8.4115001072364599e-05 -0.00014932488049676336 1.4865086890038502e-05 1.2184755834820014e-05 -9.9803929020746677e-05 0.00014473547132956232 -0.00010989592838894849 -2.6873644695233876e-06 -1.0257330208780602e-05 -0.00035143386154937867 -0.00040294173542522113 0.00012202106087578345 4.3707249001955335e-07 2.9428903656370879e-05 -7.0691462983762336e-05
leaf_weight=36 101 312 103 28 52 105 166 101 29 309 47 266 30 35 49 59 29 170 291 28 25 34 125 25 46 85 28 168 46 26
leaf_count=36 101 312 103 28 52 105 166 101 29 309 47 266 30 35 49 59 29 170 291 28 25 34 125 25 46 85 28 168 46 26
internal_value=0.000519797 0.000713233 -0.000207657 -0.00390551 -0.00641975 -0.000756288 -0.00107048 -0.00142222 -0.00373494 0.00178317 0.00138346 0.00208067 -0.000916456 -0.00156679 -0.00117148 -0.00224363 0.002 0.000634361 0.0015437 0.000874576 -0.00166667 -0.00285526 -0.00135385 -0.00770909 -0.000440678 -0.00464615 -0.000885714 0.00174382 -0.00163441 0.0013401
internal_weight=2954 2838 1530 116 80 1142 1039 934 155 1308 388 1179 779 553 518 352 341 226 870 579 145 303 184 54 117 119 129 434 92 196
internal_count=2954 2838 1530 116 80 1142 1039 934 155 1308 388 1179 779 553 518 352 341 226 870 579 145 303 184 54 117 119 129 434 92 196
cat_boundaries=0 3 20 22 34 35 36 38 39 56 57 59 61
cat_threshold=2 2147484160 2049 268451841 177 1073741824 2107396 32 64 131072 272769024 67584 268435488 32 384 0 0 67108864 0 4112 85083136 32 16 0 0 0 2147483648 0 0 0 0 32768 0 4 33 8321 1 20 67182848 0 0 0 2048 32 0 131072 268566528 65536 32 32 128 0 0 0 0 4096 280 0 6160 182274 32
is_linear=0
shrinkage=0.04


Tree=65
num_leaves=31
num_cat=16
split_feature=7 0 11 0 12 17 0 6 1 6 3 7 7 12 0 0 9 1 0 18 12 3 12 1 15 0 3 6 12 3
split_gain=1.91346 0.98214 0.752369 1.35688 0.719338 0.660949 0.655176 0.558914 0.546642 0.526378 0.684082 0.512831 0.363965 0.805799 0.360019 0.352746 0.335693 0.286368 0.266723 0.266661 0.25749 0.248014 0.247762 0.230268 0.211953 0.175026 0.14694 0.118818 0.228657 0.148385
threshold=0 40.250000000000007 1 36.900000000000006 2 3 35.250000000000007 4 5.5000000000000009 5 2015.5000000000002 6 7 8 22.750000000000004 45.425000000000004 9 5.5000000000000009 39.07500000000001 10 11 2021.5000000000002 12 3.5000000000000004 13 48.175000000000004 2010.5000000000002 14 15 2003.5000000000002
decision_type=9 8 9 10 9 9 10 9 10 9 8 9 9 9 8 10 9 8 10 9 9 8 9 10 9 8 10 9 9 10
left_child=12 2 3 4 8 6 23 -8 -2 25 -11 18 13 14 -1 19 22 21 -7 -12 26 -9 -13 -4 -6 -3 -18 -22 29 -29
right_child=1 9 5 -5 24 11 7 17 -10 10 15 16 -14 -15 -16 -17 20 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.3910363473940039e-06 -4.5414008515187413e-07 6.0822633050871938e-05 0.0016991871099518102 -0.00056587265895652165 -1.8565347158256902e-08 5.4102298753069795e-07 0.0025756547847779567 1.5897708320118689e-06 7.4520463074408365e-07 -9.6171421511031236e-05 -9.4267308953273471e-05 -4.0930835463592401e-05 0.00016232566839775587 2.8164237259685549e-06 7.1424732743763982e-07 1.7544091339191866e-05 5.2021282634286972e-06 0.00060629316249160594 -7.1010660886976587e-05 -0.00086796224395472275 5.586824142965627e-05 -5.6626564557441963e-05 1.6306101540663941e-05 -6.2999195060580451e-05 4.9104908350937893e-07 -4.4542674247501711e-05 -4.3182608627855228e-05 2.755228211796565e-05 0.0012248028579693604 -4.3139573298531506e-05
leaf_weight=38 73 63 25 34 146 52 111 39 29 28 129 111 202 426 96 75 84 28 63 66 272 118 161 50 121 37 25 79 110 44
leaf_count=38 73 63 25 34 146 52 111 39 29 28 129 111 202 426 96 75 84 28 63 66 272 118 161 50 121 37 25 79 110 44
internal_value=0.000579019 -3.11354e-05 0.000371622 -0.00113043 -0.000443243 0.000815618 -0.000617801 0.000215488 -0.00311504 -0.00182456 -0.00261489 0.00134783 0.00228719 0.00168126 -0.000993103 -0.00206642 0.0016767 -0.00112245 -0.00111111 -0.00295918 0.0022016 -0.0018481 0.000452297 -0.00394737 0.000676259 0.000720721 0.0003 0.0025969 0.00168852 0.00038806
internal_weight=2935 2173 1775 403 369 1372 371 296 102 398 298 1001 762 560 134 270 886 185 115 195 614 157 272 75 267 100 109 505 233 123
internal_count=2935 2173 1775 403 369 1372 371 296 102 398 298 1001 762 560 134 270 886 185 115 195 614 157 272 75 267 100 109 505 233 123
cat_boundaries=0 18 20 21 22 23 24 34 51 52 54 55 57 58 59 60 62
cat_threshold=268435457 49 1074012160 2361856 0 64 131072 4194304 65536 48 32800 256 0 0 67108864 0 16 512 32 1049088 84934976 56 28 264 0 0 1048576 0 0 0 0 537001984 0 8192 1 0 1073741824 2097152 0 64 131072 0 65536 32 0 256 0 0 0 0 16 164866 0 28676 4 16672 2 32834 67108864 330 65538 32
is_linear=0
shrinkage=0.04


Tree=66
num_leaves=31
num_cat=6
split_feature=8 7 7 9 2 2 2 2 8 3 1 6 4 2 2 0 4 3 2 5 0 3 2 4 3 2 4 0 0 2
split_gain=1.77011 1.3194 0.815962 0.80017 0.550185 0.915417 0.54688 0.524943 0.436456 0.377131 0.401916 0.356911 0.599125 0.340676 0.64374 0.608209 0.306297 0.447782 0.301357 0.292755 0.250867 0.239848 0.235228 0.209915 0.209557 0.418574 0.204137 0.334736 0.389991 0.20359
threshold=0 1 2 3 34.500000000000007 13.500000000000002 12.500000000000002 122.50000000000001 4 2014.5000000000002 5.5000000000000009 5 293.00000000000006 65.500000000000014 46.500000000000007 16.750000000000004 1950.0000000000002 2000.5000000000002 1.0000000180025095e-35 3.5000000000000004 29.500000000000004 2016.5000000000002 4.5000000000000009 561120000.00000012 2010.5000000000002 14.500000000000002 141.00000000000003 44.07500000000001 35.600000000000009 104.50000000000001
decision_type=9 9 9 9 8 10 8 10 9 8 10 9 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 8
left_child=21 6 18 8 5 9 22 26 -4 -5 -11 -10 13 14 24 -16 17 19 -3 -7 -6 23 -2 -1 -13 -26 27 28 -8 -22
right_child=1 2 3 4 20 16 7 -9 11 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.6062536342268467e-06 -0.00010732066351875805 -3.1793641114333495e-05 -0.00016579694036221885 0.0023714405221880743 -8.7721007728178987e-05 -0.00011845850049336212 -8.6856970848883547e-07 -0.0002155839316654106 9.1760551445323286e-05 -5.143128579910973e-05 1.9537421445975957e-05 5.3594703837240829e-07 -0.00051199541111011601 1.6394758297685981e-06 -3.5431974229841784e-07 1.7230341991015296e-07 -8.6315475868141095e-06 7.5916513843918014e-05 3.7370363659034183e-06 -0.00025861829730736325 -3.9445301698046373e-05 -3.7630379754141326e-06 -0.00014512086779748984 0.00047738374182416384 0.00024313801433638638 -0.00015814272242477636 0.0001297279027709293 -0.00087376750085541195 1.5075335020787451e-05 7.2359013528073087e-05
leaf_weight=532 33 41 104 28 44 41 51 26 219 180 36 415 25 124 37 28 27 32 270 58 102 33 66 38 34 26 40 31 79 110
leaf_count=532 33 41 104 28 44 41 51 26 219 180 36 415 25 124 37 28 27 32 270 58 102 33 66 38 34 26 40 31 79 110
internal_value=0.000522157 1.20795e-05 0.000403615 4.75909e-05 -0.0010284 -0.00196526 -0.00230267 -0.0012807 0.000750733 -0.00042449 -0.000995392 0.00103591 0.000565714 0.000806015 0.000369686 -0.00333333 -0.00432704 -0.00512121 0.00224845 -0.00644 0.000404669 0.00242997 -0.00484 0.002662 0.000882353 -0.00131148 -0.000574257 -0.00120988 -0.000305343 0.000976526
internal_weight=2910 2307 1981 1670 658 402 326 227 1012 244 216 908 689 664 540 65 158 131 311 99 256 603 99 570 475 60 201 161 130 212
internal_count=2910 2307 1981 1670 658 402 326 227 1012 244 216 908 689 664 540 65 158 131 311 99 256 603 99 570 475 60 201 161 130 212
cat_boundaries=0 30 47 64 66 93 94
cat_threshold=16 0 0 134217728 2147483648 1 0 0 1 0 0 4 0 1048576 0 4096 0 0 4096 8192 384 0 4194304 8 0 16384 4 0 0 8192 131072 0 536870912 524292 2 134217730 0 536870912 33554432 0 0 256 128 268435456 0 32 1073746048 268435457 1 1073741824 2048 32 64 0 8192 65536 32 0 0 16 0 0 0 16 1073741824 2208 0 12 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 33554432 0 0 0 0 0 0 0 64 322
is_linear=0
shrinkage=0.04


Tree=67
num_leaves=31
num_cat=12
split_feature=8 8 9 2 12 14 9 2 2 15 9 8 2 4 4 17 3 9 2 2 2 2 12 1 3 2 3 2 2 2
split_gain=1.33086 1.02835 1.11704 0.8457 0.805978 0.556675 0.493107 1.65409 0.419979 0.412248 0.603013 0.441998 0.341978 0.337181 0.272491 0.27 0.379332 0.49251 1.13475 0.450859 0.374461 1.02017 0.641203 0.560829 0.6754 0.33505 0.254376 0.234246 0.807205 0.229516
threshold=0 1 2 6.5000000000000009 3 4 5 1.5000000000000002 20.500000000000004 6 7 8 4.5000000000000009 2331015000.0000005 152.50000000000003 9 2014.5000000000002 10 11.500000000000002 37.500000000000007 65.500000000000014 39.500000000000007 11 3.5000000000000004 2015.5000000000002 3.5000000000000004 2011.5000000000002 14.500000000000002 39.500000000000007 27.500000000000004
decision_type=9 9 9 10 9 9 9 10 8 9 9 9 10 8 10 9 8 9 8 10 8 10 9 10 10 10 8 8 10 10
left_child=3 8 27 -1 6 -6 7 -4 -2 -7 -11 26 -8 -13 -14 -15 29 18 -18 -20 21 22 -19 -24 25 -25 -12 -3 -29 -17
right_child=1 2 4 -5 5 9 12 -9 -10 10 11 13 14 15 -16 16 17 20 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0002908765237242812 9.8011686892268156e-06 -4.8641555906794553e-05 -0.00040918138545012814 -0.00040282971035456125 3.4294389434619223e-06 4.1420109048771289e-06 6.0859222857577669e-05 -1.3965095963667038e-07 1.9323435371981533e-05 0.0034493795069182199 -9.0721078918630112e-06 -5.6366219439931553e-05 2.961316308235625e-05 4.3042854946286853e-05 -0.00076126717844786904 0.00012302114314368775 2.4582422611245741e-05 1.0379666633753005e-06 -0.00035445222320695428 -8.1845151972973892e-05 1.7595225486363671e-06 -1.0913598480871394e-06 -3.7737910815280885e-05 -0.00014855622509892604 -0.00019640126689394091 4.8674387410970755e-07 5.9048837651314861e-06 -0.0001702921335832492 -3.5377454530261217e-06 3.1166134344094449e-06
leaf_weight=29 215 59 33 97 150 179 43 256 238 156 28 125 88 157 25 69 66 134 43 26 132 59 26 26 27 148 198 32 40 60
leaf_count=29 215 59 33 97 150 179 43 256 238 156 28 125 88 157 25 69 66 134 43 26 132 59 26 26 27 148 198 32 40 60
internal_value=0.000531535 0.000713233 0.000375626 -0.00332847 0.000589846 0.000964835 -0.000921052 -0.00188 0.00243966 0.00074012 0.000509725 0.000221723 0.000862276 -0.000115419 -0.000245614 0.000135524 -0.00016445 -0.000540698 -0.00260274 -0.00634286 1.42097e-05 -0.000570071 0.000232044 -0.00105882 -0.000376237 0.000548572 0.00178903 -0.00307042 -0.00482192 0.00181538
internal_weight=2964 2838 2385 126 2254 1809 445 289 453 1659 1480 1324 156 1098 113 973 816 687 135 69 552 420 361 227 201 174 226 131 72 129
internal_count=2964 2838 2385 126 2254 1809 445 289 453 1659 1480 1324 156 1098 113 973 816 687 135 69 552 420 361 227 201 174 226 131 72 129
cat_boundaries=0 27 57 59 60 61 63 64 66 87 88 90 91
cat_threshold=1073741824 8 0 0 1073741824 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 268435472 4 0 134217728 2147483648 0 0 0 1 0 0 2052 2048 0 0 0 0 0 0 8192 256 524288 4194304 0 0 0 0 0 0 8192 257 16 16779360 144 0 2052 2147483648 1073873024 160 0 0 0 0 0 0 262144 2147483648 0 0 0 0 8192 0 0 0 0 0 4096 0 128 34 0 12292 230656
is_linear=0
shrinkage=0.04


Tree=68
num_leaves=31
num_cat=10
split_feature=11 3 14 9 1 11 18 12 16 2 2 3 3 2 2 1 4 4 4 2 3 12 4 6 2 3 12 1 2 2
split_gain=1.05274 1.00568 0.566996 0.493221 0.557463 0.554861 0.561197 0.474712 0.388416 0.466234 0.368158 0.332071 0.78789 0.385096 0.313828 0.27684 0.74373 0.337763 0.265736 0.325298 0.350993 0.275452 0.284223 0.32206 0.266657 0.957306 0.257704 0.250775 0.282739 0.459662
threshold=0 1999.5000000000002 1 2 4.5000000000000009 3 4 5 6 14.500000000000002 37.500000000000007 2013.5000000000002 2018.5000000000002 17.500000000000004 78.500000000000014 5.5000000000000009 15385520000.000002 3990640000.0000005 141.00000000000003 9.5000000000000018 2010.5000000000002 7 625.00000000000011 8 28.500000000000004 2003.5000000000002 9 4.5000000000000009 15.500000000000002 64.500000000000014
decision_type=9 10 9 9 10 9 9 9 1 8 10 10 10 10 8 8 8 10 8 8 8 9 10 9 10 10 9 10 8 10
left_child=1 14 -2 4 -4 -5 15 -8 9 -6 -11 18 13 -13 -1 17 -17 -7 -9 20 -20 24 23 -23 -21 -26 -22 -25 -29 -30
right_child=2 -3 3 5 8 6 7 11 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 21 26 22 -24 27 25 -27 -28 28 29 -31
leaf_value=-7.9224302971859473e-05 6.7392385237622101e-06 9.5151523337947059e-05 0.00014423593945695344 3.2546600003379747e-05 0.0020903201527083877 -0.00038981739293895696 1.9714252812354425e-06 -1.4671386653929224e-05 -3.5813630332565878e-05 -0.00046483974682941123 -2.3389442981913076e-05 -7.4555657686709191e-05 2.1476009355826032e-05 -0.00039965425122637954 -0.00070906322097773363 -0.00011172635818646436 0.00016894571957561303 3.4121864717266772e-05 0.0026287537319502046 1.2131520509185434e-05 -5.2860836722625768e-05 9.5036887110908958e-05 3.5218624739404822e-05 -6.3589842149683475e-05 2.051619165115426e-06 -0.00021496215869035536 5.790879475698791e-07 7.604751528498158e-07 -2.2869000859553776e-06 1.3589757389163693e-06
leaf_weight=53 266 33 47 191 46 34 448 35 29 28 26 39 85 25 31 36 56 27 28 294 105 115 32 29 267 33 216 51 156 82
leaf_count=53 266 33 47 191 46 34 448 35 29 28 26 39 85 25 31 36 56 27 28 294 105 115 32 29 267 33 216 51 156 82
internal_value=0.00065625 -0.00290625 0.000812126 0.000622326 -0.00136898 0.000774948 0.000586207 0.000764331 -0.0028 -0.00158416 -0.00407273 0.000429195 -0.00136 -0.00467692 -0.00545882 -0.00174026 -0.000344086 -0.00380645 0.000617729 0.000704046 -0.000354286 0.00105283 0.000294118 2.76499e-05 0.00161322 0.000797342 -0.000732919 -0.000632219 -0.000289655 -0.000870293
internal_weight=2943 117 2826 2560 176 2384 2193 2040 129 100 54 1592 149 64 84 153 92 61 1443 1408 349 1059 465 433 594 300 321 318 289 238
internal_count=2943 117 2826 2560 176 2384 2193 2040 129 100 54 1592 149 64 84 153 92 61 1443 1408 349 1059 465 433 594 300 321 318 289 238
cat_boundaries=0 3 4 6 9 10 11 12 14 15 17
cat_threshold=2214592514 1049088 6144 145 1 8208 16384 2147549216 524288 4 67257632 2 34818 34 70 34816 32
is_linear=0
shrinkage=0.04


Tree=69
num_leaves=31
num_cat=11
split_feature=7 8 2 6 15 17 2 2 9 13 17 7 6 2 3 6 3 2 2 3 2 2 2 2 2 2 5 3 2 2
split_gain=1.68231 1.22101 0.770067 0.647984 0.901678 0.493391 0.495785 0.383114 0.38106 0.329943 0.290472 0.284895 0.314784 0.274538 0.257124 0.244363 0.233933 0.297455 0.228311 0.225822 0.216141 0.191978 0.700378 0.183392 0.179409 0.42595 0.181162 0.182699 0.130475 0.125952
threshold=0 1 6.5000000000000009 2 3 4 4.5000000000000009 9.5000000000000018 5 6 7 8 9 37.500000000000007 2007.5000000000002 10 1999.5000000000002 9.5000000000000018 80.500000000000014 2012.5000000000002 9.5000000000000018 39.500000000000007 73.500000000000014 29.500000000000004 78.500000000000014 90.500000000000014 9.0000000000000018 2000.5000000000002 9.5000000000000018 442.50000000000006
decision_type=9 9 8 9 9 9 10 8 9 9 9 9 9 10 10 9 8 10 10 8 8 10 10 10 8 10 8 10 10 10
left_child=11 2 -2 10 23 7 -7 -6 13 14 -3 12 -1 -8 21 -11 -4 -18 -17 -14 -21 -10 -23 -5 26 -26 28 -28 -12 -27
right_child=1 3 16 4 5 6 8 -9 9 15 24 -13 19 -15 -16 18 17 -19 -20 20 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=4.0701014136183334e-06 -0.00020079836255022153 0.00010841633566575814 -0.00097144593992760486 6.8033387013402627e-06 -0.00053946480425703664 2.2656276772892172e-06 -0.000149920453191704 -5.4775161109910552e-05 -1.2333770724042327e-06 8.8935496818601438e-05 3.3060823669252465e-06 8.5110868266929322e-06 0.00011446854848653428 -4.3644391054907122e-05 9.3508997302636341e-06 -3.9843399125280384e-07 -0.00039441369275533956 6.0508905629162276e-05 1.6517236228717285e-06 -6.3742026917018718e-05 2.9786152334558802e-06 -9.8016510252944255e-06 8.2998928699805541e-07 3.5607631765208702e-07 -5.9763021644942481e-05 0.00071223269147547782 6.8753604720198562e-06 2.6653143441269825e-05 4.0722265351560217e-05 -4.1987746249614118e-06
leaf_weight=329 27 103 25 79 28 146 58 101 96 135 31 334 25 63 34 108 65 94 52 34 160 38 34 89 34 37 254 126 126 47
leaf_count=329 27 103 25 79 28 146 58 101 96 135 31 334 25 63 34 108 65 94 52 34 160 38 34 89 34 37 254 126 126 47
internal_value=0.000757982 0.00011759 -0.00268468 0.000456831 -0.000182836 -0.00069469 -0.000289032 -0.00288571 -0.000788368 -0.000259842 0.001342 0.00220381 0.00155993 -0.00269697 -0.00146479 0.000588235 -0.00185946 -0.001275 -0.000467836 0.000330435 -0.000123077 -0.00217751 -0.00372603 0.00241341 0.000990991 -0.000403361 0.00131599 0.000839895 0.0024557 0.00112941
internal_weight=2912 2030 211 1819 1061 893 764 129 618 497 758 882 548 121 202 295 184 159 160 219 194 168 72 168 655 118 537 380 157 84
internal_count=2912 2030 211 1819 1061 893 764 129 618 497 758 882 548 121 202 295 184 159 160 219 194 168 72 168 655 118 537 380 157 84
cat_boundaries=0 17 44 45 46 47 49 50 51 68 69 70
cat_threshold=268435459 17 1107296256 2369536 32 0 131072 272637952 65536 0 32 384 8388608 268435456 67108864 0 1073745920 1073741824 2056 4 0 65536 1 0 0 0 0 0 131072 0 0 0 4096 0 0 33554432 0 2147483648 0 0 0 0 0 64 338 2148532224 40 1 24592 2 49 3 16 0 2048 0 0 131072 268435456 0 0 0 384 0 268435456 0 0 1073745920 24 132
is_linear=0
shrinkage=0.04


Tree=70
num_leaves=31
num_cat=11
split_feature=7 4 11 12 2 12 2 2 7 12 17 0 2 7 2 0 6 1 3 2 3 1 2 2 0 3 15 2 6 2
split_gain=1.27427 1.29224 0.74195 0.741776 0.8657 0.732676 0.665288 0.627738 0.621789 0.64899 0.614778 0.549478 0.742592 0.494605 0.407549 0.406145 0.370478 0.444058 0.384034 0.490643 0.448803 0.348879 0.349375 0.312528 0.311177 0.276003 0.247429 0.618672 0.220769 0.203233
threshold=0 16000.000000000002 1 2 19.500000000000004 3 9.5000000000000018 26.500000000000004 4 5 6 36.900000000000006 67.500000000000014 7 1.0000000180025095e-35 35.850000000000009 8 5.5000000000000009 2016.5000000000002 13.500000000000002 2010.5000000000002 5.5000000000000009 13.500000000000002 47.500000000000007 39.07500000000001 2020.5000000000002 9 18.500000000000004 10 84.500000000000014
decision_type=9 10 9 9 10 9 10 10 9 9 9 10 10 9 10 8 9 8 10 10 8 8 8 10 10 8 9 10 9 10
left_child=5 2 3 -2 -5 13 -3 -6 21 28 -11 29 -13 -1 24 -16 -17 18 19 -18 -21 22 -4 -8 -12 -24 27 -7 -10 -9
right_child=1 6 8 4 7 26 23 11 9 10 14 12 -14 -15 15 16 17 -19 -20 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0638042588477513e-06 7.0724563673610481e-07 -0.00050528008724258304 -0.00016734502596792034 4.4026520876115772e-07 -0.00031461072034503026 -3.5859337703661662e-05 4.4524832472257228e-05 -8.9243121143336996e-07 4.5604550626271289e-05 8.022941751381098e-05 -2.9527281227806091e-07 -0.00015465114240121019 -0.00055223953566936319 6.4645348418039823e-05 -5.6622782323187664e-05 3.7039328110826712e-05 2.4474569022868778e-05 0.00011888807019464199 0.0013416212341824363 3.2137286720543765e-05 -0.00020021186638129209 0.0001567188010338821 -0.00024989753711324327 -0.00057979346882510872 -0.00079074615282019698 2.8745734051748131e-05 1.7942742032564668e-06 9.6267123360866904e-07 5.6716662429728567e-05 1.0360724571766814e-05
leaf_weight=149 123 30 80 101 25 45 43 48 255 109 27 25 34 131 88 160 122 52 38 48 74 30 25 47 26 67 635 73 197 32
leaf_count=149 123 30 80 101 25 45 43 48 255 109 27 25 34 131 88 160 122 52 38 48 74 30 25 47 26 67 635 73 197 32
internal_value=0.000651701 3.33856e-05 0.000304421 -0.00122306 -0.0023913 0.00177395 -0.00396694 -0.00426667 0.000732434 0.00108036 0.000339073 -0.00317143 -0.00606667 1.43379e-10 -0.000154799 0.000150944 0.00059798 -0.000185507 -0.000819788 -0.00140408 -0.00318699 -0.001277 -0.00203468 -0.0021978 -0.00348148 -0.000344086 0.00242408 0.00055814 0.0022635 -0.000987654
internal_weight=2939 1906 1786 388 265 1033 120 164 1398 1196 744 139 59 280 635 582 494 334 282 244 122 202 172 90 53 92 753 118 452 80
internal_count=2939 1906 1786 388 265 1033 120 164 1398 1196 744 139 59 280 635 582 494 334 282 244 122 202 172 90 53 92 753 118 452 80
cat_boundaries=0 18 20 21 23 39 41 42 50 51 52 53
cat_threshold=268435459 49 1644167168 2099200 65568 0 131072 268566528 0 134217728 32 2097536 8388608 268435456 67108864 0 4112 32768 32 1123840 58624 35840 32 0 0 1056768 0 2 0 0 536870912 33619968 32 0 0 0 0 0 32 85132288 34 7 0 0 0 0 0 0 131072 131072 258 2281701376 330
is_linear=0
shrinkage=0.04


Tree=71
num_leaves=31
num_cat=9
split_feature=8 11 0 13 17 12 2 2 1 2 0 12 2 6 4 2 2 2 2 2 2 0 1 2 13 2 7 2 0 1
split_gain=1.53901 1.37645 1.10076 1.08707 0.808681 0.526692 0.518546 0.517092 0.477781 0.577757 0.497444 0.450098 0.383831 0.434825 0.351274 0.453187 0.315505 0.34834 0.285914 0.27069 0.326254 0.243259 0.225057 0.535909 0.340645 0.444894 0.202322 0.31035 0.196473 0.291727
threshold=0 1 40.250000000000007 2 3 4 163.00000000000003 24.500000000000004 5.5000000000000009 18.500000000000004 44.07500000000001 5 69.500000000000014 6 984745000.00000012 5.5000000000000009 12.500000000000002 47.500000000000007 10.500000000000002 403.00000000000006 4.5000000000000009 42.710000000000008 4.5000000000000009 1.0000000180025095e-35 7 14.500000000000002 8 88.500000000000014 38.57500000000001 4.5000000000000009
decision_type=9 9 8 9 9 9 8 10 8 8 8 9 10 9 8 10 8 8 10 10 8 10 10 10 9 10 9 10 10 10
left_child=5 6 4 -4 12 28 7 -2 10 -10 -5 19 13 -3 -15 -16 -12 -18 -17 20 -6 -11 -13 -24 25 -25 27 -7 29 -1
right_child=1 2 3 8 11 26 -8 -9 9 21 16 22 -14 14 15 18 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.6012486681597875e-07 -0.00030990397476617115 6.3647615709942199e-06 2.8492420000472956e-05 -0.00035412503918613746 0.00022819455336099372 2.4241026328940264e-07 -2.4780130376311824e-05 -0.00036311558762567263 0.0012048212307773046 -3.2017832095961709e-05 -0.00077793166817231689 0.0028727885840948244 -7.1457629886079022e-05 -0.00012560266646792007 -0.00010467208319531326 0.0069657037003376231 3.1937190248183014e-05 -0.00074515592839150533 -2.3273611502909248e-05 0.0056263448008704699 -3.7522631562745187e-05 2.1073845919815528e-05 -4.5410937723078482e-05 0.00043062794550325755 0.00023603276068538386 -1.0412622208710661e-05 4.4562520290452141e-06 -3.147321917933251e-07 1.0236688150055202e-05 -7.6306061298926238e-07
leaf_weight=40 44 195 118 40 26 237 30 34 32 42 30 126 25 38 25 28 49 79 46 27 216 39 25 129 232 153 540 32 71 183
leaf_count=40 44 195 118 40 26 237 30 34 32 42 30 126 25 38 25 28 49 79 46 27 216 39 25 129 232 153 540 32 71 183
internal_value=0.000778991 6.09028e-05 0.000346621 -0.00140465 0.000931889 0.00194973 -0.00410084 -0.00617721 -0.00259627 -0.000596491 -0.0038593 0.00154074 -0.000684782 -0.000336336 -0.00197297 -0.00084 -0.00281761 -0.00192248 0.000746667 0.000128572 -0.000296296 -0.00239024 0.00210059 0.00177037 0.00205049 0.000982935 0.00248293 0.00141429 0.000445902 -0.000125
internal_weight=2931 1828 1720 429 1291 1103 108 78 311 113 198 934 357 332 137 99 158 128 74 269 242 81 665 539 514 282 809 269 294 223
internal_count=2931 1828 1720 429 1291 1103 108 78 311 113 198 934 357 332 137 99 158 128 74 269 242 81 665 539 514 282 809 269 294 223
cat_boundaries=0 30 32 33 34 36 37 38 39 47
cat_threshold=1342177280 6 4 134217728 2147483648 0 0 2147483648 1 0 0 131076 0 0 0 0 0 0 0 8192 384 0 20971520 8 0 49152 4 0 0 8192 67108897 8704 2 26 3104 32 16820480 264 10 0 0 67108864 4 0 0 0 537001984
is_linear=0
shrinkage=0.04


Tree=72
num_leaves=31
num_cat=15
split_feature=8 7 8 12 6 0 12 9 7 9 12 0 3 3 9 18 3 0 0 1 5 0 12 3 3 7 1 12 3 0
split_gain=1.68375 1.3048 1.032 0.674893 0.639133 1.29885 0.585053 0.643688 0.365086 0.426846 0.493478 0.384946 0.367995 0.341773 0.329329 0.680619 0.506116 0.360981 0.356691 0.328702 0.311312 0.308663 0.256811 0.252019 0.239018 0.236347 0.240866 0.325061 0.361815 0.475006
threshold=0 1 2 3 4 44.07500000000001 5 6 7 8 9 44.07500000000001 2017.5000000000002 2016.5000000000002 10 11 1962.0000000000002 18.500000000000004 39.07500000000001 4.5000000000000009 2.5000000000000004 44.07500000000001 12 2014.5000000000002 2016.5000000000002 13 5.5000000000000009 14 1971.5000000000002 18.500000000000004
decision_type=9 9 9 9 9 10 9 9 9 9 9 10 8 10 9 9 10 8 10 10 10 10 9 10 8 9 8 9 10 10
left_child=-1 3 23 19 5 -4 7 -6 -8 10 11 12 -10 25 15 -9 -16 -17 -19 -2 22 24 -11 -3 -20 26 27 -5 29 -29
right_child=1 2 4 13 6 -7 8 14 9 20 -12 -13 -14 -15 16 17 -18 18 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00025995629227033553 1.468080337066146e-06 1.7027204041450509e-05 0.0011692895067814896 5.1884720901939457e-07 5.1526896575737468e-05 -0.0012615945655738842 3.4859120821505334e-06 -0.00032241443134293363 -0.00032141512490318781 7.1242502406061151e-05 1.5582696776669531e-06 3.2379549638809539e-05 -2.7926980271153865e-05 -1.0655105051324131e-05 -0.00040996690221864251 -5.1937107098292577e-07 0.00040973850395088275 0.00011732759764051003 -5.4940737622278266e-05 -8.356797382799467e-07 -3.7735047051705804e-05 8.8452026388275638e-05 -2.3247342831956e-05 -5.2042969697058383e-05 -1.7231337744545335e-06 7.2404687219359095e-06 1.2213391453404753e-06 1.9794195408833101e-07 3.6294944442225477e-05 -2.6960893730489869e-05
leaf_weight=144 42 299 220 123 100 25 112 42 33 159 166 34 76 38 75 71 34 59 36 170 27 28 108 30 60 383 143 58 26 55
leaf_count=144 42 299 220 123 100 25 112 42 33 159 166 34 76 38 75 71 34 59 36 170 27 28 108 30 60 383 143 58 26 55
internal_value=0.000558952 0.000776645 0.000119668 0.00189895 -0.000338753 0.00148438 -0.000714866 -0.00174419 2.75484e-05 -0.000371335 -0.0013875 -0.00303896 -0.0044 0.00241816 -0.00245192 -0.00161563 -0.00436667 -0.000878431 6.52175e-05 -0.000143498 0.000708197 -0.001152 0.00114925 0.00210588 -0.0022268 0.00262611 0.00177885 0.00109506 -0.000293333 -0.00129825
internal_weight=2976 2832 1794 1038 1465 245 1220 505 715 603 309 143 109 826 405 296 109 254 183 212 294 124 267 329 96 788 405 262 139 113
internal_count=2976 2832 1794 1038 1465 245 1220 505 715 603 309 143 109 826 405 296 109 254 183 212 294 124 267 329 96 788 405 262 139 113
cat_boundaries=0 29 47 71 73 74 75 77 94 96 97 99 100 102 119 120
cat_threshold=0 2056 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 0 128 268435457 17 1610612736 2369536 65536 64 131072 139264 33556480 536870944 0 448 16 0 67108864 0 4096 512 0 0 4 0 65536 0 0 0 1 0 0 131076 2048 1048576 0 0 0 0 4096 2048 384 0 4194304 8 33792 32 66 83929440 0 12416 2 0 0 0 32 0 0 0 65536 0 0 0 0 268435456 0 0 1073741840 0 10256 65538 0 18432 4 16386 32 1 0 0 2105344 0 0 0 131072 33556480 0 0 128 0 0 0 0 4096 16982304
is_linear=0
shrinkage=0.04


Tree=73
num_leaves=31
num_cat=15
split_feature=7 8 12 8 7 17 11 6 12 13 1 8 2 1 6 1 16 6 2 5 2 2 2 2 2 2 2 1 9 2
split_gain=1.35223 1.2453 0.850672 0.877258 0.864564 0.693949 0.433166 0.447056 0.528463 0.536266 0.550977 0.347938 0.36717 0.345056 0.343808 0.381121 0.339753 0.33842 0.314643 0.302798 0.309477 0.253337 0.236507 0.225169 0.213732 0.202769 0.196312 0.315222 0.181227 0.169238
threshold=0 1 2 3 4 5 6 7 8 9 5.5000000000000009 10 3160.5000000000005 5.5000000000000009 11 2.5000000000000004 12 13 48.500000000000007 1.0000000180025095e-35 17.500000000000004 14.500000000000002 44.500000000000007 14.500000000000002 262.50000000000006 6.5000000000000009 18.500000000000004 5.5000000000000009 14 50.500000000000007
decision_type=9 9 9 9 9 9 9 9 9 9 10 9 8 8 9 10 1 9 8 10 10 10 10 10 10 10 10 8 9 8
left_child=16 -2 11 19 -5 17 -7 24 -9 22 14 13 28 -3 15 -11 -1 -6 23 20 -4 -17 -10 25 -8 -16 27 -19 -13 -12
right_child=1 2 3 4 5 6 7 8 9 10 29 12 -14 -15 18 21 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025982297811219551 4.3354828636818361e-05 -6.6634890660598159e-07 -4.1679541756885794e-06 0.00015456385638913162 -1.4162435657603959e-06 6.169808000754687e-05 0.00040037516430313725 5.6099118302777484e-07 1.6824073348196875e-07 7.7152585626549817e-06 1.2434597221075288e-06 3.4228994981008384e-06 -0.00038042715847399887 -0.00012980281034842724 -9.9729771692675303e-05 -1.2713221127648227e-05 -3.3483649803040504e-07 -5.319492022176939e-05 -2.340667051384843e-05 4.9625620806928969e-05 -0.00058213385261908198 3.8583286359153266e-08 5.6016592992682519e-06 -0.00016202810517656493 2.6750972359826384e-05 0.00035597230955983482 -0.00030551368204605997 0.00010897277016332625 -5.3653965942228814e-05 1.1321500670130786e-06
leaf_weight=91 362 91 32 203 209 117 146 407 112 28 53 140 33 34 45 34 58 39 66 26 47 88 70 36 27 34 33 30 191 25
leaf_count=91 362 91 32 203 209 117 146 407 112 28 53 140 33 34 45 34 58 39 66 26 47 88 70 36 27 34 33 30 191 25
internal_value=0.000559835 0.00076273 0.000425426 0.000807091 0.00101931 0.000693168 0.00110239 0.000849408 0.000507433 -0.000259136 -0.00105714 -0.001048 -0.000384 -0.00279412 -0.00179518 -0.000248447 -0.003025 -0.000981366 -0.00289583 -0.00258621 -0.00405 -0.00123577 0.00149223 -0.00431034 0.00267391 -0.00305 -0.00276106 -0.00177143 1.20483e-05 0.00192405
internal_weight=2907 2758 2396 1907 1802 1599 1288 1171 998 591 409 489 364 125 331 150 149 311 181 105 79 122 182 115 173 79 102 69 331 78
internal_count=2907 2758 2396 1907 1802 1599 1288 1171 998 591 409 489 364 125 331 150 149 311 181 105 79 122 182 115 173 79 102 69 331 78
cat_boundaries=0 18 48 49 79 96 97 100 101 103 104 127 128 129 130 132
cat_threshold=0 0 0 4 0 8194 0 0 0 1024 8192 0 0 0 0 32 0 128 16 2048 0 134217728 0 1 262144 0 1 0 0 4 0 1048576 0 0 0 0 0 8192 0 0 4194304 0 0 16384 0 0 0 8192 40992 0 4 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 64 0 0 4096 131074 145 0 2048 0 0 0 8192 0 0 32 256 16 268435456 67108864 0 16 10 32768 2147483648 524288 336 83954944 2 4 0 8 0 0 0 0 0 0 0 0 0 131072 0 512 0 0 0 0 0 0 0 0 16777216 8 2 384 0 2048
is_linear=0
shrinkage=0.04


Tree=74
num_leaves=31
num_cat=13
split_feature=8 2 7 15 12 7 8 11 0 2 12 2 3 6 2 4 2 13 6 12 0 2 2 2 0 4 2 2 2 8
split_gain=1.48374 1.02582 0.982297 1.05064 0.928205 0.884941 0.453063 0.604295 1.02934 0.371056 0.33662 0.273605 0.269418 0.463684 0.666488 0.499678 0.632777 0.510447 0.420758 0.33007 0.292045 0.367914 0.373858 0.273389 0.261484 0.241723 0.213813 0.211509 0.196753 0.194336
threshold=0 56.500000000000007 1 2 3 4 5 6 39.07500000000001 9.5000000000000018 7 10.500000000000002 1995.5000000000002 8 295.00000000000006 972430000.00000012 80.500000000000014 9 10 11 42.710000000000008 10.500000000000002 15.500000000000002 1.5000000000000002 42.250000000000007 6050.0000000000009 16.500000000000004 95.500000000000014 37.500000000000007 12
decision_type=9 10 9 9 9 9 9 9 10 10 9 10 10 9 8 8 10 9 9 9 10 10 10 10 10 8 8 10 10 9
left_child=1 9 4 24 27 -5 10 8 -8 -1 11 -7 13 19 15 -15 17 20 -14 -9 21 -17 -23 -21 -4 -25 -10 -2 -28 -12
right_child=2 -3 3 5 -6 6 7 12 26 -11 29 -13 18 14 -16 16 -18 -19 -20 23 -22 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.00021618643679067822 -1.9180296137957333e-05 -0.00043980099709833929 2.8636178967341858e-06 0.00015260709162682087 4.5636630533838272e-07 -1.6983298888226943e-05 -0.00020430389733808914 -2.1197847359265512e-05 0.00020071711825373964 6.2948083386240344e-05 3.9466219347637416e-07 1.7065612562277057e-07 5.1944626109343253e-06 0.00010083927224861868 0.00017098152565035528 -4.5443488227788193e-05 -0.00011889527791195317 4.4349655453907511e-05 0.002169722358065083 -8.9110735656893617e-05 2.0189427579225074e-05 -6.8005521422107189e-05 -0.00016064987989131794 -4.7696905025483894e-06 -0.0010731903246179006 0.00011179711409327836 -0.00018138482539470976 -1.5134990851471492e-07 4.2225608335851111e-05 5.2661852128194642e-05
leaf_weight=81 93 57 33 348 190 25 37 110 33 89 487 99 134 52 62 58 32 117 150 32 34 26 29 26 81 174 25 31 27 152
leaf_count=81 93 57 33 348 190 25 37 110 33 89 487 99 134 52 62 58 32 117 150 32 34 26 29 26 81 174 25 31 27 152
internal_value=0.00063453 -0.00240336 0.000896603 0.0011746 -0.00118154 0.00136667 0.00101656 0.000506416 -0.00204511 -0.000935672 0.00177261 -0.000177778 0.000825215 0.000435591 -0.000475059 -0.00116905 -0.00180471 -0.00114717 0.0018807 0.00149575 -0.00260759 -0.00375439 -0.00607143 0.00233745 -0.002432 0.00298507 0.000232558 -0.00373333 -0.00135849 0.00214769
internal_weight=2924 227 2697 2383 314 2269 1921 1158 122 170 763 124 1036 752 410 348 296 264 284 342 147 113 55 232 114 200 85 124 52 639
internal_count=2924 227 2697 2383 314 2269 1921 1158 122 170 763 124 1036 752 410 348 296 264 284 342 147 113 55 232 114 200 85 124 52 639
cat_boundaries=0 30 48 49 50 67 93 95 96 97 98 99 100 123
cat_threshold=268435456 2056 0 0 1073750016 0 0 0 0 0 0 131072 64 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 0 0 4096 131072 128 536870912 524292 0 2 0 0 65536 0 8192 0 0 0 0 0 0 128 142606336 83944448 1 1 1073741824 2359296 32 0 0 4202496 2048 0 32 128 0 268435456 0 0 4112 0 0 0 0 2147549184 0 0 2147483648 0 0 0 2052 2048 0 0 0 0 0 4096 2048 384 0 20971520 0 0 32768 33 1049600 1181696 266 10 400 1281024 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 2048 384 0 16777216
is_linear=0
shrinkage=0.04


Tree=75
num_leaves=31
num_cat=12
split_feature=8 0 8 12 9 3 12 11 18 11 4 3 0 4 5 0 12 3 15 6 3 0 0 3 0 3 0 3 6 0
split_gain=1.93643 0.837665 0.914457 0.601051 0.599173 0.573019 0.547416 0.544897 1.08529 0.391552 0.314815 0.390653 0.301643 0.261037 0.244735 0.355154 0.235813 0.301782 0.195123 0.236934 0.272681 0.182077 0.357994 0.155077 0.1426 0.128401 0.126978 0.125524 0.129058 0.213311
threshold=0 48.175000000000004 1 2 3 1992.5000000000002 4 5 6 7 520.00000000000011 2004.5000000000002 44.07500000000001 1317685000.0000002 1.0000000180025095e-35 40.250000000000007 8 2018.5000000000002 9 10 2015.5000000000002 55.500000000000007 52.740000000000002 2016.5000000000002 27.750000000000004 2004.5000000000002 35.850000000000009 2002.5000000000002 11 39.07500000000001
decision_type=9 8 9 9 9 10 9 9 9 9 8 8 10 10 10 10 9 8 9 9 10 10 8 10 10 10 10 10 9 10
left_child=3 2 -2 5 12 -1 7 -6 -9 13 -10 -12 23 -8 15 16 -13 -18 19 25 27 22 -3 -4 -19 -11 -26 28 -21 -30
right_child=1 21 4 -5 6 -7 9 8 10 18 11 14 -14 -15 -16 -17 17 24 -20 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-8.6704043898519926e-05 1.8455592525139463e-05 -0.0002271845824965644 2.3891968841473501e-05 -3.5523430039133011e-06 3.4866979378450566e-05 -0.00041356305157632002 -2.9003943534107178e-05 -0.00041608344753078341 -5.7578768672343072e-05 1.4832586288202905e-05 0.00011510083548196615 -4.8808904951040886e-06 -8.7333582115741649e-05 0.0011788208743796081 3.8972395597265739e-05 -0.0014647102437320009 9.9793817202496107e-06 2.1800535074058838e-07 2.492191191932554e-06 2.003560313343364e-07 -4.475792813416122e-05 -2.1034085106940666e-05 -4.4305313607085203e-05 0.00099035867663147046 -0.000379796637416944 0.0020674436184766804 -8.9051024399023456e-06 1.547508455943548e-05 6.2252784218563771e-05 -3.0339066434635976e-05
leaf_weight=80 326 38 339 112 111 31 79 43 34 122 34 110 39 34 58 25 30 118 516 215 40 37 28 28 25 43 78 50 36 88
leaf_count=80 326 38 339 112 111 31 79 43 34 122 34 110 39 34 58 25 30 118 516 215 40 37 28 28 25 43 78 50 36 88
internal_value=0.000647219 0.000941865 0.00108467 -0.0028547 0.000789246 -0.00488525 0.000482105 -0.000437223 -0.000954063 0.000982172 -0.000452242 -0.000183716 0.00216787 -0.00119355 -0.000503371 -0.000868217 -0.000541436 0.000167939 0.0012132 0.000687603 0.000172727 -0.00257692 -0.0038209 0.00257609 -0.000342342 0.00193182 -0.00142308 0.000502564 0.00022353 -0.00077037
internal_weight=2947 2724 2621 223 2295 111 1889 666 555 1223 512 478 406 113 444 386 361 251 1110 594 429 103 66 367 221 165 103 389 339 124
internal_count=2947 2724 2621 223 2295 111 1889 666 555 1223 512 478 406 113 444 386 361 251 1110 594 429 103 66 367 221 165 103 389 339 124
cat_boundaries=0 30 60 62 64 65 68 69 72 73 74 75 76
cat_threshold=0 8 0 0 0 0 0 0 0 0 0 33685504 2112 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 0 0 4096 0 0 0 134217728 2147549184 0 524288 2147483648 1 32768 0 4 0 0 0 0 0 0 0 10240 256 0 0 8 0 0 0 0 524288 8192 43042 32 1073873024 49312 16819296 32768 2147484672 524288 4 32768 0 524288 16777280 67108864 194 8
is_linear=0
shrinkage=0.04


Tree=76
num_leaves=31
num_cat=10
split_feature=7 7 4 8 3 6 17 3 4 7 5 12 2 2 2 12 2 15 4 12 2 2 2 2 2 2 2 4 4 2
split_gain=1.67224 1.05259 1.24991 0.89135 0.656603 1.11167 0.811361 0.791259 0.695814 0.50036 0.413169 0.378806 0.613226 0.331136 0.311425 0.301983 0.255167 0.24625 0.486862 0.464254 0.399601 0.240447 0.238143 0.310885 0.21833 0.216827 0.211441 0.193959 0.193176 0.235819
threshold=0 1 6670500000.000001 2 2015.5000000000002 3 4 2019.5000000000002 107371.50000000001 5 4.5000000000000009 6 3.5000000000000004 13.500000000000002 5.5000000000000009 7 3.5000000000000004 8 120418.00000000001 9 10.500000000000002 29.500000000000004 7.5000000000000009 15.500000000000002 15.500000000000002 99.000000000000014 17.500000000000004 539925000.00000012 1800.0000000000002 19.500000000000004
decision_type=9 9 8 9 8 9 9 8 8 9 8 9 10 10 8 9 8 9 10 9 10 10 10 10 10 10 10 10 10 10
left_child=-1 2 -2 28 15 9 8 -8 -7 10 -6 12 -11 -9 -10 24 -13 19 -19 -18 -21 26 -4 -24 -5 -12 -22 -16 29 -3
right_child=1 3 22 4 5 6 7 13 14 11 25 16 -14 -15 27 -17 17 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.3744661550681287e-06 -0.00079006284379375406 3.3069502650357119e-05 4.3128083010042238e-05 0.00017674719880397789 -0.00014900753118658627 5.750933687921879e-05 -0.000218505216449751 3.9908143182929744e-05 -0.00011683411827684038 -0.0004432251626940678 2.8166956060748118e-07 2.7514596262917653e-06 3.3800643704722864e-08 -6.3741667221128376e-05 -3.1278882679811656e-05 8.8434878908826307e-05 4.9146180844810693e-07 5.7426884854306423e-06 -0.0001883242362211509 -2.7452625707864482e-05 6.2190632457352422e-06 -1.0652430495038701e-07 -0.00025700554240604064 -1.5174591608946471e-05 -1.6304215253846521e-05 -8.5824303956725197e-05 7.1119242484672288e-06 -0.00064985476430460729 -7.6759040683302764e-06 5.7354571762857636e-06
leaf_weight=524 35 170 35 54 26 27 28 189 32 26 58 71 151 147 46 143 119 277 27 63 37 119 34 106 113 25 38 32 34 169
leaf_count=524 35 170 35 54 26 27 28 189 32 26 58 71 151 147 46 143 119 277 27 63 37 119 34 106 113 25 38 32 34 169
internal_value=0.000548038 9.99182e-05 -0.00253394 0.000360215 -4.30324e-06 -0.00034308 -0.00186719 -0.000810667 -0.00440541 0.000408397 -0.00203333 0.000715655 -0.000914893 -0.000284866 -0.00612613 0.00167203 0.00110761 0.000881057 0.00170159 0.000165375 -0.000791045 8.20514e-05 -0.00125 -0.00198582 0.000382023 -0.000809524 0.00184211 -0.00465823 0.00211458 0.00245882
internal_weight=2955 2431 210 2221 1848 1538 501 364 137 1037 109 928 177 336 110 310 751 680 304 376 257 194 175 140 167 83 75 78 373 339
internal_count=2955 2431 210 2221 1848 1538 501 364 137 1037 109 928 177 336 110 310 751 680 304 376 257 194 175 140 167 83 75 78 373 339
cat_boundaries=0 17 35 61 62 63 80 81 82 83 84
cat_threshold=268435457 1 1108606976 2097152 32 64 33554432 8192 65536 0 32 0 67108864 268435456 67108864 0 4112 147456 128 0 524288 0 8194 0 536870912 0 0 8192 0 0 0 0 32 0 128 16 4 0 0 0 1 262144 0 0 0 0 2052 0 0 268435456 0 0 0 0 0 128 524288 4194304 0 0 32768 282 25 0 0 0 4 0 134217728 0 0 33556480 0 0 0 0 0 0 0 1073741824 73728 67207426 203423744 16810304
is_linear=0
shrinkage=0.04


Tree=77
num_leaves=31
num_cat=13
split_feature=7 9 8 7 8 3 12 4 12 13 8 2 2 1 0 1 2 2 0 11 9 12 0 0 12 2 3 2 2 2
split_gain=1.93278 1.07904 0.894849 0.59519 0.583077 0.748528 0.51253 0.498231 0.459885 0.433694 0.519484 0.664789 0.595388 0.416979 0.360835 0.349352 0.337661 0.522152 0.331856 0.285021 0.606 0.520529 0.536325 0.327281 0.284501 0.279591 0.278257 0.369566 0.277249 0.238805
threshold=0 1 2 3 4 2024.5000000000002 5 20046740000.000004 6 7 8 20.500000000000004 151.50000000000003 4.5000000000000009 18.500000000000004 3.5000000000000004 50.500000000000007 38.500000000000007 31.500000000000004 9 10 11 35.850000000000009 40.250000000000007 12 17.500000000000004 2018.5000000000002 12.500000000000002 14.500000000000002 67.500000000000014
decision_type=9 9 9 9 9 8 9 8 9 9 9 10 8 10 10 8 10 8 8 9 9 9 10 8 9 10 8 10 10 10
left_child=6 7 26 -4 -5 24 16 -2 -7 15 11 -11 19 -9 29 -10 17 -1 -14 20 -12 22 -21 25 -6 -23 -3 -28 -24 -13
right_child=1 2 3 4 5 8 -8 13 9 10 12 14 18 -15 -16 -17 -18 -19 -20 21 -22 23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=5.211799183159071e-06 -0.00046270378205391318 -0.00081065948492856272 -0.00018042114345015933 1.6428069409188215e-05 -6.693819435123528e-07 8.5716210735937861e-07 2.0223626987388751e-05 8.5916741103595923e-06 -6.8817501880664037e-08 3.9672720494013266e-06 -9.3768149374683915e-05 -2.147829765902657e-07 -9.2942775220036607e-05 -0.00013488487495421272 4.0046234306446245e-06 3.0953721364582563e-05 4.4289400280916879e-06 -1.3168598249383001e-05 0.0003681950248760656 -4.4081667787521813e-06 2.0854995566621319e-06 -8.0459365280627086e-05 -0.00027081965934227674 -0.00088252684899255748 4.6272194807968497e-05 5.8532661258656501e-06 -0.00017040600022171304 8.7524334988052865e-06 -0.00010426702707514696 9.997260018052483e-07
leaf_weight=105 28 29 101 294 116 274 410 37 48 84 102 92 31 44 34 72 80 46 79 58 183 45 25 32 329 46 34 43 29 38
leaf_count=105 28 29 101 294 116 274 410 37 48 84 102 92 31 44 34 72 80 46 79 58 183 45 25 32 329 46 34 43 29 38
internal_value=0.000536208 -5.13244e-06 0.000193809 0.000380594 0.000536103 0.000247685 0.00246012 -0.0037 -0.00024509 -0.00064222 -0.000953881 0.000586873 -0.00156006 -0.00239024 -0.000872727 0.00152672 0.000842975 -0.000236842 0.00108108 -0.00214971 -0.00114865 -0.00317073 -0.00513821 -0.00110448 0.00165919 4.34784e-05 -0.00321368 -0.00220513 -0.00843636 -0.00183206
internal_weight=2968 2327 2218 2112 2011 1717 641 109 1272 998 878 248 630 81 164 120 231 151 110 520 285 235 112 123 445 91 106 77 54 130
internal_count=2968 2327 2218 2112 2011 1717 641 109 1272 998 878 248 630 81 164 120 231 151 110 520 285 235 112 123 445 91 106 77 54 130
cat_boundaries=0 18 20 47 63 89 90 91 92 121 123 125 127 128
cat_threshold=268566529 1 1075060736 2099200 32 64 0 268443648 65536 671096832 32 256 8388624 268435456 67108864 0 4240 32768 1 8192 268435456 0 0 0 2147483648 1 0 0 0 0 0 0 64 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 0 536870912 524288 0 8194 0 536870912 0 0 0 0 0 0 0 32 16 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 256 524288 4194304 0 0 32768 17916960 68289600 8 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 4 1024 0 4228 100608 32 17826144
is_linear=0
shrinkage=0.04


Tree=78
num_leaves=31
num_cat=12
split_feature=7 8 4 7 8 1 2 4 2 2 6 2 12 4 4 7 1 16 12 2 7 12 2 11 2 1 4 2 2 2
split_gain=1.90532 1.64536 0.618909 0.556132 0.595059 0.488138 0.387457 0.37457 0.356814 0.353036 0.460072 0.412028 0.385237 0.462092 0.357274 0.31616 0.299136 0.507923 0.290979 0.280248 0.21553 0.208338 0.271684 0.236686 0.448233 0.283246 0.20156 0.197936 0.191251 0.341611
threshold=0 1 120418.00000000001 2 3 2.5000000000000004 20.500000000000004 7250450000.000001 1.0000000180025095e-35 4.5000000000000009 4 31.500000000000004 5 481.00000000000006 199.50000000000003 6 4.5000000000000009 7 8 9.5000000000000018 9 10 99.000000000000014 11 18.500000000000004 5.5000000000000009 31889.500000000004 15.500000000000002 59.500000000000007 21.500000000000004
decision_type=9 9 10 9 9 10 10 10 10 10 9 10 9 10 10 9 10 1 9 8 9 9 10 9 10 10 8 10 10 10
left_child=20 7 3 6 18 -6 -3 16 -7 -10 11 -11 13 15 19 -12 -2 -18 26 -14 -1 27 23 24 -23 -26 -5 -21 29 -17
right_child=1 2 -4 4 5 8 -8 -9 9 10 12 -13 14 -15 -16 28 17 -19 -20 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=6.8090289083110227e-06 -0.00050766382732614303 -0.00027715249031147053 -0.00036566039746129209 -1.5514209246763336e-05 9.1921102826876987e-06 -0.00018861892345676268 -6.8970019525968623e-05 0.00011767007157122082 4.7424996761691322e-06 -0.00021033589809414292 -1.2081523337298883e-07 0.00024602175593280395 -5.7356159987623746e-05 -6.8852829008136346e-05 1.7297735716116586e-05 1.9968794110545055e-05 -3.6802142419215897e-05 -0.0003374749575079148 1.6426397628769586e-05 1.2759552349709742e-06 0.00020142242618170864 -1.4414034853582207e-05 -3.5635867924786482e-06 9.1019065070069271e-06 4.4173380689094193e-07 -6.00099279845375e-07 1.2333283304594379e-05 -1.934293386602487e-05 4.4621900139208856e-05 -6.4538497648914694e-07
leaf_weight=326 60 48 36 34 92 57 57 40 200 121 108 53 61 32 45 161 76 27 166 40 256 32 41 150 92 38 162 135 74 93
leaf_count=326 60 48 36 34 92 57 57 40 200 121 108 53 61 32 45 161 76 27 166 40 256 32 41 150 92 38 162 135 74 93
internal_value=0.000553192 3.58669e-05 0.000370267 0.000462494 0.000614615 0.000281174 -0.00224138 -0.00330841 0.000112125 0.000232905 -1.25292e-05 -0.00185946 0.000294699 0.0011524 -0.000347287 0.00151945 -0.00431707 -0.00296154 0.00205898 -0.000616949 0.00257673 -0.00031758 0.000252747 0.000664537 -0.000416185 0.000610687 0.000888889 -0.00139785 0.0021003 0.00163137
internal_weight=2913 2331 2128 2092 1987 1625 105 203 1533 1476 1276 174 1102 468 634 436 163 103 362 589 582 528 353 312 162 130 196 175 328 254
internal_count=2913 2331 2128 2092 1987 1625 105 203 1533 1476 1276 174 1102 468 634 436 163 103 362 589 582 528 353 312 162 130 196 175 328 254
cat_boundaries=0 17 44 61 84 85 87 96 97 98 115 116 118
cat_threshold=268435457 17 1712324608 2105344 2 134217792 0 805314560 0 0 32 2097536 8388624 0 67108864 0 4112 268435456 2056 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 33554432 0 2147483648 0 0 0 0 0 64 0 128 0 526336 0 0 0 0 0 0 0 0 0 0 0 32 1073741824 16 4 0 0 0 0 262144 2147483648 1 0 0 4 0 0 0 0 0 0 0 0 256 0 4194304 20 16918786 2 0 0 0 0 0 0 0 131072 65536 2 196706 0 0 605028352 2097152 2 64 0 805306368 0 0 0 256 8388624 0 0 0 4096 67174432 16416 1024
is_linear=0
shrinkage=0.04


Tree=79
num_leaves=31
num_cat=13
split_feature=8 8 4 2 15 14 12 4 12 4 9 2 2 17 9 2 2 6 9 12 2 2 2 2 5 8 2 2 4 2
split_gain=1.24472 0.80136 0.719494 0.594334 0.611871 0.549876 0.42784 0.948145 0.405851 0.618077 0.535033 0.424032 0.853172 0.369046 0.40511 0.317441 0.443493 0.316963 0.620727 0.273594 0.533136 0.825161 0.229925 0.492733 0.224871 0.222901 0.295217 0.25113 0.216176 0.183732
threshold=0 1 293.00000000000006 1.0000000180025095e-35 2 3 4 1868495000.0000002 5 1950.0000000000002 6 37.500000000000007 19.500000000000004 7 8 26.500000000000004 14.500000000000002 9 10 11 71.500000000000014 49.500000000000007 5.5000000000000009 12.500000000000002 2.5000000000000004 12 108.50000000000001 51.500000000000007 37073800000.000008 36.500000000000007
decision_type=9 9 10 8 9 9 9 10 9 8 9 10 10 9 9 10 8 9 9 9 10 10 10 10 8 9 10 10 8 10
left_child=2 -2 15 -3 28 8 7 -7 17 -10 11 12 -11 22 19 16 -1 25 24 20 21 -15 -12 -24 -19 27 -27 -6 -5 -21
right_child=1 3 -4 4 5 6 -8 -9 9 10 13 -13 -14 14 -16 -17 -18 18 -20 29 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.0524842525938319e-05 1.28856469237376e-05 -0.0001922048999181384 6.2383890632075227e-05 3.7179957357240303e-06 2.3786917922009872e-08 4.2526684519382026e-05 0.00013357722169637042 -0.00039680077616468655 -6.4588545365332916e-05 -2.8575111024043993e-05 -7.4886718769592145e-05 2.6685724474221241e-05 -0.00028698950536295214 -2.5237285007877659e-08 0.00014305580309761795 -0.00020975849915400545 -0.00059633088120730174 -8.6016486060511282e-05 0.00011614250106167604 1.8669886521577648e-06 5.6664486301203643e-06 -6.2546466241463079e-06 4.9125243212649999e-05 -2.0542925533558326e-05 -2.0600159514720859e-05 1.6784941057882025e-05 1.7550211521227387e-06 4.2341130746592623e-06 -0.0003518730372227571 9.9671585973720023e-08
leaf_weight=36 350 25 29 40 138 77 362 25 82 48 41 48 25 149 100 37 40 27 126 264 49 31 44 69 142 248 33 31 67 204
leaf_count=36 350 25 29 40 138 77 362 25 82 48 41 48 25 149 100 37 40 27 126 264 49 31 44 69 142 248 33 31 67 204
internal_value=0.000705489 0.000889356 -0.00282353 0.000630487 0.000696075 0.000830666 0.00205474 -0.000283186 0.000521466 4.80688e-05 0.000305685 -0.00209091 -0.00416216 0.000627859 0.000975248 -0.00445614 -0.00592208 0.00124339 0.000196079 0.00060452 -0.000516667 -0.00154696 -0.00111515 -0.000245614 -0.00135556 0.00190889 0.00261644 0.000644445 -0.00213559 0.0011524
internal_weight=2987 2845 142 2495 2470 2363 464 102 1899 1154 1072 121 73 951 797 113 76 745 295 697 229 180 154 113 169 450 281 169 107 468
internal_count=2987 2845 142 2495 2470 2363 464 102 1899 1154 1072 121 73 951 797 113 76 745 295 697 229 180 154 113 169 450 281 169 107 468
cat_boundaries=0 27 57 58 59 60 61 63 64 66 67 69 71 94
cat_threshold=268435456 2048 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33558528 0 2147483648 0 0 0 0 0 64 0 0 0 134217728 0 0 524288 2147483648 1 0 0 4 0 1024 0 0 0 0 0 8192 256 0 4194304 0 0 49152 0 0 0 8192 142606336 8208 17504 68173890 1 4 28 0 18592 282 0 6160 16780544 2 0 0 0 0 2147483648 1 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=80
num_leaves=31
num_cat=10
split_feature=8 9 12 3 8 11 9 2 0 12 0 2 2 14 2 0 2 0 2 0 0 0 12 2 2 0 2 2 2 6
split_gain=1.06808 0.58422 0.826667 0.994917 0.778646 0.589137 0.489059 0.448181 0.619266 0.433697 0.553803 0.369551 0.363915 0.348131 0.336203 0.326931 0.545186 0.326114 0.289032 0.287104 0.712602 0.417563 0.276918 0.268659 0.266557 0.257045 0.255834 0.239515 0.344903 0.207383
threshold=0 1 2 1977.5000000000002 3 4 5 5.5000000000000009 38.57500000000001 6 9.5000000000000018 14.500000000000002 72.500000000000014 7 9.5000000000000018 39.07500000000001 1.5000000000000002 31.500000000000004 50.500000000000007 39.07500000000001 24.500000000000004 15.500000000000002 8 81.500000000000014 352.00000000000006 37.750000000000007 5.5000000000000009 32.500000000000007 44.500000000000007 9
decision_type=9 9 9 10 9 9 9 10 10 9 10 10 8 9 8 10 10 10 8 8 10 10 9 8 8 10 10 10 10 9
left_child=14 4 3 11 24 22 9 -8 -9 10 -7 -3 13 19 26 17 -17 18 -12 20 21 27 25 -20 -2 -6 -1 -11 -29 -18
right_child=1 2 -4 -5 5 6 7 8 -10 12 15 -13 -14 -15 -16 16 29 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.2219254350937037e-05 -0.00017946181156631207 -0.00019676922483072263 0.0021253141918400114 0.0036975236784895934 1.3876734474749241e-05 -4.8533440999023903e-07 -0.00010987875309878053 -4.9671101366404039e-05 5.1264442990369091e-06 3.0523928251464662e-07 2.145156962285455e-07 -0.0011204151836741274 4.0457626330664842e-06 4.4778579461900027e-06 1.4255576450982553e-05 -0.00030584531631548266 -2.5569297654216513e-05 0.000201590029102443 -1.0557089047819681e-06 5.9576488969949298e-06 -0.00025956099875833812 6.9282756324483391e-07 2.8707801370958814e-05 9.2774087603738557e-06 -0.0010459487232504514 -6.0622902980348458e-06 -1.6666295190525533e-05 -9.1682573005748284e-07 -5.6672497500187552e-07 7.3934666184623795e-06
leaf_weight=82 66 57 261 43 27 45 35 44 97 62 157 28 179 120 485 43 194 63 25 174 34 81 136 31 34 98 37 25 40 156
leaf_count=82 66 57 261 43 27 45 35 44 97 62 157 28 179 120 485 43 194 63 25 174 34 81 136 31 34 98 37 25 40 156
internal_value=0.000687838 0.000295858 0.00169 -0.000920863 1.21398e-05 0.000204582 -8.66335e-05 -0.0020107 -0.00109859 0.000163889 -0.000529655 -0.00348837 0.000853995 0.000342644 0.00217236 -0.000244776 -0.000984771 0.000808664 5.60749e-05 -0.000224824 -0.00111934 -0.000229665 0.00192647 -0.00238596 -0.00324324 0.000441177 0.0003 -0.00165625 -0.00333333 -0.00045584
internal_weight=2959 2355 389 128 1966 1866 1605 176 141 1429 714 85 715 536 604 669 393 276 213 416 242 208 261 56 100 125 119 127 65 350
internal_count=2959 2355 389 128 1966 1866 1605 176 141 1429 714 85 715 536 604 669 393 276 213 416 242 208 261 56 100 125 119 127 65 350
cat_boundaries=0 30 32 33 54 57 59 60 61 63 64
cat_threshold=268435456 0 0 134217728 2147483648 0 262144 2147483648 1 0 0 2052 2048 0 268435456 0 0 0 4096 8192 256 524288 4194304 0 0 16384 0 0 0 8192 257 30724 17924128 16 2056 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 49152 2148532224 524288 0 18436 16812386 8192 49410 32 148
is_linear=0
shrinkage=0.04


Tree=81
num_leaves=31
num_cat=11
split_feature=7 8 12 7 2 8 1 2 12 2 2 2 1 4 2 12 9 13 2 2 3 2 3 9 12 2 2 2 1 2
split_gain=2.10528 0.796751 1.19877 0.906604 0.436977 0.428119 0.426532 0.535941 0.407362 0.396516 0.379672 0.700233 0.371399 0.541721 0.344299 0.269147 0.365347 0.300753 0.375215 0.466427 0.272423 0.413566 0.27139 0.260316 0.242084 0.233526 0.206776 0.176434 0.241088 0.288692
threshold=0 1 2 3 2.5000000000000004 4 4.5000000000000009 15.500000000000002 5 23.500000000000004 54.500000000000007 5.5000000000000009 5.5000000000000009 4850.0000000000009 1.5000000000000002 6 7 8 5.5000000000000009 10.500000000000002 1.0000000180025095e-35 16.500000000000004 2003.5000000000002 9 10 69.500000000000014 12.500000000000002 11.500000000000002 3.5000000000000004 52.500000000000007
decision_type=9 9 9 9 10 9 10 8 9 10 10 10 8 10 8 9 9 9 8 8 10 10 10 9 9 10 10 10 10 10
left_child=23 2 10 4 -3 -5 -4 -8 27 26 11 -2 13 14 -7 16 22 20 -19 -20 21 -17 -16 -1 -14 -26 -10 -6 -29 -30
right_child=1 3 6 5 8 12 7 -9 9 -11 -12 -13 24 -15 15 17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=5.6906534784753214e-06 -0.00011486612285831092 4.3425354369662229e-06 -0.00032737218400610883 9.02615505044005e-06 -8.9247988239609175e-06 -6.2680096157953727e-05 -3.8052996227605457e-06 2.2679228463790591e-05 -9.2430567797308405e-05 -5.5517245981513218e-05 -0.00012465623350923995 -7.1346145988919851e-06 1.9632615312441642e-05 -0.00038835331086504294 8.0013997537988679e-07 9.7026580682941201e-05 6.0244535201833557e-05 1.5681917142506408e-05 -3.5893826807731841e-05 -1.0061508300703678e-05 6.3656828113915848e-05 -4.083169823352107e-06 -7.2959806875127223e-05 5.9672708973147307e-05 9.4938583624125002e-06 -1.5137417955897008e-06 7.3066948729699401e-07 -7.9161806737617071e-08 -4.934949508337828e-08 8.978049693610744e-07
leaf_weight=255 27 38 42 223 35 38 66 126 67 101 30 60 104 44 272 25 152 47 31 203 62 50 87 337 163 41 41 28 90 55
leaf_count=255 27 38 42 223 35 38 66 126 67 101 30 60 104 44 272 25 152 47 31 203 62 50 87 337 163 41 41 28 90 55
internal_value=0.000625638 8.13906e-05 -0.00164641 0.00039243 -0.0011588 0.000855119 6.53063e-05 0.000870466 -0.00155981 -0.00274545 -0.00478125 -0.00377273 0.000568421 0.000201581 0.000400827 0.000554839 0.00115709 -0.000205128 -0.000945205 -0.00163404 0.00127027 -0.000263158 0.000421622 0.002733 0.00178641 0.000818605 -0.00117431 -0.000219178 0.000298851 0.000958904
internal_weight=2940 2348 351 1997 455 1542 234 192 417 209 117 87 1319 1011 967 929 511 418 281 234 137 75 359 592 308 204 108 208 173 145
internal_count=2940 2348 351 1997 455 1542 234 192 417 209 117 87 1319 1011 967 929 511 418 281 234 137 75 359 592 308 204 108 208 173 145
cat_boundaries=0 17 46 48 64 90 92 94 96 97 99 101
cat_threshold=268451843 33 1141112832 272384 524322 64 0 8192 0 134217760 32 384 67108864 0 67108864 0 4112 1073741824 8 4 0 0 0 0 0 0 0 0 2048 2048 512 0 4096 0 0 33554432 0 256 0 0 0 0 0 64 0 524288 1222656 2 131072 128 537919488 2621440 0 134225920 33554432 537001984 0 8192 0 0 0 0 0 32 0 4 0 0 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 128 0 4194304 0 0 32768 207168 32 84984834 32 0 18436 4 0 2048 198688 32
is_linear=0
shrinkage=0.04


Tree=82
num_leaves=31
num_cat=7
split_feature=8 7 12 8 12 2 4 4 2 2 0 17 2 2 2 3 0 4 0 3 2 2 2 12 1 2 1 2 0 2
split_gain=1.70495 1.40187 1.04023 0.742254 0.866055 0.73986 0.838726 0.538622 0.519144 0.504188 0.495109 0.453637 0.399231 0.800752 0.312668 0.262991 0.324536 0.274538 0.220332 0.374968 0.29218 0.28575 0.652794 0.218718 0.298071 0.750352 0.224006 0.215501 0.852432 0.496779
threshold=0 1 2 3 4 19.500000000000004 481.00000000000006 575.00000000000011 22.500000000000004 2.5000000000000004 18.500000000000004 5 80.500000000000014 40.500000000000007 6.5000000000000009 2003.5000000000002 39.07500000000001 3890.0000000000005 39.07500000000001 2000.5000000000002 49.500000000000007 49.500000000000007 81.500000000000014 6 2.5000000000000004 1.5000000000000002 4.5000000000000009 15.500000000000002 36.900000000000006 13.500000000000002
decision_type=9 9 9 9 9 10 10 10 10 8 10 9 10 8 10 10 10 8 10 10 10 10 10 9 10 10 10 10 10 8
left_child=2 23 14 -3 5 6 9 10 -7 -5 -4 12 13 -6 -1 17 -17 -13 21 20 -20 -10 -23 24 -2 -26 -27 29 -29 -12
right_child=1 3 7 4 11 8 -8 -9 18 -11 27 15 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00010557298921509227 9.5553879932955535e-06 1.6536738135234401e-05 4.8252193347226235e-07 -0.00026918032828906829 -0.00029679982279922425 -0.00032557408833668451 -0.00031590620732203174 6.8884006333643923e-05 -3.9728473347337128e-07 1.8004858186939625e-05 -5.8600998479615714e-05 3.124799455743308e-05 -0.00019744921954628278 0.00010531456119048821 2.3068920227620101e-05 -0.00030794620619084421 0.00014137715012837955 6.1205892168341828e-06 -0.0002746497809395671 7.0721331815967595e-05 6.1933245550198994e-05 -2.3274130677588026e-06 -2.3850862779894681e-05 3.582174907830218e-06 -0.00032294515098772042 -2.825434675505725e-08 1.430574422783239e-06 -0.00030741809898842326 -1.6614719251865153e-05 -0.00057334963465332459
leaf_weight=25 74 250 56 30 33 30 26 26 34 216 74 68 41 41 92 37 134 586 41 32 33 25 30 480 25 28 269 27 68 27
leaf_count=25 74 250 56 30 33 30 26 26 34 216 74 68 41 41 92 37 134 586 41 32 33 25 30 480 25 28 269 27 68 27
internal_value=0.000794863 0.00117016 -0.00162562 0.000487633 0.000129834 -0.00120472 0.000175824 -0.00293426 -0.00292035 0.000906883 -0.00360474 0.00084122 -0.00142857 0.000213333 0.00146875 0.00117225 -0.000209302 0.00155115 -0.00214286 -0.000897196 -0.00245333 -0.0036 -0.00535714 0.00246223 0.00163145 0.00113932 0.0017047 -0.00454822 -0.003125 -0.00584314
internal_weight=2958 2563 395 1687 1437 497 272 278 225 246 252 940 115 74 117 825 171 654 195 106 74 89 55 876 396 322 297 196 95 101
internal_count=2958 2563 395 1687 1437 497 272 278 225 246 252 940 115 74 117 825 171 654 195 106 74 89 55 876 396 322 297 196 95 101
cat_boundaries=0 30 47 48 71 72 73 75
cat_threshold=1073741824 2056 0 0 65536 0 0 0 0 0 0 33554432 10240 0 0 0 0 0 33554432 0 2147483776 0 0 8 0 0 64 0 524288 4096 268451843 1 1048576 2097664 32 64 0 139264 33622016 134217760 32 384 0 268435456 67108864 0 1073745936 16925792 0 0 0 0 0 1 0 0 1 0 0 133124 0 0 0 0 0 0 4096 0 256 0 4194304 17015808 3 157024 32
is_linear=0
shrinkage=0.04


Tree=83
num_leaves=31
num_cat=10
split_feature=8 7 8 2 2 7 12 11 5 2 2 8 0 12 2 1 3 3 12 8 4 2 0 0 4 2 0 2 2 0
split_gain=1.78312 1.13656 0.759619 0.643232 0.604056 0.580604 0.608813 0.51423 0.467747 0.386473 0.542198 0.514573 0.37296 0.340119 0.932629 0.330239 0.371543 0.394363 0.330222 0.445972 0.215949 0.412903 0.212671 0.211296 0.21065 0.199408 0.191002 0.209324 0.218035 0.16811
threshold=0 1 2 24.500000000000004 58.500000000000007 3 4 5 5.5000000000000009 4.5000000000000009 5.5000000000000009 6 33.175000000000004 7 19.500000000000004 2.5000000000000004 2015.5000000000002 1990.5000000000002 8 9 3500075000.0000005 13.500000000000002 39.07500000000001 15.500000000000002 3890.0000000000005 1.5000000000000002 12.250000000000002 71.500000000000014 105.50000000000001 23.500000000000004
decision_type=9 9 9 8 10 9 9 9 8 10 10 9 10 9 10 10 8 10 9 9 8 10 10 10 8 10 8 10 10 10
left_child=4 3 -3 -2 12 13 -7 8 -8 25 -11 -12 -1 14 -4 22 17 -17 24 23 -21 -22 -13 -20 -18 -9 -26 -28 -29 -23
right_child=1 2 5 -5 -6 6 7 9 -10 10 11 15 -14 -15 -16 16 18 -19 19 20 21 29 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.00022033344768136569 1.3735543452655297e-05 4.1643875686427919e-05 -2.6498275257871698e-05 -0.00029548603012635342 -0.00050138199686641501 1.9286928252814436e-06 -8.1437183476260186e-06 7.4632146073451584e-06 4.7047142104845671e-05 -0.00012922441744214131 2.7240573059424908e-05 2.6918172980328194e-05 -1.8974873106423811e-05 6.0852157307149829e-06 3.9981889747053855e-06 -3.8825595892306122e-05 6.8663430028282396e-06 5.2097571683922938e-05 1.6818029332285931e-07 -0.00011652426617715695 3.2355624645386838e-05 4.8615393111537305e-06 -7.0216167362058125e-05 2.4309959172207368e-06 -2.4821752716813764e-07 1.747706451897351e-05 -7.0005407913829482e-06 4.9677186129915013e-06 -3.3023553803454733e-05 -0.00012319776376387503
leaf_weight=28 51 478 53 50 39 251 27 148 109 41 101 45 149 277 74 27 40 152 83 28 50 26 26 49 25 122 268 31 25 95
leaf_count=28 51 478 53 50 39 251 27 148 109 41 101 45 149 277 74 27 40 152 83 28 50 26 26 49 25 122 268 31 25 95
internal_value=0.000886494 0.00116106 0.00132382 -0.00282143 -0.00253744 0.000994506 0.00067191 0.00036102 0.00261224 0.000120603 -0.000208445 -3.35819e-05 -0.00164045 0.00235181 0.000492754 -0.000326198 -0.000537778 0.00108889 -0.000943134 1.16961e-05 -0.0011619 -0.000674418 0.00227778 0.00173427 -0.00171 0.00147601 -0.00206857 -0.00179692 0.000421053 -0.00193443
internal_weight=2968 2752 2651 101 216 2173 1769 1518 136 1382 1112 1071 177 404 127 970 899 179 720 331 199 171 71 132 389 270 349 324 56 121
internal_count=2968 2752 2651 101 216 2173 1769 1518 136 1382 1112 1071 177 404 127 970 899 179 720 331 199 171 71 132 389 270 349 324 56 121
cat_boundaries=0 30 48 78 95 97 99 125 126 128 151
cat_threshold=0 2056 4 0 1073815552 0 0 0 0 0 0 0 8192 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 0 0 4096 0 16 0 524288 0 134225920 0 536870912 0 0 0 0 0 0 0 0 128 128 1073741824 0 0 134217728 0 0 262144 2147483648 1 32768 0 4 0 0 0 4096 0 0 0 10240 0 524288 4194304 0 0 1073774592 0 0 0 8192 131075 1 0 2052 0 64 0 268443648 65536 671088672 0 0 0 0 0 0 4112 67125504 2 32768 2147484672 0 0 0 0 2147483648 1 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 16384 16826688 3170 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=84
num_leaves=31
num_cat=11
split_feature=7 8 8 5 11 4 11 3 9 5 4 1 1 9 7 3 3 3 13 3 3 4 8 4 3 6 3 1 1 1
split_gain=1.32245 0.907288 0.622474 0.650214 0.541018 0.600568 0.391908 0.68346 0.379032 0.419162 0.353696 0.462842 0.327219 0.325898 0.282176 0.270493 0.298351 0.219991 0.279936 0.382692 0.369813 0.205126 0.241936 0.177548 0.156671 0.158075 0.145157 0.14328 0.128454 0.120942
threshold=0 1 2 10.500000000000002 3 1557465000.0000002 4 2018.5000000000002 5 1.0000000180025095e-35 4600.0000000000009 5.5000000000000009 4.5000000000000009 6 7 1998.5000000000002 1992.5000000000002 2015.5000000000002 8 2008.5000000000002 2001.5000000000002 1800.0000000000002 9 8.0000000000000018 2008.5000000000002 10 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 3.5000000000000004
decision_type=9 9 9 8 9 10 9 8 9 10 8 8 10 9 9 8 10 10 9 10 10 10 9 10 8 9 10 10 10 8
left_child=14 8 23 10 -5 6 7 -6 21 -10 -4 -12 -8 15 29 16 -14 18 19 20 27 22 -2 -3 -20 -26 -15 -17 -7 -1
right_child=1 2 3 4 5 28 12 -9 9 -11 11 -13 13 26 -16 17 -18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.8909591469028041e-07 1.1508451727995576e-06 -0.00050950367416003695 6.1593792169697289e-05 3.5595512271372857e-05 -3.1827623204664955e-05 -0.00013646939838480655 8.7643752372432694e-05 -6.2847115395578919e-08 -6.4239279354034228e-05 5.8193946518610326e-05 -5.5352980717153857e-05 2.4003374890164329e-05 5.0546228622079868e-07 3.1696857473772179e-05 8.251953203760237e-05 4.2170016400275109e-07 -0.00035330643002442824 -2.2602582470405016e-05 0.00073010120063082438 0.0016486614191295402 -7.8885248763023148e-05 3.6608354343909859e-06 3.0323187544549312e-05 1.1632641782026092e-05 -1.9644884540886829e-05 1.8814131541368313e-05 0.0019518601696764076 -0.00039525723624327851 -0.0012846024972477073 8.3040097346983293e-07
leaf_weight=47 110 85 34 172 29 27 134 220 83 44 118 39 31 107 249 147 29 75 33 27 36 38 218 28 102 150 121 36 28 327
leaf_count=47 110 85 34 172 29 27 134 220 83 44 118 39 31 107 249 147 29 75 33 27 36 38 218 28 102 150 121 36 28 327
internal_value=0.000798633 0.000347751 -7.03682e-05 0.000128957 0.000409302 0.000125093 0.0003036 -0.00109231 0.00184921 -8.69564e-05 -0.0020625 -0.00286076 0.000646776 0.000375419 0.0024164 -8.27177e-05 -0.00262295 0.000171335 0.000458647 -0.000529183 -0.00110909 0.00250398 0.00289362 -0.00280645 0.00128378 0.000980237 0.00164017 -0.000369565 -0.00392857 0.0016
internal_weight=2924 2301 1808 1695 1504 1332 1277 249 493 127 191 157 1028 894 623 666 60 606 531 246 219 366 328 113 285 252 228 183 55 374
internal_count=2924 2301 1808 1695 1504 1332 1277 249 493 127 191 157 1028 894 623 666 60 606 531 246 219 366 328 113 285 252 228 183 55 374
cat_boundaries=0 17 46 73 76 78 80 82 99 100 124 125
cat_threshold=268582913 1 0 2105344 32 64 37748736 139264 0 134217728 0 256 0 268435456 67108864 0 4112 268435456 0 0 0 2147483648 1 262144 0 1 0 0 133124 8192 0 0 0 0 0 4096 0 128 0 4194304 8 0 268435456 0 0 524288 0 2052 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 32768 2148532224 524288 32 65536 0 6160 0 18576 131072 0 0 2097152 0 0 0 131072 0 0 0 256 0 268435456 0 0 16 2 0 0 0 0 2147483648 0 0 0 0 0 0 0 8192 0 0 0 0 0 4096 0 128 0 0 8 194
is_linear=0
shrinkage=0.04


Tree=85
num_leaves=31
num_cat=7
split_feature=8 2 10 11 1 0 2 1 6 9 3 8 9 2 2 3 2 2 3 2 2 3 3 0 0 2 2 0 1 2
split_gain=1.1502 0.613687 0.523215 0.984053 0.772161 0.75301 1.524 1.43291 0.543982 0.670215 0.623429 0.575363 0.460459 0.409577 0.395482 0.366877 0.355542 0.499987 0.296338 0.394553 0.271743 0.416435 0.351349 0.209986 0.285597 0.209484 0.297615 0.304299 0.249711 0.439418
threshold=0 6.5000000000000009 1 2 5.5000000000000009 44.07500000000001 86.500000000000014 5.5000000000000009 3 4 2017.5000000000002 5 6 1.0000000180025095e-35 12.500000000000002 1995.5000000000002 34.500000000000007 72.500000000000014 1962.0000000000002 7.5000000000000009 11.500000000000002 2001.5000000000002 2008.5000000000002 39.07500000000001 35.250000000000007 1.5000000000000002 9.5000000000000018 33.175000000000004 3.5000000000000004 57.500000000000007
decision_type=9 8 9 9 8 8 8 10 9 9 8 9 9 10 8 10 8 10 10 8 10 10 8 10 10 10 10 10 10 10
left_child=1 -1 3 4 8 7 -7 13 9 11 -11 25 20 23 -3 -16 -12 -18 19 -14 21 -10 -22 24 -5 -2 27 -27 29 -28
right_child=2 14 -4 5 -6 6 -8 -9 12 10 16 -13 18 -15 15 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-8.631574676443248e-05 5.9954897778463351e-06 3.3700686806545432e-05 0.00037940568651499029 -8.6804870502753205e-05 6.0122125106251981e-06 5.7249372259029149e-06 -0.0016748596979998928 -0.0005199787959260083 -2.3461938029544178e-05 0.0020523363868908866 -0.00014289499548655684 8.2316426261269723e-06 0.00039189365877205924 9.2100686680340748e-06 -1.2100935956368744e-06 -0.0003418763310074451 4.4646468639618559e-05 -4.5786783680025061e-05 0.0023526014393422312 -6.3894611672853327e-05 -0.00013087929382212259 -0.00018503776689630626 1.8730364436451586e-05 -0.00028848830913684101 0.0060764710739915377 1.4315097572894842e-06 5.3451683087202454e-07 -7.2494465828480784e-05 4.5547581255671865e-07 -1.7954240972361122e-06
leaf_weight=32 31 34 317 27 380 42 27 43 51 31 73 409 42 309 123 38 27 25 104 116 42 27 79 27 27 25 43 25 307 25
leaf_count=32 31 34 317 27 380 42 27 43 51 31 73 409 42 309 123 38 27 25 104 116 42 27 79 27 27 25 43 25 307 25
internal_value=0.000781025 -0.00189916 0.00101189 0.000798316 0.00122157 -0.000764132 -0.00462857 -0.000156682 0.000814565 0.00132171 -0.00105389 0.00175799 -0.000330508 0.000613811 -0.00112245 -0.00195062 -0.00238095 0.000150944 0.000761905 -0.000301887 -0.00173333 -0.00364557 -0.000622951 -0.00190244 -0.000436363 0.000736617 0.000516432 -0.00235294 0.000904255 -0.00127536
internal_weight=2908 227 2681 2364 1862 502 69 433 1482 1021 156 865 461 390 195 161 125 52 262 158 199 78 121 81 54 456 425 50 375 68
internal_count=2908 227 2681 2364 1862 502 69 433 1482 1021 156 865 461 390 195 161 125 52 262 158 199 78 121 81 54 456 425 50 375 68
cat_boundaries=0 27 28 31 32 34 57 59
cat_threshold=0 2056 4 0 1073815552 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 256 0 0 0 0 0 64 256 2147500068 2148533248 524288 282 0 22688 0 0 0 0 0 0 262144 0 0 0 0 2048 10240 0 0 0 0 0 0 0 0 0 16777216 0 18432
is_linear=0
shrinkage=0.04


Tree=86
num_leaves=31
num_cat=10
split_feature=8 8 1 0 0 12 9 12 13 3 0 5 0 3 12 3 3 9 1 12 0 13 1 4 0 3 4 4 0 5
split_gain=1.41777 0.774339 0.583953 0.525148 0.819132 0.542872 0.456473 0.421812 0.423974 0.630396 0.530802 0.566112 0.343906 0.305252 0.302423 0.293247 0.285828 0.280652 0.300305 0.250205 0.292993 0.244561 0.235437 0.222935 0.26278 0.204748 0.200954 0.196362 0.192111 0.159117
threshold=0 1 2.5000000000000004 40.250000000000007 44.07500000000001 2 3 4 5 2000.5000000000002 30.500000000000004 5.5000000000000009 39.07500000000001 2018.5000000000002 6 2016.5000000000002 2006.5000000000002 7 5.5000000000000009 8 47.250000000000007 9 3.5000000000000004 16098220000.000002 39.07500000000001 2011.5000000000002 1800.0000000000002 11633120000.000002 38.57500000000001 2.5000000000000004
decision_type=9 9 10 10 10 9 9 9 9 10 10 8 10 8 9 8 8 9 8 9 10 9 10 8 10 10 10 10 10 8
left_child=15 17 14 5 -5 16 7 21 9 28 22 -12 -13 -8 23 -1 -4 26 -19 20 -6 -7 -10 -3 -25 -14 -2 -16 -9 -17
right_child=1 2 3 4 19 6 13 8 10 -11 11 12 25 -15 27 29 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.4829039300822885e-06 2.1183782250861926e-05 -0.00010891894792152659 0.001343933882196326 -0.00029653602496453892 -0.0002638642090738278 -1.0727942885799285e-07 0.0043839977589700862 -7.3334954493936925e-07 -3.7424596708938907e-07 0.00010605508684776895 3.2336761271146744e-05 -0.00013716962348478846 -7.3426403118878283e-05 4.2002108078147752e-05 4.192794680128394e-05 -6.4127013908270753e-05 1.296293021791983e-06 1.320395833747479e-06 0.00091801991982342864 -6.5986152227755102e-05 2.8804513808663152e-05 3.2464015497678561e-06 1.6014503144712561e-06 0.0029920067853546582 -0.00027449023755963766 0.00033310308450968144 6.9576711681306132e-06 1.1408526355245906e-05 -4.8121797243128437e-05 -0.00030688453244293956
leaf_weight=27 364 29 67 47 47 219 66 49 25 42 34 34 88 130 200 29 540 134 36 146 54 128 148 33 41 28 42 29 62 48
leaf_count=27 364 29 67 47 47 219 66 49 25 42 34 34 88 130 200 29 540 134 36 146 54 128 148 33 41 28 42 29 62 48
internal_value=0.000682171 0.000852071 0.000515455 0.000253709 -0.00130169 0.000529801 -2.63156e-05 -0.000428571 -0.00115163 -0.00285366 -0.000358695 -0.00185946 -0.00291391 0.00166184 0.00206607 -0.00368696 0.00146926 0.00215332 0.000662984 -0.000370968 0.00110714 0.000636872 0.00121839 0.000105263 0.00128 -0.00184615 0.00274341 0.00281667 -0.00460714 -0.00528205
internal_weight=2966 2862 2286 1954 294 1660 1053 857 510 153 357 184 150 196 332 104 607 576 170 247 101 347 173 103 74 116 406 229 111 77
internal_count=2966 2862 2286 1954 294 1660 1053 857 510 153 357 184 150 196 332 104 607 576 170 247 101 347 173 103 74 116 406 229 111 77
cat_boundaries=0 29 59 60 62 64 65 66 68 70 71
cat_threshold=0 8 4 0 1073741824 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 128 1342177296 0 0 0 2147483648 0 262144 2147483648 1 32768 0 4 10240 0 0 0 0 0 4096 8192 0 0 4194304 0 0 268451840 0 0 0 8192 1107008 1 22532 16844832 2 4 99648 0 6272 65538 32 10
is_linear=0
shrinkage=0.04


Tree=87
num_leaves=31
num_cat=7
split_feature=7 7 4 3 1 4 5 0 2 2 12 2 2 7 12 2 2 0 2 2 4 0 2 2 2 9 12 1 2 2
split_gain=1.45569 1.08751 0.983323 0.621655 0.619498 0.624791 0.457012 0.467821 0.444425 0.475307 0.297265 0.699886 0.872864 0.473165 0.42018 0.662272 0.507755 0.437942 0.298124 0.323558 0.302809 0.280619 0.263738 0.252606 0.258175 0.210896 0.196833 0.237871 0.353363 0.193765
threshold=0 1 6670500000.000001 1996.5000000000002 4.5000000000000009 10347970000.000002 4.5000000000000009 36.900000000000006 22.500000000000004 8.5000000000000018 2 38.500000000000007 19.500000000000004 3 4 32.500000000000007 12.500000000000002 39.07500000000001 6.5000000000000009 4.5000000000000009 4.0000000000000009 42.710000000000008 50.500000000000007 36.500000000000007 65.500000000000014 5 6 4.5000000000000009 398.00000000000006 3.5000000000000004
decision_type=9 9 8 10 8 10 8 10 10 8 9 10 10 9 9 10 10 10 8 10 10 10 10 10 10 9 9 10 8 8
left_child=2 -2 -1 -4 8 6 7 -6 9 -3 11 12 21 14 15 17 -16 -12 19 -15 25 -8 29 -10 -25 -20 -27 -28 -29 -9
right_child=1 4 3 -5 5 -7 10 22 23 -11 13 -13 -14 18 16 -17 -18 -19 20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00052458733945221902 4.966625814924415e-05 -6.5663834961628495e-07 3.3905261221310487e-05 -0.00026453155258905549 -4.5728184744028811e-05 -0.00020510770056053848 3.0227274971495682e-06 -1.9335812790204702e-05 2.264289728870179e-06 -0.00010905296098530648 1.1605974978934342e-05 1.8311400194118627e-06 -0.00018403147064341061 8.6219192404191465e-06 -2.7877219169495704e-05 -9.7200122484406808e-07 2.2740476862383065e-06 -1.6198863967184456e-05 1.6265899346106222e-06 -0.00010839758840216489 4.1205584854608905e-05 -0.00066391032043915251 -3.9599509883955714e-05 -3.0251492341191188e-06 1.9956066142784736e-08 4.2678739767138936e-06 0.0046127004514711903 1.6383298890228438e-06 -0.00013185767893156213 1.3304903885995601e-05
leaf_weight=43 352 33 129 54 35 38 188 31 33 34 32 173 78 140 42 50 128 37 124 67 111 26 32 35 38 210 55 370 36 162
leaf_count=43 352 33 129 54 35 38 188 31 33 34 32 173 78 140 42 50 128 37 124 67 111 26 32 35 38 210 55 370 36 162
internal_value=0.000584162 0.000844132 -0.00243038 -0.00123913 0.000524479 0.000710988 0.000802632 -0.000766283 -0.00177011 -0.00429412 0.00102141 0.000126051 -0.00106485 0.00130786 -0.000146667 -0.00187692 0.00110497 0.000514286 0.00168327 0.000326923 0.00201103 0.000260465 -8.84954e-05 -0.000149533 -0.00145946 0.00173367 0.002 0.00144915 0.00114005 0.000474227
internal_weight=2916 2690 226 183 2338 2165 2127 260 173 67 1867 465 292 1402 289 119 170 69 1113 207 906 214 225 106 73 795 671 461 406 193
internal_count=2916 2690 226 183 2338 2165 2127 260 173 67 1867 465 292 1402 289 119 170 69 1113 207 906 214 225 106 73 795 671 461 406 193
cat_boundaries=0 18 35 37 54 55 57 58
cat_threshold=0 144 1048576 524288 0 8192 0 0 33554432 0 8192 0 0 0 0 32 1073741824 128 268582912 1 1107296256 2097664 2 0 0 8192 0 134217760 32 2097408 8388608 268435456 67108864 0 16 10560 2 0 0 536870912 0 0 2 131072 536870912 65536 0 0 0 0 0 0 0 128 84034562 1 24576 84050944
is_linear=0
shrinkage=0.04


Tree=88
num_leaves=31
num_cat=7
split_feature=8 8 9 0 3 8 3 1 2 8 3 1 2 2 5 0 2 2 17 0 2 2 5 8 3 2 2 2 2 0
split_gain=1.64025 0.628601 0.65819 0.705455 0.419683 0.377309 0.367548 0.353856 0.680957 0.272958 0.313437 0.375695 0.351881 0.437541 0.278047 0.265932 0.36425 0.35154 0.255623 0.510489 0.292176 0.255523 0.22251 0.189275 0.25135 0.166181 0.308435 0.205833 0.217294 0.167184
threshold=0 1 2 12.250000000000002 2012.5000000000002 3 2010.5000000000002 5.5000000000000009 1.0000000180025095e-35 4 1994.5000000000002 2.5000000000000004 4.5000000000000009 13.500000000000002 3.5000000000000004 35.600000000000009 47.500000000000007 53.500000000000007 5 40.675000000000004 9.5000000000000018 15.500000000000002 2.5000000000000004 6 2015.5000000000002 49.500000000000007 42.500000000000007 99.000000000000014 147.50000000000003 38.57500000000001
decision_type=9 9 9 10 10 9 8 8 10 9 10 10 8 8 8 10 8 10 9 10 10 10 8 9 8 10 10 10 10 10
left_child=6 -2 3 -3 9 -4 -1 8 -7 14 11 -11 -13 22 -5 16 -9 -18 20 23 -10 -22 -14 24 -20 26 29 -27 -29 -25
right_child=1 2 5 4 -6 7 -8 15 18 10 -12 12 13 -15 -16 -17 17 -19 19 -21 21 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.00058451183273870537 6.3875310978685847e-06 -2.210609559384774e-05 2.2856511423173243e-05 2.2344384510983893e-05 -0.00040936367293800609 -0.00026325749635768052 -7.1118357195587025e-05 1.4397710058386987e-06 -0.00030557070209809284 0.00046327915705895398 0.0016384671458690957 2.6452291052873643e-05 1.1331845567180157e-06 -1.5808079484653131e-05 -7.9232924289772787e-06 0.00015920410730818339 -4.1863773570404933e-05 3.8359013925140842e-07 -1.3277963114454803e-05 -0.00025022304386823667 8.1533421730139885e-05 -2.3402001666691183e-05 -9.7656084354363191e-05 1.0646212835384561e-05 1.111845740761763e-07 2.352027624756832e-05 -7.1865984377237442e-05 -1.6104052624624073e-05 7.4127926643822584e-06 2.2575149401693982e-05
leaf_weight=29 417 25 121 85 45 56 81 89 55 109 55 64 25 240 29 171 34 54 27 68 37 25 69 83 324 88 29 28 77 319
leaf_count=29 417 25 121 85 45 56 81 89 55 109 55 64 25 240 29 171 34 54 27 68 37 25 69 83 324 88 29 28 77 319
internal_value=0.00060561 0.000794684 0.000542179 -0.000443857 -0.000216066 0.000978774 -0.00396694 0.00079746 0.000479869 3.54507e-05 -0.000335078 -0.000653543 -0.00122306 -0.00174328 0.001728 0.0019255 0.000831461 -0.000988764 0.000689061 0.000884251 -0.00103125 0.000761905 -0.00404211 0.00112705 0.000342542 0.00153701 0.00112037 0.00253608 0.00132075 0.00140943
internal_weight=2958 2848 2431 746 721 1685 110 1564 1216 676 562 507 398 334 114 348 177 88 1160 1043 117 62 94 975 351 624 431 193 105 402
internal_count=2958 2848 2431 746 721 1685 110 1564 1216 676 562 507 398 334 114 348 177 88 1160 1043 117 62 94 975 351 624 431 193 105 402
cat_boundaries=0 21 51 53 66 92 93 120
cat_threshold=0 8 0 0 8192 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 2147483648 0 0 2147483648 1 0 0 4 0 512 0 0 0 0 0 8192 128 0 0 0 0 1073741824 0 0 524288 8192 257 28676 1342177280 2048 0 134217728 0 1 0 0 0 0 0 131072 2048 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16384 24 16 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 64
is_linear=0
shrinkage=0.04


Tree=89
num_leaves=31
num_cat=8
split_feature=7 8 7 2 8 11 12 5 0 9 0 4 2 2 2 12 2 3 0 3 2 4 3 0 2 2 2 3 5 2
split_gain=1.72366 1.20813 1.16558 0.610519 0.503629 0.702675 0.691124 0.626957 0.495471 0.328426 0.611273 0.738327 0.552768 0.534012 0.565806 0.327283 0.707711 0.340096 0.336958 0.302359 0.292021 0.275507 0.325008 0.266488 0.25954 0.254041 0.637484 0.252066 0.238099 0.212789
threshold=0 1 2 1.0000000180025095e-35 3 4 5 2.5000000000000004 12.250000000000002 6 36.400000000000006 16829230000.000002 8.5000000000000018 8.5000000000000018 16.500000000000004 7 37.500000000000007 2019.5000000000002 40.250000000000007 1996.5000000000002 12.500000000000002 8.0000000000000018 2003.5000000000002 15.500000000000002 47.500000000000007 54.500000000000007 16.500000000000004 2009.5000000000002 1.0000000180025095e-35 84.500000000000014
decision_type=9 9 9 8 9 9 9 8 8 9 10 8 10 8 8 9 10 8 10 10 10 10 10 8 10 10 10 10 10 10
left_child=-1 27 20 -4 -5 7 -7 -6 -8 21 19 12 -12 -13 -15 24 18 -18 -17 23 -3 22 25 -11 -16 26 28 29 -10 -2
right_child=1 2 3 4 5 6 8 -9 9 10 11 13 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010979143172992094 -0.00015381206973326414 -0.00047712260102628822 -0.00015905188545557253 2.2006602983320619e-05 -1.3254457323223501e-05 1.383790289062352e-06 -2.136567399331286e-06 2.6060685927234484e-05 0.0042165985931577315 2.2946248156115027e-08 -0.00042714092294043031 0.00013242684296592338 -0.00028728499092718109 -2.7275047033284181e-05 6.9617919450578155e-05 -1.9715002465131144e-05 -6.1619974493905608e-05 3.162468186874889e-05 -0.00049108347175298164 -6.6887195941782841e-06 -6.6816987846511262e-05 5.7196374602097442e-05 0.0043734959384532637 2.7835834154462428e-06 -5.3438145261331535e-06 5.1334796560019815e-05 -0.00034352243803890606 -0.00031759034350411992 -2.4000510471817995e-05 3.4518342123261054e-05
leaf_weight=320 67 55 26 294 38 631 70 290 51 133 26 100 45 70 67 37 31 44 25 29 60 53 38 162 47 34 32 25 25 32
leaf_count=320 67 55 26 294 38 631 70 290 51 133 26 100 45 70 67 37 31 44 25 29 60 53 38 162 47 34 32 25 25 32
internal_value=0.000901961 0.000554381 0.000749604 0.00094313 0.00101475 0.000781235 0.000454287 0.00245428 -0.000145133 7.23811e-05 -0.000309552 -0.00120081 -0.00494444 -0.000559242 -0.00135404 -0.000460317 -0.0017027 0.000789474 -0.00495238 0.00103385 -0.00301587 0.00136066 0.000662984 0.00141892 0.001088 -0.000223776 -0.00117431 -0.00314074 0.000831169 -0.00244
internal_weight=2957 2637 2513 2398 2372 2078 1750 328 1119 1049 816 492 71 421 321 251 137 75 62 324 115 233 180 295 114 142 108 124 76 99
internal_count=2957 2637 2513 2398 2372 2078 1750 328 1119 1049 816 492 71 421 321 251 137 75 62 324 115 233 180 295 114 142 108 124 76 99
cat_boundaries=0 18 47 65 89 92 94 96 97
cat_threshold=268451843 33 33554432 0 65536 0 4194304 4202496 0 536870912 32 2097216 0 268435456 0 0 4096 33280 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 0 524288 0 0 0 524288 0 134217728 0 536870912 0 0 8192 0 0 0 0 32 128 128 268435456 0 4 0 65536 0 262144 0 1 0 0 4 10240 0 0 0 0 0 0 0 0 0 0 8 2147500032 2148533760 524288 68306176 34 0 4272 32770
is_linear=0
shrinkage=0.04


Tree=90
num_leaves=31
num_cat=14
split_feature=7 8 7 12 8 5 12 9 4 8 9 3 8 4 4 1 3 4 5 4 12 1 8 1 6 3 12 3 5 1
split_gain=1.29776 0.828479 0.7528 0.543895 0.506806 0.638112 0.483646 0.780661 0.785478 0.578808 0.414844 0.5549 0.348439 0.297215 0.28459 0.307071 0.275259 0.251293 0.24384 0.236785 0.227996 0.216403 0.463023 0.355885 0.194607 0.370276 0.15003 0.11817 0.114493 0.0798425
threshold=0 1 2 3 4 2.5000000000000004 5 6 6050.0000000000009 7 8 2016.5000000000002 9 1.0000000180025095e-35 12415638000.000002 5.5000000000000009 2013.5000000000002 33.000000000000007 9.0000000000000018 141.00000000000003 10 3.5000000000000004 11 4.5000000000000009 12 1962.0000000000002 13 2010.5000000000002 2.5000000000000004 5.5000000000000009
decision_type=9 9 9 9 9 8 9 9 8 9 9 8 9 10 8 8 8 10 8 10 9 8 9 10 9 10 9 8 8 10
left_child=3 -2 14 13 5 -4 7 8 -6 16 20 -12 19 -1 -3 -16 -8 28 -10 -9 27 -18 -23 -24 26 -26 -14 -11 -13 -25
right_child=1 2 4 -5 6 -7 9 12 18 10 11 17 24 -15 15 -17 21 -19 -20 -21 -22 22 23 29 25 -27 -28 -29 -30 -31
leaf_value=-2.4330221718469667e-05 3.379054994515477e-05 -0.00033629712206299989 3.0960422019049659e-05 1.9069902217174786e-05 -6.7133997415681822e-05 -0.00014555600156809318 -3.4841203860081465e-05 2.5832539954904803e-06 2.1276501987954982e-05 8.6183838286174794e-05 0.0015557171895281025 3.2734727888010628e-06 8.9678139666855823e-07 1.1701684469579097e-05 -0.00026539415569549845 0.0003522658582452998 -3.2485252247598084e-07 4.5866072053590421e-05 -2.8853557254311678e-05 -3.9775042106488792e-05 2.7186125417210864e-05 1.3289952373790836e-07 0.00027724114965225555 -1.1085676881169473e-06 -1.2853594919318197e-05 0.00016911550224277375 3.2846298976121009e-06 -5.3139921322143003e-06 -0.00026041091359817485 -0.00031158874820400728
leaf_weight=89 228 25 29 361 33 76 25 91 101 26 45 27 108 26 50 29 60 30 76 25 219 188 34 34 161 142 316 95 97 36
leaf_count=89 228 25 29 361 33 76 25 91 101 26 45 27 108 26 50 29 60 30 76 25 219 188 34 34 161 142 316 95 97 36
internal_value=0.000793618 0.000407116 0.000160804 0.00267762 0.000333813 -0.00224138 0.000482828 0.00106391 -0.00108597 -0.00018986 0.000647273 -0.000780952 0.00160656 0.00015873 -0.0029913 -0.00205 -0.00137113 -0.00196129 -6.74156e-05 -0.000440945 0.00148148 -0.00111048 -0.00065529 -0.00264348 0.00193496 0.00105732 0.00251954 3.03032e-05 -0.002752 -0.00450704
internal_weight=2882 2406 2178 476 2074 105 1969 1053 210 916 539 199 843 115 104 79 377 154 177 116 340 352 292 104 727 303 424 121 124 70
internal_count=2882 2406 2178 476 2074 105 1969 1053 210 916 539 199 843 115 104 79 377 154 177 116 340 352 292 104 727 303 424 121 124 70
cat_boundaries=0 18 48 66 67 94 95 97 120 122 143 145 168 169 170
cat_threshold=268566529 1 1074012160 264196 65570 64 0 8192 0 8192 32800 320 16 268435456 0 0 16 256 0 0 0 0 0 0 0 2147483648 0 0 0 131076 0 0 0 0 0 0 0 8192 0 524288 4194304 0 0 16384 0 0 524288 8192 0 0 1048576 524288 0 0 0 0 0 0 8192 0 128 0 0 32 128 128 98336 0 2048 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 0 0 0 8 0 0 64 68339778 256 20480 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 16777216 0 26624 0 0 0 0 0 0 262144 0 0 32768 0 0 10240 512 0 0 0 0 0 0 128 16785664 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 282 67272704
is_linear=0
shrinkage=0.04


Tree=91
num_leaves=31
num_cat=12
split_feature=7 8 12 8 7 12 3 1 8 5 1 0 12 9 4 1 1 7 12 0 1 3 0 1 0 3 3 3 4 9
split_gain=1.4218 0.996027 0.72056 0.694456 0.557558 0.474794 0.367877 0.283384 0.342595 0.339832 0.277466 0.271752 0.219123 0.214549 0.456483 0.206726 0.187598 0.187541 0.21521 0.243549 0.162511 0.268624 0.197257 0.247407 0.157796 0.144076 0.17647 0.305754 0.17028 0.234962
threshold=0 1 2 3 4 5 2004.5000000000002 2.5000000000000004 6 1.5000000000000002 3.5000000000000004 31.500000000000004 7 8 16829230000.000002 5.5000000000000009 5.5000000000000009 9 10 29.500000000000004 5.5000000000000009 2009.5000000000002 39.07500000000001 4.5000000000000009 39.07500000000001 2001.5000000000002 2017.5000000000002 2020.5000000000002 7650.0000000000009 11
decision_type=9 9 9 9 9 9 8 10 9 8 10 10 9 9 8 8 8 9 9 10 10 10 10 10 10 10 10 10 8 9
left_child=2 11 3 -1 10 6 -6 -7 -9 -10 -3 -2 -11 20 -15 24 17 18 19 -4 21 22 23 -8 -16 28 -27 -28 -14 -30
right_child=1 4 16 -5 5 7 13 8 9 12 -12 -13 25 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-8.1886505914778551e-08 -5.8554493262740327e-05 3.2740925893206463e-06 1.4433249627279589e-06 6.4145120920853407e-06 0.000110383436308873 0.0001760560634533457 -2.5499608113630169e-05 0.00022390285789131024 -1.1360227354299537e-05 1.1599565449614427e-05 -2.5657864970454191e-05 -0.00016317323858124172 5.3242799870779504e-05 -0.00012365192301997183 -3.6449390166128297e-05 0.00050515570164967789 8.1523281037600501e-06 1.2486718830369791e-05 1.7650916870337385e-06 -1.4761685657732345e-06 -0.00043832740046525494 2.5907565036740647e-05 -7.3685222169221371e-05 2.1391323449264513e-05 2.2012667992646452e-05 -8.6111909690540916e-05 7.7848668190159227e-05 -6.2267372893739885e-05 -8.3788661184064518e-06 1.3774196470591954e-05
leaf_weight=160 29 33 62 240 56 99 29 108 101 211 141 88 48 36 25 36 212 193 194 66 33 36 81 27 62 101 31 27 112 276
leaf_count=160 29 33 62 240 56 99 29 108 101 211 141 88 48 36 25 36 212 193 194 66 33 36 81 27 62 101 31 27 112 276
internal_value=0.000884225 0.000187262 0.00199297 0.000583942 0.000439535 0.00068564 -0.000453704 0.00111644 0.000925197 0.000640523 -0.00164324 -0.00321875 0.000921933 -0.000928962 0.000211765 0.0013871 0.00274797 0.00236434 0.00158559 0.000230216 -0.00173272 -0.00131034 -0.00211594 -0.000280702 0.000318182 0.00049505 -0.000525 0.00122034 0.000878719 0.000596401
internal_weight=2953 1826 1127 400 1709 1535 421 1114 1015 907 174 117 806 365 159 123 727 515 322 128 206 173 137 56 87 595 159 58 436 388
internal_count=2953 1826 1127 400 1709 1535 421 1114 1015 907 174 117 806 365 159 123 727 515 322 128 206 173 137 56 87 595 159 58 436 388
cat_boundaries=0 18 47 49 72 90 92 107 108 110 127 128 130
cat_threshold=268435459 1 1610620928 2359812 34 0 131072 4333568 0 134225920 32 2097408 0 268435456 67108864 0 1073745936 768 0 2048 0 0 1073741824 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 4194304 0 0 0 64 0 524288 17006592 32 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 8192 0 0 65536 0 8192 0 0 0 0 32 128 128 17834080 2 0 8 0 0 0 0 0 2147483648 0 0 0 4 0 0 268435456 215040 0 2052 2 0 0 2097152 0 0 131072 131072 0 0 0 0 0 0 0 0 1073745936 2306 0 4148
is_linear=0
shrinkage=0.04


Tree=92
num_leaves=31
num_cat=13
split_feature=7 7 12 12 11 0 9 5 1 11 5 9 12 0 6 3 3 3 12 0 0 6 5 0 1 3 0 0 6 1
split_gain=1.70699 0.979486 0.928549 0.90382 0.872128 1.06049 0.367636 0.365512 0.289075 0.358847 0.320099 0.281972 0.478385 0.401463 0.373477 0.275867 0.265199 0.235305 0.230953 0.39825 0.22125 0.232679 0.304623 0.21422 0.174683 0.206774 0.292857 0.297228 0.138746 0.169986
threshold=0 1 2 3 4 27.750000000000004 5 1.0000000180025095e-35 4.5000000000000009 6 2.5000000000000004 7 8 40.250000000000007 9 2024.5000000000002 2017.5000000000002 1975.5000000000002 10 35.600000000000009 24.500000000000004 11 3.5000000000000004 43.675000000000004 5.5000000000000009 2004.5000000000002 39.07500000000001 29.500000000000004 12 3.5000000000000004
decision_type=9 9 9 9 9 10 9 10 8 9 8 9 9 10 9 8 8 10 9 10 8 9 8 8 10 10 10 10 9 10
left_child=18 3 6 7 17 -6 -3 -2 -4 10 -10 20 13 15 16 -13 -14 -5 19 -1 -11 -22 -23 24 25 26 27 -16 -8 -30
right_child=1 2 8 4 5 -7 28 -9 9 11 -12 12 14 -15 23 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.8572225646950313e-06 2.6278705188057415e-05 8.3044171909867199e-07 -8.4616058353336902e-07 -4.0937926987507948e-06 -1.517390519206681e-06 -0.00050340932457698857 1.6015245648630148e-05 -3.1489171116409998e-05 -4.4515811544783287e-06 -1.9456812056541007e-05 2.549242040547282e-05 5.9519625957094037e-05 -2.5976169466345769e-05 -0.0013148758795904559 -8.0921254357327189e-07 5.4076541712032345e-07 2.1778387494621304e-05 2.9241030947405835e-05 1.4871109980513153e-05 0.00064583302319461372 3.5121890230952267e-05 -3.7129913080295417e-05 0.00025723900368281342 2.2969712998532367e-05 2.1387295678550139e-06 2.0952759162738609e-05 -7.8526278362980127e-05 0.0065606556854060699 1.3925909417912945e-06 2.6160725373171834e-06
leaf_weight=49 142 103 69 74 44 81 122 35 28 25 126 53 39 25 73 234 106 32 447 76 118 26 89 40 43 49 143 26 47 379
leaf_count=49 142 103 69 74 44 81 122 35 28 25 126 53 39 25 73 234 106 32 447 76 118 26 89 40 43 49 143 26 47 379
internal_value=0.000887228 0.000404702 0.000776089 -0.00135561 -0.00295868 -0.00514706 0.002 0.000787234 0.000157219 0.000299036 0.00203636 3.27274e-05 -0.000327791 0.000891641 -0.00106415 0.00134722 0.000641026 -0.000136752 0.00282676 0.00102941 0.00115985 0.00158974 0.00015873 -0.00172468 -0.00210149 -0.00245205 -0.00293004 -0.00124 0.0024186 0.00280092
internal_weight=2943 2371 1963 408 231 125 651 177 1312 1243 154 1089 831 312 519 287 145 106 572 125 258 233 115 374 334 291 242 99 548 426
internal_count=2943 2371 1963 408 231 125 651 177 1312 1243 154 1089 831 312 519 287 145 106 572 125 258 233 115 374 334 291 242 99 548 426
cat_boundaries=0 17 35 36 37 40 42 45 47 49 50 51 52 53
cat_threshold=268451841 268435489 1107296256 0 589858 0 0 268443648 65536 134217728 32 384 16 0 67108864 0 1073745920 2 144 603979776 526336 0 134225920 0 0 33556480 0 8192 0 128 0 0 32 0 128 68339968 1122562 49156 0 524288 1 8212 32768 2147484672 524288 1073741825 4228 9248 34 336 27904 392 84
is_linear=0
shrinkage=0.04


Tree=93
num_leaves=31
num_cat=14
split_feature=8 3 8 14 11 12 0 0 1 12 0 13 12 1 12 12 0 3 12 3 18 5 0 0 0 13 0 12 0 5
split_gain=1.01364 0.817815 0.769259 0.474007 0.604632 1.02727 0.51915 0.556283 0.30082 0.269869 0.580685 0.308079 0.30398 0.304513 0.267971 0.267122 0.34418 0.263046 0.256493 0.252452 0.243522 0.2198 0.21527 0.344903 0.190835 0.189305 0.132025 0.130312 0.113523 0.107842
threshold=0 1992.5000000000002 1 2 3 4 38.57500000000001 9.5000000000000018 4.5000000000000009 5 39.07500000000001 6 7 5.5000000000000009 8 9 15.500000000000002 2015.5000000000002 10 2021.5000000000002 11 3.5000000000000004 16.750000000000004 23.500000000000004 39.07500000000001 12 33.175000000000004 13 42.250000000000007 3.5000000000000004
decision_type=9 10 9 9 9 9 10 8 10 9 10 9 9 8 9 9 10 8 9 8 9 8 10 10 10 9 10 9 10 8
left_child=1 -1 15 -4 9 8 7 -7 -6 10 -5 12 21 26 22 16 -2 -8 24 28 -18 -11 -9 -24 -10 29 -14 -13 -12 -21
right_child=2 -3 3 4 5 6 17 14 18 11 19 27 13 -15 -16 -17 20 -19 -20 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.4138326168087459e-06 -3.9922030183529165e-06 -0.00038616894511933386 0.00038991617258846102 -5.0115029615017663e-05 3.1986489865623335e-06 -8.125029101511002e-06 1.056732256961043e-06 -2.1112390118107763e-09 2.1042626384554646e-06 2.9624866350840984e-06 0.00072277651493148803 2.4986668028606076e-05 -5.7043600262479916e-07 2.1666358593310562e-05 4.5917032541275329e-07 6.8563996139693228e-06 -0.00011308094078790413 -0.00048327294637068259 -4.0711597840239743e-07 8.3375734034529811e-06 9.1524806425986989e-06 1.7694179272095694e-05 -5.119478504601134e-06 -0.00025611123246667758 1.2299322935647726e-05 -1.3139391033357987e-05 -9.1672417965877637e-07 1.2398207209462346e-05 -4.317364696493938e-05 2.9132708431953647e-06
leaf_weight=73 26 46 123 51 131 37 26 76 75 25 160 112 26 53 131 463 37 91 192 65 101 83 25 40 70 130 159 166 26 135
leaf_count=73 26 46 123 51 131 37 26 76 75 25 160 112 26 53 131 463 37 91 192 65 101 83 25 40 70 130 159 166 26 135
internal_value=0.000668697 -0.0028 0.000822207 0.000465074 0.000314886 -0.000468508 -0.00186728 -0.00104516 0.000818372 0.00090183 0.000256056 0.00147402 0.000627451 -0.000192771 -0.000410256 0.00205016 0.000548572 -0.00416949 0.000201184 0.000665377 0.0013813 0.00228571 -0.00155263 -0.00333333 0.00141026 1.48561e-10 -0.000967742 0.00246367 0.00183957 0.000758294
internal_weight=2954 119 2835 2208 2085 894 426 309 468 1191 567 624 346 238 272 627 164 117 337 516 138 108 141 65 145 330 185 278 186 200
internal_count=2954 119 2835 2208 2085 894 426 309 468 1191 567 624 346 238 272 627 164 117 337 516 138 108 141 65 145 330 185 278 186 200
cat_boundaries=0 27 57 58 61 63 64 65 67 68 69 70 71 72 73
cat_threshold=0 2056 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 64 0 0 0 0 0 1 0 2147483648 1 0 0 4 10240 512 268435456 0 0 0 0 8192 384 524288 4194304 0 0 0 0 0 0 8192 161 49156 2148532736 524288 1230850 34 16813058 2 68288768 2 16843840 245760 18434 4 10 1073216
is_linear=0
shrinkage=0.04


Tree=94
num_leaves=31
num_cat=10
split_feature=7 7 8 2 11 12 6 2 12 0 2 12 2 12 2 2 2 2 3 0 2 2 12 2 0 0 2 2 0 2
split_gain=1.23713 0.932971 0.697133 0.611142 0.525024 0.499177 0.483399 0.558263 0.526494 0.476597 0.439517 0.400174 0.706664 0.380959 0.510584 0.71435 0.362372 0.343938 0.492704 0.312814 0.681722 0.267215 0.2567 0.284756 0.191743 0.36127 0.188778 0.183064 0.347316 0.166653
threshold=0 1 2 15.500000000000002 3 4 5 22.500000000000004 6 9.5000000000000018 57.500000000000007 7 10.500000000000002 8 74.500000000000014 42.500000000000007 24.500000000000004 40.500000000000007 2003.5000000000002 39.07500000000001 9.5000000000000018 103.50000000000001 9 33.500000000000007 16.750000000000004 39.07500000000001 10.500000000000002 28.500000000000004 39.07500000000001 3.5000000000000004
decision_type=9 9 9 8 9 9 9 8 9 10 10 9 8 9 10 8 8 8 8 10 10 10 9 10 10 10 10 10 10 10
left_child=11 16 22 5 -5 19 7 -6 -8 10 -9 12 -1 -11 15 -15 -2 27 -19 -4 -21 -20 23 26 -17 -26 29 28 -10 -3
right_child=1 2 3 4 6 -7 8 9 17 13 -12 -13 -14 14 -16 24 -18 18 21 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00010653867462348211 -0.00010342940917279793 0.00037867050178871312 1.5026990149146516e-06 1.9474700365665328e-05 -2.3609636136327192e-05 6.6074686633534357e-06 2.6376268221026484e-05 3.0994555707202742e-07 -0.00026117490987807407 1.8656242589427622e-06 -1.796607611495988e-06 9.1934517954332335e-06 3.4280202023732284e-06 1.1062936690934467e-06 3.7043678373490735e-06 -2.6827431491702104e-07 -0.00010882658615948101 5.7552840879081311e-05 -4.5128184001996276e-05 -0.0001923514729009325 5.4012741765030201e-05 -0.00045275364908728204 5.3267381617291244e-05 -1.7041490800617055e-05 2.8719133170187879e-07 -0.00043828787516996589 0.00013970378628654217 -0.00013559975202766302 -1.3390776313738486e-05 -7.9880831650112031e-05
leaf_weight=32 63 26 58 108 96 573 114 33 25 260 26 415 91 74 69 32 54 36 101 44 34 50 234 29 37 41 36 38 66 26
leaf_count=32 63 26 58 108 96 573 114 33 25 260 26 415 91 74 69 32 54 36 101 44 34 50 234 29 37 41 36 38 66 26
internal_value=0.000822724 0.000422724 0.000607817 0.000301142 -0.000245236 0.0012338 -0.000512173 0.000164949 -0.00154195 0.000642234 -0.00273333 0.00253552 0.00038806 0.00103502 -0.00010606 -0.00121081 -0.00290625 -0.00237309 -0.00134043 -0.00092517 -0.00263291 -0.00234211 0.00222099 0.00053125 -0.00324324 -0.00212658 0.00170787 -0.00403077 -0.003 0.000150944
internal_weight=2921 2383 2266 1915 1206 709 1098 668 430 572 59 538 123 513 253 184 117 316 187 136 78 151 351 117 110 78 88 129 91 52
internal_count=2921 2383 2266 1915 1206 709 1098 668 430 572 59 538 123 513 253 184 117 316 187 136 78 151 351 117 110 78 88 129 91 52
cat_boundaries=0 18 36 65 67 69 70 71 72 74 75
cat_threshold=268435459 268435505 262144 8708 2 0 0 8192 65536 134225920 32 0 0 268435456 67108864 0 16 32768 0 0 0 2621440 0 134225920 0 536870912 0 0 0 0 0 0 0 32 128 128 1073741840 0 0 0 0 1 0 2147483648 1 0 0 4 10240 1048576 0 4096 0 0 0 8192 0 0 4194304 0 0 32768 0 0 524288 49152 2147483648 133216 2 30 67338240 49216 68208674 32 1149184
is_linear=0
shrinkage=0.04


Tree=95
num_leaves=31
num_cat=12
split_feature=7 7 15 11 7 12 12 6 13 17 0 0 3 3 1 0 0 1 1 9 12 1 0 3 0 0 4 3 0 0
split_gain=1.69279 1.23173 0.836234 0.452939 0.526164 0.883017 0.408126 0.348556 0.319911 0.311889 0.385805 0.314705 0.30112 0.286883 0.308789 0.363867 0.30931 0.275858 0.27444 0.283955 0.271178 0.343891 0.449995 0.20216 0.199734 0.191612 0.186773 0.183138 0.181888 0.310325
threshold=0 1 2 3 4 5 6 7 8 9 39.07500000000001 40.250000000000007 2023.5000000000002 2019.5000000000002 4.5000000000000009 30.500000000000004 16.750000000000004 2.5000000000000004 5.5000000000000009 10 11 5.5000000000000009 18.500000000000004 1988.5000000000002 22.250000000000004 44.07500000000001 775.00000000000011 2004.5000000000002 35.250000000000007 30.500000000000004
decision_type=9 9 9 9 9 9 9 9 9 9 10 8 8 8 10 10 10 10 8 9 9 10 10 10 10 10 10 10 10 10
left_child=-1 26 -3 25 5 -5 9 28 -9 11 13 -6 -10 -11 -15 16 -16 -14 19 23 21 22 -7 -12 -18 27 -2 -4 29 -8
right_child=1 2 3 4 6 20 7 8 12 10 18 -13 17 14 15 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.0099948196558752e-05 -0.00010260944924088683 -0.00042358964214445316 1.6611062810082369e-05 1.9591760244471691e-06 -9.1405314802202735e-05 -6.9843346388336579e-07 6.0139246315356437e-07 -6.3253355284785545e-05 0.00094265877706084273 -0.00020684355739623568 1.3346985588354923e-05 1.1570231220349495e-05 6.5182486736692713e-05 4.2739423687854742e-06 -2.1014696620468024e-07 -0.00048521783874757289 6.6368789052199727e-06 -4.5485385121832586e-05 0.00014424412324474804 0.0018509616834059953 -1.5131001184211249e-07 -0.00040972543590607827 1.3685544914534393e-06 -3.0314295809397988e-05 -2.4552654572423931e-05 -1.6618048045684312e-05 -0.00056590578633926737 1.0480685410725292e-05 6.4494805430265e-05 -9.8664178565860302e-05
leaf_weight=310 75 129 290 120 71 32 272 102 53 28 159 32 39 53 74 25 34 68 78 116 177 32 52 106 25 48 25 40 266 32
leaf_count=310 75 129 290 120 71 32 272 102 53 28 159 32 39 53 74 25 34 68 78 116 177 32 52 106 25 48 25 40 266 32
internal_value=0.000867746 0.00053003 0.000706708 0.000877208 0.000633933 -0.000632075 0.000956205 0.00157533 0.000322344 0.000300493 0.000609309 -0.00164912 0.00140351 -0.000683333 -0.000169811 -0.0010566 -0.000208955 0.000259259 0.00129565 0.000848168 -0.00180263 -0.00327559 -0.00216471 7.24639e-05 0.00193333 0.00213882 -0.0036036 0.00253776 0.00213425 0.00149508
internal_weight=2963 2653 2553 2424 2046 413 1633 832 262 801 698 103 160 239 211 158 133 107 459 381 293 116 84 265 59 378 100 330 570 304
internal_count=2963 2653 2553 2424 2046 413 1633 832 262 801 698 103 160 239 211 158 133 107 459 381 293 116 84 265 59 378 100 330 570 304
cat_boundaries=0 17 35 36 39 52 53 54 55 56 57 59 61
cat_threshold=268435457 33 1073741824 262656 524320 0 4194304 8192 0 134225920 32800 256 0 0 67108864 0 16 0 16 0 0 0 134225920 0 0 0 0 8192 0 0 0 0 32 128 128 142606336 32768 2148074496 524289 131072 268435584 0 2052 0 0 131072 536870912 33554432 0 0 0 16 68200448 1122370 282 12 35 0 22544 16909312 32
is_linear=0
shrinkage=0.04


Tree=96
num_leaves=31
num_cat=10
split_feature=7 8 3 2 7 6 0 0 1 12 2 0 12 3 0 2 12 8 2 12 12 0 2 2 2 2 5 2 4 2
split_gain=1.3148 1.31166 1.28917 0.858372 0.826046 0.714911 0.947687 0.631652 0.567223 0.552908 1.25478 0.529906 0.517517 0.807737 0.395696 0.754727 0.345198 0.460478 0.350161 0.494434 0.323575 0.285295 0.22734 0.224273 0.196013 0.503323 0.192187 0.184205 0.17686 0.203195
threshold=0 1 1992.5000000000002 28.500000000000004 2 3 33.175000000000004 39.07500000000001 5.5000000000000009 4 6.5000000000000009 42.710000000000008 5 2002.5000000000002 38.57500000000001 17.500000000000004 6 7 220.50000000000003 8 9 15.500000000000002 16.500000000000004 32.500000000000007 28.500000000000004 17.500000000000004 1.0000000180025095e-35 28480.000000000004 1732015000.0000002 28.500000000000004
decision_type=9 9 10 10 9 9 10 10 8 9 10 10 9 10 10 8 9 9 8 9 9 8 10 10 10 10 10 8 10 10
left_child=9 2 7 -4 27 16 -7 -2 12 10 -1 14 13 -8 15 -11 -6 18 19 21 28 23 -16 -18 25 -19 -9 -3 29 -14
right_child=1 4 3 -5 5 6 8 26 -10 11 -12 -13 20 -15 22 -17 17 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026466993719446617 -0.00022355316514197218 0.00019572713473635175 -0.0001640657969364501 -0.00026314878531518777 2.9167253017549661e-06 -0.00023945707809418148 -0.00015545987143525955 -9.3032895929265486e-08 9.1192853129462383e-05 5.5610769676451977e-06 9.8833633988086612e-06 -0.00051838225866013819 4.6688139877470264e-06 0.0013770768700220718 -8.7345978019396397e-05 -0.0004186652052085004 -6.8654333318628391e-07 1.4513037195955014e-05 -2.7469458862547369e-05 7.5347339981822084e-07 0.0001116914837785204 3.1616005008865588e-07 6.8433131575145731e-05 -3.7792446418118573e-07 1.7103231915077815e-05 -0.00011472323158166298 2.4171808958396018e-05 0.00035751968876946935 0.0001346417625353325 -6.7141927792931471e-05
leaf_weight=30 43 293 32 27 638 40 74 74 173 27 99 30 169 30 42 45 33 152 29 205 103 66 58 38 128 43 81 58 29 59
leaf_count=30 43 293 32 27 638 40 74 74 173 27 99 30 169 30 42 45 33 152 29 205 103 66 58 38 128 43 81 58 29 59
internal_value=0.00083825 0.00113699 -0.00153731 -0.00673333 0.00143399 0.00110693 4.06978e-05 -4.02009e-05 0.000420063 -0.00150877 0.000542857 -0.00277934 -0.000309677 -0.00264348 -0.00203468 -0.00427397 0.00164408 0.000987234 1.04713e-05 0.000373178 0.000431267 -0.00143243 -0.000396039 -0.00327778 0.00207186 0.00132653 0.00115385 0.00321547 -0.000343283 -0.000733624
internal_weight=2948 2617 257 59 2360 2009 677 198 637 331 129 202 464 104 172 72 1332 694 371 342 360 137 100 71 323 195 155 351 257 228
internal_count=2948 2617 257 59 2360 2009 677 198 637 331 129 202 464 104 172 72 1332 694 371 342 360 137 100 71 323 195 155 351 257 228
cat_boundaries=0 18 48 66 67 68 70 71 100 102 103
cat_threshold=0 144 537919488 526340 0 134217728 0 536870912 0 0 8192 0 0 0 0 32 128 128 0 8 0 0 2147483648 0 262144 0 0 0 0 0 8192 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 0 4096 268435458 1 33554432 2105344 0 2 0 8192 2048 134217728 32800 0 0 0 0 0 4112 256 282 1089856 26912 32 17845346 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 4096 0 0 0 0 128 0 16777216 0 0 0 0 0 524288 67239936 32 98306
is_linear=0
shrinkage=0.04


Tree=97
num_leaves=31
num_cat=7
split_feature=8 7 7 8 1 5 3 3 2 7 14 2 9 2 2 2 4 2 2 2 0 2 2 1 2 0 0 0 2 2
split_gain=1.26038 1.10634 0.63877 0.512998 0.563883 0.478077 0.437456 0.394401 0.385889 0.37073 0.442445 0.385933 0.398132 0.382641 0.612808 0.317379 0.284714 0.274664 0.256778 0.240848 0.460424 0.327308 0.308976 0.228096 0.222199 0.214584 0.181699 0.180937 0.353009 0.442299
threshold=0 1 2 3 5.5000000000000009 9.0000000000000018 2009.5000000000002 2005.5000000000002 151.50000000000003 4 5 14.500000000000002 6 9.5000000000000018 7.5000000000000009 1.5000000000000002 8048725000.000001 72.500000000000014 94.500000000000014 39.500000000000007 18.500000000000004 49.500000000000007 17.500000000000004 5.5000000000000009 1.0000000180025095e-35 22.250000000000004 39.07500000000001 36.400000000000006 55.500000000000007 84.500000000000014
decision_type=9 9 9 9 8 8 10 10 8 9 9 8 9 10 10 10 10 10 10 10 10 10 8 8 10 10 10 10 8 10
left_child=6 24 5 -4 7 -3 23 9 -7 25 -11 13 -13 14 15 -12 27 19 -19 22 -21 -22 -14 26 -2 -5 -1 28 -6 -30
right_child=1 2 3 4 16 8 -8 -9 -10 10 11 12 17 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.1797920375083873e-05 6.0167792074299326e-05 0.0001543220953530258 5.4357941824103671e-06 5.7863897396434056e-08 3.0329666168777896e-06 -1.7076775284921447e-05 -0.00024755122204922638 2.0070434580604551e-05 -0.000191928939007427 6.8853901253760003e-06 -8.3015789712476379e-05 7.884942141758036e-06 -0.00020244026901978699 1.6154496048595363e-05 -0.0001669021718625315 9.3412766345994431e-06 -0.00014738267513606063 3.9755072091978251e-06 -4.8462493584505676e-05 -6.3963464330174678e-07 -0.00041789226151413159 7.907683583297938e-05 -5.2522900726326603e-05 -2.1315482337322117e-05 3.3270889555754969e-05 2.351617938715983e-05 3.7205390742916532e-09 0.00013203166350012519 -7.2495790088381834e-05 6.8580753250865623e-06
leaf_weight=32 58 25 333 144 119 49 25 224 31 102 34 117 28 97 45 134 25 32 39 41 26 28 187 45 404 80 137 211 70 25
leaf_count=32 58 25 333 144 119 49 25 224 31 102 34 117 28 97 45 134 25 32 39 41 26 28 187 45 404 80 137 211 70 25
internal_value=0.000796472 0.00104156 0.000666371 0.000819703 0.000545355 -0.00224138 -0.001936 0.00014128 -0.00395062 -0.000162114 -0.000521172 -0.000840049 -0.00153908 0.000257235 -0.000691589 0.000426036 0.00177384 -0.00213265 5.55557e-05 -0.00270096 -0.004375 -0.00189091 -0.00194444 -0.00141395 0.00280761 0.00125957 -0.000729412 0.00201878 0.0011907 -0.000625
internal_weight=2947 2708 2246 2141 1808 105 239 1358 80 1134 910 808 498 310 213 168 450 381 71 310 95 54 215 214 462 224 169 425 214 95
internal_count=2947 2708 2246 2141 1808 105 239 1358 80 1134 910 808 498 310 213 168 450 381 71 310 95 54 215 214 462 224 169 425 214 95
cat_boundaries=0 29 46 64 87 97 98 100
cat_threshold=0 8 0 0 2147483648 0 0 0 0 0 0 0 10240 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 524288 268566530 1 1048576 4 65568 0 0 8192 2048 0 32 2097408 16 268435456 67108864 0 1073741968 0 0 1610612736 0 0 134225920 0 0 0 134217728 0 8192 0 0 0 32 0 128 0 0 0 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 4096 8192 384 0 4194304 0 128 0 2097152 0 0 0 131072 33554432 8224 145 0 20624
is_linear=0
shrinkage=0.04


Tree=98
num_leaves=31
num_cat=9
split_feature=7 8 8 7 0 1 9 4 2 9 2 7 3 3 2 0 13 2 0 2 0 0 0 7 2 2 2 1 3 2
split_gain=1.77878 1.39971 1.0296 0.953848 0.967547 0.417508 0.430506 0.392981 0.3912 0.380098 0.389026 0.3531 0.33415 0.26327 0.243009 0.226618 0.211401 0.473767 0.768643 0.519902 0.891814 0.719436 0.385654 0.206135 0.2277 0.639865 0.180624 0.167044 0.158237 0.326117
threshold=0 1 2 3 42.250000000000007 5.5000000000000009 4 141.00000000000003 35.500000000000007 5 22.500000000000004 6 1992.5000000000002 2017.5000000000002 33.500000000000007 39.07500000000001 7 41.500000000000007 16.750000000000004 73.500000000000014 18.500000000000004 36.900000000000006 40.675000000000004 8 2.5000000000000004 6.5000000000000009 21.500000000000004 5.5000000000000009 1984.5000000000002 23.500000000000004
decision_type=9 9 9 9 10 8 9 8 8 9 8 9 10 10 8 10 9 10 10 10 10 10 10 9 10 10 10 10 10 10
left_child=23 -2 12 4 8 6 -5 -8 -4 -7 -11 -9 14 16 -3 -16 17 18 26 20 -19 -21 -20 24 -1 -26 -13 -12 -18 -30
right_child=1 2 3 5 -6 9 7 11 -10 10 27 13 -14 -15 15 -17 28 19 22 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=2.1214426269268913e-05 1.8569641809565347e-05 1.0882302248926328e-05 -5.3387126209068582e-05 3.4112986286381879e-05 -0.00065701836134999744 1.0002082468961693e-05 5.1303566237883259e-06 8.0893101547780004e-05 0.0002267653386308306 5.3857281836688796e-05 -0.00035369582860553868 9.0919463031231091e-07 -0.00036384363258850537 1.5751742828536436e-05 -0.0003330720299437832 -0.00042054044427215938 1.7411379412782957e-07 -2.4294261012048739e-07 -7.5005580996431362e-05 5.3096708906009557e-06 -4.6812693886173019e-07 -7.4081306891487061e-05 9.3584091945237533e-05 0.00011884504410279648 -7.5929803913345613e-05 2.2634666048340924e-06 7.3044315895269881e-07 -0.00032361918586772012 1.9786466338290724e-05 -4.7407767951362592e-05
leaf_weight=61 256 32 42 185 32 268 34 121 28 65 25 59 31 81 30 29 399 32 206 27 36 25 27 361 36 272 47 25 32 58
leaf_count=61 256 32 42 185 32 268 34 121 28 65 25 59 31 81 30 29 399 32 206 27 36 25 27 361 36 272 47 25 32 58
internal_value=0.00078569 0.000217566 -0.000148968 9.43701e-05 -0.00346903 0.000322178 -2.91956e-06 -0.000287866 -0.00112676 0.00148958 -0.00047619 -0.000417029 -0.00354887 -0.000657692 -0.00256522 -0.00406667 -0.000851422 -0.00145532 -0.000717647 -0.00363636 -0.00591304 -0.000603773 -0.002 0.00248313 0.00167368 0.00126861 0.00209346 -0.00313725 -0.000248 -0.00175824
internal_weight=2962 2232 1976 1854 102 1752 1369 1184 70 383 115 1150 122 1029 91 59 948 459 339 120 68 52 233 730 369 308 106 50 489 90
internal_count=2962 2232 1976 1854 102 1752 1369 1184 70 383 115 1150 122 1029 91 59 948 459 339 120 68 52 233 730 369 308 106 50 489 90
cat_boundaries=0 17 40 64 81 83 85 94 95 112
cat_threshold=268566529 49 1141112832 8192 65568 64 0 268443648 65536 8240 32768 448 0 268435456 67108864 0 1073745936 1342177280 0 4 0 0 1 0 2147483648 0 32768 0 4 0 0 0 0 0 0 0 2048 256 0 4194304 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 33554432 0 2147483648 0 0 8 2 0 0 524288 0 0 0 0 0 134217728 8224 0 0 0 0 32 128 1073741824 4224 1 18464 0 128 0 2048 524288 0 0 536870912 2048 2 131072 0 1140850688 0 0 0 0 268435456 65536 8192 0 384 0 268435456 0 0 1073741824
is_linear=0
shrinkage=0.04


Tree=99
num_leaves=31
num_cat=12
split_feature=7 8 8 1 4 11 7 2 16 2 2 9 13 2 2 11 2 3 15 18 7 1 2 2 5 2 2 1 2 2
split_gain=1.33168 1.11794 0.723491 0.772138 0.46968 0.446816 0.432331 0.375806 0.625338 0.441381 0.500003 0.31805 0.394147 0.371766 0.288246 0.244265 0.284755 0.560756 0.221031 0.378206 0.232262 0.187495 0.187184 0.234166 0.17024 0.171569 0.165239 0.12669 0.219822 0.174073
threshold=0 1 2 5.5000000000000009 481.00000000000006 3 4 32.500000000000007 5 73.500000000000014 99.000000000000014 6 7 5.5000000000000009 16.500000000000004 8 8.5000000000000018 1962.0000000000002 9 10 11 5.5000000000000009 42.500000000000007 70.500000000000014 1.5000000000000002 16.500000000000004 15.500000000000002 5.5000000000000009 5.5000000000000009 8.5000000000000018
decision_type=9 9 9 10 8 9 9 10 1 10 10 9 9 8 10 9 10 10 9 9 9 8 8 10 8 10 8 8 8 10
left_child=18 -2 3 -3 -4 -6 7 8 14 -9 -11 13 15 -8 -7 27 -17 -18 19 -1 22 24 -21 -24 25 -15 -26 29 -29 -13
right_child=1 2 4 -5 5 6 11 9 -10 10 -12 12 -14 21 -16 16 17 -19 -20 20 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00021304741338410771 5.4172346035134924e-06 -1.4649141443564245e-05 8.9311316233206528e-06 -0.00026068416841663612 1.1165170125827318e-05 -0.00024178502286383393 -0.00011198187443752949 -1.9693632793135762e-07 1.3051765577007082e-06 3.8610386790549887e-06 -6.981239709148921e-07 0.00011731187602449179 5.6818857616763925e-05 1.275598228633406e-05 -3.3055260580614948e-05 -0.00015500334146633453 3.8305141470305836e-06 -0.00021886555078223034 2.0741696718172931e-05 2.0895150709740912e-06 1.3008888906651945e-05 -5.5158018775137257e-05 -4.0063206215070375e-05 5.9917130264999284e-06 -2.1136170101100789e-05 -4.5797304715084181e-05 3.5011252555112973e-05 -3.4604520447426436e-06 7.9672568479252081e-05 -3.9811490346768874e-06
leaf_weight=39 426 174 70 33 113 26 30 139 130 31 41 112 245 25 26 25 54 25 326 89 164 41 34 57 32 25 58 37 41 274
leaf_count=39 426 174 70 33 113 26 30 139 130 31 41 112 245 25 26 25 54 25 326 89 164 41 34 57 32 25 58 37 41 274
internal_value=0.000831804 0.000344029 -9.46093e-05 -0.00225688 0.000198635 5.22536e-05 -0.000148459 -0.00125743 4.3716e-05 -0.00243396 0.000109589 0.00028599 0.000645631 -0.00106306 -0.00362264 5.52678e-05 -0.0016 -0.00055 0.00232778 0.0015533 0.00201739 -0.000417582 0.000837696 -0.000391304 0.000283688 -0.00156863 0.00131868 0.000454737 0.00192405 0.000165375
internal_weight=2942 2233 1807 207 1600 1530 1417 393 182 211 72 1024 813 211 52 568 104 79 709 383 344 181 180 91 140 50 90 464 78 386
internal_count=2942 2233 1807 207 1600 1530 1417 393 182 211 72 1024 813 211 52 568 104 79 709 383 344 181 180 91 140 50 90 464 78 386
cat_boundaries=0 17 43 72 74 90 91 93 94 96 97 98 115
cat_threshold=268582915 161 1140850688 512 2 2 4194304 268443648 65536 8192 40992 256 0 268435456 67108864 0 4112 16 4 0 0 0 0 0 2147483648 0 32768 0 131076 2048 0 0 0 0 0 4096 0 384 0 0 0 0 16384 0 8 0 0 0 1 0 0 0 0 0 256 8192 0 0 4096 0 0 0 0 2147483648 0 0 0 0 0 64 0 524288 49152 2147483648 0 0 0 2623488 0 134217792 131072 131072 0 0 0 0 0 0 0 32 2 256 12304 6 4 1024 209715200 4 131072 128 1073741824 0 0 0 0 0 65536 0 0 256 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=100
num_leaves=31
num_cat=13
split_feature=8 7 2 7 8 12 3 12 2 2 5 2 12 9 2 13 2 2 6 2 2 6 2 2 2 2 2 1 16 13
split_gain=1.58686 0.940141 0.867845 0.685523 0.617771 0.446898 0.363468 0.338748 0.318381 0.317471 0.253415 0.375581 0.262782 0.33582 0.445138 0.416347 0.303751 0.302662 0.280513 0.531826 0.278138 0.352457 0.63988 0.340992 0.247601 0.219295 0.46252 0.190438 0.180141 0.175521
threshold=0 1 3.5000000000000004 2 3 4 2018.5000000000002 5 89.500000000000014 13.500000000000002 1.5000000000000002 33.500000000000007 6 7 16.500000000000004 8 34.500000000000007 15.500000000000002 9 18.500000000000004 9.5000000000000018 10 4.5000000000000009 2.5000000000000004 6.5000000000000009 18.500000000000004 49.500000000000007 5.5000000000000009 11 12
decision_type=9 9 10 9 9 9 8 9 10 10 8 8 9 9 10 9 10 10 9 10 10 9 10 10 8 10 10 8 1 9
left_child=6 2 -2 -3 7 25 -1 -5 28 -8 11 -6 13 14 -12 -16 -15 20 -19 -20 21 24 23 27 -14 -4 -27 -23 -7 -21
right_child=1 3 5 4 10 8 9 -9 -10 -11 12 -13 17 16 15 -17 -18 18 19 29 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00036934567367175253 -0.00029203351994904386 0.00016185838536319361 4.1204601310714295e-05 3.3944736524094615e-07 -4.1745391245803273e-05 -0.00012051804293352411 -0.00024879040136075912 1.0715203724165845e-05 1.564205670878066e-05 1.803728641559849e-05 -9.2802241731539012e-07 4.1495240670060292e-05 6.3389941333285467e-06 0.0019391597212808078 2.8911829553530601e-08 1.0237717682550931e-05 2.6632499627573884e-06 8.7164747525747544e-06 -0.00021029702182264284 1.0327961660326457e-07 9.6317185820599304e-06 -2.1655036307912638e-05 -0.00012502665582625493 1.0944552141961662e-05 0.00019681655310009729 -8.7171684200984575e-05 5.4068929083590462e-06 2.966468364499664e-05 -6.5898907218966415e-07 -6.701989125509344e-07
leaf_weight=25 30 314 35 103 75 41 50 339 28 25 215 39 53 148 102 155 52 138 33 227 125 51 45 37 62 42 29 45 35 251
leaf_count=25 30 314 35 103 75 41 50 339 28 25 215 39 53 148 102 155 52 138 33 227 125 51 45 37 62 42 29 45 35 251
internal_value=0.000744407 0.000921678 -0.00143426 0.00114351 0.000893322 -0.00056872 -0.00396396 0.00222517 -0.00229565 -0.00289474 0.000564378 -0.00125217 0.000687356 0.00130015 0.000679089 0.00181395 0.00265403 0.000285714 -0.000252308 -0.000681992 0.00112649 0.00044898 -0.000677249 0.000686567 0.00206349 0.00123077 5.55557e-05 -0.000577319 -0.00384416 -0.000350731
internal_weight=2949 2849 240 2609 2295 210 100 442 104 75 1853 114 1739 672 472 257 200 1067 649 511 418 293 178 133 115 106 71 96 76 478
internal_count=2949 2849 240 2609 2295 210 100 442 104 75 1853 114 1739 672 472 257 200 1067 649 511 418 293 178 133 115 106 71 96 76 478
cat_boundaries=0 27 45 62 88 89 90 92 94 95 96 97 98 99
cat_threshold=0 2048 0 0 0 0 0 0 0 0 0 33554688 0 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 16 67108864 2623488 524288 8256 0 0 33554432 0 8192 0 0 0 0 32 0 384 0 33 0 0 34 0 0 8192 0 8192 32800 2097408 0 268435456 67108864 0 4112 1073741840 0 4 0 0 0 262144 0 1 0 0 131076 0 0 0 0 0 0 0 0 384 0 0 0 0 268468224 164930 90368 68239362 2 0 30720 2 130 404 2 2
is_linear=0
shrinkage=0.04


Tree=101
num_leaves=31
num_cat=13
split_feature=7 8 8 0 7 9 13 0 17 1 7 0 8 6 5 3 6 9 0 0 1 5 0 3 7 5 5 0 3 0
split_gain=1.28438 0.806785 0.423244 0.654607 0.457551 0.372395 0.365327 0.320441 0.31144 0.392834 0.28638 0.296071 0.260787 0.356834 0.312341 0.252368 0.501971 0.30833 0.244616 0.242466 0.237849 0.20337 0.202176 0.1764 0.169262 0.144823 0.130848 0.125598 0.118549 0.158328
threshold=0 1 2 43.175000000000004 3 4 5 9.5000000000000018 6 4.5000000000000009 7 39.07500000000001 8 9 1.5000000000000002 2010.5000000000002 10 11 40.250000000000007 39.07500000000001 5.5000000000000009 2.5000000000000004 39.07500000000001 1994.5000000000002 12 4.5000000000000009 1.0000000180025095e-35 39.07500000000001 2019.5000000000002 27.750000000000004
decision_type=9 9 9 10 9 9 9 10 9 10 9 10 9 9 10 8 9 9 10 10 10 8 8 10 9 8 10 10 10 10
left_child=5 -2 3 23 -4 20 -7 -6 12 18 11 -11 21 -14 19 -12 27 22 -10 -15 -1 -9 -18 -3 -8 -24 -21 -17 29 -19
right_child=1 2 4 -5 7 6 24 8 9 10 15 -13 13 14 -16 16 17 28 -20 26 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.7187254355193998e-06 4.1073397657442265e-05 3.9531010060148134e-05 7.0078792010975686e-05 -0.00041589822481901534 -4.3375171659258043e-06 3.4123349453850635e-07 -1.9083336147784333e-07 2.1960035204237179e-06 0.00016768499613214501 5.4848236037731011e-06 4.9028624061640227e-05 -0.00022176564945603194 1.3127466185888204e-05 -2.3491451722432367e-05 7.872920075683485e-06 -0.0004541376260206938 -6.0421785678147016e-05 1.940544387891916e-06 4.4804853705636155e-06 -0.000220000599021445 -3.332953406238108e-06 8.2629925815117235e-05 -2.7487144921947489e-05 -0.00022386784843416964 -0.00010873015897968818 0.00015375840626860414 -4.2166707486517114e-06 -6.1659660428150793e-05 0.00097561935828167814 8.7301651786543638e-06
leaf_weight=84 383 53 111 35 67 143 161 46 116 56 200 64 100 39 42 31 25 199 46 62 25 56 25 25 114 59 40 109 34 371
leaf_count=84 383 53 111 35 67 143 161 46 116 56 200 64 100 39 42 31 25 199 46 62 25 56 25 25 114 59 40 109 34 371
internal_value=0.00071321 0.00110437 0.000773492 -0.00151613 0.000917758 -0.0010632 -0.00160373 0.000749722 0.000859965 0.00114413 0.000896082 -0.00091603 -0.000151515 -0.00077551 -0.00179381 0.0011015 0.000810305 0.00123204 0.00299387 -0.00278873 0.000966667 0.00148673 -0.0007 0.000405063 -0.00244755 0.000188235 -0.00380583 -0.0013245 0.00158699 0.0014711
internal_weight=2921 2394 2011 113 1898 527 418 1787 1720 1335 1173 120 385 283 183 1053 853 713 162 141 109 102 109 78 275 84 102 140 604 570
internal_count=2921 2394 2011 113 1898 527 418 1787 1720 1335 1173 120 385 283 183 1053 853 713 162 141 109 102 109 78 275 84 102 140 604 570
cat_boundaries=0 18 48 77 91 93 94 95 112 120 121 122 124 132
cat_threshold=16384 16 100663296 524288 0 8256 0 131072 33554432 8224 8192 0 0 0 0 32 0 384 1073741840 0 0 0 0 1 0 0 1 0 0 4 2112 1048576 0 4096 0 0 0 10240 0 524288 4194304 0 0 32768 0 0 0 8192 0 2048 0 0 2147549184 0 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 0 0 0 0 0 1073741824 4 0 524288 0 1 1048576 8192 2 0 0 268443648 0 0 0 0 0 268435456 0 20484 4 25 0 0 8192 4 0 0 0 536870912 0 0 0 0 0 0 0 0 4112 0 8 0 0 0 0 262144 2147483648 144 20 1 12432 0 0 0 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=102
num_leaves=31
num_cat=12
split_feature=7 7 8 8 11 2 0 17 3 7 12 2 2 1 2 9 3 1 3 12 1 2 2 1 2 2 12 2 2 13
split_gain=1.37272 1.04248 0.682376 0.474021 0.470455 0.464881 0.451129 0.462666 0.388298 0.353625 0.317736 0.496915 0.335116 0.376749 0.313279 0.421636 0.611026 0.404365 0.504927 0.392467 0.422018 0.365031 0.475054 0.356902 0.321593 0.25022 0.28058 0.237283 0.454991 0.22787
threshold=0 1 2 3 4 12.500000000000002 6.5000000000000009 5 1992.5000000000002 6 7 23.500000000000004 72.500000000000014 5.5000000000000009 11.500000000000002 8 1.0000000180025095e-35 5.5000000000000009 2021.5000000000002 9 4.5000000000000009 9.5000000000000018 4.5000000000000009 2.5000000000000004 155.00000000000003 100.50000000000001 10 9.5000000000000018 17.500000000000004 11
decision_type=9 9 9 9 9 10 10 9 10 9 9 8 10 8 8 9 10 8 8 9 8 10 10 10 10 8 9 8 10 9
left_child=10 5 -3 8 25 -2 -6 27 -4 -9 11 -1 13 -13 17 16 -16 18 -11 20 -17 22 -20 -21 29 26 -5 -8 -29 -22
right_child=1 2 3 4 6 -7 7 9 -10 14 -12 12 -14 -15 15 19 -18 -19 21 23 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.3551344927839406e-05 -0.00040282672162655626 3.8690275087779755e-05 -3.7961506058677154e-06 3.0827950298184295e-05 -7.810323580625379e-05 -5.3541403879270381e-05 -4.8237593457110906e-05 1.8883558995735046e-06 -0.00026833396620187789 0.00038743095577704889 3.7654477644852478e-05 -0.00023259190789309131 0.00022919554694054913 2.4275114940261522e-06 -0.00064422919179880889 1.3600934047851569e-06 0.00011017725191184741 1.5437720402085579e-05 4.223090383063619e-07 0.00011828768606967798 4.3860413214132596e-08 3.352300890772758e-06 -4.7014523204710819e-05 3.9033164231817258e-07 7.139621842128207e-05 0.00047048998037053328 1.8700187964478965e-07 2.2515793511872215e-05 -0.00011543490198467673 -1.8438797596310814e-05
leaf_weight=56 48 210 72 105 26 53 69 190 48 69 289 34 30 27 66 26 42 89 121 52 104 39 51 475 40 69 124 95 59 169
leaf_count=56 48 210 72 105 26 53 69 190 48 69 289 34 30 27 66 26 42 89 121 52 104 39 51 475 40 69 124 95 59 169
internal_value=0.000606513 0.000239493 0.000413053 0.000199005 0.000344333 -0.00353571 9.36979e-05 0.000173022 -0.0021374 0.00042228 0.00264877 0.000936709 -0.000826087 -0.00251613 0.000186115 -0.000188718 -0.00242017 0.00117838 0.000427046 0.000118586 -0.000925714 -0.00054717 -0.00134104 0.000795539 -0.00136306 0.00178641 0.0012 -0.00148718 -0.000670968 -0.00185401
internal_weight=2947 2511 2410 2200 2080 101 1782 1756 120 1533 436 147 91 61 1343 974 108 369 280 866 339 211 172 527 313 298 229 223 154 273
internal_count=2947 2511 2410 2200 2080 101 1782 1756 120 1533 436 147 91 61 1343 974 108 369 280 866 339 211 172 527 313 298 229 223 154 273
cat_boundaries=0 17 35 61 88 91 92 109 110 112 113 114 115
cat_threshold=268566531 1 1174675456 8192 32 0 0 8192 0 134217728 32 2097152 0 268435456 0 0 4240 0 0 0 524288 0 134217728 0 536870912 0 0 0 0 128 0 0 32 0 384 1073741824 0 0 0 2147483648 1 0 2147483648 0 0 0 4 8192 0 0 0 0 0 0 0 0 0 0 0 0 1073774592 0 2056 0 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 0 64 32768 2147484672 524288 8 16384 0 0 2048 2 0 0 0 65536 8224 0 0 0 0 0 0 1073741824 16828512 1 8368 17965122 67874 4
is_linear=0
shrinkage=0.04


Tree=103
num_leaves=31
num_cat=11
split_feature=7 8 12 2 2 11 16 2 12 3 7 12 7 2 2 5 11 2 3 3 5 2 12 4 2 2 2 3 4 2
split_gain=1.24472 1.1273 1.305 1.06808 0.821771 0.760697 0.564126 0.545999 0.517871 0.511746 0.423955 0.400298 0.548665 0.312601 0.330989 0.341653 0.354859 0.410465 0.306833 0.30342 0.308695 0.40181 0.305339 0.520333 0.296515 0.244086 0.236886 0.235748 0.22434 0.219167
threshold=0 1 2 16.500000000000004 28.500000000000004 3 4 29.500000000000004 5 2011.5000000000002 6 7 8 7.5000000000000009 111.00000000000001 1.5000000000000002 9 14.500000000000002 2019.5000000000002 1994.5000000000002 10.500000000000002 1.0000000180025095e-35 10 16098220000.000002 60.500000000000007 41.500000000000007 22.500000000000004 2018.5000000000002 52809240000.000008 40.500000000000007
decision_type=9 9 9 8 10 9 1 10 9 10 9 9 9 10 10 10 9 10 8 10 8 10 9 8 10 10 10 8 8 8
left_child=-1 11 3 -3 -5 6 -4 -8 18 10 -10 -2 25 -14 15 16 17 -15 26 20 29 -22 23 -23 -19 -13 -7 -6 -24 -12
right_child=1 2 5 4 27 8 7 -9 9 -11 19 12 13 14 -16 -17 -18 24 -20 -21 21 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3850672045262059e-05 2.7348311064706577e-06 3.844202429233387e-06 -0.00045588532557148996 -0.00051135722142190245 4.5504064430101198e-05 0.00023472064880913828 -1.7341938372829124e-06 3.4593583809709374e-06 0.00015482823425543068 0.00015679079099453701 -4.7945674599460781e-05 2.4108146784024717e-07 1.8430517492506208e-05 -3.8921677889930247e-05 7.3911634639493211e-05 3.8223245577480839e-05 1.9718450964010964e-06 8.431406784124554e-06 3.7816514959779163e-05 -9.9781634581449507e-05 -0.00016892514923305736 -9.1566135997990414e-05 0.00049546414692011262 1.7849399288897232e-05 -6.1503532685142234e-06 -1.8162292493229698e-07 -0.00017308182225906756 -4.2928005243588468e-05 1.2919970283053631e-05 9.4205607410966116e-06
leaf_weight=350 270 122 26 75 27 27 36 40 111 103 84 94 104 56 59 47 183 93 253 96 74 29 75 113 27 62 37 88 176 27
leaf_count=350 270 122 26 75 27 27 36 40 111 103 84 94 104 56 59 47 183 93 253 96 74 29 75 113 27 62 37 88 176 27
internal_value=0.000787858 0.000478476 -0.000174233 -0.00245201 -0.00439791 0.000385433 -0.00276106 -0.00124675 0.000674342 0.000169077 -0.000178117 0.00153082 0.00100543 0.00157931 0.0011588 0.000746929 0.000322222 -0.000941176 0.00203659 -0.000560584 -0.000221071 0.000230769 0.000741117 -0.000732026 0.000330579 -0.00105389 -0.000369231 -0.00224138 0.00154198 -0.00210714
internal_weight=2964 2614 1619 312 190 1307 102 76 1205 888 785 995 725 569 465 406 359 176 317 674 578 467 393 142 120 156 64 115 251 111
internal_count=2964 2614 1619 312 190 1307 102 76 1205 888 785 995 725 569 465 406 359 176 317 674 578 467 393 142 120 156 64 115 251 111
cat_boundaries=0 17 47 48 50 51 53 70 71 79 80 81
cat_threshold=268566530 33 67108864 2359296 65536 2 0 8192 0 134217728 32800 2097472 0 268435456 0 0 16 1342177280 4 0 0 0 1 262144 2147483648 1 32768 0 131076 2048 0 0 0 0 0 4096 10240 256 0 16777216 0 0 268435456 0 0 524288 8192 24864 32 512 2 85065728 34 1 128 0 0 0 0 0 0 67584 0 0 128 0 0 0 0 4096 84967456 0 0 0 0 0 0 0 537001984 49156 34880
is_linear=0
shrinkage=0.04


Tree=104
num_leaves=31
num_cat=10
split_feature=8 12 13 4 9 2 2 9 11 0 2 2 2 2 14 12 0 8 4 2 12 0 0 0 2 2 2 2 2 2
split_gain=1.1516 0.735179 0.970415 0.69908 0.654673 0.84922 0.75521 0.577122 0.66526 0.597135 0.624908 0.511796 0.554173 0.286189 0.281767 0.462713 0.349983 0.335246 0.489532 0.274669 0.252577 0.245888 0.244974 0.231407 0.322477 0.230475 0.225892 0.434448 0.28567 0.198837
threshold=0 1 2 5081865000.000001 3 10.500000000000002 25.500000000000004 4 5 37.750000000000007 24.500000000000004 81.500000000000014 39.500000000000007 13.500000000000002 6 7 42.960000000000008 8 22.000000000000004 1.5000000000000002 9 42.710000000000008 39.07500000000001 15.500000000000002 21.500000000000004 29.500000000000004 53.500000000000007 11.500000000000002 20.500000000000004 31.500000000000004
decision_type=9 9 9 8 9 10 8 9 9 10 8 8 10 10 9 9 8 9 10 10 9 10 10 10 10 10 8 10 10 10
left_child=13 3 4 -2 5 -3 22 25 26 11 -11 12 23 -1 15 -4 -16 -17 -19 -18 -15 -12 -6 24 -10 -5 27 -9 -29 -7
right_child=1 2 14 7 6 29 -8 8 9 10 21 -13 -14 20 16 17 19 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.3064351082934401e-06 6.9321644164226423e-06 7.8850049651436587e-05 -4.2343763420506071e-08 2.3468840341963031e-05 -0.00010970840616829973 -6.0768153974287481e-05 3.2766957849260538e-06 4.4861147261655056e-05 -2.8300103661254768e-05 -3.7758101576340797e-05 -0.00030551186727865271 2.2780706327330858e-05 -1.5970560457486577e-06 1.9381414416354948e-05 1.2994397485423719e-05 1.3856954688073528e-06 -0.0012648840856762601 2.6039186127665163e-05 -9.2840521879551034e-05 0.00010730215102398226 2.2481483859159286e-05 -0.00072654233175823812 -2.0935476426707641e-05 5.734987390052264e-06 1.2786910384221528e-06 -4.6588985131137391e-06 2.3014634206856912e-05 -0.00013133944252771495 -1.2779557412380395e-06 -0.0002740708232305412
leaf_weight=264 86 33 276 82 36 31 197 81 48 39 52 34 62 101 286 109 27 257 39 26 306 25 134 45 28 38 37 28 57 39
leaf_count=264 86 33 276 82 36 31 197 81 48 39 52 34 62 101 286 109 27 257 39 26 306 25 134 45 28 38 37 28 57 39
internal_value=0.000679063 0.000235399 0.000746169 -0.000786188 -0.000748441 -0.00340351 7.40742e-05 -0.00124201 -0.00178428 -0.00287209 -0.00526496 -0.00170642 -0.00254348 0.0021173 0.0014355 0.000930636 0.00238857 0.00177885 0.000990228 -0.000518518 0.00281373 -0.00733333 -0.00187134 -0.00095082 -0.00228571 0.00122137 5.60749e-05 -0.00057485 -0.00255814 -0.00619718
internal_weight=2903 2232 1490 742 470 103 367 656 536 333 116 217 183 671 1020 681 339 405 296 53 407 77 170 121 76 120 203 166 85 70
internal_count=2903 2232 1490 742 470 103 367 656 536 333 116 217 183 671 1020 681 339 405 296 53 407 77 170 121 76 120 203 166 85 70
cat_boundaries=0 30 32 33 35 37 39 40 42 65 66
cat_threshold=1342177296 4 0 134217728 2147483648 0 0 2147483648 1 0 0 133124 2048 512 268435456 0 0 0 4096 8192 256 524288 0 0 0 0 0 0 524288 8192 82272 2 4 0 20484 0 20512 16388 2147483648 8193 16918528 32 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 16794720
is_linear=0
shrinkage=0.04


Tree=105
num_leaves=31
num_cat=10
split_feature=7 7 8 11 12 4 7 3 0 2 2 2 2 9 2 3 4 3 2 2 12 12 0 2 2 5 5 12 2 0
split_gain=1.34353 0.933648 0.714536 0.866511 0.517188 0.452617 0.446094 0.443191 0.364335 0.345718 0.336439 0.334981 0.352917 0.315109 0.355764 0.450083 0.291385 0.372596 0.50132 0.870536 0.36875 0.271817 0.557614 0.269455 0.269078 0.254946 0.224481 0.189425 0.221484 0.187387
threshold=0 1 2 3 4 6670500000.000001 5 2002.5000000000002 15.500000000000002 11.500000000000002 6.5000000000000009 7.5000000000000009 9.5000000000000018 6 4.5000000000000009 2002.5000000000002 9950.0000000000018 2011.5000000000002 27.500000000000004 74.500000000000014 7 8 40.250000000000007 37.500000000000007 74.500000000000014 2.5000000000000004 4.5000000000000009 9 29.500000000000004 44.07500000000001
decision_type=9 9 9 9 9 8 9 8 10 10 8 8 8 9 10 10 10 8 10 10 9 9 10 10 10 8 8 9 10 10
left_child=5 21 27 10 6 -1 8 -6 23 -7 -4 -8 -13 14 -9 -16 17 18 -14 -20 26 22 24 -5 -2 -12 -19 28 -3 -27
right_child=1 2 3 4 7 9 11 13 -10 -11 25 12 16 -15 15 -17 -18 20 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00043983131202728889 2.7172956028909982e-05 6.8004370846522632e-06 -5.1940558683411376e-05 1.2275433968511607e-06 -0.00015225296522295093 9.8077122919045754e-05 1.8519713736939796e-05 0.0022626039052414623 -0.00010851779459930319 -9.0524289333838819e-05 -5.409439169594443e-06 -0.00010420328636227077 0.00014615187105056289 1.2517216297493097e-06 -0.00018365002363659685 0.00034778271161900644 -0.00022965492087134679 -1.4440965440225379e-06 -0.000354335631018663 7.8903150935481592e-06 -1.8308395031550978e-06 2.8485648532859654e-05 -9.3582110373613487e-05 -1.2140133629295449e-07 9.3775993240106774e-07 2.5234062712880952e-05 2.4160136727834894e-05 1.4518891290683489e-05 -1.6099567501158178e-06 1.1758436363699819e-05
leaf_weight=26 80 73 38 48 38 38 161 32 93 48 36 45 42 589 51 32 50 34 25 30 234 326 51 40 25 248 120 227 46 32
leaf_count=26 80 73 38 48 38 38 161 32 93 48 36 45 42 589 51 32 50 34 25 30 234 326 51 40 25 248 120 227 46 32
internal_value=0.000930044 0.00110046 0.000764632 0.000469197 8.11942e-05 -0.00318699 -0.000548767 0.000860558 -0.00227083 -0.00202299 0.00223562 -0.000101064 -0.000550774 0.00110071 -0.000793651 -0.0022381 -0.000261194 4.11524e-05 -0.00216327 -0.00464286 0.000596401 0.00269371 0.0011018 -0.000539326 0.00283019 0.00272555 0.00203636 0.00242017 0.000892308 0.00313167
internal_weight=2958 2846 2364 2018 1664 112 922 742 181 86 354 741 580 704 115 83 535 485 97 55 388 482 156 88 105 316 154 346 119 280
internal_count=2958 2846 2364 2018 1664 112 922 742 181 86 354 741 580 704 115 83 535 485 97 55 388 482 156 88 105 316 154 346 119 280
cat_boundaries=0 18 35 64 67 69 79 81 83 84 85
cat_threshold=0 0 1048576 524288 0 0 0 268435456 0 0 8192 0 128 0 0 32 0 128 268435459 1 100925440 2367488 2 64 4194304 8192 0 134225920 32 2097408 0 268435456 0 0 4112 1073741824 0 0 0 0 0 0 0 1 0 0 4 2048 0 0 0 0 0 0 2048 256 0 4194304 0 0 268484608 0 0 524288 49152 2147484672 524288 16845154 2 0 128 0 4 0 0 0 131072 33554432 32 1 164 2050 2 1163296 117792
is_linear=0
shrinkage=0.04


Tree=106
num_leaves=31
num_cat=8
split_feature=8 3 12 8 11 9 4 15 2 3 1 12 2 2 2 4 2 2 1 2 2 4 2 2 3 1 2 2 13 3
split_gain=1.04439 0.707689 0.706325 0.48483 0.439339 0.370871 0.338166 0.333691 0.308058 0.307269 0.305173 0.269603 0.445251 0.27592 0.30793 0.208531 0.325402 0.67241 0.380012 0.212297 0.253831 0.196128 0.409712 0.724291 0.546527 0.338265 0.332001 0.18412 0.178083 0.246519
threshold=0 2019.5000000000002 1 2 3 4 3146480000.0000005 5 16.500000000000004 2016.5000000000002 5.5000000000000009 6 99.000000000000014 61.500000000000007 24.500000000000004 5081865000.000001 12.500000000000002 2.5000000000000004 3.5000000000000004 39.500000000000007 56.500000000000007 8.0000000000000018 37.500000000000007 18.500000000000004 2012.5000000000002 5.5000000000000009 46.500000000000007 10.500000000000002 7 2017.5000000000002
decision_type=9 8 9 9 9 9 8 9 10 10 8 9 10 8 10 8 8 10 8 10 8 10 8 10 8 8 8 10 9 8
left_child=1 -1 4 -4 10 9 -3 11 -8 21 -2 12 13 14 27 -6 17 -17 -18 -20 -21 22 23 24 -5 -24 -23 -7 29 -13
right_child=2 6 3 5 15 7 8 -9 -10 -11 -12 28 -14 -15 -16 16 18 -19 19 20 -22 26 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042576486203203855 1.0990504274221992e-06 -0.00013368013894314178 9.9941683380228437e-06 0.0024456370114850977 1.7472614957218112e-06 -1.0308846384646673e-05 0.00016003459039794587 1.2014944595563778e-05 -0.00029664624168541091 0.00033873530078032122 4.2465998136255588e-05 -8.888537878313157e-05 -9.4890486365426812e-06 0.00010815574603629601 -1.4707322726392759e-07 2.5678554743334752e-06 -4.2294676474414224e-05 -0.00036182230398853501 1.1784416609827985e-06 -1.1802586423964242e-06 4.5182882458695647e-07 3.7442224638912823e-05 0.00033362870343582861 -0.00053552664849641784 -8.5452390656400438e-05 -0.00025744304719319222 -6.2084395667871556e-06 9.0766692361301606e-06 7.8342172861466491e-06 6.3720744218122589e-07
leaf_weight=30 210 26 324 26 35 70 84 678 25 26 47 64 32 30 69 26 31 38 98 27 67 35 47 29 63 32 36 72 275 254
leaf_count=30 210 26 324 26 35 70 84 678 25 26 47 64 32 30 69 26 31 38 98 27 67 35 47 29 63 32 36 72 275 254
internal_value=0.000847609 -0.00215909 0.00103343 0.00136585 -0.000210169 0.00109897 -0.00102941 0.00134791 -3.63635e-05 -0.000209836 0.001 0.000802737 -0.000239436 0.000347108 -0.000169811 -0.00117718 -0.00156944 -0.00406154 -0.000839286 -0.000165803 -0.00151579 -0.000624535 -0.00127273 -0.0027563 -0.000933333 0.00095 0.00116667 0.000895105 0.00127815 0.000583587
internal_weight=2906 165 2741 2162 579 1838 135 1544 109 294 257 866 273 241 211 322 287 64 223 192 94 268 197 118 89 79 71 142 593 318
internal_count=2906 165 2741 2162 579 1838 135 1544 109 294 257 866 273 241 211 322 287 64 223 192 94 268 197 118 89 79 71 142 593 318
cat_boundaries=0 30 32 62 65 67 68 70 71
cat_threshold=0 0 0 0 1073741824 0 0 0 0 0 0 0 0 0 0 4096 0 0 33554432 2 2147483648 0 0 0 0 0 64 0 0 4096 81952 2 1073741840 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 384 0 4194304 0 0 16384 0 0 524288 8192 4 1024 524288 256 8212 70254592 32832 32 10
is_linear=0
shrinkage=0.04


Tree=107
num_leaves=31
num_cat=12
split_feature=7 12 2 8 2 2 2 8 11 2 7 2 12 11 2 2 2 1 12 7 12 2 2 2 0 2 2 12 1 0
split_gain=1.57461 1.29992 1.18907 0.572252 0.555881 0.895721 0.639191 0.466128 0.436899 0.508689 0.633143 0.512699 0.465626 0.533662 0.448533 0.407606 0.395632 0.395322 0.363858 0.335403 0.46532 0.300978 0.291123 0.264257 0.256673 0.227879 0.349795 0.227225 0.20516 0.200984
threshold=0 1 64.500000000000014 2 63.500000000000007 32.500000000000007 36.500000000000007 3 4 1.0000000180025095e-35 5 4.5000000000000009 6 7 20.500000000000004 11.500000000000002 6.5000000000000009 5.5000000000000009 8 9 10 29.500000000000004 61.500000000000007 34.500000000000007 32.500000000000007 19.500000000000004 39.500000000000007 11 5.5000000000000009 18.500000000000004
decision_type=9 9 10 9 10 8 10 9 9 10 9 10 9 9 10 10 8 8 9 9 9 8 10 10 10 10 10 9 8 10
left_child=1 2 21 -2 5 18 -7 -5 16 17 27 -12 13 14 15 -13 -9 -10 -3 22 -21 -1 23 -14 -8 -15 -27 29 -22 -11
right_child=3 4 -4 7 -6 6 24 8 9 10 11 12 19 25 -16 -17 -18 -19 -20 20 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.6518246725831807e-05 1.9822154779045904e-05 -8.3274936358309082e-07 -2.4172838280874605e-05 -0.00015099799381098068 2.784119204630934e-06 -0.00034963381008739627 -2.3680680667700257e-07 -0.00011144818447375395 -0.00017059619184095701 -8.0968604457868432e-08 3.6974829501409457e-05 8.9454775851652497e-05 -2.874602617873851e-07 8.7559281193808444e-07 1.6891735638264034e-05 -0.00015626689866879914 2.4275771286081413e-05 5.4796986189659444e-05 3.0567449290289322e-06 1.0630903800463259e-05 1.9901974046551723e-06 1.7937308762093498e-06 1.9665754226752107e-05 -1.6968296345679209e-06 4.1859311436090892e-05 -0.00013268818054594942 -1.2076877406394538e-05 1.2815839853077666e-05 1.2165314470883591e-05 2.7209705342787256e-05
leaf_weight=63 213 109 30 109 82 28 67 26 62 38 170 34 92 43 61 32 321 81 100 128 441 34 44 44 30 26 56 204 116 73
leaf_count=63 213 109 30 109 82 28 67 26 62 38 170 34 92 43 61 32 321 81 100 128 441 34 44 44 30 26 56 204 116 73
internal_value=0.000874916 -0.00106137 -0.00443478 0.00130969 5.62062e-05 -0.000668657 -0.00333333 0.00110488 0.00124013 0.000968109 0.00117779 0.000761171 0.000454383 -0.00103422 0.000782609 -0.00143284 0.00253631 -0.00130556 0.000933333 0.000890411 0.0012931 -0.00257143 -0.000628272 -0.00157664 -0.0017551 -0.00279412 -0.00424096 0.00276074 0.000753521 0.00101639
internal_weight=2957 543 127 2414 416 334 125 2201 2092 1745 1602 1287 1117 252 127 66 347 143 209 865 685 97 180 136 97 125 82 315 557 111
internal_count=2957 543 127 2414 416 334 125 2201 2092 1745 1602 1287 1117 252 127 66 347 143 209 865 685 97 180 136 97 125 82 315 557 111
cat_boundaries=0 18 20 50 80 83 100 101 102 103 113 115 116
cat_threshold=131072 16 1610612736 526848 0 8192 0 537001984 33554432 1024 8192 64 128 0 0 32 128 128 32768 34 1073741824 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 128 0 0 0 0 268468224 64 0 524288 8192 268435456 2048 0 0 0 0 0 0 0 0 0 0 0 0 268435456 0 0 0 33554432 0 0 0 0 8 0 1073741824 0 0 0 4096 16384 2148008960 524288 2 1 8192 262148 32 0 0 268435456 65536 0 0 256 0 0 0 0 4112 1122560 4 68165698 0 128 0 2097152 0 0 131072 0 0 32 16925696 2 16999424
is_linear=0
shrinkage=0.04


Tree=108
num_leaves=31
num_cat=7
split_feature=7 8 12 9 8 2 2 2 0 11 0 5 2 2 2 2 3 0 13 2 2 2 2 0 2 2 2 2 0 2
split_gain=1.2093 0.783868 0.692402 0.727861 0.606627 1.13393 0.701987 0.464733 0.547747 0.530221 0.979601 0.455411 0.426766 0.393919 0.347081 0.463718 0.647108 0.626715 0.335153 0.430579 0.347799 0.378619 0.356182 0.312515 0.403304 0.321248 0.306685 0.302213 0.286663 0.237672
threshold=0 1 2 3 4 24.500000000000004 65.500000000000014 19.500000000000004 39.07500000000001 5 40.250000000000007 1.0000000180025095e-35 51.500000000000007 22.500000000000004 7.5000000000000009 12.500000000000002 1996.5000000000002 38.57500000000001 6 13.500000000000002 13.500000000000002 3.5000000000000004 6.5000000000000009 40.250000000000007 6.5000000000000009 24.500000000000004 20.500000000000004 34.500000000000007 35.850000000000009 39.500000000000007
decision_type=9 9 9 9 9 10 10 8 10 9 8 10 10 10 8 10 10 10 9 10 10 10 10 8 10 10 10 10 10 10
left_child=11 -2 3 12 5 -4 7 8 -6 26 13 14 23 -11 -1 -16 17 -17 20 -20 21 -10 -23 24 -3 -26 -9 -28 29 -15
right_child=1 2 4 -5 6 -7 -8 9 18 10 -12 -13 -14 28 15 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=8.8420696252325458e-05 3.3754144026714019e-05 -7.1282046948254745e-05 5.275049245487742e-06 5.6381476238175468e-06 7.2090623658027652e-06 -0.00017406229059614711 3.0556649402885364e-06 -7.0437239774928594e-05 7.0509433327090858e-06 5.3044745512664557e-06 -0.0010869731287435438 0.00010585503169283113 5.182273665955753e-06 1.0090341974233753e-06 -0.00044274508890414254 -8.9733984709230541e-05 -0.00026955591999576885 0.00012254322894581353 5.0573363119942682e-05 -6.7708089861750646e-06 9.2452029271533411e-06 -0.00018049550936917249 -4.7187070857556563e-06 5.3187054738443512e-05 1.3418189484718298e-05 -0.00015660487960198862 2.8172124570928721e-05 1.7053431761677519e-07 -9.0923271069680926e-05 -2.2733453099973314e-07
leaf_weight=30 397 30 86 852 176 40 218 31 33 71 37 41 26 82 39 28 44 46 91 41 30 38 59 25 51 28 65 74 41 87
leaf_count=30 397 30 86 852 176 40 218 31 33 71 37 41 26 82 39 28 44 46 91 41 30 38 59 25 51 28 65 74 41 87
internal_value=0.00104425 0.00127794 0.000984933 0.00176735 0.000366133 -0.00216058 0.000654852 0.000192268 0.00109168 -0.000670756 -0.00160486 -0.00170711 -0.000701754 -0.000836879 -0.00261702 -0.00336709 -0.00208403 0.000213333 2.73039e-05 0.00145455 -0.00116959 -0.0021374 -0.00338775 -0.00165926 -0.00258182 -0.00105 0.00110497 0.00197143 -0.00170616 -0.000964706
internal_weight=2937 2709 2312 1012 1300 126 1174 956 468 488 318 228 160 281 187 157 118 74 292 132 160 130 97 134 109 79 170 139 210 169
internal_count=2937 2709 2312 1012 1300 126 1174 956 468 488 318 228 160 281 187 157 118 74 292 132 160 130 97 134 109 79 170 139 210 169
cat_boundaries=0 18 48 49 51 67 70 71
cat_threshold=0 128 1048576 524288 0 134225984 0 536870912 0 0 8192 0 0 0 0 32 128 128 1073741824 2 0 0 0 1 262144 0 1 32768 0 4 0 1048576 268435456 0 0 0 0 10240 0 524288 4194304 0 0 268468224 0 0 524288 8192 85068834 0 20480 0 8 0 0 0 0 0 0 0 0 0 0 8192 512 0 4096 16388 2147483648 524288 2
is_linear=0
shrinkage=0.04


Tree=109
num_leaves=31
num_cat=10
split_feature=7 11 0 7 1 13 8 0 4 2 2 0 0 6 0 2 2 0 2 8 6 2 2 1 0 9 4 2 8 2
split_gain=1.04353 0.724111 0.738104 0.463983 1.25825 0.442844 0.576564 0.546044 0.364538 0.353761 0.352796 0.347516 0.562139 0.314458 0.490134 0.367468 0.310249 0.671742 0.299698 0.282495 0.425481 0.293059 0.269953 0.26871 0.254975 0.236108 0.233807 0.296497 0.253521 0.204896
threshold=0 1 44.07500000000001 2 5.5000000000000009 3 4 35.600000000000009 3990640000.0000005 7.5000000000000009 352.00000000000006 21.500000000000004 30.500000000000004 5 35.850000000000009 81.500000000000014 36.500000000000007 15.500000000000002 65.500000000000014 6 7 4.5000000000000009 6.5000000000000009 5.5000000000000009 15.500000000000002 8 215.00000000000003 16.500000000000004 9 54.500000000000007
decision_type=9 9 10 9 8 9 9 8 10 10 8 10 10 9 10 8 10 10 10 9 9 10 10 10 10 9 10 10 9 10
left_child=-1 19 3 4 -3 6 -5 11 9 -4 -6 24 -13 14 -8 -16 -15 18 -18 -2 26 -22 -23 25 29 -24 28 -28 -21 -7
right_child=1 2 8 5 10 7 13 -9 -10 -11 -12 12 -14 16 15 -17 17 -19 -20 20 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00011507731312817959 -1.0468665102097484e-06 2.5830630869574874e-05 -0.00044267221750087383 5.6255765221249375e-06 -0.0004253388006601361 -8.6629593454290446e-08 5.3660752057561962e-06 9.2381333294636568e-05 0.00055242700686420709 -0.0016234854267003147 -0.000101342180115001 -0.00018104733761822826 0.0001686123553641184 5.5417933613280781e-07 -0.00024050277591685935 3.6306084655945601e-06 -3.3881482554073766e-07 1.501870384168829e-06 -4.8947944247546871e-07 7.3303623315579897e-06 0.00051344763247102791 -5.3132479120584392e-05 0.0009177370075702031 2.6617169044619122e-05 2.4310007994990309e-06 -1.5067433875871408e-05 -2.1380458387555794e-06 5.6292858021564804e-05 1.4120576646391655e-05 2.5817831871707814e-06
leaf_weight=334 104 67 64 115 25 64 40 251 30 51 27 32 78 259 49 26 42 73 37 106 74 40 104 33 47 174 38 35 481 35
leaf_count=334 104 67 64 115 25 64 40 251 30 51 27 32 78 259 49 26 42 73 37 106 74 40 104 33 47 174 38 35 481 35
internal_value=0.000987739 0.000705973 8.9951e-05 0.000400631 -0.00187692 0.000648835 -5.52146e-05 0.00152124 -0.00260274 -0.00362069 -0.00664151 0.000249027 -0.00144144 -0.000625698 -0.00238095 -0.00447368 -8.53079e-05 -0.00151634 -0.00405 0.00143 0.00162409 0.00059633 0.000125 0.000525641 0.00152381 0.000114695 0.00226528 0.000162162 0.00256463 0.00036
internal_weight=2935 2601 1412 1267 119 1148 641 507 145 115 52 256 110 526 115 75 411 152 79 1189 1085 425 351 311 146 278 660 73 587 99
internal_count=2935 2601 1412 1267 119 1148 641 507 145 115 52 256 110 526 115 75 411 152 79 1189 1085 425 351 311 146 278 660 73 587 99
cat_boundaries=0 17 19 37 38 59 60 89 90 92 113
cat_threshold=268435457 1 1310720 2359296 524320 0 37748736 8192 0 134217760 0 0 8388608 268435456 67108864 0 16 2147500036 2148073472 131072 128 0 0 0 0 0 0 33556480 0 0 0 0 0 0 0 0 128 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 384 276 268435456 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 4194304 0 0 0 0 0 524288 282 0 180 0 0 0 0 2147483648 0 0 0 0 0 0 131072 10240 0 0 0 0 0 4096 0 128
is_linear=0
shrinkage=0.04


Tree=110
num_leaves=31
num_cat=9
split_feature=11 1 1 6 12 9 2 12 3 2 2 2 0 2 3 12 2 3 12 2 3 2 0 2 2 0 0 9 9 2
split_gain=0.850522 0.675698 0.63235 0.609724 0.556124 0.540787 0.82431 0.589531 0.471839 0.686706 0.468191 0.461388 0.59425 0.930265 0.411897 0.369085 0.354437 0.341996 0.331957 0.62003 0.354068 0.323518 0.243476 0.3902 0.398289 0.226793 0.279826 0.308927 0.211141 0.454215
threshold=0 5.5000000000000009 5.5000000000000009 1 2 3 3.5000000000000004 4 2021.5000000000002 13.500000000000002 20.500000000000004 36.500000000000007 15.500000000000002 73.500000000000014 2004.5000000000002 5 24.500000000000004 2002.5000000000002 6 365.00000000000006 2017.5000000000002 1.5000000000000002 36.900000000000006 78.500000000000014 169.50000000000003 9.5000000000000018 38.57500000000001 7 8 11.500000000000002
decision_type=9 8 8 9 9 9 8 9 8 8 8 8 10 10 10 9 10 8 9 8 10 10 10 8 10 10 10 9 9 8
left_child=2 3 10 4 28 6 -5 8 14 -10 -1 21 13 -13 -8 -9 -11 -14 19 -3 -20 -6 -19 -24 -25 -23 -27 -28 -2 -30
right_child=1 18 -4 5 11 -7 7 15 9 16 -12 12 17 -15 -16 -17 -18 22 20 -21 -22 25 23 24 -26 26 27 -29 29 -31
leaf_value=-2.0325301202770512e-05 3.4449583166332088e-06 8.8136367334175808e-07 -0.00040737302017778755 -0.00010402325450584163 -3.9520190954781848e-06 0.00012476060166950303 -0.00020459657744103222 -2.0281593140156306e-05 -0.00050305469587795212 8.0896666988689075e-06 2.8191598633006482e-05 -6.6941183270330388e-07 -3.7914204620229602e-06 1.1553748196289421e-06 0.0002007851680048618 7.5776340800806874e-05 -5.1972977767933964e-05 5.6992012755291619e-06 2.6605519187388919e-05 -0.00022895792693944421 -0.0002602316752258572 -1.3350483635264826e-06 2.4761634680035079e-05 -2.9331210850378868e-05 2.3357050400911499e-05 1.9834178863038441e-06 8.0177686093492551e-06 -2.7512930771519863e-05 -2.5643153084286273e-05 2.7475605446993881e-05
leaf_weight=51 304 86 55 37 30 220 26 104 34 38 64 95 27 54 38 191 31 47 559 25 27 27 68 47 27 157 175 101 53 143
leaf_count=51 304 86 55 37 30 220 26 104 34 38 64 95 27 54 38 191 31 47 559 25 27 27 68 47 27 157 175 101 53 143
internal_value=0.000912305 0.0010798 -0.00176796 0.000720964 0.00121523 -0.000224657 -0.000949019 -0.00050108 -0.00231461 -0.00411538 -0.000172414 0.000577367 -0.000491803 -0.00242667 0.000246154 0.000588235 -0.00177143 0.000847926 0.00216046 3.2787e-05 0.00251926 0.00138493 0.00145263 0.000615385 -0.00138667 0.00164859 0.00187097 0.00109747 0.00227006 0.00108213
internal_weight=2941 2771 170 2074 1355 719 499 462 167 103 115 855 365 149 64 295 69 216 697 111 586 490 189 142 74 460 433 276 500 196
internal_count=2941 2771 170 2074 1355 719 499 462 167 103 115 855 365 149 64 295 69 216 697 111 586 490 189 142 74 460 433 276 500 196
cat_boundaries=0 3 4 5 7 8 10 11 13 15
cat_threshold=32771 512 2048 282 17845250 0 14356 2082 147776 32 25856 0 6144 0 2048
is_linear=0
shrinkage=0.04


Tree=111
num_leaves=31
num_cat=7
split_feature=7 8 4 7 12 4 1 9 2 2 2 2 2 6 1 3 7 2 2 0 2 4 2 4 2 2 0 2 0 4
split_gain=1.06144 1.0594 0.720936 0.716695 0.958993 0.713081 0.596433 0.492635 0.936106 0.77766 0.819554 0.5703 0.490327 0.390326 0.493335 0.390951 0.376566 0.528074 0.512799 0.522075 0.337656 0.329833 0.548618 0.322991 0.595457 0.317846 0.265961 0.239811 0.203892 0.199487
threshold=0 1 425.00000000000006 2 3 575.00000000000011 2.5000000000000004 4 37.500000000000007 13.500000000000002 5.5000000000000009 37.500000000000007 44.500000000000007 5 5.5000000000000009 2021.5000000000002 6 39.500000000000007 73.500000000000014 15.500000000000002 74.500000000000014 2188290000.0000005 39.500000000000007 642496500.00000012 9.5000000000000018 4.5000000000000009 23.500000000000004 42.500000000000007 40.250000000000007 5368.5000000000009
decision_type=9 9 10 9 9 10 10 9 8 10 10 8 10 9 8 8 9 10 10 10 10 10 8 10 10 10 10 10 10 10
left_child=-1 -2 3 20 6 -4 -5 11 9 10 -9 28 -13 14 15 27 17 26 19 -19 -3 23 -23 24 -7 -17 -15 -6 -8 -26
right_child=1 2 5 4 13 21 7 8 -10 -11 -12 12 -14 16 -16 25 -18 18 -20 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=2.4571916800306583e-05 7.390007307030538e-06 -6.3240143551197253e-05 -3.3506852298151055e-05 -0.00012838299220878759 0.00019008316360985303 -0.00031638112010840902 4.9592415695288774e-06 -0.00029600337520525573 1.4104596850593428e-05 -0.00020194764125985959 8.0697881826972219e-05 -6.1464540103927423e-07 -1.669705670488434e-08 1.787847758429053e-06 0.00015116304398721096 8.728651465675511e-05 1.6122257121676214e-05 -6.4263535939801384e-07 8.6255672431626637e-07 1.2523702068627831e-06 -2.6316411865075584e-05 0.00056732539840879102 -0.00024427804663849402 0.00010898542209234007 2.6272592802125342e-05 -0.0001112854162294037 5.4724805108116327e-08 -5.356035266389482e-05 -9.0364720535040904e-06 -1.4012683517988714e-06
leaf_weight=355 476 90 26 50 60 28 222 38 53 51 38 39 129 101 59 38 568 42 31 33 31 29 49 28 39 90 44 27 30 39
leaf_count=355 476 90 26 50 60 28 222 38 53 51 38 39 129 101 59 38 568 42 31 33 31 29 49 28 39 90 44 27 30 39
internal_value=0.000876619 0.000584009 0.000193091 0.000458981 0.000668187 -0.00187448 -0.000544629 -0.000199667 -0.00188482 -0.00384375 -0.00124675 0.000556845 -0.00123077 0.00138768 5.61405e-05 -0.000833333 0.00182651 0.000473283 -0.00164486 -0.00342105 -0.00239394 -0.0010892 -0.00313924 0.000118519 -0.000897196 -0.00223256 0.00205479 0.00122727 0.00177075 0.000911393
internal_weight=2933 2578 2102 1864 1743 238 650 600 180 127 76 420 168 1093 274 215 819 251 106 75 121 212 78 134 106 128 145 87 252 78
internal_count=2933 2578 2102 1864 1743 238 650 600 180 127 76 420 168 1093 274 215 819 251 106 75 121 212 78 134 106 128 145 87 252 78
cat_boundaries=0 17 43 60 61 63 64 73
cat_threshold=268435456 129 100663296 270336 2 0 0 8192 0 134217728 32 0 16 268435456 67108864 0 4096 1073741824 0 0 0 2147483648 0 0 0 1 0 0 131076 8192 0 0 0 0 0 4096 2048 384 0 4194304 0 0 32768 0 16 1048576 524288 524288 134217728 0 0 0 0 0 320 0 0 0 32 128 106816 1 18464 132 0 0 0 2048 0 0 131072 131072 33554432
is_linear=0
shrinkage=0.04


Tree=112
num_leaves=31
num_cat=15
split_feature=7 8 9 11 12 13 13 5 0 7 17 12 11 12 0 1 12 1 1 1 1 5 0 9 12 0 0 0 0 0
split_gain=1.33166 1.0882 0.626289 0.537754 0.54144 0.738635 0.665718 0.631856 0.466867 0.454775 0.435169 0.497388 0.360118 0.386231 0.322988 0.298402 0.335593 0.287799 0.272869 0.235477 0.316433 0.217055 0.214584 0.193086 0.230009 0.116811 0.106459 0.10553 0.101766 0.100593
threshold=0 1 2 3 4 5 6 5.5000000000000009 40.250000000000007 7 8 9 10 11 39.07500000000001 5.5000000000000009 12 3.5000000000000004 5.5000000000000009 5.5000000000000009 4.5000000000000009 2.5000000000000004 30.500000000000004 13 14 36.900000000000006 31.500000000000004 39.07500000000001 16.750000000000004 26.500000000000004
decision_type=9 9 9 9 9 9 9 8 10 9 9 9 9 9 10 8 9 10 8 10 10 8 8 9 9 10 8 10 10 10
left_child=-1 23 10 29 5 7 -6 -5 12 14 17 25 13 28 -7 16 -11 -3 -10 20 -15 -18 -13 24 27 -12 -14 -2 -8 -4
right_child=1 2 3 4 6 9 8 -9 18 15 11 22 26 19 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010563867140634237 -4.277697491318603e-06 -0.00024324589527869854 1.2482284944943561e-05 -2.6663517893070797e-05 5.1041339248154105e-06 -1.0325569742922719e-07 -6.6727535798246443e-09 -2.9731128688951402e-06 -0.00068590775880426587 4.428254254480946e-06 -4.3114332694052775e-05 -4.3318857992486758e-05 1.9003737028260487e-06 9.8557198324258393e-07 -7.7486266562909695e-05 2.6734273144889118e-05 1.10373279667634e-05 -0.00042703885944634707 1.9141527548080482e-05 3.8505968191533346e-06 -6.9487461733929891e-06 -4.9075833755350307e-06 -2.4149479950545549e-05 3.5747642563264121e-05 6.5062272178018645e-06 0.0001260593546694302 4.1260763336268558e-05 1.0112023323744953e-05 1.2314213180238754e-05 4.5060991809905931e-05
leaf_weight=242 62 52 28 35 286 82 60 259 72 132 26 43 43 30 28 128 40 68 35 32 109 206 142 171 103 80 140 46 87 77
leaf_count=242 62 52 28 35 286 82 60 259 72 132 26 43 43 30 28 128 40 68 35 32 109 206 142 171 103 80 140 46 87 77
internal_value=0.000575891 0.000312569 -1.71599e-05 0.000289583 0.000119008 -0.000564604 0.00081326 -0.00217705 5.16964e-05 0.000229665 -0.00141232 -0.000516556 0.000565737 -0.000267477 -0.00198347 0.000742747 0.000189974 -0.00335878 -0.00233333 -0.00151648 -0.00231429 -0.000684825 -0.00173469 0.00225954 0.00127928 0.00157265 0.00191753 -6.72268e-05 0.00118987 0.00293103
internal_weight=2944 2702 2320 1909 1804 910 894 294 608 616 411 291 501 318 110 506 378 120 107 171 139 246 185 382 211 106 183 108 147 105
internal_count=2944 2702 2320 1909 1804 910 894 294 608 616 411 291 501 318 110 506 378 120 107 171 139 246 185 382 211 106 183 108 147 105
cat_boundaries=0 12 38 40 43 45 46 47 64 65 66 67 68 69 71 73
cat_threshold=268566528 33 34865152 8192 0 0 0 8192 0 671088640 32800 2097280 1073741840 8 0 0 2147483648 1 0 0 1 0 0 4 8192 0 0 0 0 0 0 8192 128 524288 0 0 0 32768 257 8212 0 2148073472 524288 1098754 34 4 4 0 0 0 0 0 0 0 131072 67584 0 0 0 0 0 0 0 4096 42 11266 36 83951648 50176 256 2048 100672 32
is_linear=0
shrinkage=0.04


Tree=113
num_leaves=31
num_cat=15
split_feature=7 7 12 11 0 12 9 12 0 7 12 1 12 6 3 0 15 0 4 3 0 12 6 3 6 3 3 0 0 3
split_gain=1.52217 0.854419 0.645506 0.572394 0.583879 0.499492 0.24258 0.51429 0.567999 0.33832 0.757513 0.745928 0.707049 0.478917 0.405648 0.68464 0.35434 0.281738 0.252991 0.221827 0.221035 0.353474 0.21396 0.369391 0.212273 0.200018 0.163187 0.132504 0.132493 0.107964
threshold=0 1 2 3 8.5000000000000018 4 5 6 25.500000000000004 7 8 3.5000000000000004 9 10 1.0000000180025095e-35 29.500000000000004 11 31.500000000000004 4050.0000000000005 2007.5000000000002 43.175000000000004 12 13 1993.5000000000002 14 2019.5000000000002 2018.5000000000002 39.07500000000001 18.500000000000004 1997.5000000000002
decision_type=9 9 9 9 8 9 9 9 8 9 9 10 9 9 10 10 9 8 10 8 10 9 9 10 9 8 8 10 10 10
left_child=-1 2 -2 -3 -5 24 7 -7 -9 12 11 -11 -8 27 15 -13 19 -18 -19 -15 21 -4 -10 -24 26 -21 -6 -12 -27 -29
right_child=1 3 20 4 5 6 9 8 22 10 13 14 -14 16 -16 -17 17 18 -20 25 -22 -23 23 -25 -26 28 -28 29 -30 -31
leaf_value=9.7406162828633615e-05 -2.7811691487774086e-05 2.9382215827326294e-05 -2.6986775041774511e-06 -6.9184700915963894e-05 1.4731374945643437e-05 2.4988044796231623e-05 -1.3135119048681027e-06 -2.0790805780824124e-05 2.5526729742088059e-05 -0.00044918153257180225 6.851036697420285e-05 1.0299461398345174e-07 3.4248998630716489e-06 -0.00012569667283177994 5.3356172700447851e-05 -0.00038228031998359033 -2.5186723912096105e-07 0.00075912803234214901 -0.00020247293622242043 0.00056766436224953728 -0.00030062525307716611 1.1549860442091178e-05 -4.4730909013159863e-05 0.0023913230798190649 3.3982547733605818e-06 1.4715607990644394e-07 -1.2305501614007048e-05 1.01567934458537e-05 -8.1735189221119841e-05 0.00041541864914964005
leaf_weight=342 102 229 111 25 36 150 116 31 172 34 52 78 232 39 81 97 77 64 25 37 33 115 77 34 204 52 82 84 94 46
leaf_count=342 102 229 111 25 36 150 116 31 172 34 52 78 232 39 81 97 77 64 25 37 33 115 77 34 204 52 82 84 94 46
internal_value=0.000841464 0.00050229 -0.00127957 0.000793271 0.000569458 0.000649624 0.00036126 0.00112842 0.000172308 5.9065e-05 -0.000367394 -0.00199336 0.00109192 0.000481928 -0.00130739 -0.00238636 -0.000320802 0.00103955 0.00262222 -0.00133906 -0.000162963 0.000281938 0.000746479 -0.000622951 0.00206607 -0.000804348 0.00055814 0.00211399 -0.00146939 0.00152672
internal_weight=2951 2609 361 2248 2019 1994 1672 464 314 1208 860 290 348 570 256 175 388 166 89 222 259 226 283 111 322 183 118 182 146 130
internal_count=2951 2609 361 2248 2019 1994 1672 464 314 1208 860 290 348 570 256 175 388 166 89 222 259 226 283 111 322 183 118 182 146 130
cat_boundaries=0 17 35 36 39 40 42 43 60 61 62 63 64 65 66 67
cat_threshold=268435459 1 1107296256 2097152 32 2 0 8192 0 0 32800 2097536 0 268435456 0 0 1073741824 0 0 605028352 524292 524288 134217728 0 805306368 0 134217760 8192 0 128 0 0 32 0 128 197920 32768 2149122048 524288 16910368 1073741824 20640 74048 0 128 0 2048 0 0 131072 0 65536 0 0 0 0 0 0 0 4112 1122368 67159104 322 67108864 68198464 408 452
is_linear=0
shrinkage=0.04


Tree=114
num_leaves=31
num_cat=9
split_feature=7 8 8 12 9 2 7 2 2 2 9 2 2 2 4 2 4 2 2 2 2 2 2 2 2 15 6 2 4 0
split_gain=1.54959 1.11164 0.67865 0.533517 0.590067 1.3872 0.548301 0.431758 0.360683 0.707551 0.325207 0.417718 0.323913 0.447127 0.326116 0.311834 0.301862 0.300242 0.28826 0.45369 0.279727 0.610612 0.421023 0.188344 0.209841 0.176033 0.228766 0.218479 0.174339 0.168864
threshold=0 1 2 3 4 3800.0000000000005 5 73.500000000000014 6.5000000000000009 2.5000000000000004 6 57.500000000000007 32.500000000000007 44.500000000000007 180.50000000000003 5.5000000000000009 7650.0000000000009 63.500000000000007 5.5000000000000009 19.500000000000004 19.500000000000004 21.500000000000004 10.500000000000002 35.500000000000007 11.500000000000002 7 8 6.5000000000000009 1557465000.0000002 39.07500000000001
decision_type=9 9 9 9 9 8 9 10 8 10 9 10 10 10 10 10 8 10 10 10 8 10 10 10 8 9 9 8 10 8
left_child=23 -2 16 4 5 12 -5 10 9 -6 18 25 14 -14 15 -4 -3 -13 -8 -20 22 -22 -18 24 -1 26 -12 -28 -10 -29
right_child=1 2 3 6 8 -7 7 -9 28 -11 11 17 13 -15 -16 -17 20 -19 19 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-5.6766506756166738e-05 1.3803042270015965e-05 -6.5546890824398584e-06 -3.5190792720426533e-06 2.2890602740364136e-05 0.00011696710637505294 -0.00036894996983496194 -0.00035160482290904949 7.5495502956357545e-06 3.30470693400297e-05 -9.1918427377678626e-05 1.5068464924133913e-06 -5.4450923965032335e-05 -5.5533074983497623e-07 -1.5061398305639357e-07 -2.7571169510861613e-05 4.8800746354515927e-06 -5.2039663271483282e-06 5.1361650605349944e-07 5.6438367583007575e-05 -0.00012267249539318911 -0.00065961461698945333 9.2930075627667943e-07 3.0781127359095982e-05 -1.3893013350098913e-06 -9.0840268644617678e-05 1.2470287710360306e-05 -4.4581282460933155e-05 -4.1500037610650379e-05 -9.3466388852224918e-05 6.0651528686279481e-05
leaf_weight=27 343 25 71 223 27 36 27 202 222 37 264 25 46 206 27 219 59 33 53 53 28 74 39 31 54 286 56 25 25 104
leaf_count=27 343 25 71 223 27 36 27 202 222 37 264 25 46 206 27 219 59 33 53 53 28 74 39 31 54 286 56 25 25 104
internal_value=0.00090502 0.00108925 0.000786257 0.00099561 0.00024164 -0.000487013 0.00150073 0.00111677 0.00162733 -0.000984615 0.000759439 0.0010597 -7.01739e-06 -0.0010751 0.000842767 0.00123711 -0.00127119 -0.00216949 -0.00102778 -0.000149533 -0.00079602 -0.00225243 0.000727273 -0.00351219 -0.00482927 0.00133152 0.000773913 -0.000306122 0.00237097 0.000584616
internal_weight=2947 2835 2492 2267 916 605 1351 1128 311 64 926 793 569 252 317 290 225 58 133 106 200 102 98 112 81 735 449 185 247 129
internal_count=2947 2835 2492 2267 916 605 1351 1128 311 64 926 793 569 252 317 290 225 58 133 106 200 102 98 112 81 735 449 185 247 129
cat_boundaries=0 18 48 74 76 78 95 97 98 99
cat_threshold=16384 0 0 524288 0 0 0 0 0 134217760 0 64 0 0 0 32 0 128 1073741824 4 0 134217728 0 1 0 0 1 32768 0 4 0 0 0 0 0 0 0 10240 128 524288 0 0 0 32768 0 0 0 8192 268435456 2048 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 16384 67167328 2 129 2052 3 129 0 0 0 0 0 0 65536 0 32 384 0 268435456 0 0 4112 0 12304 67108864 90
is_linear=0
shrinkage=0.04


Tree=115
num_leaves=31
num_cat=10
split_feature=7 8 7 9 11 2 12 17 0 2 12 0 0 0 2 2 2 2 12 2 3 1 2 3 3 1 2 5 12 2
split_gain=1.23667 1.01888 0.871798 0.741515 0.483299 0.457743 0.573129 0.333389 0.316299 0.404789 0.313236 0.346942 0.309735 0.416119 0.553581 0.4034 0.292975 0.287552 0.397624 0.330628 0.278112 0.273129 0.329271 0.326373 0.261318 0.255938 0.318732 0.231475 0.30905 0.220433
threshold=0 1 2 3 4 12.500000000000002 5 6 15.500000000000002 44.500000000000007 7 39.07500000000001 45.425000000000004 40.675000000000004 48.500000000000007 63.500000000000007 77.500000000000014 36.500000000000007 8 44.500000000000007 2016.5000000000002 5.5000000000000009 28.500000000000004 2006.5000000000002 2004.5000000000002 5.5000000000000009 40.500000000000007 1.5000000000000002 9 9.5000000000000018
decision_type=9 9 9 9 9 8 9 9 10 10 9 10 8 10 8 8 8 10 9 10 8 8 10 8 10 10 8 8 9 10
left_child=-1 8 3 20 10 7 25 -6 9 -2 11 -4 13 15 -15 17 -17 18 -8 -19 -3 22 23 -20 -18 -7 -27 -9 29 -29
right_child=1 2 4 -5 5 6 12 27 -10 -11 -12 -13 -14 14 -16 16 24 19 21 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0001264308081679747 2.5689343339948787e-06 -2.8864817083236405e-05 1.3307450493367173e-05 -0.00014765038602512789 -3.2395378621883437e-06 2.1045788362979185e-06 2.5392872639218069e-06 -7.9430790001111319e-06 2.2665102713261759e-05 -5.4646659437478151e-07 4.7942724487975156e-05 -5.1214167191904909e-06 2.4237297239724501e-05 6.881732319360297e-06 -0.0011188503002412939 1.7253175503677653e-06 1.7884655536613419e-06 -8.1005563455016958e-07 0.001482193886411347 -6.2310394548475872e-06 4.0659794857309925e-06 8.9279531988432659e-06 -0.00015214530127185608 -2.2250259017055656e-05 -0.00013248774324952991 -1.9136045867416867e-05 1.1910234576317445e-06 5.3729783549386786e-06 1.0068125124254759e-05 0.0011903956474213185
leaf_weight=323 34 26 32 106 110 265 118 28 321 25 161 80 50 34 25 38 180 62 26 79 118 42 31 103 26 30 35 169 192 52
leaf_count=323 34 26 32 106 110 265 118 28 321 25 161 80 50 34 25 38 180 62 26 79 118 42 31 103 26 30 35 169 192 52
internal_value=0.000973306 0.000671522 0.000337371 -0.00183908 0.000622537 0.000363423 -9.08295e-05 0.00131159 0.00255754 -6.66665e-05 0.00215493 0.000390244 -0.000659394 -0.000867974 -0.00406667 -0.000594901 0.000718367 -0.00129004 -0.000623053 -0.00278873 0.000103226 -0.00165258 -0.00248447 -0.00156923 0.000115942 0.00129032 -0.000909091 0.00177876 0.00205797 0.00087931
internal_weight=2921 2598 2218 250 1968 1695 1144 551 380 59 273 112 814 764 59 705 244 461 320 141 144 202 160 129 206 330 65 441 413 221
internal_count=2921 2598 2218 250 1968 1695 1144 551 380 59 273 112 814 764 59 705 244 461 320 141 144 202 160 129 206 330 65 441 413 221
cat_boundaries=0 17 43 61 63 66 68 69 70 71 73
cat_threshold=268435457 33 1107296256 8192 32 64 0 8192 0 134217760 32 0 0 0 67108864 0 1073741840 1073741824 0 0 0 0 1 0 2147483648 1 0 0 2052 0 1048576 0 0 0 0 4096 8192 128 0 4194304 0 0 268435456 0 16 536870912 2621444 0 134217728 0 536870912 33554432 0 8192 64 0 0 0 32 128 128 0 6144 49152 2148597760 524288 142336 32 8 1171712 49248 67618 34
is_linear=0
shrinkage=0.04


Tree=116
num_leaves=31
num_cat=12
split_feature=7 7 1 12 9 0 0 1 2 2 9 6 0 5 7 2 6 2 1 0 13 12 13 2 0 2 2 5 12 1
split_gain=0.962589 0.771734 0.51275 0.455606 0.570688 0.679286 0.370059 0.49242 0.400667 0.34894 0.308364 0.685575 0.445417 0.383379 0.315932 0.551005 0.254438 0.546182 0.367604 0.328852 0.319546 0.326114 0.207223 0.290878 0.178097 0.173904 0.166769 0.25294 0.165599 0.395704
threshold=0 1 5.5000000000000009 2 3 40.250000000000007 48.175000000000004 5.5000000000000009 81.500000000000014 155.00000000000003 4 5 48.175000000000004 9.0000000000000018 6 80.500000000000014 7 56.500000000000007 2.5000000000000004 24.500000000000004 8 9 10 3.5000000000000004 18.500000000000004 10.500000000000002 39.500000000000007 2.5000000000000004 11 5.5000000000000009
decision_type=9 9 8 9 9 10 10 8 8 10 9 9 10 8 9 8 9 10 10 10 9 9 9 10 10 10 10 8 9 10
left_child=2 -2 -1 4 5 9 7 8 -7 16 11 13 14 -5 15 -12 18 19 -3 -18 21 -20 23 -6 -23 -13 27 -27 -16 -30
right_child=1 3 -4 10 22 6 -8 -9 -10 -11 12 25 -14 -15 28 -17 17 -19 20 -21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00014725499389024485 0.0001173877677699896 -8.0466534698914213e-05 3.600534085409431e-05 -3.0843694236187515e-05 -8.7935964646459921e-06 -0.00092458101445786899 5.3437260822754828e-06 -2.9298779681218806e-06 -0.0012184445950711208 5.1354770509810147e-06 2.416617682580145e-06 2.2202716965442106e-05 -0.00020651878456673256 -6.6349271398951935e-05 6.5088658272886225e-06 -0.00013173519809255528 0.00017565588767660855 -0.00016538355623518783 -8.804382031072195e-07 -1.423637576221732e-05 1.7950536832364797e-06 1.7776813917613747e-07 2.8786179105418121e-05 5.9092782923764425e-06 1.4147724206611942e-05 1.7412529379588646e-05 5.7079056663443825e-06 -2.9463339162493536e-05 4.9466030840509693e-06 -1.0500398298083973e-07
leaf_weight=78 230 38 31 26 27 42 28 37 25 70 76 67 27 87 495 25 25 37 117 194 187 66 210 167 64 34 52 26 271 44
leaf_count=78 230 38 31 26 27 42 28 37 25 70 76 67 27 87 495 25 25 37 117 194 187 66 210 167 64 34 52 26 271 44
internal_value=0.000830579 0.000975401 -0.0027 0.000767379 0.000249814 -0.000297556 -0.00294737 -0.0040381 -0.00605882 0.000140175 0.00132152 0.000158416 0.00167756 -0.00216129 0.00184649 -0.000321428 -0.000120713 -0.00110861 0.000430642 -0.000381818 0.000772414 -0.00020155 0.00148434 0.000468293 0.00113475 0.00166316 0.000778761 -0.000655738 0.00209501 0.00288344
internal_weight=2903 2794 109 2564 1334 930 132 104 67 798 1230 292 938 113 911 101 728 256 472 219 434 247 404 194 130 179 112 60 810 315
internal_count=2903 2794 109 2564 1334 930 132 104 67 798 1230 292 938 113 911 101 728 256 472 219 434 247 404 194 130 179 112 60 810 315
cat_boundaries=0 18 32 34 36 38 39 52 53 54 56 57 58
cat_threshold=0 0 0 2097152 524288 134217792 0 0 0 0 8192 0 0 0 0 32 128 128 268566529 268435489 33554432 270336 0 0 0 8192 0 0 32800 128 0 268435456 108640 34 256 10372 1073741825 28672 198 0 128 1056768 0 0 0 0 536870912 65536 0 0 0 128 140 2 10240 32 2 1048834
is_linear=0
shrinkage=0.04


Tree=117
num_leaves=31
num_cat=14
split_feature=7 8 7 8 12 3 11 18 7 6 1 12 1 3 3 1 1 16 3 1 1 8 4 4 5 3 6 5 12 1
split_gain=1.49499 1.38239 0.970891 0.79322 0.800624 0.877885 0.983397 0.594246 0.363514 0.342882 0.635824 0.291063 0.257043 0.219481 0.41817 0.208219 0.171391 0.154882 0.145851 0.136563 0.150587 0.118317 0.192329 0.145191 0.109489 0.108401 0.088755 0.256213 0.226137 0.123286
threshold=0 1 2 3 4 2018.5000000000002 5 6 7 8 5.5000000000000009 9 5.5000000000000009 2001.5000000000002 2017.5000000000002 4.5000000000000009 5.5000000000000009 10 2017.5000000000002 5.5000000000000009 4.5000000000000009 11 1050.0000000000002 27072.500000000004 1.0000000180025095e-35 2010.5000000000002 12 9.0000000000000018 13 2.5000000000000004
decision_type=9 9 9 9 9 8 9 9 9 9 8 9 10 10 10 10 8 1 8 8 10 9 10 10 10 10 9 8 9 10
left_child=-1 -2 15 -4 5 -5 19 -8 -6 10 17 12 24 21 25 -3 -11 -9 -17 20 -7 22 -13 26 -10 -15 -23 -28 -29 -30
right_child=1 2 3 4 8 6 7 9 11 16 -12 13 -14 14 -16 18 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=7.1640052944978424e-05 2.1833097402432202e-05 3.393788209563522e-06 -0.00017441667630993009 3.9430127670359304e-05 -3.195273244701623e-07 8.7651402198988024e-06 -0.00041318658852066044 -4.3307717818441579e-05 3.148470079448473e-06 2.9127956521751895e-06 1.7813500767519584e-05 6.7162019645170282e-06 7.2069130008845156e-07 -5.8000884930233784e-06 0.00021645655771523669 -0.00014003438722698226 -0.00046850718808050967 -3.832509079498615e-05 -1.2301776258649824e-05 4.9089343873396721e-06 -7.8188569000595343e-08 7.5117275686157516e-05 -4.591156735354488e-06 0.00010236953855982238 4.0024441065209072e-06 -0.00019606889652628724 -0.00035366609009375433 8.4593396291451164e-06 -0.00011119699661314644 8.2794702682234444e-07
leaf_weight=306 364 26 101 136 159 49 40 78 211 154 33 67 53 53 42 34 48 36 151 63 111 156 49 44 25 44 31 128 25 111
leaf_count=306 364 26 101 136 159 49 40 78 211 154 33 67 53 53 42 34 48 36 151 63 111 156 49 44 25 44 31 128 25 111
internal_value=0.000884944 0.000565135 0.000190392 0.000460642 0.000645887 -0.000379446 -0.00103099 -0.00221 0.00128371 -0.00172571 -0.00311392 0.0015581 0.00265333 0.00110381 -0.000314286 -0.00232432 -0.000525821 -0.00473043 -0.00290323 0.00107692 0.000496895 0.00144444 0.000188977 0.0016996 0.00330802 -0.0017551 0.00151327 0.000980392 0.00141887 0.000163265
internal_weight=2928 2622 2258 2047 1946 748 612 389 1198 349 147 1039 289 750 139 211 202 114 185 223 160 611 116 495 236 97 451 295 264 136
internal_count=2928 2622 2258 2047 1946 748 612 389 1198 349 147 1039 289 750 139 211 202 114 185 223 160 611 116 495 236 97 451 295 264 136
cat_boundaries=0 18 48 66 96 98 101 102 109 110 112 113 134 135 136
cat_threshold=268435456 1 34611200 0 524290 66 0 268443648 0 0 32768 2097280 75497472 0 67108864 0 0 32768 1073741840 4 0 0 2147483648 0 0 2147483648 0 0 0 4 10240 0 0 0 0 0 0 8192 0 0 4194304 0 0 32768 0 0 0 8192 131072 0 536870912 524292 0 0 0 536870912 0 134217760 8192 0 0 0 0 32 128 128 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 16384 0 0 524288 4096 59488 2 32 2147483648 524288 4 0 0 67108864 0 0 0 131072 12 16909312 32 2 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 128 324 258
is_linear=0
shrinkage=0.04


Tree=118
num_leaves=31
num_cat=12
split_feature=7 7 2 1 11 4 12 2 9 0 15 12 12 0 2 2 4 4 7 2 2 2 9 7 12 2 2 0 2 2
split_gain=1.28389 0.997813 0.828354 0.483087 0.433707 0.574801 0.312363 0.829473 0.305304 0.518468 0.315047 0.870869 0.3541 0.285595 0.636044 0.261887 0.28537 0.338647 0.261661 0.261312 0.37723 0.24253 0.188449 0.1976 0.302056 0.807881 0.17132 0.166816 0.231537 0.268059
threshold=0 1 89.500000000000014 2.5000000000000004 2 10347970000.000002 3 9.5000000000000018 4 27.750000000000004 5 6 7 44.07500000000001 24.500000000000004 1.5000000000000002 6050.0000000000009 456.00000000000006 8 40.500000000000007 4.5000000000000009 7.5000000000000009 9 10 11 37.500000000000007 20.500000000000004 9.5000000000000018 13.500000000000002 8.5000000000000018
decision_type=9 9 10 8 9 10 9 10 9 10 9 9 9 10 10 8 8 8 9 8 10 10 9 9 9 10 10 8 8 10
left_child=-1 2 13 -3 6 8 7 -5 9 -6 11 -10 15 14 -2 -12 17 -17 -14 20 -13 -11 23 26 25 -25 -18 -20 29 -29
right_child=1 3 -4 4 5 -7 -8 -9 10 21 12 19 18 -15 -16 16 22 -19 27 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00011419143160985589 4.9696504914718974e-06 -7.0906859162979613e-05 5.152248947459623e-05 -0.00044081209208181852 -3.8445214115615499e-05 -0.00031598351958028536 3.2806021515917917e-05 1.1405010373656005e-05 1.002320415301585e-05 0.00016378899332420774 -1.3004252849466753e-05 2.069093484931122e-05 5.3948884162281533e-07 -0.00046042804165002152 -2.2157978627785174e-05 1.2249573969513813e-05 6.133243056646569e-07 -4.9098761749820741e-06 -4.2948326496755963e-07 1.4722976828234237e-06 -4.593106491658493e-05 -5.9761075157238757e-06 2.207935283882578e-05 2.4504616356765722e-06 1.4789473079684476e-06 -1.1103874887590585e-06 6.1841022829090224e-06 1.5922112074067357e-05 4.062895256764965e-06 -2.0823009721174865e-06
leaf_weight=332 88 29 32 31 35 26 189 72 117 54 28 28 114 25 69 34 41 47 25 63 98 118 290 74 267 38 68 107 335 57
leaf_count=332 88 29 32 31 35 26 189 72 117 54 28 28 114 25 69 34 41 47 25 63 98 118 290 74 267 38 68 107 335 57
internal_value=0.000983629 0.000672797 -0.00188444 0.00090985 0.000977514 0.000759518 0.00240264 0.00045614 0.000839627 -0.000605504 0.00100109 -0.000176656 0.00123698 -0.00301639 -0.00235443 0.000699332 0.000832558 -0.00141463 0.00195994 -0.00182 -0.00296063 0.000277457 0.00106804 0.00054509 9.23078e-05 -0.00156098 0.00196667 0.00234766 0.002552 0.00130909
internal_weight=2931 2599 214 2385 2356 2064 292 103 2038 207 1831 306 1525 182 157 887 859 81 638 189 126 172 778 488 379 112 109 524 499 164
internal_count=2931 2599 214 2385 2356 2064 292 103 2038 207 1831 306 1525 182 157 887 859 81 638 189 126 172 778 488 379 112 109 524 499 164
cat_boundaries=0 17 35 38 39 41 42 43 45 55 57 66 68
cat_threshold=268451840 33 33554432 0 524288 8258 0 4202496 33554432 0 32 0 16 0 67108864 0 1073745936 0 16 603979776 524288 0 0 0 268435456 0 32 8192 0 128 0 0 32 128 128 2147500032 2148597760 528384 116992 1 4 2281701376 196962 1124674 2 0 0 0 0 0 0 131072 536870912 2048 8192 0 2064 0 0 0 0 0 0 131072 0 2048 2368 2
is_linear=0
shrinkage=0.04


Tree=119
num_leaves=31
num_cat=9
split_feature=7 8 7 8 2 12 7 7 2 17 4 4 9 3 3 2 2 2 2 2 0 2 2 1 2 2 2 2 2 2
split_gain=1.30757 0.891081 0.568421 0.620425 0.564883 0.52206 0.978297 0.414324 1.47625 0.420873 0.380494 0.352153 0.448046 0.333138 0.276238 0.467571 0.591094 0.269867 0.7266 0.257552 0.222949 0.219611 0.261435 0.610299 0.214936 0.195453 0.194018 0.307867 0.420279 0.179795
threshold=0 1 2 3 13.500000000000002 4 5 6 71.500000000000014 7 4050.0000000000005 2560040000.0000005 8 1996.5000000000002 2015.5000000000002 26.500000000000004 40.500000000000007 42.500000000000007 28.500000000000004 13.500000000000002 39.07500000000001 42.500000000000007 65.500000000000014 5.5000000000000009 147.50000000000003 52.500000000000007 51.500000000000007 34.500000000000007 16.500000000000004 6.5000000000000009
decision_type=9 9 9 9 10 9 9 9 10 9 8 8 9 10 10 8 8 10 8 10 10 8 10 10 8 10 10 10 10 8
left_child=4 -2 29 13 -1 6 26 8 10 17 -7 -8 -13 19 15 -14 -17 18 -9 -4 -18 -11 25 -24 -22 -23 27 28 -5 -3
right_child=1 2 3 5 -6 7 11 9 -10 21 -12 12 14 -15 -16 16 20 -19 -20 -21 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0003731972324881717 1.5896608142546028e-05 3.8398303370400877e-05 -0.00022970948168668124 -2.1590668107253269e-05 -6.1023155177985838e-06 -3.0733295036774815e-05 3.467468530837049e-05 2.7135661598119318e-06 -8.4556893776613465e-06 6.8371692121411175e-06 3.2768018678380127e-06 -2.6270911353962525e-05 1.089583987647681e-05 -0.00025234789152869564 -0.00010297816699492379 -2.8508950960852328e-06 5.2396841513787955e-06 7.0916564129388951e-05 -0.00012613048825896786 8.0923207552256602e-06 4.6937234904091297e-05 1.3641399395379978e-06 4.4553457687060294e-06 -1.4120368841587272e-06 -0.00028317954341107508 -1.2543862237214584e-05 -1.175077345292752e-07 -5.1911619050304387e-07 6.8441272069030829e-07 0.00082386930662559424
leaf_weight=47 380 28 42 31 56 25 61 233 27 453 207 108 200 27 44 56 92 61 38 58 51 108 134 28 26 28 25 25 25 191
leaf_count=47 380 28 42 31 56 25 61 233 27 453 207 108 200 27 44 56 92 61 38 58 51 108 134 28 26 28 25 25 25 191
internal_value=0.000816187 0.000980517 0.000690954 0.000491007 -0.00340351 0.000659991 -0.000190728 0.00112934 -0.000311111 0.00147349 0.00072103 0.000419106 0.000117647 -0.00211594 0.000658333 0.000985916 -0.000265487 0.00025656 -0.000279412 -0.00118812 0.000917647 0.002 0.00117726 0.00225767 -0.000666667 -0.000116788 -0.00355556 -0.00482927 -0.00308772 0.0025913
internal_weight=2915 2812 2432 2213 103 2086 744 1342 259 1083 232 638 577 127 469 425 225 332 271 100 169 751 298 162 77 136 106 81 56 219
internal_count=2915 2812 2432 2213 103 2086 744 1342 259 1083 232 638 577 127 469 425 225 332 271 100 169 751 298 162 77 136 106 81 56 219
cat_boundaries=0 18 48 65 89 91 100 109 110 112
cat_threshold=131072 0 0 524288 524288 0 0 0 0 0 8192 0 128 0 0 32 0 128 1073741824 4 0 0 0 1 524288 0 0 0 0 4 0 1048576 0 0 0 0 4096 10240 256 0 0 0 0 49152 0 0 0 8192 268435457 33 0 8192 0 0 0 8192 0 8192 32 128 0 268435456 0 0 16 0 2048 0 0 0 0 0 0 0 0 0 0 64 0 0 4096 0 0 33554432 0 0 0 4194304 8 1050976 34 0 0 0 0 0 0 0 131072 33554432 0 0 1611661312 2048 0 0 33685504 536870912 65536 26 0 12292
is_linear=0
shrinkage=0.04


Tree=120
num_leaves=31
num_cat=8
split_feature=8 8 12 3 8 4 3 4 6 8 1 1 2 2 2 2 2 2 2 2 12 2 2 2 2 9 2 2 3 4
split_gain=0.992299 0.721205 0.586168 0.569766 0.370763 0.368176 0.353179 0.348768 0.347737 0.508674 0.324984 0.292878 0.429923 0.348712 0.289112 0.280316 0.267532 0.667244 0.282807 0.405577 0.247936 0.666664 0.438226 0.304311 0.292853 0.208614 0.272577 0.259998 0.238227 0.196395
threshold=0 1 2 2019.5000000000002 3 267495000.00000003 2001.5000000000002 520.00000000000011 4 5 5.5000000000000009 4.5000000000000009 88.500000000000014 35.500000000000007 25.500000000000004 182.50000000000003 17.500000000000004 4.5000000000000009 36.500000000000007 54.500000000000007 6 37.500000000000007 9.5000000000000018 4.5000000000000009 1.5000000000000002 7 61.500000000000007 70.500000000000014 1998.5000000000002 6050.0000000000009
decision_type=9 9 9 8 9 8 10 10 9 9 10 10 10 8 10 10 10 10 10 10 9 8 10 10 8 9 8 8 8 10
left_child=-1 7 3 -3 6 -5 14 -2 9 10 16 -10 13 -13 -4 20 17 -7 -18 -20 21 22 23 -6 -22 27 28 29 -27 -26
right_child=1 2 4 5 15 8 -8 -9 11 -11 -12 12 -14 -15 -16 -17 18 -19 19 -21 24 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.5128967762690104e-05 -0.00026709479013003806 4.0663717205554467e-05 -5.0658899675426048e-06 6.7997207845875235e-06 7.2060114119784528e-06 -1.8743508737328175e-06 -6.8742287729014412e-06 0.00010426265389432504 3.8847303913238386e-06 1.970496477850232e-05 1.407568687308452e-06 -0.00010544684993152272 2.6493140763292176e-06 -0.00046838346151139909 2.0153382689296154e-05 5.3176272990386976e-05 4.2569023189061076e-06 -2.6853003722478978e-05 -1.3585830716327837e-06 7.1599985968915048e-07 -2.723138294778768e-06 -6.2965499691011583e-07 7.792772310845282e-06 -5.0024518273217854e-05 4.9610077145321049e-08 -0.00017749208972627815 5.1902397856696809e-06 -3.6654983893087647e-05 3.9891804627812265e-06 7.8322292823334672e-05
leaf_weight=286 79 103 146 39 54 30 41 28 28 116 48 90 28 29 60 111 37 32 32 49 32 181 205 63 92 35 202 27 624 28
leaf_count=286 79 103 146 39 54 30 41 28 28 116 48 90 28 29 60 111 37 32 32 49 32 181 205 63 92 35 202 27 624 28
internal_value=0.000845738 0.000595523 0.000733774 -0.000291667 0.00108996 -0.000801431 -0.000356589 -0.00247458 -0.00108462 -0.000292958 -0.00137238 -0.00247312 -0.00332432 -0.00436667 0.000309179 0.00130691 -0.00220994 -0.00431746 -0.00107563 -0.00239024 0.00117358 0.000412451 0.00151084 -0.000440678 0.00152236 0.00165709 0.00188532 0.000177215 0.00150909 0.000991736
internal_weight=2955 2669 2562 661 1901 558 247 107 519 344 228 175 147 119 206 1654 180 62 118 81 1543 503 322 117 1040 1008 861 147 659 120
internal_count=2955 2669 2562 661 1901 558 247 107 519 344 228 175 147 119 206 1654 180 62 118 81 1543 503 322 117 1040 1008 861 147 659 120
cat_boundaries=0 30 60 62 89 90 113 114 116
cat_threshold=1073741840 0 4 0 65536 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 128 524288 0 0 0 268435456 4 0 0 8192 0 2048 0 0 1073750016 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 0 4096 1073440 2 268435456 4 0 134217728 0 1 0 2147483648 1 0 0 131072 8192 0 0 4096 0 0 0 2048 0 0 0 0 0 0 64 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 256 0 20971520 165952 0 12288
is_linear=0
shrinkage=0.04


Tree=121
num_leaves=31
num_cat=15
split_feature=7 8 7 8 2 9 16 12 10 15 8 2 2 2 15 2 2 16 2 12 2 3 6 2 2 2 1 2 6 2
split_gain=1.0848 0.86285 0.755898 0.483185 0.454834 0.416687 0.27516 0.27075 0.551108 0.552878 0.395666 0.781911 0.342152 0.519286 0.338621 0.478749 0.385265 0.770125 0.323015 0.264358 0.360177 0.294248 0.268564 0.561791 0.389505 0.385249 0.254853 0.283174 0.247286 0.352283
threshold=0 1 2 3 35.500000000000007 4 5 6 7 8 9 4.5000000000000009 75.500000000000014 49.500000000000007 10 1.5000000000000002 15.500000000000002 11 37.500000000000007 12 1.5000000000000002 1999.5000000000002 13 43.500000000000007 15.500000000000002 4.5000000000000009 2.5000000000000004 81.500000000000014 14 39.500000000000007
decision_type=9 9 9 9 8 9 1 9 9 9 9 8 10 10 9 8 10 1 10 9 10 10 9 10 8 10 10 8 9 10
left_child=-1 -2 4 26 -3 7 -7 8 9 18 11 -11 13 -13 16 -16 -9 -18 -5 20 -12 -22 -21 24 25 -24 -4 -28 29 -17
right_child=1 2 3 5 -6 6 -8 14 -10 10 19 12 -14 -15 15 28 17 -19 -20 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=9.4294604454052487e-05 4.3327345667380448e-05 -8.4893000554959252e-05 0.00049080817984122592 5.7814110809878647e-06 5.1062882053615984e-06 0.0016364224063829575 -1.973994304117737e-05 1.7708784481203732e-05 0.00036861337963556062 1.959114662332732e-06 -0.00026302563526639364 -3.4214230208837983e-05 -9.3165310832403497e-06 -1.606902893813329e-05 -2.9179843249984277e-05 3.3448957028786542e-06 -0.00074044472342537282 -3.0244393564267759e-08 3.0900372004484091e-08 2.1506187891390242e-05 2.4267442626339707e-07 -4.6659903833555811e-05 1.5314341388692976e-05 -4.4175618830001473e-05 2.1350462594648125e-05 -4.04011841737972e-05 -0.00021449722764624104 8.7160324658892529e-05 3.1772882605149903e-06 8.9515736980694337e-07
leaf_weight=208 210 59 77 102 55 264 39 64 119 26 30 95 38 26 25 229 27 115 75 100 236 91 31 36 73 65 41 34 149 166
leaf_count=208 210 59 77 102 55 264 39 64 119 26 30 95 38 26 25 229 27 115 75 100 236 91 31 36 73 65 41 34 149 166
internal_value=0.000722643 0.000497784 0.000283427 0.000441275 -0.002752 0.00059319 0.00194904 0.000369103 -2.42633e-05 -0.000332367 -0.000759907 -0.00234694 -0.003525 -0.00455738 0.000941476 0.00144138 -0.000442396 -0.00162238 0.0016383 -0.00028529 -0.00101087 -0.000646341 0.00056962 -0.000277778 0.000682353 -0.000989691 -0.00166871 -0.00342105 0.00171743 0.00221675
internal_weight=2905 2697 2487 2373 114 2221 303 1918 1143 1024 847 185 159 121 775 569 206 142 177 662 357 327 305 205 169 96 152 75 544 395
internal_count=2905 2697 2487 2373 114 2221 303 1918 1143 1024 847 185 159 121 775 569 206 142 177 662 357 327 305 205 169 96 152 75 544 395
cat_boundaries=0 18 48 65 94 96 97 98 99 100 123 124 125 126 127 128
cat_threshold=268435456 1 0 2097280 65536 8192 0 536879104 0 134217728 32768 0 0 268435456 67108864 0 0 256 0 0 0 0 2147483648 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 8192 0 0 0 8 0 268484608 4 0 0 8192 0 0 536870912 524288 0 134217728 0 268435456 0 0 8192 256 0 0 0 32 128 0 2048 0 0 0 0 0 0 0 0 0 2048 0 0 0 4096 0 0 33554432 0 0 0 0 0 0 0 64 0 524288 0 30740 2 1148258 256 2157969408 16 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 20971520 2283798528 2 322 384 330
is_linear=0
shrinkage=0.04


Tree=122
num_leaves=31
num_cat=9
split_feature=7 8 17 9 2 2 8 3 12 1 11 0 0 2 0 2 2 2 0 1 12 7 3 2 2 0 3 2 2 2
split_gain=0.95521 0.743909 0.788678 0.709172 0.660015 0.513017 0.47573 0.359656 0.526219 0.465504 0.342565 0.303571 0.665317 0.382085 0.298642 0.288092 0.604967 0.275486 0.247322 0.242938 0.203063 0.548494 0.386637 0.464176 0.334445 0.387136 0.326084 0.288729 0.542239 0.238827
threshold=0 1 2 3 80.500000000000014 6.5000000000000009 4 2011.5000000000002 5 5.5000000000000009 6 42.250000000000007 46.250000000000007 67.500000000000014 35.250000000000007 7.5000000000000009 13.500000000000002 12.500000000000002 42.250000000000007 2.5000000000000004 7 8 2015.5000000000002 39.500000000000007 63.500000000000007 16.750000000000004 2021.5000000000002 49.500000000000007 12.500000000000002 61.500000000000007
decision_type=9 9 9 9 10 8 9 8 9 8 9 10 10 10 10 10 10 8 8 10 9 9 8 10 10 10 8 10 10 10
left_child=-1 17 3 4 7 -5 14 -3 9 15 -8 20 -13 -14 -4 -9 -17 -2 -7 -10 22 27 -12 26 25 -25 -24 28 -22 -23
right_child=1 2 6 5 -6 18 10 8 19 -11 11 12 13 -15 -16 16 -18 -19 -20 -21 21 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.000129637124978402 1.025029387179089e-05 -6.3074782265410312e-05 0.00025822447577491294 -0.000270413073742216 -7.4691291143070041e-05 -0.00019159446037842306 3.9036005147506055e-05 1.8997901656324373e-05 -2.5361917237460511e-06 3.0470982109548368e-05 3.2948086031179519e-05 -0.0010032716712715232 8.3058349785464173e-05 -0.00094338804643522651 -0.0003078477863996001 -2.0474850032194915e-05 -6.1461760151896317e-06 3.6164021788700355e-05 4.033531525968406e-05 4.5986339270550364e-05 -0.00011887103786739819 2.1119369368487086e-06 -0.00024199091768482692 -2.647799342933976e-06 -2.2373728088620316e-07 5.0334541705626259e-08 1.0681068391224152e-06 -1.0009292334582917e-06 4.4983989685244392e-06 6.851837119547876e-06
leaf_weight=244 141 44 41 28 27 56 114 27 28 45 96 51 40 25 78 33 55 178 26 209 25 562 27 43 121 29 317 46 32 174
leaf_count=244 141 44 41 28 27 56 114 27 28 45 96 51 40 25 78 33 55 178 26 209 25 562 27 43 121 29 317 46 32 174
internal_value=0.000853189 0.000627336 0.000380083 -0.000896434 -0.000183716 -0.00363636 0.00078821 0.000190045 0.000572864 -0.00116959 0.000962055 0.000795497 -0.00116239 0.00151515 -0.00156923 -0.00258621 -0.00368539 0.00241212 -0.00231325 0.00172581 0.000955872 0.00136 0.000391304 -2.23047e-05 -0.00158763 -0.00372603 0.000857971 -0.00129825 0.000482759 0.00174565
internal_weight=2962 2718 2399 578 468 110 1821 441 397 160 1702 1588 116 65 119 115 88 319 82 237 1472 839 633 537 193 72 344 103 57 736
internal_count=2962 2718 2399 578 468 110 1821 441 397 160 1702 1588 116 65 119 115 88 319 82 237 1472 839 633 537 193 72 344 103 57 736
cat_boundaries=0 18 45 46 48 78 79 82 84 93
cat_threshold=268435456 1 33554432 8192 65536 2048 0 8192 0 32 32 0 0 0 0 0 1073745920 256 268435472 0 4 0 2147483648 1 0 0 0 32768 0 2052 10240 1048576 0 0 0 0 0 0 0 0 0 0 0 16384 4 26 0 30720 0 2056 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 4096 139298 0 2147484160 524288 1277984 34 0 128 0 4 0 0 0 536870912 65536
is_linear=0
shrinkage=0.04


Tree=123
num_leaves=31
num_cat=9
split_feature=7 12 8 7 11 0 12 3 2 2 1 1 2 17 2 6 0 2 2 1 1 2 2 3 0 12 2 3 0 2
split_gain=1.48494 0.969725 0.696783 0.754753 0.575289 0.471946 0.422582 0.583881 0.50425 0.834772 0.487971 0.355717 0.548461 0.500274 0.344671 0.320219 0.298813 0.576415 0.430849 0.289982 0.279848 0.367837 0.514925 0.278591 0.960196 0.259016 0.35586 0.242941 0.241392 0.321918
threshold=0 1 2 3 4 39.07500000000001 5 2015.5000000000002 3.5000000000000004 6.5000000000000009 5.5000000000000009 3.5000000000000004 33.500000000000007 6 28480.000000000004 7 15.500000000000002 39.500000000000007 9.5000000000000018 5.5000000000000009 5.5000000000000009 5.5000000000000009 14.500000000000002 2010.5000000000002 39.07500000000001 8 17.500000000000004 2015.5000000000002 22.250000000000004 8.5000000000000018
decision_type=9 9 9 9 9 10 9 8 8 8 10 8 8 9 8 9 10 10 10 10 8 10 10 10 10 9 8 8 10 10
left_child=1 4 25 14 19 -6 7 -5 -9 -10 16 12 -8 15 -4 -13 17 -11 -18 27 21 -3 -23 -15 -25 26 -2 -1 -29 -30
right_child=2 20 3 6 5 -7 11 8 9 10 -12 13 -14 23 -16 -17 18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=4.5021740945187951e-05 -5.3122084136562647e-06 -1.5243532907155178e-05 0.00011427194266702211 4.9012597675639582e-05 -5.5934958388410736e-05 -0.00023465841562278153 1.6704656567958746e-07 8.6175995073933904e-06 -0.00043111965220093209 9.7147379590252425e-07 -1.2552600577406847e-05 1.4594309351499654e-05 -5.6319264513647321e-06 1.5962214403257641e-06 8.5914215676651375e-05 -4.682386873107866e-05 -0.00012327012468080122 -8.330069660677517e-07 8.69115916450285e-06 1.2493725377597534e-05 2.1553238648140039e-05 0.00016261819795904332 -5.9937559156250982e-07 -0.00023320030473194888 8.3929938651963639e-05 2.4856208515760845e-05 7.8668362650802237e-06 5.8077269280202961e-07 3.2351793210535221e-05 -0.00010905387670665698
leaf_weight=30 54 35 181 55 30 70 57 40 29 30 39 276 40 786 38 143 51 30 95 28 83 51 144 25 91 215 60 25 35 59
leaf_count=30 54 35 181 55 30 70 57 40 29 30 39 276 40 786 38 143 51 30 95 28 83 51 144 25 91 215 60 25 35 59
internal_value=0.000786056 -0.000998336 0.00123615 0.000943976 -0.00268056 -0.00504504 0.000660734 -0.000536842 -0.00121905 -0.00183273 -0.00105691 0.000974108 -0.00134694 0.0011528 0.00311304 -9.30218e-06 -0.000270531 -0.00262295 0.000707483 -0.00112766 0.000530864 -0.00017316 0.000510204 0.0016736 -0.000136752 0.00292941 0.001088 -0.00189333 -0.0027 -0.00362105
internal_weight=2925 590 2335 2006 277 100 1787 369 314 274 245 1418 97 1321 219 419 206 60 146 177 313 230 195 902 116 329 114 149 119 94
internal_count=2925 590 2335 2006 277 100 1787 369 314 274 245 1418 97 1321 219 419 206 60 146 177 313 230 195 902 116 329 114 149 119 94
cat_boundaries=0 18 19 48 65 66 68 69 70 71
cat_threshold=0 0 538181632 524800 0 134225984 0 541065216 67584 402653216 8192 8448 128 0 67108864 32 1073741952 128 67159330 1342177280 0 0 0 0 1 0 0 1 0 0 2052 8192 0 0 0 0 0 0 8192 256 0 4194304 0 0 268451840 4 0 524288 268566528 49 33562624 0 524288 0 0 268443648 0 0 0 0 0 0 0 0 4112 36 1214464 2 42 384 1122400
is_linear=0
shrinkage=0.04


Tree=124
num_leaves=31
num_cat=9
split_feature=7 8 15 7 0 8 9 2 3 7 13 9 3 2 2 0 0 2 1 4 3 2 2 2 2 2 4 0 2 2
split_gain=1.25854 1.10304 0.697131 0.846876 0.451131 0.432401 0.705646 0.406752 0.381381 0.334471 0.584097 0.381036 0.430677 0.378504 0.787288 0.42268 0.315142 0.375795 0.359354 0.313304 0.377577 0.244286 0.264943 0.243259 0.231046 0.211443 0.251328 0.210744 0.469025 0.196053
threshold=0 1 2 3 52.740000000000002 4 5 224.50000000000003 1996.5000000000002 6 7 8 1998.5000000000002 10.500000000000002 37.500000000000007 23.500000000000004 42.250000000000007 1.0000000180025095e-35 5.5000000000000009 6670500000.000001 1996.5000000000002 15.500000000000002 58.500000000000007 8.5000000000000018 12.500000000000002 4.5000000000000009 20282.500000000004 15.500000000000002 53.500000000000007 86.500000000000014
decision_type=9 9 9 9 10 9 9 10 10 9 9 9 10 10 10 10 8 10 8 8 10 8 8 10 10 10 8 10 10 10
left_child=7 -2 21 -4 5 6 8 19 24 10 -7 12 23 15 -15 -12 17 18 -13 -1 -21 -3 -23 -11 -5 -8 -27 28 -16 -28
right_child=1 2 3 4 -6 9 25 -9 -10 11 13 16 -14 14 27 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00021189701817415758 8.1721811631045005e-05 1.0941271970248381e-05 2.7658405930209041e-05 -2.5754721854793537e-06 -2.495912163585936e-05 9.4029976467678527e-07 0.00022105814898931977 0.00016488770088769782 2.6646055056374667e-06 -5.1465908985555712e-05 -1.5201412566453218e-06 -9.7776124960603992e-05 0.0029859209971937624 9.6745414599682739e-07 -1.2023053375094834e-06 -2.1276902061592975e-05 8.1764187960866217e-05 7.0381370359078764e-06 4.5296567456664707e-05 -6.2546512013255604e-06 -0.0001033775053043353 -8.797784855722896e-05 -0.00031322833787637291 -0.00046289700308711768 -5.3864873187434645e-06 -7.5888634755394618e-06 1.181358366535263e-06 3.0085126832082579e-07 3.1293564349730074e-07 2.7316141320525846e-05
leaf_weight=30 327 27 239 37 36 179 69 37 37 39 49 26 36 102 31 33 89 894 30 116 43 41 46 42 68 27 102 45 28 27
leaf_count=30 327 27 239 37 36 179 69 37 37 39 49 26 36 102 31 33 89 894 30 116 43 41 46 42 68 27 102 45 28 27
internal_value=0.000889192 0.00112771 0.00081841 0.000975396 0.000699067 0.000783526 -0.000455026 -0.00192405 -0.00256209 0.00105998 0.00014226 0.00142588 -0.00071875 -0.000963211 -7.72945e-05 -0.00327711 0.00167238 0.00147213 -0.00168421 -0.00275789 -0.002025 -0.002112 -0.00331818 -0.00239024 -0.00396226 0.000932204 0.000152866 -0.00251429 -0.00406667 0.000892308
internal_weight=2932 2706 2379 2265 2026 1990 367 226 142 1623 467 1156 117 288 206 82 1039 950 56 189 159 114 87 81 105 225 156 104 59 129
internal_count=2932 2706 2379 2265 2026 1990 367 226 142 1623 467 1156 117 288 206 82 1039 950 56 189 159 114 87 81 105 225 156 104 59 129
cat_boundaries=0 18 48 49 66 96 98 115 116 118
cat_threshold=0 0 0 524288 0 134217728 0 268435456 33556480 134217728 8192 0 128 0 0 32 0 128 0 1048584 0 134217728 0 1 0 0 1 0 0 2052 0 1048576 0 0 0 0 4096 8192 0 524288 0 0 0 49152 4 0 524288 8192 135790592 268451841 1 0 8196 2 2 0 8192 0 0 32 0 16 0 0 0 4096 268435472 4 0 0 0 0 262144 0 0 0 0 0 0 512 268435456 4096 0 0 0 0 256 0 0 8 0 0 0 0 0 4096 0 2048 0 0 603979776 2048 0 0 0 537001984 65536 0 0 64 0 0 0 0 1073741824 4 0 8336
is_linear=0
shrinkage=0.04


Tree=125
num_leaves=31
num_cat=13
split_feature=7 7 15 9 0 0 0 12 1 3 12 3 3 13 12 0 5 12 0 6 12 5 3 1 12 11 3 1 0 0
split_gain=1.03696 0.680736 0.520442 0.400235 0.616305 0.62818 0.358635 0.33356 0.311429 0.303106 0.273412 0.537907 0.308682 0.265528 0.222339 0.181616 0.181361 0.173401 0.173235 0.240114 0.172805 0.159559 0.310833 0.147917 0.143406 0.179444 0.123673 0.113106 0.108728 0.0894848
threshold=0 1 2 3 28.500000000000004 43.175000000000004 45.425000000000004 4 4.5000000000000009 2012.5000000000002 5 1998.5000000000002 2014.5000000000002 6 7 23.500000000000004 1.5000000000000002 8 15.500000000000002 9 10 5.5000000000000009 2022.5000000000002 5.5000000000000009 11 12 1.0000000180025095e-35 4.5000000000000009 40.250000000000007 31.500000000000004
decision_type=9 9 9 9 8 10 10 9 10 8 9 10 10 9 9 10 10 9 8 9 9 8 8 8 9 9 10 10 10 8
left_child=17 21 14 4 -4 7 -7 -6 -9 -10 11 13 18 23 -3 -14 27 -1 -12 24 29 -2 -23 -5 28 26 -26 -15 -20 -21
right_child=1 2 3 10 5 6 -8 8 9 -11 12 -13 15 16 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.3351799716939492e-05 3.4292877133390005e-05 -6.2479940899759035e-05 -0.00019575153116911315 9.4094673068818046e-07 0.00047697403985281161 -0.00035292006243009029 1.454534421894145e-05 0.0027894936544988519 0.0015553634729040425 -4.5657339225270521e-05 4.3095190471102577e-07 2.9618784973217175e-05 2.4100065681689366e-05 -3.6206780873741284e-05 -1.0407257823412282e-07 -4.1996562697346958e-05 9.6855387101348988e-05 6.1259563854703289e-05 -2.3853508137818866e-06 -1.0280541126411915e-05 1.8750564212370955e-05 -1.9894189767608721e-05 -3.9246301606083014e-05 4.2612302752550177e-06 6.8395255092022711e-06 5.5500432906895119e-05 2.0028978400802415e-05 -2.7028125403049319e-07 3.1233917751283746e-05 3.513933841567171e-05
leaf_weight=119 30 100 27 152 100 29 27 50 36 91 192 92 25 32 129 87 25 227 114 45 337 36 56 25 153 173 50 269 25 74
leaf_count=119 30 100 27 152 100 29 27 50 36 91 192 92 25 32 129 87 25 227 114 45 337 36 56 25 153 173 50 269 25 74
internal_value=0.000733607 0.000449074 0.000597571 0.000785364 -0.000431267 3.59283e-05 -0.00378947 0.000820144 -0.000276596 -0.00134375 0.00102073 0.00029703 0.00135303 -0.000214286 -0.00118333 -0.000637168 -0.000878338 0.0027563 0.0015567 0.00177366 0.00244968 -0.00234586 -0.00335484 0.001 0.00110266 0.00150904 0.000616823 -0.00117881 -2.66665e-05 0.000892308
internal_weight=2927 2581 2459 2230 360 333 56 277 177 127 1870 595 1275 503 229 112 326 346 1163 971 456 122 92 177 515 376 203 301 139 119
internal_count=2927 2581 2459 2230 360 333 56 277 177 127 1870 595 1275 503 229 112 326 346 1163 971 456 122 92 177 515 376 203 301 139 119
cat_boundaries=0 18 36 37 39 40 41 42 43 45 46 48 50 51
cat_threshold=268435456 17 1073741824 2097152 32 2114 4194304 8192 0 268443680 0 320 0 0 0 0 1073741840 256 0 0 0 524800 0 134225920 0 268435456 33554432 0 0 0 0 0 0 32 0 128 137887744 256 8212 1050626 67231744 4 106848 16779298 2 450 2368 2 1048640 32 4
is_linear=0
shrinkage=0.04


Tree=126
num_leaves=31
num_cat=9
split_feature=8 7 1 7 9 4 12 13 3 8 2 2 2 1 2 2 13 12 2 2 3 2 2 2 4 2 2 2 1 2
split_gain=1.3065 0.918899 0.921709 0.645889 0.55236 0.506733 0.451334 0.463523 0.450024 0.424446 0.352124 0.600181 0.316938 0.307973 0.456969 0.411003 0.357461 0.52464 0.723358 0.433188 0.302743 0.283295 0.316355 0.281886 0.279614 0.279213 0.23136 0.217169 0.199123 0.275124
threshold=0 1 5.5000000000000009 2 3 120418.00000000001 4 5 2019.5000000000002 6 27.500000000000004 17.500000000000004 16.500000000000004 1.5000000000000002 1.0000000180025095e-35 27.500000000000004 7 8 73.500000000000014 57.500000000000007 2020.5000000000002 47.500000000000007 16.500000000000004 44.500000000000007 11633120000.000002 18.500000000000004 99.000000000000014 29.500000000000004 5.5000000000000009 5.5000000000000009
decision_type=9 9 8 9 9 10 9 9 8 9 10 10 10 10 10 10 9 9 10 10 10 8 10 10 8 10 10 10 10 10
left_child=-1 2 21 -3 5 12 7 -6 -9 24 11 28 -5 -11 -15 20 17 -17 19 -19 -16 22 -2 -12 -8 -26 -18 -14 29 -10
right_child=1 3 -4 4 6 -7 9 8 10 13 23 -13 27 14 15 16 26 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.7650300482495048e-05 -4.2208211473837431e-05 1.8460683730325069e-05 6.0450752432971695e-05 -8.214182067528615e-06 6.0161171452932654e-06 -0.0001981423948284598 0.00034243891323585811 3.1515680260720189e-05 -0.00010296858981477395 0.0032440054353379349 3.5227215361772882e-06 -0.00081297522758927735 6.8043429329566282e-05 -9.4507126963138335e-05 7.1217670738635497e-06 1.364087246663139e-06 3.320507830500547e-06 -2.0623337582506476e-06 1.6022675246244952e-06 -5.8826958077686958e-05 -4.2447112576128184e-05 -2.4405584958071223e-05 6.1286101351510921e-06 -3.1806886330779647e-07 1.1663650141832062e-05 -0.00033746456515630575 -5.5456735791170188e-08 3.3574710036430986e-07 -3.4572795424842787e-05 2.4390395256984104e-06
leaf_weight=350 46 237 78 139 163 38 25 50 64 120 37 25 31 66 560 119 133 84 46 30 26 54 34 74 33 47 56 91 32 54
leaf_count=350 46 237 78 139 163 38 25 50 64 120 37 25 31 66 560 119 133 84 46 30 26 54 34 74 33 47 56 91 32 54
internal_value=0.000845396 0.000525548 -0.00193722 0.000752823 0.000525534 -0.00104516 0.000784906 -0.000243137 -0.00108357 0.00116519 -0.00172822 -0.00284091 -0.000442748 0.0013749 0.00117752 0.00138009 0.00049467 -0.000427586 -0.00187134 -0.00368696 0.00208518 -0.00402963 -0.00246914 3.57144e-05 -0.0012069 -0.00246914 0.00178 0.00104065 -0.0018543 -0.00107563
internal_weight=2942 2592 212 2380 2143 299 1844 499 336 1345 286 175 261 1240 1120 1054 468 279 160 114 586 134 80 111 105 80 189 122 150 118
internal_count=2942 2592 212 2380 2143 299 1844 499 336 1345 286 175 261 1240 1120 1054 468 279 160 114 586 134 80 111 105 80 189 122 150 118
cat_boundaries=0 30 46 60 62 64 65 95 96 97
cat_threshold=1073741824 2 4 0 2147483648 0 0 0 0 32768 0 131076 8192 0 0 0 0 0 0 10240 0 0 4194304 0 0 268435456 4 0 524416 8192 131073 0 1073741824 2097664 0 134217728 0 268435456 33554432 0 8192 384 0 0 0 32 268435456 268435457 1048576 8196 2 0 0 4202496 0 268435456 0 0 0 268435456 256 12288 68200448 2 4 0 4 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 4096 0 0 0 0 0 0 1073741824 64 0 0 4096 10 16794944
is_linear=0
shrinkage=0.04


Tree=127
num_leaves=31
num_cat=8
split_feature=7 8 1 8 11 10 0 6 2 2 2 0 2 6 0 2 3 9 2 2 2 0 2 0 2 2 2 1 0 1
split_gain=1.17198 0.771353 0.476987 0.465323 0.408425 0.727843 0.425173 0.800705 0.556565 0.497982 0.422843 0.352156 0.34842 0.344813 0.45792 0.318598 0.308191 0.289102 0.700558 0.458937 0.869722 0.535472 0.576692 0.272844 0.480594 0.467284 0.413566 0.688914 0.25332 0.273518
threshold=0 1 2.5000000000000004 2 3 4 44.07500000000001 5 49.500000000000007 70.500000000000014 12.500000000000002 44.07500000000001 12.500000000000002 6 42.250000000000007 27.500000000000004 2024.5000000000002 7 42.500000000000007 39.500000000000007 53.500000000000007 15.500000000000002 44.500000000000007 37.750000000000007 59.500000000000007 26.500000000000004 19.500000000000004 5.5000000000000009 42.710000000000008 5.5000000000000009
decision_type=9 9 8 9 9 9 8 9 10 8 8 10 8 9 10 10 8 9 8 10 10 10 10 10 10 10 10 8 10 8
left_child=13 -2 -3 -4 16 6 7 12 10 -8 -9 -7 -6 14 15 -1 -5 19 28 -18 21 22 -21 24 26 -25 27 -15 29 -19
right_child=1 2 3 4 5 11 9 8 -10 -11 -12 -13 -14 23 -16 -17 17 18 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=1.2768855279606549e-05 7.1450917786630347e-05 -7.5065375823723434e-05 -4.378554282693759e-05 2.6357323097458461e-05 -1.8444156978458479e-05 0.0018467782781921671 -3.1021519271997277e-06 3.5912478491453604e-05 2.1524996507118562e-06 -0.0014579747209444794 -9.4302612499567402e-05 -0.00029882944098434444 0.00022895338841170436 -4.7124031656009917e-05 -0.00046686329335596341 -1.552757063730013e-05 2.7604464704505471e-06 -7.2472291997968221e-06 2.4564153496249081e-05 -4.2492556052495594e-07 8.5098546667056516e-07 4.6405136227475901e-07 -1.7660604666685935e-06 -2.9259114168358326e-05 -1.8833870441435395e-05 0.00011370271311862869 6.9648596546515415e-06 5.1319865497587818e-05 2.4056594529382967e-05 9.6641222873559677e-06
leaf_weight=50 220 35 109 396 41 93 29 35 104 31 113 33 94 25 30 30 545 231 91 28 198 43 25 81 36 58 25 25 52 37
leaf_count=50 220 35 109 396 41 93 29 35 104 31 113 33 94 25 30 30 545 231 91 28 198 43 25 81 36 58 25 25 52 37
internal_value=0.000601902 0.000898998 0.000679023 0.000752254 0.00087713 -4.79451e-05 -0.000812227 -0.000340206 -0.00164259 -0.00393443 -0.00327517 0.00251095 0.00205479 -0.00150943 -0.00330578 -0.00197531 0.00119734 0.000895284 9.47882e-06 0.00131294 5.42374e-05 -0.00305155 -0.0057037 -0.000613027 -0.00210714 0.000542857 -0.000263158 -0.00235294 -0.000872274 -0.00136803
internal_weight=2943 2583 2363 2328 2219 573 447 387 252 60 148 126 135 360 110 80 1646 1250 411 839 294 96 53 250 111 139 75 50 320 268
internal_count=2943 2583 2363 2328 2219 573 447 387 252 60 148 126 135 360 110 80 1646 1250 411 839 294 96 53 250 111 139 75 50 320 268
cat_boundaries=0 18 48 72 75 76 77 78 80
cat_threshold=1 0 1610612736 4 0 134217728 0 268435456 33554432 134217760 8192 384 0 0 0 32 128 128 0 0 4 0 0 1 0 2147483648 1 0 0 4 0 1048576 0 0 0 0 0 8192 0 0 0 0 0 268468224 0 0 524288 8192 0 0 0 0 2147483648 0 0 0 0 0 0 0 64 0 0 0 0 0 33558528 0 2147483648 0 0 8 16420 2147484672 524288 256 70 194 131073 10288
is_linear=0
shrinkage=0.04


Tree=128
num_leaves=31
num_cat=12
split_feature=7 8 7 2 12 7 6 3 8 1 12 0 6 0 2 9 2 0 2 2 2 0 13 0 1 3 2 0 0 12
split_gain=1.02752 0.859656 0.681044 0.555516 0.530035 0.573572 0.495543 0.828807 0.48958 0.472184 0.392726 0.661979 0.549646 0.354041 0.331995 0.644123 0.32641 0.322448 0.297988 0.260503 0.300337 0.21702 0.216416 0.20345 0.175724 0.175693 0.178982 0.172598 0.403775 0.169176
threshold=0 1 2 1.0000000180025095e-35 3 4 5 1958.5000000000002 6 5.5000000000000009 7 30.500000000000004 8 22.250000000000004 63.500000000000007 9 12.500000000000002 18.500000000000004 151.50000000000003 7.5000000000000009 27.500000000000004 12.250000000000002 10 38.57500000000001 5.5000000000000009 2012.5000000000002 24.500000000000004 40.250000000000007 35.850000000000009 11
decision_type=9 9 9 8 9 9 9 10 9 8 9 10 9 8 8 9 10 8 8 8 10 10 9 10 8 8 10 10 10 9
left_child=9 -2 -3 -4 6 29 7 18 27 16 -10 13 22 21 15 -8 -1 -16 -5 -17 -21 -12 25 -24 -19 -13 -27 28 -7 -6
right_child=1 2 3 4 5 8 14 -9 10 -11 11 12 -14 -15 17 19 -18 24 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00036283055514605361 2.0903710654527243e-05 0.00011201150975633939 -0.00011838037377000137 -0.00010602051131512127 2.156150959105325e-06 3.4010300550771175e-05 2.2521027215613326e-06 4.9001838972110961e-05 3.6894466463745781e-06 4.7185908786747146e-05 -4.401663186573614e-07 3.066270082018411e-06 0.00035062523551476912 -0.00028427647787100012 -7.8250406371477896e-07 2.4734007018580393e-05 -5.5028293590264066e-06 1.3383752833999794e-05 0.00025429418074502904 -1.6278688268911383e-05 1.3720751361750968e-05 7.0474992677854539e-08 0.00049509221513937001 9.3104973711902471e-07 -0.00018337767180105777 -1.9332993003377211e-06 -0.00050744074176690111 2.4593455089878367e-06 -0.00014671501157562447 2.2505201186332207e-05
leaf_weight=29 350 222 26 113 112 26 271 72 392 36 30 37 202 28 32 32 37 60 37 51 25 108 29 138 39 41 31 59 42 224
leaf_count=29 350 222 26 113 112 26 271 72 392 36 30 37 202 28 32 32 37 60 37 51 25 108 29 138 39 41 31 59 42 224
internal_value=0.00101091 0.00115352 0.000881928 0.000664903 0.000736559 0.00116291 -0.00015074 -0.0016824 0.000725724 -0.00276106 0.00101624 0.00039084 0.0011524 -0.00177245 0.000537428 0.00114737 -0.00501493 -0.00118182 -0.00344371 -0.00141176 -0.00280519 -0.000920863 -5.5749e-05 0.000831461 -3.99999e-05 -0.00136667 -0.00263014 -0.00153623 -0.00301449 0.00260519
internal_weight=2931 2829 2479 2257 2231 1499 732 222 1163 102 1036 644 478 166 510 379 66 131 150 108 76 138 276 167 99 109 72 127 68 336
internal_count=2931 2829 2479 2257 2231 1499 732 222 1163 102 1036 644 478 166 510 379 66 131 150 108 76 138 276 167 99 109 72 127 68 336
cat_boundaries=0 18 48 65 67 84 85 111 112 113 115 116 117
cat_threshold=0 0 536870912 0 0 134217728 0 0 0 0 8192 256 128 0 0 32 0 128 0 2 4 0 65536 0 0 0 1 32768 0 133124 0 1048576 0 0 0 0 0 8192 256 0 4194304 0 0 268435456 0 0 0 8192 268435456 1 33554432 262144 0 0 0 268443648 0 134225952 0 0 16 0 0 0 4096 51520 2 0 0 67108864 2052 2 0 0 0 33622016 0 0 128 0 268435456 0 0 1073741840 212 16 4 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 33554432 0 0 0 0 8 0 16384 83960832 388 0 6144 12 67182624
is_linear=0
shrinkage=0.04


Tree=129
num_leaves=31
num_cat=12
split_feature=8 7 7 0 8 9 7 2 6 0 3 2 7 0 2 12 2 2 0 2 2 12 2 2 1 12 2 2 2 12
split_gain=1.57953 0.836937 0.82996 0.711997 0.678252 0.599442 0.880799 0.686287 0.56152 0.63166 0.50864 0.496113 0.40941 0.529133 0.614508 0.564371 0.48449 0.396346 0.381817 0.355092 0.374597 0.310499 0.293372 0.251958 0.23229 0.218562 0.56539 0.763681 0.215255 0.214297
threshold=0 1 2 30.500000000000004 3 4 5 20.500000000000004 6 36.400000000000006 1998.5000000000002 69.500000000000014 7 40.250000000000007 49.500000000000007 8 59.500000000000007 10.500000000000002 42.710000000000008 79.500000000000014 129.50000000000003 9 49.500000000000007 10.500000000000002 5.5000000000000009 10 37.500000000000007 54.500000000000007 21.500000000000004 11
decision_type=9 9 9 10 9 9 9 10 9 8 10 10 9 10 10 9 10 10 10 10 10 9 10 10 8 9 8 10 10 9
left_child=1 3 11 -1 21 6 7 -4 -8 -10 17 -2 25 14 29 19 -17 -11 -15 -16 -21 -3 -19 -5 -6 26 -7 -28 -20 -14
right_child=2 4 5 23 24 12 8 -9 9 10 -12 -13 13 18 15 16 -18 22 28 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.4809603205259278e-05 -0.0002805947944345597 5.1182295421499521e-06 -3.1665802114673058e-05 -1.0576264431362451e-05 -0.00028614096990998105 8.7699524480159269e-06 1.721863497890498e-05 1.4520874009964452e-06 -0.00042054697985987184 0.00014791682706810614 0.002277349648569404 7.3810016651400527e-05 7.9570537248682093e-07 -8.9437630864508465e-05 6.8216106490636793e-07 -1.3967180728813713e-06 2.5215420224025246e-06 -0.00011129711969866422 1.3554465053466866e-05 -4.0284166127960247e-05 -1.7110283782684775e-06 -1.0913550658549161e-06 8.960897546730986e-05 -7.7794050299031956e-05 2.668323577593476e-06 1.0988831900464362e-05 -3.0160402790412193e-06 1.6010329103721689e-06 -9.0055925312179327e-05 5.5494352480921832e-06
leaf_weight=27 70 111 58 32 73 72 310 44 32 72 59 32 211 31 43 26 142 69 95 26 35 221 26 56 34 350 31 31 44 456
leaf_count=27 70 111 58 32 73 72 310 44 32 72 59 32 211 31 43 26 142 69 95 26 35 221 26 56 34 350 31 31 44 456
internal_value=0.000519178 -0.00138761 0.000968014 -0.00428571 -0.000542222 0.00113105 0.000117474 -0.00311504 0.000746114 -0.000624535 0.000105727 -0.00240708 0.00155362 0.00110357 0.00148511 -0.000117216 0.00129609 -0.00102381 -0.000935672 -0.00229565 -0.00445161 0.000373178 -0.00270833 -0.00638202 -0.00315254 0.00253737 0.000937931 -0.00177778 -2.85713e-05 0.00213772
internal_weight=2919 554 2365 115 439 2263 670 102 568 258 226 102 1593 1109 939 272 168 167 170 104 61 332 95 88 107 484 134 62 139 667
internal_count=2919 554 2365 115 439 2263 670 102 568 258 226 102 1593 1109 939 272 168 167 170 104 61 332 95 88 107 484 134 62 139 667
cat_boundaries=0 30 40 57 86 88 97 98 115 116 118 119 121
cat_threshold=0 2056 0 0 0 0 262144 0 0 0 0 0 64 0 0 4096 0 0 33558528 2 2147483776 0 0 8 0 16384 64 0 524288 4096 0 0 0 0 0 0 131072 0 33556480 134225920 0 128 0 524288 0 0 0 268435456 0 0 8192 0 0 0 0 32 128 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 4096 0 128 0 0 0 0 0 0 0 524288 257 20500 0 0 0 2052 0 0 131072 536870912 65536 282 0 1 536870912 2099204 34 0 131072 536879104 2048 0 0 0 0 0 0 0 4096 115808 98304 32 1228832 2400 34
is_linear=0
shrinkage=0.04


Tree=130
num_leaves=31
num_cat=11
split_feature=7 9 6 8 7 1 0 3 5 11 4 0 0 3 6 15 0 4 3 0 9 7 0 1 1 0 0 15 3 0
split_gain=1.57697 0.898738 0.689343 0.553479 0.532457 0.512896 0.479581 0.440315 0.452506 0.333652 0.315541 0.28028 1.15003 0.386733 0.227647 0.641702 0.423044 0.265654 0.263077 0.229761 0.213265 0.228572 0.205816 0.201484 0.18977 0.18006 0.173338 0.164209 0.160698 0.158532
threshold=0 1 2 3 4 2.5000000000000004 44.07500000000001 1996.5000000000002 1.0000000180025095e-35 5 20046740000.000004 38.57500000000001 18.500000000000004 1975.5000000000002 6 7 40.675000000000004 5368.5000000000009 2019.5000000000002 40.250000000000007 8 9 10.500000000000002 5.5000000000000009 3.5000000000000004 39.07500000000001 42.250000000000007 10 2000.5000000000002 33.175000000000004
decision_type=9 9 9 9 9 8 8 10 10 9 8 10 10 10 9 9 10 10 10 8 9 9 10 8 10 10 10 9 8 10
left_child=26 2 10 -3 7 -6 11 8 29 -7 -2 12 -4 23 15 -11 17 24 19 20 21 22 -16 -13 -17 -22 -1 28 -23 -5
right_child=1 3 6 4 5 9 -8 -9 -10 14 -12 13 -14 -15 18 16 -18 -19 -20 -21 25 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6891326330546642e-05 -0.00010160005150678009 2.0658856126915896e-05 3.4664624252264654e-06 -6.3368924330311436e-05 -8.3686744851294329e-05 2.7258337976999031e-05 -0.00065989633886824996 -8.1599015766447124e-05 -8.3368982157022163e-06 1.2099330121619792e-05 8.1757108287840998e-05 -0.00018769233216443625 -0.000322066477486557 0.00021785158176391151 -4.0868697405819627e-07 -0.00011287639795701274 -0.0014506069080846484 5.0190338297184671e-05 -3.5444704145865362e-05 6.9926784235125971e-05 -0.00019747254247014207 -2.4855240935967881e-05 1.115308326547049e-07 -2.0767916511495353e-06 -1.10950061104442e-06 7.5381605768127521e-06 3.3891332620409112e-05 6.1570830700391546e-06 1.9060147771568114e-06 0.00020786333988572853
leaf_weight=441 29 226 42 29 27 117 30 62 40 302 96 25 31 32 27 26 39 25 29 102 33 26 178 41 35 114 122 213 309 79
leaf_count=441 29 226 42 29 27 117 30 62 40 302 96 25 31 32 27 26 39 25 29 102 33 26 178 41 35 114 122 213 309 79
internal_value=0.000788251 0.000326737 -0.0015905 0.000640312 0.000399342 0.000649721 -0.003 -0.00144796 -0.000322147 0.000748731 0.000735294 -0.00230233 -0.00416216 -0.000888889 0.000566372 -0.000210046 -0.0025 -0.00110345 0.000886756 0.00100499 0.000799112 0.00106283 -9.25924e-05 -0.00262687 -0.00251613 -0.000582278 0.00266899 0.00148837 0.000867052 0.00102752
internal_weight=2927 2364 326 2038 1812 1602 201 210 148 1575 125 171 73 98 1458 427 125 86 1031 1002 900 753 205 66 61 147 563 548 335 108
internal_count=2927 2364 326 2038 1812 1602 201 210 148 1575 125 171 73 98 1458 427 125 86 1031 1002 900 753 205 66 61 147 563 548 335 108
cat_boundaries=0 17 19 20 49 66 69 70 71 73 81 82
cat_threshold=268566531 33 100663296 2369540 32 0 0 268443648 0 0 32 256 335544320 268435456 0 0 1073745936 129 8196 146 0 4 0 0 0 0 0 0 1 0 0 131076 0 0 0 0 0 0 0 2048 0 0 4194304 0 0 32768 0 0 524288 0 0 1610612736 0 0 0 0 0 33556480 134225952 0 128 128 0 0 0 128 32768 2147484160 524288 194 2214592512 0 18560 0 0 0 0 0 0 0 131072 67108864
is_linear=0
shrinkage=0.04


Tree=131
num_leaves=31
num_cat=10
split_feature=8 7 11 12 3 1 0 1 0 0 0 2 7 2 2 2 6 17 2 12 12 2 2 2 2 3 11 2 3 2
split_gain=1.30888 0.702259 0.671247 0.614992 0.727617 0.645748 0.74333 0.599279 0.712784 0.520975 0.716092 0.63326 0.428908 0.422632 0.549118 0.387213 0.334985 0.454709 0.66421 0.395318 0.357137 0.317024 0.435248 0.286481 0.343263 0.25184 0.301652 0.253865 0.20704 0.205456
threshold=0 1 2 3 2005.5000000000002 5.5000000000000009 33.175000000000004 5.5000000000000009 40.250000000000007 39.07500000000001 35.250000000000007 20.500000000000004 4 8.5000000000000018 21.500000000000004 88.500000000000014 5 6 46.500000000000007 7 8 39.500000000000007 44.500000000000007 12.500000000000002 7.5000000000000009 1975.5000000000002 9 3.5000000000000004 1994.5000000000002 49.500000000000007
decision_type=9 9 9 9 8 10 8 8 8 10 8 10 9 10 10 10 9 9 8 9 9 10 10 8 10 10 9 10 10 10
left_child=-1 7 12 4 -4 9 -7 8 28 10 11 -5 -3 -11 -15 -6 20 18 -18 25 23 -21 -23 24 -14 26 -19 -28 -2 -29
right_child=1 2 3 5 15 6 -8 -9 -10 13 -12 -13 16 14 -16 -17 17 19 -20 21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=2.4774139382263442e-05 -3.3437980897503323e-05 0.00012407847266662864 -0.00020640881068281864 -6.4160066829143018e-05 3.4778649839279072e-05 -0.00037280489648655905 -7.3260733911604991e-05 0.00044321080998580128 -0.0010226085801042189 -0.00043884586258157349 0.003623754615250011 1.6563475957844938e-05 4.9874539920853032e-05 9.2891218174306192e-06 -3.846643093347986e-05 -3.8597862216725685e-06 -0.00010783750709834018 -2.9149915565615305e-05 5.9645645849229514e-05 5.131143161395052e-06 3.9590282985584637e-05 -3.1969909639331436e-06 5.5878046677386595e-07 1.5443092063051506e-05 -1.5952288413047973e-05 2.7709731347329629e-05 -2.7145959739859874e-06 1.1361509679779287e-06 1.5967544372211603e-05 -6.5441936829432499e-07
leaf_weight=378 29 134 31 51 253 28 26 26 25 45 80 31 60 47 84 48 51 118 80 412 159 28 179 156 50 87 27 112 25 64
leaf_count=378 29 134 31 51 253 28 26 26 25 45 80 31 60 47 84 48 51 118 80 412 159 28 179 156 50 87 27 112 25 64
internal_value=0.000798633 0.000463043 0.00060522 -0.000413605 0.00083965 -0.00146898 -0.00552727 -0.00258621 -0.00455 -0.000849557 0.000785276 -0.00183133 0.00103472 -0.00235028 -0.00118182 0.0014702 0.000835634 0.000472199 -0.00166197 0.000759152 0.00178899 0.00139048 0.000134616 0.000808664 -0.000720721 -0.000210024 -0.000732919 0.000242991 -0.00189091 0.000813559
internal_weight=2924 2546 2441 724 332 392 54 105 79 338 162 82 1717 176 131 301 1583 1158 131 1027 425 619 207 266 110 408 321 203 54 176
internal_count=2924 2546 2441 724 332 392 54 105 79 338 162 82 1717 176 131 301 1583 1158 131 1027 425 619 207 266 110 408 321 203 54 176
cat_boundaries=0 30 46 49 50 67 68 69 70 72 73
cat_threshold=1073741824 0 0 0 0 0 0 2147483648 1 0 0 2052 2048 0 0 0 0 0 0 10240 0 524288 4194304 8 0 268451840 0 0 128 8192 0 0 0 2097152 0 2 0 0 0 32 8192 0 128 0 0 32 16420 2148597760 524288 68388866 0 129 0 524288 0 0 0 0 2048 8192 0 0 0 0 0 0 4224 274 50 67210528 1212514 32 4
is_linear=0
shrinkage=0.04


Tree=132
num_leaves=31
num_cat=12
split_feature=7 8 7 8 3 17 0 12 3 9 3 4 7 4 12 0 12 0 0 0 3 12 5 0 4 5 11 5 4 0
split_gain=1.44824 1.24413 1.33126 0.700824 0.531546 0.476196 0.583738 0.458567 0.567358 0.450446 0.962242 0.407088 0.363466 0.453649 0.517218 0.474774 0.375827 0.334916 0.32248 0.28629 0.262084 0.23023 0.36071 0.223257 0.211003 0.332937 0.171768 0.163633 0.132859 0.122023
threshold=0 1 2 3 2013.5000000000002 4 44.07500000000001 5 2019.5000000000002 6 2008.5000000000002 25235975000.000004 7 83116615000.000015 8 35.850000000000009 9 40.250000000000007 24.500000000000004 15.500000000000002 2024.5000000000002 10 1.5000000000000002 30.500000000000004 3890.0000000000005 2.5000000000000004 11 1.5000000000000002 1950.0000000000002 23.500000000000004
decision_type=9 9 9 9 8 9 10 9 8 9 8 8 9 8 9 10 9 10 8 10 8 9 8 10 8 8 9 8 10 10
left_child=-1 21 4 23 -3 6 11 9 -9 10 -7 -5 16 28 15 -15 -10 18 -16 -18 -6 27 -23 -4 -12 -26 -27 -2 -14 -28
right_child=1 2 3 5 20 7 -8 8 12 -11 24 -13 13 14 17 -17 19 -19 -20 -21 -22 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=5.4655397499168263e-05 0.0003257437881487427 8.7302931256876706e-05 6.2091890594035011e-06 -0.00024564530051173069 -0.00014839551994617707 -0.00016132780216641924 7.4452696778811391e-05 2.9694547488354888e-05 2.344336576879716e-06 0.00075862522763057202 5.1772492663940253e-06 -3.8041055118991388e-07 -1.6579727151383222e-06 3.2802053176884452e-06 -2.8485083374819356e-05 -3.6308531196487586e-05 -6.9045495634268409e-07 -0.00038456463971190611 -1.9178736829286934e-05 3.2189224661088232e-06 -3.2104468187332859e-05 4.0486235842837591e-06 1.6418514184694752e-05 -2.6262852862882947e-05 -6.0617212669106805e-06 1.4009721070600668e-07 3.5551091732890493e-06 1.5396506897611758e-05 5.036585033738139e-05 6.5226998615014481e-05
leaf_weight=209 26 49 25 37 27 46 33 167 109 185 47 60 37 78 38 190 106 38 117 104 148 49 252 102 28 148 45 147 63 238
leaf_count=209 26 49 25 37 27 46 33 167 109 185 47 60 37 78 38 190 106 38 117 104 148 49 252 102 28 148 45 147 63 238
internal_value=0.000675483 0.000420364 2.63622e-05 0.000352827 -0.00282553 0.000548572 -0.00170213 0.000722006 0.000177694 0.00148128 0.000866785 -0.00338775 -0.000227015 -0.000832168 -0.00137662 -0.000172043 0.000836364 -0.00288235 -0.00217949 -0.000180995 -0.00397727 0.00225979 0.00296154 -0.0024058 0.00138856 0.00112174 0.00139815 0.000934783 0.00158416 0.00194558
internal_weight=2948 2739 2265 2041 224 1914 130 1784 1047 737 552 97 880 561 461 268 319 193 155 210 175 474 301 127 506 459 431 173 100 283
internal_count=2948 2739 2265 2041 224 1914 130 1784 1047 737 552 97 880 561 461 268 319 193 155 210 175 474 301 127 506 459 431 173 100 283
cat_boundaries=0 18 48 66 96 97 98 100 111 113 114 115 116
cat_threshold=268451840 17 1107296256 270336 0 2 0 268443648 0 134217728 0 0 0 268435456 0 0 0 33024 1073741824 4 0 134217728 0 0 524288 2147483648 1 0 0 2052 2048 1048576 0 0 0 0 0 10240 256 0 0 0 0 268484608 4 0 128 8192 0 0 0 516 0 0 0 536870912 33556480 32 0 0 0 0 0 32 0 128 268435456 2048 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2147483648 0 4194304 8 0 0 0 0 0 4096 2 84937986 0 22532 0 128 68157440 0 0 0 131072 131072 0 0 8224 229376 34 24640 35842 32
is_linear=0
shrinkage=0.04


Tree=133
num_leaves=31
num_cat=12
split_feature=7 9 8 8 15 9 11 2 4 1 7 12 12 2 2 0 10 2 2 2 12 2 1 4 2 2 0 0 0 2
split_gain=1.31718 0.960401 0.849568 0.65446 0.568892 0.616516 0.416435 0.353792 0.349931 0.411716 0.347642 0.840368 0.541624 0.468735 0.929174 0.629761 0.405841 0.734716 0.419661 0.777628 0.394319 0.510695 0.525371 0.304721 0.289109 0.286378 0.414322 0.271583 0.269166 0.201957
threshold=0 1 2 3 4 5 6 9.5000000000000018 3146480000.0000005 5.5000000000000009 7 8 9 50.500000000000007 34.500000000000007 21.500000000000004 10 1.0000000180025095e-35 7.5000000000000009 12.500000000000002 11 155.00000000000003 5.5000000000000009 28487750000.000004 5.5000000000000009 5.5000000000000009 14.500000000000002 40.250000000000007 35.850000000000009 20.500000000000004
decision_type=9 9 9 9 9 9 9 10 10 8 9 9 9 8 10 10 9 10 10 10 9 10 8 8 10 8 10 10 10 10
left_child=24 8 6 28 -5 -6 7 -3 9 -2 11 25 -12 14 15 -13 17 -14 -19 -20 -21 22 23 -22 27 -7 -27 -1 29 -4
right_child=1 2 3 4 5 10 -8 -9 -10 -11 12 13 16 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00084603096903776084 -0.00038401268233933156 -8.5750590908488506e-06 -8.291171246716169e-05 4.3802747461014685e-06 0.0026202724188099519 -4.5860429087949015e-06 -0.00017007257893804321 1.1550777525117152e-05 -0.00050542802847120482 0.00014609892820866384 2.5423315922993478e-06 2.9168343169513143e-06 -0.00016992066917556538 -9.7055331821058511e-09 -6.7264138628804621e-06 -1.3802476713105803e-05 0.00046800968494603801 5.6416609941578601e-06 -7.0509216210258707e-05 2.715470378449672e-06 3.2035659098985817e-06 9.1450030697026234e-05 -0.00015913870060336492 -2.0303427555948213e-06 4.3590804408502198e-05 -1.0588137705950103e-06 2.1385707761112371e-06 -5.0541704545537948e-05 0.00019927079921783412 3.9534074807038058e-05
leaf_weight=83 39 58 26 290 119 27 120 118 27 37 261 45 40 48 25 42 130 125 93 128 43 45 25 223 334 26 164 65 152 31
leaf_count=83 39 58 26 290 119 27 120 118 27 37 261 45 40 48 25 42 130 125 93 128 43 45 25 223 334 26 164 65 152 31
internal_value=0.000560535 0.000185862 0.000354451 0.000638037 0.000395812 9.62964e-05 -0.00161563 -0.000299465 -0.00340351 -0.00228571 -0.000133244 -0.00116495 0.000224199 -0.00327485 -0.00488496 -0.00286364 -0.00026883 -0.000643929 -0.000339678 -0.000810036 -0.000137634 -0.000853026 -0.00149315 -0.000958801 0.0024503 0.000473684 0.00104712 0.00102013 0.00270909 0.000482759
internal_weight=2989 2507 2404 2108 1899 1609 296 176 103 76 1490 377 1113 160 112 87 852 722 682 557 464 336 291 266 482 217 190 148 209 57
internal_count=2989 2507 2404 2108 1899 1609 296 176 103 76 1490 377 1113 160 112 87 852 722 682 557 464 336 291 266 482 217 190 148 209 57
cat_boundaries=0 18 20 50 77 78 80 81 98 100 101 102 103
cat_threshold=268435458 49 1107296256 2369536 32 8256 0 268443648 0 0 32 2097280 0 268435456 0 0 4112 32768 256 8192 0 8 0 0 2147483648 0 262144 0 0 0 0 0 2048 0 0 4096 0 0 33554432 0 0 0 0 8 0 49152 0 0 0 4096 1073741824 4 4 0 65536 0 0 0 1 32768 0 2052 0 0 0 0 0 0 0 0 0 0 0 0 0 268435456 64 2155872256 1073741824 160 16388 1 0 68157440 0 0 0 131072 0 65536 0 0 0 0 0 0 0 1073741952 17932384 32 67290112 256 1056864
is_linear=0
shrinkage=0.04


Tree=134
num_leaves=31
num_cat=13
split_feature=7 7 14 6 2 12 18 0 12 5 12 2 7 0 2 0 2 2 6 2 2 2 12 2 2 2 13 2 2 9
split_gain=1.41174 0.818082 0.730519 0.685057 0.692757 0.657284 0.784484 0.599013 0.421476 0.481165 0.400291 0.966704 0.63838 0.393325 0.557557 0.859745 0.953383 0.383465 0.363635 0.312328 0.27677 1.04159 0.517801 0.394075 0.481728 0.220058 0.209331 0.266221 0.2009 0.207274
threshold=0 1 2 3 15.500000000000002 4 5 10.500000000000002 6 1.0000000180025095e-35 7 3.5000000000000004 8 27.750000000000004 12.500000000000002 38.57500000000001 57.500000000000007 291.50000000000006 9 28480.000000000004 10.500000000000002 4.5000000000000009 10 37.500000000000007 54.500000000000007 21.500000000000004 11 31.500000000000004 2.5000000000000004 12
decision_type=9 9 9 9 10 9 9 10 9 10 9 8 9 10 8 10 10 10 9 8 10 10 9 10 10 10 9 10 10 9
left_child=19 8 10 5 -5 6 -4 -7 9 -2 11 -3 20 -10 -15 -16 -17 18 26 -1 21 -12 -22 25 -25 -24 27 -14 -28 -30
right_child=1 2 3 4 -6 7 -8 -9 13 -11 12 -13 17 14 15 16 -18 -19 -20 -21 22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=0.00062674164341244159 3.8642996228357492e-05 -2.4135637191598623e-05 -0.00035431291480246763 -5.2572061443764638e-05 -7.4994128119622042e-05 -7.1191295689234074e-07 6.2471839567636825e-07 4.7623581459299012e-05 3.5017121411827613e-05 -3.4753478548827726e-05 2.7825820898499378e-06 3.4166285370901782e-06 -4.8847986329761719e-06 7.3779241207995203e-07 -0.00035964911158646796 -8.8074783382044059e-05 8.4571463149639368e-05 -3.99641067663191e-06 6.0053670616471509e-06 0.00016563649221562512 6.0257051498372198e-07 -3.6056032819586033e-05 -8.6068322168896297e-06 -2.4682740551027194e-06 -9.6660046120801654e-07 2.0052366595892859e-06 0.00055900843463003059 1.3453794124579644e-05 3.7032724744600021e-05 4.8008427696909981e-07
leaf_weight=262 78 51 36 94 36 47 82 126 26 25 43 377 132 80 47 56 60 43 438 79 138 32 59 35 41 32 39 56 104 204
leaf_count=262 78 51 36 94 36 47 82 126 26 25 43 377 132 80 47 56 60 43 438 79 138 32 59 35 41 32 39 56 104 204
internal_value=0.000700237 0.000375951 0.000664894 -0.000824074 -0.00312057 0.000278146 -0.00192248 0.00180435 -0.00133681 0.000807018 0.00101144 0.00207745 0.000670931 -0.00215714 -0.0027377 -0.00407317 -0.00218803 0.00119182 0.00136756 0.00307955 -0.000716112 -0.00289474 -0.000196078 -0.00164045 -0.00384416 4.34784e-05 0.000622711 -0.000442211 0.00119553 0.000880259
internal_weight=2958 2617 2245 421 130 291 118 173 372 103 1824 428 1396 269 243 163 116 1016 973 341 380 75 305 167 76 91 535 188 347 308
internal_count=2958 2617 2245 421 130 291 118 173 372 103 1824 428 1396 269 243 163 116 1016 973 341 380 75 305 167 76 91 535 188 347 308
cat_boundaries=0 17 35 36 37 38 39 40 41 58 59 61 62 64
cat_threshold=268451840 1 33554432 270336 34 8194 33554432 8192 0 16 32768 2097152 16 0 0 0 4112 1 144 0 2097152 0 134217728 0 268435456 33556480 8192 8192 256 128 0 0 32 128 256 8320 284 107840 4 1116224 84942912 131074 0 0 0 0 0 131072 131072 0 32 0 0 0 0 0 0 1073741824 452 2336 32 4 0 4272
is_linear=0
shrinkage=0.04


Tree=135
num_leaves=31
num_cat=15
split_feature=7 8 7 6 12 15 12 8 9 12 12 5 5 6 2 3 2 2 6 2 2 2 2 2 18 2 5 2 2 6
split_gain=1.62017 0.862201 0.833623 0.71869 0.553747 0.508261 0.428979 0.38305 0.373723 0.59801 0.484005 0.462995 0.339607 0.336559 0.456113 0.664074 0.307346 0.420091 0.303454 0.327482 0.281534 0.280003 0.26888 0.286266 0.238831 0.31393 0.236463 0.214858 0.211106 0.164277
threshold=0 1 2 3 4 5 6 7 8 9 10 7.0000000000000009 3.5000000000000004 11 20.500000000000004 2024.5000000000002 19.500000000000004 32.500000000000007 12 8.5000000000000018 64.500000000000014 12.500000000000002 12.500000000000002 59.500000000000007 13 14.500000000000002 1.5000000000000002 29.500000000000004 866.50000000000011 14
decision_type=9 9 9 9 9 9 9 9 9 9 9 8 8 9 8 8 10 10 9 8 8 8 8 8 9 10 10 10 8 9
left_child=3 4 -3 -1 -2 24 13 22 10 16 12 26 -8 14 15 -7 18 -18 -10 -20 -13 -5 -6 -24 -4 -26 -12 -23 -25 -11
right_child=1 2 5 21 7 6 8 -9 9 29 11 20 -14 -15 -16 -17 17 -19 19 -21 -22 27 23 28 25 -27 -28 -29 -30 -31
leaf_value=-2.4352236399797871e-07 4.3053607152329267e-06 0.00015580422975722759 0.00016796139991934815 -0.00020521825692772135 9.5900397418100334e-06 0.00049546258247076445 -1.3822816275329702e-05 -2.3170212263471184e-05 0.00017357126986133656 0.0015746567291201755 -2.6249271482607217e-06 -5.5609033632890719e-05 1.4109405984187176e-05 3.0059894007954891e-06 7.6731990049309551e-05 -0.0002204121681012145 -4.6800892564863205e-05 2.253024188262845e-07 -1.3325978591176219e-05 4.2570404546740202e-06 -5.2033968065064229e-06 2.5759403784983861e-06 -5.5279162149095167e-06 1.7653534054249078e-05 -0.00039747889685792586 -0.00031400826373122404 2.5044861828778073e-06 -3.3800722412247063e-05 -0.00019268725320595274 1.0623823692531134e-06
leaf_weight=148 128 214 43 39 31 33 53 101 101 134 48 56 75 548 77 57 96 198 45 62 25 25 45 30 32 25 31 37 25 368
leaf_count=148 128 214 43 39 31 33 53 101 101 134 48 56 75 548 77 57 96 198 45 62 25 25 45 30 32 25 31 37 25 368
internal_value=0.000545889 0.000833581 0.00111664 -0.00247692 -0.00097035 0.000863079 0.00100496 -0.002107 0.000558711 0.000922168 -0.000695652 -0.00210526 0.00109353 0.00179063 0.000157304 -0.00175824 -6.2378e-05 -0.000894915 0.00111005 -0.000440678 -0.00434146 -0.00496429 -0.000535211 -0.00158416 -0.0018018 -0.00365517 -4.99999e-05 -0.00368254 0.000357143 0.00188694
internal_weight=2930 2681 2321 249 360 2107 2007 232 1292 1004 288 160 128 715 167 90 502 294 208 107 81 101 131 100 100 57 79 62 55 502
internal_count=2930 2681 2321 249 360 2107 2007 232 1292 1004 288 160 128 715 167 90 502 294 208 107 81 101 131 100 100 57 79 62 55 502
cat_boundaries=0 18 47 64 65 67 68 69 93 95 97 99 100 101 102 103
cat_threshold=16384 0 67108864 0 0 66 33554432 268435456 0 8192 0 384 128 0 0 32 0 384 16 2052 0 0 0 0 0 2147483648 0 0 0 256 0 0 0 4096 0 0 33558528 0 256 0 0 8 0 32768 64 0 524288 0 177 537919488 526336 2 0 0 8192 0 0 0 0 0 0 0 0 1073741952 136 65632 32 134742016 17999904 16 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 33554432 0 256 0 0 8 257 20480 65856 32 65856 32 324 278 4 82
is_linear=0
shrinkage=0.04


Tree=136
num_leaves=31
num_cat=9
split_feature=8 12 8 0 0 0 2 4 11 12 0 12 1 2 8 17 2 2 1 2 2 12 2 2 2 2 2 0 0 2
split_gain=1.23204 1.5489 0.870103 0.81145 0.591683 0.570402 0.410546 0.403974 0.385948 0.678695 0.854711 0.643718 0.643641 0.501564 0.355987 0.477463 0.693748 0.302223 1.06753 0.822517 0.435563 0.314508 0.54982 0.272609 0.61815 0.245067 0.261799 0.531351 0.256523 0.241616
threshold=0 1 2 39.07500000000001 30.500000000000004 42.710000000000008 74.500000000000014 111.00000000000001 3 4 40.250000000000007 5 5.5000000000000009 1.5000000000000002 6 7 36.500000000000007 59.500000000000007 5.5000000000000009 84.500000000000014 4.5000000000000009 8 36.500000000000007 15.500000000000002 29.500000000000004 17.500000000000004 28.500000000000004 29.500000000000004 38.57500000000001 25.500000000000004
decision_type=9 9 9 10 10 10 8 8 9 9 10 9 8 10 9 9 10 10 10 10 8 9 8 10 10 10 10 8 10 8
left_child=1 -1 -2 4 -3 6 -5 -4 11 25 17 -9 13 -13 23 16 -16 20 19 -19 -11 22 -22 -15 -25 -10 27 -27 -28 -23
right_child=2 3 7 5 -6 -7 -8 8 9 10 -12 12 -14 14 15 -17 -18 18 -20 -21 21 29 -24 24 -26 26 28 -29 -30 -31
leaf_value=3.7988117885232049e-05 0.00013741303060145322 -5.4985106194856205e-06 5.8040909344830616e-06 2.4540129809921234e-05 -0.0003125205874430083 -0.00029720092214244971 -6.2936303040643789e-05 1.8735093885243549e-05 8.0039576834172635e-06 -3.0715308360316564e-06 -0.00067374420241995178 -5.4213893218237768e-05 5.184449184704916e-05 -3.2044983659585338e-05 -0.0001132832139422923 9.4878441408744892e-06 1.1805030028326809e-06 -1.6086859290643205e-06 -0.00020405875436810771 3.8554003786637129e-06 2.4870841822340643e-06 9.0978852052770545e-06 -1.5879868976115536e-06 1.2830311295988713e-05 -1.0532434350843997e-06 1.6251623481087539e-06 1.4283211194989935e-07 -4.0397067027199119e-05 0.00010119408685264857 2.2659410729782266e-06
leaf_weight=112 218 31 59 70 30 38 40 374 176 43 57 31 181 49 39 585 69 29 27 60 65 41 37 32 43 46 205 40 59 71
leaf_count=112 218 31 59 70 30 38 40 374 176 43 57 31 181 49 39 585 69 29 27 60 65 41 37 32 43 46 205 40 59 71
internal_value=0.000631508 -0.0016747 0.000915754 -0.00365455 -0.00767742 -0.00220134 -0.000720721 0.000688349 0.000608475 -1.65459e-05 -0.00117914 0.00102687 0.000496154 3.76915e-05 0.000229829 0.000585227 -0.0017479 -0.000502674 -0.00218803 -4.44443e-05 0.000263566 0.00100465 -0.000637168 -0.00165926 -0.000263158 0.000938548 0.00034188 -0.00156322 0.000966038 0.00234146
internal_weight=2957 321 2636 209 61 148 110 2418 2359 956 430 1403 1029 848 817 693 108 373 116 89 257 214 102 124 75 526 350 86 264 112
internal_count=2957 321 2636 209 61 148 110 2418 2359 956 430 1403 1029 848 817 693 108 373 116 89 257 214 102 124 75 526 350 86 264 112
cat_boundaries=0 29 31 61 64 66 67 97 98 99
cat_threshold=0 2048 0 0 2147483648 1 0 0 0 0 0 256 64 0 0 4096 0 0 33554432 0 2147483648 0 4194304 8 0 16384 64 0 524288 17827872 32 1073741824 2 0 134217728 0 0 0 2147483648 1 0 0 4 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 8192 49156 2148533760 524288 67223810 34 68166976 0 0 0 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 384 0 16777216 0 0 0 0 0 0 4096 18 1182720
is_linear=0
shrinkage=0.04


Tree=137
num_leaves=31
num_cat=9
split_feature=8 12 8 12 3 11 5 8 2 11 4 0 2 2 2 2 4 8 0 2 2 6 3 2 2 2 2 2 1 0
split_gain=1.43742 0.876333 0.844335 0.458706 0.503792 0.428878 0.428672 0.409778 0.377921 0.313587 0.402634 0.33008 0.304838 0.292104 0.665347 0.486807 0.276218 0.261646 0.395092 0.638273 0.232793 0.230935 0.442614 0.468068 0.810241 0.370031 0.213941 0.359969 0.213872 0.200741
threshold=0 1 2 3 2002.5000000000002 4 1.0000000180025095e-35 5 1.5000000000000002 6 3890.0000000000005 9.5000000000000018 13.500000000000002 41.500000000000007 13.500000000000002 59.500000000000007 33.000000000000007 7 40.250000000000007 20.500000000000004 15.500000000000002 8 1997.5000000000002 14.500000000000002 47.500000000000007 26.500000000000004 455.00000000000006 129.50000000000003 5.5000000000000009 42.710000000000008
decision_type=9 9 9 9 8 9 10 9 8 9 10 10 10 8 10 10 10 9 8 8 8 9 10 10 10 10 8 10 8 10
left_child=1 12 -2 7 -5 20 -3 13 -9 10 11 -10 -1 14 29 28 -8 -7 26 -20 -6 -13 23 -23 25 -25 27 -19 -15 -4
right_child=2 6 3 4 5 17 16 8 9 -11 -12 21 -14 15 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.5410172747471993e-05 9.9886596802199902e-05 -2.3614743473473647e-05 -4.680044154909753e-05 0.00028592591379188512 -3.5471330619241606e-05 8.8925052923570575e-06 5.4964330402429172e-06 -1.2842021795874484e-05 -1.3446991677295366e-06 2.3425306532113108e-05 -1.071361874689385e-05 1.4663519713562735e-06 -3.2716218450613607e-07 -0.00036315512531448355 9.8264908426691218e-05 2.0354111814627471e-05 -7.6209634059099045e-06 -5.0425913344513421e-07 5.6776260630034529e-05 -0.00037218202232903986 0.00017974669817475466 1.1137027126669177e-05 0.00065907548918103104 -0.00014429758543344821 0.0001217890920339624 -0.000289829023414317 0.0001498286706671238 -0.00030937290393476832 -3.397020838973925e-05 9.9968778307522085e-05
leaf_weight=36 222 150 42 48 33 127 34 36 37 326 25 443 80 30 58 36 25 586 28 45 90 80 107 37 31 28 67 25 40 26
leaf_count=36 222 150 42 48 33 127 34 36 37 326 25 443 80 30 58 36 25 586 28 45 90 80 107 37 31 28 67 25 40 26
internal_value=0.000507553 -0.00196429 0.000815315 0.000591319 -4.15093e-05 -0.000235529 -0.00347273 0.0010682 0.00137812 0.00152108 0.0010413 0.0012199 0.000818898 -0.000460905 0.000818898 -0.00201869 -0.000733333 -0.000548931 -0.000834646 -0.00362162 0.0018806 0.00140853 0.00044898 -0.000768361 -0.00263918 -0.00515151 -0.000541973 -0.000777778 -0.00394366 -0.00185507
internal_weight=2978 325 2653 2431 1049 1001 209 1382 1150 1114 788 763 116 232 126 106 59 878 751 73 123 726 283 176 96 65 678 611 70 68
internal_count=2978 325 2653 2431 1049 1001 209 1382 1150 1114 788 763 116 232 126 106 59 878 751 73 123 726 283 176 96 65 678 611 70 68
cat_boundaries=0 21 23 53 54 57 87 89 119 120
cat_threshold=268435456 0 4 0 0 1 262144 2147483648 0 0 0 256 64 0 0 0 0 0 33554432 0 2147483904 17891424 32 1073741824 0 0 0 65536 0 0 0 1 32768 0 2052 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 64 0 128 8192 84123906 32768 1024 524288 16 2048 0 134217728 0 0 0 0 0 0 0 0 0 1049088 0 4096 0 0 4096 0 0 0 0 8 0 0 0 0 0 4096 36 1536 0 0 0 0 0 0 0 0 0 0 0 131072 0 512 0 4096 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 4096 216
is_linear=0
shrinkage=0.04


Tree=138
num_leaves=31
num_cat=10
split_feature=7 7 5 11 3 4 4 2 12 9 9 7 2 2 12 1 2 0 4 3 2 12 9 0 0 4 2 2 2 2
split_gain=2.07238 1.16766 1.06051 0.657519 0.613881 0.583752 0.635987 0.580843 0.528344 0.495354 0.472804 0.419579 1.21129 0.538681 0.403683 0.415476 0.482396 0.476883 0.384466 0.543702 0.463386 0.342258 0.327182 0.450469 0.316601 0.412044 0.283585 0.341333 0.251595 0.23405
threshold=0 1 3.5000000000000004 2 1998.5000000000002 3681544000.0000005 18214475000.000004 28.500000000000004 3 4 5 6 12.500000000000002 7.5000000000000009 7 5.5000000000000009 5.5000000000000009 25.500000000000004 4.0000000000000009 1975.5000000000002 37.500000000000007 8 9 39.07500000000001 40.675000000000004 11.000000000000002 64.500000000000014 15.500000000000002 13.500000000000002 1.0000000180025095e-35
decision_type=9 9 8 9 10 10 10 10 9 9 9 9 10 10 9 8 8 8 10 10 8 9 9 10 10 10 8 10 8 10
left_child=2 21 -1 4 -3 8 -7 -4 10 -10 -5 12 13 -11 22 16 -16 -18 19 20 -12 -2 29 -24 25 -19 27 -17 -25 -13
right_child=1 3 7 5 -6 6 -8 -9 9 11 18 14 -14 -15 15 26 17 24 -20 -21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=4.2744620527628822e-05 3.4320593295667789e-06 -0.00019901720520632869 -0.00014398179426285007 3.1622108248073281e-06 7.3222352152204801e-05 -0.00047516381231528136 0.00031771778607216571 -5.0512823297189944e-05 5.0844626258825312e-05 -3.4074019384911044e-06 -6.8680110244059243e-05 -2.1258679048241819e-05 7.2556595025309944e-09 -6.7115458401755421e-05 1.3062672358176865e-05 0.0008372037127429633 -8.0818774758951853e-06 -4.8352927348047535e-06 8.6916361082486129e-05 0.0016390400763142614 1.2946707141096876e-05 2.9578983113796843e-05 -0.00010409003849732389 -2.0378970630991757e-05 -0.0005943056275362924 8.4074590369784562e-05 0.00022561203594681397 -1.9607729217788787e-05 0.00012374422872863056 1.0635040425588701e-05
leaf_weight=25 159 74 49 679 36 27 27 34 115 31 70 40 180 31 74 44 57 171 30 51 39 366 32 25 32 30 50 26 54 321
leaf_count=25 159 74 49 679 36 27 27 34 115 31 70 40 180 31 74 44 57 171 30 51 39 366 32 25 32 30 50 26 54 321
internal_value=0.000750336 0.000959056 -0.00443697 0.000570217 -0.00231405 0.000722742 -0.00334545 -0.007 0.000828218 0.000311178 0.00158636 5.95535e-05 -0.0013913 -0.00622222 0.00043847 -0.000371717 -0.00105205 -0.00178694 -0.000199005 -0.000993789 -0.00258182 0.00264925 0.0012588 -0.000622951 -0.000974359 -0.000376237 0.00165289 1.46913e-10 0.00095 0.00183871
internal_weight=2979 2871 108 2346 110 2236 54 83 2182 1313 869 1198 242 62 956 484 364 290 190 160 109 525 472 111 233 201 120 70 79 361
internal_count=2979 2871 108 2346 110 2236 54 83 2182 1313 869 1198 242 62 956 484 364 290 190 160 109 525 472 111 233 201 120 70 79 361
cat_boundaries=0 18 35 38 40 42 44 54 56 57 59
cat_threshold=16384 0 1073741824 0 0 8194 0 4194304 0 0 0 256 0 0 0 32 0 128 268435456 33 34603008 2885636 65570 134217792 0 8192 0 134225920 32 0 0 268435456 67108864 0 4224 67108864 1114624 6145 17006912 2 1073742081 144 1 6180 0 0 67108864 0 0 0 0 805437440 33554432 32 11296 32 16826656 0 18464
is_linear=0
shrinkage=0.04


Tree=139
num_leaves=31
num_cat=9
split_feature=7 8 12 7 8 2 13 2 2 2 2 2 2 2 2 12 2 2 2 2 4 8 2 2 2 2 1 11 2 2
split_gain=1.2957 1.08368 1.01611 0.58919 0.53502 0.472505 0.471407 0.70908 0.463134 0.442503 0.386904 0.378625 0.378328 0.33472 0.536592 0.369528 0.32706 0.278016 0.264407 0.441272 0.249921 0.233609 0.272468 0.220297 0.203613 0.157162 0.273317 0.212935 0.261482 0.217832
threshold=0 1 2 3 4 2.5000000000000004 5 84.500000000000014 298.50000000000006 14.500000000000002 95.500000000000014 12.500000000000002 6.5000000000000009 5.5000000000000009 19.500000000000004 6 1.5000000000000002 24.500000000000004 46.500000000000007 35.500000000000007 3146480000.0000005 7 29.500000000000004 44.500000000000007 20.500000000000004 21.500000000000004 4.5000000000000009 8 176.00000000000003 38.500000000000007
decision_type=9 9 9 9 9 8 9 10 10 8 10 8 10 8 8 9 8 10 10 8 10 9 8 10 10 10 10 9 10 10
left_child=12 8 3 11 23 -6 10 13 9 -2 24 -3 -1 -8 -15 -16 -5 -13 19 -17 21 22 -18 -4 -7 -23 -27 29 -29 -28
right_child=1 2 4 16 5 6 7 -9 -10 -11 -12 17 -14 14 15 18 20 -19 -20 -21 -22 25 -24 -25 -26 26 27 28 -30 -31
leaf_value=2.2392010124026585e-05 -3.0375430100907627e-05 -0.00014534601360575536 1.6847899137197293e-05 -1.5770211588846328e-05 6.2779580474058455e-06 6.009705665363499e-06 -4.1229365452261844e-05 2.0701637318474771e-06 -6.4406152522405994e-05 4.183961525410264e-06 -4.4776860179594909e-06 3.712688155637967e-05 1.6645589052347929e-05 1.025576412820759e-06 -1.5984933009471962e-06 -7.6559831794997867e-05 -3.0225927523749451e-06 -3.9600466929786421e-06 -3.9020537858916607e-05 -1.0351341130184215e-05 -4.9731490221183371e-05 1.4353182175728978e-05 1.1315899536645735e-05 -4.4246753851021244e-06 2.9287211287618312e-06 2.1441449081877341e-05 1.2180617899252681e-05 -9.6633179227047052e-08 3.1436214236890572e-05 3.4006317258149547e-05
leaf_weight=151 86 35 71 39 67 67 44 61 28 109 32 33 358 113 115 45 60 46 41 54 25 553 57 36 73 57 76 197 42 126
leaf_count=151 86 35 71 39 67 67 44 61 28 109 32 33 358 113 115 45 60 46 41 54 25 553 57 36 73 57 76 197 42 126
internal_value=0.000644583 0.00024677 0.000523897 0.00119676 -0.000583132 -0.000984785 -0.00133127 -0.00195868 -0.00234188 -0.00173469 0.000480874 -0.001472 0.00245385 -0.00259564 -0.0021897 -0.00320312 0.00145455 -4.99999e-05 -0.00450331 -0.00364 0.00158459 0.0016698 -9.37499e-05 0.0019322 0.00141844 0.00184934 0.00134669 0.00100453 0.000144 0.00191549
internal_weight=2897 2388 2165 1346 819 712 645 473 223 195 172 114 509 412 368 255 1232 79 140 99 1193 1168 117 107 140 1051 498 441 239 202
internal_count=2897 2388 2165 1346 819 712 645 473 223 195 172 114 509 412 368 255 1232 79 140 99 1193 1168 117 107 140 1051 498 441 239 202
cat_boundaries=0 18 47 49 66 87 88 89 110 111
cat_threshold=268435456 1 570425344 2105348 65570 134217792 4194304 0 0 134225968 32 256 8388608 268435456 0 0 4096 128 268435456 2048 4 0 3221225472 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 32768 0 0 524288 84058178 32 1 0 67108864 524288 0 0 33554432 536870912 0 0 8192 0 0 0 0 32 16 0 4 0 0 0 0 262144 0 0 0 0 4 8192 512 0 0 0 0 0 0 256 4 1049888 0 4 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 2048 256 32772
is_linear=0
shrinkage=0.04


Tree=140
num_leaves=31
num_cat=11
split_feature=7 8 8 17 2 4 1 11 4 2 2 7 4 2 2 2 6 11 3 1 9 9 2 2 7 2 2 2 2 2
split_gain=1.19512 1.02127 0.709165 0.520236 0.47267 0.555051 0.442304 0.474755 0.380389 0.443402 0.376173 0.326743 0.399087 0.334669 0.363411 0.317889 0.539292 0.687664 0.606474 0.402662 0.349171 0.330763 0.317746 0.251596 0.2333 0.488322 0.403794 0.243211 0.239043 0.293049
threshold=0 1 2 3 44.500000000000007 4850.0000000000009 2.5000000000000004 4 101.00000000000001 224.50000000000003 29.500000000000004 5 481.00000000000006 72.500000000000014 19.500000000000004 510.50000000000006 6 7 2015.5000000000002 5.5000000000000009 8 9 24.500000000000004 8.5000000000000018 10 39.500000000000007 16.500000000000004 2.5000000000000004 63.500000000000007 21.500000000000004
decision_type=9 9 9 9 8 10 8 9 10 10 10 9 8 10 8 8 9 9 8 10 9 9 10 10 9 10 10 10 10 10
left_child=-1 8 -3 4 -4 -6 -5 -8 9 10 -2 13 -13 14 -9 16 20 19 -19 21 -14 23 -20 -18 25 26 27 -22 29 -26
right_child=1 2 3 6 5 -7 7 11 -10 -11 -12 12 15 -15 -16 -17 17 18 22 -21 24 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=3.9846859458173471e-05 -3.4270717125246639e-05 1.1593652158162758e-05 -6.3699142448975726e-05 -5.8862845437483422e-05 1.709210676203777e-05 -0.00019626918922828151 2.6491372026519892e-05 -2.0471790180452365e-05 4.4599185598581782e-05 -1.2324734686938735e-05 4.1452844404580045e-06 4.9919939842776904e-06 -1.1162620464564583e-05 1.8816387296963385e-06 -3.8379981129499681e-06 3.9733823009146443e-05 -6.4287793613082033e-05 7.5012771099400402e-05 -0.00014639523367374635 0.0037156468259105517 3.6103985232993919e-06 1.135264249458614e-05 -0.00044108023434657112 -3.818992563698601e-06 1.1159228100198534e-05 -7.4095473987433251e-07 1.389297797890449e-06 -5.3905596374193011e-07 1.7759748680811808e-05 -2.8378444105532579e-07
leaf_weight=456 181 257 52 42 49 27 111 28 65 28 62 73 111 40 34 107 30 32 68 40 26 123 41 74 308 134 84 43 108 124
leaf_count=456 181 257 52 42 49 27 111 28 65 28 62 73 111 40 34 107 30 32 68 40 26 123 41 74 308 134 84 43 108 124
internal_value=0.000592092 0.000241942 0.000562242 0.000289583 -0.00207194 -0.000207792 0.000470982 0.000572414 -0.00177522 -0.00248529 -0.00191803 0.000385601 0.000536109 -0.00169911 -0.00368254 0.000393398 0.000225687 -0.000973747 -0.00313158 0.000244604 0.000750264 -0.000403509 -0.00476364 -0.00194783 0.0010358 9.39599e-05 0.00163636 -0.000628571 0.0015245 0.00112702
internal_weight=2958 2502 2166 1909 128 76 1781 1739 336 271 243 1628 1526 102 62 1453 1346 408 141 267 938 227 109 104 827 287 153 69 540 432
internal_count=2958 2502 2166 1909 128 76 1781 1739 336 271 243 1628 1526 102 62 1453 1346 408 141 267 938 227 109 104 827 287 153 69 540 432
cat_boundaries=0 18 47 74 75 78 95 96 98 100 102 111
cat_threshold=268566528 33 33554432 2107392 34 0 0 805314560 0 8224 32 320 0 268435456 0 0 4096 256 0 4 4 0 2147483648 1 0 2147483648 0 0 0 0 8192 0 0 4096 0 0 33558528 0 2147483648 0 0 8 0 32768 0 0 524288 1073741840 0 0 0 65536 0 0 0 0 32768 0 4 0 0 0 0 0 0 0 2048 256 0 0 0 0 268451840 4 2 0 2147484160 524288 0 0 67108864 524288 0 0 0 0 33554432 0 0 0 0 0 0 32 16 330 4 1024 1 132 0 6144 0 0 0 0 0 64 0 131072 65536
is_linear=0
shrinkage=0.04


Tree=141
num_leaves=31
num_cat=12
split_feature=7 12 11 8 7 12 1 7 10 12 1 0 9 0 1 1 4 0 0 0 0 7 0 4 1 0 5 0 3 11
split_gain=1.73995 1.44235 0.746898 0.636444 0.615183 0.479366 0.464453 0.431892 0.45597 0.319244 0.470036 0.570554 0.360224 0.602748 0.429053 0.282185 0.276337 0.304243 0.213903 0.378693 0.207832 0.158785 0.473084 0.141423 0.133438 0.132605 0.162266 0.130665 0.200141 0.217899
threshold=0 1 2 3 4 5 5.5000000000000009 6 7 8 4.5000000000000009 40.250000000000007 9 36.400000000000006 4.5000000000000009 4.5000000000000009 6670500000.000001 24.500000000000004 23.500000000000004 16.750000000000004 30.500000000000004 10 23.500000000000004 1642125000.0000002 4.5000000000000009 39.07500000000001 1.5000000000000002 30.500000000000004 2021.5000000000002 11
decision_type=9 9 9 9 9 9 8 9 9 9 10 10 9 10 8 10 8 10 10 10 10 9 10 8 10 10 8 8 8 9
left_child=1 21 5 -2 -4 15 16 -5 24 12 11 -11 14 -14 -10 -3 -6 -18 19 -7 -12 -1 -23 -15 -9 -22 -27 -16 -29 -30
right_child=3 2 4 7 6 18 -8 8 9 10 20 -13 13 23 27 -17 17 -19 -20 -21 25 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=2.4919701756666e-06 3.9307176524571959e-05 -4.0137728377455469e-05 1.1731223880869347e-06 0.0020725013347448326 -0.00010986012559270854 -4.5292030377655308e-07 -1.2148611237053202e-06 0.0028947524122603634 1.1230522421334865e-05 4.3182943976566679e-06 2.7828563533353582e-06 -0.00010728826893853104 -0.00026810140580500952 0.00012069169013342481 -2.9971117324573744e-06 1.4926582933681315e-06 -1.8938066056550763e-06 -1.9725553266567636e-05 1.0901279897266244e-05 -1.8854885697244689e-06 -1.0013282126552308e-05 -1.9449099273842335e-06 3.2117077698811866e-05 5.2654074586109547e-05 9.1438194840798742e-05 -1.3455787101723617e-05 2.0783113761916886e-05 1.751613614469657e-05 -2.529380673630521e-05 -2.8648483800986326e-06
leaf_weight=164 222 25 101 103 33 112 61 75 30 89 83 27 29 37 59 119 43 203 40 47 41 30 79 176 106 53 319 129 140 178
leaf_count=164 222 25 101 103 33 112 61 75 30 89 83 27 29 37 59 119 43 203 40 47 41 30 79 176 106 53 319 129 140 178
internal_value=0.000423832 -0.000872659 -0.00174088 0.00114525 -0.00282301 -0.000305085 -0.00364672 0.000864095 0.000685209 0.000428266 0.00110433 -0.00116239 -0.000111533 0.00113834 -0.000687386 0.00139355 -0.00444286 -0.00395142 -0.00154286 -0.002275 0.00165795 0.00159155 0.0003 0.00192523 0.00252083 0.00128502 0.00152279 -0.000978304 -0.000741071 -0.001279
internal_weight=2953 1057 784 1896 441 343 340 1674 1571 1390 612 116 778 242 536 144 279 246 199 159 496 273 109 213 181 413 372 506 447 318
internal_count=2953 1057 784 1896 441 343 340 1674 1571 1390 612 116 778 242 536 144 279 246 199 159 496 273 109 213 181 413 372 506 447 318
cat_boundaries=0 18 19 21 51 60 61 78 79 81 83 91 92
cat_threshold=147456 16 1074798592 526336 0 2 33685504 809631744 33622016 0 8192 256 0 0 0 32 0 128 16787520 16416 2147483648 0 8 0 0 0 0 0 0 0 0 0 2052 10240 1048576 0 0 0 0 0 8192 0 0 4194304 0 0 0 4 0 0 8192 0 0 1048576 2048 0 0 0 0 33619968 98594 268435456 1 0 8192 0 0 0 8192 0 0 0 0 16 0 0 0 1073741824 33 17868834 2 0 14356 0 0 0 0 0 0 131072 131072 4
is_linear=0
shrinkage=0.04


Tree=142
num_leaves=31
num_cat=11
split_feature=7 12 8 12 12 11 9 2 6 2 2 0 3 4 2 0 0 2 0 4 15 0 0 2 11 6 3 2 3 2
split_gain=1.26866 1.11721 0.968181 0.716511 0.605619 0.830568 1.18218 0.542201 0.496624 0.455629 0.447462 0.940799 0.415705 0.745453 0.406343 0.387896 0.352702 0.33776 0.332218 0.310679 0.316787 0.930336 0.381017 0.730936 0.265209 0.655665 0.674965 0.722381 0.57891 0.385795
threshold=0 1 2 3 4 5 6 6.5000000000000009 7 8.5000000000000018 15.500000000000002 23.500000000000004 1975.5000000000002 10347970000.000002 34.500000000000007 15.500000000000002 45.425000000000004 1.5000000000000002 47.750000000000007 6373145000.000001 8 32.500000000000007 20.500000000000004 39.500000000000007 9 10 1996.5000000000002 20.500000000000004 1998.5000000000002 10.500000000000002
decision_type=9 9 9 9 9 9 9 10 9 10 8 10 10 8 10 10 10 8 10 8 9 10 8 10 9 9 10 10 10 8
left_child=1 19 4 8 5 14 -7 -8 -4 -10 11 -6 13 -11 -2 -16 24 -5 -19 -1 22 -22 23 -21 -3 26 27 -26 29 -27
right_child=2 16 3 17 10 6 7 -9 9 12 -12 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=2.1929903062423319e-05 1.8356818908821279e-06 -3.9260412631665167e-07 4.2895103784938944e-05 -6.3529723670763569e-06 -2.4383233363221559e-05 -7.4474792403648996e-05 -0.00016428082697624878 3.3975664852017596e-05 -0.00025025483881500188 0.00010100843205352338 2.8320148070901194e-06 2.4856306980244932e-05 5.53138251723478e-05 -0.00043362295497290267 -4.6605199348993698e-07 2.1192445157971692e-06 3.4525769231226431e-05 4.2812291163576155e-05 -3.7653388320953721e-05 5.5739082385024359e-06 9.4441755899106278e-06 -6.7381126204040244e-05 1.6420541157875125e-05 -1.4727431775014936e-06 -7.0553273595688816e-05 -2.8189100258135575e-05 -0.0001550332925653871 -7.3675749418529097e-06 0.0023822581682654974 -2.5979144856670549e-05
leaf_weight=42 82 119 303 26 25 106 35 81 66 28 138 25 49 60 67 33 35 850 52 36 123 84 172 34 53 37 33 65 30 70
leaf_count=42 82 119 303 26 25 106 35 81 66 28 138 25 49 60 67 33 35 850 52 36 123 84 172 34 53 37 33 65 30 70
internal_value=0.000552703 -0.000665254 0.00111144 0.00167197 -0.000252073 -0.00111807 -0.00271245 0.000188977 0.000433269 -0.00106542 0.00156784 -0.00156863 0.000202899 -0.0014382 0.000870466 -0.000792079 -0.00210155 0.0023344 0.00248948 0.000645418 0.000346667 -0.000788991 0.00129644 -0.00112676 -0.00248039 -0.00310368 -0.00491358 -0.00376471 -0.000891892 -0.00233333
internal_weight=2959 933 2026 1434 592 404 222 116 506 203 188 50 137 88 182 100 442 928 902 491 449 207 242 70 407 288 151 118 137 107
internal_count=2959 933 2026 1434 592 404 222 116 506 203 188 50 137 88 182 100 442 928 902 491 449 207 242 70 407 288 151 118 137 107
cat_boundaries=0 18 20 50 52 54 55 57 58 59 62 63
cat_threshold=147456 144 1611669504 788992 0 2 33685504 805306368 33622016 0 8192 448 0 0 0 32 0 256 17967424 32 0 2048 0 0 2147483648 1 0 2147483648 0 0 0 2048 0 512 0 0 0 0 0 0 2147484032 0 16777216 8 0 32768 64 0 0 4096 1130848 2 16902146 32 32 0 18432 270 67108864 16416 0 524288 328
is_linear=0
shrinkage=0.04


Tree=143
num_leaves=31
num_cat=10
split_feature=8 3 12 11 2 8 2 2 12 8 12 17 3 3 16 2 12 2 2 2 2 1 2 2 2 2 2 2 2 2
split_gain=1.93545 0.649689 0.571621 0.640341 0.49763 0.485203 0.805603 0.484201 0.758173 0.456563 0.403061 0.38788 0.962777 0.433793 0.476818 0.370466 0.336799 0.305905 0.302236 0.543479 0.283146 0.373799 0.280747 0.28057 0.274532 0.238696 0.234069 0.233953 0.209369 0.176335
threshold=0 2005.5000000000002 1 2 40.500000000000007 3 9.5000000000000018 4.5000000000000009 4 5 6 7 2017.5000000000002 2021.5000000000002 8 10.500000000000002 9 62.500000000000007 6.5000000000000009 4.5000000000000009 5.5000000000000009 5.5000000000000009 16.500000000000004 14.500000000000002 151.50000000000003 19.500000000000004 29.500000000000004 25.500000000000004 47.500000000000007 9.5000000000000018
decision_type=9 8 9 9 8 9 10 10 9 9 9 9 8 8 1 10 9 10 8 10 10 8 10 10 10 10 10 10 8 8
left_child=1 -1 4 28 26 6 -5 -7 15 -2 18 12 -12 -13 16 -9 22 29 19 -11 21 -18 -15 -22 27 -17 -3 -25 -4 -14
right_child=9 2 3 5 -6 7 -8 8 -10 10 11 13 17 14 -16 25 20 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.2338723235627079e-05 4.7777531070659257e-05 5.7194807909109607e-07 2.3652987030598106e-05 -0.00017132818620764378 4.1063392340443462e-06 6.7727016708246856e-06 -1.6041293912030115e-05 -3.2726536641156024e-05 3.7107339718576622e-07 3.2473568411983957e-05 -0.00028098229681733654 0.00010746518767702023 -2.9899218912351957e-05 -4.681240088866577e-07 2.2760574186403747e-06 3.4690366702332652e-07 -1.3107717396764376e-05 -1.6721357993666088e-05 1.9911634441531781e-05 -0.00027431099391711663 -1.2624059752304419e-05 0.0046346184367930419 0.0010441956583867233 -0.00010140053072211015 -4.9405391969426262e-05 -6.678769636194842e-06 -2.8153736027661679e-07 1.1490882572554548e-05 -6.5523066631498292e-06 9.445359180835958e-06
leaf_weight=65 217 133 62 45 150 88 61 37 226 61 26 252 36 144 118 51 40 25 447 27 27 30 73 36 26 188 46 38 60 105
leaf_count=65 217 133 62 45 150 88 61 37 226 61 26 252 36 144 118 51 40 25 447 27 27 30 73 36 26 188 46 38 60 105
internal_value=0.000544033 -0.000680294 -0.000463414 -0.00102292 0.000929412 -0.00149363 -0.00389744 -0.000998336 -0.00149503 0.00139851 0.00113272 0.000632219 -0.000945813 0.00102642 0.000390244 -0.00284321 -0.000250602 0.000143713 0.00201465 -8.98875e-05 -0.00140385 0.00056338 0.000824562 -0.00259375 -0.00158416 -0.00235 -0.000466667 -0.00032 0.00156391 0.00087324
internal_weight=2940 1212 1147 818 329 696 106 590 502 1728 1511 976 192 784 532 276 414 166 535 88 197 70 217 127 100 239 179 74 122 141
internal_count=2940 1212 1147 818 329 696 106 590 502 1728 1511 976 192 784 532 276 414 166 535 88 197 70 217 127 100 239 179 74 122 141
cat_boundaries=0 27 29 32 59 60 90 91 92 93 95
cat_threshold=2415919104 2056 0 0 8192 1 262144 0 0 32768 0 33554432 10304 512 0 4096 0 0 33558528 0 2147483648 0 20971520 8 0 16384 64 83886176 32 32768 2147483648 524288 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 0 0 0 0 0 16384 64 1132546 1073741840 1048576 0 0 0 0 0 2147483648 1 0 0 4 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 4 0 0 8192 18057472 10 2 1090 2
is_linear=0
shrinkage=0.04


Tree=144
num_leaves=31
num_cat=11
split_feature=8 7 2 8 7 11 9 2 8 2 2 7 6 3 1 2 6 2 2 0 2 2 2 2 3 2 3 0 11 2
split_gain=1.44723 1.09066 1.61121 0.9336 0.659235 0.350818 0.373886 0.478152 0.361345 0.324663 0.369214 0.545936 0.437019 0.486043 0.401662 0.593196 0.289581 0.263016 0.465278 0.475718 0.249935 0.235522 0.222444 0.216263 0.318722 0.229546 0.211556 0.20537 0.190341 0.257947
threshold=0 1 16.500000000000004 2 3 4 5 64.500000000000014 6 14.500000000000002 203.50000000000003 7 8 2000.5000000000002 5.5000000000000009 100.50000000000001 9 70.500000000000014 37.500000000000007 15.500000000000002 49.500000000000007 9.5000000000000018 26.500000000000004 33.500000000000007 2020.5000000000002 39.500000000000007 2013.5000000000002 21.500000000000004 10 31.500000000000004
decision_type=9 9 10 9 9 9 9 8 9 8 10 9 9 8 8 8 9 10 10 10 10 10 8 8 8 10 8 10 9 10
left_child=22 2 -2 -3 -5 -6 8 28 -7 16 11 14 23 -14 15 17 -10 18 -11 -20 -4 -18 -1 27 -25 -26 -15 -13 29 -8
right_child=1 3 20 4 5 6 7 -9 9 10 -12 12 13 26 -16 -17 21 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-7.1134940866813022e-05 -0.00012629096254933666 0.00021875258569026363 -2.7537251936114974e-06 3.9287803408965581e-05 1.3366997196574615e-05 -1.8170587669617519e-05 1.4615430365221631e-05 5.1707763085147477e-05 5.2166448566124788e-06 1.5818184408466927e-06 7.4629112907252714e-05 -5.076042052119769e-07 -8.8716799436248695e-05 0.00032320851182883784 5.4857536204863773e-06 -1.23701976575101e-05 -3.7131617909412094e-05 1.4252303929682637e-06 -4.6927274737137813e-07 4.041889358106987e-06 7.8793282359249533e-06 0.00018981744365011505 -4.9690026945629593e-06 5.6908314747920658e-06 -2.183936269864202e-06 -9.3421822724567915e-06 -2.2525428313916251e-05 -7.0860626192926487e-05 -5.4723374115418855e-06 -2.607305455284344e-05
leaf_weight=66 51 204 49 230 136 122 326 161 265 99 89 32 25 41 101 29 84 31 81 29 49 28 41 33 44 78 181 37 132 68
leaf_count=66 51 204 49 230 136 122 326 161 265 99 89 32 25 41 101 29 84 31 81 29 49 28 41 33 44 78 181 37 132 68
internal_value=0.000519198 0.000695713 -0.002525 0.000883945 0.000661051 0.000445427 0.000312177 0.00107163 -5.83332e-05 0.000142641 -0.000257787 -0.000517815 -0.00140249 -0.00020155 0.000629921 -0.000162963 0.00113228 0.000497925 -1.90475e-05 -0.0018018 0.000323232 -0.000585366 -0.00383051 -0.00265532 -0.00192308 -0.00286179 0.000394619 -0.00462857 0.000500949 0.000928395
internal_weight=2942 2835 149 2686 2482 2252 2116 687 1429 1307 930 841 471 247 370 269 377 240 209 110 98 112 107 224 155 122 222 69 526 394
internal_count=2942 2835 149 2686 2482 2252 2116 687 1429 1307 930 841 471 247 370 269 377 240 209 110 98 112 107 224 155 122 222 69 526 394
cat_boundaries=0 29 45 74 88 90 92 111 128 129 130 133
cat_threshold=268435456 0 4 0 1073741824 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 0 0 0 0 8 0 0 0 0 524288 0 0 0 4 0 2 0 268435456 0 134217728 8192 0 0 0 67108864 32 0 0 0 0 65536 0 0 0 1 0 0 2052 0 1048576 0 0 0 0 0 8192 0 524288 0 0 0 268468224 4 0 128 268435458 33 0 264192 0 64 0 8192 33554432 268443648 32 0 0 268435456 2147516416 2148532224 384 10244 16 8 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 4096 0 0 0 0 2 0 131072 131072 0 0 0 0 0 0 0 0 4096 152 142 36 0 524288
is_linear=0
shrinkage=0.04


Tree=145
num_leaves=31
num_cat=15
split_feature=7 8 7 0 12 0 8 10 12 7 8 4 17 12 3 4 17 0 0 0 0 0 4 6 12 6 3 0 3 3
split_gain=1.58467 1.18245 0.906391 0.61586 0.476237 0.585271 0.516672 0.360007 0.356139 0.401735 0.346596 0.39287 0.711237 0.677214 0.350014 0.301895 0.273684 0.256161 0.244544 0.220235 0.342744 0.21976 0.287082 0.216861 0.331922 0.230827 0.187608 0.183143 0.182943 0.150922
threshold=0 1 2 39.07500000000001 3 42.960000000000008 4 5 6 7 8 10087555000.000002 9 10 1983.0000000000002 456.00000000000006 11 36.400000000000006 40.675000000000004 42.250000000000007 32.500000000000007 29.500000000000004 14831265000.000002 12 13 14 2015.5000000000002 35.600000000000009 2017.5000000000002 2009.5000000000002
decision_type=9 9 9 10 9 10 9 9 9 9 9 8 9 9 10 8 9 10 10 10 10 10 10 9 9 9 8 10 10 8
left_child=3 10 28 -1 5 27 -6 8 -8 -10 14 -12 19 -14 -2 -11 17 -17 -9 20 -13 -15 -23 26 25 -25 -18 -4 -3 -26
right_child=1 2 4 -5 6 -7 7 18 9 15 11 12 13 21 -16 16 23 -19 -20 -21 -22 22 -24 24 29 -27 -28 -29 -30 -31
leaf_value=1.277563533896241e-05 -7.1131464932366895e-06 8.2628828724168925e-06 2.4779996376455881e-05 -0.0001938675813965534 4.6409401597239705e-05 -0.0003970179488074374 3.0699089424539183e-05 0.0023733520199765924 -4.6820830550950749e-06 9.0906848073123704e-05 1.0464330566752658e-05 -1.8261112641160087e-06 1.2477421529706415e-06 -4.5186227290474835e-07 -0.00020253985779842201 7.8904009243515745e-05 0.0019399100583702652 -2.8545867822310068e-05 -4.137983415757278e-05 -0.00017245489690815891 -7.308462843664572e-05 8.1564207354184787e-05 -6.1677133639563065e-05 0.00013396443166956674 0.00021320068744476209 4.2506090891601438e-05 -5.969141397229627e-05 -3.5236656845996314e-06 4.8692555689194533e-06 -4.4519679362213522e-06
leaf_weight=26 97 425 32 78 211 32 101 130 101 38 133 31 214 277 26 25 34 118 37 34 53 43 25 123 27 116 81 156 29 142
leaf_count=26 97 425 32 78 211 32 101 130 101 38 133 31 214 277 26 25 34 118 37 34 53 43 25 123 27 116 81 156 29 142
internal_value=0.000580775 0.000759476 0.0013164 -0.00403478 0.000829043 -0.000865801 0.00112432 0.000749078 0.000418757 0.000122549 -0.000411017 -9.7442e-05 -0.000489675 0.000133333 -0.00229851 0.00046993 0.000275862 -0.00122078 0.00240449 -0.00316279 -0.00451765 -0.000955056 0.00104348 0.000696629 0.00112649 0.002064 -0.000793651 -4.23279e-05 0.00287312 -0.000244444
internal_weight=2995 2891 1958 104 1504 220 1284 1073 906 805 933 810 677 559 123 704 666 143 167 118 84 345 68 523 408 239 115 188 454 169
internal_count=2995 2891 1958 104 1504 220 1284 1073 906 805 933 810 677 559 123 704 666 143 167 118 84 345 68 523 408 239 115 188 454 169
cat_boundaries=0 18 48 65 66 95 96 97 114 144 145 146 147 148 150 151
cat_threshold=16384 0 0 8192 0 8194 0 268435456 0 0 8192 0 0 0 0 32 0 128 268435456 2052 0 0 0 0 0 0 1 0 0 33554432 8192 512 0 4096 0 0 33558528 0 2147483648 0 16777216 0 0 0 64 0 0 4096 2 145 571736064 2359296 589856 0 0 139264 67584 0 0 0 0 0 0 0 1073741824 67117120 0 0 0 0 0 0 262144 0 0 0 0 2052 2048 1048576 0 0 0 0 0 8192 0 0 0 0 0 0 4 0 524288 256 16794624 0 0 67108864 0 0 0 131072 0 33554432 0 0 0 0 0 0 0 16 268435456 0 0 0 0 0 0 0 1 0 0 33554432 8192 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 0 0 0 4096 40 83953984 28 4 34818 32 130
is_linear=0
shrinkage=0.04


Tree=146
num_leaves=31
num_cat=12
split_feature=7 7 4 1 12 8 11 0 8 2 2 2 12 2 2 0 0 12 0 9 2 12 2 2 2 12 7 0 2 0
split_gain=1.58979 0.68336 0.646853 0.63243 0.74816 0.600911 0.585209 0.590872 0.640281 0.627677 0.728436 0.515227 0.395458 0.551218 0.393205 0.379416 0.350515 0.30886 0.307088 0.29327 0.473479 0.25124 0.279565 0.420688 0.230236 1.10761 0.475563 0.297667 0.216723 0.276753
threshold=0 1 3146480000.0000005 5.5000000000000009 2 3 4 40.250000000000007 5 8.5000000000000018 36.500000000000007 17.500000000000004 6 40.500000000000007 100.50000000000001 33.175000000000004 35.850000000000009 7 40.250000000000007 8 4.5000000000000009 9 59.500000000000007 30.500000000000004 19.500000000000004 10 11 14.500000000000002 15.500000000000002 18.500000000000004
decision_type=9 9 10 8 9 9 9 10 9 8 10 10 9 8 8 10 10 9 10 9 8 9 10 8 10 9 9 10 10 10
left_child=3 17 5 4 15 -3 16 8 -8 -9 11 -11 13 -5 24 -1 -7 18 -2 20 -10 22 23 -22 28 -26 27 -27 29 -6
right_child=1 2 -4 12 14 6 7 9 19 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.4296693619714875e-06 1.0419452574290203e-05 2.0988425217284235e-05 -0.00042905173796788885 -1.3361137901741649e-05 2.2795450797306168e-06 -6.8491539089405844e-07 -2.4517723747787036e-05 0.00010775125087469334 -4.544947780030572e-05 -6.2243200634216577e-05 1.9527359497345644e-05 -0.00077700804490013421 8.6566311077494883e-06 2.2690653931249705e-06 -3.5613207289528484e-06 -6.6038174205992656e-05 -0.00028958421445150843 5.2042916489445784e-05 -4.929257243193142e-05 0.0002838755896427836 1.1104108096509175e-05 2.7504492439428003e-05 0.0002412006459105991 -0.00014784595296641828 -7.2534512226165616e-06 -1.2394590706425225e-06 6.0276493630905251e-07 -2.0631320782887747e-07 9.041094459917712e-06 -8.8837882437823402e-06
leaf_weight=54 91 239 38 58 65 88 113 51 56 59 37 26 134 47 43 107 27 319 49 251 81 354 39 31 102 26 126 77 30 82
leaf_count=54 91 239 38 58 65 88 113 51 56 59 37 26 134 47 43 107 27 319 49 251 81 354 39 31 102 26 126 77 30 82
internal_value=0.000551534 0.00120204 0.000772818 -0.000785863 -0.0013913 0.000913971 0.00053268 0.000822363 0.0012311 -0.00131034 -0.00286179 -0.00488372 0.000983333 -0.000862069 -0.000633452 -0.00369767 -0.00206349 0.00254468 0.000794702 0.00161361 0.00105594 0.00146245 2.46915e-05 -0.00099115 -0.000330059 -0.000951807 0.00065 -0.00129825 0.000831461 0.000189189
internal_weight=2900 1949 1490 951 712 1452 1213 1098 925 173 122 85 239 105 551 161 115 459 140 812 561 505 151 112 508 331 229 103 177 147
internal_count=2900 1949 1490 951 712 1452 1213 1098 925 173 122 85 239 105 551 161 115 459 140 812 561 505 151 112 508 331 229 103 177 147
cat_boundaries=0 18 36 37 58 60 87 89 90 92 93 94 101
cat_threshold=147457 0 603987968 532480 0 134225986 131072 805437440 0 268435456 8192 448 0 0 0 32 1073741824 384 268435458 129 33554432 2097156 34 0 0 8192 0 134225920 32800 0 0 268435456 0 0 4096 512 32802 0 0 0 0 0 1 262144 2147483648 1 0 0 4 8192 512 268435456 0 0 0 0 0 128 32 512 16 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 2147483648 0 4194304 0 0 0 64 1067264 32 16892928 0 6164 1048834 17891392 0 0 67108864 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=147
num_leaves=31
num_cat=11
split_feature=7 8 12 2 0 7 15 4 2 8 12 2 0 2 4 2 2 2 2 2 17 6 6 2 13 2 2 4 5 2
split_gain=1.37391 1.19546 1.08007 0.92923 0.96365 0.790343 0.601939 0.482301 0.413506 0.390372 0.496674 0.361735 0.445064 0.357771 0.327573 0.282891 0.453478 0.272041 0.253706 0.327183 0.240222 0.319043 0.223362 0.494239 0.298988 0.35252 0.388928 0.22066 0.246076 0.220177
threshold=0 1 2 59.500000000000007 39.07500000000001 3 4 850.00000000000011 37.500000000000007 5 6 30.500000000000004 22.250000000000004 1.5000000000000002 481.00000000000006 19.500000000000004 58.500000000000007 9.5000000000000018 67.500000000000014 22.500000000000004 7 8 9 9.5000000000000018 10 11.500000000000002 17.500000000000004 552615000.00000012 2.5000000000000004 12.500000000000002
decision_type=9 9 9 10 10 9 9 10 10 9 9 8 10 8 8 8 8 8 10 8 9 9 9 8 9 8 10 8 8 10
left_child=2 18 17 7 -5 -3 15 8 11 -8 14 12 -4 -12 -11 -7 -17 -1 19 -2 27 -22 23 -16 -24 -26 -27 -15 -29 -14
right_child=1 5 3 4 -6 6 9 -9 -10 10 13 -13 29 20 22 16 -18 -19 -20 -21 21 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-1.3617925585293431e-05 -0.0001082674374097271 0.0001080887280608653 2.862761124423776e-06 -3.9368398034070018e-05 2.5185531940852406e-05 1.562365947064358e-05 5.5468460070028169e-06 -2.6918573729699907e-05 2.4633090286757582e-05 6.5236323802286377e-06 -3.7172106261632044e-05 -6.1546191325376749e-05 -7.4422384627787018e-05 7.6930716968799147e-05 -0.00015677094103171027 -0.00037696921726748932 -0.00034290135830651846 1.8939672640008663e-06 -0.00063486283935550365 7.163460082080111e-05 0.00020693254045071527 2.2578056234771086e-06 1.6591365566429947e-06 2.3043988774588055e-06 1.3523414565112945e-05 -0.00012025214662077735 -2.4100090792016954e-07 -5.2012249582141379e-06 8.2173582750278748e-06 2.4813018141185197e-06
leaf_weight=54 41 222 36 43 25 37 162 25 35 27 44 38 61 39 35 32 42 206 25 35 178 856 149 73 31 49 97 46 166 40
leaf_count=54 41 222 36 43 25 37 162 25 35 27 44 38 61 39 35 32 42 206 25 35 178 856 149 73 31 49 97 46 166 40
internal_value=0.000459661 0.000877764 -0.00130314 -0.00289172 -0.00707246 0.00107143 0.000815815 -0.00177966 -0.00113744 0.00098217 0.000799556 -0.00193182 -0.000956522 0.00119104 -0.000330508 -0.00193443 -0.00352 0.000590406 -0.00317857 -0.00228571 0.00132193 0.00158469 -0.000606896 -0.00208403 -4.74776e-05 -0.00112766 -0.00201361 0.000167939 -0.000338028 -0.00231373
internal_weight=2949 2386 563 303 68 2285 2063 235 210 1952 1790 175 137 1329 461 111 74 260 101 76 1285 1034 434 108 326 177 146 251 212 101
internal_count=2949 2386 563 303 68 2285 2063 235 210 1952 1790 175 137 1329 461 111 74 260 101 76 1285 1034 434 108 326 177 146 251 212 101
cat_boundaries=0 18 47 49 59 60 87 89 90 91 92 93
cat_threshold=1 0 603979776 8196 0 8194 33554432 805306368 33619968 32 0 128 0 0 67108864 32 128 384 268435456 2048 0 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 524288 67340320 32 268435458 17 1056768 2560 65538 0 0 8192 0 134217728 135790592 16 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 128 0 0 0 0 0 64 1228832 2 40 66 336 2
is_linear=0
shrinkage=0.04


Tree=148
num_leaves=31
num_cat=10
split_feature=8 12 8 15 2 12 8 2 2 2 2 1 4 2 1 6 1 12 2 2 2 1 1 2 2 18 4 2 11 2
split_gain=1.25698 0.809424 0.516105 0.577645 0.398744 0.328483 0.564265 0.805825 0.426036 0.571863 0.370717 0.405549 0.323448 0.256955 0.381646 0.372495 0.34014 0.343279 0.339975 0.258445 0.22822 0.231812 0.223187 0.21025 0.242475 0.261221 0.233392 0.209441 0.209285 0.200381
threshold=0 1 2 3 455.00000000000006 4 5 19.500000000000004 1.5000000000000002 7.5000000000000009 131.00000000000003 5.5000000000000009 37073800000.000008 77.500000000000014 5.5000000000000009 6 3.5000000000000004 7 6.5000000000000009 13.500000000000002 172.50000000000003 5.5000000000000009 5.5000000000000009 59.500000000000007 64.500000000000014 8 984745000.00000012 11.500000000000002 9 39.500000000000007
decision_type=9 9 9 9 10 9 9 10 8 8 10 8 8 8 8 9 10 9 10 10 10 8 8 8 10 9 10 10 9 10
left_child=1 -1 -2 12 5 6 7 -5 -7 22 11 28 -4 14 15 16 -8 29 -17 -19 21 -15 -10 -13 25 26 -25 -14 -11 -18
right_child=2 -3 3 4 -6 8 13 -9 9 10 -12 23 27 20 -16 18 17 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.4361214688133298e-05 7.4493420351628557e-06 8.6512215574135973e-06 0.00014178564640075094 1.2890801373829394e-05 0.00027184314501067628 -2.2986818510766601e-05 2.7620433938961043e-06 -7.5119739799444886e-05 4.9185565967377013e-05 -2.4057253600299731e-07 2.0311924402997284e-05 1.3255192106916872e-05 -0.00027986537808627151 1.5209903025972218e-08 9.3360241101527934e-06 -6.6784138542595418e-06 -1.5362003776636541e-06 -6.035821789634293e-05 0.00012029067812905341 -2.4022516910738289e-07 5.5416139376966836e-05 -0.00016390127449084012 1.4970256158783409e-06 0.0012071306908794698 1.5882600833671663e-05 -0.00021339498428345218 -2.9387684690502583e-05 -0.00097914165120651926 5.9036812351255291e-06 2.9775185891151136e-07
leaf_weight=119 280 103 36 57 105 32 49 74 147 567 80 152 34 71 117 55 74 36 166 64 27 66 52 54 30 26 26 30 158 35
leaf_count=119 280 103 36 57 105 32 49 74 147 567 80 152 34 71 117 55 74 36 166 64 27 66 52 54 30 26 26 30 158 35
internal_value=0.000632227 -0.00219742 0.000870528 0.00067462 0.000806521 0.000694946 9.31265e-05 -0.00222535 0.00109064 0.00121268 0.00085192 0.000642998 -0.00216216 0.000518807 0.000911223 0.000408333 -0.000624535 -0.00135238 0.00156897 -0.00288288 -0.000872727 -0.00153623 0.00318 0.00191003 0.000759124 -0.000149533 0.000987654 -0.00406154 0.000137741 0.0003
internal_weight=2922 222 2700 2420 2320 2215 891 131 1324 1292 1093 1013 100 760 596 479 258 209 221 100 164 137 199 288 136 106 80 64 725 109
internal_count=2922 222 2700 2420 2320 2215 891 131 1324 1292 1093 1013 100 760 596 479 258 209 221 100 164 137 199 288 136 106 80 64 725 109
cat_boundaries=0 27 29 59 60 62 92 93 94 95 97
cat_threshold=1342177280 0 4 0 0 0 0 2147483648 0 32768 0 0 10240 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 64 100354 32 16 0 0 0 0 0 0 0 0 0 0 2052 0 1048576 0 0 0 0 0 8192 128 524288 0 0 0 0 4 0 0 8192 134742016 18014272 2 0 12 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 0 4096 280 1196096 4 36 1024
is_linear=0
shrinkage=0.04


Tree=149
num_leaves=31
num_cat=10
split_feature=8 12 7 7 4 1 4 3 2 15 3 8 12 15 3 2 12 2 2 2 2 2 2 2 2 1 2 5 3 6
split_gain=2.31519 1.15301 1.15294 0.740157 1.12489 0.70379 0.69964 0.584641 0.642091 0.373217 0.405159 0.341742 0.310183 0.428752 0.613272 0.408379 0.324084 0.41908 0.590014 0.388345 0.271929 0.253427 0.237114 0.212445 0.318611 0.248368 0.37497 0.199949 0.255587 0.198235
threshold=0 1 2 3 10347970000.000002 5.5000000000000009 481.00000000000006 2005.5000000000002 9.5000000000000018 4 1993.5000000000002 5 6 7 1.0000000180025095e-35 64.500000000000014 8 27.500000000000004 21.500000000000004 49.500000000000007 10.500000000000002 18.500000000000004 3.5000000000000004 5.5000000000000009 2.5000000000000004 4.5000000000000009 36.500000000000007 2.5000000000000004 2019.5000000000002 9
decision_type=9 9 9 9 10 8 10 8 8 9 10 9 9 9 10 10 9 10 8 10 10 10 10 8 10 8 10 8 8 9
left_child=1 20 9 6 11 7 -4 -3 -9 10 -2 22 15 14 16 21 19 18 -18 -14 -1 29 -5 24 -15 26 -25 -23 -29 -13
right_child=2 5 3 4 -6 -7 -8 8 -10 -11 -12 12 13 23 -16 -17 17 -19 -20 -21 -22 27 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-2.6045456789033175e-05 -9.712017426700956e-05 -0.00042607088723957713 -6.6625675712287969e-06 -4.1403187592399779e-06 -9.9948529171756421e-05 0.00064526139569017382 -0.00033266320431021515 -7.3899289740504259e-05 -6.1356104834043602e-06 3.2406805889530972e-05 0.00043571642207312385 2.5272996332927742e-06 9.9190053057184994e-07 3.295677684240683e-05 5.023831393253811e-05 3.3870403765567779e-06 -2.507869123212532e-05 -8.546013941063702e-08 -0.00093634141561971143 -2.6424161508758971e-06 7.6503474051874791e-05 -4.3075482613446597e-06 6.1563930130632022e-06 7.2677806591883559e-06 -4.4244579932921508e-05 1.0450906744851636e-05 -5.1734480612198642e-07 -5.4497891460021324e-05 8.5702645507183935e-07 8.0169523437521467e-06
leaf_weight=41 75 26 95 44 46 29 25 44 111 431 34 106 74 33 130 120 112 76 35 32 70 34 239 26 29 297 29 78 168 298
leaf_count=41 75 26 95 44 46 29 25 44 111 431 34 106 74 33 130 120 112 76 35 32 70 34 239 26 29 297 29 78 168 298
internal_value=0.000518072 -0.00263855 0.000905491 0.000479177 0.000666336 -0.00434389 -0.00244275 -0.00547253 -0.00448718 0.00254083 0.0003 0.00081591 0.000585308 5.88237e-05 -0.000774468 0.00114847 -0.00170909 -0.00251282 -0.00386486 0.000205128 0.000688525 0.000782482 0.00208163 0.000978824 -0.00114286 0.00138244 -0.00107143 -0.000142349 0.000259109 0.00142222
internal_weight=2987 321 2666 2126 2006 210 120 181 155 540 109 1960 1677 873 459 804 329 223 147 106 111 684 283 414 62 352 55 280 246 404
internal_count=2987 321 2666 2126 2006 210 120 181 155 540 109 1960 1677 873 459 804 329 223 147 106 111 684 283 414 62 352 55 280 246 404
cat_boundaries=0 27 28 45 63 64 87 89 90 92 93
cat_threshold=1342177280 2048 4 0 1073741824 0 0 2147483648 1 32768 0 33554688 10304 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 16803168 2 129 100663296 2359296 2 8192 0 8192 2048 134217760 32768 2097152 67108864 268435456 0 0 1073745936 131072 0 0 0 0 134217728 33554432 268435456 33554432 0 8192 0 0 0 0 0 0 128 2281701376 0 0 0 0 2147483648 1 0 0 0 0 0 2052 0 512 0 0 0 0 0 0 128 0 4194304 84101122 2 201326592 1049600 32 84
is_linear=0
shrinkage=0.04


Tree=150
num_leaves=31
num_cat=16
split_feature=7 7 11 12 12 13 5 12 12 1 6 4 1 1 1 12 7 12 6 1 1 1 4 12 4 4 4 1 16 16
split_gain=1.37364 0.780659 0.789829 0.707162 0.540403 0.427617 0.426607 0.393623 0.344205 0.319501 0.296296 0.28837 0.252649 0.237777 0.232825 0.14434 0.209423 0.205989 0.167677 0.115657 0.113916 0.236352 0.249553 0.224183 0.0823563 0.0781886 0.268987 0.0630918 0.0456183 0.0368815
threshold=0 1 2 3 4 5 10.500000000000002 6 7 2.5000000000000004 8 10347970000.000002 5.5000000000000009 5.5000000000000009 4.5000000000000009 9 10 11 12 5.5000000000000009 2.5000000000000004 3.5000000000000004 111.00000000000001 13 8.0000000000000018 141.00000000000003 5965.0000000000009 2.5000000000000004 14 15
decision_type=9 9 9 9 9 9 8 9 9 10 9 8 10 10 10 9 9 9 9 10 10 10 10 9 10 10 10 10 1 1
left_child=7 3 6 24 9 29 25 11 -5 -4 12 -1 14 -10 -11 -8 19 -18 -19 28 -7 -22 23 -23 -2 -3 -27 -13 -17 -6
right_child=1 2 4 8 5 20 15 -9 13 10 -12 27 -14 -15 -16 16 17 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001010611904359579 -5.9540742951619736e-05 -3.0947503275006199e-07 -5.1000647523986957e-05 -2.4551527400046628e-06 -5.4861147115369293e-05 3.9032361600161071e-05 1.962461949258247e-05 2.344612619821996e-05 9.5644743601521905e-07 7.5298957497473899e-06 -0.00020243138611852408 0.0011027024608569035 4.4844289210830448e-06 1.2872806785881003e-05 -3.3479846581749076e-07 -3.5243690263525467e-06 0.00032553885240900948 2.22497887809679e-05 0.00022220155748909378 2.9398206003942964e-06 -3.533710970826557e-07 5.4452546167179128e-06 -4.3629944867861636e-06 2.9334194764551796e-07 -0.00011686159549084842 4.7027251202281309e-05 -2.1016842070575954e-06 1.2725946021085327e-06 1.0185478243036098e-06 -1.6618000372842484e-07
leaf_weight=47 94 137 47 116 59 103 112 348 152 29 115 38 40 36 118 95 108 304 123 30 31 108 33 164 27 43 35 141 51 84
leaf_count=47 94 137 47 116 59 103 112 348 152 29 115 38 40 36 118 95 108 304 123 30 31 108 33 164 27 43 35 141 51 84
internal_value=0.000819131 0.000389189 0.000725253 -0.00114679 -0.000123142 0.000620573 0.0014795 0.00255727 -7.61903e-05 -0.00134444 -0.00089769 0.00111392 0.000141414 0.000964824 -0.000621621 0.00190777 0.00161219 0.00201465 0.00152511 0.000342246 0.00123556 0.000902077 0.00124183 0.00164103 -0.00360606 -9.25924e-05 0.000911393 0.000422222 -0.000108843 -0.00122078
internal_weight=2968 2394 1969 425 931 582 1038 574 304 349 302 226 187 188 147 823 711 535 427 176 439 336 305 272 121 215 78 179 146 143
internal_count=2968 2394 1969 425 931 582 1038 574 304 349 302 226 187 188 147 823 711 535 427 176 439 336 305 272 121 215 78 179 146 143
cat_boundaries=0 18 36 38 39 41 42 44 45 46 47 55 57 58 59 60 61
cat_threshold=268435458 1 1140850688 2099712 34 2048 33554432 8192 33554432 134225936 32768 384 0 268435456 0 0 4112 32896 131073 0 536870912 532480 524288 134225920 0 809500672 65536 32 8192 0 0 0 0 32 1073741824 256 16388 2147550208 3106 83962112 2 4 16828768 2 68206592 8 68166656 0 0 8192 4 0 0 131072 131072 18464 32 404 49186 2 2
is_linear=0
shrinkage=0.04


Tree=151
num_leaves=31
num_cat=10
split_feature=13 11 12 2 2 12 14 0 2 2 11 4 0 6 9 2 2 2 0 12 2 2 2 2 6 2 4 0 0 2
split_gain=0.85432 0.753609 0.950725 0.550661 0.896856 0.529703 0.719997 0.639276 0.420424 0.34716 0.307973 0.321051 0.395373 0.28532 0.329754 0.299282 0.740323 0.271703 0.269545 0.254741 0.728698 0.290913 0.46541 0.247258 0.227819 0.393214 0.316189 0.221893 0.218679 0.215031
threshold=0 1 2 24.500000000000004 59.500000000000007 3 4 40.250000000000007 8158.0000000000009 49.500000000000007 5 10510.500000000002 37.750000000000007 6 7 43.500000000000007 37.500000000000007 7.5000000000000009 21.500000000000004 8 85.500000000000014 11.500000000000002 25.500000000000004 19.500000000000004 9 8.5000000000000018 86.000000000000014 44.07500000000001 38.57500000000001 6.5000000000000009
decision_type=9 9 9 10 10 9 9 10 8 10 9 8 10 9 9 8 10 8 10 9 8 10 10 10 9 10 10 10 10 8
left_child=1 8 18 -4 -5 6 10 9 -1 -8 -2 12 -12 -7 17 16 24 -15 -3 20 21 -13 23 -23 25 -16 28 -9 -27 -21
right_child=5 2 3 4 -6 13 7 27 -10 -11 11 19 -14 14 15 -17 -18 -19 -20 29 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00016674266709217205 2.4824616716030581e-05 4.983238297710882e-06 -1.4397211336177111e-05 -4.205568492213837e-05 -3.9031264637898395e-06 0.0027541537997567912 2.7537965801116098e-06 -4.8101788405077171e-05 -6.7797428910054759e-05 -2.8221884332149026e-06 5.3787100141056741e-06 2.5623573681251258e-05 -1.8827710508573774e-05 9.5515964061151489e-05 0.00016450937022876149 4.1922719689286543e-06 -1.1328188210955463e-06 -4.4179508037849347e-06 -1.2594566452387963e-06 -1.2648452624406434e-05 -7.9932670749966206e-06 1.2838724803649636e-05 2.2582823803320107e-06 -3.7329338089571463e-05 2.1477731892974323e-06 7.5945006264377867e-06 1.0269996231131763e-05 -0.00031920963314474826 -5.1440063029435372e-05 5.0386315140009962e-07
leaf_weight=54 146 52 67 34 30 103 67 31 56 25 25 94 69 36 61 429 44 186 49 89 35 37 105 29 443 26 28 56 76 394
leaf_count=54 146 52 67 34 30 103 67 31 56 25 25 94 69 36 61 429 44 186 49 89 35 37 105 29 443 26 28 56 76 394
internal_value=0.000518643 -0.00133711 -0.00260082 -0.00476056 -0.00775385 0.000762193 0.0001385 -0.00212632 0.00132231 8.60217e-05 0.000553192 0.000256757 -0.00193684 0.00128067 0.00110149 0.00138462 0.000871871 -0.000309013 0.000392857 0.00052551 0.00141479 0.00218045 0.00118605 -0.00143284 0.00122205 1.98021e-05 -0.00122137 -0.00468182 -0.00225243 -5.668e-05
internal_weight=2976 342 232 131 64 2634 1202 179 110 92 1023 877 94 1432 1329 1107 678 222 101 783 300 265 171 66 634 191 130 87 102 483
internal_count=2976 342 232 131 64 2634 1202 179 110 92 1023 877 94 1432 1329 1107 678 222 101 783 300 265 171 66 634 191 130 87 102 483
cat_boundaries=0 1 4 6 8 9 12 13 15 16 17
cat_threshold=8 0 512 524288 42272 32 67233856 2 8320 16384 2147484672 1 16 0 4100 65600 384
is_linear=0
shrinkage=0.04


Tree=152
num_leaves=31
num_cat=10
split_feature=7 2 8 12 8 12 2 6 0 3 2 18 0 1 2 2 3 0 2 12 5 7 2 6 0 1 0 1 2 2
split_gain=1.8255 1.46385 1.16162 0.916364 0.859004 0.603452 0.849414 0.937184 0.599518 0.574635 0.485907 0.463469 0.460525 0.435417 0.389339 0.479642 0.434068 0.374647 0.372427 0.372021 0.622908 0.336477 0.326698 0.289497 0.449593 0.395154 0.477692 0.258214 0.357412 0.250696
threshold=0 100.50000000000001 1 2 3 4 15.500000000000002 5 42.250000000000007 1983.0000000000002 15.500000000000002 6 16.750000000000004 5.5000000000000009 22.500000000000004 42.500000000000007 1996.5000000000002 35.600000000000009 1.5000000000000002 7 2.5000000000000004 8 5.5000000000000009 9 39.07500000000001 1.5000000000000002 18.500000000000004 5.5000000000000009 8.5000000000000018 33.500000000000007
decision_type=9 8 9 9 9 9 10 9 10 10 10 9 10 8 10 10 10 10 8 9 8 9 10 9 8 10 10 8 10 10
left_child=1 3 19 13 9 6 7 27 14 -4 18 -9 -13 22 16 -16 -5 -14 -7 20 -2 -12 -1 -23 25 -25 -27 28 -6 -28
right_child=2 -3 4 8 5 10 -8 11 -10 -11 21 12 17 -15 15 -17 -18 -19 -20 -21 -22 23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-4.479885912220619e-05 -0.00010838623815450975 -4.9725574217315375e-05 -2.6449689201332336e-06 -1.5807018927338537e-05 -4.1011434412726261e-05 -4.0802367897740667e-05 2.267210131293613e-06 0.00094937623104949522 -0.00012742569386772475 -8.839469512367491e-05 1.8794031810021956e-05 -1.0647933968450133e-05 -9.3389902691906721e-05 4.7748687406129218e-06 -5.8935461043312305e-06 -2.5539928396003701e-07 1.50352779255026e-05 -8.2695895096241125e-05 8.981565799176854e-05 2.5432354927266959e-05 3.8617533799239067e-06 -1.7556761433076326e-05 3.4485112782755472e-07 0.00655248230139629 2.3771859200681116e-05 1.9656463903649325e-07 -0.00028964134062764674 0.00016098205829517779 2.7298580657274218e-05 -5.6981014512623396e-06
leaf_weight=30 27 53 103 90 40 43 239 30 25 26 111 25 26 54 48 72 28 61 519 368 87 134 165 25 231 102 30 31 32 60
leaf_count=30 27 53 103 90 40 43 239 30 25 26 111 25 26 54 48 72 28 61 519 368 87 134 165 25 231 102 30 31 32 60
internal_value=0.000390947 -0.00163194 0.000880983 -0.000998051 0.000421501 0.000660572 -0.000533333 -0.00219512 -0.00258394 -0.0026 0.00112164 -0.00413072 -0.00559292 0.000753846 -0.00204184 -0.00363636 -0.000403361 -0.00695455 0.00200355 0.00261258 0.000448 0.000420749 -0.000102041 1.34909e-05 0.000505447 -0.000788991 -0.00140933 0.000807018 -0.000438356 -0.00351648
internal_weight=2915 565 2350 512 1868 1739 484 245 263 129 1255 142 112 249 238 120 118 87 562 482 114 693 195 582 448 217 192 103 72 90
internal_count=2915 565 2350 512 1868 1739 484 245 263 129 1255 142 112 249 238 120 118 87 562 482 114 693 195 582 448 217 192 103 72 90
cat_boundaries=0 18 48 49 75 76 77 78 79 96 97
cat_threshold=2 0 68157440 524288 0 8194 0 809631744 33554432 8192 0 256 0 0 67108864 32 0 128 16 8 0 134217728 2147483648 0 262144 2147483648 0 0 0 4 8192 0 268435456 0 0 0 0 8192 384 524288 0 0 0 16384 0 0 0 8192 68281600 268435456 0 4 0 0 0 0 0 0 32768 0 0 2048 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 32768 1099840 448 4 67313920 131072 0 0 4 34 0 0 0 2048 0 0 0 0 0 0 0 16 192
is_linear=0
shrinkage=0.04


Tree=153
num_leaves=31
num_cat=13
split_feature=7 8 8 7 12 7 2 12 2 2 0 2 2 15 2 0 0 12 2 14 0 8 6 2 2 0 12 2 2 2
split_gain=1.32774 1.18443 0.793172 0.789819 0.667004 0.566353 0.703674 0.478803 0.433977 0.578797 0.388849 0.403997 0.384751 0.381519 0.659935 0.792398 0.512944 0.447001 0.418432 0.378269 0.611814 0.388056 0.310488 0.296243 0.29388 0.269463 0.228173 0.508409 0.218037 0.294557
threshold=0 1 2 3 4 5 144.50000000000003 6 41.500000000000007 11.500000000000002 33.175000000000004 5.5000000000000009 18.500000000000004 7 1.5000000000000002 29.500000000000004 9.5000000000000018 8 23.500000000000004 9 42.250000000000007 10 11 39.500000000000007 8.5000000000000018 44.07500000000001 12 44.500000000000007 7.5000000000000009 14.500000000000002
decision_type=9 9 9 9 9 9 8 9 10 10 10 10 8 9 8 10 8 9 10 9 10 9 9 10 10 10 9 10 10 8
left_child=4 -2 7 -4 -1 -6 8 12 9 -7 -9 -12 -3 25 15 -15 -16 18 -18 21 -21 -19 28 -13 -24 -5 27 -20 -23 -30
right_child=1 2 3 13 5 6 -8 10 -10 -11 11 23 -14 14 16 -17 17 19 26 20 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=8.1846798281774863e-06 2.7134810617414015e-05 3.2672628718128654e-05 0.0011904024392166287 3.0585827872385628e-06 -6.9314482994509741e-07 -2.3223473294609208e-05 -0.00026045872123212977 -0.00021456074358487163 3.4066894625001946e-06 -0.00014040123043124335 9.2655141373556064e-05 -2.4625496492687982e-05 -7.6503503691642725e-05 5.617701885783749e-06 -4.1228410191958625e-05 -0.00017952078448816016 8.5684179059805135e-06 -6.5514539589687704e-07 -2.2326489982217652e-06 -1.762940072284028e-05 -0.00097388096750961799 0.00059939739136623325 -3.4843151499424686e-06 -5.3616160063555273e-07 6.5664529145515623e-06 -9.764984581018319e-05 3.6556664067714778e-07 2.4827411629680147e-06 -4.0560965497387583e-05 -3.4991952187499093e-06
leaf_weight=110 399 51 205 276 109 36 26 33 32 41 27 86 57 25 25 27 342 103 52 96 42 26 77 60 204 25 125 74 25 96
leaf_count=110 399 51 205 276 109 36 26 33 32 41 27 86 57 25 25 27 342 103 52 96 42 26 77 60 204 25 125 74 25 96
internal_value=0.000332304 0.000650837 0.000274655 0.000592673 -0.00192877 -0.00307451 -0.00479452 -0.00155077 -0.00367273 -0.00528205 -0.00265438 -0.002 0.000605042 0.000290733 -2.96282e-06 -0.00437736 0.000177019 0.00029137 0.00107947 -0.000417647 -0.00220134 8.1181e-05 0.00061959 -0.00282993 0.00138356 0.00155128 -0.000142857 -0.00128467 -0.000835443 -0.00160656
internal_weight=2912 2558 2159 1845 354 244 135 314 109 77 206 173 108 1640 1339 52 1287 1262 593 669 138 531 428 146 281 301 251 126 147 121
internal_count=2912 2558 2159 1845 354 244 135 314 109 77 206 173 108 1640 1339 52 1287 1262 593 669 138 531 428 146 281 301 251 126 147 121
cat_boundaries=0 18 48 75 92 94 111 112 113 115 116 139 140 142
cat_threshold=131072 0 67117056 526336 524288 134225920 0 268435456 33554432 134217728 8192 128 0 0 67108864 32 128 384 0 8 0 0 0 0 524288 2147483648 1 0 0 133124 0 1049088 268435456 0 0 0 0 8192 0 0 4194304 0 0 0 0 0 0 8192 268435456 4 0 0 2147483648 1 262144 0 0 0 0 0 64 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 49152 64 268435456 1 0 0 0 64 0 8192 2048 8224 32 0 0 0 0 0 1073741840 1056832 32 0 0 67117056 2048 0 0 0 0 0 0 0 128 0 0 0 0 128 67215392 2157969408 84033794 32 8320 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 322 2 32
is_linear=0
shrinkage=0.04


Tree=154
num_leaves=31
num_cat=8
split_feature=7 0 8 8 7 4 4 2 11 9 0 6 2 2 2 2 0 2 0 4 2 0 2 2 2 2 0 2 2 6
split_gain=1.85112 1.2968 1.19925 0.783133 0.842841 0.748297 0.393711 0.436193 0.362922 0.706329 0.393601 0.866764 0.459014 0.353333 0.290238 0.277948 0.248194 0.361235 0.223343 0.210724 0.199954 0.190555 0.190042 0.35875 0.189507 0.275162 0.187358 0.184536 0.17743 0.175599
threshold=0 40.250000000000007 1 2 3 86.000000000000014 45.000000000000007 27.500000000000004 4 5 36.900000000000006 6 14.500000000000002 27.500000000000004 18.500000000000004 29.500000000000004 28.500000000000004 163.00000000000003 18.500000000000004 11633120000.000002 60.500000000000007 40.675000000000004 59.500000000000007 24.500000000000004 34.500000000000007 71.500000000000014 42.250000000000007 99.000000000000014 5.5000000000000009 7
decision_type=9 10 9 9 9 10 10 8 9 9 10 9 8 10 8 10 8 8 10 10 8 10 10 10 10 10 10 10 8 9
left_child=1 6 19 5 28 15 7 -1 9 21 12 26 -10 -13 -14 -4 17 18 24 -2 -9 22 23 -6 -16 -26 -12 -18 -5 -11
right_child=2 -3 3 4 8 -7 -8 20 10 29 11 13 14 -15 16 -17 27 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=5.5301822864941721e-06 6.9746277230999075e-06 -0.00014352419573118776 -0.00020782324099174424 -2.7321432315239384e-05 -1.2585844970473625e-05 6.0700859393136574e-05 -5.3933995814391884e-05 -1.8500860533554637e-05 3.2236184032225819e-06 -2.3258987638194331e-06 -0.0002758891206342486 -1.8427336825596848e-05 -2.3150325952440196e-05 0.00013619940736004128 5.6658802862911507e-07 -2.7843629400263429e-05 9.3869693539734667e-05 -1.2130432030996087e-05 5.0503900738195779e-06 -2.75786220379862e-06 -3.2313431902722343e-07 2.6136270786372117e-05 6.0360081626223953e-05 -6.0113143708754862e-05 -4.7304094540957245e-07 1.9680583047831494e-07 -0.00057463234323025818 6.9070872071586955e-05 2.6860223678038748e-05 7.9418285432225975e-06
leaf_weight=93 591 25 56 26 78 28 26 37 144 103 67 99 28 60 74 28 87 25 44 33 43 29 25 29 127 42 37 31 248 537
leaf_count=93 591 25 56 26 78 28 26 37 144 103 67 99 28 60 74 28 87 25 44 33 43 29 25 29 127 42 37 31 248 537
internal_value=0.000413651 -0.00299574 0.000708597 0.000236549 0.000430549 -0.00286179 -0.00202 -0.00131034 8.58678e-05 0.000694581 -0.000479452 -0.00177273 7.96021e-05 0.000211765 -0.000540305 -0.00498824 -0.000278422 -0.000869009 -0.000458333 0.00222992 -0.00345679 -0.00160465 -0.00234586 -0.00307407 -0.000934426 -0.00167059 -0.00438261 0.00127731 0.00244211 0.00129032
internal_weight=2900 224 2676 2052 1940 112 199 173 1666 801 865 263 602 159 458 84 430 312 287 624 80 161 132 107 243 169 104 118 274 640
internal_count=2900 224 2676 2052 1940 112 199 173 1666 801 865 263 602 159 458 84 430 312 287 624 80 161 132 107 243 169 104 118 274 640
cat_boundaries=0 18 48 77 94 97 99 100 101
cat_threshold=0 0 68157440 2048 0 8258 0 268435456 33554432 8192 0 0 0 0 67108864 32 0 128 16 8 0 0 2147483648 0 262144 0 1 0 0 4 0 512 0 0 0 0 0 10240 384 524288 0 0 0 268451840 0 0 0 8192 0 2048 4 0 0 0 0 0 0 32768 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 0 64 0 524288 268435458 1 1073750016 4 0 0 0 8192 2048 134217728 32 0 0 0 0 0 16 32772 1049088 524288 0 4100 92 128
is_linear=0
shrinkage=0.04


Tree=155
num_leaves=31
num_cat=9
split_feature=7 8 7 0 12 7 2 3 1 2 2 2 2 8 12 13 1 0 1 3 2 0 0 0 0 2 17 2 2 2
split_gain=1.5307 1.33649 1.00356 0.901349 0.686147 0.897337 0.61561 0.583641 0.497272 0.508265 1.08122 0.601415 0.453387 0.29607 0.367106 0.357237 0.274891 0.272314 0.385835 0.383335 0.360187 0.520043 0.25087 0.240557 0.237349 0.233372 0.207242 0.650759 0.3852 0.186125
threshold=0 1 2 29.500000000000004 3 4 11.500000000000002 2019.5000000000002 4.5000000000000009 12.500000000000002 4.5000000000000009 79.500000000000014 1.5000000000000002 5 6 7 5.5000000000000009 42.710000000000008 2.5000000000000004 2011.5000000000002 15.500000000000002 21.500000000000004 24.500000000000004 47.750000000000007 28.500000000000004 14.500000000000002 8 5.5000000000000009 27.500000000000004 1.0000000180025095e-35
decision_type=9 9 9 10 9 9 10 8 10 10 8 10 8 9 9 9 10 10 10 8 8 10 10 10 8 8 9 8 8 10
left_child=3 7 -3 -1 12 8 -5 -2 -6 10 -10 -11 -4 22 -15 16 17 18 -16 -20 21 -21 -7 24 -17 -9 27 -14 -29 -26
right_child=1 2 4 6 5 13 -8 25 9 11 -12 -13 26 14 15 23 -18 -19 19 20 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=3.8393871651930948e-05 -0.00043119155126359894 0.00013940964356407834 -1.9375935797604951e-05 -2.8029377221656661e-05 1.0226080249254151e-05 -1.8090756507500442e-06 -8.5497631650661204e-05 -5.6879174525452272e-05 1.8699699477099706e-06 -6.5219263268221649e-08 -8.1074042775345457e-05 -6.151967657506128e-06 -6.9167557939455417e-05 -7.9555734007852671e-06 -0.00032525396869607568 -1.6440392590296291e-06 7.0589972541985641e-06 5.6856065022988912e-05 -0.00013528710002712406 6.9656550221146203e-06 2.0676789298335052e-06 -7.3222544224580265e-06 1.9915210690002701e-05 -0.00023565969519556357 0.00024508764403281981 9.0371373339962734e-06 3.4268246296861588e-06 1.574317223917388e-05 -4.4645690237607552e-05 5.9390506547731026e-05
leaf_weight=25 28 303 35 33 50 30 48 46 25 115 40 30 32 125 30 37 81 48 45 25 153 132 177 25 58 35 662 71 25 334
leaf_count=25 28 303 35 33 50 30 48 46 25 115 40 30 32 125 30 37 81 48 45 25 153 132 177 25 58 35 662 71 25 334
internal_value=0.000596419 0.000779202 0.000960356 -0.00389744 0.000676127 0.000178231 -0.00629268 -0.00336667 -0.00191882 -0.0028436 -0.00575758 -0.00150685 0.00160287 0.000610221 0.000336957 0.000604699 -0.000121905 -0.000525345 -0.000880829 -0.000505618 1.48532e-10 -0.00134177 0.0019633 0.00141075 0.00166512 -0.00190244 0.00182048 0.000230216 0.00189691 0.0019542
internal_weight=2903 2797 2688 106 2385 1560 81 109 260 210 65 145 825 1300 1093 968 514 433 385 355 310 157 207 454 429 81 790 128 96 392
internal_count=2903 2797 2688 106 2385 1560 81 109 260 210 65 145 825 1300 1093 968 514 433 385 355 310 157 207 454 429 81 790 128 96 392
cat_boundaries=0 16 46 64 66 83 110 111 112 113
cat_threshold=0 0 0 0 0 8258 0 272629760 0 0 8192 0 0 0 67108864 32 0 0 0 0 0 0 0 0 0 0 0 33554432 64 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 524288 4096 268435458 1 1107296256 262144 34 134217728 33554432 8192 2048 134217728 0 0 0 0 0 0 0 512 84975616 32 0 0 1048576 4 0 0 0 537001984 33554432 0 0 128 0 0 0 0 1073741824 16 8 0 0 2147483648 0 0 2147483648 0 0 0 2052 8192 0 0 0 0 0 0 0 384 0 0 0 0 0 64 2080 10 28
is_linear=0
shrinkage=0.04


Tree=156
num_leaves=31
num_cat=9
split_feature=8 7 7 12 4 2 4 2 12 2 1 3 0 2 9 17 2 4 3 2 2 1 4 2 12 1 11 0 2 1
split_gain=1.42072 1.00165 0.69094 0.496481 0.496303 0.481602 0.439578 0.581307 0.389155 0.467998 0.463896 0.460163 0.382319 0.316144 0.246293 0.248063 0.248863 0.245892 0.226499 0.222443 0.219517 0.197847 0.193811 0.173867 0.17224 0.236604 0.321109 0.193675 0.17032 0.164186
threshold=0 1 2 3 481.00000000000006 1.0000000180025095e-35 55065260000.000008 352.00000000000006 4 10.500000000000002 5.5000000000000009 2010.5000000000002 37.750000000000007 71.500000000000014 5 6 1.0000000180025095e-35 7085990000.000001 2011.5000000000002 2.5000000000000004 14.500000000000002 5.5000000000000009 72000.000000000015 12.500000000000002 7 5.5000000000000009 8 39.07500000000001 35.500000000000007 4.5000000000000009
decision_type=9 9 9 9 10 10 8 8 9 8 8 8 10 10 9 9 10 10 10 10 10 8 10 10 9 10 9 10 8 10
left_child=1 23 4 5 8 29 17 12 10 -10 11 -2 -8 18 15 21 -17 22 19 -7 -13 -5 -3 -1 -21 26 -26 -28 -11 -4
right_child=2 6 3 14 -6 13 7 -9 9 28 -12 20 -14 -15 -16 16 -18 -19 -20 24 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=3.314786902498507e-05 -1.1556055310158218e-06 2.4295843746656358e-05 -0.00018931231004228017 9.4478990483908724e-06 0.00013247822563427323 2.8967190504024355e-06 5.6381754431670032e-06 -5.839962016096177e-05 -8.6688389914397259e-05 8.4904163012736727e-06 3.9708034035340881e-06 -4.9216673198567527e-05 -2.4141419268373798e-05 3.6985349325522285e-06 4.3245747982311539e-06 -0.0001041839104537154 7.9833603321883541e-06 0.00040613308087508667 2.2327867744499104e-05 1.4713575317079567e-06 -3.7189772736010719e-06 -0.00023145806624934838 -2.4662856885285111e-05 0.00013535484821462134 5.5690112399539613e-07 -1.0811207288712464e-05 6.3339137711268344e-07 -5.5168938026964179e-05 1.1845676858915185e-06 -2.9626107176274949e-05
leaf_weight=52 27 41 31 76 30 55 45 27 28 47 28 33 160 166 868 35 283 30 61 259 26 32 29 61 114 35 43 79 58 33
leaf_count=52 27 41 31 76 30 55 45 27 28 47 28 33 160 166 868 35 283 30 61 259 26 32 29 61 114 35 43 79 58 33
internal_value=0.00061113 -0.00144737 0.000987795 0.00122879 -0.000875 0.000478016 -0.00254227 -0.00357082 -0.0015 8.33335e-05 -0.003072 -0.00478161 -0.00281553 0.000747848 0.00172874 0.000878719 0.00143465 -0.000396039 0.000346213 0.000102389 -0.00673333 -0.000739496 -0.00169014 0.00170968 -0.000150659 -0.000836879 -0.000405063 -0.00174436 0.00132075 -0.00283077
internal_weight=2892 445 2447 2170 277 876 332 232 247 133 114 86 205 812 1294 426 318 100 646 585 59 108 70 113 530 271 236 122 105 64
internal_count=2892 445 2447 2170 277 876 332 232 247 133 114 86 205 812 1294 426 318 100 646 585 59 108 70 113 530 271 236 122 105 64
cat_boundaries=0 30 39 56 58 59 61 62 63 65
cat_threshold=1342177280 2058 0 0 0 1 0 0 0 0 0 0 8192 512 0 0 0 0 33558528 0 0 0 0 8 0 32768 64 0 524288 4096 1 144 0 0 34 0 0 0 65536 16384 128 537919488 2099204 0 2 0 0 0 0 0 128 0 0 0 32 1073741824 93472 2 75842 0 28676 22 74752 16416 1024
is_linear=0
shrinkage=0.04


Tree=157
num_leaves=31
num_cat=11
split_feature=7 12 7 0 8 10 17 2 5 2 9 15 2 3 0 12 0 2 2 2 2 2 12 2 2 2 3 2 3 6
split_gain=1.37985 1.00085 0.828991 0.883721 0.997749 0.618942 0.549828 0.830379 0.596146 0.45197 0.434541 0.459155 0.421413 0.475418 0.394835 0.390186 0.658153 1.23238 0.895604 0.544459 0.375916 0.558211 0.359323 0.436242 0.377768 0.335738 0.310369 0.303331 0.289462 0.261484
threshold=0 1 2 52.740000000000002 3 4 5 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 6 7 211.00000000000003 1997.5000000000002 37.750000000000007 8 15.500000000000002 32.500000000000007 1.5000000000000002 45.500000000000007 18.500000000000004 13.500000000000002 9 10.500000000000002 54.500000000000007 3.5000000000000004 2000.5000000000002 4.5000000000000009 1997.5000000000002 10
decision_type=9 9 9 10 9 9 9 8 10 8 9 9 8 10 10 9 8 10 10 10 10 10 9 10 10 10 8 10 10 9
left_child=1 -1 -2 4 -4 9 7 27 14 -6 11 22 13 -3 -9 16 17 -13 -18 -19 21 -16 23 -8 -25 -17 -20 -7 -12 -27
right_child=2 12 3 -5 5 6 10 8 -10 -11 28 15 -14 -15 20 25 18 19 26 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=4.8356686646456246e-06 7.0950475618987991e-05 -2.0967981446178862e-05 0.00010723372252945878 -6.4590539488765689e-05 -9.5870400021131669e-06 -3.8769206742577228e-05 -9.2532010519837122e-06 9.9437642490851595e-05 1.8726019194229976e-05 0.00093812193176442266 1.3010125425267915e-05 2.8341189757840187e-07 -0.00033131093211172648 -7.3357552170102023e-05 -9.5426367527153816e-05 1.747262595259258e-05 -0.00016788998121876206 -2.4940796438587846e-06 -0.00013013057564381495 -1.6936043536184647e-06 -0.00014583725168149978 0.00010672520495921969 5.0972412862891526e-06 7.1263676343276961e-06 -1.1666569119549825e-05 5.3455165383965232e-07 5.9328268866718383e-06 -0.00015803212801832254 0.0014965886369537682 -3.2806899793352082e-06
leaf_weight=114 215 89 208 49 38 68 27 31 102 135 160 68 30 25 89 60 40 28 25 44 31 26 182 51 31 275 350 70 79 200
leaf_count=114 215 89 208 49 38 68 27 31 102 135 160 68 30 25 89 60 40 28 25 44 31 26 182 51 31 275 350 70 79 200
internal_value=0.00032642 -0.00240892 0.000597104 0.000382567 0.000492766 0.000234129 3.32033e-05 -0.00124299 -1.42856e-05 0.00245652 0.000367873 8.90806e-05 -0.00454194 -0.00368696 -0.00141573 -0.000290645 -0.00102473 -0.00340426 -0.000240384 -0.0070137 -0.00228571 -0.0012069 0.0014702 -0.000366667 0.00106024 0.000476191 0.000372341 -0.00379856 0.001904 0.000126051
internal_weight=2940 258 2682 2467 2418 2210 2037 417 279 173 1620 1381 144 114 177 1090 555 140 415 72 146 115 291 109 82 535 375 138 239 475
internal_count=2940 258 2682 2467 2418 2210 2037 417 279 173 1620 1381 144 114 177 1090 555 140 415 72 146 115 291 109 82 535 375 138 239 475
cat_boundaries=0 18 20 32 59 60 61 63 64 66 67 68
cat_threshold=0 128 67108864 2097152 0 8258 0 0 33554432 0 8192 0 0 0 67108864 32 0 128 8258 32 268435457 1 1075052544 0 0 134219776 0 8192 0 8192 32 2097408 16 0 4 0 2147483648 0 0 0 1 0 0 131076 0 0 0 0 0 0 0 10240 0 0 0 0 0 49152 64 33 56 0 30724 2149580800 1180002 32 67210336 264
is_linear=0
shrinkage=0.04


Tree=158
num_leaves=31
num_cat=10
split_feature=7 7 8 0 8 12 4 7 2 13 1 2 2 2 17 2 2 5 0 0 2 5 2 0 2 2 12 2 1 6
split_gain=1.53178 1.1367 0.875755 0.869724 0.652274 0.619953 0.695478 0.597066 0.500039 0.777318 0.593365 0.47861 0.407649 1.1776 0.412751 0.389297 0.76702 0.331537 0.329589 0.297714 0.29463 0.599105 0.282861 0.270493 0.383357 0.265078 0.255145 0.248232 0.244495 0.22524
threshold=0 1 2 39.07500000000001 3 4 72000.000000000015 5 21.500000000000004 6 4.5000000000000009 29.500000000000004 2.5000000000000004 6.5000000000000009 7 44.500000000000007 10.500000000000002 10.500000000000002 47.750000000000007 40.250000000000007 63.500000000000007 1.0000000180025095e-35 3800.0000000000005 31.500000000000004 15.500000000000002 272.00000000000006 8 29.500000000000004 4.5000000000000009 9
decision_type=9 9 9 10 9 9 10 9 8 9 10 10 8 8 9 10 8 8 10 10 8 10 8 8 10 8 9 10 10 9
left_child=22 3 26 -2 11 6 12 -7 18 17 -11 -4 -6 -14 -15 16 -5 -10 28 23 21 -12 -1 24 -16 -22 -3 -26 -9 -30
right_child=1 2 4 15 5 7 -8 8 9 10 20 -13 13 14 19 -17 -18 -19 -20 -21 25 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=9.2824770306429145e-06 3.640998945546189e-05 1.1284094636119184e-06 -3.3680921214262448e-05 -7.9072888254993408e-05 9.4091594855067213e-06 7.6393329814607579e-06 -0.00013955119935425087 -1.5380653151714133e-05 -1.9281840511466603e-05 1.4713982328951212e-05 -5.3441507905523749e-05 2.2109879449109427e-05 -2.8136539194889749e-05 2.3903303880002024e-05 -1.3923740852454844e-05 -2.0052236728342294e-06 -0.00013379216278750969 5.47507542697412e-06 -4.8985767396058868e-05 -9.5011725569814858e-05 2.2879800824084642e-06 2.3278965375640077e-06 4.0883040109899776e-06 5.6296060587071506e-06 6.4233229165843719e-06 -0.00014920717043608348 4.642028812717639e-06 -5.2306927022799018e-07 1.0167211203955313e-05 6.3095407795326754e-06
leaf_weight=340 25 110 77 27 48 461 46 34 33 97 103 37 77 100 29 26 25 130 28 34 49 27 36 199 31 48 176 144 157 222
leaf_count=340 25 110 77 27 48 461 46 34 33 97 103 37 77 100 29 26 25 130 28 34 49 27 36 199 31 48 176 144 157 222
internal_value=0.000505207 0.000153198 0.000330144 -0.00375439 5.58057e-05 0.000222012 -0.000734353 0.000711429 0.000119276 -0.000762295 -0.00186269 -0.002752 -0.000410256 -0.000689431 -2.23047e-05 -0.00617721 -0.00815094 0.00144828 0.00109502 -0.0005625 -0.00303509 -0.00427481 0.00285271 -0.000267327 -0.0012878 -0.00134694 0.00237037 -0.000568182 0.00138164 0.00167368
internal_weight=2976 2600 2497 103 2211 2097 708 1389 928 487 324 114 662 614 537 78 52 163 441 437 227 130 376 403 204 97 286 175 413 379
internal_count=2976 2600 2497 103 2211 2097 708 1389 928 487 324 114 662 614 537 78 52 163 441 437 227 130 376 403 204 97 286 175 413 379
cat_boundaries=0 17 35 61 85 87 104 105 106 107 108
cat_threshold=268435456 33 1175461888 516 0 134217728 4194304 8192 0 134217744 32 0 8388608 0 0 0 16 0 0 0 0 0 8192 0 268435456 0 8192 0 256 0 0 67108864 32 0 256 0 0 4 0 0 0 524288 0 1 0 0 4 0 0 0 0 0 0 0 8192 384 0 0 0 0 16384 268435456 2048 0 0 2147483648 0 0 0 0 0 0 0 2048 0 0 0 0 0 33554432 0 0 0 0 8 183584 2 2 128 0 2048 34 0 131072 0 33622016 0 0 128 0 268435456 0 0 1073745920 4 41 16998464 138
is_linear=0
shrinkage=0.04


Tree=159
num_leaves=31
num_cat=9
split_feature=8 8 9 12 2 2 0 6 0 2 3 2 15 12 12 6 2 0 2 2 2 3 0 1 2 2 3 2 5 0
split_gain=1.55383 0.9747 0.667263 0.65274 0.736569 0.720462 0.583782 0.480997 0.42366 0.337484 0.336923 0.608502 0.323262 0.546442 0.522565 0.45189 0.634226 0.935156 0.406355 0.366142 0.347461 0.330221 0.328811 0.27713 0.348561 0.260955 0.321345 0.219474 0.217608 0.210381
threshold=0 1 2 3 88.500000000000014 155.00000000000003 15.500000000000002 4 40.675000000000004 620.00000000000011 1996.5000000000002 57.500000000000007 5 6 7 8 37.500000000000007 24.500000000000004 19.500000000000004 80.500000000000014 14.500000000000002 1995.5000000000002 44.07500000000001 5.5000000000000009 25.500000000000004 78.500000000000014 2000.5000000000002 14.500000000000002 4.5000000000000009 38.57500000000001
decision_type=9 9 9 9 8 10 10 9 10 10 10 10 9 9 9 9 10 10 8 8 8 10 10 8 10 8 8 10 8 10
left_child=8 -2 3 4 6 -6 27 -8 10 12 11 -1 13 15 20 18 -17 -18 21 -16 -14 -5 -21 24 -9 26 -4 -3 -27 -28
right_child=1 2 25 9 5 -7 7 23 -10 -11 -12 -13 14 -15 19 16 17 -19 -20 22 -22 -23 -24 -25 -26 28 29 -29 -30 -31
leaf_value=-2.612119911668522e-05 2.4846084200577448e-05 1.2228547133202741e-06 -9.9943798726265007e-05 -0.00017417959027862305 -0.00011334423810983237 2.2489537132716821e-06 1.2876275960373107e-05 -3.129709582451569e-05 -6.7050836015647203e-05 0.00049254953588916009 -7.0338230968152444e-05 2.0525248707485956e-05 1.6397354535087061e-05 1.0231514081971202e-06 6.0545118368793282e-06 1.5308048746586612e-06 -1.8652294849313262e-06 4.7578379185614464e-05 -5.7070494447938816e-06 2.6979448017098962e-05 -1.0105796438529097e-05 -0.00014056075239788591 -0.00075087790252180116 -0.00011331737958412201 4.8996277045345734e-05 1.2853692187122293e-06 -8.7063832813041289e-07 -9.7840732418749129e-07 0.00023952851784617512 1.8625524775402707e-05
leaf_weight=121 235 29 28 32 77 42 127 67 27 42 42 28 29 259 249 230 47 43 65 146 100 36 41 27 37 31 102 67 100 388
leaf_count=121 235 29 28 32 77 42 127 67 27 42 42 28 29 259 249 230 47 43 65 146 100 36 41 27 37 31 102 67 100 388
internal_value=0.000337133 0.000604392 0.000360522 -3.99333e-05 -0.00129752 -0.00403333 -0.000405634 0.000586873 -0.00282969 0.000418045 -0.00227083 -0.00136 0.0003036 -0.00026556 0.00100694 -0.00109483 -0.000241692 -0.00307692 -0.00297222 0.00166443 -0.00117143 -0.00533333 0.000361702 -0.00109859 -0.000228571 0.00144848 0.00106358 -0.00305155 0.00306061 0.00130346
internal_weight=2894 2676 2441 1792 473 119 354 258 218 1319 191 149 1277 712 565 453 320 90 133 436 129 68 187 131 104 649 518 96 131 490
internal_count=2894 2676 2441 1792 473 119 354 258 218 1319 191 149 1277 712 565 453 320 90 133 436 129 68 187 131 104 649 518 96 131 490
cat_boundaries=0 30 60 62 63 64 65 67 68 69
cat_threshold=1342177280 0 0 0 3221225472 0 0 2147483648 0 32768 0 33554432 8192 0 0 0 0 0 33554432 0 0 0 0 8 0 0 0 0 524288 4096 0 0 4 134217728 65536 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 8192 0 0 4194304 0 0 1073774592 0 0 0 8192 385 10276 196704 14 67108864 1081602 34 26624 276
is_linear=0
shrinkage=0.04


Tree=160
num_leaves=31
num_cat=15
split_feature=7 3 11 8 7 12 4 8 12 0 7 0 17 12 9 5 3 9 6 3 0 8 0 0 0 0 3 5 6 0
split_gain=1.66997 1.36 0.904961 1.21717 0.769338 0.702043 0.546998 0.542198 0.483364 0.452084 0.442864 0.704793 0.281177 0.317451 0.288618 0.244697 0.288235 0.244319 0.244075 0.240003 0.214915 0.212588 0.207167 0.185751 0.412142 0.164324 0.15875 0.138716 0.138604 0.108071
threshold=0 2015.5000000000002 1 2 3 4 16000.000000000002 5 6 40.250000000000007 7 39.07500000000001 8 9 10 1.5000000000000002 2000.5000000000002 11 12 1991.5000000000002 14.500000000000002 13 18.500000000000004 16.750000000000004 39.07500000000001 18.500000000000004 2007.5000000000002 3.5000000000000004 14 35.850000000000009
decision_type=9 10 9 9 9 9 10 9 9 10 9 10 9 9 9 8 10 9 9 10 10 9 10 10 10 10 8 8 9 10
left_child=1 4 -2 29 9 17 7 -7 -6 -1 11 22 -12 19 20 -16 -17 21 -19 -14 -15 -5 -9 -10 25 -25 -22 -20 -28 -4
right_child=2 -3 3 5 8 6 -8 10 23 -11 12 -13 13 14 15 16 -18 18 27 -21 26 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-3.2071177952488796e-05 2.3504753586401926e-05 -9.0254963787755421e-05 -6.8884291513490403e-05 6.2079701455386272e-08 1.3363881249481849e-06 1.1112631089544597e-05 -0.00034855696570048228 -1.4096009064714616e-06 -4.7867405017857303e-07 -0.00026058724925131409 -5.3716433891769182e-06 -6.3831614951980078e-05 -9.2618418432963076e-06 -3.4074189757531496e-06 8.855825661894574e-05 -4.7252148731903157e-06 0.00090214317826362272 -4.808850094671295e-06 -9.8597411259834406e-06 4.4368641321932638e-05 1.0724941802765777e-05 3.8841914405668605e-05 8.2236263736521327e-05 -4.7233975376011101e-08 -2.9802504868294893e-05 2.8631477113002051e-06 0.0002784496434933999 0.00012650222933305953 1.1467485092999544e-05 -8.3814831571642269e-06
leaf_weight=73 345 28 85 151 220 105 37 34 78 32 117 47 90 29 31 79 25 107 27 35 65 424 31 34 98 43 113 75 157 121
leaf_count=73 345 28 85 151 220 105 37 34 78 32 117 47 90 29 31 79 25 107 27 35 65 424 31 34 98 43 113 75 157 121
internal_value=0.000403133 -0.00145219 0.000888509 0.000551102 -0.00105009 0.00089162 0.000178927 0.000367049 -0.000305785 -0.00396552 1.3889e-05 -0.00221138 0.00037766 0.00071811 0.00116863 -0.000410959 -0.00137143 0.00178113 0.000527273 -0.00102941 0.00174933 0.00221843 0.00030303 -0.0014697 -0.000795454 0.00138462 0.00208333 0.00184071 0.00250923 -0.00228571
internal_weight=2936 606 2330 1985 578 1779 995 958 473 105 853 112 741 624 499 135 104 784 209 125 364 575 65 253 175 77 335 102 270 206
internal_count=2936 606 2330 1985 578 1779 995 958 473 105 853 112 741 624 499 135 104 784 209 125 364 575 65 253 175 77 335 102 270 206
cat_boundaries=0 18 21 44 62 64 85 86 103 104 105 107 109 110 133 134
cat_threshold=0 0 536870912 8192 0 8256 0 805437440 2048 8224 8192 256 0 0 67108864 32 1073741824 384 49152 2147483648 524288 0 4 0 0 2147483648 0 0 0 1 0 0 0 0 512 0 4096 0 0 33554432 2 2147483648 0 4194304 0 0 0 8192 0 8192 0 268435456 0 0 8192 0 0 0 67108864 32 0 384 17007872 32 0 0 0 0 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 384 17983522 0 0 0 2097156 0 0 0 0 65536 0 0 0 0 0 0 0 4112 40 1050656 0 2212 1073741825 18464 332 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 22
is_linear=0
shrinkage=0.04


Tree=161
num_leaves=31
num_cat=16
split_feature=7 7 12 12 17 7 12 12 13 17 3 14 11 3 3 5 1 4 15 3 1 12 12 6 1 1 5 3 1 1
split_gain=2.15401 0.881694 1.11177 0.688724 0.690442 0.62358 0.438147 0.437641 0.476181 0.391265 0.433892 0.390233 0.411614 0.345275 0.338864 0.336205 0.305556 0.254567 0.408695 0.354259 0.241136 0.231365 0.195146 0.201253 0.18285 0.16694 0.14987 0.107353 0.107195 0.178255
threshold=0 1 2 3 4 5 6 7 8 9 2004.5000000000002 10 11 1993.5000000000002 1996.5000000000002 3.5000000000000004 5.5000000000000009 5965.0000000000009 12 2002.5000000000002 5.5000000000000009 13 14 15 5.5000000000000009 5.5000000000000009 3.5000000000000004 2011.5000000000002 4.5000000000000009 2.5000000000000004
decision_type=9 9 9 9 9 9 9 9 9 9 10 9 9 10 10 8 8 10 9 8 8 9 9 9 10 8 8 10 10 10
left_child=21 2 20 4 16 -5 -7 -4 25 13 17 12 -6 15 24 -8 26 18 19 -11 -2 -1 -14 -24 -10 -9 -3 -23 29 -13
right_child=1 3 7 5 11 6 9 8 14 10 -12 28 22 -15 -16 -17 -18 -19 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.4213322835713856e-05 -5.4078422856794962e-05 -5.0323674861025399e-05 7.994211807439377e-07 -2.5051489822952151e-06 -1.7075196517442652e-06 2.0978604871903305e-05 -7.587944945125009e-06 -2.7002504464759529e-07 -6.6485431802674927e-07 3.854113389529685e-05 9.707216857668757e-05 -0.00010668757011816 9.1363573049658772e-08 -0.00012570173391581379 -6.4771867757688236e-05 0.00014739665848110433 -0.00012642544490915078 -0.00016068426596481343 3.5247911843523719e-05 -2.799671035297476e-06 -4.5112496881494043e-05 0.00022603317061714468 1.8893299056716328e-05 9.0901649692146899e-06 5.3629111939190165e-06 2.8011102510144222e-06 -6.6231141230366564e-05 1.321764959680154e-05 -0.00040075438039047868 1.1584434057971827e-06
leaf_weight=109 85 42 129 154 143 285 57 127 150 56 123 33 105 25 35 47 51 45 181 172 27 317 101 123 28 49 51 28 40 28
leaf_count=109 85 42 129 154 143 285 57 127 150 56 123 33 105 25 35 47 51 45 181 172 27 317 101 123 28 49 51 28 40 28
internal_value=0.000374618 -9.26886e-05 -0.00137285 0.000345969 -0.000620879 0.000951557 0.00132136 -0.000544423 -0.00121 0.000758717 0.00120408 2.05481e-05 0.000513458 -0.00117143 -0.00244643 -0.000228571 -0.00299355 0.00065055 0.000965854 -0.000200837 -0.00481301 0.00287312 0.00128235 0.00194043 -0.0018324 0.000342246 -0.00455319 0.00342697 -0.00210714 -0.00122581
internal_weight=2946 2492 630 1862 717 1145 991 518 389 706 577 573 472 129 213 104 144 454 409 228 112 454 329 224 178 176 93 345 101 61
internal_count=2946 2492 630 1862 717 1145 991 518 389 706 577 573 472 129 213 104 144 454 409 228 112 454 329 224 178 176 93 345 101 61
cat_boundaries=0 17 35 36 37 38 45 47 48 49 50 51 53 54 55 56 57
cat_threshold=268435456 17 1073741824 788480 524322 134217728 0 8192 33554432 8240 32800 2097408 8388608 0 0 0 4096 1 0 536870912 512 0 8258 0 809631744 67584 0 0 0 0 0 0 32 0 128 1058 1141056 40 0 128 0 0 0 0 131072 16909312 34 83904512 2 18 8320 32 1024 201326592 16826400 81920 10
is_linear=0
shrinkage=0.04


Tree=162
num_leaves=31
num_cat=12
split_feature=7 7 8 8 2 7 2 12 2 12 15 9 2 2 4 6 4 2 12 2 2 2 2 2 2 2 11 3 2 2
split_gain=1.45882 0.933869 0.850376 0.485886 0.487172 0.887289 0.642477 0.420542 0.459288 0.418582 0.754746 0.732778 0.526295 0.589614 0.434264 0.329886 0.410744 0.320886 0.316625 0.307469 0.33446 0.280644 0.695433 0.240615 0.357414 0.311414 0.226455 0.226001 0.209119 0.541929
threshold=0 1 2 3 79.500000000000014 4 64.500000000000014 5 74.500000000000014 6 7 8 1.0000000180025095e-35 4.5000000000000009 581475000.00000012 9 1950.0000000000002 59.500000000000007 10 3.5000000000000004 17.500000000000004 28.500000000000004 19.500000000000004 4.5000000000000009 15.500000000000002 42.500000000000007 11 2000.5000000000002 37.500000000000007 12.500000000000002
decision_type=9 9 9 9 10 9 8 9 8 9 9 9 10 10 8 9 10 10 9 10 10 10 10 10 10 10 9 10 10 8
left_child=3 -2 -3 7 5 18 21 -1 -9 10 27 12 -11 -14 -13 -15 -17 19 -5 -12 -21 22 -7 -20 -25 -26 -16 28 29 -4
right_child=1 2 9 4 -6 6 -8 8 -10 11 17 14 13 15 26 16 -18 -19 23 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.139849887124142e-06 7.2090608827984321e-05 2.8516456152638691e-05 4.8326373865255206e-05 1.4916016205917715e-06 -3.847918428300908e-06 -8.3049279886160144e-05 0.00011903372861383987 1.2018949774983412e-06 -6.0966911238271375e-05 -0.00032057653458809508 -0.00018157319326189017 -1.9756124856480811e-05 0.00022700070960662532 -2.81871508586644e-05 2.3222678759525849e-06 -5.6736543823391557e-06 6.3050819778885184e-05 -0.00029180989108085745 1.5526351923966786e-06 2.5348432246522346e-05 -8.973354509825671e-05 -0.00011289992041977586 0.00025315951130498612 -1.4502398632183181e-05 9.4741545635835039e-07 -4.1340248774543114e-07 7.87298893104284e-06 0.00092220511829013013 4.0271365553452325e-06 -2.6318236849507452e-05
leaf_weight=103 214 240 42 102 95 113 26 88 35 51 45 78 62 111 181 202 64 33 40 30 40 34 26 41 82 45 617 48 31 43
leaf_count=103 214 240 42 102 95 113 26 88 35 51 45 78 62 111 181 202 64 33 40 30 40 34 26 41 82 45 617 48 31 43
internal_value=0.000272697 0.000825012 0.000534992 -0.0011415 -0.00173008 -0.00126274 -0.00325714 0.000438819 -0.00110448 0.000208407 -0.00108978 0.000511256 -0.000718563 -0.000281818 0.00119955 -0.000878307 -5.77616e-05 -0.00306918 0.000124611 -0.00224138 -0.00056338 -0.00429885 -0.00345714 -0.000767123 -0.00146746 -0.00040625 0.00149186 0.000777143 -0.000136752 -0.00116279
internal_weight=2962 2132 1918 830 604 509 199 226 123 1678 312 1366 490 439 876 377 266 148 310 115 70 173 139 208 168 127 798 164 116 85
internal_count=2962 2132 1918 830 604 509 199 226 123 1678 312 1366 490 439 876 377 266 148 310 115 70 173 139 208 168 127 798 164 116 85
cat_boundaries=0 18 35 65 88 105 107 109 110 112 113 114 117
cat_threshold=1 16 1610612736 2052 524288 134225984 0 541196288 65536 8224 8192 384 0 0 0 32 1073741824 256 268566530 1 8192 524288 2 0 0 8192 0 0 32 0 67108864 0 67108864 0 128 0 4 0 0 0 0 0 2147483648 0 0 0 2052 8192 1048576 0 0 0 0 0 10240 128 0 4194304 0 0 0 0 0 0 8192 0 8 0 0 0 0 0 0 0 0 0 131072 2048 0 0 4096 0 0 0 0 384 0 4194304 0 0 1610612736 0 0 134217728 0 131072 65536 0 0 0 0 0 0 0 1073741824 1099776 32 67133472 2 67108864 256 28692 92 156674 32800 2147484160 524288
is_linear=0
shrinkage=0.04


Tree=163
num_leaves=31
num_cat=14
split_feature=7 8 0 8 7 11 10 14 0 6 3 5 3 0 1 13 0 9 9 3 7 0 6 3 0 1 0 8 0 1
split_gain=1.59746 0.907728 1.29224 0.550533 0.54603 0.754104 0.455131 0.503106 0.51336 0.504663 0.451108 0.325152 0.322467 0.721237 0.310848 0.301777 0.239116 0.234493 0.207771 0.205805 0.291114 0.272052 0.212499 0.418966 0.129469 0.125471 0.0959724 0.175929 0.139985 0.0902686
threshold=0 1 52.740000000000002 2 3 4 5 6 44.07500000000001 7 1996.5000000000002 9.0000000000000018 2013.5000000000002 38.57500000000001 5.5000000000000009 8 35.600000000000009 9 10 2001.5000000000002 11 15.500000000000002 12 2002.5000000000002 18.500000000000004 5.5000000000000009 30.500000000000004 13 42.250000000000007 5.5000000000000009
decision_type=9 9 10 9 9 9 9 9 10 9 10 8 10 10 8 9 10 9 9 8 9 10 9 10 10 8 10 9 10 10
left_child=-1 26 3 15 5 -5 7 9 25 11 14 -6 17 -14 24 -3 -8 -11 19 -19 21 -21 -22 -24 -7 -9 -2 -28 -29 -23
right_child=1 2 -4 4 6 10 16 8 -10 12 -12 -13 13 -15 -16 -17 -18 18 -20 20 22 29 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00010641867068932479 3.9221700699753018e-06 -2.2923394743241177e-07 -6.4241393926797659e-05 2.0261313698227995e-07 -3.3384887042070703e-06 -2.3418712984074155e-06 -1.2476079613536647e-05 -3.7820590638700987e-05 -0.0011891345683630859 -3.4138216431412577e-06 -5.1544967269016192e-05 0.00013419096902874891 -0.0001909711007038542 2.4171454161263491e-05 0.00010053537267750626 -2.3083186270826552e-05 0.0010052891468262898 0.00026430449128545018 1.2035145258276579e-05 -1.0441041882965389e-08 2.2430804682581107e-07 3.7816333523200702e-06 -0.00011823551840247922 0.00050586130965752805 -8.2898514899911494e-06 1.4917260700721125e-05 0.0033200453817157313 2.0517399608362581e-07 9.3502393475515896e-05 1.3540684804848841e-06
leaf_weight=343 38 100 32 246 35 30 25 51 52 125 27 253 32 64 32 118 101 54 138 142 145 41 101 34 171 114 103 109 36 64
leaf_count=343 38 100 32 246 35 30 25 51 52 125 27 253 32 64 32 118 101 54 138 142 145 41 101 34 171 114 103 109 36 64
internal_value=0.000224552 -0.000117378 -0.000381523 -0.000270035 -6.32182e-05 -0.00119149 0.000305942 9.6154e-05 -0.00163158 0.000413237 -0.00265683 0.00184615 -4.20608e-05 -0.0022268 -0.00217094 -0.002131 0.00251095 0.000208284 0.000487671 0.000141892 -9.84847e-05 0.000883721 -0.000962199 -0.00205479 -0.00275248 -0.000602409 0.00196633 0.00173494 0.000641026 0.00245283
internal_weight=2956 2613 2327 2295 2077 506 1571 1445 217 1228 260 288 940 96 233 218 126 844 719 581 527 247 280 135 201 165 286 248 145 105
internal_count=2956 2613 2327 2295 2077 506 1571 1445 217 1228 260 288 940 96 233 218 126 844 719 581 527 247 280 135 201 165 286 248 145 105
cat_boundaries=0 17 43 73 91 93 94 95 96 97 99 101 118 119 145
cat_threshold=268435459 49 1048576 2359296 32 0 0 8192 0 0 32 0 8388624 268435456 67108864 0 4096 16 0 0 0 0 0 262144 0 0 0 0 2052 0 0 0 0 0 0 0 2048 0 524288 4194304 0 0 268435456 0 0 4 0 0 0 0 0 1 0 0 0 8256 0 0 0 0 0 33558528 0 2147483648 0 0 0 0 49152 0 0 128 4096 0 0 536870912 524288 0 134217730 131072 805306368 33619968 0 8192 256 0 0 0 0 0 128 32800 2147483648 272 8336 130 12 0 4256 0 2068 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 16 72 16 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 524288 0 0 0 268435456
is_linear=0
shrinkage=0.04


Tree=164
num_leaves=31
num_cat=12
split_feature=8 8 12 4 7 2 8 9 12 0 0 2 2 2 2 15 2 8 12 0 2 2 2 2 2 2 18 17 4 0
split_gain=2.13176 0.810861 0.77786 0.7494 0.646613 0.903066 0.537808 0.36666 0.609104 1.1601 0.506856 0.611849 0.374904 0.409969 0.316495 0.304044 0.489 0.274054 0.263644 0.257602 0.254656 0.515483 0.220039 0.200876 0.187731 0.242596 0.460474 0.172163 0.313463 0.234208
threshold=0 1 2 2350.0000000000005 3 27.500000000000004 4 5 6 42.250000000000007 16.750000000000004 48.500000000000007 51.500000000000007 898.00000000000011 69.500000000000014 7 6.5000000000000009 8 9 47.250000000000007 10.500000000000002 4.5000000000000009 32.500000000000007 39.500000000000007 99.000000000000014 80.500000000000014 10 11 6050.0000000000009 38.57500000000001
decision_type=9 9 9 8 9 8 9 9 9 10 10 8 8 10 10 9 10 9 9 10 10 8 10 10 10 8 9 9 10 10
left_child=3 -2 6 -1 -4 17 -3 8 9 10 11 -7 23 24 22 16 -8 -6 -19 -17 21 -5 -9 -12 25 -14 -27 28 29 -20
right_child=1 2 4 20 5 7 15 14 -10 -11 12 -13 13 -15 -16 19 -18 18 27 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0001296169612980646 1.8765831623679077e-05 -2.0973239049288827e-06 9.9573144048238524e-05 -2.2081852682711589e-05 4.4950370239149611e-06 -1.1784490055359284e-07 -5.470329905674378e-05 2.8352003333054985e-05 7.2466622758977995e-07 -0.0012849932187764552 -1.915532245511032e-06 -9.3420285212548831e-07 1.0529695747916912e-05 -2.5225409753383716e-05 6.3248411020856661e-05 4.7513005182810673e-05 -6.7797040213687333e-07 -1.1756108899858363e-06 1.5058855129290741e-05 -8.9893611434362994e-05 -2.1587828954484084e-05 2.9769961158685718e-05 -1.3168946791171551e-05 -3.343598201407465e-06 2.4851855871001081e-05 0.00080146844202565041 -1.7989000045430687e-05 6.08022635607942e-05 9.1488566566474917e-05 -2.5144468618828084e-05
leaf_weight=25 229 176 220 38 225 44 45 53 334 33 34 42 41 25 68 173 191 106 27 32 110 42 54 30 40 28 27 341 28 90
leaf_count=25 229 176 220 38 225 44 45 53 334 33 34 42 41 25 68 173 191 106 27 32 110 42 54 30 40 28 27 341 28 90
internal_value=0.000285908 0.000591191 0.000376489 -0.00345133 0.000778538 0.000499703 -0.000847134 -0.000407494 -0.000824383 -0.0019831 -0.00126923 -0.00386207 -0.000265487 0.000765432 0.0011828 -7.96459e-05 -0.00103644 0.00145232 0.000941957 0.00101852 -0.00272251 -0.000987654 -0.000111111 -0.00283077 0.00163504 0.000659794 -0.00107143 0.00133602 0.000128205 -0.000779661
internal_weight=2951 2736 2507 215 1890 1670 617 853 678 344 311 86 225 161 175 441 236 817 592 205 190 80 107 64 136 96 55 486 145 117
internal_count=2951 2736 2507 215 1890 1670 617 853 678 344 311 86 225 161 175 441 236 817 592 205 190 80 107 64 136 96 55 486 145 117
cat_boundaries=0 30 60 62 79 102 104 106 107 130 131 132 133
cat_threshold=16 0 0 0 3221225472 1 0 0 0 0 0 33554688 8256 0 0 0 0 0 0 0 2147483648 0 0 0 0 16384 0 0 524288 4096 0 0 0 0 65536 0 0 0 0 0 0 133124 0 0 0 0 0 0 0 8192 0 0 4194304 8 0 0 0 0 0 8192 67274784 2 2 32 0 512 34 0 0 268443648 33554432 32 0 0 0 268435456 0 0 1073741840 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 0 14340 1065986 32 201326592 0 8 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 16777216 16801792 4 8
is_linear=0
shrinkage=0.04


Tree=165
num_leaves=31
num_cat=8
split_feature=8 3 12 2 2 2 2 2 9 8 2 0 9 12 2 2 2 2 0 3 2 0 6 5 2 2 0 16 0 2
split_gain=2.00164 0.636918 0.606924 0.648829 0.9356 0.947774 0.509962 0.450214 0.450139 0.41945 0.389506 0.389265 0.45277 0.575856 0.44827 0.392643 0.37816 0.355195 0.351811 0.440049 0.349447 0.679611 0.344658 0.586047 0.307368 0.477839 0.278766 0.262038 0.233319 0.227941
threshold=0 1995.5000000000002 1 39.500000000000007 84.500000000000014 60.500000000000007 49.500000000000007 10.500000000000002 2 3 16.500000000000004 40.675000000000004 4 5 4.5000000000000009 4.5000000000000009 2.5000000000000004 24.500000000000004 38.57500000000001 1958.5000000000002 39.500000000000007 15.500000000000002 6 9.0000000000000018 35.500000000000007 17.500000000000004 32.500000000000007 7 47.250000000000007 59.500000000000007
decision_type=9 10 9 8 10 10 8 10 9 9 10 10 9 9 8 10 8 10 10 10 10 10 9 8 8 10 10 1 10 8
left_child=1 2 3 26 5 6 -5 -3 -2 -10 16 12 13 15 -13 -11 -4 22 -19 -20 -12 -22 23 -14 25 -16 -1 -9 -26 -15
right_child=8 7 10 4 -6 -7 -8 27 9 11 20 14 17 29 24 -17 -18 18 19 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=4.4915968851566515e-07 0.00021877204355453696 7.6066231390144716e-05 2.8037419840723072e-06 -2.7455500323250836e-06 6.2172405089798794e-06 -8.7283886149858216e-06 -8.00531582347458e-07 -8.7170814649233279e-05 1.6231375333469756e-05 -7.0541580332936072e-05 1.9996315957701239e-06 0.00045977978805231286 -3.7747761266879331e-05 4.4744449798374617e-05 -8.3668787182775763e-05 1.6188933679715015e-06 -7.8656694313664854e-06 -5.9003743462169443e-05 -8.8355953373439497e-06 0.0023971814232943327 -5.9309260831905069e-07 4.0684770997483758e-06 5.554566065051697e-05 1.0280278855674396e-05 -0.00029357977683092893 -0.0010198092452399013 -1.1272161291836879e-05 -1.1441503993734922e-05 4.003576848087642e-05 0.00064344531886217525
leaf_weight=139 279 26 55 34 44 30 71 64 269 33 135 35 34 308 43 185 202 45 94 26 98 106 102 69 50 25 103 38 37 149
leaf_count=139 279 26 55 34 44 30 71 64 269 33 135 35 34 308 43 185 202 45 94 26 98 106 102 69 50 25 103 38 37 149
internal_value=0.000174804 -0.00112457 -0.000797642 -0.00193518 -0.0038 -0.00544118 -0.00358491 -0.00378295 0.00101003 0.000723432 3.95389e-05 0.000401284 0.000707457 0.00131195 -0.00125654 -0.000384279 -0.00113178 -0.000419947 -0.00180723 -0.000661157 0.000929412 -0.000117073 0.000679612 -0.000947368 -0.00217949 -0.00417391 -0.000625514 -0.00497087 -0.000590909 0.00211111
internal_weight=2928 1145 1017 421 179 135 105 128 1783 1504 596 1235 1045 675 190 218 257 370 165 120 339 204 205 103 155 68 242 102 87 457
internal_count=2928 1145 1017 421 179 135 105 128 1783 1504 596 1235 1045 675 190 218 257 370 165 120 339 204 205 103 155 68 242 102 87 457
cat_boundaries=0 30 32 34 60 62 64 65 66
cat_threshold=1073741840 2048 0 0 2147483648 1 262144 0 0 32768 0 0 10240 0 0 4096 0 0 33554432 0 2147484032 0 16777216 8 0 0 64 0 524288 4096 49472 34 1073872896 16416 0 0 0 134217728 65536 0 0 0 0 0 0 4 0 512 0 0 0 0 0 8192 0 0 4194304 0 0 268435456 0 2192 67192928 2 142 2
is_linear=0
shrinkage=0.04


Tree=166
num_leaves=31
num_cat=8
split_feature=7 8 12 8 3 12 2 5 2 2 12 2 1 8 0 0 4 12 2 2 0 2 2 5 2 2 0 0 3 0
split_gain=1.76611 0.996268 0.599495 0.721967 0.592189 0.555079 0.513148 0.536492 0.378939 0.618691 0.35365 0.826212 0.35811 0.346976 0.434406 0.363102 0.340575 0.480964 0.751456 0.712396 0.531698 0.344762 0.388636 0.39696 0.312699 0.309724 0.371872 0.404472 0.30692 0.289352
threshold=0 1 2 3 1998.5000000000002 4 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 88.500000000000014 5 10.500000000000002 5.5000000000000009 6 12.250000000000002 35.850000000000009 5965.0000000000009 7 49.500000000000007 6.5000000000000009 39.07500000000001 4.5000000000000009 80.500000000000014 1.5000000000000002 52.500000000000007 35.500000000000007 35.600000000000009 42.250000000000007 2012.5000000000002 15.500000000000002
decision_type=9 9 9 9 8 9 10 10 8 10 9 10 8 9 8 10 10 9 10 8 10 10 10 8 10 10 10 10 8 10
left_child=4 5 3 -3 -1 6 -2 -8 -7 -10 11 12 -6 15 -15 -4 17 21 19 -19 -20 -5 23 -23 25 26 29 -28 -21 -25
right_child=1 2 13 16 10 8 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 20 28 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-8.8446390199709634e-05 0.0031004612566377888 6.5857225640227467e-06 1.209197561027863e-07 6.4509740027177716e-06 -4.6657099393399704e-05 -8.9814079090449909e-06 -2.0458000532230306e-05 2.6863839533040963e-05 -0.00017597327496414672 -2.2319717675403746e-06 2.7129167369387837e-05 5.5718060605850458e-06 0.0015796333136741014 -8.1356198779830462e-07 1.9341364116275208e-06 -3.9269140786774697e-06 -0.00028753586544456844 -4.7555560721512287e-05 -8.3608263767880858e-06 0.00012990138292567622 -3.7185561464759258e-05 -1.8433807151715661e-05 1.3137055647252416e-05 -8.3640538943340011e-06 -3.8835672000917657e-05 1.6171461993094545e-06 6.6146568731347503e-06 -0.00029287225492892293 -3.2076020326016042e-07 -0.00014456687525476035
leaf_weight=41 29 129 45 96 44 59 121 51 56 29 427 152 26 75 651 65 47 62 31 27 26 34 77 37 45 64 201 27 144 25
leaf_count=41 29 129 45 96 44 59 121 51 56 29 427 152 26 75 651 65 47 62 31 27 26 34 77 37 45 64 201 27 144 25
internal_value=7.2011e-05 -0.000471731 -0.00010839 -0.000731302 0.00182596 -0.00241573 -0.000924528 -0.00180347 -0.00428387 -0.00627907 0.00214769 0.00072103 -0.0028169 0.000689492 0.0010095 -0.00132231 -0.0011195 -0.000954292 -0.00225914 -0.00131624 -0.00641379 -0.000285251 -0.000704501 -0.00117051 -0.00081 -0.000405634 -0.000962199 -0.000209607 2.3256e-05 -0.00368254
internal_weight=2943 2253 1908 1072 690 345 201 172 144 85 649 222 70 836 726 110 943 896 290 233 57 606 510 433 399 354 290 228 171 62
internal_count=2943 2253 1908 1072 690 345 201 172 144 85 649 222 70 836 726 110 943 896 290 233 57 606 510 433 399 354 290 228 171 62
cat_boundaries=0 17 47 49 70 72 73 94 95
cat_threshold=268435457 33 605036544 524292 34 134217728 33554432 268443648 2048 16 32800 0 16 268435456 0 0 1073745936 1073741840 12 0 0 2147483648 1 0 0 1 0 0 0 8192 0 0 4096 0 0 4096 0 2147483648 0 0 8 0 16384 0 0 0 4096 1149986 2 0 0 0 0 0 0 0 0 0 0 0 2052 0 512 0 0 0 0 0 0 128 1146914 32 67259744 0 0 0 0 0 0 262144 0 0 0 0 0 2048 512 0 0 0 0 0 0 128 67618
is_linear=0
shrinkage=0.04


Tree=167
num_leaves=31
num_cat=14
split_feature=8 9 8 8 1 2 8 12 7 12 0 0 1 6 6 2 2 9 0 2 2 2 7 5 12 0 0 12 2 2
split_gain=1.46804 0.989547 1.26163 1.00265 0.867983 0.780566 0.709485 0.586087 0.586026 0.545806 0.472748 0.419807 0.400499 0.335795 0.329263 0.488325 0.453408 0.305758 0.271438 0.2589 0.262317 0.255578 0.246586 0.258705 0.390447 0.241331 0.339843 0.321291 0.249746 0.328633
threshold=0 1 2 3 5.5000000000000009 56.500000000000007 4 5 6 7 18.500000000000004 15.500000000000002 5.5000000000000009 8 9 47.500000000000007 5.5000000000000009 10 31.500000000000004 37.500000000000007 65.500000000000014 15.500000000000002 11 4.5000000000000009 12 30.500000000000004 18.500000000000004 13 19.500000000000004 71.500000000000014
decision_type=9 9 9 9 8 10 9 9 9 9 10 10 10 9 9 8 10 9 10 10 10 10 9 8 9 10 10 9 8 8
left_child=1 3 -3 -1 5 10 -2 -5 12 14 -4 19 -8 18 15 16 -10 -11 -13 21 -21 -9 -16 -24 -25 26 -19 -27 -29 -30
right_child=6 2 4 7 -6 -7 8 11 9 17 -12 13 -14 -15 22 -17 -18 25 -20 20 -22 -23 23 24 -26 27 -28 28 29 -31
leaf_value=-5.5032903537633219e-05 1.7197688977427686e-05 4.5037778572690698e-06 1.1366499913104971e-07 1.4269572879754834e-06 -1.7302310916821326e-05 -1.6282735270858424e-05 0.0006052516768310463 -1.0038955691876852e-05 4.0628523552453234e-05 1.8414431824206489e-05 -0.00021359032938670963 -7.3731018056490808e-05 -0.00028520380833507887 1.8289209947549112e-06 -1.5746243400159538e-06 0.00019220625760245144 -0.00019413550986667545 3.9009069993360238e-07 7.7994972549623341e-07 -2.3356706347059883e-06 -3.4725782947051988e-07 9.6903614597557199e-07 -2.3405129971165571e-06 2.5789752488530911e-05 -5.9722837733522622e-06 0.0003779025295417092 -0.0001410520874324191 0.00028119501288887333 -6.3625748114380233e-05 4.1665136256595472e-05
leaf_weight=128 210 117 25 375 48 27 201 31 25 108 67 33 25 112 108 60 76 47 87 48 37 52 74 303 169 113 26 99 61 55
leaf_count=128 210 117 25 375 48 27 201 31 25 108 67 33 25 112 108 60 76 47 87 48 37 52 74 303 169 113 26 99 61 55
internal_value=3.66352e-05 -0.00104507 -0.00306441 -0.000380744 -0.00523595 -0.00736667 0.000767928 0.000178117 0.000461243 0.000131835 -0.00550538 -0.000875912 0.00229536 0.000206009 -0.000508474 -0.00206977 -0.00388235 0.00114615 -0.00122137 -0.0024142 -0.00395349 -0.000809524 -9.62405e-05 0.000258528 0.00060888 0.000592233 -0.00145946 0.00106991 8.84957e-05 -0.00116239
internal_weight=2947 1187 284 903 167 119 1760 775 1550 1324 92 400 226 232 815 161 101 509 120 168 85 83 654 546 472 401 73 328 215 116
internal_count=2947 1187 284 903 167 119 1760 775 1550 1324 92 400 226 232 815 161 101 509 120 168 85 83 654 546 472 401 73 328 215 116
cat_boundaries=0 30 32 48 67 97 98 115 116 117 118 120 137 138 140
cat_threshold=268435472 2060 0 0 8192 1 262144 2147483648 0 0 0 33554432 10304 0 0 4096 0 0 33558528 0 0 0 16777216 0 0 49152 64 0 524288 4096 1 6288 0 0 0 0 0 0 262144 0 0 0 0 0 10240 0 0 4096 16 0 0 0 0 0 0 0 0 0 0 33554432 10240 0 0 4096 0 0 33554432 0 0 0 0 2147549184 0 524288 0 0 0 0 4 0 0 0 0 0 0 0 8192 0 0 4194304 0 0 268435456 0 0 0 8192 90434 2 129 68157440 0 2 0 0 0 2048 32 0 0 0 268435456 0 0 16 67166562 256 20 0 12292 0 0 0 4 32 0 131072 0 0 0 0 0 0 0 0 0 4096 49410 16778240 32
is_linear=0
shrinkage=0.04


Tree=168
num_leaves=31
num_cat=11
split_feature=8 12 8 11 0 17 0 12 4 3 11 5 6 3 5 0 6 1 12 0 3 4 0 4 12 0 0 3 0 3
split_gain=2.43775 1.30887 0.916874 0.607268 0.493564 0.443551 0.480782 0.474905 0.498839 0.377827 0.597308 0.529205 0.36124 0.388955 0.335052 0.324866 0.284061 0.471952 0.423514 0.374367 0.807836 0.265457 0.248686 0.245049 0.236589 0.240561 0.229456 0.210479 0.190227 0.178433
threshold=0 1 2 3 8.5000000000000018 4 42.250000000000007 5 520.00000000000011 2019.5000000000002 6 5.5000000000000009 7 2018.5000000000002 3.5000000000000004 36.400000000000006 8 5.5000000000000009 9 39.07500000000001 1997.5000000000002 8.0000000000000018 39.07500000000001 2331015000.0000005 10 38.57500000000001 38.20000000000001 2003.5000000000002 29.500000000000004 2001.5000000000002
decision_type=9 9 9 9 8 9 8 9 10 8 9 8 9 8 8 8 9 8 9 10 10 10 10 8 9 10 10 10 10 10
left_child=1 9 -2 -4 -5 6 23 12 16 -1 11 -11 21 -14 -3 -12 17 18 22 28 -21 29 -9 -6 -16 -26 -25 -18 -20 -7
right_child=2 14 3 4 5 7 -8 8 -10 10 15 -13 13 -15 24 -17 27 -19 19 20 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-5.9177542403018563e-05 1.6462718021810675e-05 -2.7434431339824059e-05 2.9405716051908892e-05 -2.0400379571304503e-05 -0.00016673302807157964 -1.0716595745359092e-06 5.0256200061862762e-05 -1.0604050479971823e-06 7.5216634881600179e-05 -9.5476673706032925e-06 -9.9741695417835001e-06 -1.7239921080292189e-05 0.0010441337098980414 -8.2669475631910828e-05 -1.1152213117051294e-06 2.0158261751276635e-06 3.9646731063622616e-05 3.2427256522069087e-06 4.8008094775943734e-07 -0.00013567089961310282 0.0019440289713682363 -7.6950315640433157e-05 0.00041296858133156936 2.651756140797316e-07 1.6759399823613514e-05 4.0126624256999187e-06 -6.4454415108240916e-05 6.3775584120932957e-06 0.0018387721136941023 -0.00010926269626697966
leaf_weight=35 478 35 262 31 26 122 29 85 71 28 59 75 39 91 108 52 305 179 190 99 64 28 39 41 42 85 50 129 33 28
leaf_count=35 478 35 262 31 26 122 29 85 71 28 59 75 39 91 108 52 305 179 190 99 64 28 39 41 42 85 50 129 33 28
internal_value=0.000187819 -0.0022717 0.000722634 0.000329918 4.49706e-05 0.000140691 -0.00188535 0.000348976 0.000710374 -0.00432308 -0.00383256 -0.00585965 -0.00102821 0.000567376 -0.000284697 -0.00127869 0.000508897 -5.71414e-06 -0.000626223 6.04535e-05 -0.00139024 -0.00215873 -0.00254815 -0.00315254 0.000254237 0.00136232 -0.00213043 0.00129438 0.001125 -0.0015894
internal_weight=2938 519 2419 1941 1679 1648 146 1502 1194 249 214 103 308 130 270 111 1123 689 510 386 163 178 124 117 235 127 91 434 223 150
internal_count=2938 519 2419 1941 1679 1648 146 1502 1194 249 214 103 308 130 270 111 1123 689 510 386 163 178 124 117 235 127 91 434 223 150
cat_boundaries=0 29 31 61 64 65 67 68 69 70 72 73
cat_threshold=268435456 2048 4 0 0 1 0 0 1 0 0 0 10240 0 0 0 0 0 33558528 2 2147484032 0 0 8 0 49152 0 0 524416 67297282 32 0 0 0 0 2147549184 0 262144 0 0 0 0 133124 0 512 0 0 0 0 0 10240 0 0 4194304 0 0 0 4 0 0 8192 49152 2147483680 524288 34 16810016 2 32772 408 14 67240000 32 67840
is_linear=0
shrinkage=0.04


Tree=169
num_leaves=31
num_cat=11
split_feature=7 7 6 12 17 2 11 0 2 3 3 11 0 2 7 2 2 2 9 0 2 3 3 12 2 0 0 0 0 6
split_gain=1.52127 1.10279 0.701067 0.576977 1.15638 0.747319 0.459109 0.412388 0.956849 0.606334 0.387619 0.387227 0.549594 0.490656 0.425339 0.338313 1.07095 0.480491 0.290865 0.281562 0.278462 0.266925 0.350334 0.264627 0.260626 0.593005 0.231633 0.215859 0.426848 0.184511
threshold=0 1 2 3 4 80.500000000000014 5 36.400000000000006 18.500000000000004 1992.5000000000002 2021.5000000000002 6 24.500000000000004 11.500000000000002 7 15.500000000000002 9.5000000000000018 42.500000000000007 8 18.500000000000004 38.500000000000007 2004.5000000000002 2010.5000000000002 9 52.500000000000007 15.500000000000002 30.500000000000004 40.250000000000007 39.07500000000001 10
decision_type=9 9 9 9 9 8 9 10 8 10 8 9 10 10 9 10 10 10 9 10 8 8 8 9 8 10 10 10 10 9
left_child=-1 2 7 4 5 27 15 -2 -9 -10 -4 12 -5 -14 23 16 -6 -17 -16 -19 -12 -20 -23 26 -25 -26 -13 28 -3 -24
right_child=1 3 10 11 6 -7 -8 8 9 -11 20 14 13 -15 18 17 -18 19 21 -21 -22 22 29 24 25 -27 -28 -29 -30 -31
leaf_value=6.098041156062363e-05 -8.7893188027547979e-05 -6.5300752901407399e-05 4.2504836614014609e-05 -5.2751478215825971e-06 3.5198751586558789e-07 -0.0001403559254597116 1.0694482102078773e-05 -7.407891472280193e-05 6.692498003451308e-06 -0.00032999069059727175 8.3089576566002407e-06 -7.2819694154836785e-07 -1.8612318746867483e-05 1.4540599994250013e-05 2.1400082221761045e-05 3.5980182288160448e-06 -1.9647536034408833e-05 -3.4930837208699002e-06 -6.8786430406269305e-06 4.6843177847773191e-06 -9.8701169866335139e-06 1.5339307528412807e-05 2.9769392101343934e-07 3.698683963740271e-06 -1.2793144472713247e-06 3.755205329141243e-06 0.00048581434966088786 -7.6243232648313993e-05 3.9196842898671991e-05 -1.8605267950990195e-05
leaf_weight=437 47 25 27 25 76 35 148 25 36 25 45 64 40 68 261 88 30 43 59 43 33 35 483 182 30 86 44 29 42 318
leaf_count=437 47 25 27 25 76 35 148 25 36 25 45 64 40 68 261 88 30 43 59 43 33 35 483 182 30 86 44 29 42 318
internal_value=0.000148806 -0.000236516 -0.00276305 4.23843e-05 -0.00105965 -0.00419718 -1.82231e-05 -0.00463889 -0.00662069 -0.00380645 -0.000172414 0.000410317 -0.00158333 -0.000440367 0.000589956 -0.000962199 -0.00276635 9.14287e-05 0.000191945 -0.00202299 -0.00162025 -0.000154525 2.8674e-05 0.00168825 0.00230421 0.000888889 -6.72268e-05 -0.00263918 -0.00135294 -0.000144638
internal_weight=2929 2492 238 2254 559 131 428 133 86 61 105 1695 133 108 1562 280 106 174 1156 86 78 895 836 406 298 116 108 96 67 801
internal_count=2929 2492 238 2254 559 131 428 133 86 61 105 1695 133 108 1562 280 106 174 1156 86 78 895 836 406 298 116 108 96 67 801
cat_boundaries=0 18 36 37 39 40 41 44 61 63 65 66
cat_threshold=268451843 1 537133056 262144 2 134217728 0 268443648 2048 268435456 32 2097152 128 268435456 0 0 4096 512 131072 268435584 0 524800 524288 66 0 0 0 32 0 256 0 0 0 32 0 384 262 2400 2 42 36 16384 2147484672 1 0 0 0 2052 32 0 0 537001984 33554432 0 0 128 0 0 0 0 1073741968 0 16560 83886080 32 344
is_linear=0
shrinkage=0.04


Tree=170
num_leaves=31
num_cat=8
split_feature=8 12 0 8 12 1 2 2 2 2 10 8 0 0 0 2 2 2 2 9 2 2 0 0 12 2 4 2 2 0
split_gain=1.15714 0.909021 0.72881 0.980522 0.713171 0.543953 0.452549 0.615195 0.446869 0.426452 0.350913 0.3325 0.383551 0.420117 0.332318 0.369814 0.333915 0.300717 0.596996 0.293863 0.283592 0.268741 0.2684 0.653241 0.237742 0.325847 0.31309 0.226493 0.58815 0.783953
threshold=0 1 40.250000000000007 2 3 3.5000000000000004 79.500000000000014 29.500000000000004 4.5000000000000009 2.5000000000000004 4 5 42.250000000000007 33.175000000000004 50.425000000000004 11.500000000000002 1025.0000000000002 10.500000000000002 16.500000000000004 6 30.500000000000004 92.500000000000014 45.425000000000004 44.07500000000001 7 22.500000000000004 520.00000000000011 16.500000000000004 46.500000000000007 16.750000000000004
decision_type=9 9 10 9 9 10 10 8 8 10 9 9 10 10 10 8 10 10 10 9 8 8 8 10 9 10 8 10 10 10
left_child=4 2 3 5 -1 -2 7 17 9 -5 -3 12 13 20 15 -13 22 -6 -19 -10 -12 -4 23 24 25 -17 -26 -7 -29 -30
right_child=1 10 21 8 6 27 -8 -9 19 -11 11 14 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=7.0302361792732724e-06 3.3385944652114438e-06 0.00046891420173424917 -6.9873882292678519e-05 0.00016026948859560231 -1.7652304338995855e-05 -7.65757481428603e-06 -3.0926441771150743e-05 4.9438801187575976e-06 -1.9930900680954932e-06 -6.4221756577502749e-05 1.8450203794939742e-06 1.1488634911824007e-05 4.3026910748621278e-05 -1.5933279191680291e-05 -1.7202956084713609e-05 1.4464106064375762e-05 0.00012559330553074159 -2.2145236442816036e-05 -2.7339510710057747e-05 5.0137584485143542e-06 -7.8068659817891525e-06 -0.00012135267052669435 0.00016818449701452927 -0.00088280192756502816 -1.5187040604290819e-05 -1.0339023554000828e-06 2.5024074644276592e-06 1.3738544036951308e-07 -4.9595444180021105e-06 2.921226430746821e-07
leaf_weight=107 32 157 67 28 74 27 29 59 112 33 43 380 38 128 26 100 44 34 32 267 34 38 33 55 28 242 550 42 30 25
leaf_count=107 32 157 67 28 74 27 29 59 112 33 43 380 38 128 26 100 44 34 32 267 34 38 33 55 28 242 550 42 30 25
internal_value=3.31608e-05 0.000325292 -0.000893258 -0.000361809 -0.00213873 -0.00297006 -0.00338075 -0.00282 0.000620843 -0.00251613 0.000787587 0.000609813 -0.000740157 -0.00145631 0.000838666 0.000926727 0.000539411 -0.00425532 -0.00620895 0.00114737 0.000871795 -0.00396226 0.000388504 0.000266394 0.000521173 -0.00031728 0.00100509 -0.004352 -0.00338775 -0.00607143
internal_weight=2894 2559 701 596 335 156 228 199 440 61 1858 1701 243 205 1458 1432 1052 140 66 379 77 105 1008 975 920 342 578 124 97 55
internal_count=2894 2559 701 596 335 156 228 199 440 61 1858 1701 243 205 1458 1432 1052 140 66 379 77 105 1008 975 920 342 578 124 97 55
cat_boundaries=0 30 32 55 56 57 78 80 82
cat_threshold=0 2048 0 0 2147483648 1 0 0 1 32768 0 0 10240 0 0 0 0 0 33558528 0 0 0 0 8 0 49152 64 0 524288 4096 1098784 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 16933216 33 268435456 0 0 0 0 0 262144 0 0 0 0 133120 0 0 0 4096 0 0 0 0 128 0 16436 67109184 32
is_linear=0
shrinkage=0.04


Tree=171
num_leaves=31
num_cat=13
split_feature=8 7 7 11 8 6 0 0 0 13 3 3 7 5 0 5 3 0 15 3 3 0 18 4 8 0 4 18 3 7
split_gain=1.31731 1.01581 0.806425 0.699744 0.731212 0.445652 0.438807 0.396776 0.817517 0.495565 0.469352 0.355197 0.453876 1.23577 0.40205 0.313755 0.545559 0.296443 0.246716 0.289567 0.226972 0.222615 0.249952 0.345416 0.211646 0.280219 0.194846 0.170755 0.165178 0.160769
threshold=0 1 2 3 4 5 35.250000000000007 40.250000000000007 44.07500000000001 6 2021.5000000000002 2004.5000000000002 7 10.500000000000002 40.250000000000007 3.5000000000000004 1992.5000000000002 39.07500000000001 8 2003.5000000000002 2005.5000000000002 16.750000000000004 9 55828770000.000008 10 35.250000000000007 141.00000000000003 11 1989.5000000000002 12
decision_type=9 9 9 9 9 9 8 10 10 9 8 8 9 8 8 8 10 10 9 10 10 10 9 8 9 10 10 9 10 9
left_child=-1 11 -3 -4 15 18 -7 9 -9 10 20 -2 21 -14 17 -5 -17 -15 29 24 -8 -13 23 -23 25 -20 -11 -10 -26 -6
right_child=1 2 3 4 5 6 7 8 27 26 -12 12 13 14 -16 16 -18 -19 19 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00054772059700675514 0.00018819879264003636 0.00020029554456397586 1.7073431822226266e-05 -6.3676596312775869e-05 3.1841764996619106e-07 -0.0001863496741032666 -3.2876156938799814e-05 -7.3221247858315099e-05 0.00018360851669413022 0.00017713790346033802 -5.2829955098893479e-05 -3.2782805746844836e-06 6.1548070054288543e-05 -0.00026252136751785219 -0.00014759359911928121 3.4635276371415671e-05 -8.5447275261584681e-05 -1.9853223003876803e-05 3.0063864850791631e-07 1.3012926481843791e-05 0.00093047087114335317 0.00019907614933300979 2.8573083784334825e-06 -0.00010869439002448189 3.7405645141753292e-07 -1.1077019534253773e-05 0.00039601442050003072 -8.583438446115839e-05 -5.0974914266695473e-06 8.1660168797920192e-06
leaf_weight=220 49 103 219 33 111 47 34 44 27 205 128 61 40 34 27 34 33 48 49 110 66 64 115 54 627 72 40 68 38 150
leaf_count=220 49 103 219 33 111 47 34 44 27 205 128 61 40 34 27 34 33 48 49 110 66 64 115 54 627 72 40 68 38 150
internal_value=0.000216876 -2.91863e-05 0.000334371 0.000158434 -9.13335e-05 0.000100712 -0.000722388 -0.000443719 -0.00231429 0.000109705 -0.00120502 -0.00165408 -0.00204504 -0.003775 -0.00621818 -0.00324324 -0.00194118 -0.00472289 0.000571918 0.000246968 0.000792079 -0.000996721 -0.000461538 -0.0017479 -2.03302e-05 -0.00148485 0.00132813 -0.000208333 0.000266272 0.00163235
internal_weight=2950 2730 2238 2135 1916 1816 659 612 139 473 228 492 443 149 109 100 67 82 1157 896 100 294 233 118 786 121 245 95 665 261
internal_count=2950 2730 2238 2135 1916 1816 659 612 139 473 228 492 443 149 109 100 67 82 1157 896 100 294 233 118 786 121 245 95 665 261
cat_boundaries=0 30 48 59 62 91 92 93 111 112 113 134 135 143
cat_threshold=0 0 0 134217728 65536 0 0 0 0 0 0 131076 0 1048576 0 0 0 0 33554432 8192 0 0 0 0 0 268435456 0 0 0 12288 2 128 8192 524288 34 66 0 272629760 65536 32 8192 128 0 0 67108864 32 0 384 268435456 1 0 512 0 134217728 0 8192 0 134217728 32 32768 2147484160 524288 16 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 0 16384 0 0 524288 266 10 0 0 0 524288 34 0 0 268435456 65536 0 8192 128 0 0 0 0 0 128 2157969408 4 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 4096 0 2147483776 4 131072 0 0 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=172
num_leaves=31
num_cat=13
split_feature=8 7 12 0 8 7 15 2 0 2 2 12 8 11 8 9 2 2 0 2 2 2 2 7 2 12 2 2 2 2
split_gain=2.12444 1.72885 2.19257 1.31631 1.27615 0.991207 0.647295 0.524636 1.01586 0.511126 0.499719 0.433818 1.06485 0.779333 0.596044 0.547267 0.665173 0.480674 0.455123 0.406687 0.278895 0.374567 0.692186 0.275612 0.309312 0.264824 0.258008 0.256924 0.255299 0.335824
threshold=0 1 2 40.250000000000007 3 4 5 6.5000000000000009 38.57500000000001 19.500000000000004 48.500000000000007 6 7 8 9 10 11.500000000000002 22.500000000000004 15.500000000000002 26.500000000000004 95.500000000000014 31.500000000000004 39.500000000000007 11 89.500000000000014 12 5.5000000000000009 9.5000000000000018 16.500000000000004 9.5000000000000018
decision_type=9 9 9 10 9 9 9 10 10 8 8 9 9 9 9 9 8 10 10 8 10 8 10 9 10 9 10 10 10 10
left_child=-1 2 7 -4 -3 26 9 -2 -9 -7 -11 12 17 23 27 -16 -17 -8 -19 28 21 -18 -23 24 -13 -25 -6 -15 29 -14
right_child=1 4 3 -5 5 6 11 8 -10 10 -12 13 19 14 15 16 20 18 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-5.1800612094149338e-05 -5.921570497959935e-05 6.2712887602118356e-05 1.2284535825035981e-06 -8.4161164718337395e-05 5.5218633590117667e-05 1.3262238612221883e-05 -2.7113860246862023e-06 -1.8219343352300499e-05 -2.5056012526047672e-06 -0.00047302256026225204 -0.00022195991362661737 1.4130189418531725e-06 -4.1460069584783037e-05 -7.7040408860371108e-06 6.2020554905502313e-06 9.9887283365397432e-05 -5.5670661339372474e-05 -1.4534685732469607e-06 -1.3434323037144992e-05 6.9681944780632701e-06 8.4191168896846874e-05 -0.00054212498176641919 -5.3919622715573811e-05 7.2953029026400105e-07 -3.5671987195151231e-06 4.9884152554129569e-06 0.00023090305034702499 -1.7950489890156703e-05 -9.745237854978981e-06 6.4445551699730304e-05
leaf_weight=221 26 235 205 35 53 36 34 42 39 26 43 127 45 30 570 123 86 42 30 100 27 27 44 134 26 174 196 76 35 38
leaf_count=221 26 235 205 35 53 36 34 42 39 26 43 127 45 30 570 123 86 42 30 100 27 27 44 134 26 174 196 76 35 38
internal_value=-0.000102529 0.000212155 -0.00237989 -0.000159362 0.000603041 0.000285045 -3.60933e-05 -0.00688136 -0.00580488 -0.00293103 -0.0052 0.000152895 -0.00114627 0.000450859 -0.000189135 0.000166667 -0.00116981 -0.00423932 -0.00646575 0.000489083 -0.00272432 -0.00336709 -0.0055 0.00178814 0.000317073 0.00248276 0.0026 -0.00287179 -0.00107563 0.000142857
internal_weight=2925 2704 347 240 2357 2122 1873 107 81 105 69 1768 324 1444 983 877 307 106 72 218 184 157 71 461 153 308 249 106 118 83
internal_count=2925 2704 347 240 2357 2122 1873 107 81 105 69 1768 324 1444 983 877 307 106 72 218 184 157 71 461 153 308 249 106 118 83
cat_boundaries=0 30 48 49 79 96 97 99 122 125 146 148 155 156
cat_threshold=16 1048576 0 0 2147483648 0 0 0 0 32768 0 33554432 0 0 0 0 0 0 33554432 0 0 0 0 8 0 49152 64 0 524416 4096 131072 0 1610620928 526336 0 134217792 0 268435456 65536 134217728 8192 0 0 0 67108864 32 1073741824 128 183296 0 0 0 0 0 0 0 2147483648 0 0 0 2052 10240 1048576 268435456 0 0 0 0 8192 0 0 0 0 0 0 4 0 0 8192 268435458 1 0 8704 32 2 0 8192 2048 0 32 0 0 0 0 0 16 135790592 133120 34 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 16416 2148532224 524288 0 4 0 0 0 1 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 256 1073741824 6176 0 0 67108864 4 0 0 131072 67207488
is_linear=0
shrinkage=0.04


Tree=173
num_leaves=31
num_cat=13
split_feature=8 7 12 7 8 9 0 15 14 12 2 2 2 2 0 2 12 0 12 2 17 1 2 5 2 11 2 5 0 2
split_gain=1.57262 1.31622 0.950574 0.949555 0.703955 0.557063 0.484395 0.494753 0.514328 0.503755 0.475012 0.45531 0.393991 0.499964 0.365272 0.360349 0.358692 0.365603 0.323181 0.393538 0.389691 0.395559 0.304432 0.639792 0.291727 0.310145 0.267953 0.417152 0.263505 0.248404
threshold=0 1 2 3 4 5 52.740000000000002 6 7 8 58.500000000000007 5.5000000000000009 89.500000000000014 145.50000000000003 39.07500000000001 104.50000000000001 9 15.500000000000002 10 53.500000000000007 11 5.5000000000000009 14.500000000000002 2.5000000000000004 8.5000000000000018 12 12.500000000000002 3.5000000000000004 24.500000000000004 30.500000000000004
decision_type=9 9 9 9 9 9 8 9 9 9 10 8 10 10 10 10 9 10 9 10 9 10 8 8 8 9 10 8 10 8
left_child=2 -2 -1 14 -5 -6 7 8 9 12 11 -4 16 -14 -3 18 17 -7 19 20 26 -22 -20 -24 28 -26 27 -9 -11 -23
right_child=1 3 10 4 5 6 -8 15 -10 24 -12 -13 13 -15 -16 -17 -18 -19 22 -21 21 29 23 -25 25 -27 -28 -29 -30 -31
leaf_value=8.9945278659559942e-06 0.00023844756249037121 2.0690003725675583e-06 -8.8416285040328758e-05 6.7363776644583091e-06 0.0016725983449705118 -9.0686261779448503e-06 -3.354988999958234e-05 9.5709808206107238e-05 -0.00015007089260549633 5.5574473072725965e-06 -6.1343671271702746e-05 -2.9038014756283078e-05 -4.4287283058841243e-05 1.6723111691392175e-06 -6.1273484193156307e-05 3.5714351441033221e-05 7.1400742937590053e-07 -8.0508490821654145e-06 1.5378401943268153e-05 -2.5954683031055508e-06 1.1088361290655553e-05 -1.240976780409116e-06 -1.2713655309767535e-05 3.642765517289727e-06 9.6983669397548493e-06 2.0252364095230675e-08 -2.412945307583109e-05 -8.5107592649415407e-05 -4.1332477944672246e-05 2.9762545194142962e-06
leaf_weight=109 252 25 27 243 102 41 44 28 118 26 56 122 25 26 87 76 196 73 107 61 103 71 40 227 223 196 39 84 91 31
leaf_count=109 252 25 27 243 102 41 44 28 118 26 56 122 25 26 87 76 196 73 107 61 103 71 40 227 223 196 39 84 91 31
internal_value=0.000215593 0.000536659 -0.00241231 0.000238931 0.000422437 0.000172634 1.23904e-05 0.000110462 -0.000487329 -0.000145374 -0.00398148 -0.00296 -0.00127957 -0.00453846 -0.00318699 0.000806378 -0.000771704 -0.002432 0.000560606 -0.000214953 0.000291317 0.00138889 0.00139221 0.000701493 0.000628885 0.00113333 -0.00120988 -0.000283186 -0.00111864 -0.000310679
internal_weight=2949 2635 314 2383 2271 2028 1926 1882 1015 897 205 149 361 51 112 867 310 114 791 417 356 205 374 267 536 419 151 112 117 102
internal_count=2949 2635 314 2383 2271 2028 1926 1882 1015 897 205 149 361 51 112 867 310 114 791 417 356 205 374 267 536 419 151 112 117 102
cat_boundaries=0 30 47 48 64 94 96 97 98 100 102 104 105 106
cat_threshold=0 8 4 0 1073741824 1 0 0 0 32768 0 2048 8256 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 16384 64 0 524288 4096 268435457 1 8192 0 0 64 33554432 8192 33556480 1024 32 2097152 0 0 0 0 16 68290912 0 0 536870912 0 0 8194 0 268435456 0 134217728 8192 256 0 0 0 32 268435456 0 0 0 65536 0 0 0 0 0 0 4 0 1048576 268435456 0 0 0 4096 8192 256 0 0 0 0 0 0 0 0 8192 1073872896 32 201850880 8320 175392 2 133152 2 83987520 32 40 16388
is_linear=0
shrinkage=0.04


Tree=174
num_leaves=31
num_cat=7
split_feature=7 8 2 8 9 5 0 3 2 2 2 0 17 1 2 0 1 2 2 3 5 0 0 3 5 7 2 2 2 14
split_gain=2.07982 0.900511 0.754681 0.643223 0.59769 0.545223 0.726787 0.668324 0.769805 0.45059 0.546368 0.449694 0.354363 0.343422 0.455858 0.382623 0.296873 0.397802 0.188906 0.181384 0.224853 0.176781 0.168848 0.159876 0.226024 0.158419 0.248422 0.190746 0.154081 0.150208
threshold=0 1 62.500000000000007 2 3 22.500000000000004 20.500000000000004 2014.5000000000002 11.500000000000002 78.500000000000014 17.500000000000004 40.675000000000004 4 5.5000000000000009 5.5000000000000009 40.250000000000007 4.5000000000000009 1.0000000180025095e-35 24.500000000000004 2011.5000000000002 1.5000000000000002 42.960000000000008 40.250000000000007 2018.5000000000002 1.5000000000000002 5 71.500000000000014 32.500000000000007 5.5000000000000009 6
decision_type=9 9 10 9 9 8 8 8 10 8 10 10 9 8 10 10 10 10 8 10 8 10 10 8 10 9 10 10 10 9
left_child=2 9 5 19 12 -1 -7 -8 -9 10 -2 -6 13 14 15 -5 -14 -18 -13 20 -3 -20 28 -16 -25 26 27 -19 -15 -27
right_child=1 3 -4 4 11 6 7 8 -10 -11 -12 18 16 22 23 -17 17 25 21 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=3.048813651180543e-06 -8.3303139791723124e-06 7.1886606832471028e-05 8.8664486009136466e-06 -4.8336204005548294e-05 0.0016672215720182483 -4.8895893843857367e-08 -2.1841887860815044e-05 -1.5628629972622455e-05 -5.7388868637044794e-05 1.24552638206442e-05 -0.00011183088351409517 0.00029550579638196395 6.0182909941665087e-06 7.2562753367256126e-05 -0.00018460389283785775 -2.359744798450833e-06 -0.00012904949989710513 -9.8222300818036499e-07 -0.00028806302788416662 5.6333611814243267e-05 0.00029430479144670793 4.6348730210915806e-05 -2.6856134963867951e-05 1.4630764098323582e-05 -1.2141509148572526e-06 1.3979717286951371e-07 1.9382329083482812e-06 -8.4862238861374529e-06 0.0040318123626680111 5.1259263697340292e-06
leaf_weight=35 98 47 48 43 279 37 29 30 37 54 63 41 238 42 26 25 48 47 31 27 164 52 45 81 35 1037 43 25 31 126
leaf_count=35 98 47 48 43 279 37 29 30 37 54 63 41 238 42 26 25 48 47 31 27 164 52 45 81 35 1037 43 25 31 126
internal_value=8.63408e-05 0.000388547 -0.00359471 0.000602201 0.000390286 -0.00501775 -0.0061791 -0.008 -0.0101765 -0.0020354 -0.00318518 0.00176812 8.82818e-05 -0.00108555 -0.00208531 -0.00475362 0.000340318 0.000108516 -0.000192 0.00253815 0.00303774 -0.00128571 0.000605042 -0.000783217 -0.000136752 0.000243941 -0.00111111 -0.00263014 0.00178378 0.000385009
internal_weight=2964 2748 216 2533 2295 168 133 96 67 215 161 403 1892 328 210 68 1564 1326 124 238 211 83 118 142 116 1278 115 72 73 1163
internal_count=2964 2748 216 2533 2295 168 133 96 67 215 161 403 1892 328 210 68 1564 1326 124 238 211 83 118 142 116 1278 115 72 73 1163
cat_boundaries=0 18 48 78 80 81 85 86
cat_threshold=131072 0 0 524288 0 66 0 272629760 33554432 134217760 0 256 0 0 67108864 32 0 256 16 4 4 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 0 0 0 524288 4096 268435456 8 0 134217728 0 1 0 0 0 32768 0 4 0 0 0 0 0 0 0 8192 0 0 0 0 0 16384 68 0 0 8192 257 22548 56 0 128 67108864 4 8192
is_linear=0
shrinkage=0.04


Tree=175
num_leaves=31
num_cat=8
split_feature=7 8 2 0 0 12 17 2 4 12 11 12 2 3 2 0 2 2 2 6 2 0 3 2 2 2 2 0 0 2
split_gain=1.4977 1.1543 1.04906 0.764589 0.660383 0.618867 0.477892 0.592187 0.473552 0.516296 0.440239 0.815356 0.657678 0.525976 0.69271 0.574617 0.453445 0.377121 0.585936 0.387025 0.346135 0.33407 0.426756 0.305553 0.404654 0.290989 0.280044 0.270525 0.239901 0.804264
threshold=0 1 321.00000000000006 52.740000000000002 42.250000000000007 2 3 18.500000000000004 6050.0000000000009 4 5 6 6.5000000000000009 2014.5000000000002 50.500000000000007 33.175000000000004 46.500000000000007 171.00000000000003 50.500000000000007 7 70.500000000000014 39.07500000000001 2004.5000000000002 27.500000000000004 10.500000000000002 1.5000000000000002 39.500000000000007 35.850000000000009 40.675000000000004 11.500000000000002
decision_type=9 9 8 8 10 9 9 10 8 9 9 9 10 8 10 10 10 10 8 9 8 10 10 10 10 8 10 10 10 10
left_child=8 2 4 5 10 17 7 -7 -1 20 13 -12 -13 -2 15 -15 -14 18 19 21 26 -3 -23 24 -17 -8 27 -10 -27 -30
right_child=1 3 -4 -5 -6 6 25 -9 9 -11 11 12 16 14 -16 23 -18 -19 -20 -21 -22 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-1.0978726047423657e-05 1.5619918575396686e-05 0.00010794965857015176 -5.0706904558120307e-05 -3.5966145854125904e-05 8.3281605887523954e-05 1.0529568392373973e-07 -1.5550508278814249e-05 -0.00019043449490774251 4.4139651918402322e-06 7.2941379547928707e-06 1.1300682064012718e-06 -3.4580482890036413e-05 8.1381629830819345e-08 -1.3756114477072907e-05 -5.6108873556860832e-05 -1.2678636202524729e-06 -2.0154431862621829e-06 0.00012051373579634063 -6.4378017518248123e-05 3.3013591457704254e-06 3.0928543062458404e-06 -0.00015908995673781509 0.0006185824781134823 5.0090299827518963e-06 -8.9061602215541933e-06 1.7057288292362201e-05 -1.906383708351808e-06 -7.6173422883966901e-06 0.00082098020856327994 -0.00028354392155993907
leaf_weight=35 33 39 79 38 95 121 31 26 68 393 111 46 142 48 25 69 100 52 89 234 53 70 26 25 41 666 44 67 44 35
leaf_count=35 33 39 79 38 95 121 31 26 68 393 111 46 142 48 25 69 100 52 89 234 53 70 26 25 41 666 44 67 44 35
internal_value=6.78902e-06 -0.000479094 -0.00167758 0.000191633 -0.00122283 0.000343096 0.000955032 -0.00108861 0.00166915 0.00194888 -0.00168487 -0.000790244 -0.00189967 -0.003 -0.00386603 -0.00297826 -0.00111934 -0.000767754 -0.00115033 -0.000443243 0.00036214 -0.00205479 -0.00346392 -0.00161765 -0.00252252 0.00135197 -0.000466667 0.000441177 0.00152815 -0.00055
internal_weight=2945 2285 814 1471 735 1433 923 147 660 625 640 399 288 241 208 183 242 510 458 369 232 135 96 135 110 776 179 135 745 79
internal_count=2945 2285 814 1471 735 1433 923 147 660 625 640 399 288 241 208 183 242 510 458 369 232 135 96 135 110 776 179 135 745 79
cat_boundaries=0 18 48 50 51 53 55 56 57
cat_threshold=268435459 1 67108864 2884096 0 2050 131072 8192 0 1040 40992 0 128 0 0 0 4096 128 16 2056 4 0 0 0 262144 0 1 32768 0 0 8256 512 0 0 0 0 33558528 0 0 0 20971520 0 0 49152 64 0 0 4096 67144032 2 8 67193856 32 4 1024 68354050 276
is_linear=0
shrinkage=0.04


Tree=176
num_leaves=31
num_cat=13
split_feature=8 7 12 7 8 12 0 4 0 9 0 9 7 0 0 13 5 0 6 4 15 5 0 5 4 0 0 0 0 12
split_gain=2.02882 1.48077 0.934861 0.79483 0.798369 0.651645 0.580532 0.535684 0.506683 0.479089 0.461279 0.455524 0.337322 0.284666 0.282517 0.274672 0.235989 0.215984 0.196156 0.191837 0.177424 0.216097 0.121774 0.101922 0.0989603 0.0964216 0.0869227 0.289839 0.222091 0.0827125
threshold=0 1 2 3 4 5 22.750000000000004 101.00000000000001 52.740000000000002 6 40.250000000000007 7 8 40.675000000000004 31.500000000000004 9 3.5000000000000004 39.07500000000001 10 79781110000.000015 11 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 5965.0000000000009 35.850000000000009 39.07500000000001 35.600000000000009 23.500000000000004 12
decision_type=9 9 9 9 9 9 10 10 8 9 10 9 9 8 10 9 8 10 9 8 9 10 10 10 8 10 10 8 10 9
left_child=2 29 16 13 14 9 -4 23 11 10 15 19 17 -3 -5 -6 -1 -13 -11 -7 -14 22 -22 -8 -23 -20 27 28 -17 -2
right_child=1 3 6 4 5 8 7 -9 -10 18 -12 12 20 -15 -16 26 -18 -19 25 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4769708646824839e-05 1.9479339661255391e-05 -9.5709303480309155e-06 2.3868888812577362e-06 -1.4221679444151106e-07 -2.4655174517120996e-06 4.8613749821655121e-05 -7.5979314687148348e-06 3.133511143373733e-05 -3.2428943507279109e-05 -5.3702852400835987e-06 -7.7773817862759358e-05 -3.6162893879344394e-05 1.6944443764086378e-06 -0.00084781451118958937 7.0340801131968863e-05 2.1938568733968438e-07 -2.1904403723706571e-05 4.1905980537133396e-06 9.2749403330572031e-06 -0.0001063284164169594 5.4281884218442312e-06 -1.322635006228923e-05 2.571789494645387e-05 -2.0719304175681055e-05 7.4445814539209165e-06 8.3748440436307436e-06 -1.8848278823549389e-05 0.0050580538785431175 -0.0001511920666824786 3.1149769498399437e-05
leaf_weight=30 100 97 83 48 215 27 130 29 27 125 57 51 539 25 175 84 96 58 43 75 37 30 173 34 77 112 75 29 40 223
leaf_count=30 100 97 83 48 215 27 130 29 27 125 57 51 539 25 175 84 96 58 43 75 37 30 173 34 77 112 75 29 40 223
internal_value=5.43309e-06 0.000426165 -0.00259564 5.20181e-05 0.000240987 -3.39521e-05 -0.00117073 -0.00241237 0.000593665 -0.00091024 -0.00164384 0.000737828 0.0010041 -0.00294737 0.00244444 -0.00123423 -0.00537226 -0.00103333 0.000412371 -0.00169911 0.00127336 0.00203659 0.0028436 -0.00329697 0.00062963 0.0013253 -0.000200837 0.000337662 -0.000512 0.00291018
internal_weight=2944 2542 402 2219 2097 1874 276 193 1094 780 500 1067 965 122 223 443 126 109 280 102 856 317 210 164 107 155 228 153 124 323
internal_count=2944 2542 402 2219 2097 1874 276 193 1094 780 500 1067 965 122 223 443 126 109 280 102 856 317 210 164 107 155 228 153 124 323
cat_boundaries=0 29 46 48 64 87 89 91 93 110 111 112 113 115
cat_threshold=0 8 0 0 1073741824 1 0 0 0 0 0 33554432 64 0 0 0 0 0 33558528 0 384 0 0 8 0 32768 0 0 524288 268435459 33 1140850688 2048 0 0 0 268443648 33556480 0 32 2097152 128 0 67108864 0 1073741824 67108866 32 131072 0 0 0 0 134225922 33554432 536870912 0 0 8192 0 0 0 0 32 1342177280 0 0 0 2147483648 0 0 2147483648 0 0 0 2052 0 1048576 0 0 0 0 0 8192 0 0 4194304 1089856 34 0 2052 1 8208 0 128 8192 0 0 0 0 0 65536 0 0 0 0 268435456 0 0 4096 2 212 201326592 2368 32
is_linear=0
shrinkage=0.04


Tree=177
num_leaves=31
num_cat=11
split_feature=7 8 12 2 4 12 7 3 0 2 12 3 6 4 3 12 2 2 2 2 2 2 0 3 12 0 17 2 2 6
split_gain=1.51163 1.00053 1.02194 0.812715 0.753799 0.52431 0.478947 0.688594 0.475919 0.769064 0.631041 0.437235 0.346576 0.711796 0.39791 0.365777 0.376596 0.539172 0.339803 0.796417 0.330638 0.309278 0.29738 0.294909 0.273481 0.31838 0.266271 0.247623 0.356895 0.246153
threshold=0 1 2 58.500000000000007 3681544000.0000005 3 4 2003.5000000000002 30.500000000000004 9.5000000000000018 5 1992.5000000000002 6 33.000000000000007 2010.5000000000002 7 59.500000000000007 23.500000000000004 12.500000000000002 7.5000000000000009 39.500000000000007 1.0000000180025095e-35 42.960000000000008 2017.5000000000002 8 40.250000000000007 9 29.500000000000004 12.500000000000002 10
decision_type=9 9 9 10 10 9 9 10 10 10 9 10 9 10 10 9 8 10 10 10 10 10 10 10 9 10 9 10 10 9
left_child=24 2 -2 18 5 22 7 8 10 -10 20 -5 14 15 26 16 17 -14 19 21 -7 -4 29 -16 25 -1 -8 28 -17 -3
right_child=1 4 3 11 -6 6 12 -9 9 -11 -12 -13 13 -15 23 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011483088000331642 0.00013370461606988234 -4.4815251720693411e-06 -0.00016415092381252537 -4.4912337889738907e-05 -0.00016654909573236238 1.6126872975933739e-06 7.7901075685279238e-07 -1.8703427695265204e-05 -0.00011880272446190342 -3.4679453318574744e-06 -7.5617252765791647e-07 -0.00015468587773930176 0.00038267017159558783 -0.00020398991669117302 -7.8288863029268513e-05 -1.1362101620182539e-05 0.00093489165462193585 -0.00026411662071267029 -1.9268443870783883e-06 -0.00011041687579243524 -2.6945685675728479e-07 6.070056007888385e-05 -0.00014024451689760838 1.6169792413672555e-05 0.00011494467433082085 -3.8742293615035262e-05 2.190955962199184e-05 2.6567209453247642e-05 -0.00013995551620151882 2.3407538730606941e-06
leaf_weight=70 102 136 43 33 43 81 139 27 27 89 145 28 136 47 32 72 51 47 88 29 52 45 54 27 384 34 237 31 36 570
leaf_count=70 102 136 43 33 43 81 139 27 27 89 145 28 136 47 32 72 51 47 88 29 52 45 54 27 384 34 237 31 36 570
internal_value=6.1308e-05 -0.000346623 -0.00223747 -0.00352347 -1.91373e-06 0.000109966 -0.000385392 -0.00147222 -0.00107342 -0.00321367 -0.000172043 -0.00767742 0.000161663 -0.000649652 0.000941704 -7.48662e-05 0.000881633 6.52175e-05 -0.00242718 -0.00383051 0.00175 -0.00188764 0.000933852 -0.00206667 0.00206814 0.000139131 0.00144297 -0.00162667 -0.0026422 0.00116549
internal_weight=2935 2447 368 266 2079 2036 1276 421 394 116 278 61 855 420 435 373 234 183 205 117 133 88 760 59 488 104 376 139 108 706
internal_count=2935 2447 368 266 2079 2036 1276 421 394 116 278 61 855 420 435 373 234 183 205 117 133 88 760 59 488 104 376 139 108 706
cat_boundaries=0 17 47 48 49 67 69 70 72 73 74 75
cat_threshold=268435459 1 262144 526336 34 2050 0 268443648 0 134217728 32800 64 128 268435456 0 0 1073746064 268435472 2056 4 0 0 1 0 2147483648 0 32768 0 0 8256 0 0 4096 0 0 33558528 0 0 0 0 0 0 32768 0 0 0 4096 17859616 83911008 131072 0 67108864 0 0 0 131072 537001984 65536 0 0 0 0 0 0 32 0 256 65538 32 344 197634 2 17975584 9 260
is_linear=0
shrinkage=0.04


Tree=178
num_leaves=31
num_cat=8
split_feature=7 7 4 5 12 11 0 2 2 6 2 2 2 4 0 0 6 2 4 2 12 2 3 2 2 4 3 0 12 0
split_gain=1.52418 1.20649 0.791108 0.727314 0.728859 0.948456 0.655798 0.594889 0.514959 0.496781 1.00611 0.527835 0.844498 0.453784 0.427594 0.419475 0.410669 0.401633 0.388099 0.428258 0.386881 0.391668 0.355067 0.339712 0.289628 0.283639 0.236499 0.228529 0.204356 0.488059
threshold=0 1 6670500000.000001 2.5000000000000004 2 3 40.250000000000007 2.5000000000000004 30.500000000000004 4 15.500000000000002 84.500000000000014 41.500000000000007 1950.0000000000002 16.750000000000004 18.500000000000004 5 7.5000000000000009 83116615000.000015 161.00000000000003 6 12.500000000000002 2021.5000000000002 69.500000000000014 59.500000000000007 69317420000.000015 2005.5000000000002 35.850000000000009 7 36.900000000000006
decision_type=9 9 8 8 9 9 10 8 8 9 8 10 10 8 10 10 9 10 8 8 9 8 8 10 10 8 8 10 9 10
left_child=20 2 -2 13 5 -5 7 -7 22 10 27 12 14 -3 -12 -14 17 -6 -8 -20 21 -1 -4 -11 -10 -19 -18 -9 29 -28
right_child=1 3 8 4 16 6 18 9 24 23 11 -13 15 -15 -16 -17 26 25 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00017054304122734483 -0.00028695093429884663 -0.00012398664918004455 0.00024352505727495631 2.0016289498006974e-05 0.00049828285816206264 1.2049593635192811e-05 4.0340127109318239e-06 -3.0771106087647992e-05 0.00038406105442897884 1.4111784703090932e-05 1.458486623496378e-06 7.7202172659839131e-06 -9.833600788759136e-07 -3.1812007280074147e-06 -2.4164935598929626e-06 3.8529018073782578e-07 -9.6938923851037879e-05 8.8979808896505201e-05 -6.0452588193416082e-05 -0.00091160233507318878 2.9377858688865018e-05 3.1382191981870429e-06 -2.7009367999965907e-05 -0.00020045077404489894 -8.5656528696886649e-06 9.2216219028516077e-06 4.1622652748821213e-07 -7.7057722201232334e-05 2.2803184775014685e-06 -1.053921096157787e-05
leaf_weight=25 39 30 29 115 115 58 30 44 38 160 63 71 65 227 102 27 51 95 47 34 241 75 72 27 57 270 216 38 351 132
leaf_count=25 39 30 29 115 115 58 30 44 38 160 63 71 65 227 102 27 51 95 47 34 241 75 72 27 57 270 216 38 351 132
internal_value=0.000154839 -0.000179036 -0.00284553 9.75201e-05 0.000342803 -0.000533632 -0.00105019 -0.000579268 -0.00190863 -0.000956522 -0.00171021 -0.000753799 -0.0015969 -0.00190698 0.000120482 -0.00464516 0.000966962 0.00187373 -0.00389286 -0.00531707 0.002625 0.00036036 -0.00388235 0.000747475 0.000208333 0.00125683 0.000367937 -0.00568675 0.000565714 -0.000133705
internal_weight=2944 2603 235 2368 2111 881 766 655 196 597 410 328 257 257 165 92 1230 480 111 81 341 100 101 187 95 365 750 82 699 348
internal_count=2944 2603 235 2368 2111 881 766 655 196 597 410 328 257 257 165 92 1230 480 111 81 341 100 101 187 95 365 750 82 699 348
cat_boundaries=0 15 33 35 37 38 39 40 42
cat_threshold=268582913 1 34603008 516 0 2048 0 536879104 0 8208 32 2097152 67108864 0 67108864 0 128 536879104 8192 0 8256 0 268435456 0 32 8192 0 0 268435456 0 32 0 128 1100128 2 49152 1024 268 464 16851040 67248128 32
is_linear=0
shrinkage=0.04


Tree=179
num_leaves=31
num_cat=10
split_feature=8 7 5 8 7 4 6 3 0 9 8 0 3 9 0 0 11 3 1 1 3 17 4 1 3 0 1 0 4 3
split_gain=2.62038 1.0624 0.727864 0.707703 0.61867 0.570768 0.4617 0.442409 0.423812 0.596502 0.729468 0.395063 0.392018 0.308641 0.423689 0.344682 0.318199 0.273001 0.310429 0.222653 0.216682 0.211419 0.305905 0.245572 0.208531 0.18537 0.180599 0.159758 0.136094 0.128455
threshold=0 1 1.5000000000000002 2 3 6670500000.000001 4 2004.5000000000002 18.500000000000004 5 6 42.250000000000007 1983.0000000000002 7 42.250000000000007 39.07500000000001 8 1999.5000000000002 5.5000000000000009 4.5000000000000009 2018.5000000000002 9 5965.0000000000009 4.5000000000000009 1999.5000000000002 39.07500000000001 4.5000000000000009 9.5000000000000018 11633120000.000002 1991.5000000000002
decision_type=9 9 10 9 9 8 9 10 10 9 9 10 10 9 10 10 9 10 8 10 10 9 10 10 10 10 8 10 10 8
left_child=2 5 8 28 -5 -2 11 19 -1 10 24 17 -12 14 15 -8 -15 18 -6 -7 21 23 26 -18 -10 -11 27 -23 -3 -28
right_child=1 3 -4 4 6 7 13 -9 9 25 12 -13 -14 16 -16 -17 20 -19 -20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=2.793230113837808e-06 -0.00014780506539935427 0.00013810881267869402 -5.2821487437972351e-05 0.0011883189443778403 -5.7013891793840134e-05 6.8844096950493634e-05 -1.2363893648789373e-05 -3.5725823809024159e-05 -3.2426254905825554e-06 -0.00022075737084391474 -1.3869803305486011e-05 -0.00055953177804816717 -0.00015430626555355478 1.2924688889949761e-05 -0.00089052573900943273 0.00049831181561824144 -0.0001429424820542832 0.00048747467575606878 0.0032637689535374055 -5.4425465956586695e-06 0.00027955912373202129 4.5248902145364823e-07 0.00011367654698179264 1.3119716468796535e-05 5.7918208634283083e-06 0.000194013704653751 0.00010060378107558808 1.09551523981269e-05 6.2450304142203098e-06 1.9273222704896399e-07
leaf_weight=36 32 220 35 113 77 42 32 28 82 30 68 34 59 133 29 67 28 64 41 104 68 77 43 78 32 70 34 43 35 1097
leaf_count=36 32 220 35 113 77 42 32 28 82 30 68 34 59 133 29 67 28 64 41 104 68 77 43 78 32 70 34 43 35 1097
internal_value=9.68624e-05 0.000583399 -0.00281797 0.000831325 0.000576124 -0.00210138 0.000398773 -0.00128 -0.00235979 -0.00279532 -0.00379365 -0.00130396 -0.00588406 0.000618391 -0.00120863 -3.99999e-05 0.000771712 -0.000612022 -0.0017479 -0.000380952 0.000589588 0.000485368 0.000625287 -0.00116239 -0.001152 1.34245e-10 0.000514377 0.00198347 0.00278195 0.000356891
internal_weight=2931 2519 412 2313 2058 206 1945 174 377 341 241 216 127 1729 128 99 1601 182 118 146 1468 1400 1294 106 114 100 1251 120 255 1131
internal_count=2931 2519 412 2313 2058 206 1945 174 377 341 241 216 127 1729 128 99 1601 182 118 146 1468 1400 1294 106 114 100 1251 120 255 1131
cat_boundaries=0 30 48 68 85 86 88 115 117 120 121
cat_threshold=268435472 8 4 0 0 1 0 0 0 32768 0 2048 64 0 0 0 0 0 33558528 0 2147483904 0 0 8 0 49152 64 0 0 4096 131072 128 67108864 2048 0 64 33554432 268435456 0 0 8192 0 0 268435456 0 0 0 128 0 4 0 0 2147483648 0 0 0 1 0 0 4 0 1049088 0 0 0 0 0 8192 268435456 1 1073741824 0 0 0 0 8192 0 0 32 0 0 0 0 0 16 4 0 18436 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 2147483904 0 0 0 0 16384 64 257 8320 32768 2148532224 524288 49
is_linear=0
shrinkage=0.04


Tree=180
num_leaves=31
num_cat=7
split_feature=7 7 11 4 2 2 9 2 0 2 10 0 0 9 0 2 7 2 2 1 2 2 5 2 4 2 2 2 2 2
split_gain=1.47968 0.804121 0.547168 0.471282 0.445256 0.474996 0.439621 0.654578 0.647583 0.605321 0.597626 0.48165 0.515712 0.398907 0.295107 0.539329 0.318501 0.454982 0.440986 0.433598 0.368228 0.3524 0.275913 0.273828 0.38677 0.260965 0.301457 0.209974 0.199118 0.407221
threshold=0 1 2 5368.5000000000009 39.500000000000007 22.500000000000004 3 1.5000000000000002 27.250000000000004 39.500000000000007 4 52.740000000000002 45.425000000000004 5 35.600000000000009 100.50000000000001 6 455.00000000000006 53.500000000000007 5.5000000000000009 18.500000000000004 38.500000000000007 2.5000000000000004 4.5000000000000009 1246835000.0000002 72.500000000000014 11.500000000000002 15.500000000000002 72.500000000000014 39.500000000000007
decision_type=9 9 9 10 10 8 9 10 10 8 9 10 10 9 10 8 9 8 10 10 10 10 8 10 8 10 10 10 10 10
left_child=13 23 22 6 5 -5 8 -8 9 -4 11 12 14 28 15 27 20 18 19 21 -16 -18 -3 -2 -25 26 -26 -10 29 -1
right_child=1 2 3 4 -6 -7 7 -9 10 -11 -12 -13 -14 -15 16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=5.9952291976372861e-06 -0.00015684024720835965 -1.3053595519816049e-05 1.3640398939340098e-06 -0.00014935245156333095 -0.00010419483299622182 0.0032748541795861712 -0.00016782692502369432 2.1311483000394356e-05 -3.9691044999802702e-05 -4.241517383879142e-07 0.00064659936908659091 -5.9286625539630885e-05 0.00013987206247253767 0.00034793585694073941 -1.5017817712923744e-05 3.5990972280876754e-07 -1.5398648637006066e-05 0.00039011400123809979 -2.3410817217465297e-05 0.002225967824812746 -1.6455829441329678e-06 2.3678496012038984e-05 1.1083929777932828e-05 3.3540590589263957e-05 5.9561767436055056e-06 2.3030712802596432e-06 -1.8521458586348638e-05 -0.00015231954008985968 1.7631595576770259e-06 -7.503463706426845e-06
leaf_weight=125 31 42 315 35 49 33 26 372 27 252 116 25 28 174 53 53 328 45 69 45 81 34 320 26 29 40 95 32 31 31
leaf_count=125 31 42 315 35 49 33 26 372 27 252 116 25 28 174 53 53 328 45 69 45 81 34 320 26 29 40 95 32 31 31
internal_value=1.61999e-05 -0.000320061 -0.000100376 -0.000358797 -0.00281356 -0.000695652 -0.000208202 0.000958435 -0.000520475 0.000542254 -0.00116969 -0.00154031 -0.00138191 0.00237634 -0.00157812 -0.00346903 -0.00125 -0.000744361 -0.00112369 -0.000617647 -0.00292414 -0.00107989 0.00130831 -0.00256897 -0.00209424 -0.00281212 -0.003712 -0.00606667 0.000949495 0.000407643
internal_weight=2962 2601 2380 2018 117 68 1901 398 1503 567 936 820 795 361 767 112 655 521 476 407 134 362 362 221 190 164 124 59 187 156
internal_count=2962 2601 2380 2018 117 68 1901 398 1503 567 936 820 795 361 767 112 655 521 476 407 134 362 362 221 190 164 124 59 187 156
cat_boundaries=0 17 35 38 40 41 43 60
cat_threshold=268451841 1 101711872 262144 32 0 0 8192 0 0 32800 64 0 0 67108864 0 1073745920 131072 16 8192 532480 0 2 0 268435456 33554432 134217728 8192 256 0 0 0 32 0 384 16384 2148664352 524288 257 18436 256 0 18448 0 128 0 4 0 0 131072 131072 0 0 0 0 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=181
num_leaves=31
num_cat=17
split_feature=7 8 7 5 1 9 8 12 3 7 4 9 12 12 16 13 4 4 1 3 3 4 7 12 15 1 3 3 16 12
split_gain=1.33202 1.10522 0.768149 0.585093 0.513816 0.490189 0.535503 0.445227 0.416632 0.519362 0.395007 0.365976 0.6258 0.467034 0.437452 0.369787 0.255572 0.253017 0.266682 0.255812 0.227395 0.210018 0.182717 0.284983 0.182494 0.35676 0.174821 0.132227 0.117248 0.114217
threshold=0 1 2 1.5000000000000002 4.5000000000000009 3 4 5 2018.5000000000002 6 1732015000.0000002 7 8 9 10 11 14831265000.000002 4350.0000000000009 5.5000000000000009 1977.5000000000002 2012.5000000000002 40797.000000000007 12 13 14 5.5000000000000009 2019.5000000000002 1989.5000000000002 15 16
decision_type=9 9 9 8 10 9 9 9 8 9 10 9 9 9 1 9 8 8 8 10 8 8 9 9 9 10 8 10 1 9
left_child=3 4 22 -1 -2 16 -7 8 -8 -10 11 13 14 15 17 -9 -4 -13 19 -19 -6 -22 23 -3 25 -15 -14 -27 -28 -26
right_child=1 2 5 -5 20 6 7 10 9 -11 -12 12 26 24 -16 -17 -18 18 -20 -21 21 -23 -24 -25 29 27 28 -29 -30 -31
leaf_value=8.7136554085841256e-05 -0.00070651338923186514 2.1014363842531189e-05 2.7007292055330011e-05 -3.6216670729533485e-05 6.2788593223762318e-05 0.00017199069882571055 2.805528626629751e-05 -2.1647278755859035e-06 2.7344630671407201e-07 -1.3520264031810312e-05 0.00057059923221402685 0.00021460942321747766 -1.0704595515845615e-05 -0.00021557850386456529 -1.3158930675787992e-05 7.1731295038459072e-07 -0.00015971787592278019 -5.9725534779406388e-05 5.8342012866323382e-05 2.273403992144285e-05 -7.4284528810569046e-05 -3.9280926081006987e-06 0.00092505605824937088 8.028619027350329e-07 5.5360063394470426e-07 1.917750850687808e-06 9.04560927370787e-06 4.6828934943220492e-05 1.047407338474169e-05 3.5206680202600908e-06
leaf_weight=27 28 109 42 184 33 131 50 123 126 176 54 25 37 48 25 186 72 97 31 40 25 174 119 138 199 58 140 28 30 327
leaf_count=27 28 109 42 184 33 131 50 123 126 176 54 25 37 48 25 186 72 97 31 40 25 174 119 138 199 58 140 28 30 327
internal_value=0.000113771 0.000359433 0.000629232 -0.00286486 -0.00206642 0.000321012 0.000475798 0.000287134 -0.000969697 -0.00155776 0.00059767 0.000470251 -0.000504587 0.000893878 -0.00195633 -0.0003875 -0.002112 -0.00138144 -0.00194083 -0.00269565 -0.00151073 -0.00202 0.00229178 0.00150388 0.00149031 0.000110345 0.00104587 0.00165517 0.00163743 0.0018324
internal_weight=2882 2671 2411 211 260 2045 1931 1800 352 302 1448 1394 425 969 218 309 114 193 168 137 232 199 366 247 660 134 207 86 170 526
internal_count=2882 2671 2411 211 260 2045 1931 1800 352 302 1448 1394 425 969 218 309 114 193 168 137 232 199 366 247 660 134 207 86 170 526
cat_boundaries=0 18 47 64 66 96 98 106 108 109 111 112 113 130 131 132 133 134
cat_threshold=0 0 0 524288 0 134225986 0 268435456 33554432 134225952 0 0 0 0 0 32 0 256 268435472 4 0 0 2147483648 0 0 2147483648 0 0 0 2048 8256 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 524288 268566529 129 1048576 4 32 0 0 536879104 0 0 32 0 67108864 268435456 0 0 1073741840 384 8192 0 2048 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 8192 1074176 2 0 0 0 0 0 0 131072 131072 1073741824 2084 16844802 33024 32 2 12 131073 128 1048576 4 32 0 0 536870912 0 0 0 0 0 0 0 0 16 83918850 2282749952 2 131074
is_linear=0
shrinkage=0.04


Tree=182
num_leaves=31
num_cat=8
split_feature=11 6 3 17 6 2 13 12 2 2 2 2 2 5 2 12 3 2 2 2 2 6 1 4 3 2 2 3 5 2
split_gain=0.737867 0.775454 1.0641 0.658421 0.959338 0.517213 0.469557 0.626956 0.499658 0.484469 0.405187 0.394001 0.52108 0.446296 0.390362 0.347609 0.37046 0.315487 0.298094 0.365864 0.328395 0.292529 0.315705 0.3578 0.311733 0.423739 0.392548 0.256795 0.247173 0.237908
threshold=0 1 2004.5000000000002 2 3 669.50000000000011 4 5 16.500000000000004 19.500000000000004 27.500000000000004 20.500000000000004 18.500000000000004 1.0000000180025095e-35 78.500000000000014 6 2017.5000000000002 9.5000000000000018 22.500000000000004 37.500000000000007 169.50000000000003 7 5.5000000000000009 575.00000000000011 1998.5000000000002 11.500000000000002 36.500000000000007 2015.5000000000002 1.0000000180025095e-35 9.5000000000000018
decision_type=9 9 10 9 9 8 9 9 8 8 10 10 8 10 8 9 10 10 8 8 10 9 8 8 10 10 10 10 10 10
left_child=3 2 5 4 11 10 8 -8 -3 -9 28 12 13 17 -10 16 21 -1 -11 -20 -21 -5 23 -23 25 -25 -27 -17 -2 -6
right_child=1 6 -4 15 29 -7 7 9 14 18 -12 -13 -14 -15 -16 27 -18 -19 19 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00036176279948329961 -7.2307296018478119e-05 -7.6474185032813561e-05 -0.0002383201602674856 5.1241845841297087e-06 6.9561837062468066e-05 -5.3496922963775351e-05 2.4116995420697341e-06 3.37371353369154e-06 4.0652983935759463e-06 -9.3611375154315919e-06 2.538206848448965e-05 5.0861099392001273e-07 -0.00037491186647942322 5.6941946070511774e-07 -5.9755443240206311e-05 5.0290139566668748e-06 6.0670990100237948e-05 -1.1567566067312397e-05 3.3425042568291088e-06 -1.4214215587540123e-06 1.7578532278735926e-05 0.00030652095913780348 9.2958730229315682e-05 1.3667365701236817e-05 4.7836341296426322e-05 -0.00021684519200122662 -4.5952471356601665e-06 6.5789393958531884e-07 5.1943585056264913e-06 0.00011178218498892877
leaf_weight=26 60 34 33 349 121 53 300 177 58 25 101 56 33 69 34 351 75 38 69 259 28 25 56 88 101 85 60 43 33 114
leaf_count=26 60 34 33 349 121 53 300 177 58 25 101 56 33 69 34 351 75 38 69 259 28 25 56 88 101 85 60 43 33 114
internal_value=0.00020846 -0.000520784 -0.00233677 0.000752499 -0.000538461 -0.0015 1.60805e-05 0.000359034 -0.00216058 -0.000435852 -0.000533333 -0.0023691 -0.0034491 -0.00229851 -0.000774193 0.00123151 0.000748235 -0.00467692 -0.00124607 -0.000941176 -0.00156944 0.000491503 -0.000234742 -0.000677778 -0.00102687 -0.00182906 -0.00315068 0.00221235 -0.00242553 0.00121951
internal_weight=2954 1264 280 1690 457 247 984 858 126 558 194 222 166 133 92 1233 839 64 381 356 287 764 415 359 334 233 145 394 93 235
internal_count=2954 1264 280 1690 457 247 984 858 126 558 194 222 166 133 92 1233 839 64 381 356 287 764 415 359 334 233 145 394 93 235
cat_boundaries=0 3 4 5 6 7 9 10 11
cat_threshold=67125252 2147492896 528385 384 41 324 8 16778274 32 68256098 344
is_linear=0
shrinkage=0.04


Tree=183
num_leaves=31
num_cat=11
split_feature=8 7 12 8 12 7 3 17 12 13 3 4 1 4 0 1 7 9 4 0 1 0 0 0 0 0 1 3 3 3
split_gain=1.82614 0.840859 0.73953 0.705252 0.617953 0.685794 0.574478 0.479565 0.50638 0.772663 0.505625 0.382858 0.371749 0.338774 0.337652 0.33566 0.326615 0.343659 0.288596 0.255556 0.243926 0.243787 0.819798 0.257109 0.206943 0.264195 0.201655 0.198346 0.176837 0.181611
threshold=0 1 2 3 4 5 1992.5000000000002 6 7 8 2010.5000000000002 775.00000000000011 4.5000000000000009 6186315000.000001 44.07500000000001 4.5000000000000009 9 10 481.00000000000006 36.900000000000006 5.5000000000000009 39.07500000000001 27.750000000000004 15.500000000000002 33.175000000000004 16.750000000000004 4.5000000000000009 2005.5000000000002 2007.5000000000002 2021.5000000000002
decision_type=9 9 9 9 9 9 10 9 9 9 8 10 10 8 10 10 9 9 10 10 10 10 10 10 8 10 10 8 8 8
left_child=2 13 20 11 16 -6 -4 15 28 10 -10 27 -11 -2 24 -7 -5 18 21 -8 -1 22 23 -18 25 -14 -12 -3 -9 -30
right_child=1 3 6 4 5 7 19 8 9 12 26 -13 14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=8.9173333731608837e-06 -3.9563455420741145e-06 5.6316522682693657e-06 -2.3676639365464531e-05 -1.3932598520389859e-06 1.0601676258482635e-06 -6.8585912266068915e-05 -9.1546111933147898e-05 -9.7247981277466116e-05 9.1039112667501366e-05 2.6703231146842757e-05 -7.5142537765121985e-06 -1.1449707324854537e-05 5.8386781959287264e-07 2.2851649559715049e-05 -0.00022999216270351856 -3.1774007343869929e-05 5.3008425027201157e-09 1.7468030863252779e-05 -2.1914263300294325e-05 -5.2912713441654778e-05 -3.8618452198556319e-05 7.0564234869616957e-05 -0.00014898743137200458 4.3031698380496334e-06 5.7025093961929598e-06 -8.1307440809293211e-06 -1.4206435607385238e-05 1.0673366592637544e-05 0.0023118000569755329 1.0168409814081199e-05
leaf_weight=92 65 25 145 163 232 28 27 36 30 61 41 44 46 290 26 149 143 216 26 35 34 170 44 57 134 52 127 232 39 125
leaf_count=92 65 25 145 163 232 28 27 36 30 61 41 44 46 290 26 149 143 216 26 35 34 170 44 57 134 52 127 232 39 125
internal_value=0.000100852 0.00046095 -0.00263953 0.000170137 -0.000112474 -0.000717678 -0.00409174 -0.00121989 -0.000730769 -0.00138636 -0.00329187 0.0019359 -0.000133333 0.00224044 -0.000803089 -0.00304255 0.000718072 0.00111544 0.000443459 -0.00749206 -0.000116788 0.000713253 -9.7959e-05 0.000995025 -0.000309013 -0.00169697 -0.00430769 0.00258915 0.000947867 0.00155152
internal_weight=2934 2601 333 2246 1945 1126 207 894 717 517 198 301 319 355 258 177 819 656 440 62 126 414 244 200 232 98 168 257 200 164
internal_count=2934 2601 333 2246 1945 1126 207 894 717 517 198 301 319 355 258 177 819 656 440 62 126 414 244 200 232 98 168 257 200 164
cat_boundaries=0 30 47 49 79 81 95 96 97 98 106 108
cat_threshold=1342177296 2056 0 0 0 0 0 2147483648 1 32768 0 33554432 64 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 49152 64 0 0 4096 268435458 17 67108864 0 2 0 0 8192 2048 536870944 8224 0 16 0 0 0 16 17826912 32 0 0 0 0 2147549184 1 262144 0 0 0 0 4 0 1048576 0 0 0 0 0 8192 0 0 4194304 0 0 0 0 0 0 8192 16985088 32 1 128 8192 2097156 0 0 131072 0 0 16 0 0 0 268435456 10 2 12 0 0 0 4 0 0 131072 536870912 1 10368
is_linear=0
shrinkage=0.04


Tree=184
num_leaves=31
num_cat=14
split_feature=7 8 12 2 12 18 7 8 11 12 2 4 0 7 2 7 12 2 2 11 3 3 4 2 0 14 2 2 2 3
split_gain=1.53305 1.21023 1.12207 1.38036 0.824038 1.08168 0.734691 0.600336 0.616475 0.795181 0.835745 0.86286 0.492037 0.425533 0.425304 0.400305 0.4415 0.510168 0.878617 0.373839 0.357027 0.4005 0.351147 0.34024 0.333731 0.36281 0.280429 0.272767 0.267811 0.455522
threshold=0 1 2 13.500000000000002 3 4 5 6 7 8 3800.0000000000005 180.50000000000003 40.250000000000007 9 90.500000000000014 10 11 15.500000000000002 49.500000000000007 12 1996.5000000000002 2010.5000000000002 19000.000000000004 22.500000000000004 47.750000000000007 13 18.500000000000004 76.500000000000014 8.5000000000000018 2002.5000000000002
decision_type=9 9 9 8 9 9 9 9 9 9 8 10 10 9 8 9 9 10 10 9 8 8 8 10 10 9 10 8 10 10
left_child=4 2 3 -2 5 -1 -3 22 -9 10 11 19 27 -6 -15 26 23 -18 -19 28 -11 -22 -8 -17 25 -23 -7 -4 -10 -30
right_child=1 6 12 -5 13 15 7 8 9 20 -12 -13 -14 14 -16 16 17 18 -20 -21 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-6.1576356751074802e-05 -5.5734277269506398e-05 7.9487895511410343e-06 -7.5214023662301837e-06 -6.3660517265606955e-06 1.5838612443769699e-06 -1.0095572413084608e-05 -3.1511084526017964e-05 3.7658917252859087e-05 0.00079786622627321907 -2.806984759635551e-05 -0.00023977416732105854 -0.00041401202092743958 8.5849799879568665e-05 -2.4111690797664316e-07 -1.0696467431705014e-05 7.9299071255417864e-06 -1.7197777696438265e-05 1.575844586560283e-06 -1.782799722382696e-05 -6.3305463346868992e-06 0.0002794740364442454 8.5623686489599055e-07 3.9785543769978832e-05 -1.8276447042382253e-06 -0.00029114681819687006 3.309607508786792e-05 3.3366548513342061e-06 2.6702275144430134e-06 -3.9805566186442778e-05 7.7869300488471856e-05
leaf_weight=31 28 355 123 75 151 35 29 244 42 32 44 32 43 151 28 39 32 44 36 131 61 425 203 78 40 176 67 51 70 34
leaf_count=31 28 355 123 75 151 35 29 244 42 32 44 32 43 151 28 39 32 44 36 131 61 425 203 78 40 176 67 51 70 34
internal_value=0.000163767 0.000672299 -0.001571 -0.00480702 -0.00146799 -0.00276676 0.0010534 0.000668361 0.00033085 -8.37886e-05 -0.00161538 -0.000916129 0.000122807 1.44205e-10 -0.00128421 -0.00215663 -0.00301667 -0.00481301 -0.00345679 -0.00018705 0.000665772 0.000864865 0.00250206 -0.00103125 0.000566978 0.000803987 7.07966e-05 -0.000822857 0.00117197 0.000152381
internal_weight=2930 2238 320 103 692 362 1918 1563 1331 1087 353 309 217 330 179 331 229 112 80 277 734 702 232 117 641 601 102 174 146 104
internal_count=2930 2238 320 103 692 362 1918 1563 1331 1087 353 309 217 330 179 331 229 112 80 277 734 702 232 117 641 601 102 174 146 104
cat_boundaries=0 16 45 46 48 49 66 96 99 100 114 124 126 127 128
cat_threshold=131072 16 603979776 526340 32 134225920 0 268566528 33554432 134217760 8192 256 0 268435456 67108864 32 1073741840 2048 0 0 0 0 0 2147483648 0 0 0 2048 2048 0 0 0 0 0 33558528 0 2147483904 0 4194304 8 0 32768 0 0 524288 68201728 231520 34 4 268435458 129 1108606976 8192 2 0 33554432 8192 65536 0 32 0 0 0 0 0 1073741824 0 4 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 8192 128 0 0 0 0 268451840 0 0 0 12288 49152 2147484672 524288 1190240 0 0 0 0 32 0 0 131072 0 0 0 0 0 268435456 0 0 67108864 4 0 134217728 0 0 0 134217760 131136 34 4 8192
is_linear=0
shrinkage=0.04


Tree=185
num_leaves=31
num_cat=13
split_feature=8 7 7 0 0 7 12 13 4 10 0 0 13 12 0 4 12 3 17 0 5 0 4 0 6 12 0 4 0 0
split_gain=1.87794 1.09586 0.594634 0.632312 0.572252 0.597175 0.712232 1.11378 1.2479 0.451685 0.442201 0.655179 0.41653 0.393898 0.390807 0.633135 0.495894 0.376371 0.310818 0.432454 0.312451 0.266138 0.241935 0.23664 0.226382 0.256726 0.221129 0.211833 0.209863 0.20757
threshold=0 1 2 52.740000000000002 14.500000000000002 3 4 5 38266465000.000008 6 40.250000000000007 35.850000000000009 7 8 40.250000000000007 6186315000.000001 9 2009.5000000000002 10 38.57500000000001 1.5000000000000002 29.500000000000004 5157000000.000001 39.07500000000001 11 12 23.500000000000004 1525190000.0000002 16.750000000000004 30.500000000000004
decision_type=9 9 9 10 10 9 9 9 8 9 10 10 9 9 10 8 9 10 9 10 10 10 10 10 9 9 10 8 10 8
left_child=4 13 26 9 -1 22 7 10 -9 12 11 -7 21 28 16 -16 -14 27 19 -18 -21 -4 -6 -10 -20 -26 -3 -8 -2 -30
right_child=1 2 3 -5 5 6 17 8 23 -11 -12 -13 14 -15 15 -17 18 -19 24 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=9.6089163667475708e-06 4.161735055419058e-07 -3.0822012174183479e-06 1.853164742087308e-07 -5.4897426471821948e-05 -6.1556043108053654e-06 7.8194597969406802e-08 -1.2038343497176597e-05 2.0084765699069329e-06 -0.00014745459531584001 0.00064303712898129261 9.051418775825028e-05 -5.9908960363349449e-05 -1.4888784089999862e-06 5.6877930331184123e-06 -0.0002931717339729305 6.1126930601276766e-07 -5.4303852436571137e-05 -3.4709320194092726e-05 0.00076655764081772089 -1.0580361093001867e-05 5.2799454664765768e-06 -8.8340923204907525e-05 5.7542471587816207e-05 -3.358533252332723e-05 2.6629903009442754e-06 5.2802307141398207e-07 -9.0710046807134449e-06 1.8893429761488723e-06 -1.3269713229040921e-05 1.3598885506425731e-07
leaf_weight=39 55 62 56 36 91 51 26 33 27 122 31 75 262 412 30 119 27 25 220 136 53 90 27 58 129 303 83 171 26 90
leaf_count=39 55 62 56 36 91 51 26 33 27 122 31 75 262 412 30 119 27 25 220 136 53 90 27 58 129 303 83 171 26 90
internal_value=0.000155091 0.000690784 0.000179414 0.000409034 -0.0017203 -0.00204545 -0.00262205 -0.00398601 -0.00688372 0.000534884 -0.0015 -0.00264567 0.000320334 0.00217508 0.000555039 -0.00136 0.00081344 -0.000824034 0.00126507 -7.04844e-05 0.000610526 -0.00163057 0.00055814 -0.01 0.00170136 0.00110158 -0.00217949 -0.000262626 0.000461539 -0.000478632
internal_weight=2965 2311 1728 1583 654 615 497 275 118 1547 157 126 1425 583 1279 149 1130 222 868 216 189 146 118 85 652 432 145 197 171 116
internal_count=2965 2311 1728 1583 654 615 497 275 118 1547 157 126 1425 583 1279 149 1130 222 868 216 189 146 118 85 652 432 145 197 171 116
cat_boundaries=0 30 47 55 72 74 75 76 77 79 81 82 83 84
cat_threshold=268435472 2060 0 0 0 0 0 0 0 0 0 2304 2112 512 0 0 0 0 33558528 0 2147483776 0 0 8 0 49152 64 0 128 4096 268451840 161 1175453696 0 0 64 33685504 536879104 0 0 32 0 0 0 0 0 1073746064 131072 0 0 2621444 0 134225920 0 268435456 1 128 0 0 2 0 0 0 0 0 0 256 0 268435456 0 0 1073741824 90178 32 10 276 8 149536 32 1066272 2 10 464 83894336
is_linear=0
shrinkage=0.04


Tree=186
num_leaves=31
num_cat=14
split_feature=8 9 7 6 12 18 14 4 17 15 4 12 2 2 12 2 2 2 2 2 6 12 2 2 1 4 7 2 2 2
split_gain=2.05605 0.872436 0.677748 0.833149 0.746202 1.07267 0.648096 0.642958 0.468415 0.755849 0.493516 0.448399 0.431507 0.390148 0.372908 0.559827 0.305329 0.279156 0.290263 0.22969 0.217956 0.261355 0.46468 0.25242 0.215645 0.211262 0.211005 0.517889 0.705356 0.483918
threshold=0 1 2 3 4 5 6 575.00000000000011 7 8 972430000.00000012 9 30.500000000000004 161.00000000000003 10 26.500000000000004 1.0000000180025095e-35 23.500000000000004 6.5000000000000009 13.500000000000002 11 12 61.500000000000007 17.500000000000004 4.5000000000000009 86.000000000000014 13 6.5000000000000009 11.500000000000002 15.500000000000002
decision_type=9 9 9 9 9 9 9 10 9 9 10 9 8 8 9 8 10 10 8 10 9 9 8 10 10 10 9 8 8 10
left_child=7 2 20 14 5 -5 -6 12 10 17 24 -3 -1 -13 15 -4 -16 18 -10 -20 21 22 -2 -22 -8 -18 -7 -28 -29 -30
right_child=1 11 3 4 6 26 8 -9 9 -11 -12 13 -14 -15 16 -17 25 -19 19 -21 23 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-6.1576473917357609e-05 -2.1683999568536971e-06 6.4184147807471212e-05 8.5902864169034144e-06 -0.00016824514681143483 4.2818197672038271e-06 2.6129993971956008e-07 0.0013414841269427135 4.4809001923029801e-05 -2.9918521535790849e-05 5.6938482897929107e-06 -2.8475766812050551e-05 6.5958232249664561e-06 -7.0541311496779027e-06 -0.00011952139339406674 -9.9726796007865403e-05 -0.00052264002641683952 0.00041719352498949751 -3.0659847156252654e-06 8.8359363569303036e-06 -7.5590326895392187e-07 3.1242812373732435e-05 3.8013377955151565e-06 0.00022489091135587623 -5.1133207507110785e-05 -6.3322896511136529e-05 -4.6896798072164228e-05 -6.8943021263819163e-05 4.4094426492241495e-05 -4.8029763810531503e-05 -4.3710631296863482e-06
leaf_weight=121 70 411 73 76 110 117 31 25 68 234 32 119 68 29 29 30 187 200 38 47 119 235 35 121 66 27 39 36 34 126
leaf_count=121 70 411 73 76 110 117 31 25 68 234 32 119 68 29 29 30 187 200 38 47 119 235 35 121 66 27 39 36 34 126
internal_value=0.000193636 0.000493091 0.000127796 -0.000297951 -0.000777865 -0.0021139 -6.69055e-05 -0.00348444 -0.000517194 -2.00667e-05 -0.0026 0.00188772 -0.00444211 -5.03143e-05 0.00141176 -0.000596491 0.00225197 -0.00117582 7.79222e-05 0.00162791 0.00128596 0.00193732 0.000172414 0.000318725 -0.00134694 0.00286512 -0.0012238 -0.00186992 -0.00109645 -0.00223602
internal_weight=2953 2739 2180 1600 1254 428 826 214 716 587 129 559 189 148 346 103 243 353 153 85 580 340 105 240 97 214 352 235 196 160
internal_count=2953 2739 2180 1600 1254 428 826 214 716 587 129 559 189 148 346 103 243 353 153 85 580 340 105 240 97 214 352 235 196 160
cat_boundaries=0 30 32 49 50 52 53 54 55 56 57 58 59 61 70
cat_threshold=1073741824 0 0 0 1073741824 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33558528 0 0 0 0 8 0 49152 64 0 524288 4096 384 26644 268435459 1 0 2048 0 0 131072 536879104 33556480 32 32800 256 0 0 0 0 1073745920 82 166240 2 4 145 41 67108864 17932610 100608 28 17965056 32 0 128 0 0 0 0 0 131072 65536
is_linear=0
shrinkage=0.04


Tree=187
num_leaves=31
num_cat=10
split_feature=7 8 9 17 12 2 14 3 14 4 8 12 3 0 0 2 0 2 2 2 0 2 2 3 2 4 12 5 4 2
split_gain=1.81406 0.906089 0.751675 1.07877 0.875205 0.768391 0.51167 0.539894 0.475036 0.637539 0.403437 0.398274 0.375853 0.349205 0.502277 0.344487 0.837303 0.482042 0.313059 0.307315 0.287618 0.272747 0.649985 0.256293 0.408897 0.25474 0.248673 0.423146 0.349811 0.236841
threshold=0 1 2 3 4 3.5000000000000004 5 1998.5000000000002 6 1642125000.0000002 7 8 2018.5000000000002 35.850000000000009 18.500000000000004 37.500000000000007 39.07500000000001 9.5000000000000018 176.00000000000003 13.500000000000002 44.07500000000001 70.500000000000014 25.500000000000004 2017.5000000000002 27.500000000000004 5965.0000000000009 9 4.5000000000000009 20282.500000000004 68.500000000000014
decision_type=9 9 9 9 9 8 9 10 9 10 9 9 8 10 10 10 10 8 8 10 10 10 10 8 10 10 9 8 8 10
left_child=12 11 3 20 6 -4 7 13 -6 10 -10 18 -1 14 -5 16 19 -18 -2 -14 -3 22 -15 24 -13 -25 27 28 -7 -8
right_child=1 2 5 4 8 26 29 -9 9 -11 -12 23 15 21 -16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8379806101485928e-07 8.6994600941143314e-06 -2.9138957787705756e-05 -5.8497725891621564e-05 -2.0431924327666574e-06 6.4243586715727361e-06 -0.00019758921839766526 2.7385477616803657e-05 2.1228082347448163e-05 8.4900849509502084e-06 -4.600830828379601e-05 9.5287251337154544e-07 0.00063158230696334602 -3.6525095674379743e-06 -2.5308134029340827e-05 8.5960063431440669e-06 -8.6458112865438137e-06 -6.0638779517349647e-05 -0.00015077947388097325 -0.0001424426987602427 5.7511274824517704e-06 -0.00014851548082298486 -7.7590438900435277e-05 1.9064866167002735e-05 7.2491625386561704e-05 -9.8414558679646399e-06 0.00016663847333837586 0.00010680283056194886 0.00093037151928443559 3.0892586467604318e-06 -3.2535274755231668e-05
leaf_weight=47 85 125 42 109 140 26 100 89 119 30 783 28 25 105 36 50 30 28 25 25 38 27 34 235 29 51 249 142 57 25
leaf_count=47 85 125 42 109 140 26 100 89 119 30 783 28 25 105 36 50 30 28 25 25 38 27 34 235 29 51 249 142 57 25
internal_value=0.000291653 0.000567883 0.000237866 -0.000158103 0.000166667 0.00156357 -0.00115672 -0.00184915 0.000819945 0.00047508 0.000673311 0.00218103 -0.00324074 -0.00267949 -0.00123288 -0.00432704 -0.00300917 -0.00623729 1.35465e-10 0.000784314 -0.00314943 -0.00392814 -0.00317143 0.00285876 0.000482759 0.00342857 0.00205474 0.000932204 -0.00128571 0.00102941
internal_weight=2934 2729 2276 1760 1597 516 525 400 1072 932 902 453 205 311 145 158 108 58 110 50 163 166 139 343 57 286 474 225 83 125
internal_count=2934 2729 2276 1760 1597 516 525 400 1072 932 902 453 205 311 145 158 108 58 110 50 163 166 139 343 57 286 474 225 83 125
cat_boundaries=0 18 48 50 51 53 54 55 76 77 78
cat_threshold=131072 0 67108864 8704 524288 8192 0 268435456 33554432 8192 0 0 0 0 0 32 0 384 0 8 4 0 0 1 262144 2147483648 0 0 0 4 0 1048576 0 4096 0 0 0 8192 0 0 4194304 0 0 268435456 0 0 0 8192 257 26628 8 67272768 34 8192 145 0 0 0 0 0 0 0 0 0 0 0 0 10240 512 0 0 0 0 33554432 0 128 67182880 68610
is_linear=0
shrinkage=0.04


Tree=188
num_leaves=31
num_cat=8
split_feature=12 13 6 0 3 11 4 6 0 1 1 4 4 9 0 5 0 0 12 3 3 3 3 0 0 15 4 3 5 0
split_gain=0.645632 0.4902 0.651886 0.608362 0.644335 0.473341 0.400401 0.390963 0.53184 0.457494 0.426461 0.545369 0.626404 0.437891 0.906261 0.343128 0.394009 0.324784 0.443102 0.496358 0.498978 0.312717 0.279904 0.244956 0.273618 0.204496 0.210383 0.199208 0.188821 0.174156
threshold=0 1 2 37.750000000000007 1997.5000000000002 3 16000.000000000002 4 42.250000000000007 5.5000000000000009 1.5000000000000002 1732015000.0000002 4350.0000000000009 5 35.250000000000007 1.5000000000000002 35.600000000000009 42.960000000000008 6 2001.5000000000002 2011.5000000000002 2017.5000000000002 2000.5000000000002 14.500000000000002 30.500000000000004 7 59703965000.000008 2000.5000000000002 10.500000000000002 30.500000000000004
decision_type=9 9 9 10 10 9 10 9 10 8 10 8 10 9 8 8 10 8 9 10 10 8 10 10 10 9 8 10 8 10
left_child=1 21 3 4 -3 27 28 8 9 -7 -9 12 -12 14 -13 -11 -17 18 29 23 -21 -1 -16 -20 -25 -4 -27 -2 -5 -15
right_child=5 2 25 6 -6 7 -8 10 -10 15 11 13 -14 17 22 16 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00014135805419034943 -1.0732514535266426e-05 0.00010444154624500605 -6.302400582243443e-06 -1.8645912342172664e-06 -4.5566155513986986e-05 1.8375379075029924e-05 -0.00025789476179037839 0.0003671355447832716 -5.326557085520085e-05 0.00012910596860358587 -1.5961870718223897e-05 -0.00013395834029224099 -9.9699155555898412e-05 7.9818368924003339e-08 -5.5886013771448418e-05 -0.00012869251570500774 7.5635231100458313e-05 8.344923836451215e-05 -4.2994840534730658e-07 -0.00014540282607301421 -1.3984643328584749e-05 -8.1290663237137943e-08 0.00012908826763938092 6.4551053181854795e-07 -3.600406181321641e-06 3.4940428690219961e-05 1.7066381951714019e-07 1.7440484588505979e-05 -5.1281358875763321e-05 2.3364061570590608e-05
leaf_weight=52 74 50 169 38 25 529 27 168 110 25 76 28 25 213 52 43 88 102 31 25 38 216 31 136 139 26 129 32 112 160
leaf_count=52 74 50 169 38 25 529 27 168 110 25 76 28 25 213 52 43 88 102 31 25 38 216 31 136 139 26 129 32 112 160
internal_value=-8.21547e-05 -0.00101053 -0.00166269 -0.0031635 -0.000263158 0.000290262 -0.0045618 0.000431527 0.00111663 0.00154519 -1.94331e-05 -0.000317881 -0.00309804 -2.09204e-05 -0.00226229 -0.000356688 -0.00118182 0.000299415 1.07673e-05 -0.000957895 -0.0041875 0.000401434 -0.000333333 -0.000312703 7.24639e-05 -0.000429851 0.00060241 -0.00218803 -0.00370861 0.00096875
internal_weight=2969 844 576 252 75 2125 177 2019 795 685 1224 1056 101 955 111 156 131 844 742 369 63 268 83 306 275 324 155 106 150 373
internal_count=2969 844 576 252 75 2125 177 2019 795 685 1224 1056 101 955 111 156 131 844 742 369 63 268 83 306 275 324 155 106 150 373
cat_boundaries=0 2 3 4 6 7 9 10 11
cat_threshold=67258464 2 4 404 67108864 66560 338 0 20 17932288 67108864
is_linear=0
shrinkage=0.04


Tree=189
num_leaves=31
num_cat=11
split_feature=7 7 2 3 3 0 12 2 9 6 2 12 2 2 11 6 5 0 2 2 3 0 0 2 9 6 4 2 2 12
split_gain=1.64659 1.06937 0.508918 0.542308 0.492015 0.486448 0.446783 0.660198 0.506385 0.906876 0.887758 0.594899 0.629018 1.4344 0.541995 0.513865 0.483785 0.459969 0.422097 0.550605 0.379998 0.521612 0.387809 0.378348 0.360805 0.352278 0.396317 0.315805 0.301739 0.286177
threshold=0 1 1.5000000000000002 2007.5000000000002 1992.5000000000002 37.750000000000007 2 7.5000000000000009 3 4 33.500000000000007 5 25.500000000000004 21.500000000000004 6 7 3.5000000000000004 35.250000000000007 11.500000000000002 53.500000000000007 2002.5000000000002 23.500000000000004 39.07500000000001 39.500000000000007 8 9 481.00000000000006 63.500000000000007 5.5000000000000009 10
decision_type=9 9 10 8 8 10 9 8 9 9 8 9 10 10 9 9 8 10 10 10 10 10 10 10 9 9 10 10 10 9
left_child=-1 2 -2 -4 -3 23 7 -6 9 29 16 12 13 17 -13 20 -11 -10 -7 -20 21 -16 -23 -5 -17 -9 -27 -12 -26 -8
right_child=1 4 3 5 6 18 8 25 11 10 27 14 -14 -15 15 24 -18 -19 19 -21 -22 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=1.2812212543155532e-05 -0.00016391030225399041 0.00027976900291722492 -1.2272670292606844e-05 8.9028730081287806e-06 1.3160076793835049e-05 7.6908501250249589e-05 1.0278863526409475e-05 1.8007895389677095e-05 1.5592534087164558e-06 -4.0339619157303086e-05 0.00017532837111230361 2.5844594734454189e-06 1.8038734350170072e-07 -0.00073113624392602777 3.677084174482638e-06 -9.2338032750637294e-07 -0.00012318099495151939 -3.352098595896566e-05 -2.2134515308175964e-05 6.1579045530554087e-05 -0.00015026465327824467 -6.194471718030111e-05 -3.6837813907847315e-07 -3.9924323710784724e-06 -1.6102131343377112e-05 -1.5539405679910008e-07 -7.0120279189242864e-05 -1.0932588016788383e-05 0.0018669238948000883 -4.5956924619973724e-06
leaf_weight=361 31 50 33 52 115 37 123 173 110 31 38 157 282 26 29 224 63 183 55 36 33 27 70 40 48 248 25 25 113 108
leaf_count=361 31 50 33 52 115 37 123 173 110 31 38 157 282 26 29 224 63 183 55 36 33 27 70 40 48 248 25 25 113 108
internal_value=0.000103156 -0.000254237 -0.00252203 -0.002 3.63323e-05 -0.00126697 -5.15096e-05 0.000916084 -0.000376249 -0.00162406 -0.00388095 6.09306e-06 -0.000908497 -0.0021375 0.000792135 0.000172973 -0.00656842 -0.00131973 -0.00285271 -0.00430435 -0.00167059 -0.000755905 -0.00216327 0.000946237 0.000959596 0.000232662 -0.000661972 -0.0004375 0.00234884 1.65291e-05
internal_weight=2946 2585 284 253 2301 220 2251 561 1690 388 157 1302 601 319 701 544 94 293 128 91 159 126 97 92 385 446 273 63 161 231
internal_count=2946 2585 284 253 2301 220 2251 561 1690 388 157 1302 601 319 701 544 94 293 128 91 159 126 97 92 385 446 273 63 161 231
cat_boundaries=0 18 36 38 40 41 43 46 47 49 50 51
cat_threshold=268435457 1 101720064 262144 65536 64 33554432 8192 0 0 32 0 128 0 0 0 4112 32768 131072 16 1073741824 2629636 524288 8194 0 268435456 0 0 8192 0 0 0 67108864 32 128 128 16843040 2 0 28672 280 68296768 32 32 1024 524288 12 0 2048 262 67149826
is_linear=0
shrinkage=0.04


Tree=190
num_leaves=31
num_cat=12
split_feature=7 8 2 12 1 12 17 7 15 2 8 7 1 3 2 13 2 2 2 2 3 2 3 14 1 2 2 12 2 2
split_gain=1.98233 1.84204 1.63671 0.913841 2.13006 0.739174 1.23271 0.578059 0.5301 0.614609 0.498804 0.413625 0.412169 0.529256 0.42852 0.433545 0.660016 0.655801 0.38056 0.432425 0.35912 0.352747 0.341381 0.362018 0.843362 0.345337 0.309074 0.294893 0.281462 0.363081
threshold=0 1 5.5000000000000009 2 5.5000000000000009 3 4 5 6 510.50000000000006 7 8 5.5000000000000009 2007.5000000000002 99.000000000000014 9 21.500000000000004 14.500000000000002 79.500000000000014 42.500000000000007 1993.5000000000002 20.500000000000004 1999.5000000000002 10 4.5000000000000009 14.500000000000002 211.00000000000003 11 37.500000000000007 15.500000000000002
decision_type=9 9 8 9 8 9 9 9 9 8 9 9 8 10 10 9 10 10 8 10 10 10 8 9 10 8 8 9 10 10
left_child=27 2 -2 4 -4 6 18 -7 -8 11 28 -10 13 14 15 16 -13 -17 19 -3 -5 -19 -12 -24 -25 -26 -20 -1 29 -9
right_child=1 5 3 20 -6 7 8 10 9 -11 22 12 -14 -15 -16 17 -18 21 26 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=4.3452328843711018e-06 -6.2288905766762968e-05 -0.00024575582114166341 -1.1795661486728426e-05 1.1139391110214212e-05 -0.00027416822837562698 -1.1316744820003986e-06 4.4871897907710859e-06 -9.9511263949021694e-07 9.3880531345654368e-07 0.00020232635861431019 -1.8104768630517081e-05 -7.7135109010947376e-06 0.0026756546338149302 0.00029008071065731621 -6.5101765929645322e-05 -1.6283099381165003e-05 0.00019767087429716691 -2.0917128469647579e-05 -0.0003668842090561894 3.516442623371803e-05 -1.2581540521500936e-05 -4.0267131002855813e-05 2.6075712288786688e-06 0.0020371629133714296 7.6744505884869337e-06 -0.001159799668525063 -0.0001486196302366949 2.9541028972316009e-05 -1.0647030326580043e-06 6.3663303398039931e-06
leaf_weight=118 58 29 81 180 31 183 139 38 118 45 49 69 45 82 28 120 43 29 25 30 50 55 706 86 30 41 43 373 39 25
leaf_count=118 58 29 81 180 31 183 139 38 118 45 49 69 45 82 28 120 43 29 25 30 50 55 706 86 30 41 43 373 39 25
internal_value=0.000184677 -0.000275917 -0.00272506 -0.00172595 -0.0044878 0.000203036 -0.000658617 0.000850994 -3.57141e-05 -0.000533333 0.00122537 -0.000888135 -0.00140249 -0.00181733 -0.00250435 -0.0020694 6.50408e-05 -0.00308837 -0.00414493 -0.00206667 -0.000165975 -0.00592941 0.00152546 0.00172685 -7.14284e-05 -0.00327778 -0.00649275 0.00247809 -0.00134513 0.0001875
internal_weight=2988 2497 400 342 112 2097 900 1197 773 634 1014 589 471 426 344 316 112 204 127 59 230 84 912 863 157 71 68 491 102 63
internal_count=2988 2497 400 342 112 2097 900 1197 773 634 1014 589 471 426 344 316 112 204 127 59 230 84 912 863 157 71 68 491 102 63
cat_boundaries=0 17 47 48 49 50 57 58 79 87 88 89 91
cat_threshold=268435459 145 571736064 264196 0 134217728 33554432 8192 0 16 32 2097408 0 0 0 0 4096 1073741824 2056 4 0 2147483648 1 0 2147483648 0 0 0 2048 8192 512 0 0 0 0 0 0 2147483648 0 0 8 0 49152 64 0 524288 4096 123200 17762 35 131072 0 0 0 0 0 131072 2157969408 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 0 0 0 0 0 131072 131072 4 8336 83904544 32
is_linear=0
shrinkage=0.04


Tree=191
num_leaves=31
num_cat=15
split_feature=7 7 4 9 12 12 7 4 17 0 4 6 0 7 9 6 0 0 11 12 12 5 4 7 4 1 0 0 0 1
split_gain=1.94105 0.876049 0.753907 0.684492 0.899073 0.859453 0.671236 0.483527 0.435453 0.375815 0.317679 0.447696 0.291563 0.274946 0.254907 0.40671 0.372311 0.189216 0.316302 0.442332 0.213741 0.154938 0.276219 0.151885 0.243306 0.151269 0.151218 0.148346 0.142308 0.0990382
threshold=0 1 6670500000.000001 2 3 4 5 3550.0000000000005 6 33.175000000000004 120418.00000000001 7 40.675000000000004 8 9 10 15.500000000000002 35.600000000000009 11 12 13 1.0000000180025095e-35 1950.0000000000002 14 1732015000.0000002 3.5000000000000004 40.250000000000007 18.500000000000004 33.175000000000004 5.5000000000000009
decision_type=9 9 8 9 9 9 9 8 9 10 10 9 10 9 9 9 10 10 9 9 9 10 10 9 8 10 10 10 10 8
left_child=23 2 -2 4 29 14 -4 -7 26 27 11 21 -13 -10 15 -5 -17 20 19 -19 -15 -6 -23 24 -1 -22 -9 -8 -26 -3
right_child=1 3 6 5 10 7 9 8 13 -11 -12 12 -14 17 -16 16 -18 18 -20 -21 25 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-2.4978511084072799e-05 -0.00013436550697433684 1.0508907562714796e-05 1.9448816417650851e-05 -7.0226844965713556e-05 4.4535585446672345e-06 2.7797206153364055e-05 -1.5426691505434809e-06 -5.1164276500113353e-05 -2.8769355543859216e-07 -3.2212538049174905e-05 -8.817697544043569e-05 -6.7589206092984874e-05 -1.2950845971367443e-05 -3.9978013995891755e-07 0.00077061999138962865 -2.0556529227610254e-07 7.0235497799668559e-06 -3.9561131863565656e-06 -1.6643323435999977e-05 1.4045332076620281e-05 -5.6463239565019252e-06 -8.3410467775510119e-06 2.3871521100660814e-05 9.835156987136152e-05 6.6308474290039307e-05 1.3776337683437434e-06 -0.00021537480989886699 6.8892406437799439e-06 2.8797903022545116e-05 1.4012084590275247e-05
leaf_weight=27 57 71 128 104 66 54 50 97 174 95 41 103 28 111 177 119 283 105 123 161 28 106 35 202 26 90 29 29 169 31
leaf_count=27 57 71 128 104 66 54 50 97 174 95 41 103 28 111 177 119 283 105 123 161 28 106 35 202 26 90 29 29 169 31
internal_value=5.34248e-05 -0.0003751 -0.00217297 -6.33441e-05 -0.00137398 0.00032413 -0.00142574 -0.000439471 -0.000661589 -0.00294054 -0.00226667 -0.0019115 -0.0036338 -0.000288916 0.00140058 0.000897486 0.00147216 0.000114468 -0.000420513 0.000375451 0.00102609 -0.000605504 -0.00138028 0.00251954 0.0015794 0.00210853 -0.00274453 -0.00105 0.00214286 0.00184071
internal_weight=2919 2495 359 2136 481 1655 302 972 918 174 379 338 131 792 683 506 402 618 389 266 229 207 141 424 222 118 126 79 195 102
internal_count=2919 2495 359 2136 481 1655 302 972 918 174 379 338 131 792 683 506 402 618 389 266 229 207 141 424 222 118 126 79 195 102
cat_boundaries=0 17 35 37 38 39 53 54 55 63 65 66 68 69 71 88
cat_threshold=268435457 129 34865152 2359808 65568 0 37748736 8192 0 0 32 256 16 0 0 0 4112 147458 16 536870912 532484 524288 64 0 268435456 33554432 8192 8192 0 0 268435456 0 32 0 384 256 28672 1122560 17959970 2 0 0 524288 0 64 0 0 33554432 8192 8192 0 0 268435456 44 280 0 0 67108864 0 0 0 0 131072 1 2080 132 16388 1024 98304 65792 32 1 128 1048576 2097152 0 0 0 0 0 0 32 256 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=192
num_leaves=31
num_cat=11
split_feature=7 11 12 3 12 4 15 2 6 3 18 3 2 12 1 0 9 0 6 2 0 2 2 0 2 2 11 0 2 0
split_gain=1.35775 0.940735 0.749436 0.674153 0.653437 0.616114 0.579295 0.551296 0.429146 1.07613 0.651257 0.429949 0.682881 0.334992 0.354621 0.411917 0.33153 0.331326 0.297588 0.294018 0.283043 0.299357 0.333031 0.31503 0.413774 0.260113 0.244292 0.645948 0.230803 0.524486
threshold=0 1 2 2007.5000000000002 3 5039060000.000001 4 1.5000000000000002 5 1958.5000000000002 6 2017.5000000000002 15.500000000000002 7 5.5000000000000009 26.500000000000004 8 37.750000000000007 9 6.5000000000000009 35.250000000000007 3.5000000000000004 9.5000000000000018 42.250000000000007 18.500000000000004 71.500000000000014 10 39.07500000000001 6.5000000000000009 18.500000000000004
decision_type=9 9 9 8 9 8 9 8 9 10 9 10 10 9 10 10 9 10 9 8 8 8 8 10 10 8 9 10 10 10
left_child=3 -2 7 -1 25 -6 28 -3 9 10 -4 13 -13 26 -15 -16 18 -8 -9 -18 -20 -22 -23 -24 -25 -5 -10 -28 -7 -30
right_child=1 2 8 4 5 6 17 16 11 -11 -12 12 -14 14 15 -17 19 -19 20 -21 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-8.3699021249672499e-05 6.6740749681731313e-05 -6.3824661619815823e-05 -3.6555292984229717e-05 9.8960479492569356e-06 -2.3405042773443669e-05 -2.9295156903341302e-05 1.9348887780904437e-06 1.9582675157386572e-06 1.058814592351224e-06 7.8433971664833635e-05 -6.6872087595967012e-05 0.00011140297537231306 -5.7728005403100053e-05 -6.3251327638107162e-07 -4.6246966691162108e-06 -1.6823889721374366e-05 -3.1092996513683129e-06 -7.7409714224028556e-06 -3.9108052036040704e-05 0.00062613984952741722 0.0012290044787896001 -1.8730881473468885e-05 0.00010142550061255981 6.1848239875813624e-05 -0.00035116647293500434 -8.7631044871651992e-06 2.5035051048442884e-05 -0.00030799992240857209 -3.8258329247930789e-06 -9.0305528716936793e-07
leaf_weight=26 357 34 36 80 30 35 80 528 253 25 43 25 25 305 44 38 46 36 30 167 30 72 210 29 29 26 61 55 58 107
leaf_count=26 357 34 36 80 30 35 80 528 253 25 43 25 25 305 44 38 46 36 30 167 30 72 210 29 29 26 61 55 58 107
internal_value=0.000109552 0.000492458 0.000162214 -0.00181595 -0.00148344 -0.00228571 -0.00181703 0.000826307 -0.000694897 -0.0029913 -0.00555 -0.000362301 -0.00392157 -0.000126816 -0.000934673 -0.00327711 0.000984238 0.000503937 0.000630458 0.002375 -0.000194647 0.000107817 -0.000234604 0.000416357 -0.00216949 0.00123077 0.000726316 -0.000755905 -0.00303318 -0.00253012
internal_weight=2920 2442 2085 478 452 346 316 1175 910 104 79 806 50 756 387 82 1141 116 928 213 400 370 340 268 58 106 369 116 200 165
internal_count=2920 2442 2085 478 452 346 316 1175 910 104 79 806 50 756 387 82 1141 116 928 213 400 370 340 268 58 106 369 116 200 165
cat_boundaries=0 18 21 23 24 25 26 27 28 30 31 32
cat_threshold=147456 16 67108864 524292 524288 8256 0 0 65536 8224 0 256 0 268435456 0 0 128 128 32768 66560 524288 16950274 32 66562 67108864 128 4 65632 256 30724 280 36
is_linear=0
shrinkage=0.04


Tree=193
num_leaves=31
num_cat=10
split_feature=8 8 12 9 12 6 2 12 2 14 1 2 0 2 9 0 2 2 0 0 2 2 2 2 2 2 2 2 2 9
split_gain=1.87567 0.716945 0.900316 0.660667 0.636422 0.527973 0.508186 0.603609 0.576882 0.479403 0.453536 0.428435 0.418203 0.717197 0.390233 0.566531 0.481529 0.317606 0.350883 0.844485 0.526933 0.741946 0.394827 0.376998 0.344903 0.282185 0.26379 0.238752 0.226827 0.215693
threshold=0 1 2 3 4 5 43.500000000000007 6 10.500000000000002 7 1.5000000000000002 3.5000000000000004 40.250000000000007 53.500000000000007 8 38.20000000000001 20.500000000000004 122.50000000000001 23.500000000000004 39.07500000000001 36.500000000000007 44.500000000000007 50.500000000000007 60.500000000000007 79.500000000000014 6.5000000000000009 8.5000000000000018 29.500000000000004 59.500000000000007 9
decision_type=9 9 9 9 9 9 8 9 10 9 10 10 10 8 9 8 8 10 10 10 10 10 8 10 10 10 10 10 8 9
left_child=26 2 17 5 9 12 8 -8 11 29 -11 -4 -3 -14 25 -16 -17 18 20 22 -2 -22 -20 -23 -25 -7 -1 -27 -6 -5
right_child=1 3 6 4 28 14 7 -9 -10 10 -12 -13 13 -15 15 16 -18 -19 19 -21 21 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-3.5345841843411314e-05 3.8532794993987659e-07 0.0001606888801851126 1.7432190366703047e-06 8.5423183910733825e-06 3.7188207147956988e-05 -2.2289948281402871e-05 -3.1711138245105429e-06 2.6472286232625472e-06 1.6777242694132611e-06 5.6486523157417422e-06 -0.00015281767219946934 -1.631224874927284e-05 -6.4181752889211913e-05 2.193440358109441e-05 -0.00022879929655859475 -0.00011335035573880887 4.092923485056082e-05 7.4771979168527223e-06 -1.9331728753091633e-05 -3.7356477450750646e-06 -3.6277782221053046e-06 2.9691860368084731e-06 -0.00013837361805671129 -7.4376609011071678e-06 -3.4159818701155658e-07 0.00012596806842441185 -5.0901621954911861e-05 -1.0680913001801492e-05 3.7959652893894033e-05 2.8338430870277196e-06
leaf_weight=31 146 171 59 106 527 25 104 103 205 42 74 72 43 53 32 39 41 26 37 105 32 46 27 25 40 43 69 47 239 364
leaf_count=31 146 171 59 106 527 25 104 103 205 42 74 72 43 53 32 39 41 26 37 105 32 46 27 25 40 43 69 47 239 364
internal_value=5.78347e-05 0.000253814 -0.000589595 0.000723748 0.00117975 -0.000522772 0.000527076 -0.00101923 0.00149555 0.000174204 -0.00201575 -0.000575757 0.000676259 -0.00140206 -0.00189916 -0.00351219 -0.00197531 -0.00182626 -0.00210893 -0.00355294 -0.00125517 -0.00297222 -0.00713846 -0.00139286 -0.00333333 -0.00015873 -0.00504504 0.000879121 0.00193565 0.000748441
internal_weight=2973 2873 1027 1846 1352 494 543 207 336 586 116 131 267 96 227 112 80 484 458 169 289 143 64 111 65 115 100 90 766 470
internal_count=2973 2873 1027 1846 1352 494 543 207 336 586 116 131 267 96 227 112 80 484 458 169 289 143 64 111 65 115 100 90 766 470
cat_boundaries=0 30 57 59 61 62 63 64 65 67 69
cat_threshold=0 0 0 0 1073741824 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 0 0 0 0 8 0 32768 0 0 524288 4096 1073741840 2048 4 0 65536 1 0 2147483648 0 32768 0 2048 8192 0 0 4096 0 0 0 0 2147484032 0 16777216 0 0 16384 64 157952 34 257 24580 117856 210 1147904 8320 256 16384 1073741824 4096
is_linear=0
shrinkage=0.04


Tree=194
num_leaves=31
num_cat=8
split_feature=8 12 7 9 8 2 2 3 0 0 11 2 2 0 3 2 2 6 4 12 4 2 2 2 3 2 2 0 0 2
split_gain=1.6555 1.58476 1.54033 1.16218 0.815865 0.733202 0.731534 0.721206 0.641223 1.48018 0.690758 0.547272 0.602161 0.52904 0.477112 0.391886 0.663725 0.508952 0.488294 0.448445 0.375062 0.467816 0.372525 0.491785 0.471684 0.348834 0.457623 0.289005 0.390878 0.261695
threshold=0 1 2 3 4 7.5000000000000009 33.500000000000007 2012.5000000000002 40.250000000000007 42.960000000000008 5 14.500000000000002 27.500000000000004 35.250000000000007 1996.5000000000002 70.500000000000014 39.500000000000007 6 6050.0000000000009 7 539925000.00000012 74.500000000000014 5.5000000000000009 15.500000000000002 1995.5000000000002 50.500000000000007 83.500000000000014 42.710000000000008 31.500000000000004 19.500000000000004
decision_type=9 9 9 9 9 8 8 8 8 8 9 10 10 10 10 8 10 9 8 9 10 10 10 10 10 10 10 10 8 10
left_child=1 13 -2 5 -5 -4 14 -7 10 -10 11 -6 -13 -1 29 16 17 -12 -19 -17 21 27 -15 -24 -25 -8 -27 28 -9 -3
right_child=2 6 3 4 8 7 25 20 9 -11 15 12 -14 22 -16 19 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=9.081393469784388e-06 5.0196086777748478e-05 -3.5978999301257418e-05 0.00062680554035043424 1.5093438024866418e-05 -3.0307488462473133e-05 0.00016870946496838241 4.8937187431501639e-06 -3.4242909714111606e-05 -9.2824437351145822e-05 -2.6266514896031115e-06 2.355444806667606e-06 9.9385932862109904e-06 -1.5035633697663594e-05 -4.9613261715265935e-05 -6.1127749035601555e-05 2.0151990505938999e-05 -1.8470190320974851e-06 -0.00027317090110112507 1.892002385701916e-06 5.0907305815256908e-07 -0.00067214100516154341 7.6702494442973772e-06 4.7345422729713865e-05 1.0849160642782897e-05 -6.476982348718624e-05 -1.354274935068048e-05 -2.9019436975953817e-06 -0.00028124782602874799 -9.8749123749464614e-05 -9.0491305968498644e-08
leaf_weight=79 548 84 44 212 31 28 41 40 30 116 429 25 46 31 36 112 195 35 249 152 28 35 49 70 27 27 47 25 74 29
leaf_count=79 548 84 44 212 31 28 41 40 30 116 429 25 46 31 36 112 195 35 249 152 28 35 49 70 27 27 47 25 74 29
internal_value=-8.06708e-06 -0.0020339 0.000428398 -0.000112676 0.000297018 -0.00247018 -0.00416 -0.0034632 -5.59048e-05 -0.00255782 0.000232157 -0.00276106 -0.00105556 0.000239701 -0.00616 0.000513948 0.000123212 0.000689076 -0.000623729 0.0018717 -0.00429557 -0.00356571 -0.000966292 -0.000108843 -0.0017551 -0.00189655 -0.00352 -0.0046 -0.00368696 -0.00480702
internal_weight=2974 520 2454 1906 1632 274 264 230 1420 146 1274 102 71 256 149 1172 908 713 284 264 202 174 177 146 97 115 74 139 114 113
internal_count=2974 520 2454 1906 1632 274 264 230 1420 146 1274 102 71 256 149 1172 908 713 284 264 202 174 177 146 97 115 74 139 114 113
cat_boundaries=0 30 31 49 51 74 76 77 79
cat_threshold=1342177280 0 0 0 65536 0 262144 2147483648 1 32768 0 33554432 64 0 0 0 0 0 33558528 0 2147483776 0 0 8 0 16384 64 0 524288 4096 16893280 268435459 33 605036544 0 2 0 0 8192 2048 48 32800 128 0 268435456 67108864 0 1073745920 512 257 8196 0 8 0 0 2147483648 1 0 0 0 0 0 131076 0 512 0 0 0 0 0 2048 0 0 4194304 67108864 2147550208 266 16843010 32
is_linear=0
shrinkage=0.04


Tree=195
num_leaves=31
num_cat=10
split_feature=7 9 7 12 6 9 1 0 2 2 2 5 11 0 2 12 0 2 2 2 0 0 2 2 0 0 17 2 9 2
split_gain=1.67689 0.994344 0.587364 0.522372 0.546984 0.504319 0.483068 0.572409 0.497982 0.424683 0.563346 0.475176 0.44918 0.60391 0.401633 0.398559 0.427409 1.09455 0.372814 0.346131 0.659483 0.3166 0.25722 0.252141 0.24832 0.229109 0.21251 0.389069 0.206198 0.479111
threshold=0 1 2 3 4 5 5.5000000000000009 40.250000000000007 14.500000000000002 12.500000000000002 8.5000000000000018 4.5000000000000009 6 40.250000000000007 81.500000000000014 7 33.175000000000004 35.500000000000007 28.500000000000004 61.500000000000007 39.07500000000001 37.750000000000007 16.500000000000004 5.5000000000000009 35.600000000000009 35.250000000000007 8 6.5000000000000009 9 9.5000000000000018
decision_type=9 9 9 9 9 9 8 10 10 8 10 8 9 10 8 9 8 8 10 8 10 10 8 10 8 10 9 10 9 10
left_child=26 14 -3 4 28 22 7 25 -9 10 23 -11 19 15 18 16 17 -14 -2 20 -13 24 -6 -5 -17 -7 27 -1 -4 -30
right_child=1 2 3 9 5 6 -8 8 -10 11 -12 12 13 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00017462029063741724 -1.1497434000559939e-05 -8.4119355877160286e-06 1.5348041018176003e-06 4.5202660122398586e-07 -1.5933732765035381e-06 -5.0261816810797939e-05 0.0019223828357409893 4.885010945308802e-05 -0.00037046806981415727 -7.0745550083064644e-06 9.6318101625264903e-06 -7.2549888031255355e-06 3.3405273298001323e-06 -0.00050803156394414067 -0.00033424046421178129 -1.6635636347965493e-08 3.5153100357534559e-05 -5.4361664033894123e-06 -0.00024494547975864459 1.4103955432431671e-05 9.2817356394849423e-06 -3.7826657397831939e-06 -0.00021710319720686134 -2.1998920213829973e-05 0.0014404038918891459 2.2633411099344665e-05 0.00011424451746760499 1.2675703991650068e-05 5.280218500862537e-05 -1.5793571995720031e-05
leaf_weight=25 41 111 468 132 60 35 82 29 31 48 93 27 28 48 51 212 40 46 25 85 90 64 42 36 27 328 400 102 44 70
leaf_count=25 41 111 468 132 60 35 82 29 31 48 93 27 28 48 51 212 40 46 25 85 90 64 42 36 27 328 400 102 44 70
internal_value=4.1082e-05 -0.000410982 -0.000216878 -6.43381e-05 0.000496667 -0.000343042 0.000193799 -0.000349056 -0.00393443 -0.000745694 0.000625954 -0.00125698 -0.000976048 -0.00163866 -0.00384375 -0.00117703 -0.003072 -0.00512 -0.00620895 0.000600939 -0.000779661 -0.000343949 -0.00276106 -0.000757396 0.000316667 0.000252747 0.00205948 0.000492754 0.00136256 -0.000192
internal_weight=2920 2393 2276 2165 1189 607 505 423 60 976 261 715 667 465 117 417 114 74 66 202 117 303 102 168 239 363 527 127 582 114
internal_count=2920 2393 2276 2165 1189 607 505 423 60 976 261 715 667 465 117 417 114 74 66 202 117 303 102 168 239 363 527 127 582 114
cat_boundaries=0 17 19 35 37 38 40 43 44 45 47
cat_threshold=268435459 145 1073750016 2097152 65570 134217728 33554432 0 33554432 134217728 32800 128 16 268435456 67108864 0 1073741840 262145 8192 131072 0 67108864 0 524288 8256 0 0 0 0 0 0 0 0 0 32 83986466 2 280 0 20480 16388 0 524288 132352 8 256 6144
is_linear=0
shrinkage=0.04


Tree=196
num_leaves=31
num_cat=13
split_feature=7 4 9 12 12 12 6 4 7 0 3 0 12 7 3 3 9 12 12 0 0 3 0 0 12 3 0 1 3 0
split_gain=1.13274 0.839528 0.688191 0.852404 0.560482 0.535455 0.534139 0.735105 0.453557 0.436221 0.42849 0.434872 0.382158 0.377755 0.339451 1.45436 0.461095 0.414909 0.408418 0.358541 0.39159 0.339841 0.321087 0.332024 0.306208 0.255188 0.246454 0.245929 0.231279 0.20243
threshold=0 14831265000.000002 1 2 3 4 5 1514.5000000000002 6 35.850000000000009 2002.5000000000002 37.750000000000007 7 8 1999.5000000000002 1996.5000000000002 9 10 11 38.20000000000001 40.675000000000004 2001.5000000000002 35.250000000000007 42.960000000000008 12 2020.5000000000002 42.250000000000007 5.5000000000000009 2015.5000000000002 21.500000000000004
decision_type=9 10 9 9 9 9 9 10 9 10 10 10 9 9 8 10 9 9 9 10 10 10 8 10 9 8 10 10 10 10
left_child=2 5 4 -4 9 6 7 10 12 -1 11 -2 -6 -7 15 -15 18 21 -16 -20 -21 -18 -8 25 -10 -24 -13 -14 -12 -5
right_child=1 -3 3 29 8 13 22 -9 24 -11 28 26 27 14 16 -17 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.6262691646784513e-07 1.7335509472270195e-06 -0.00010235755254157186 -5.2179950796352532e-07 -1.1350014912065167e-05 -1.000382488445887e-06 0.00014963474638758509 -1.7669784076103546e-05 8.6145453605584392e-05 -2.8435943932640955e-05 -2.1745928251828009e-05 9.559647676276151e-05 -5.6324388679244034e-05 1.7566290727770664e-06 0.00010498263046742014 6.8563066887479348e-06 -0.00017498239657363267 -0.00030906116820847646 0.00011018964114821878 8.0816846809108166e-05 -3.3981244646378716e-05 3.4630124850568901e-05 0.00010334669897422183 -5.0099908850271073e-05 -6.8796873015443638e-05 3.201873530303693e-07 0.0012133749213490217 -7.4783622360199406e-05 -4.1435980338493787e-07 -9.2678104087524782e-05 -4.5149225264790285e-05
leaf_weight=102 54 39 106 28 171 228 39 33 112 59 33 84 278 50 192 27 80 514 35 81 28 34 38 25 121 108 34 68 25 93
leaf_count=102 54 39 106 28 171 228 39 33 112 59 33 84 278 50 192 27 80 514 35 81 28 34 38 25 121 108 34 68 25 93
internal_value=-1.36971e-06 0.000627232 -0.000981723 -0.00290756 -0.000472885 0.000761905 -0.00038843 -0.00156204 1.46858e-10 -0.00253488 -0.00242424 -0.00342197 0.000659091 0.00118438 0.000840304 -0.00169231 0.00105285 0.00167762 -0.000161383 -0.00170323 -0.00294545 -0.000512 0.00108597 0.00188372 -0.00142623 0.00261224 -0.00477311 0.00141176 0.000542373 -0.00512121
internal_weight=2919 1781 1138 227 911 1742 473 263 750 161 230 172 517 1269 1041 77 964 628 336 144 109 114 210 171 233 146 118 346 58 121
internal_count=2919 1781 1138 227 911 1742 473 263 750 161 230 172 517 1269 1041 77 964 628 336 144 109 114 210 171 233 146 118 346 58 121
cat_boundaries=0 18 20 21 22 24 25 39 41 58 60 61 62 63
cat_threshold=2 16 67117056 2097668 0 8258 131072 805437440 33619968 8224 8192 128 0 268435456 0 32 0 384 0 26784 106530 172032 67127648 2 388 0 0 67108864 4 0 0 131072 131072 0 8192 0 128 0 268435456 65568 32 131072 129 1073741824 0 2 0 0 8192 0 536870912 0 0 0 0 0 0 1073745936 0 20484 73728 73730 1065986
is_linear=0
shrinkage=0.04


Tree=197
num_leaves=31
num_cat=11
split_feature=7 14 6 12 12 3 3 2 13 7 17 4 5 3 2 12 2 12 2 2 2 7 1 1 1 2 2 2 2 2
split_gain=1.51985 0.898247 0.842073 0.823051 0.697381 1.16476 0.677362 0.437122 0.420685 0.414412 0.405181 0.555818 0.443217 0.707696 0.818491 0.39625 0.377489 0.377301 0.364595 0.627953 0.358987 0.320865 0.370822 0.319627 0.316999 0.541911 0.382754 0.304055 0.374455 0.3912
threshold=0 1 2 3 4 2013.5000000000002 2020.5000000000002 43.500000000000007 5 6 7 642496500.00000012 7.0000000000000009 2000.5000000000002 71.500000000000014 8 54.500000000000007 9 3.5000000000000004 5.5000000000000009 56.500000000000007 10 5.5000000000000009 2.5000000000000004 5.5000000000000009 19.500000000000004 8.5000000000000018 131.00000000000003 28.500000000000004 19.500000000000004
decision_type=9 9 9 9 9 8 8 8 9 9 9 10 8 10 8 9 8 9 8 10 8 9 8 8 8 10 10 8 10 10
left_child=-1 23 3 -3 9 -6 -7 15 18 -4 11 12 -11 14 -14 -8 -9 27 -5 -20 -10 -19 -23 -2 25 26 -17 28 29 -12
right_child=1 2 4 8 5 6 7 16 20 10 17 -13 13 -15 -16 24 -18 21 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019613896159610214 -2.7493040038619432e-06 0.0005359841751774409 1.5558182111793502e-06 3.1323971431513889e-05 6.9957636006596504e-05 -3.6817859816498351e-05 5.8041385355647232e-07 -1.7770264970314154e-05 0.00011669831841217616 -1.9754881917464049e-05 -1.0178845634027576e-05 8.8849632317298398e-06 -0.00018628115834653681 2.1158592772976808e-05 -9.9183831130058957e-05 5.7982739845147513e-07 -7.7392181968142645e-06 7.0185751435768777e-07 -0.0003861675125280953 -1.1514742714802857e-05 -7.9403317786620124e-05 -9.3160347380458074e-06 3.8116042854529474e-05 6.2585318183961415e-06 -5.5540749113334644e-05 2.0885644115639952e-06 -1.5775353456106699e-05 4.2016502438735181e-05 -6.4656357092823231e-06 2.3059446890433219e-05
leaf_weight=219 25 228 106 25 70 41 135 30 113 84 42 32 41 27 43 36 179 174 25 102 47 499 144 247 41 51 48 31 49 28
leaf_count=219 25 228 106 25 70 41 135 30 113 84 42 32 41 27 43 36 179 174 25 102 47 499 144 247 41 51 48 31 49 28
internal_value=-1.07997e-05 -0.000271605 -0.000514101 0.000871144 -0.000904222 -0.00198754 -0.00262633 -0.00222649 -0.000470588 -0.000366133 -0.000584232 -0.00206723 -0.00295918 -0.00460714 -0.0064 -0.00126923 -0.0036381 -0.000216769 -0.00191411 -0.00290625 0.000935673 0.000130435 -0.000287462 0.00186572 -0.0024385 -0.00161765 -0.00357647 -0.00198758 -0.00303333 -0.00112676
internal_weight=2962 2743 2471 540 1931 631 561 520 312 1300 1194 227 195 111 84 311 209 967 152 127 160 817 643 272 176 135 84 150 119 70
internal_count=2962 2743 2471 540 1931 631 561 520 312 1300 1194 227 195 111 84 311 209 967 152 127 160 817 643 272 176 135 84 150 119 70
cat_boundaries=0 12 13 14 15 17 18 35 36 37 39 47
cat_threshold=268435457 1 1107296256 0 0 2048 0 536879104 0 268435456 32 2097280 145 82 84018210 83984706 32 10 0 0 0 4 0 0 0 0 33619968 0 0 0 0 0 0 0 1073741824 50 1058816 0 32 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=198
num_leaves=31
num_cat=12
split_feature=8 11 12 3 9 2 10 2 6 2 8 9 2 2 2 1 2 2 12 3 17 2 2 2 2 3 2 2 6 12
split_gain=1.24248 0.966938 0.777861 0.530132 0.777036 0.936383 0.503065 0.719799 0.633918 0.602448 0.505271 0.453197 0.40142 0.390763 0.380276 0.379164 0.352934 0.344903 0.344409 0.411512 0.329369 0.658481 0.303649 0.30094 0.260851 0.234528 0.223689 0.212637 0.198746 0.421357
threshold=0 1 2 2014.5000000000002 3 4.5000000000000009 4 8.5000000000000018 5 19.500000000000004 6 7 442.50000000000006 15.500000000000002 35.500000000000007 5.5000000000000009 23.500000000000004 8.5000000000000018 8 1993.5000000000002 9 8.5000000000000018 26.500000000000004 18.500000000000004 39.500000000000007 2003.5000000000002 42.500000000000007 11.500000000000002 10 11
decision_type=9 9 9 8 9 10 9 8 9 10 9 9 8 10 8 8 10 8 9 10 9 8 10 10 10 10 10 10 9 9
left_child=12 22 11 -4 5 -5 8 -8 9 15 14 13 18 17 23 -6 -7 -3 25 -20 21 -13 -2 -10 -15 26 27 -1 -22 -30
right_child=1 2 3 4 6 16 7 -9 10 -11 -12 20 -14 24 -16 -17 -18 -19 19 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.2902815407985624e-05 -4.7613996869404384e-06 -2.3069174497657122e-06 9.919594695417371e-06 0.0041378820463111804 -2.7705327270130782e-05 -0.00019291080466141922 -1.548423029360462e-05 0.00075567678022523419 -5.7412548218720661e-06 -8.431819577967386e-05 2.5354956761413593e-06 -3.5571587403730104e-05 -8.6290311362108014e-05 2.0175184255081417e-05 -1.6679275456501933e-06 0.00096434120254863397 -1.1610430529049415e-05 -0.00017365713665025887 -2.3310905633768456e-06 1.9020701040328948e-05 7.8967803847101324e-06 2.5839856257903194e-06 -2.7196225959469856e-05 2.56053316775251e-06 -3.6778393643428203e-06 -5.6698598841550639e-05 6.4906406461895495e-06 -6.3745154395705151e-06 1.0059117844723627e-06 4.5382382803182963e-06
leaf_weight=35 46 40 128 28 41 49 25 106 86 37 393 35 25 28 161 26 40 25 207 71 271 182 58 76 29 29 31 35 230 398
leaf_count=35 46 40 128 28 41 49 25 106 86 37 393 35 25 28 161 26 40 25 207 71 271 182 58 76 29 29 31 35 230 398
internal_value=-9.28666e-05 0.000247941 0.000415542 -0.000311516 -0.000606174 -0.00353125 -0.000203742 0.002 -0.000577617 -0.00333913 -0.000132049 0.00111449 -0.00204504 -0.00114286 -0.00128144 -0.00135294 -0.00582222 -0.00333333 -0.00177995 -0.000858131 0.00137001 -5.26314e-05 -0.00333913 4.90799e-05 0.00117241 -0.00340426 -0.00270588 -0.00394366 0.00170989 0.00211581
internal_weight=2971 2538 2434 1196 1068 117 951 131 820 104 716 1238 433 122 323 67 89 65 408 278 1116 217 104 162 57 130 101 70 899 628
internal_count=2971 2538 2434 1196 1068 117 951 131 820 104 716 1238 433 122 323 67 89 65 408 278 1116 217 104 162 57 130 101 70 899 628
cat_boundaries=0 26 28 29 31 32 33 62 64 65 66 67 68
cat_threshold=268435472 8 4 0 2147483648 1 262144 0 1 32768 0 0 64 0 0 0 0 0 33554432 0 256 0 0 8 0 49152 67108867 2147557376 83961922 1 132 256 192 0 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 384 16384 131074 40 132 73728
is_linear=0
shrinkage=0.04


Tree=199
num_leaves=31
num_cat=13
split_feature=8 7 12 12 12 2 13 9 2 0 2 2 2 5 2 7 2 8 2 0 12 6 0 17 1 2 1 9 2 2
split_gain=2.00057 0.989537 0.75261 0.724423 0.680772 0.555606 0.450545 0.619211 0.739633 0.421129 1.31556 0.6119 0.381683 0.355931 0.302586 0.274663 0.290686 0.481904 0.28327 0.284202 0.267841 0.594105 0.439931 0.375136 0.41637 0.343627 1.00814 0.312704 0.282585 0.261663
threshold=0 1 2 3 4 70.500000000000014 5 6 39.500000000000007 33.175000000000004 34.500000000000007 30.500000000000004 14.500000000000002 1.0000000180025095e-35 442.50000000000006 7 155.00000000000003 8 99.000000000000014 37.250000000000007 9 10 42.250000000000007 11 4.5000000000000009 19.500000000000004 5.5000000000000009 12 3.5000000000000004 26.500000000000004
decision_type=9 9 9 9 9 10 9 9 10 8 10 10 8 10 8 9 10 9 10 10 9 9 10 9 10 10 8 9 10 8
left_child=2 3 -1 -2 6 9 -3 29 13 10 -5 -11 -4 -9 -14 -6 17 -17 20 -20 23 25 28 24 -19 -22 -27 -25 -23 -8
right_child=1 4 12 5 15 -7 7 8 -10 11 -12 -13 14 -15 -16 16 -18 18 19 -21 21 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-1.1577809150638969e-07 9.7948053812697831e-07 1.8504938415107159e-06 -7.1222288779879529e-05 4.125233163236429e-06 0.00054975923877715227 -1.6300791833394104e-05 4.6367729324261981e-06 0.00012013868502377466 -0.00026798212361972817 -4.1075540378359087e-05 -2.2945068778478017e-06 1.728701470955864e-05 -4.4286357376776227e-06 -2.2669224714491036e-05 -0.00011644407153107547 0.00018225101742225187 2.3917280292301852e-05 0.00073449224127731681 -4.9782147547081492e-06 4.0795781736644545e-05 6.7291058540217678e-06 0.00041501032760037055 -0.0010808967488232647 7.4353482670334807e-07 -1.3082149890650249e-05 8.583135953169901e-07 -1.9899043820602549e-05 4.0225436919703205e-05 -8.829438417440269e-05 -1.7263343735131183e-05
leaf_weight=113 223 147 90 91 235 45 114 44 29 117 51 25 93 35 25 135 89 26 38 27 130 37 30 295 128 79 35 198 95 116
leaf_count=113 223 147 90 91 235 45 114 44 29 117 51 25 93 35 25 135 89 26 38 27 130 37 30 295 128 79 35 198 95 116
internal_value=-7.49317e-05 0.000295619 -0.003 -0.00119361 0.000698505 -0.00236471 -0.000604839 -0.00139828 -0.00376471 -0.00176842 -0.000223776 -0.0033007 -0.00442009 -0.00205 -0.00309244 0.00110076 0.000863267 0.000711324 0.000418069 -0.00212121 0.000580645 -0.000230216 -0.00203468 0.00107599 -0.000630303 0.00100392 -0.000556522 0.00161111 -0.00114286 -0.000165975
internal_weight=2935 2614 321 552 2062 329 485 338 108 284 142 142 208 79 118 1577 1342 1253 1118 65 1053 406 162 647 154 244 114 493 132 230
internal_count=2935 2614 321 552 2062 329 485 338 108 284 142 142 208 79 118 1577 1342 1253 1118 65 1053 406 162 647 154 244 114 493 132 230
cat_boundaries=0 30 46 47 48 49 50 52 69 88 90 91 92 94
cat_threshold=1342177280 0 4 0 2147483648 1 0 2147483648 1 0 0 0 8256 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 49152 64 0 524288 4096 131074 16 603979776 526852 524288 134217730 131072 805306368 0 0 0 0 0 0 0 32 68960 83970368 149600 4 0 18464 268435456 1 0 0 32 64 0 8192 2048 0 0 128 0 0 0 0 4112 0 8 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 0 0 4096 16843778 32 392 40 0 6160
is_linear=0
shrinkage=0.04


Tree=200
num_leaves=31
num_cat=12
split_feature=8 4 8 12 3 3 11 9 12 12 4 17 3 12 1 1 3 12 1 0 0 1 4 0 0 0 4 0 13 12
split_gain=1.53481 1.38979 0.801057 0.573091 0.947071 0.568836 0.798936 0.51896 0.919244 0.735849 0.618596 0.336481 0.272531 0.267593 0.367057 0.294888 0.262036 0.334635 0.256236 0.240152 0.404135 0.332678 0.234287 0.167339 0.164408 0.151121 0.257137 0.304018 0.203494 0.145766
threshold=0 850.00000000000011 1 2 2016.5000000000002 2024.5000000000002 3 4 5 6 20282.500000000004 7 2004.5000000000002 8 2.5000000000000004 4.5000000000000009 2011.5000000000002 9 5.5000000000000009 27.750000000000004 35.850000000000009 5.5000000000000009 5081865000.000001 35.850000000000009 44.07500000000001 40.675000000000004 3425710000.0000005 46.250000000000007 10 11
decision_type=9 8 9 9 8 8 9 9 9 9 10 9 10 9 10 10 10 9 8 10 10 10 8 8 10 10 10 10 9 9
left_child=1 -1 24 -3 -5 6 16 8 22 10 19 13 -8 15 -15 -11 17 -4 -6 21 -21 -9 -7 -24 -2 28 27 -27 29 -13
right_child=2 3 5 4 18 7 12 9 -10 11 -12 25 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00027749084474407599 0.00038781917768919205 1.2779157962261041e-05 -1.9906331597257524e-06 -0.00011515592125774192 -1.5915149313449608e-05 0.00015362921972944483 1.316633600740334e-05 -8.987679636024306e-07 -1.4990051490095728e-05 0.0029861832579714232 -0.00025059336902044128 -5.1194302811630635e-07 -2.3109761447567849e-05 -0.00020827682052861789 -1.0873759218338992e-05 -1.9351977624219311e-06 6.3651113380518967e-05 2.6527150634000457e-05 4.8376931797521302e-05 -0.00030874276397664093 -1.0274215389635115e-05 5.9127414674381125e-06 9.576110067326111e-06 -8.2818370865042736e-06 -2.1924184966770066e-05 -0.00039976282870398208 5.3197881814422588e-05 3.3897240869103184e-05 1.2063564817918938e-05 5.9512713612998546e-07
leaf_weight=25 182 114 100 32 142 30 67 85 187 50 27 110 116 45 153 105 136 119 30 25 98 27 40 68 29 38 29 37 185 520
leaf_count=25 182 114 100 32 142 30 67 85 187 50 27 110 116 45 153 105 136 119 30 25 98 27 40 68 29 38 29 37 185 520
internal_value=-9.34958e-05 -0.00256497 0.000241314 -0.00190596 -0.00308837 2.82394e-05 0.00117254 -0.000303226 -0.00172619 1.03561e-05 -0.00187546 0.000411536 -0.000969072 -0.000626373 -0.00156938 0.00060241 0.00224044 0.00143636 -0.00203468 -0.00127119 -0.00248387 7.07966e-05 0.000751678 -7.33943e-05 0.00254054 0.000812903 -0.000609524 -0.00184211 0.0010049 0.000624025
internal_weight=2951 343 2608 318 204 2397 538 1859 325 1534 262 1272 183 353 198 155 355 219 172 235 123 112 138 108 211 919 104 75 815 630
internal_count=2951 343 2608 318 204 2397 538 1859 325 1534 262 1272 183 353 198 155 355 219 172 235 123 112 138 108 211 919 104 75 815 630
cat_boundaries=0 30 60 61 62 64 65 66 67 69 70 71 73
cat_threshold=268435472 2056 0 0 0 0 0 0 1 0 0 0 10304 0 0 0 0 0 33554432 0 0 0 0 8 0 16384 64 0 524288 4096 1073741824 0 4 0 0 0 0 0 0 0 0 133124 0 1048576 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 8192 17974368 16388 257 16388 74786 140320 56 68157442 32 65538 6 0 34
is_linear=0
shrinkage=0.04


Tree=201
num_leaves=31
num_cat=6
split_feature=7 9 11 11 2 2 3 2 4 2 2 17 2 0 0 5 1 2 2 2 5 3 1 3 2 0 2 6 2 3
split_gain=1.99966 1.9567 0.92188 0.857624 0.626077 0.54856 0.574305 0.635394 0.545284 0.663265 0.541861 0.503772 0.623097 0.428112 0.732979 0.406369 0.435241 0.603508 0.371161 0.370354 0.325688 0.424697 0.363582 0.325639 0.431172 0.283666 0.272907 0.24205 0.229611 0.216939
threshold=0 1 2 3 6.5000000000000009 4.5000000000000009 2015.5000000000002 18.500000000000004 3681544000.0000005 414.00000000000006 1.5000000000000002 4 39.500000000000007 36.900000000000006 33.175000000000004 5.5000000000000009 5.5000000000000009 16.500000000000004 10.500000000000002 44.500000000000007 1.5000000000000002 2005.5000000000002 5.5000000000000009 1993.5000000000002 54.500000000000007 30.500000000000004 57.500000000000007 5 298.50000000000006 2009.5000000000002
decision_type=9 9 9 9 8 10 8 10 10 10 10 9 10 8 10 8 8 10 8 10 8 10 10 10 10 10 10 9 10 10
left_child=25 3 26 11 -5 10 7 -7 9 18 -4 20 -13 14 -8 -15 17 -17 -6 -14 -2 22 -22 -20 -25 -1 -3 -27 29 -21
right_child=1 2 5 4 8 6 13 -9 -10 -11 -12 12 19 15 -16 16 -18 -19 23 28 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=1.1526279628931922e-07 2.1723669374134617e-06 -1.7606255538771238e-06 -9.313654845861412e-05 -4.3413534066181259e-05 2.495890937081402e-05 0.001620739887267672 -8.5879710868355295e-06 -6.7877969416047586e-05 -0.00011415701910394996 -4.3189680260177909e-05 6.5820035442953046e-05 3.1393981921727174e-06 -2.7551234743731505e-06 -1.3033124301296234e-05 0.003770191021773226 -8.8467421316245013e-05 -0.00019394241099716602 -4.7493313795895031e-05 1.2625834553333397e-06 5.796046527419733e-07 -2.9043587808126824e-06 6.2845766559941593e-05 -0.00014107640388835201 -9.6518803933660325e-05 0.00010421570947668705 6.579640010514081e-06 0.00026824933309474908 0.000578493172948511 9.4508334816628697e-05 -2.8591883961071188e-05
leaf_weight=56 74 118 50 62 37 28 88 53 27 50 66 611 56 53 30 52 31 67 322 321 110 38 29 37 27 122 29 267 27 27
leaf_count=56 74 118 50 62 37 28 88 53 27 50 66 611 56 53 30 52 31 67 322 321 110 38 29 37 27 122 29 267 27 27
internal_value=-0.000114632 -0.000553141 -0.00239645 0.000117899 -0.00117277 -0.00319093 -0.00395037 -0.000926829 -0.000718563 -0.000396624 -0.000820513 0.000684049 0.00107123 -0.00470807 -0.0027563 -0.00582353 -0.00688742 -0.0057 0.000122642 -8.33332e-05 -0.000900763 -0.00186517 -0.00288571 -0.000248062 -0.00283077 0.00232456 0.00043038 0.00275897 0.000372341 9.16907e-05
internal_weight=2965 2520 665 1855 562 518 402 81 500 473 116 1293 1042 321 118 203 150 119 423 431 251 177 139 386 64 445 147 389 375 348
internal_count=2965 2520 665 1855 562 518 402 81 500 473 116 1293 1042 321 118 203 150 119 423 431 251 177 139 386 64 445 147 389 375 348
cat_boundaries=0 17 19 22 24 25 26
cat_threshold=268435457 33 1048576 2097156 32 0 0 8192 0 0 32800 64 75497472 268435456 0 0 1073746064 1073741824 6320 32768 1024 524288 16420 1048576 24 128
is_linear=0
shrinkage=0.04


Tree=202
num_leaves=31
num_cat=12
split_feature=8 7 12 4 12 4 7 7 8 3 3 3 0 0 3 4 12 8 0 0 18 5 4 0 0 15 12 0 0 3
split_gain=2.05411 0.957725 0.949102 0.643398 0.664633 0.601779 0.494529 0.465409 0.460175 0.398997 0.776884 0.300806 0.289714 0.315129 0.321309 0.283636 0.383825 0.323261 0.346478 0.277822 0.262105 0.245221 0.229787 0.194519 0.190219 0.353676 0.185577 0.222942 0.176469 0.305744
threshold=0 1 2 5081865000.000001 3 1950.0000000000002 4 5 6 2016.5000000000002 2020.5000000000002 2021.5000000000002 48.175000000000004 42.960000000000008 2011.5000000000002 1300.0000000000002 7 8 36.400000000000006 36.400000000000006 9 2.5000000000000004 1050.0000000000002 18.500000000000004 35.850000000000009 10 11 15.500000000000002 39.07500000000001 2004.5000000000002
decision_type=9 9 9 10 9 10 9 9 9 8 8 8 10 8 10 10 9 9 8 10 9 8 8 10 10 9 9 10 10 10
left_child=2 -2 -1 4 7 11 19 -3 26 -8 -11 28 13 14 22 16 17 -12 -19 23 -18 -22 -10 -6 -24 -26 27 -9 -4 -30
right_child=1 3 5 -5 6 -7 9 8 12 10 15 -13 -14 -15 -16 -17 20 18 -20 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=4.2035222786503106e-05 0.00018927661941561377 -4.8659612707174123e-06 -0.00013535951638375215 -0.00010537023443676258 -4.9008059621021649e-06 2.1380154150146564e-06 1.652373323042548e-05 -1.4812393081803805e-07 0.00012652332034523235 -2.6130828209830875e-05 1.1259836917865725e-06 -4.3656359663151343e-05 -7.9290655461014968e-05 0.00010496880306659108 0.0012627245166841215 -4.8086801094727236e-05 0.00211628930087917 -9.1250493378795605e-05 3.1479368433025775e-05 -0.00010231594222781575 9.2432361770127038e-05 -4.4519875877688881e-06 1.621284777050372e-06 1.0012079888505453e-05 -2.9872913022465955e-05 5.755283948893283e-06 2.2645934393270774e-06 5.3245343928818179e-06 -3.1339408942403669e-05 4.7724533197436763e-05
leaf_weight=123 355 101 36 58 35 31 88 58 39 39 156 201 33 62 71 42 40 42 140 39 25 313 92 33 242 155 180 42 29 32
leaf_count=123 355 101 36 58 35 31 88 58 39 39 156 201 33 62 71 42 40 42 140 39 25 313 92 33 242 155 180 42 29 32
internal_value=-0.000215479 0.000240867 -0.00266091 -8.42695e-05 3.28822e-05 -0.00377647 -0.00070987 0.000718232 0.000990863 -0.000379464 -0.000666667 -0.00444147 0.000419858 0.000610272 0.000326667 -0.000379446 -0.000189679 0.00077937 -0.000373057 -0.00315254 -0.00104884 -0.00143953 -1.51227e-05 -0.00185507 -0.000253061 -0.000633166 0.00233677 0.000720721 -0.00257143 -0.00122581
internal_weight=2932 2480 452 2125 2067 329 992 1075 974 885 797 298 694 661 599 758 716 338 182 107 378 338 528 68 489 397 280 100 97 61
internal_count=2932 2480 452 2125 2067 329 992 1075 974 885 797 298 694 661 599 758 716 338 182 107 378 338 528 68 489 397 280 100 97 61
cat_boundaries=0 30 44 45 46 63 80 103 105 128 129 130 131
cat_threshold=1342177296 12 4 0 2147483648 0 0 0 0 32768 0 2048 8256 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 16384 64 0 524288 4096 268435459 1 538189824 2097152 34 0 0 8192 2048 32 32 0 16 268435456 166176 67224834 0 128 67108864 4 0 0 0 805306368 0 0 0 0 0 0 0 0 16 0 0 0 2048 0 0 0 0 65536 0 0 0 0 0 0 32 128 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 128 0 20971520 16787520 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 4 67108864 67175424
is_linear=0
shrinkage=0.04


Tree=203
num_leaves=31
num_cat=13
split_feature=8 12 8 2 2 11 8 4 17 5 0 2 17 2 12 13 12 2 2 12 11 2 1 4 6 0 2 2 4 4
split_gain=1.68297 0.952704 0.764433 1.06918 0.891031 0.69286 0.759789 0.59512 0.570447 0.511156 0.507235 0.361328 0.356949 0.989071 0.509594 0.40212 0.761827 0.645013 0.594281 0.586843 0.432182 0.299792 0.290104 0.282067 0.280296 0.275254 0.646688 0.274034 0.272896 0.504912
threshold=0 1 2 29.500000000000004 61.500000000000007 3 4 481.00000000000006 5 1.0000000180025095e-35 44.07500000000001 8.5000000000000018 6 8.5000000000000018 7 8 9 43.500000000000007 54.500000000000007 10 11 9.5000000000000018 4.5000000000000009 22.000000000000004 12 24.500000000000004 24.500000000000004 16.500000000000004 581475000.00000012 48265265000.000008
decision_type=9 9 9 8 10 9 9 10 9 10 10 8 9 8 9 9 9 8 8 9 9 8 10 10 9 10 10 10 8 8
left_child=1 11 7 9 -5 -2 -7 21 10 -4 28 -1 13 -10 24 19 -17 -18 -19 25 -21 -3 -15 -24 -14 -16 -27 -23 -8 -30
right_child=5 2 3 4 -6 6 8 -9 12 -11 -12 -13 14 22 15 16 17 18 -20 20 -22 27 23 -25 -26 26 -28 -29 29 -31
leaf_value=-2.3523520294841853e-05 1.907806162314921e-05 0.00010722279808540768 -6.1384249534336655e-05 5.8201856493323192e-05 -2.6588254605775302e-05 1.0282821596847783e-05 -7.0411198426219399e-05 -3.6746097360560976e-05 -0.00014634407317101107 -7.9128451941451807e-06 7.5844549159960399e-05 7.3834966382824613e-06 2.2719339403142328e-06 0.0034614797858030389 -6.8869617551498106e-07 2.404796483573647e-06 3.3008496309778901e-07 -2.0262124227598515e-05 -6.5580839863343951e-06 1.0266240416641242e-05 -7.6598379036951856e-07 -2.8030532396378063e-05 -1.6280743951448602e-05 9.9133008485920423e-05 2.7166858895008583e-06 -7.2495190151491669e-05 -9.9631991287550748e-06 2.4592910343868664e-06 8.0369612248622625e-05 -2.0638918615519167e-05
leaf_weight=27 467 51 76 37 41 136 25 26 50 32 39 110 148 27 44 260 219 25 99 101 161 27 79 41 325 32 30 61 27 110
leaf_count=27 467 51 76 37 41 136 25 26 50 32 39 110 148 27 44 260 219 25 99 101 161 27 79 41 325 32 30 61 27 110
internal_value=1.77234e-05 -0.0021002 -0.00319337 -0.00495431 -0.00162025 0.000447883 0.000116642 -0.00102273 -0.000103616 -0.00777982 -0.0020566 0.00072973 0.0001477 -0.00140385 0.000368385 -0.000158859 0.00047557 -0.000757062 -0.003072 -0.00118206 -0.000117216 -2.85713e-05 0.000189189 -0.000661157 0.00142975 -0.00355556 -0.0055873 -0.0014382 -0.0031411 -0.0024058
internal_weight=2933 488 351 186 78 2445 1978 165 1842 108 201 137 1641 197 1444 971 603 343 124 368 262 139 147 120 473 106 62 88 162 137
internal_count=2933 488 351 186 78 2445 1978 165 1842 108 201 137 1641 197 1444 971 603 343 124 368 262 139 147 120 473 106 62 88 162 137
cat_boundaries=0 30 32 62 65 95 96 97 98 99 100 101 102 103
cat_threshold=1342177296 0 4 0 3221225472 1 262144 2147483648 0 32768 0 133120 2048 0 0 0 0 0 0 0 2147483648 0 0 8 0 32768 64 0 524288 4096 16975104 32 16 0 0 0 0 1 262144 0 0 32768 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 2147532800 1049632 528384 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 0 0 4194304 0 0 0 0 0 0 8192 35 8 17474 12 16818464 16810240 4 132
is_linear=0
shrinkage=0.04


Tree=204
num_leaves=31
num_cat=12
split_feature=7 8 7 4 0 12 9 2 0 7 2 12 7 0 11 2 4 2 2 8 6 2 7 0 2 0 0 2 0 0
split_gain=2.06614 1.15272 1.01778 0.980126 0.648822 0.668818 0.954125 1.18378 0.899084 0.873641 1.02907 0.643946 0.551405 0.464954 0.462359 0.434996 0.419304 0.415597 0.376263 0.421601 0.343551 0.40228 0.396129 1.0795 0.339724 0.886883 0.299323 0.267666 0.303047 0.456384
threshold=0 1 2 6670500000.000001 52.740000000000002 3 4 5.5000000000000009 40.250000000000007 5 99.000000000000014 6 7 40.250000000000007 8 4.5000000000000009 481.00000000000006 403.00000000000006 689.50000000000011 9 10 18.500000000000004 11 15.500000000000002 39.500000000000007 35.850000000000009 32.500000000000007 81.500000000000014 30.500000000000004 36.900000000000006
decision_type=9 9 9 8 8 9 9 10 8 9 8 9 9 10 9 10 10 8 8 9 9 10 9 10 10 10 10 8 10 10
left_child=3 11 -3 16 5 9 7 -7 20 10 -4 13 14 26 -5 -14 -1 24 19 -13 -8 -22 -23 -24 25 -16 -2 28 -11 -30
right_child=1 2 4 12 -6 6 8 -9 -10 27 -12 18 15 -15 17 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.7580625428661126e-05 -1.3496230000148749e-06 0.00040954975832756827 1.4105123025031184e-07 1.5657008229078368e-05 -3.5206473488482405e-05 5.5588372082968498e-05 0.0003537953899427329 -8.4876689181672497e-05 -0.00049005792659522829 3.0079065102515804e-06 -4.7885917580216398e-05 8.1757278775717249e-06 -5.0166179815604877e-05 8.9174002158431823e-06 3.6578581103008975e-06 -1.3607743647783489e-05 -0.00013515231804981905 0.00013578443195326237 -0.00031976952943409327 -4.7790874058390341e-06 -8.3323139266490252e-06 8.8677454365215566e-07 -4.7750670056858509e-06 9.6044378458782519e-06 -2.3494828164393615e-05 -0.00014830759539128006 -3.1271179046013807e-05 0.00042588445981862308 -0.00021911763392534652 2.5775838563061806e-05
leaf_weight=26 25 229 161 116 29 30 121 78 55 129 34 123 26 29 35 201 58 26 38 168 171 101 34 93 39 25 54 176 38 489
leaf_count=26 25 229 161 116 29 30 121 78 55 129 34 123 26 29 35 201 58 26 38 168 171 101 34 93 39 25 54 176 38 489
internal_value=-0.000220419 0.000289735 0.000703386 -0.00240142 0.000363429 0.000467563 -0.000501441 -0.00376471 0.000170649 0.00110597 -0.00126214 -0.00154464 -0.00172281 -0.00410084 -0.000301587 -0.00307563 -0.0064 -0.00191176 -0.0006 -0.000123288 0.000690979 8.7805e-05 0.00118777 -0.000376811 -0.00324 -0.00131148 -0.00605 0.00167023 0.00131507 0.000886364
internal_weight=2957 2405 1968 552 1739 1710 683 108 575 1027 195 437 468 108 241 227 84 125 329 291 520 399 228 127 99 60 79 832 656 527
internal_count=2957 2405 1968 552 1739 1710 683 108 575 1027 195 437 468 108 241 227 84 125 329 291 520 399 228 127 99 60 79 832 656 527
cat_boundaries=0 16 43 61 63 65 83 85 99 102 123 124 133
cat_threshold=131072 0 603987968 2621444 524288 8256 33554432 805306368 33556480 268443680 8192 0 0 268435456 67108864 32 16 2052 0 0 0 0 262144 0 0 0 0 2048 2048 512 0 0 0 0 33554432 0 256 0 0 8 0 49152 64 268435458 17 1048576 0 2 0 0 8192 0 0 32800 0 0 0 0 0 1073745920 256 115970 32 1 24704 0 0 1073741824 0 0 0 0 131072 65536 0 0 0 0 0 0 0 0 128 212992 32 0 0 67108864 2097152 0 0 0 0 33556480 8224 8192 0 0 268435456 16388 0 524288 0 4 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 256 6 0 0 0 0 0 0 0 131072 65536
is_linear=0
shrinkage=0.04


Tree=205
num_leaves=31
num_cat=10
split_feature=8 7 8 7 12 2 0 12 0 12 2 0 2 11 6 7 2 2 2 0 2 2 2 2 2 0 2 2 5 5
split_gain=2.44687 0.93096 0.9178 0.719007 0.747663 1.30025 0.634177 0.580215 0.511271 0.407531 0.482923 0.399906 0.376941 0.338203 0.723731 0.438107 0.420596 0.554347 0.429742 0.409983 0.279965 0.259197 0.244517 0.539999 0.367587 0.446906 0.242709 0.216826 0.214122 0.207352
threshold=0 1 2 3 4 59.500000000000007 31.500000000000004 5 35.600000000000009 6 19.500000000000004 23.500000000000004 39.500000000000007 7 8 9 151.50000000000003 21.500000000000004 30.500000000000004 39.07500000000001 39.500000000000007 321.00000000000006 8.5000000000000018 27.500000000000004 59.500000000000007 39.07500000000001 7.5000000000000009 88.500000000000014 9.0000000000000018 1.0000000180025095e-35
decision_type=9 9 9 9 9 8 8 9 10 9 8 10 10 9 9 9 8 10 10 10 10 8 10 10 10 10 10 10 8 10
left_child=7 -2 -3 9 5 8 -7 -1 -5 10 11 -4 -12 15 -15 19 17 26 -19 20 -6 -8 -9 -24 -25 -26 -16 -14 -17 -11
right_child=1 2 3 4 13 6 21 22 -10 29 12 -13 27 14 16 28 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-8.6477824947303074e-06 -1.4627961107960049e-05 5.7398718697226447e-06 1.3397642586133931e-06 3.016930144358322e-06 2.8331881095801576e-06 -0.00024326744041639677 -0.00037760237402367645 -4.831807073362981e-05 -2.2280347179002835e-05 2.9544097901614362e-06 2.6672591513226404e-06 -2.7645626400729122e-05 -2.1714978592564357e-06 6.4148642006008343e-05 -3.9112647926789716e-05 -2.1194103655740398e-07 9.5998134700024421e-05 -0.00011452368411102796 -3.6845062528419844e-05 -3.8755906383381853e-05 -6.9048492434594461e-07 -2.8699077759927269e-05 -4.9264081468601899e-05 9.266660413891477e-07 -8.8686201937354585e-05 -3.5043996685482966e-06 2.3948912797050366e-05 1.3991874910803482e-06 5.7338581133725552e-05 -3.8433406469455873e-06
leaf_weight=105 103 392 41 94 48 31 41 57 247 332 75 32 63 123 32 119 81 26 55 36 38 52 61 31 27 38 53 28 435 35
leaf_count=105 103 392 41 94 48 31 41 57 247 332 75 32 63 123 32 119 81 26 55 36 38 52 61 31 27 38 53 28 435 35
internal_value=8.32198e-05 0.000491041 0.000649206 0.00031391 -0.000155059 -0.00147059 -0.004992 -0.00316364 -0.000222222 0.00146515 0.000144 -0.00254054 0.00134132 0.000438978 -0.000524934 0.000966521 -0.00175194 -0.00297006 -0.00531707 -0.00114286 0.000275862 -0.0032766 -0.00437333 -0.0053924 -0.00346392 -0.00515151 -0.000697674 -0.000391304 0.00144425 0.0022963
internal_weight=2931 2612 2509 2117 1511 465 124 319 341 606 239 73 166 1046 370 676 247 166 81 122 86 93 214 157 96 65 85 91 554 367
internal_count=2931 2612 2509 2117 1511 465 124 319 341 606 239 73 166 1046 370 676 247 166 81 122 86 93 214 157 96 65 85 91 554 367
cat_boundaries=0 30 48 78 95 96 97 99 102 103 110
cat_threshold=0 8 4 0 2147549184 0 0 2147483648 0 32768 0 33556480 8256 0 0 0 0 0 33554432 0 0 0 0 8 0 32768 0 0 524288 4096 131072 0 0 2097152 0 64 0 0 0 0 8192 256 0 0 67108864 0 0 128 0 0 0 134217728 8192 1 0 0 1 0 0 4 2048 1048576 0 0 0 0 0 10240 128 0 4194304 0 0 0 64 0 0 8192 268435459 1 67108864 512 0 0 0 139264 33622016 32 32 128 0 0 0 0 1073741840 1220896 99616 215296 32 16420 0 524288 74 0 0 1048576 4 0 0 131072
is_linear=0
shrinkage=0.04


Tree=206
num_leaves=31
num_cat=12
split_feature=7 7 2 8 12 3 8 4 16 1 12 2 16 2 2 2 7 4 12 2 2 2 2 2 2 4 2 3 6 12
split_gain=1.56317 1.27526 1.51043 0.866897 0.646845 0.599113 0.579032 0.436031 0.50535 0.641474 0.435786 0.588468 0.425004 0.376455 0.384615 0.345653 0.339966 0.352408 0.335987 0.84725 0.962304 0.410648 0.321683 0.284118 0.260743 0.686116 0.502096 0.39148 0.458311 0.587314
threshold=0 1 22.500000000000004 2 3 2013.5000000000002 4 141.00000000000003 5 5.5000000000000009 6 7.5000000000000009 7 13.500000000000002 7.5000000000000009 44.500000000000007 8 456.00000000000006 9 4.5000000000000009 11.500000000000002 58.500000000000007 47.500000000000007 62.500000000000007 63.500000000000007 19000.000000000004 41.500000000000007 2007.5000000000002 10 11
decision_type=9 9 8 9 9 8 9 10 1 8 9 8 1 10 10 10 9 8 9 8 10 10 8 10 8 10 10 8 9 9
left_child=-1 2 12 18 7 -4 -6 8 10 15 -5 -12 13 14 -2 -10 -8 -18 -3 -20 -21 -22 -13 -7 26 -26 27 -19 29 -29
right_child=1 3 5 4 6 23 16 -9 9 -11 11 22 -14 -15 -16 -17 17 24 19 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00011608604561180226 3.0754343468829608e-05 -2.9282933155083815e-06 -0.00010301591243125729 9.8148349646509827e-06 0.00028027502626452747 -1.1317748979327325e-05 2.3509361790324247e-06 -3.319347570284929e-05 -5.3471505971779435e-06 1.5349344596599342e-06 -5.6591628733570382e-05 4.8318876616774423e-05 6.0417289437672934e-05 3.4907310892095125e-05 -0.00015813840069987763 4.2915255445453855e-08 1.3592577460575598e-05 0.00014637162832200403 0.00016754415728853552 -0.0002087484672034181 -5.7884055755082214e-06 -3.6635192983465807e-05 -3.5961993744266349e-05 -1.309688076184434e-05 1.7251320912947677e-06 -0.0001123996679455036 -1.6244685412074818e-06 1.9125518285779465e-06 4.4193339599390795e-07 -4.2975577418444819e-05
leaf_weight=204 39 101 30 127 108 35 304 77 120 55 27 66 28 27 41 47 55 70 28 31 46 40 53 33 282 56 117 110 518 108
leaf_count=204 39 101 30 127 108 35 304 77 120 55 27 66 28 27 41 47 55 70 28 31 46 40 53 33 282 56 117 110 518 108
internal_value=-4.95977e-05 -0.000302509 -0.00306557 -3.75438e-05 0.000207702 -0.00694949 0.000593445 -0.000946827 -0.000524193 -0.00193722 0.000627737 -0.000866242 -0.000441176 -0.00159259 -0.00296296 -0.00316667 0.000392397 0.000108516 -0.00224124 -0.00346154 -0.00518644 -0.00294253 0.0003 -0.00475362 -2.8526e-05 0.000920354 -0.000376623 -1.98264e-05 -0.00029308 -0.00178166
internal_weight=2983 2779 233 2546 2300 98 1728 572 495 222 273 146 135 107 80 167 1620 1316 246 145 117 86 119 68 1261 338 923 806 736 218
internal_count=2983 2779 233 2546 2300 98 1728 572 495 222 273 146 135 107 80 167 1620 1316 246 145 117 86 119 68 1261 338 923 806 736 218
cat_boundaries=0 17 34 64 66 86 87 88 89 106 108 109 110
cat_threshold=268435457 1 0 270848 0 0 0 8192 0 402653184 0 0 343932944 0 0 0 16 0 268435472 1074790400 2097152 0 8194 0 805306368 33554432 0 0 0 0 0 67108864 32 128 268435472 2056 0 0 0 0 0 2147483648 0 32768 0 2048 64 0 0 0 0 0 0 0 2147483648 0 0 0 0 49152 64 0 524288 4096 16924768 2 0 4 0 134217728 0 0 0 0 0 0 0 4 0 1048576 0 0 0 0 0 8192 2 16908320 2 0 128 536870912 4 32 0 0 0 67584 32 0 0 0 0 0 0 1073745920 33888 32 148 65538
is_linear=0
shrinkage=0.04


Tree=207
num_leaves=31
num_cat=12
split_feature=7 8 7 9 12 8 4 2 4 12 10 11 2 6 2 2 6 2 2 1 2 2 17 2 4 2 2 2 1 2
split_gain=2.08566 1.66932 0.721868 0.549189 0.776913 0.586966 0.519359 0.419382 0.394998 0.383994 0.394507 0.42016 0.636454 0.575207 0.461114 0.422696 0.684511 0.365952 0.345169 0.43409 0.53149 0.310795 0.291969 0.397229 0.326753 0.23711 0.264495 0.608592 0.228246 0.22818
threshold=0 1 2 3 4 5 40797.000000000007 18.500000000000004 152.50000000000003 6 7 8 229.00000000000003 9 27.500000000000004 20.500000000000004 10 24.500000000000004 6.5000000000000009 5.5000000000000009 16.500000000000004 47.500000000000007 11 5.5000000000000009 950.00000000000011 32.500000000000007 39.500000000000007 43.500000000000007 5.5000000000000009 19.500000000000004
decision_type=9 9 9 9 9 9 8 10 8 9 9 9 10 9 10 8 9 10 8 8 8 8 9 10 10 10 10 10 8 10
left_child=18 6 -3 4 21 -5 -2 -6 -7 22 11 14 13 17 15 16 -11 -13 -1 20 -20 -4 23 -10 -25 -16 -27 -28 -24 -18
right_child=1 2 3 5 7 8 -8 -9 9 10 -12 12 -14 -15 25 -17 29 -19 19 -21 -22 -23 28 24 -26 26 27 -29 -30 -31
leaf_value=5.0444641266247121e-05 -0.00028779224835636291 8.7253503140412254e-05 -3.927465536510383e-05 1.3731605704361055e-05 0.00018659878876844699 5.446765749133286e-06 -2.2717075167974685e-05 -4.2251298743003911e-06 -0.00039294240623228714 4.084974603156705e-05 0.00041522169197340893 -3.6793894536602532e-05 0.00027889493317691331 -2.2501925055874926e-06 -5.6000014302696327e-06 1.5043002326487357e-05 -7.7639563625733935e-06 -0.00010190012086654908 -4.1527579324585988e-05 -4.7551095099247541e-05 -1.2906583255893215e-05 -0.00032367405222604486 1.0751854719134321e-06 1.3704229311290786e-05 -5.6920658535340703e-05 2.3581385952553549e-06 -3.9460566032711492e-06 -1.0278104052189424e-06 5.3289788934614988e-06 1.2617396116708527e-05
leaf_weight=30 25 254 64 105 103 47 205 83 26 153 120 69 38 117 39 60 182 48 37 38 110 49 437 94 26 31 30 174 118 25
leaf_count=30 25 254 64 105 103 47 205 83 26 153 120 69 38 117 39 60 182 48 37 38 110 49 437 94 26 31 30 174 118 25
internal_value=-0.000113002 0.000193194 0.000498602 0.000263228 -0.00130323 0.000510769 -0.00298755 0.000324873 0.000333875 0.000239374 -0.000233364 -0.000507676 -0.00180919 -0.00265532 2.26952e-05 0.000855107 0.00033241 -0.00446875 -0.00380531 -0.00462366 -0.00359459 -0.00377419 0.000960674 -0.000611465 0.000330579 -0.00125091 -0.000762712 -0.0012878 0.00137809 -0.00115596
internal_weight=2937 2722 2492 2238 299 1939 230 186 1834 1787 1086 966 272 234 694 420 360 117 215 185 147 113 701 146 120 274 235 204 555 207
internal_count=2937 2722 2492 2238 299 1939 230 186 1834 1787 1086 966 272 234 694 420 360 117 215 185 147 113 701 146 120 274 235 204 555 207
cat_boundaries=0 16 46 64 66 67 90 91 92 95 96 97 98
cat_threshold=16384 268435472 0 2097152 0 8194 0 272629760 33554432 134217728 0 256 0 268435456 67108864 32 1342177296 0 0 0 1073741824 0 0 2147483648 0 0 0 2048 2048 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 32768 0 0 524288 4096 268566528 1 0 2048 0 64 0 8192 0 536870912 8224 0 16 0 0 0 1073745920 32768 384 8196 98656 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 2048 0 0 4194304 1221952 256 16420 0 524288 388 402 42
is_linear=0
shrinkage=0.04


Tree=208
num_leaves=31
num_cat=10
split_feature=8 7 4 7 8 7 11 0 1 17 1 0 0 4 3 8 4 0 12 12 0 5 3 3 0 4 0 0 0 0
split_gain=2.36392 1.84646 0.729846 0.671617 0.528127 0.6806 0.717376 0.714264 0.588481 0.498047 0.484046 0.602495 0.553082 0.457706 0.61708 0.521702 0.435889 0.381532 0.379778 0.374011 0.300793 0.424457 0.281857 0.264457 0.230624 0.230369 0.206848 0.199159 0.169481 0.167838
threshold=0 1 520.00000000000011 2 3 4 5 36.900000000000006 2.5000000000000004 6 4.5000000000000009 38.57500000000001 16.750000000000004 55.000000000000007 1992.5000000000002 7 10510.500000000002 47.250000000000007 8 9 18.500000000000004 2.5000000000000004 2015.5000000000002 1992.5000000000002 39.07500000000001 345.00000000000006 23.500000000000004 42.250000000000007 43.675000000000004 31.500000000000004
decision_type=9 9 10 9 9 9 9 10 10 9 8 10 10 10 10 9 10 10 9 9 10 8 10 10 10 10 10 10 10 8
left_child=2 10 13 17 18 26 9 29 -9 16 -2 12 -12 14 15 -1 -7 -3 -5 22 -20 -22 25 -13 -17 28 -6 -10 -11 -8
right_child=1 3 -4 4 5 6 7 8 27 19 11 23 -14 -15 -16 24 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.416178762048544e-06 1.6578221258500278e-06 0.0012444143240345907 8.2715218931737156e-05 1.7491870509353844e-06 1.5078853585422981e-06 -4.4460137644720564e-05 -2.9252888166274213e-06 -0.00021292069895991015 -7.3182515509358881e-06 -7.0964076734939631e-06 -7.3435335661063112e-06 -5.1739532278259331e-06 -2.9074067458648147e-05 -0.00019883957893694477 -4.3964260850470857e-05 -2.2131101331229271e-05 8.4878424921064897e-05 -2.3023606360033567e-05 -7.587494762259103e-07 0.0010630514226473082 -0.00016875367468280802 6.3103842915228968e-06 0.0020007008954883191 3.7925670358237792e-05 -2.1723561239030922e-05 0.00040531465157975509 -2.0223894089959671e-05 -0.00072727234757463558 7.8110757666218376e-05 0.0023717156949775186
leaf_weight=118 32 298 52 443 30 129 93 45 124 230 34 95 36 29 120 29 39 26 203 122 30 122 47 29 95 30 97 66 35 87
leaf_count=118 32 298 52 443 30 129 93 45 124 230 34 95 36 29 120 29 39 26 203 122 30 122 47 29 95 30 97 66 35 87
internal_value=-4.72015e-05 0.00042953 -0.00270485 0.000773299 0.000488149 -5.40083e-05 0.000291115 -0.000985915 -0.00245763 0.00113219 -0.00293671 -0.00381538 -0.00676056 -0.00335714 -0.00295317 -0.00177778 -0.000715084 0.00243582 0.00127565 0.00180211 0.000273224 0.00162092 0.00104249 -0.002112 -0.00343704 0.000608108 -0.00269565 -0.00146597 0.000225564 0.000883978
internal_weight=2965 2522 443 2296 1972 1174 1047 415 235 632 226 194 70 391 362 242 168 324 798 464 355 152 342 124 124 295 127 190 265 180
internal_count=2965 2522 443 2296 1972 1174 1047 415 235 632 226 194 70 391 362 242 168 324 798 464 355 152 342 124 124 295 127 190 265 180
cat_boundaries=0 30 46 63 86 94 97 98 128 129 130
cat_threshold=1342177296 2060 0 0 2147549184 0 0 2147483648 1 32768 0 33554432 64 0 0 0 0 0 33558528 0 0 0 0 8 0 32768 0 0 524416 4096 131072 268435584 67379200 2097152 524288 64 0 268435456 0 0 0 256 0 0 67108864 32 268435458 1 0 0 0 0 0 536879104 2048 32 32 0 128 268435456 0 0 1073745936 0 0 4 0 0 1 262144 0 0 0 0 4 2048 0 0 0 0 0 0 8192 128 0 20971520 0 0 0 2052 0 0 131072 131072 4 1536 524288 10 268435456 12 0 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 68217090 100706
is_linear=0
shrinkage=0.04


Tree=209
num_leaves=31
num_cat=10
split_feature=8 12 0 2 8 0 3 12 9 2 2 2 2 17 3 8 0 2 2 0 14 12 1 2 4 0 2 2 2 12
split_gain=1.59814 1.02555 0.926395 1.32787 0.850304 0.793238 0.814847 0.667138 0.441921 0.422622 0.490083 0.402493 0.792398 0.377121 1.18612 0.387203 0.365523 0.34471 0.666315 0.373843 0.408323 0.489661 0.477179 0.419593 0.36664 0.350927 0.414482 0.307476 0.300887 0.291848
threshold=0 1 52.740000000000002 40.500000000000007 2 32.500000000000007 1998.5000000000002 3 4 136.50000000000003 12.500000000000002 20.500000000000004 70.500000000000014 5 1995.5000000000002 6 39.07500000000001 61.500000000000007 39.500000000000007 47.750000000000007 7 8 5.5000000000000009 20.500000000000004 12415638000.000002 18.500000000000004 48.500000000000007 4.5000000000000009 24.500000000000004 9
decision_type=9 9 8 8 9 10 10 9 9 10 8 8 10 9 10 9 10 10 10 10 9 9 8 8 8 10 10 10 10 9
left_child=1 -1 4 -4 -2 -3 11 9 -9 10 -6 -7 -13 14 -10 -15 -12 18 19 20 21 -17 27 -23 -24 -20 -27 -22 -18 -19
right_child=2 5 3 -5 7 6 -8 8 13 -11 16 12 -14 15 -16 17 28 29 25 -21 22 23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.7554952378574406e-05 0.00063667292263925018 1.7785864212168242e-05 -7.6921161688860208e-05 5.4464431514434247e-06 -3.9453044873580542e-05 -0.00010682753521495437 -1.5320296592943194e-05 2.7198554534243512e-05 -1.205029538978839e-06 -0.00019121537877831338 3.197788592636623e-06 1.0195522605743401e-05 -4.4192383551444701e-05 9.4556619401061438e-06 -2.6505727707743922e-05 -2.3333234939109252e-06 -6.7156389360006088e-05 3.2105571982376008e-09 -1.1498975937834659e-06 0.00012559403043444357 -5.7267706715224446e-05 2.1970853833733723e-06 0.0057543064922977432 8.9378166423443471e-06 -3.8078662137763787e-06 -6.2932871442740749e-05 7.4244026497264131e-06 -8.0842309366587994e-05 9.1124436602999062e-06 3.7300288044481657e-06
leaf_weight=106 236 44 25 34 62 79 47 124 162 25 64 25 27 118 31 538 31 115 114 42 61 296 33 113 97 47 37 55 26 153
leaf_count=106 236 44 25 34 62 79 47 124 162 25 64 25 27 118 31 538 31 115 114 42 61 296 33 113 97 47 37 55 26 153
internal_value=-0.000152291 -0.00273746 0.000179623 -0.00473333 0.00029446 -0.00425751 -0.00563128 5.77496e-05 0.000272008 -0.00204566 -0.00145652 -0.00724242 -0.00437736 0.00012259 -0.0015098 0.000303825 3.2787e-05 0.000142524 -0.000103208 0.000242719 0.000110553 0.000488518 -0.00130739 0.00151429 0.000305344 -0.00225126 -0.000282353 -0.00321367 -0.00227586 0.00145725
internal_weight=2967 328 2639 59 2580 222 178 2344 2136 208 183 131 52 2012 193 1819 121 1701 1433 1235 1193 947 246 409 130 198 84 116 57 268
internal_count=2967 328 2639 59 2580 222 178 2344 2136 208 183 131 52 2012 193 1819 121 1701 1433 1235 1193 947 246 409 130 198 84 116 57 268
cat_boundaries=0 30 31 61 63 65 66 92 93 95 96
cat_threshold=1073741840 4 4 0 0 1 0 0 0 0 0 133120 64 0 0 0 0 0 33558528 2 0 0 0 8 0 32768 0 0 524288 4096 167232 0 0 0 0 2147483648 0 0 0 0 0 0 4 0 0 0 4096 0 0 0 10240 0 0 0 0 0 268435456 0 0 0 8192 67108896 2 1073872897 128 3 268435456 8 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 8336 16818434 32 1158144
is_linear=0
shrinkage=0.04


Tree=210
num_leaves=31
num_cat=11
split_feature=8 12 2 6 0 12 17 0 9 9 2 9 12 0 0 2 4 0 0 8 12 2 4 2 2 2 2 0 0 2
split_gain=1.74356 1.25936 0.705827 0.572199 0.906614 0.84409 0.76062 0.690497 0.620039 0.578285 0.542614 0.627482 0.507947 0.500293 0.821317 0.485991 0.476811 0.377091 0.327766 0.325178 0.313976 0.438319 0.557193 0.450395 0.323116 0.358635 0.284179 0.277731 0.405568 0.269737
threshold=0 1 111.00000000000001 2 33.175000000000004 3 4 42.250000000000007 5 6 6.5000000000000009 7 8 22.250000000000004 26.500000000000004 38.500000000000007 21354125000.000004 42.960000000000008 36.400000000000006 9 10 14.500000000000002 40558085500.000008 20.500000000000004 46.500000000000007 169.50000000000003 129.50000000000003 14.500000000000002 35.850000000000009 29.500000000000004
decision_type=9 9 8 9 10 9 9 10 9 9 8 9 9 8 10 10 8 10 10 9 9 10 8 10 10 10 10 10 10 10
left_child=1 29 -3 8 13 10 7 15 17 18 -6 16 27 -5 -15 -7 -12 -2 -8 -14 -20 -22 -23 -24 -25 -26 -21 -10 -29 -1
right_child=3 2 -4 4 5 6 9 -9 12 -11 11 -13 19 14 -16 -17 -18 -19 20 26 21 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-9.846094049519639e-06 0.00012379158914666257 -3.6087229230053561e-05 1.559628042641268e-05 -2.8025567274274669e-06 -6.2240639160482232e-05 -8.3718311591322785e-05 0.0023588487099624844 2.4965136059299704e-05 -9.9159203148995897e-06 0.0013155875763541567 -0.00013542686541418605 1.888189758097102e-05 -3.3905563125302398e-06 -0.00032497135864183071 -7.5198355733020902e-05 -5.4394049861716047e-06 -5.4692267501191565e-05 -0.00017896615468192801 1.2318999412023425e-05 9.7125488127332995e-07 9.9779033344253311e-06 0.00027719734281357443 -0.00016013911468040195 1.131686686974831e-06 -0.00019094637886504846 -2.0232784644276604e-05 0.0022407315161324659 3.350212910248724e-07 -7.6985314600809077e-05 4.9771761353815776e-05
leaf_weight=85 213 171 33 64 48 42 56 70 25 204 26 101 123 25 43 57 88 28 114 726 165 32 36 48 29 27 51 113 57 53
leaf_count=85 213 171 33 64 48 42 56 70 25 204 26 101 123 25 43 57 88 28 114 726 165 32 36 48 29 27 51 113 57 53
internal_value=-0.00017197 -0.0028102 -0.00476279 0.000184592 -0.000419907 -5.94404e-05 0.000538721 -0.0018 0.000760208 0.00111357 -0.002 -0.0012037 0.000343581 -0.00354887 -0.00591304 -0.00404 -0.003072 0.00255556 0.000362935 0.000746433 8.84971e-06 -0.000609195 -0.00203468 -0.00312057 -0.00175238 -0.00378947 0.00105076 -0.00145631 -0.000935672 0.000214765
internal_weight=2953 342 204 2611 1275 1143 880 169 1336 711 263 215 1095 132 68 99 114 241 507 900 451 337 172 140 104 56 777 195 170 138
internal_count=2953 342 204 2611 1275 1143 880 169 1336 711 263 215 1095 132 68 99 114 241 507 900 451 337 172 140 104 56 777 195 170 138
cat_boundaries=0 29 31 32 33 34 36 38 40 42 65 67
cat_threshold=1073741824 4 4 0 2147483648 0 0 2147483648 0 32768 0 133120 8192 0 0 0 0 0 33558528 0 0 0 0 8 0 0 0 0 524288 173312 32 26 51232 34 0 12452 0 22532 0 10240 67305472 2 0 0 0 0 0 1 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 0 0 4194304 205824 2
is_linear=0
shrinkage=0.04


Tree=211
num_leaves=31
num_cat=10
split_feature=7 6 3 6 9 12 12 12 2 2 0 2 0 2 2 11 4 12 3 3 2 4 2 3 4 2 12 0 3 4
split_gain=1.53895 0.521792 0.55351 0.495058 0.438678 0.78555 0.486931 0.416737 0.961569 0.351879 0.479517 0.330303 0.318919 0.310401 0.358295 0.309622 0.618255 0.567675 0.911753 0.316707 0.416471 0.599009 0.474794 0.300826 0.3022 0.274104 0.257789 0.489394 0.337878 0.255433
threshold=0 1 2012.5000000000002 2 3 4 5 6 7.5000000000000009 10.500000000000002 26.500000000000004 6.5000000000000009 21.500000000000004 1025.0000000000002 442.50000000000006 7 6670500000.000001 8 1999.5000000000002 2010.5000000000002 50.500000000000007 19000.000000000004 63.500000000000007 1962.0000000000002 inf 37.500000000000007 9 29.500000000000004 2004.5000000000002 6050.0000000000009
decision_type=9 9 10 9 9 9 9 9 8 8 10 10 8 10 10 9 8 9 8 10 8 10 10 10 8 8 9 10 10 10
left_child=1 -1 11 4 5 -2 -6 8 -5 10 -9 -3 -11 14 15 16 -14 18 -17 20 29 22 -22 24 -10 26 27 -8 -28 -20
right_child=3 2 -4 7 6 -7 25 9 23 12 -12 -13 13 -15 -16 17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.5015197585505839e-06 4.2654666149463225e-06 -4.7711495436761099e-05 -0.00013694009209872966 -2.2368632542911421e-05 3.9488689708912704e-06 -2.3830814853225084e-05 1.6604579525684082e-06 -0.00012987286565935725 9.9022693094559069e-05 8.2310895914005042e-05 0.00010816894530078302 -4.5828889942877592e-05 -5.034494676291037e-05 3.4737309549626311e-05 -0.00011644732863821761 -0.00014969103507204566 0.0002272396776625229 1.7509844664820958e-05 -1.3683134686530468e-06 -0.0002231073016724517 -7.349223962202801e-05 -7.0127303489698245e-05 0.00027163939868864054 9.990810684007427e-05 -5.4055932985784953e-05 2.1277770131214403e-07 4.774937114422154e-06 -1.1115010817779945e-05 -0.0003346143615262967 0.00028574090737275022
leaf_weight=192 128 30 28 38 335 115 43 26 26 29 249 181 33 26 26 28 94 158 126 37 36 32 35 36 86 343 267 61 26 31
leaf_count=192 128 30 28 38 335 115 43 26 26 29 249 181 33 26 26 28 94 158 126 37 36 32 35 36 86 343 267 61 26 31
internal_value=0.000194349 -0.0019819 -0.003216 0.000580411 0.0011076 -0.000425197 0.00145488 -2.75149e-05 -0.00170558 0.000311157 0.00152174 -0.00262264 -0.00016763 -0.000349924 -0.000527472 -0.000327332 0.00136232 -0.000785425 -0.00172619 -0.00111409 -0.000613027 -0.00257692 -0.0005 -0.000322147 -0.00134513 0.000852197 0.00157789 -0.000208696 0.00214474 0.000683544
internal_weight=2901 431 239 2470 1318 243 1075 1152 186 966 275 211 691 662 636 610 127 483 325 297 260 103 71 148 112 740 397 104 293 157
internal_count=2901 431 239 2470 1318 243 1075 1152 186 966 275 211 691 662 636 610 127 483 325 297 260 103 71 148 112 740 397 104 293 157
cat_boundaries=0 18 19 20 22 24 25 26 29 31 33
cat_threshold=131074 128 1073750016 2621444 0 66 0 536870912 0 8224 0 256 0 0 0 32 128 256 216 90 129 28672 74018 32 17859586 51200 16384 1024 524288 67174690 32 32 32
is_linear=0
shrinkage=0.04


Tree=212
num_leaves=31
num_cat=9
split_feature=7 0 12 1 7 9 6 2 3 3 0 2 2 12 2 9 7 2 0 2 2 2 6 2 3 1 2 2 2 1
split_gain=1.94143 0.900544 0.841491 0.82645 0.703031 0.753275 0.803815 1.07558 0.831041 0.665129 0.567876 0.811845 0.472098 0.45698 0.403001 0.354778 0.346307 0.524959 0.457386 0.429412 0.295343 0.55665 0.385717 0.321285 0.271378 0.398691 0.263776 0.260922 0.3762 0.304221
threshold=0 6.5000000000000009 1 4.5000000000000009 2 3 4 20.500000000000004 2001.5000000000002 2001.5000000000002 33.175000000000004 32.500000000000007 11.500000000000002 5 17.500000000000004 6 7 10.500000000000002 40.675000000000004 3.5000000000000004 39.500000000000007 49.500000000000007 8 58.500000000000007 2003.5000000000002 5.5000000000000009 9.5000000000000018 65.500000000000014 89.500000000000014 5.5000000000000009
decision_type=9 10 9 10 9 9 9 8 10 10 10 10 10 9 8 9 9 8 10 10 8 8 9 8 10 10 10 10 10 10
left_child=2 -2 -1 -4 15 13 7 12 -9 10 11 -5 -7 20 -12 -3 17 -8 -18 -20 22 -22 24 -23 25 26 -6 -25 -29 -30
right_child=1 4 3 9 5 6 16 8 -10 -11 14 -13 -14 -15 -16 -17 18 -19 19 -21 21 23 -24 27 -26 -27 -28 28 29 -31
leaf_value=3.1489198317956794e-07 -5.5255458549459612e-05 3.4391121864202687e-06 9.3009955260328772e-06 1.8515412644522666e-06 -3.1683942506944115e-05 -5.0078794072283985e-05 -9.5276255610803757e-06 0.0001400622919496723 -0.00013319724648507242 -2.6949991457289885e-06 -9.9076117839787324e-05 -8.136028004843722e-06 -0.00021414252555654393 2.1221127331932928e-06 -3.4711587913626792e-05 0.0002190359599416326 4.8273469704128704e-05 -1.7663651681590224e-06 0.0010984662998845909 -8.5199773816733748e-05 -1.6305764716744025e-06 3.7711131554223003e-06 2.2822274569023192e-06 -1.3580214499083936e-05 3.678912502705587e-05 0.00010078567233816978 -1.2492481448822902e-05 1.6148834276208391e-06 -5.3479322131332408e-06 2.0786094468959806e-05
leaf_weight=110 29 184 25 31 36 50 34 59 26 42 51 30 28 831 65 170 234 87 32 52 47 37 299 59 37 26 77 53 97 25
leaf_count=110 29 184 25 31 36 50 34 59 26 42 51 30 28 831 65 170 234 87 32 52 47 37 299 59 37 26 77 53 97 25
internal_value=-0.000292847 9.00765e-05 -0.00302466 -0.00432941 0.000170477 -9.65577e-05 -0.00129201 -0.0036092 -0.000697674 -0.00529091 -0.00635955 -0.00316129 -0.00718987 0.000352294 -0.008 0.00179726 -0.000364444 -0.00209091 0.000340426 -0.00216471 -0.000333333 -0.001279 0.000294118 -0.000573529 -0.00115508 -0.00202857 -0.00305263 -0.0011234 -0.000340909 -0.00156098
internal_weight=2963 2609 354 244 2580 2226 602 163 85 219 177 61 78 1624 116 354 439 121 318 84 793 318 475 271 176 139 113 234 175 122
internal_count=2963 2609 354 244 2580 2226 602 163 85 219 177 61 78 1624 116 354 439 121 318 84 793 318 475 271 176 139 113 234 175 122
cat_boundaries=0 18 19 37 39 40 42 44 58 59
cat_threshold=147458 16 67108864 2097156 0 66 0 809500672 0 8192 8192 0 0 0 0 0 0 256 67151104 268435457 33 8192 524800 65568 134217728 0 8192 0 134217744 32800 0 144 0 0 0 4224 128 1073742080 6304 260 67233792 34 0 18436 0 0 0 0 0 0 131072 131072 65536 0 0 0 0 268435456 388
is_linear=0
shrinkage=0.04


Tree=213
num_leaves=31
num_cat=12
split_feature=8 3 7 8 7 1 12 12 9 6 3 0 4 6 3 0 0 4 3 4 0 12 5 6 3 6 5 1 1 0
split_gain=2.13643 1.73128 1.44911 1.03768 0.858286 0.742373 0.568278 0.557244 0.722965 0.664894 0.491463 0.443574 0.876785 0.427865 0.799271 0.405318 1.24199 0.406748 0.393879 0.329491 0.318336 0.303666 0.520048 0.483636 0.339474 0.274582 0.402494 0.311901 0.269247 0.255128
threshold=0 2003.5000000000002 1 2 3 4.5000000000000009 4 5 6 7 1998.5000000000002 36.900000000000006 55.000000000000007 8 2015.5000000000002 37.750000000000007 27.750000000000004 775.00000000000011 1997.5000000000002 2091500000.0000002 39.07500000000001 9 1.5000000000000002 10 2020.5000000000002 11 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 44.07500000000001
decision_type=9 8 9 9 9 10 9 9 9 9 10 10 10 9 8 10 10 10 10 10 8 9 8 9 8 9 10 8 8 10
left_child=1 -1 5 -4 -5 -2 -7 9 10 -6 19 -3 -13 28 -15 16 -8 18 -17 25 -16 22 -10 24 -24 27 -27 -9 -11 -22
right_child=2 11 3 4 7 6 15 8 21 13 -12 12 -14 14 20 17 -18 -19 -20 -21 29 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00036414483263374223 6.1184286588222921e-06 -0.00015396441063274298 7.9664950650920649e-06 0.00033712564832005044 2.4551422109261224e-07 -1.6783632322879028e-06 -4.4188818090538693e-06 -4.9086218647435353e-06 -0.00029734036018334202 6.5358785672773182e-07 0.00011880332139785361 -6.603566905576142e-06 -5.8019510204605338e-05 0.00013334253058496959 -6.2994093061574479e-05 -2.384350898123362e-05 -0.00020259066049507625 -0.00031314435292890269 4.6748923888075236e-05 6.6352054767521523e-05 -7.6569592148656245e-05 3.9459292272416246e-06 -2.7655894735268597e-05 2.4888158253003309e-05 -2.1179771826888226e-07 -8.2489548909892599e-05 1.354035799930801e-05 1.6082521920483648e-05 -0.0001072900311845448 -0.00018454225370287435
leaf_weight=27 49 47 258 116 267 110 48 79 31 117 72 143 25 26 39 81 27 28 35 35 63 648 26 142 171 113 25 31 36 32
leaf_count=27 49 47 258 116 267 110 48 79 31 117 72 143 25 26 39 81 27 28 35 35 63 648 26 142 171 113 25 31 36 32
internal_value=-0.000248304 -0.00376285 8.10016e-05 0.000456801 0.000151923 -0.00217995 -0.00292121 -5.49897e-05 0.000384393 -0.00108291 -0.00114754 -0.00268518 -0.00170414 -0.00230864 -0.00374269 -0.00401739 -0.00657895 -0.00292414 -0.00184615 -0.00192958 -0.00521481 0.00092517 1.44709e-10 0.000458824 -0.000826923 -0.00244177 -0.00354362 -0.000661157 -0.000658536 -0.00645833
internal_weight=2947 242 2705 2327 2069 378 329 1953 1373 580 355 215 168 313 160 219 75 144 116 283 134 1018 370 339 197 248 138 110 153 95
internal_count=2947 242 2705 2327 2069 378 329 1953 1373 580 355 215 168 313 160 219 75 144 116 283 134 1018 370 339 197 248 138 110 153 95
cat_boundaries=0 30 46 76 93 95 97 99 100 101 103 104 105
cat_threshold=16 0 4 0 2147483648 0 0 2147483648 1 0 0 2304 64 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 0 524288 4096 131072 128 603979776 2621444 524288 8256 0 272629760 33554432 268435488 8192 0 0 0 0 32 268435456 4 0 0 0 1 524288 0 0 0 0 4 0 1048576 0 0 0 0 0 8192 128 0 0 0 0 0 0 0 0 8192 268435457 1 1073741824 0 0 0 0 0 0 0 32 0 0 0 67108864 0 1073741824 67110208 32 1065056 32 1 24596 24 322 205824 2 152 26
is_linear=0
shrinkage=0.04


Tree=214
num_leaves=31
num_cat=14
split_feature=7 12 4 8 7 7 12 17 5 4 11 4 3 3 3 12 4 12 3 1 11 6 1 3 12 6 4 4 1 1
split_gain=2.00884 1.0366 1.20324 0.863564 0.698767 0.607915 0.514959 0.741546 1.33738 0.493304 0.468313 0.460006 0.449816 0.441333 0.31092 0.316965 0.310141 0.303486 0.284149 0.27624 0.251748 0.391471 0.959596 0.245496 0.241836 0.245207 0.200973 0.192352 0.184698 0.142657
threshold=0 1 8.0000000000000018 2 3 4 5 6 4.5000000000000009 481.00000000000006 7 642496500.00000012 2002.5000000000002 2014.5000000000002 2013.5000000000002 8 26121510000.000004 9 2015.5000000000002 5.5000000000000009 10 11 4.5000000000000009 1998.5000000000002 12 13 3890.0000000000005 87817200000.000015 5.5000000000000009 5.5000000000000009
decision_type=9 9 10 9 9 9 9 9 8 10 9 10 10 8 8 9 8 9 8 10 9 9 10 10 9 9 8 8 8 8
left_child=1 2 -1 17 -5 12 7 8 26 20 18 -11 -3 -10 -12 27 -15 -2 -7 -19 -8 -22 -23 24 28 29 -6 -16 -9 -26
right_child=3 5 -4 4 6 10 9 23 13 11 14 -13 -14 16 15 -17 -18 19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.065244540018605e-06 1.266131346219605e-06 -2.2505347651769953e-05 -9.2409358208337181e-05 4.9100860845873501e-05 -2.5229281369738762e-05 -9.307352642393008e-06 2.19736097450664e-05 -1.5734167228118535e-05 1.2865381154972618e-05 -4.4025006193452888e-05 -0.00015451072008560481 0.0022507336858252594 2.3092161560927155e-05 -5.5493279263889756e-05 -1.8889905914196425e-06 -2.1205338291223472e-06 -0.00018779948030776602 2.3807118738097348e-06 4.6584393324211872e-06 2.0233891789843835e-06 5.3275285127429494e-05 0.0016968619805788326 -0.00024437384576642986 0.00016347077554099983 -2.3926007433370133e-05 5.8520290219049316e-05 3.6067521529044203e-06 1.4128507108432649e-06 -5.5623094461965125e-05 0.0006083773786472415
leaf_weight=220 111 92 39 243 25 35 240 106 25 46 26 33 28 36 28 210 60 275 163 57 125 50 81 156 81 121 73 86 39 30
leaf_count=220 111 92 39 243 25 35 240 106 25 46 26 33 28 36 28 210 60 275 163 57 125 50 81 156 81 121 73 86 39 30
internal_value=6.80042e-05 -0.00146269 -0.00357037 0.00077668 0.000328906 -0.000600883 -3.88638e-05 -0.00072346 -0.00262609 0.000853242 -1.43111e-05 -0.00205 -0.00305343 -0.00554098 -0.000886426 -0.000566154 -0.00676289 0.00231718 0.00149282 0.00293878 0.00133602 0.000389513 -0.00109859 9.55884e-05 -0.000455026 0.00036214 0.000727273 0.001088 -0.00166667 -0.00095082
internal_weight=2940 927 259 2013 1570 668 1327 752 219 575 548 79 120 121 350 324 96 443 198 332 496 256 131 533 377 232 98 114 145 111
internal_count=2940 927 259 2013 1570 668 1327 752 219 575 548 79 120 121 350 324 96 443 198 332 496 256 131 533 377 232 98 114 145 111
cat_boundaries=0 18 20 46 63 81 82 83 86 87 89 90 91 92 93
cat_threshold=147459 144 1677729792 2621444 34 134225920 0 805437440 33554432 134217728 0 256 0 268435456 67108864 0 1073741952 384 16875552 2 0 0 0 0 0 1 0 2147483648 1 0 0 4 0 0 0 0 0 0 0 8192 384 0 16777216 0 0 49152 268435456 33 0 8192 0 0 33554432 8192 65536 0 32 0 0 0 0 0 4112 2 0 0 2097152 0 134217728 0 536870912 33554432 0 0 256 0 0 0 0 0 128 67166306 25 16388 0 524288 1065986 16786432 32 36 386 40992 138
is_linear=0
shrinkage=0.04


Tree=215
num_leaves=31
num_cat=8
split_feature=8 7 3 7 12 8 3 0 4 12 9 2 0 5 4 0 2 2 2 0 2 2 2 3 2 6 2 2 2 2
split_gain=2.40101 1.97235 1.11505 0.793211 0.837828 0.679745 0.594027 0.437796 0.421677 0.408342 0.485184 0.383168 0.42039 0.396905 0.462782 0.354605 0.327305 0.320334 0.31302 0.305777 0.393439 0.306278 0.26909 0.254259 0.582823 0.248408 0.235921 0.401837 0.61466 0.320901
threshold=0 1 1995.5000000000002 2 3 4 2010.5000000000002 12.250000000000002 5368.5000000000009 5 6 12.500000000000002 43.175000000000004 2.5000000000000004 293.00000000000006 40.250000000000007 6.5000000000000009 29.500000000000004 5.5000000000000009 38.20000000000001 19.500000000000004 45.500000000000007 49.500000000000007 2005.5000000000002 23.500000000000004 7 72.500000000000014 27.500000000000004 13.500000000000002 44.500000000000007
decision_type=9 9 10 9 9 9 8 10 8 9 9 10 10 8 10 10 10 10 8 10 10 10 10 8 10 9 10 10 10 10
left_child=2 -2 11 26 7 -6 -7 -5 -8 10 22 13 15 -1 -15 -13 -12 -4 -11 -20 -21 -22 25 24 -9 -10 27 28 -3 -29
right_child=1 3 17 4 5 6 8 23 9 18 16 12 -14 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.9370267976154402e-05 0.00024058207685061868 -5.675003473440075e-05 -6.1683654164359318e-05 -6.1841448177015686e-06 4.2269034260727207e-07 5.1854825458161888e-05 8.4925320059462116e-06 0.0022653220960859731 7.6219660660545002e-06 4.3501851664796833e-06 -0.00028701875913650268 -8.2745183979867272e-06 3.4486028685457033e-05 -1.1169371208063568e-05 -8.4345503250750107e-05 -0.0001316826402010795 -3.3197714010146398e-05 -6.7812098660151535e-05 -1.5340081944803318e-06 -2.4252074839928414e-05 -0.00013571539199012632 -6.6321856358483411e-06 -8.3654000981653465e-06 2.7136674324493785e-06 -2.3204011391746013e-05 -2.0355487570908163e-06 1.0814961377703972e-06 -2.7022216567303614e-05 1.261204273046239e-05 -7.1281315376767776e-07
leaf_weight=36 342 69 45 40 406 79 43 38 101 39 48 112 52 99 30 34 65 52 79 58 37 25 39 692 46 125 35 36 52 31
leaf_count=36 342 69 45 40 406 79 43 38 101 39 48 112 52 99 30 34 65 52 79 58 37 25 39 692 46 125 35 36 52 31
internal_value=-0.000180844 0.000307571 -0.00280255 -0.000140383 0.000121766 -0.000574892 -0.00129239 0.00109311 -0.00170303 -0.00197083 -0.00104884 -0.00183516 -0.000643216 -0.00325301 -0.00218462 -0.0017415 -0.00312903 -0.00665306 -0.00324498 -0.00402 -0.00528926 -0.00749206 -7.24636e-05 0.00131789 -0.000752941 0.00045815 -0.00234188 -0.00300529 -0.00160656 -0.00547059
internal_weight=2985 2525 460 2183 1960 1144 738 816 659 616 378 363 198 165 129 146 113 97 238 199 120 62 265 776 84 226 223 188 121 67
internal_count=2985 2525 460 2183 1960 1144 738 816 659 616 378 363 198 165 129 146 113 97 238 199 120 62 265 776 84 226 223 188 121 67
cat_boundaries=0 30 47 63 64 87 89 91 92
cat_threshold=268435456 8 4 0 3221291008 0 0 2147483648 0 32768 0 33554432 64 512 0 0 0 0 33558528 0 2147483648 0 0 0 0 0 64 0 524288 4096 268435456 161 536870912 10240 32 64 0 8192 2048 0 32 2097408 0 0 0 0 1073745920 131072 0 67108864 524288 524288 134225922 0 805306368 0 32 0 0 0 0 0 32 84937762 0 0 0 0 0 0 262144 0 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 20971520 172096 32 0 22560 328
is_linear=0
shrinkage=0.04


Tree=216
num_leaves=31
num_cat=15
split_feature=8 7 12 3 5 7 0 8 17 2 12 4 14 12 0 13 2 7 12 0 0 2 4 12 2 2 13 12 2 2
split_gain=2.4679 1.12927 0.909244 0.791219 0.75269 0.666468 0.637405 0.462931 0.595101 0.739458 0.448202 0.407685 0.38482 0.399219 0.374529 0.372009 0.367137 0.360852 0.35321 0.327501 1.07188 0.391706 0.308158 0.306819 0.305699 0.282887 0.298876 0.409232 0.541149 0.59516
threshold=0 1 2 2015.5000000000002 10.500000000000002 3 42.710000000000008 4 5 5.5000000000000009 6 10347970000.000002 7 8 42.960000000000008 9 58.500000000000007 10 11 37.750000000000007 20.500000000000004 12.500000000000002 5368.5000000000009 12 44.500000000000007 3.5000000000000004 13 14 9.5000000000000018 28.500000000000004
decision_type=9 9 9 8 8 9 10 9 9 10 9 8 9 9 10 9 10 9 9 10 8 10 10 9 10 10 9 9 10 10
left_child=2 3 4 -2 -1 -3 -4 14 9 -9 22 -10 17 -14 -7 -15 -6 23 -19 20 -5 -21 -11 -13 -17 -20 27 -27 -29 -30
right_child=1 5 6 19 16 7 -8 8 11 10 -12 12 13 15 -16 24 -18 18 25 21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00015248490138333515 0.0003993718396369428 0.0009046037491030022 -3.4585829702171929e-06 -2.2848461266343798e-06 -1.1402266597325693e-05 1.2595939650705949e-05 -3.449513784053744e-05 -0.00061263992371820241 6.5547826014265245e-06 -2.0561556346128022e-06 5.7612319546903645e-06 4.1089846854694972e-07 -4.2672892484678372e-05 3.5885891160843879e-06 -6.8618640130122567e-06 -1.7478363544344434e-06 -4.0989484742329728e-05 7.3059878539935086e-06 3.9614714333618391e-05 -2.6197237070749404e-05 -0.00020168633957232376 3.1699488193059348e-06 -0.00014597595007922703 -5.5178986379619596e-07 -0.00016198968907367832 2.2786360706270041e-06 7.4402723666207435e-06 -6.5622516656263199e-05 1.5632987224016845e-05 -1.2127222082563239e-05
leaf_weight=33 46 104 178 33 70 204 34 27 191 68 166 101 102 103 25 137 25 223 108 49 31 59 36 169 26 121 266 46 59 99
leaf_count=33 46 104 178 33 70 204 34 27 191 68 166 101 102 103 25 137 25 223 108 49 31 59 36 169 26 121 266 46 59 99
internal_value=-4.21767e-05 0.000381609 -0.00319088 -0.00230568 -0.00581295 0.000637124 -0.0013991 0.000484266 0.000287518 -0.00133766 -0.000738007 0.000569807 0.000358745 -0.000759894 0.00215 8.66427e-05 -0.004375 0.000704905 0.00108039 -0.00365318 -0.00590769 -0.00227523 -0.00264348 -0.000569395 -0.00108046 0.000614085 0.000277027 -0.000535714 -0.0016 -0.000553459
internal_weight=2939 2599 340 218 128 2381 212 2277 2048 297 270 1751 1560 368 229 266 95 1192 922 172 64 108 104 270 163 699 591 325 204 158
internal_count=2939 2599 340 218 128 2381 212 2277 2048 297 270 1751 1560 368 229 266 95 1192 922 172 64 108 104 270 163 699 591 325 204 158
cat_boundaries=0 29 47 49 66 93 94 95 96 97 98 107 108 109 110 111
cat_threshold=268435472 8 0 0 2147549184 0 0 2147483648 0 0 0 33556736 8256 0 0 0 0 0 33554432 2 0 0 0 8 0 16384 0 0 524288 131072 128 0 2099200 0 134217730 0 268435456 0 32 0 0 0 0 67108864 32 128 128 124928 2 268435456 1 0 0 0 0 0 0 33554432 0 32768 0 0 268435456 0 0 1073741824 0 0 0 0 0 1 0 0 0 32768 0 4 0 1048576 0 0 0 0 0 10240 256 0 0 0 0 0 68 9 131106 8321 16982048 12 0 0 0 0 0 0 0 131072 65536 216064 67182850 10 83919136
is_linear=0
shrinkage=0.04


Tree=217
num_leaves=31
num_cat=14
split_feature=6 9 16 17 4 5 11 12 3 2 12 15 2 3 2 2 2 13 16 2 16 2 12 2 2 6 3 2 2 11
split_gain=0.832781 0.70979 1.04015 0.705643 0.663971 0.939078 0.561068 0.45227 0.431254 0.41819 0.410488 0.465578 0.372737 0.38736 0.367073 0.520187 0.508786 0.463043 0.471494 0.273169 0.31637 0.437405 0.295545 0.742052 0.251118 0.239621 0.426085 0.447131 0.231997 0.314439
threshold=0 1 2 3 1732015000.0000002 1.0000000180025095e-35 4 5 1999.5000000000002 5.5000000000000009 6 7 253.50000000000003 2016.5000000000002 53.500000000000007 161.00000000000003 39.500000000000007 8 9 155.00000000000003 10 50.500000000000007 11 22.500000000000004 12.500000000000002 12 1996.5000000000002 403.00000000000006 9.5000000000000018 13
decision_type=9 9 1 9 10 10 9 9 8 8 9 9 10 10 10 10 8 9 1 10 1 10 9 10 10 9 10 8 10 9
left_child=10 2 3 4 5 -2 -3 8 -8 -9 11 14 13 -5 16 -16 17 18 -1 20 21 22 -10 -24 -20 26 27 -11 -12 -30
right_child=1 6 -4 12 -6 -7 7 9 19 25 28 -13 -14 -15 15 -17 -18 -19 24 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.3762533304099944e-05 -7.8964911151094364e-05 0.00025191108404343839 -6.9654422612157435e-05 -3.3602103117031157e-05 1.9033352698861089e-05 2.0301537683056879e-06 -2.1386173527150394e-05 -2.7040704025217276e-05 9.09514206146972e-06 1.5823683039371209e-05 2.2709511917178511e-06 5.7644600733641004e-06 0.0014811848983183151 0.0027415739454302469 1.0210542661326373e-06 -6.4771509508423638e-06 -2.0292333256398598e-06 2.8416892403640232e-06 -4.6377587731835496e-06 0.00020111744185687564 -0.00010294731991521052 -7.6352763344299259e-05 -4.4650086531178152e-05 8.7915520184961133e-05 4.71500739506054e-07 0.00020795338756924439 -1.1635876964792313e-05 -5.8560990062731534e-05 3.7457207497341159e-07 1.7264523316808927e-05
leaf_weight=85 54 103 34 194 35 34 38 84 197 180 216 182 31 25 118 32 72 104 44 31 42 60 79 36 66 172 74 25 195 311
leaf_count=85 54 103 34 194 35 34 38 84 197 180 216 182 31 25 118 32 72 104 44 31 42 60 79 36 66 172 74 25 195 311
internal_value=1.76034e-05 -0.00062898 -0.00203828 -0.00146524 -0.00379104 -0.00593258 -0.000102473 -0.000396501 -0.00127125 0.000402931 0.000710307 1.68069e-05 -0.000153257 -0.000745454 -0.000593985 0.0010596 -0.00127957 -0.000546667 -0.00165049 -0.000941704 -0.00121446 -0.000836461 -0.000230032 -0.00174603 1.47669e-10 0.000893805 0.000124138 0.00106796 0.00137517 0.00186193
internal_weight=2953 1528 407 373 123 88 1121 1018 483 535 1425 703 250 219 521 150 371 299 195 445 414 372 312 115 110 451 279 205 722 506
internal_count=2953 1528 407 373 123 88 1121 1018 483 535 1425 703 250 219 521 150 371 299 195 445 414 372 312 115 110 451 279 205 722 506
cat_boundaries=0 1 3 4 5 8 9 11 12 13 14 15 16 17 19
cat_threshold=26 0 24596 2 10 16384 0 524288 67125346 67330080 34 2348810240 10 2 2 2 384 32 2147483648
is_linear=0
shrinkage=0.04


Tree=218
num_leaves=31
num_cat=13
split_feature=7 6 8 7 9 3 8 0 4 0 2 3 2 2 2 3 5 12 13 12 15 6 12 2 6 2 2 2 0 2
split_gain=2.43206 1.3378 0.959151 0.870616 0.876207 0.800908 0.69899 0.715685 0.64543 0.566436 0.564199 0.407564 0.387304 0.78392 0.3758 0.367612 0.36626 0.312527 0.403768 0.376342 0.651638 0.294056 0.276241 0.25138 0.249693 0.243714 0.695717 0.243647 0.371117 0.245268
threshold=0 1 2 3 4 2002.5000000000002 5 48.175000000000004 539925000.00000012 35.600000000000009 92.500000000000014 2012.5000000000002 18.500000000000004 37.500000000000007 253.50000000000003 2014.5000000000002 5.5000000000000009 6 7 8 9 10 11 49.500000000000007 12 11.500000000000002 32.500000000000007 48.500000000000007 35.850000000000009 89.500000000000014
decision_type=9 9 9 9 9 8 9 8 10 10 8 8 8 10 8 10 8 9 9 9 9 9 9 10 9 10 10 8 10 8
left_child=1 9 5 -4 8 -2 -6 17 12 -1 11 -3 -5 -14 -11 -7 -13 24 21 -20 25 -19 23 -23 -8 -21 -27 -26 29 -29
right_child=2 10 3 4 6 15 7 -9 -10 14 -12 16 13 -15 -16 -17 -18 18 19 20 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=-8.9920888415723901e-05 -5.2548974932406011e-05 -7.8744969202375711e-06 0.00014387728041754118 2.6569234791217721e-05 3.9913855359793773e-05 -5.9682333817359079e-06 -2.7442851260373264e-06 -3.9485956332758947e-05 -0.00028241123983784022 1.8617813756299732e-05 -3.5157538594789758e-06 -2.8623037196911533e-05 -0.00034155113958990224 7.9913046286730019e-06 -0.00017202420151377852 -5.4699289495334381e-05 -7.0444668112598196e-05 1.2591920759828571e-05 4.4478594961905009e-06 8.5984492054664553e-06 5.433336015316045e-06 -1.3968202829265175e-07 -3.5744993572950973e-06 4.7030219369026275e-07 4.421708118538488e-06 -0.00017403874686525758 -1.2778706234384828e-07 3.9780115764944577e-07 6.8550049095279748e-05 -2.7515928751133031e-06
leaf_weight=48 29 33 341 78 213 180 130 40 31 99 31 42 44 55 27 30 57 119 268 36 119 71 246 39 266 43 63 55 49 29
leaf_count=48 29 33 341 78 213 180 130 40 31 99 31 42 44 55 27 30 57 119 268 36 119 71 246 39 266 43 63 55 49 29
internal_value=1.37378e-06 -0.00313793 0.000423985 0.000673487 0.000347132 -0.001936 0.000636617 0.000335859 -0.00204566 -0.000562162 -0.00567816 -0.00715789 -0.00119101 -0.00284 0.000818898 -0.00113744 -0.00844 0.000477184 5.51726e-05 0.000807408 -0.000279412 -0.000781893 -0.0013515 0.000330579 0.00125185 -0.00203922 -0.00314019 0.00174634 0.00038806 -0.00122353
internal_weight=2911 337 2574 2335 1994 239 1786 1573 208 174 163 132 177 99 126 210 99 1533 1004 529 261 475 356 110 529 142 106 399 133 84
internal_count=2911 337 2574 2335 1994 239 1786 1573 208 174 163 132 177 99 126 210 99 1533 1004 529 261 475 356 110 529 142 106 399 133 84
cat_boundaries=0 18 19 49 66 68 92 93 94 96 97 98 99 100
cat_threshold=16386 268435456 0 2105344 0 66 0 272629760 33554432 32 0 384 0 268435456 0 32 128 384 92 268435472 8 4 0 2147549184 0 0 2147483648 0 0 0 0 8192 0 0 0 0 0 33554432 0 0 0 0 0 0 0 64 0 524288 4096 268566529 1 262144 0 2 0 0 8192 2048 16 32 0 0 0 67108864 0 1073745936 0 8196 1073741824 0 0 0 0 1 0 0 0 0 0 2052 2048 512 0 0 0 0 4096 0 0 0 0 8 99648 2 1050626 32 201326592 322 16932864 208
is_linear=0
shrinkage=0.04


Tree=219
num_leaves=31
num_cat=16
split_feature=8 3 7 12 12 12 8 13 4 7 17 4 3 6 3 6 11 4 9 5 3 9 3 3 3 4 5 12 3 12
split_gain=1.67301 1.63229 1.23027 1.04289 0.955864 0.915583 0.682229 0.618628 0.412304 0.409055 0.439956 0.353775 0.331199 0.325899 0.319486 0.319175 0.296973 0.229373 0.214348 0.208816 0.208333 0.174603 0.458396 0.278524 0.17225 0.164892 0.162934 0.138739 0.122268 0.0717998
threshold=0 1998.5000000000002 1 2 3 4 5 6 1972110000.0000002 7 8 1950.0000000000002 1996.5000000000002 9 1998.5000000000002 10 11 5368.5000000000009 12 4.5000000000000009 1984.5000000000002 13 1988.5000000000002 2000.5000000000002 2017.5000000000002 5157000000.000001 1.5000000000000002 14 2017.5000000000002 15
decision_type=9 8 9 9 9 9 9 9 10 9 9 10 10 9 10 9 9 10 9 8 10 9 10 10 8 10 10 9 8 9
left_child=1 -1 4 -3 12 7 -7 20 15 29 14 19 -2 16 17 18 -12 26 -9 -5 -4 22 -15 -23 -17 -19 -11 -18 -21 -8
right_child=2 3 5 11 -6 6 9 8 -10 10 13 -13 -14 21 -16 24 27 25 -20 28 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002195125645484937 1.0850559306352134e-05 1.057947405216286e-05 1.7392545151242854e-06 -3.6377236180993417e-05 -2.2677461655847702e-05 2.185666844204826e-05 3.9051962837147559e-05 -3.3340962616329063e-07 -0.00016231214534801679 -3.0063621470266902e-06 1.1984369129856743e-05 3.8929337286610641e-05 -1.786278492608385e-05 8.9011486509440758e-05 -6.5736339644613509e-05 -8.4564164486994784e-05 1.8201955476171209e-07 -8.8893364140067658e-05 4.8772698679529704e-06 -3.1962617563200221e-05 6.0515381854037145e-05 -6.8718613703563125e-07 -0.0001086667607722403 0.0011287492959531642 -1.1099168902501677e-05 0.00017948118818771522 4.0549312225334577e-05 1.5105465008989221e-06 -2.5281010256627013e-05 2.8676550564787995e-06
leaf_weight=27 74 103 171 50 105 213 110 200 33 113 229 26 27 97 32 30 227 40 116 34 40 141 62 70 137 30 36 161 99 110
leaf_count=27 74 103 171 50 105 213 110 200 33 113 229 26 27 97 32 30 227 40 116 34 40 141 62 70 137 30 36 161 99 110
internal_value=7.2011e-05 -0.00252571 0.000419121 -0.00176358 -0.00247005 0.00067746 0.00119144 -0.000504065 -0.00124478 0.000865895 0.000570056 -0.00329091 0.000392857 0.0009499 -0.000900763 -0.000966942 0.00150955 -0.000381818 -0.000171254 -0.00406522 0.00127928 1.44709e-10 -0.000964706 0.000738739 -0.00231461 -0.00225352 0.000506667 0.000781955 -0.00319403 0.00242424
internal_weight=2943 339 2604 312 206 2398 1671 727 516 1458 1238 209 101 987 251 483 617 219 316 183 211 370 159 211 167 70 149 388 133 220
internal_count=2943 339 2604 312 206 2398 1671 727 516 1458 1238 209 101 987 251 483 617 219 316 183 211 370 159 211 167 70 149 388 133 220
cat_boundaries=0 30 48 50 52 53 74 75 92 93 94 95 98 100 102 104 105
cat_threshold=268435456 2056 4 0 2147549184 0 0 0 1 0 0 0 64 0 0 0 0 0 33558528 0 0 0 0 8 0 49152 64 0 524288 4096 0 128 67108864 0 524288 64 0 0 0 32 0 0 0 0 67108864 32 1073741952 128 66624 32 9282 32 1130592 1073741824 4 0 134217728 0 1 0 2147483648 0 32768 0 4 0 1048576 0 0 0 0 0 8192 256 4 131072 1 0 0 32 0 0 0 65536 0 0 128 0 268435456 0 0 4112 11 330 216 4 1024 524288 0 2048 0 2048 16949248 32 43010
is_linear=0
shrinkage=0.04


Tree=220
num_leaves=31
num_cat=15
split_feature=7 4 7 12 6 5 13 7 12 16 12 4 8 14 4 13 6 1 8 1 1 4 15 5 4 4 1 1 4 4
split_gain=2.31832 0.837967 0.810877 0.78771 0.864935 0.712731 0.647594 0.619477 0.440551 0.414117 0.340344 0.251189 0.326731 0.235155 0.222149 0.218758 0.236076 0.210659 0.206264 0.276978 0.191521 0.311386 0.496309 0.268319 0.178551 0.160195 0.146955 0.140688 0.128506 0.128339
threshold=0 6670500000.000001 1 2 3 1.5000000000000002 4 5 6 7 8 11633120000.000002 9 10 481.00000000000006 11 12 5.5000000000000009 13 5.5000000000000009 5.5000000000000009 552615000.00000012 14 2.5000000000000004 3500075000.0000005 19000.000000000004 5.5000000000000009 5.5000000000000009 111530735000.00002 55.000000000000007
decision_type=9 8 9 9 9 8 9 9 9 1 9 10 9 9 10 9 9 8 9 10 8 8 9 8 8 8 10 8 8 10
left_child=1 5 8 4 6 -1 10 18 9 -3 26 12 -6 15 -7 16 -9 -4 -5 -20 21 -14 -23 -24 -15 -12 -2 -10 -26 -22
right_child=3 2 17 7 11 14 -8 13 27 -11 25 -13 20 24 -16 -17 -18 -19 19 -21 29 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=4.5924115014594775e-05 -4.7717107792911826e-06 -6.7863843329152399e-07 -2.1217552698443694e-05 4.4087996404265027e-07 2.6938569114462447e-05 -2.7624998264476553e-05 4.9224894125113267e-06 1.3398959460027115e-05 2.8413000635494734e-06 -3.5308250535685568e-06 -0.00011912838135617422 -0.00022686485200576625 2.6528318479334556e-05 3.1785233136922319e-05 -0.00018134707162616428 1.0443016777778448e-05 2.8868146704028594e-07 -2.3434402761474335e-05 -4.8446347253780793e-07 -3.0051972695607725e-05 5.7480448904103233e-05 -1.3952758186535266e-05 -4.6842404046797452e-06 -8.7563260589229328e-05 -0.00011663359644720271 1.3056198916640494e-06 -2.6110568937439012e-07 2.370503210256961e-06 1.7647907018458542e-06 -2.5511473641271122e-05
leaf_weight=28 65 96 166 102 103 30 337 105 114 45 25 27 64 25 33 419 132 44 78 25 90 225 49 56 25 215 38 34 159 25
leaf_count=28 65 96 166 102 103 30 337 105 114 45 25 27 64 25 33 419 132 44 78 25 90 225 49 56 25 215 38 34 159 25
internal_value=0.000159732 -0.00206323 -0.001448 0.000715 5.7143e-05 -0.0056087 0.00104197 0.00151711 -1.33332e-05 -0.00155263 -0.00019209 -0.000990769 -0.000835236 0.0019863 -0.0079375 0.00237481 0.00124194 -0.00325792 -0.000462963 -0.00164912 -0.00123846 -0.00168101 -0.00217523 -0.00431034 0.000709091 0.00063745 -0.002 0.00145912 0.000302703 0.000172414
internal_weight=2979 590 499 2389 1319 91 680 1070 289 141 343 639 612 865 63 656 237 210 205 103 509 394 330 105 209 240 103 148 184 115
internal_count=2979 590 499 2389 1319 91 680 1070 289 141 343 639 612 865 63 656 237 210 205 103 509 394 330 105 209 240 103 148 184 115
cat_boundaries=0 18 36 38 39 40 52 53 54 56 82 83 84 85 108 109
cat_threshold=147458 128 1610874880 2623488 0 8258 0 268435456 65536 8224 8192 0 0 268435456 67108864 32 1073741952 384 2 0 0 2621440 0 0 0 0 65536 8224 8192 0 0 268435456 0 0 1073741824 128 67258466 32 90 2 0 0 0 0 2 0 0 131072 33556480 0 0 256 27714 2 67108864 32 16 8 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 16384 8321 4 274 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 67108864
is_linear=0
shrinkage=0.04


Tree=221
num_leaves=31
num_cat=11
split_feature=8 0 12 3 0 12 3 9 9 0 15 3 6 0 0 0 9 3 1 0 12 6 0 0 0 0 6 3 3 0
split_gain=1.26438 1.63372 0.759937 1.19121 0.517105 0.506267 0.759918 0.569226 0.531711 0.708896 0.452939 0.570204 0.473048 0.401208 0.945613 0.414358 0.390276 0.473795 0.370125 0.33149 0.280533 0.295906 0.426504 0.315925 0.29503 0.290564 0.27547 0.438347 0.259433 0.239881
threshold=0 52.740000000000002 1 2011.5000000000002 44.07500000000001 2 2012.5000000000002 3 4 37.750000000000007 5 2020.5000000000002 6 32.500000000000007 36.400000000000006 21.500000000000004 7 2000.5000000000002 5.5000000000000009 42.250000000000007 8 9 18.500000000000004 9.5000000000000018 42.250000000000007 39.07500000000001 10 2007.5000000000002 1997.5000000000002 39.07500000000001
decision_type=9 8 9 8 10 9 8 9 9 10 9 8 9 10 10 10 9 10 8 10 9 9 10 10 10 10 9 8 10 10
left_child=2 5 3 -1 13 7 -7 18 9 -8 -10 -12 -13 15 -15 -5 -4 19 29 -18 -14 22 23 -22 -23 -24 -9 28 -28 -2
right_child=1 -3 16 4 -6 6 8 26 10 -11 11 12 20 14 -16 -17 17 -19 -20 -21 21 24 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.4353811895321752e-05 -4.5954210563500711e-07 -4.2309630509950386e-05 1.6630397908601334e-05 -1.5891605419880409e-07 0.00011589874110365798 2.9174261336048544e-05 2.2640681111017657e-05 0.0002874470042791007 -2.213627870353837e-06 -0.00020135282617065583 -2.0254083738640445e-05 6.2437589445693195e-05 1.535132030321225e-06 -0.00016527782980586968 -1.7733946737599454e-05 1.822085435336646e-05 -7.354564341676449e-06 4.9965863923627861e-05 2.3458216653651221e-05 3.0995207629901022e-05 2.7337905502903275e-06 -3.0492359646514625e-05 7.5067625882747896e-05 -3.8305771925832835e-07 9.2293264065025426e-05 6.6505915535414485e-06 8.2650300824458452e-06 1.558202150193299e-06 -0.00018349305745106462 -7.5076665831423916e-05
leaf_weight=46 37 36 101 28 60 190 34 279 180 77 58 120 166 27 184 26 124 37 49 32 40 164 65 110 45 90 25 479 32 51
leaf_count=46 37 36 101 28 60 190 34 279 180 77 58 120 166 27 184 26 124 37 49 32 40 164 65 110 45 90 25 479 32 51
internal_value=-0.000104243 0.00033704 -0.00162722 -0.00281675 -0.00202454 0.00047295 -3.25924e-05 0.00117134 -0.000420869 -0.00291803 -0.000122021 0.000266974 0.000549313 -0.00278195 -0.00356604 0.000290909 -7.86884e-05 -0.00111765 -0.00116216 -0.00214013 0.000115774 -0.000350476 0.000443038 -0.0010596 -0.00147273 0.00192308 0.00157385 0.000994516 -0.00227586 -0.00278652
internal_weight=2992 2327 665 371 325 2291 1339 952 1149 111 1038 858 800 265 211 54 294 193 137 156 680 514 305 150 209 155 815 536 57 88
internal_count=2992 2327 665 371 325 2291 1339 952 1149 111 1038 858 800 265 211 54 294 193 137 156 680 514 305 150 209 155 815 536 57 88
cat_boundaries=0 29 31 32 34 36 37 38 40 42 43 44
cat_threshold=268435456 8 4 0 2147549184 0 262144 0 1 0 0 2048 2112 512 0 0 0 0 33558528 2 2147483648 0 4194304 8 0 49152 0 0 524288 67266594 32 17974530 1 24576 256 132 2281701376 272 0 12292 67119104 2 12 338
is_linear=0
shrinkage=0.04


Tree=222
num_leaves=31
num_cat=16
split_feature=7 12 11 7 9 17 12 11 12 0 1 12 17 12 1 4 6 3 6 0 3 6 0 3 4 0 0 3 1 11
split_gain=1.80119 1.96422 1.0485 0.946476 0.671902 0.624035 0.621561 0.784863 0.696965 0.61085 0.612625 0.54878 0.64158 0.457128 0.437009 0.677877 0.42961 0.604712 0.421594 0.361957 0.356782 0.280072 0.307944 0.277147 0.274196 0.273312 0.225869 0.225447 0.203627 0.195114
threshold=0 1 2 3 4 5 6 7 8 36.900000000000006 5.5000000000000009 9 10 11 5.5000000000000009 6670500000.000001 12 1988.5000000000002 13 21.500000000000004 1994.5000000000002 14 40.250000000000007 1971.5000000000002 4.0000000000000009 40.250000000000007 22.250000000000004 1997.5000000000002 4.5000000000000009 15
decision_type=9 9 9 9 9 9 9 9 9 10 8 9 9 9 8 8 9 10 9 10 10 9 8 10 10 10 10 10 8 9
left_child=1 28 -3 -2 6 14 7 11 -9 26 25 -5 -13 -7 15 -6 -14 -18 -15 -10 24 -8 23 -23 -20 27 -4 -11 -1 -30
right_child=3 2 9 4 5 13 21 8 19 10 -12 12 16 18 -16 -17 17 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.1892620576722969e-06 7.4507544703674117e-06 -1.9206628374100731e-07 -8.4182111687887334e-06 5.717455628754583e-06 -0.00015113313107085571 1.045243531048803e-05 4.6093941191640235e-06 1.7722616776129153e-05 4.9114579956996929e-06 -5.9472223331002992e-05 5.7796638177771865e-05 -3.5182515619897063e-05 4.6671855860716014e-06 -5.4674917780921166e-05 -2.1033902015074549e-06 -3.9358560389566224e-05 4.5414004414191e-05 -9.3134721208918466e-05 -2.2496077496430506e-05 -0.00017753171014411393 0.00073507699370458951 1.0921972144561433e-06 -1.8234895704330972e-05 0.0019942290580176685 0.00097338338472746872 -4.4076626583616592e-05 -0.00024562132036160455 -9.4053461152027359e-07 -1.2163705731759469e-06 1.2203515885355446e-06
leaf_weight=44 239 153 29 217 32 107 399 109 25 76 26 101 158 113 49 84 77 60 107 142 34 103 58 43 31 26 26 28 107 128
leaf_count=44 239 153 29 217 32 107 399 109 25 76 26 101 158 113 49 84 77 60 107 142 34 103 58 43 31 26 26 28 107 128
internal_value=-0.000148704 -0.002 -0.003904 0.000379295 9.51458e-05 -0.00107746 0.000537592 -0.000137778 -0.0018676 -0.00574775 -0.0046879 0.000660257 -0.000235872 -0.00017866 -0.00306818 -0.0045812 0.000718954 -0.000891892 -0.00101351 -0.0034382 0.000262295 0.00151792 0.000260465 0.0012517 -0.000633093 -0.00580153 -0.00964286 -0.0048 0.000537931 8.47459e-05
internal_weight=2931 643 364 2288 2049 557 1492 889 276 211 156 613 396 392 165 116 295 137 285 167 172 603 204 146 138 130 55 104 279 235
internal_count=2931 643 364 2288 2049 557 1492 889 276 211 156 613 396 392 165 116 295 137 285 167 172 603 204 146 138 130 55 104 279 235
cat_boundaries=0 18 20 21 38 40 41 43 45 46 48 49 51 52 53 54 55
cat_threshold=147456 128 1073741824 2097156 0 8192 33554432 537001984 0 32 0 256 0 268435456 0 32 128 384 1073472 32 49184 268435457 1 100925440 2048 32 0 0 8192 0 0 32 0 0 0 0 0 16 1073741824 6320 11 27970 32 16420 1024 66 9472 32 24 81952 34 90 12 284 32
is_linear=0
shrinkage=0.04


Tree=223
num_leaves=31
num_cat=13
split_feature=8 12 7 12 8 0 4 12 3 9 5 0 4 0 9 0 3 3 7 15 12 3 1 0 12 12 0 0 0 0
split_gain=1.42759 1.46555 1.13563 1.11923 0.887128 0.77426 0.625315 0.595931 0.616608 0.808656 0.492521 0.660206 0.467292 0.834617 0.467178 0.321595 0.319305 0.336682 0.239691 0.519758 0.3686 0.263416 0.262223 0.229048 0.206365 0.191244 0.539803 0.386273 0.179329 0.179065
threshold=0 1 2 3 4 7.7500000000000009 10347970000.000002 5 2012.5000000000002 6 10.500000000000002 36.900000000000006 2331015000.0000005 37.250000000000007 7 48.175000000000004 2000.5000000000002 1992.5000000000002 8 9 10 2017.5000000000002 5.5000000000000009 42.250000000000007 11 12 30.500000000000004 39.07500000000001 38.20000000000001 39.07500000000001
decision_type=9 9 9 9 9 10 10 9 8 9 8 10 8 10 9 10 8 10 9 9 9 10 10 10 9 9 8 10 10 10
left_child=1 -1 3 12 -4 -6 7 8 -7 -10 29 -12 -2 -14 -9 16 17 -16 -11 21 -21 25 -22 -13 -18 27 -27 -20 -26 -3
right_child=2 10 4 -5 5 6 -8 14 9 18 11 23 13 -15 15 -17 24 -19 19 20 22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=2.0122439090717522e-05 -3.0651651282807336e-05 -0.00011222406425109839 9.5397634882536451e-06 2.2585712515606709e-06 -4.2116556570094016e-05 2.4454039044041024e-05 -0.00017054240481839594 -2.7348697830319061e-06 1.6592595173758896e-05 7.33012380065912e-07 -6.1804240170999645e-05 -5.140823922721718e-06 -4.0797881213060524e-06 -1.162803848421478e-06 3.758398465884364e-05 -2.4837777210159254e-05 5.7450481739482849e-06 -0.00012841958852492606 -1.6281859187457768e-06 -1.8702061295416854e-05 2.277588257145562e-05 1.5835392155166694e-05 -9.5171357205408923e-07 -0.00015187473633595814 1.5616990297679906e-06 -8.8990831628625444e-06 5.6139745707565457e-07 -0.00020706904771959517 1.8290726767376579e-06 -5.1282368719763328e-05
leaf_weight=113 34 27 255 157 27 117 51 119 118 109 41 106 105 115 25 32 397 30 38 113 80 36 40 26 179 53 100 78 191 32
leaf_count=113 34 27 255 157 27 117 51 119 118 109 41 106 105 115 25 32 397 30 38 113 80 36 40 26 179 53 100 78 191 32
internal_value=7.33448e-05 -0.00230337 0.000396935 -0.00150711 0.000760346 0.000458848 0.000557945 0.000678879 -8.0627e-05 -0.000496083 -0.0040823 -0.00314943 -0.00310943 -0.00253394 0.00135366 0.00168324 0.00185662 -0.00107143 -0.00105167 -0.00139891 4.91805e-05 -0.00246835 0.00152672 -0.00174436 0.00206771 -0.00297778 -0.00163415 -0.00422047 0.00125984 -0.0074
internal_weight=2944 345 2599 411 2188 1933 1906 1855 882 765 232 173 254 220 973 854 822 55 647 538 233 305 120 132 767 269 153 116 370 59
internal_count=2944 345 2599 411 2188 1933 1906 1855 882 765 232 173 254 220 973 854 822 55 647 538 233 305 120 132 767 269 153 116 370 59
cat_boundaries=0 29 31 49 51 75 77 79 81 88 89 90 91 92
cat_threshold=1073741824 2056 4 0 73728 0 0 2147483648 1 0 0 33556736 8256 0 0 0 0 0 0 0 0 0 0 0 0 49152 64 0 524288 1120 32 131072 128 67108864 2097152 0 0 33554432 805306368 65536 32 8192 0 0 268435456 0 32 128 128 83944450 32 0 2 0 134217728 2147483648 1 0 0 0 32768 0 4 0 1048576 0 0 0 0 0 8192 128 0 0 8 17866848 34 1 12288 1 4096 0 0 0 0 0 0 131072 201326592 16818240 67126274 40992
is_linear=0
shrinkage=0.04


Tree=224
num_leaves=31
num_cat=12
split_feature=7 8 0 8 3 6 7 0 7 8 0 0 0 0 5 0 6 0 13 18 3 0 0 1 0 0 13 0 0 6
split_gain=1.78775 1.1059 1.04606 0.781412 1.31654 0.669043 0.59704 0.562962 0.53859 0.470789 0.605414 0.523507 0.619381 0.431787 0.339079 0.335224 0.49164 0.935243 0.294918 0.207663 0.194604 0.168779 0.160881 0.157388 0.208288 0.452663 0.192485 0.255974 0.353316 0.243534
threshold=0 1 54.500000000000007 2 2009.5000000000002 3 4 40.250000000000007 5 6 31.500000000000004 42.710000000000008 20.500000000000004 44.07500000000001 2.5000000000000004 27.750000000000004 7 36.400000000000006 8 9 2018.5000000000002 16.750000000000004 27.750000000000004 5.5000000000000009 38.57500000000001 23.500000000000004 10 29.500000000000004 12.250000000000002 11
decision_type=9 9 8 9 10 9 9 10 9 9 10 10 10 10 10 10 9 10 9 9 8 10 10 10 10 10 9 10 10 9
left_child=5 -2 3 4 -3 9 -5 8 -8 10 21 12 -11 15 20 -7 17 -17 -9 -20 22 -1 -10 26 25 -25 27 28 -22 -29
right_child=1 2 -4 6 -6 13 7 18 14 11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 23 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-3.9206099112411174e-07 1.4184067162771137e-05 -1.9640992752191342e-06 -6.0573296158897554e-05 0.0012109235460616029 -6.3759748552710591e-05 2.8353767245613448e-05 0.0025823857681765302 9.5974519239759516e-06 -4.2482333108919021e-07 -1.3612596094010445e-07 1.0194709947905034e-05 -0.0001332826350480222 3.8401037879011248e-05 2.1003589044163281e-05 -2.0106248143387386e-05 -4.0009504165762072e-05 -9.3084670935084856e-06 -6.3052257227422704e-05 -2.3688462879059498e-05 -0.00029383839847491267 -6.2329242637155881e-07 -4.5815790467691516e-06 0.00057132659495595726 3.1759209756595641e-06 0.00075870291419026178 -0.000616620882388149 6.5474274858827801e-06 -1.0616591629534109e-05 1.2446692584698507e-06 3.020671271123994e-06
leaf_weight=47 336 193 28 103 38 32 101 105 34 248 26 52 120 31 25 45 121 60 86 58 54 42 188 44 34 27 292 155 103 125
leaf_count=47 336 193 28 103 38 32 101 105 34 248 26 52 120 31 25 45 121 60 86 58 54 42 188 44 34 27 292 155 103 125
internal_value=0.000153013 0.000764486 0.000361419 0.000486976 -0.00163636 -0.00141796 0.000812945 0.000585298 0.000953508 -0.00054945 -0.00269841 9.28076e-05 0.000628726 -0.00294667 0.000663004 -0.00358301 -0.00412335 -0.00603448 -0.001136 -0.00221935 0.000779565 -0.00448889 0.0018296 0.000498204 -0.000943396 -0.00216667 0.000706849 0.000151786 0.00144304 -0.000569395
internal_weight=2953 2129 1793 1765 231 824 1534 1431 1182 535 115 420 368 289 1081 258 226 105 249 144 1056 89 222 834 105 71 729 437 157 280
internal_count=2953 2129 1793 1765 231 824 1534 1431 1182 535 115 420 368 289 1081 258 226 105 249 144 1056 89 222 834 105 71 729 437 157 280
cat_boundaries=0 18 48 78 79 96 113 136 137 138 139 140 141
cat_threshold=2 268435584 8192 2097152 2 8256 0 805437440 67584 32 8192 0 0 0 0 32 0 384 0 0 0 134217728 0 1 262144 0 0 32768 0 4 0 1048576 0 0 0 0 0 8192 128 0 4194304 0 0 16384 0 0 0 8192 268435472 12 4 0 0 0 0 2147483648 0 0 0 2048 8192 0 0 0 0 0 4096 0 2147483648 0 0 0 0 0 64 0 0 4096 216 268435457 1 1073741824 0 0 0 0 8192 0 0 0 0 0 0 0 0 1073741824 0 0 1048576 2048 0 0 0 0 0 0 32 0 16 0 0 0 4112 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 384 0 4194304 256 10 4 10 282
is_linear=0
shrinkage=0.04


Tree=225
num_leaves=31
num_cat=12
split_feature=7 8 8 0 12 2 0 7 7 11 17 12 0 2 2 15 11 12 2 0 2 2 0 2 4 2 2 2 0 2
split_gain=2.18632 1.10094 0.880816 0.882301 0.787159 0.793152 0.896269 0.715175 0.627932 0.619142 0.924551 0.778422 0.580599 0.813054 0.546588 0.340784 0.742506 0.438539 0.337208 0.336921 0.314876 0.294501 0.475353 0.443269 0.282341 0.242626 0.414095 0.240095 0.229278 0.216459
threshold=0 1 2 52.740000000000002 3 38.500000000000007 38.57500000000001 4 5 6 7 8 40.250000000000007 19.500000000000004 15.500000000000002 9 10 11 11.500000000000002 42.250000000000007 8.5000000000000018 16.500000000000004 23.500000000000004 39.500000000000007 152.50000000000003 12.500000000000002 23.500000000000004 33.500000000000007 39.07500000000001 13.500000000000002
decision_type=9 9 9 8 9 10 10 9 9 9 9 9 10 8 10 9 9 9 10 10 10 10 10 10 10 10 10 10 10 8
left_child=4 -2 -3 8 5 -1 -7 14 -4 -10 24 18 -13 -14 20 17 -17 29 -12 21 -6 -20 23 -23 27 -19 -27 -11 -28 -9
right_child=1 2 3 -5 7 6 -8 15 9 10 11 12 13 -15 -16 16 -18 25 19 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-9.8805211334115064e-06 -3.9297076128915373e-05 1.8604860875731998e-05 0.0011881589889026639 -3.0613300899017664e-05 -5.9065903455687457e-05 -5.4681287375313637e-05 -2.626570464413034e-06 -4.5304721411289817e-06 1.1052617189513174e-05 -0.00025602999161800999 7.1524424673499018e-05 -9.5958361574046101e-07 1.5088320439178696e-05 -0.00098461035365269255 -5.9935767647802286e-05 -1.7485431718456335e-06 2.3112007123154227e-05 -7.969153110623376e-05 -1.5127577318010495e-05 -0.00024146808611183804 8.613237061193384e-06 2.7267012345510857e-06 0.0001519248450898334 -2.1779789322638927e-06 -1.3803264174776101e-05 9.2803328668195936e-06 -4.4053728106424828e-07 -1.1230710913385725e-05 -3.1567468576562647e-05 5.1751088556942469e-07
leaf_weight=125 107 329 113 31 27 57 25 33 289 30 238 462 31 30 44 121 122 42 55 25 29 40 205 46 41 27 57 45 32 75
leaf_count=125 107 329 113 31 27 57 25 33 289 30 238 462 31 30 44 121 122 42 55 25 29 40 205 46 41 27 57 45 32 75
internal_value=-6.40762e-05 0.000614662 0.000831272 0.000451537 -0.00180895 -0.00390826 -0.00713253 -0.00103871 0.000581466 0.000354005 -3.81253e-05 0.00032196 -0.000801498 -0.00445161 -0.00396396 -0.000392308 0.000677165 -0.0013574 0.00128387 0.000548387 -0.00168421 0.000876081 0.00138356 -0.00110345 -0.00327559 -0.00265089 -0.00184615 -0.005 -0.00315556 0.000605042
internal_weight=2933 2117 2010 1681 816 207 82 609 1650 1537 1248 1132 523 61 100 509 243 266 609 371 56 346 291 86 116 158 116 75 89 108
internal_count=2933 2117 2010 1681 816 207 82 609 1650 1537 1248 1132 523 61 100 509 243 266 609 371 56 346 291 86 116 158 116 75 89 108
cat_boundaries=0 18 47 77 79 96 109 112 113 115 116 119 120
cat_threshold=131074 128 1048576 0 0 134225986 33554432 805437440 33619968 8224 8192 128 0 268435456 0 32 128 256 16 0 4 0 0 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 0 0 524288 0 0 0 134217728 0 1 786432 0 0 32768 0 4 2048 1048576 0 0 0 0 0 8192 0 0 4194304 0 0 268451840 0 0 0 8192 83952672 2 2 0 0 0 0 8194 33554432 268435456 0 8192 0 0 0 0 0 32 128 268435456 1 8192 0 0 0 0 8192 0 16 32 2097152 128 32768 2147484704 524288 34 16844034 34 201326592 32 0 524288 1228864
is_linear=0
shrinkage=0.04


Tree=226
num_leaves=31
num_cat=13
split_feature=7 8 12 0 7 13 0 0 12 17 7 0 3 6 6 12 0 3 1 0 7 0 3 1 3 12 1 0 1 0
split_gain=1.92345 1.49426 1.29374 0.962763 0.974836 0.780566 0.961693 0.514959 0.495728 0.581283 0.480934 0.568991 0.430507 0.354199 0.345268 0.322028 0.31455 0.280776 0.26321 0.253898 0.252558 0.225075 0.213727 0.224945 0.211792 0.199858 0.144978 0.154938 0.131774 0.124975
threshold=0 1 2 40.250000000000007 3 4 21.500000000000004 45.425000000000004 5 6 7 24.500000000000004 2008.5000000000002 8 9 10 44.07500000000001 2013.5000000000002 4.5000000000000009 48.175000000000004 11 21.500000000000004 1975.5000000000002 5.5000000000000009 2008.5000000000002 12 5.5000000000000009 39.07500000000001 5.5000000000000009 39.07500000000001
decision_type=9 9 9 8 9 9 10 10 9 9 9 10 8 9 9 9 10 8 10 10 9 10 10 8 10 9 8 10 10 10
left_child=16 2 -2 4 24 6 -6 -5 9 22 -4 -12 -10 -14 15 26 -1 -13 -15 28 -17 -22 23 -7 -3 -20 27 -11 -9 -19
right_child=1 3 10 7 5 8 -8 19 12 14 11 17 13 18 -16 20 -18 29 25 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011720798002683498 -6.0499952850287921e-05 0.0010453961280849139 3.4034483728396502e-06 -7.1373920647659517e-05 1.7266042409887693e-06 -2.6230773439951104e-06 -0.00011779511738286572 0.00029077998003366714 0.00010914820177955414 -2.51013744291687e-06 -4.4677389917701513e-06 5.0705785175307205e-06 -5.722904662706073e-05 1.126564296537008e-05 0.00045000670434794534 8.741171994196314e-07 1.2067039502646051e-05 -0.00010924866729368004 1.9120286348794228e-07 -1.7110795357809572e-05 -2.3737486084859428e-06 1.6594414670622364e-05 7.87240386660028e-06 -0.00023714123242056493 1.9117666800335532e-05 -4.7499429148667532e-06 3.1170438551024418e-06 8.1895961979479244e-05 -1.3333242596189638e-05 -5.4954511099961748e-06
leaf_weight=247 111 188 116 181 81 100 93 26 60 80 31 25 120 62 265 107 84 33 242 69 38 79 43 25 27 171 63 27 30 108
leaf_count=247 111 188 116 181 81 100 93 26 60 80 31 25 120 62 265 107 84 33 242 69 38 79 43 25 27 171 63 27 30 108
internal_value=-0.000120013 -0.000488514 -0.00262988 -6.03289e-05 0.000279915 -5.75883e-05 -0.00250811 -0.00213681 0.000246484 0.000892602 -0.00119753 -0.00236538 -0.00057057 -0.00090604 0.00142687 0.000632099 0.00270175 -0.00153293 -0.00037037 -0.00015873 0.0016 0.00021875 -0.00116201 -0.00206349 0.00274336 -0.000743961 -0.000662983 -0.00159259 0.00182456 -0.00222535
internal_weight=2932 2601 424 2177 1871 1656 174 306 1482 827 313 197 655 595 659 394 331 166 475 125 224 117 168 125 215 413 170 107 56 141
internal_count=2932 2601 424 2177 1871 1656 174 306 1482 827 313 197 655 595 659 394 331 166 475 125 224 117 168 125 215 413 170 107 56 141
cat_boundaries=0 17 47 49 66 67 69 70 80 81 82 84 92 93
cat_threshold=268435457 1 570687488 2359296 524290 0 0 8192 0 805306368 0 0 8388752 268435456 67108864 0 4096 268435456 12 4 0 3221225472 0 0 0 1 0 0 2048 8192 0 0 0 0 0 33558528 0 128 0 0 0 0 0 64 0 524288 4096 67108866 32 2 0 1074798592 2048 0 8256 0 0 2048 0 32 0 0 0 0 0 1073741840 8 83903810 32 26 0 144 0 0 0 0 131072 131072 0 8192 324 12 16778240 32 0 0 0 0 0 0 131072 131072 231424
is_linear=0
shrinkage=0.04


Tree=227
num_leaves=31
num_cat=7
split_feature=7 7 8 2 2 4 5 0 0 0 2 0 4 8 2 2 1 2 0 4 2 0 2 14 1 0 0 1 11 13
split_gain=2.47916 1.03814 1.15648 0.709648 0.976587 0.619981 1.12387 0.572887 0.508528 0.85876 0.865085 0.666875 0.456698 0.453919 0.497445 0.401799 0.377465 0.368839 0.504649 0.297529 0.235969 0.334755 0.396169 0.339299 0.334058 0.544055 0.282247 0.267473 0.248232 0.546444
threshold=0 1 2 44.500000000000007 83.500000000000014 775.00000000000011 3.5000000000000004 52.740000000000002 15.500000000000002 39.07500000000001 17.500000000000004 29.500000000000004 552615000.00000012 3 3.5000000000000004 35.500000000000007 3.5000000000000004 14.500000000000002 39.07500000000001 133.00000000000003 4.5000000000000009 40.250000000000007 22.500000000000004 4 5.5000000000000009 39.07500000000001 9.5000000000000018 5.5000000000000009 5 6
decision_type=9 9 9 10 10 10 8 8 8 10 10 8 8 9 8 8 10 8 10 8 8 10 8 9 10 10 10 8 9 9
left_child=5 -2 3 12 -5 6 -1 13 -8 10 -10 -12 -3 14 -4 -11 -14 18 -18 -15 27 23 -23 26 28 -26 -22 -21 -25 -30
right_child=1 2 7 4 -6 -7 8 -9 9 15 11 -13 16 19 -16 -17 17 -19 -20 20 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=5.8735064387723715e-05 7.6382540338665509e-06 -8.263323987947267e-05 -4.6625158507970349e-07 -8.4466230951158629e-05 -3.1685510839579214e-05 -5.0386711427119203e-05 3.895354438087934e-07 -2.9401884574516065e-05 -4.7857226786563591e-06 -2.647785621409624e-05 -9.8525645019364631e-05 -0.00011364873013709016 -0.00018079053504313204 5.4996525549239915e-06 6.1704513079126908e-06 -4.2093514905974922e-07 -5.8216816337577953e-05 3.2301854839301926e-05 8.0977080728327513e-05 1.5248140713209028e-06 1.6912243033577371e-06 -0.0001175747194737848 -4.5135246841947768e-05 6.7633474070700867e-07 -5.3760011680218084e-06 0.0042782614660439953 1.6535765487191158e-05 2.8777787347650069e-05 -1.129081190801766e-05 1.1240740128612959e-05
leaf_weight=60 251 29 31 25 79 41 47 38 28 143 25 27 42 36 204 76 30 71 67 143 51 39 116 263 96 51 73 54 335 374
leaf_count=60 251 29 31 25 79 41 47 38 28 143 25 27 42 36 204 76 30 71 67 143 51 39 116 263 96 51 73 54 335 374
internal_value=-0.000115411 0.000379434 0.000100974 -0.002 -0.0048 -0.00282096 -0.00239803 0.000488773 -0.00327377 -0.00388 -0.00740741 -0.0104151 -0.00085 0.000591323 0.00219512 -0.00256364 -0.000189573 0.000662722 -0.000938775 0.000343484 0.000263158 8.00573e-05 -0.00166667 0.000299036 6.72568e-05 -0.0017027 0.00219259 0.00155556 0.000337102 -6.1111e-05
internal_weight=2945 2498 2247 343 104 447 406 1904 346 299 80 52 239 1866 235 219 210 168 97 1631 1595 1398 155 1243 1119 147 124 197 972 709
internal_count=2945 2498 2247 343 104 447 406 1904 346 299 80 52 239 1866 235 219 210 168 97 1631 1595 1398 155 1243 1119 147 124 197 972 709
cat_boundaries=0 18 31 61 87 88 91 92
cat_threshold=131074 268435584 270336 2097156 0 134225986 33554432 536870912 0 32 8192 256 0 0 0 32 128 256 268435456 17 67108864 786432 2 0 4194304 8192 0 402653184 32 0 8388624 16 2056 4 0 65536 0 0 2147483648 0 0 0 0 8256 512 0 0 0 0 0 0 2147483648 0 4194304 8 0 32768 64 0 524288 4096 0 4 0 0 2147483648 1 0 0 0 32768 0 4 0 0 0 0 0 0 0 8192 128 0 0 0 0 268435456 144 16416 0 524288 10
is_linear=0
shrinkage=0.04


Tree=228
num_leaves=31
num_cat=12
split_feature=7 7 15 3 9 12 2 12 6 18 2 0 0 2 3 2 0 7 2 12 13 2 0 2 2 5 0 3 0 12
split_gain=1.67492 1.15754 0.751899 0.86888 0.58044 0.909789 0.838192 0.601288 0.753108 0.591103 1.12473 0.553731 0.505774 0.618756 0.480461 0.429515 0.420349 0.457071 0.418033 0.374494 0.446773 0.461785 0.438708 0.53148 0.465524 0.484232 0.348346 0.344558 0.314487 0.383837
threshold=0 1 2 2018.5000000000002 3 4 19.500000000000004 5 6 7 34.500000000000007 38.57500000000001 39.07500000000001 28.500000000000004 2018.5000000000002 1.0000000180025095e-35 27.750000000000004 8 59.500000000000007 9 10 6.5000000000000009 42.710000000000008 119.00000000000001 13.500000000000002 3.5000000000000004 37.750000000000007 1971.5000000000002 42.960000000000008 11
decision_type=9 9 9 8 9 9 10 9 9 9 8 10 10 8 10 10 10 9 8 9 9 10 10 10 10 8 10 10 10 9
left_child=-1 2 3 -2 5 9 -7 -6 14 -3 -11 -8 -4 -14 16 -10 17 -9 28 26 21 -21 23 24 27 -26 -17 -23 29 -18
right_child=1 4 12 -5 7 6 11 8 15 10 -12 -13 13 -15 -16 19 18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00010755374649912244 -0.00021560269349024685 -0.00056211142257629428 0.00023747404909606239 -5.5926712457265133e-05 2.2511447362658684e-06 0.00012279796552037986 -7.7856521006893737e-05 3.3102522863259763e-07 -0.00021777226856412629 -4.3058451300706604e-05 9.1785071196935899e-06 -4.8009803356276724e-07 0.00028171377211615693 -9.4926236085382166e-05 -7.5631056860613075e-06 6.1780910644760266e-06 0.00014136757960799722 -2.1641190346077969e-06 0.0001202548319420611 3.3314117578534677e-05 9.2193824225717787e-06 -1.9375719354293699e-05 1.2438458822388955e-05 2.2387769251040204e-05 1.0422415006342935e-05 -9.4383705234348967e-05 -6.8080693014727011e-05 0.00074286790832514451 -3.6363602016858711e-05 5.7832106479212614e-08
leaf_weight=335 27 25 30 88 524 106 38 271 38 49 46 50 34 36 49 38 104 120 140 72 237 42 26 33 25 78 71 25 27 165
leaf_count=335 27 25 30 88 524 106 38 271 38 49 46 50 34 36 49 38 104 120 140 72 237 42 26 33 25 78 71 25 27 165
internal_value=-1.49151e-05 -0.000359619 -0.00309734 -0.00523809 -0.000101245 -0.00167385 7.80489e-05 0.00014313 -0.000251908 -0.00427481 -0.003125 -0.00278652 -0.00036036 -0.00225352 0.000523112 -0.00123563 0.000758454 -0.000193877 0.00161098 -0.00100617 -0.00052459 -0.00152564 -0.00245217 -0.00307843 -0.00397661 -0.00565385 -0.00303333 -0.00135294 0.000754209 0.00117037
internal_weight=2949 2614 215 115 2399 314 194 2085 1561 120 95 88 100 70 876 685 827 391 436 647 538 301 229 203 170 103 109 67 296 269
internal_count=2949 2614 215 115 2399 314 194 2085 1561 120 95 88 100 70 876 685 827 391 436 647 538 301 229 203 170 103 109 67 296 269
cat_boundaries=0 17 35 36 38 39 40 41 42 50 52 53 54
cat_threshold=268451840 33 1048576 786432 34 0 0 8192 0 402654208 0 0 0 268435456 67108864 0 1073745920 0 268435456 1073750016 2097152 0 8258 0 536870912 0 0 8224 0 0 0 0 32 128 256 67108864 257 8196 231744 167168 92 4 0 0 0 4 0 0 131072 131072 67125248 32 10 8194
is_linear=0
shrinkage=0.04


Tree=229
num_leaves=31
num_cat=11
split_feature=8 3 3 8 14 9 11 12 3 17 12 3 2 12 0 2 4 2 2 12 12 2 5 1 0 2 2 0 2 3
split_gain=1.43128 0.991504 0.629636 0.466891 0.553864 0.499322 0.845464 0.679172 0.766074 0.741087 0.670958 1.13008 0.970313 0.463891 0.478668 0.439732 0.402451 0.392833 0.386126 0.357918 0.344522 0.712105 0.330055 0.314477 0.360648 0.500976 0.883418 0.310017 0.304161 0.324067
threshold=0 1998.5000000000002 2014.5000000000002 1 2 3 4 5 1989.5000000000002 6 7 2022.5000000000002 19.500000000000004 8 29.500000000000004 3.5000000000000004 6186315000.000001 30.500000000000004 54.500000000000007 9 10 57.500000000000007 1.0000000180025095e-35 5.5000000000000009 27.750000000000004 39.500000000000007 10.500000000000002 39.07500000000001 37.500000000000007 2015.5000000000002
decision_type=9 8 10 9 9 9 9 9 10 9 9 8 8 9 10 8 8 8 10 9 9 10 10 10 10 10 10 10 10 8
left_child=1 -1 -3 15 -5 6 19 27 9 16 11 -7 22 -11 -15 -2 -9 -16 -10 23 21 -17 -13 24 25 26 -6 -8 -21 -30
right_child=3 2 -4 4 5 10 7 8 18 13 -12 12 -14 14 17 20 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00020107823115035416 -7.0638486133085272e-07 -4.0044462097270223e-06 -9.6125382672757352e-05 0.000440640296470337 -1.7923931528437457e-05 0.0027962713953062243 2.5536550933064097e-05 -0.00015234447868043142 -9.5164234088556277e-05 3.0755515002290426e-05 1.2759602137012002e-05 -0.00062444073964936875 1.6849215169236457e-06 1.6194141000311441e-06 -7.3806249699692595e-05 2.8040168601149321e-06 -0.00011580664371006773 -0.00011862925320482063 -1.5820906187335894e-05 2.6105658696290895e-06 5.0597983018788796e-06 -2.7235550671342948e-06 -2.9911625925817367e-05 9.1717553382623316e-07 -2.5520812814609437e-06 -1.5311740742157709e-06 1.4633208116008244e-06 -4.0925020971102667e-05 1.0442214684301587e-05 -7.3664142598474091e-07
leaf_weight=27 35 163 26 157 37 43 64 35 35 100 467 35 55 45 36 93 83 63 37 297 200 30 31 91 266 57 52 42 38 170
leaf_count=27 35 163 26 157 37 43 64 35 35 100 467 35 55 45 36 93 83 63 37 297 200 30 31 91 266 57 52 42 38 170
internal_value=-0.000192374 -0.00324229 -0.00233684 6.50648e-05 -0.000143161 -0.000312329 -0.000697883 -0.00196007 -0.00266067 -0.00196143 0.000629284 -0.00150857 -0.00357377 -0.000564706 -0.00196129 0.00138753 -0.0044031 -0.00364 -0.00646575 -7.85069e-06 0.00188889 8.95524e-05 -0.00680597 -0.000754864 -0.00123971 -0.00282993 -0.000933333 0.000888889 0.000736434 -0.000421052
internal_weight=2910 216 189 2694 2336 2179 1548 540 434 362 631 164 121 244 144 358 118 99 72 1008 323 123 66 503 412 146 89 106 505 208
internal_count=2910 216 189 2694 2336 2179 1548 540 434 362 631 164 121 244 144 358 118 99 72 1008 323 123 66 503 412 146 89 106 505 208
cat_boundaries=0 30 59 60 62 64 66 67 68 69 71 73
cat_threshold=0 8 4 0 2147549184 0 0 0 0 0 0 0 8192 0 0 0 0 0 33554432 0 0 0 0 8 0 32768 64 0 0 4096 0 2048 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 384 0 0 0 0 16384 0 0 524288 129 257 26640 32804 1114624 68288512 32 41 50464 66594 17956962 32 1059104 32
is_linear=0
shrinkage=0.04


Tree=230
num_leaves=31
num_cat=14
split_feature=8 12 2 7 5 7 8 12 4 7 9 17 2 2 13 2 2 6 15 2 2 2 3 12 2 3 2 2 13 2
split_gain=2.02875 1.67588 0.938951 0.751031 0.62214 0.601038 0.447121 0.376858 0.642978 0.429632 0.446972 0.426873 0.586783 0.413306 0.506831 0.322547 0.312163 0.301559 0.294914 0.477188 0.317278 0.462446 0.575614 0.287766 0.282967 0.280062 0.407955 0.356615 0.266248 0.554945
threshold=0 1 13.500000000000002 2 1.0000000180025095e-35 3 4 5 3681544000.0000005 6 7 8 12.500000000000002 23.500000000000004 9 19.500000000000004 16.500000000000004 10 11 89.500000000000014 5.5000000000000009 45.500000000000007 2000.5000000000002 12 28.500000000000004 1993.5000000000002 43.500000000000007 19.500000000000004 13 9.5000000000000018
decision_type=9 9 8 9 10 9 9 9 10 9 9 9 10 8 9 8 10 9 9 8 10 10 10 9 10 10 10 8 9 10
left_child=1 15 4 23 -3 24 -7 8 11 16 13 12 -8 17 -15 -1 -9 -11 19 20 -13 22 -22 -2 -5 26 27 -4 29 -20
right_child=3 2 25 5 -6 6 7 9 -10 10 -12 18 -14 14 -16 -17 -18 -19 28 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.2464457464068218e-06 1.8281803317034939e-06 -4.5973481922269481e-05 -2.8611869527823751e-05 -5.4139280065836321e-06 -1.4824948141937711e-06 1.1304201648366777e-05 -0.00014668479333355386 -2.0310066370370595e-05 -0.00015211598773765252 8.534485698434563e-07 0.00084221357344153132 8.9259373460776824e-06 2.4129440025074563e-05 -2.6081000363749944e-06 9.3627446782704219e-07 -7.8147311516583396e-07 1.7085564958135991e-08 8.5203200792796429e-06 -7.2535129356720623e-06 -2.2768361546408432e-05 -9.649521610100824e-06 1.1266406472068494e-06 8.286342288832063e-05 0.00027156179888503638 -2.9360345319897816e-05 -3.6713454520200454e-05 -3.5855464036478718e-05 3.3991246368337e-05 4.7410176384743493e-06 5.8546202086166767e-06
leaf_weight=98 112 69 26 57 25 145 93 36 26 141 196 60 46 121 294 134 67 201 25 42 152 81 57 235 48 36 51 46 139 88
leaf_count=98 112 69 26 57 25 145 93 36 26 141 196 60 46 121 294 134 67 201 25 42 152 81 57 235 48 36 51 46 139 88
internal_value=3.66352e-05 -0.00229839 -0.0045 0.00050465 -0.00783158 0.000216369 0.000376052 0.000202559 -0.000443902 0.000697282 0.000966805 -0.000239796 -0.00216 0.000505208 -0.000336538 0.000197531 -0.00164912 0.00153936 0.000207634 -0.000476427 1.48587e-10 -0.000549828 -0.00154286 0.00220112 -0.00258621 -0.002775 -0.00183871 0.000109589 0.00124715 -0.000225806
internal_weight=2947 485 253 2462 94 2115 2010 1865 809 1056 953 783 139 757 415 232 103 342 644 392 350 290 209 347 105 159 123 72 252 113
internal_count=2947 485 253 2462 94 2115 2010 1865 809 1056 953 783 139 757 415 232 103 342 644 392 350 290 209 347 105 159 123 72 252 113
cat_boundaries=0 27 28 45 62 91 92 99 101 102 103 104 105 107 108
cat_threshold=1342177280 4 4 0 3221225472 0 0 0 1 0 0 133120 10304 0 0 0 0 0 33558528 0 2147483904 0 0 8 0 32768 64 83963200 268435456 49 0 2099200 32 0 0 8192 33556480 1024 0 0 0 0 67108864 0 4112 0 0 536870912 524288 0 134225984 0 0 0 0 32 0 0 0 0 32 128 0 0 0 0 65536 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 67330400 2 0 0 0 0 0 131072 0 30768 56 4 148 201326592 17504 34 2
is_linear=0
shrinkage=0.04


Tree=231
num_leaves=31
num_cat=10
split_feature=8 2 9 0 3 9 0 12 0 0 2 4 4 8 2 13 6 12 0 9 3 0 0 2 2 12 0 2 4 2
split_gain=1.50922 1.22883 1.05389 1.01139 0.725917 0.566637 0.663449 0.520969 0.799965 1.01543 0.57585 0.516208 0.474341 0.441044 0.400346 0.317692 0.563475 0.45019 0.315115 0.279949 0.349802 0.273963 0.337272 0.230595 0.227383 0.198614 0.258235 0.197895 0.197751 0.182772
threshold=0 332.00000000000006 1 52.740000000000002 1995.5000000000002 2 39.07500000000001 3 40.250000000000007 43.675000000000004 1.5000000000000002 345.00000000000006 6670500000.000001 4 34.500000000000007 5 6 7 47.750000000000007 8 2019.5000000000002 35.600000000000009 23.500000000000004 15.500000000000002 30.500000000000004 9 23.500000000000004 4.5000000000000009 390.00000000000006 10.500000000000002
decision_type=9 10 9 8 10 9 10 9 10 10 8 10 8 9 10 9 9 9 10 9 10 10 10 10 8 9 10 10 10 10
left_child=1 2 4 5 13 6 -2 8 15 -10 -9 27 -8 28 -6 16 29 -17 -11 20 -12 22 24 -23 -19 -18 -27 -4 -1 -7
right_child=3 -3 11 -5 14 7 12 10 9 18 19 -13 -14 -15 -16 17 25 21 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.806529279800652e-06 -1.2420208950984727e-05 -4.279950557387898e-05 -4.0456730701250185e-05 -3.0929079073684119e-05 -4.6053032518044041e-06 -2.8844366802123584e-05 -0.00010551861466033996 -3.7369905665370601e-05 -0.00011073878185204786 6.1967216247265942e-05 2.2420627069100244e-06 0.00022119421843324946 1.697956098042973e-05 5.0124033867314001e-06 -1.1575479009753192e-05 1.2779105907487691e-05 1.0984247445147018e-06 4.522366025281364e-06 -0.00028234032136793932 0.0013379443153936877 -2.4369708486308107e-05 0.0027949727979811978 -0.00013036526773374646 -7.8344057489057332e-06 -1.1108903221345265e-06 -3.3227669866159158e-06 1.7602540653888655e-05 -3.843160806426742e-05 -3.5556547149274445e-05 -1.3037259760945142e-05
leaf_weight=104 33 51 27 47 59 59 26 37 25 60 777 27 93 200 28 266 112 39 28 302 27 34 30 45 37 67 54 110 30 85
leaf_count=104 33 51 27 47 59 59 26 37 25 60 777 27 93 200 28 266 112 39 28 302 27 34 30 45 37 67 54 110 30 85
internal_value=1.23289e-05 -0.00169397 -0.00119454 0.000493461 -8.33332e-05 0.000618686 -0.00166871 0.000790454 8.82354e-05 -0.00305263 0.00136222 -0.00379429 -0.000366667 0.000764179 -0.00331818 0.00052111 -0.000340206 0.00122078 -0.000988764 0.0015393 0.00109939 -0.000306122 -0.00164486 0.00145 -0.000207792 0.000868853 -0.000272727 -0.00501449 -0.000993103 -0.00221935
internal_weight=2919 636 585 2283 421 2236 152 2084 941 113 1143 164 119 334 87 828 377 451 88 1106 804 185 106 79 76 233 121 137 134 144
internal_count=2919 636 585 2283 421 2236 152 2084 941 113 1143 164 119 334 87 828 377 451 88 1106 804 185 106 79 76 233 121 137 134 144
cat_boundaries=0 29 31 33 34 47 48 49 50 52 53
cat_threshold=268435472 2060 0 0 2147549184 0 262144 2147483648 1 32768 0 256 8192 0 0 0 0 0 33554432 0 2147483904 0 4194304 0 0 32768 64 0 524288 0 6304 1 8192 17883488 268435472 0 0 0 2147483648 0 262144 0 0 0 0 0 8192 2 390 41056 0 22528 16826624
is_linear=0
shrinkage=0.04


Tree=232
num_leaves=31
num_cat=10
split_feature=11 9 12 9 6 2 4 1 2 11 12 3 2 2 4 12 12 2 3 2 2 2 2 3 9 2 2 2 2 4
split_gain=1.03259 0.602393 0.766613 1.00401 0.794924 0.644439 0.664049 0.48648 0.484513 0.462675 0.446007 0.410569 0.627432 0.603316 0.389285 0.38402 0.361348 0.358366 0.348647 0.292361 0.291856 0.271591 0.264122 0.280337 0.210206 0.209184 0.193713 0.200741 0.176139 0.169829
threshold=0 1 2 3 4 27.500000000000004 55828770000.000008 5.5000000000000009 53.500000000000007 5 6 2021.5000000000002 15.500000000000002 8.5000000000000018 1373290000.0000002 7 8 229.00000000000003 1997.5000000000002 28.500000000000004 14.500000000000002 131.00000000000003 725.00000000000011 1995.5000000000002 9 56.500000000000007 19.500000000000004 5.5000000000000009 11.500000000000002 8181455000.000001
decision_type=9 9 9 9 9 8 8 8 10 9 9 8 10 10 10 9 9 8 10 8 10 8 8 10 9 10 10 10 10 8
left_child=8 10 4 17 24 9 7 -7 19 11 -2 20 13 -13 15 -11 18 25 -8 -1 -6 29 23 -18 26 28 27 -3 -4 -5
right_child=1 2 3 21 5 6 16 -9 -10 14 -12 12 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5372211853096588e-05 -2.4254933449831271e-05 7.6221035869522522e-05 -6.8277176383603805e-05 6.2678640137173467e-06 0.00096157692802019076 -2.7011963129869857e-05 -2.5967628647464903e-07 3.5347830316344786e-05 -3.3310868906022367e-05 -4.516966738791914e-07 2.4572992276742633e-05 -2.0570703421412668e-05 8.7564089023120775e-06 -2.307555569204664e-05 -4.8771042105151388e-05 4.1761970756601974e-06 -2.7301577881450729e-06 0.00033729453694047426 -2.5687032583988452e-05 3.3173338613856044e-06 -1.7314137320412613e-05 0.00015874499375741809 -0.00034620403559715963 4.3018245183050939e-06 0.0001494985966733069 -2.9055777222964731e-05 0.0020624741085797584 -2.3493132810634344e-05 -7.5669367055699481e-06 4.9813446195136857e-07
leaf_weight=58 109 36 26 49 44 47 173 43 47 102 439 91 48 58 25 150 171 28 64 30 25 141 39 37 211 29 26 43 34 530
leaf_count=58 109 36 26 49 44 47 173 43 47 102 439 91 48 58 25 150 171 28 64 30 25 141 39 37 211 29 26 43 34 530
internal_value=-0.000144888 2.54508e-05 -0.000263042 0.000693396 -0.000822715 -0.00132269 -0.00226783 0.000879121 -0.00342466 -0.000345588 0.00120215 -0.0015018 -0.00248485 -0.00376 0.000791667 0.00129644 -0.00285361 -0.00259375 -0.0015 -0.00188764 0.00108571 0.00125855 -0.00392248 -0.00348325 0.000929664 -0.00404444 -0.000517241 -0.00155 -0.00262295 0.000889655
internal_weight=2953 2818 2270 837 1433 1117 574 90 135 543 548 266 197 149 277 252 484 117 237 88 69 720 247 208 316 89 105 79 60 579
internal_count=2953 2818 2270 837 1433 1117 574 90 135 543 548 266 197 149 277 252 484 117 237 88 69 720 247 208 316 89 105 79 60 579
cat_boundaries=0 3 5 6 8 9 10 12 13 14 16
cat_threshold=2214592513 2148081664 2048 1075970560 4256 1171554 1 8196 84 4 67111968 32 73792 16482 0 24580
is_linear=0
shrinkage=0.04


Tree=233
num_leaves=31
num_cat=10
split_feature=2 9 6 2 12 12 11 12 2 2 3 6 1 1 2 2 2 2 2 3 2 12 2 11 2 3 2 12 2 2
split_gain=0.90153 0.69678 0.716871 0.884991 0.888477 0.879433 0.869716 0.812722 0.786532 0.565337 0.563739 0.543044 0.652299 0.472695 0.504224 0.390899 0.367766 0.363271 0.406655 0.409275 0.465209 0.471283 0.701239 0.330577 0.336028 0.993266 1.02839 0.314787 0.368412 0.292574
threshold=3800.0000000000005 0 1 37.500000000000007 2 3 4 5 7.5000000000000009 48.500000000000007 2016.5000000000002 6 5.5000000000000009 5.5000000000000009 44.500000000000007 229.00000000000003 39.500000000000007 80.500000000000014 63.500000000000007 2000.5000000000002 46.500000000000007 7 9.5000000000000018 8 9.5000000000000018 2020.5000000000002 3.5000000000000004 9 21.500000000000004 74.500000000000014
decision_type=10 9 9 10 9 9 9 9 10 10 8 9 10 10 10 10 10 10 10 8 10 9 10 9 10 8 10 9 8 10
left_child=1 2 3 7 13 6 -4 8 -1 -6 -3 12 16 14 -5 17 -12 18 19 -8 21 22 -21 24 25 -7 -27 28 -25 -16
right_child=-2 10 5 4 9 23 15 -9 -10 -11 11 -13 -14 -15 29 -17 -18 -19 -20 20 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.00015764077444039516 -3.3645115352315977e-05 0.0019921439913216394 7.6029693226095912e-06 -1.7665327298334101e-06 -1.6746022273044365e-06 0.00035836709718137163 -9.4934594420181991e-05 2.8763372689103783e-06 1.0979886151180199e-06 1.1862097999171394e-06 2.5642808482458214e-06 8.3526355382588425e-06 -0.0002692920039211745 1.9239726521622458e-06 -4.5175623744062254e-07 0.0002172102248328297 -2.2228979188132817e-05 -3.8010535422523162e-05 0.00014823066579475603 -0.00016803777577758516 -0.00013731083521077272 -1.4479751690423168e-05 -2.0080765453057314e-05 1.8366446424642306e-05 2.0033242364465462e-06 -7.2330770561167966e-06 -5.4522188542004984e-05 6.6486941332051004e-05 -0.0003515087957989016 -4.3903124283776326e-06
leaf_weight=52 28 111 116 28 40 26 27 411 83 131 63 488 28 49 67 33 30 46 25 48 27 310 72 55 180 40 29 141 52 81
leaf_count=52 28 111 116 28 40 26 27 411 83 131 63 488 28 49 67 33 30 46 25 48 27 310 72 55 180 40 29 141 52 81
internal_value=-0.0001549 -8.44289e-05 -0.000442202 0.000386149 -0.00104786 -0.00107593 -0.00199161 0.00143327 -0.00123288 0.00112088 0.000984952 0.000518033 -0.00178788 -0.00262712 -0.00370621 -0.0026177 -0.000297872 -0.00291367 -0.00259608 -0.00285361 -0.00255895 -0.00222738 -0.00427481 0.000172285 -0.000769231 -0.00270833 -0.0052 0.00120463 -0.000440678 -0.00273825
internal_weight=2917 2889 2169 942 396 1227 704 546 135 171 720 609 121 225 176 588 93 555 509 484 457 430 120 523 275 95 69 248 107 148
internal_count=2917 2889 2169 942 396 1227 704 546 135 171 720 609 121 225 176 588 93 555 509 484 457 430 120 523 275 95 69 248 107 148
cat_boundaries=0 2 3 5 7 10 12 13 14 17 18
cat_threshold=262528 26628 24 67216480 32 83904610 32 16384 1024 524288 139584 2 72 16480 4 1024 524288 1089536
is_linear=0
shrinkage=0.04


Tree=234
num_leaves=31
num_cat=7
split_feature=8 12 0 8 5 4 11 0 12 2 2 1 12 0 13 2 2 2 2 3 2 3 4 3 4 2 2 2 2 4
split_gain=2.04904 0.969279 0.955757 0.885057 0.808259 0.597919 0.475622 0.668192 0.849207 1.40437 0.666548 0.638941 0.703352 1.38173 0.616828 0.466731 0.433213 0.404569 0.38182 0.345758 0.335734 0.317684 0.314068 0.305376 0.523496 0.354728 0.704017 0.550086 0.294218 0.272368
threshold=0 1 52.740000000000002 2 3.5000000000000004 552615000.00000012 3 36.400000000000006 4 21.500000000000004 34.500000000000007 5.5000000000000009 5 29.500000000000004 6 39.500000000000007 101.50000000000001 49.500000000000007 44.500000000000007 2015.5000000000002 50.500000000000007 2015.5000000000002 11633120000.000002 1998.5000000000002 62.500000000000007 17.500000000000004 23.500000000000004 10.500000000000002 11.500000000000002 2188290000.0000005
decision_type=9 9 8 9 8 8 9 8 9 8 10 8 9 10 9 10 10 10 8 8 8 10 8 10 10 8 10 10 10 8
left_child=1 4 3 -2 -1 -3 11 14 9 -9 -11 12 13 -5 15 -8 21 23 -4 -7 28 29 -10 24 25 27 -27 -15 -6 -16
right_child=2 5 18 6 20 19 7 8 22 10 -12 -13 -14 17 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.8979397941647775e-07 4.2159676380143154e-06 -0.00014792224101717438 -4.846757086336558e-05 -8.9840515856565167e-06 -5.4370221949188638e-05 -2.5145220626254425e-05 8.2529013632033417e-07 1.4160394551106908e-05 0.00018036234039829198 -0.00088701871416282723 -0.00012007529631213145 4.2151260373205164e-05 8.6278760043192262e-06 -1.0036051697467215e-05 4.2908757245838085e-06 -2.6830323356114071e-06 2.1752596776387907e-05 5.8212206269135389e-05 -3.2338586157667008e-05 1.9986223295894619e-06 -0.00014948330718022701 -2.3732452953549545e-05 -3.0719133146662229e-05 0.00041839219487049969 1.5199584896170671e-05 9.4233277513403252e-05 -0.00013869217128689314 -0.00026291464322163632 -6.4883774758112188e-06 2.4943568581596966e-07
leaf_weight=33 340 41 25 39 27 35 67 46 50 30 40 242 479 65 38 84 64 86 28 158 33 25 193 91 42 29 26 35 28 411
leaf_count=33 340 41 25 39 27 35 67 46 50 30 40 242 479 65 38 84 64 86 28 158 33 25 193 91 42 29 26 35 28 411
internal_value=-9.55304e-05 -0.00289617 0.000301624 0.000415379 -0.00572727 -0.00124082 0.000113087 -0.000498583 -0.0019 -0.00453543 -0.0084507 0.000677729 0.00018813 -0.00100943 0.000226087 -0.00195062 0.000859745 -0.000277333 -0.00496296 -0.000350515 -0.00817977 0.000454737 -0.000425197 -0.00099654 -0.00187879 -0.00294872 -0.000357143 -0.00435644 -0.00607143 0.000702222
internal_weight=2930 355 2575 2522 121 234 2182 1048 359 116 70 1134 892 413 689 151 538 374 53 193 88 474 243 288 197 155 55 100 55 449
internal_count=2930 355 2575 2522 121 234 2182 1048 359 116 70 1134 892 413 689 151 538 374 53 193 88 474 243 288 197 155 55 100 55 449
cat_boundaries=0 30 31 57 60 62 64 65
cat_threshold=16 2056 4 0 3221225472 0 0 0 1 0 0 33556480 64 0 0 0 0 0 33558528 2 2147483648 0 0 8 0 32768 0 0 524288 4096 40962 0 0 0 134217728 0 0 0 0 0 32768 0 4 8192 0 0 0 0 0 0 10240 384 0 0 0 0 268435456 49156 66048 524288 67133536 32 67125282 32 4
is_linear=0
shrinkage=0.04


Tree=235
num_leaves=31
num_cat=8
split_feature=7 8 12 2 0 2 0 4 8 2 2 7 12 2 2 2 2 2 11 4 0 12 2 2 2 2 2 2 2 2
split_gain=2.17169 1.48764 1.05434 1.32134 0.907258 0.65785 0.816407 0.685681 0.544304 0.513473 0.504913 0.504606 0.50605 0.467195 0.464153 0.433525 0.326434 0.512094 0.280786 0.538914 0.521875 0.659071 0.317325 0.612655 0.300903 0.300798 0.313678 0.275063 0.256745 0.630158
threshold=0 1 2 34.500000000000007 52.740000000000002 21.500000000000004 38.57500000000001 6186315000.000001 3 48.500000000000007 13.500000000000002 4 5 34.500000000000007 14.500000000000002 16.500000000000004 14.500000000000002 33.500000000000007 6 20282.500000000004 32.500000000000007 7 50.500000000000007 151.50000000000003 19.500000000000004 29.500000000000004 80.500000000000014 9.5000000000000018 63.500000000000007 42.500000000000007
decision_type=9 9 9 8 8 10 10 8 9 10 8 9 9 8 8 8 8 10 9 8 10 9 8 8 10 10 10 10 10 10
left_child=5 2 3 -2 8 7 -7 -1 -3 -8 27 -10 -13 -6 -14 -16 -4 -18 19 -17 -20 22 -22 -24 -23 -26 -27 -9 29 -21
right_child=1 4 16 -5 13 6 9 10 11 -11 -12 12 14 -15 15 18 17 -19 20 28 21 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=-3.3150775426428403e-05 -7.8893816249387666e-05 0.0025853133458022871 9.9207289682856398e-05 1.6106372746999603e-06 -2.2380671063727091e-05 -6.1974913899332567e-05 -0.00012205533511977128 -1.0371613375145901e-05 1.2497882856107149e-05 -4.4075772894561366e-06 0.00014951341269670124 1.7644154277475305e-06 3.5304234322099591e-06 3.8987144619885216e-06 -2.2870085811827058e-05 -0.00015366550070651497 -1.9389932829981008e-05 2.5425251412792594e-06 6.2335179791261912e-08 4.4000398703444013e-06 5.568341480780255e-05 -0.00021117805033050448 -0.00060516570960969247 4.7555633123882146e-05 -0.00023111018927081021 9.3043326798765036e-07 -5.7913319111815334e-05 -9.2435070917300588e-05 1.9142712399643634e-05 -1.1748826327491795e-05
leaf_weight=32 64 147 49 38 25 42 37 63 238 46 63 555 467 25 67 33 39 52 262 193 26 36 28 49 26 25 33 28 94 52
leaf_count=32 64 147 49 38 25 42 37 63 238 46 63 555 467 25 67 33 39 52 262 193 26 36 28 49 26 25 33 28 94 52
internal_value=-0.000117206 0.000262718 -0.00265613 -0.00559292 0.000570234 -0.00321739 -0.00555556 -0.00179679 0.000687822 -0.00319048 -0.000670968 0.00051754 0.000298416 -0.00470588 -0.000111269 -0.000631351 -0.000264901 -0.00169565 -0.000386946 0.000438642 -0.00100806 -0.00244643 0.000105263 -0.00117949 -0.00427481 -0.00592941 -0.00420339 -0.00256522 0.000929412 0.000243903
internal_weight=2934 2623 242 102 2381 311 125 186 2331 83 154 2184 1946 50 1391 924 140 91 857 372 485 223 103 77 120 84 58 91 339 245
internal_count=2934 2623 242 102 2381 311 125 186 2331 83 154 2184 1946 50 1391 924 140 91 857 372 485 223 103 77 120 84 58 91 339 245
cat_boundaries=0 18 48 50 80 97 99 102 103
cat_threshold=16385 268435456 1074798592 0 0 8258 33554432 805306368 33554432 0 8192 0 0 268435456 0 32 128 384 268435456 2052 4 0 0 0 0 0 0 0 0 33556480 8192 0 0 0 0 0 33554432 0 0 0 0 8 0 32768 0 0 524288 4096 16795650 32 1073741824 0 0 0 0 0 0 0 0 0 0 4 0 1048576 0 0 0 0 0 10240 0 0 0 0 0 1342177280 0 0 0 8192 0 1 0 2564 2 0 0 8192 0 0 0 2097152 16 0 0 0 1073741840 134400 34 4 1024 524288 16810018
is_linear=0
shrinkage=0.04


Tree=236
num_leaves=31
num_cat=9
split_feature=7 8 12 2 0 7 8 0 12 3 3 4 2 0 5 0 0 3 2 6 2 12 3 0 2 12 4 2 2 2
split_gain=2.01983 1.28579 1.11344 0.924697 1.19021 0.770196 0.515136 0.791364 0.611582 0.467731 0.451486 0.448378 0.459035 0.387442 0.37955 0.74266 1.34576 0.66531 0.521668 0.349735 0.648197 0.606971 0.363182 0.512407 0.41893 0.34718 0.415026 0.343743 0.341867 0.324681
threshold=0 1 2 4.5000000000000009 40.675000000000004 3 4 52.740000000000002 5 1998.5000000000002 2012.5000000000002 293.00000000000006 56.500000000000007 39.07500000000001 3.5000000000000004 22.250000000000004 36.900000000000006 1998.5000000000002 17.500000000000004 6 1.5000000000000002 7 2006.5000000000002 39.07500000000001 4.5000000000000009 8 10087555000.000002 37.500000000000007 10.500000000000002 22.500000000000004
decision_type=9 9 9 10 8 9 9 10 9 10 8 10 8 10 8 10 10 10 10 9 8 9 10 10 10 9 8 10 10 8
left_child=2 10 -1 -4 14 -3 8 19 9 -7 -2 12 13 -12 -5 -16 -17 18 -18 25 -21 22 23 -22 -25 27 -27 -8 -15 -23
right_child=1 5 3 4 -6 6 7 -9 -10 -11 11 -13 -14 28 15 16 17 -19 -20 20 21 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=7.3205453829755237e-06 6.6719863841832046e-05 8.6158999349997785e-05 4.9712338401492139e-05 2.8256330281042215e-06 -9.5020166347171248e-05 2.2653131691916475e-06 3.1164842270214877e-06 -6.2693765986223483e-05 3.9619664964217563e-06 -1.3151992763349753e-05 -8.0582455790297671e-05 8.5657073201766138e-05 -4.618825620779421e-05 -3.4397648886776542e-05 2.9206433911791741e-06 -0.00023474121768406804 -0.00020495833461707774 0.00085086900008219508 -2.5350400903860768e-05 -4.8232191952146555e-05 0.00013776354983061889 0.00018804556924680377 0.00030815435157466293 2.0560621145000367e-06 -7.0628936367426171e-05 1.1094603479328063e-05 -3.6319335007381203e-07 8.8273056376846457e-08 3.1740865774913009e-05 -1.8132775850100401e-05
leaf_weight=112 35 229 29 31 25 106 335 31 260 25 39 37 40 40 47 35 39 36 37 26 56 222 39 36 152 36 369 182 43 190
leaf_count=112 35 229 29 31 25 106 335 31 260 25 39 37 40 40 47 35 39 36 37 26 56 222 39 36 152 36 369 182 43 190
internal_value=-4.24656e-05 0.000374951 -0.00267662 -0.00401379 -0.00494024 0.000666378 0.000414258 0.000104451 0.00170149 -0.000535211 -0.00238367 -0.00322 -0.0041227 -0.00286179 -0.0039823 -0.0046359 -0.00602703 -0.00382301 -0.00592208 0.000226278 -0.000431694 -0.000201149 -0.00159184 -0.00222041 -0.00321693 0.000737406 -0.000144231 0.00141667 -0.00128571 0.000775414
internal_weight=2919 2528 391 279 250 2294 2065 1674 391 131 234 199 162 122 225 194 147 112 76 1643 721 695 283 244 188 922 405 517 83 412
internal_count=2919 2528 391 279 250 2294 2065 1674 391 131 234 199 162 122 225 194 147 112 76 1643 721 695 283 244 188 922 405 517 83 412
cat_boundaries=0 17 46 47 64 91 92 93 94 96
cat_threshold=1 268435584 1073750016 2097156 0 8258 33554432 805306368 0 8224 0 0 0 0 0 32 128 1073741824 2060 4 0 65536 0 0 0 0 0 0 2048 2048 0 0 0 0 0 0 0 0 0 0 0 0 32768 64 0 524288 35136 268566528 33 33554432 0 0 0 0 8192 2048 134217728 0 0 128 268435456 67108864 0 16 268435456 0 0 0 2147483648 1 262144 0 0 32768 0 4 0 0 0 0 0 0 0 8192 384 0 0 8 0 0 4 139266 344 1141088 17907970 32
is_linear=0
shrinkage=0.04


Tree=237
num_leaves=31
num_cat=9
split_feature=7 0 2 7 2 12 0 2 12 7 0 12 4 6 0 0 0 1 6 5 3 5 2 2 2 7 0 0 0 0
split_gain=1.30497 1.42112 1.19815 0.851126 0.919242 0.80295 0.530211 0.487549 0.687238 0.628165 0.976316 0.535691 0.590121 0.470492 0.794234 0.464463 0.432829 0.428516 0.302426 0.292325 0.291675 0.355897 0.270515 0.490612 0.301414 0.266457 0.780467 0.455768 0.620377 0.422851
threshold=0 52.740000000000002 26.500000000000004 1 43.500000000000007 2 30.500000000000004 36.500000000000007 3 4 36.400000000000006 5 4850.0000000000009 6 32.500000000000007 40.250000000000007 39.07500000000001 5.5000000000000009 7 4.5000000000000009 2010.5000000000002 2.5000000000000004 510.50000000000006 176.00000000000003 46.500000000000007 8 39.07500000000001 39.07500000000001 44.07500000000001 29.500000000000004
decision_type=9 8 8 9 10 9 10 10 9 9 10 9 10 9 10 10 10 8 9 8 10 8 10 10 10 9 10 10 10 10
left_child=5 3 -3 4 6 15 -2 8 13 10 -10 16 18 14 -5 -1 -9 -8 19 -13 21 -16 23 24 -21 26 -15 29 -29 -27
right_child=1 2 -4 7 -6 -7 17 11 9 -11 -12 12 -14 25 20 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00031722969737489853 0.0001127588659449345 -6.298951557889997e-05 -1.9974282289707901e-05 -0.00015527700584917238 -2.9298736880377727e-05 0.00017657654717079127 -3.2597866241543055e-05 -2.4543319025333875e-06 7.9552069488715383e-06 3.9451308963456377e-06 -0.00022434620669313857 -4.1383381788047229e-05 -0.00012901520215222187 1.2868555741445728e-06 -5.9163300496496239e-05 -0.00020852696362458643 6.3761434193385581e-07 0.00039769642236709329 0.00094846716198324825 -1.4259249453140596e-06 -6.1257505594068524e-05 3.4886289972566552e-06 0.00055099768098214742 -8.2931996700535286e-06 3.8093346840709387e-07 9.1185597895320417e-07 -1.7574789640121155e-05 0.00068653270733662797 -0.00015459301965802926 -0.00020148413754224104
leaf_weight=57 30 26 32 25 55 249 97 143 53 752 57 31 50 85 36 48 98 45 111 69 27 114 31 32 231 59 29 203 34 30
leaf_count=57 30 26 32 25 55 249 97 143 53 752 57 31 50 85 36 48 98 45 111 69 27 114 31 32 231 59 29 203 34 30
internal_value=0.000216327 -0.000100154 -0.00623729 4.27217e-05 -0.00223529 0.00245479 -0.000878613 0.000276937 0.000701661 0.00142955 -0.00132231 -0.000521957 0.000176679 -0.000294027 -0.00184038 -0.000517241 -0.00204762 -0.0019021 0.000592886 3.95063e-05 -0.000966292 -0.000264901 0.000362638 2.40242e-05 0.000531562 0.000443459 -0.001152 0.00102077 0.00196639 -0.00137778
internal_weight=2939 2585 58 2527 227 354 172 2300 1504 862 110 796 555 642 202 105 241 142 505 394 177 150 363 332 300 440 114 326 237 89
internal_count=2939 2585 58 2527 227 354 172 2300 1504 862 110 796 555 642 202 105 241 142 505 394 177 150 363 332 300 440 114 326 237 89
cat_boundaries=0 17 35 37 39 51 52 53 54 62
cat_threshold=268435458 49 570425344 512 65568 0 0 8192 0 1024 32 64 0 268435456 0 0 4240 1 0 1074798592 524288 0 8258 0 805306368 0 134217728 0 0 0 0 0 32 0 384 16826400 32 84027650 2 0 128 0 4 2 0 0 0 2048 8192 0 128 84001792 260 392 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=238
num_leaves=31
num_cat=11
split_feature=7 12 0 8 12 0 7 0 5 0 8 7 12 12 1 6 5 3 1 12 3 4 4 5 3 0 1 3 1 3
split_gain=1.96372 1.24114 1.08669 0.863215 0.729901 0.709473 0.643612 0.494182 0.548985 0.458631 0.454886 0.399446 0.588628 0.580123 0.528052 0.468595 0.453155 0.474626 0.321714 0.299161 0.649277 0.330983 0.654993 0.283548 0.264465 0.250763 0.261334 0.236264 0.289638 0.218679
threshold=0 1 40.675000000000004 2 3 52.740000000000002 4 24.500000000000004 5.5000000000000009 39.07500000000001 5 6 7 8 3.5000000000000004 9 4.5000000000000009 2018.5000000000002 4.5000000000000009 10 2011.5000000000002 1800.0000000000002 29000.000000000004 1.5000000000000002 2017.5000000000002 36.900000000000006 4.5000000000000009 2020.5000000000002 5.5000000000000009 2000.5000000000002
decision_type=9 9 8 9 9 8 9 10 8 10 9 9 9 9 8 9 8 8 10 9 8 10 10 8 10 10 10 8 8 10
left_child=1 -1 7 4 -2 6 -5 -3 -9 -10 23 12 -12 15 -15 16 -13 -18 -14 20 -16 24 -23 -8 -21 26 -25 -17 -29 -11
right_child=3 2 -4 5 -6 -7 10 8 9 29 11 13 18 14 19 27 17 -19 -20 21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=8.8783884866424867e-06 -6.3042772012343238e-05 3.9332118450051419e-06 -0.00024335292744982279 5.6465487535483605e-05 1.1828818510522329e-07 -1.7049801820394385e-05 -0.000140838718454725 5.258900105453972e-07 -0.00022464012125216246 -8.0440887542988155e-05 4.5984604724440501e-06 5.3457435962024744e-06 5.7308646326262859e-07 -6.4938334553715598e-06 -1.8212320528018638e-05 3.2073759625874033e-05 -3.3402423817395869e-06 -0.00023840425840057926 -1.7019084144424024e-05 1.3666292492998749e-06 7.245708687019213e-06 -4.9945321178014425e-05 5.620907108033122e-05 8.4167292787338261e-06 8.2389290215689737e-05 9.1094619176421417e-05 -4.2665354196064665e-07 -9.4219543597977355e-06 1.4434083934449818e-05 1.8950442162908372e-05
leaf_weight=105 101 38 41 265 185 42 28 45 35 60 116 27 45 59 36 39 26 49 145 693 232 25 33 31 66 133 61 105 44 25
leaf_count=105 101 38 41 265 185 42 28 45 35 60 116 27 45 59 36 39 26 49 145 693 232 25 33 31 66 133 61 105 44 25
internal_value=-2.04358e-05 -0.00278889 -0.00432941 0.000363496 -0.00167003 0.000623107 0.000722444 -0.00327451 -0.00421687 -0.00561983 0.00046507 0.000228441 -0.00105994 0.000509343 0.000914286 -0.00106312 -0.00311504 -0.005 -0.00238806 0.00112339 0.00226523 0.000710145 -0.00216949 0.00201515 0.000942105 0.00256637 0.000946237 0.000160804 -0.00056 -0.00395349
internal_weight=2935 349 244 2586 286 2300 2258 203 165 120 1993 1740 306 1434 1144 290 102 75 190 1085 268 817 58 253 759 225 92 188 149 85
internal_count=2935 349 244 2586 286 2300 2258 203 165 120 1993 1740 306 1434 1144 290 102 75 190 1085 268 817 58 253 759 225 92 188 149 85
cat_boundaries=0 18 19 49 50 67 91 108 109 111 112 113
cat_threshold=147456 144 1074790400 2099200 0 66 0 536870912 33554432 0 8192 0 0 0 0 32 128 256 43072 268435456 2048 0 0 2147483648 0 0 0 0 0 0 33556480 0 0 0 4096 0 0 0 0 256 0 0 0 0 32768 64 0 0 4096 16851202 0 1 0 0 32 134217728 0 8192 2048 402653216 0 256 16 0 0 0 1073741824 0 0 0 0 0 1 0 0 0 0 0 4 8192 1048576 0 0 0 0 0 10240 128 0 0 8 1 0 536870912 524288 2 0 131072 268435456 0 16 0 0 0 268435456 0 0 4096 8514 8288 2 464 66816
is_linear=0
shrinkage=0.04


Tree=239
num_leaves=31
num_cat=12
split_feature=8 3 0 7 8 17 11 3 4 1 12 3 0 4 0 7 12 12 9 4 12 1 1 3 1 1 11 3 3 0
split_gain=1.51283 1.1826 1.09474 0.914556 0.463563 0.368554 0.461745 0.799472 0.588907 0.51374 0.532036 0.450276 0.430645 0.426597 0.423893 0.415126 0.380343 0.358831 0.353854 0.569895 0.527831 0.347694 0.334731 0.299604 0.322075 0.295253 0.256346 0.249977 0.515122 0.235965
threshold=0 2019.5000000000002 52.740000000000002 1 2 3 4 2016.5000000000002 10087555000.000002 5.5000000000000009 5 2004.5000000000002 38.57500000000001 6670500000.000001 40.675000000000004 6 7 8 9 345.00000000000006 10 5.5000000000000009 3.5000000000000004 2017.5000000000002 4.5000000000000009 5.5000000000000009 11 2000.5000000000002 2008.5000000000002 35.850000000000009
decision_type=9 8 8 9 9 9 9 10 8 8 9 10 10 10 10 9 9 9 9 10 9 10 10 8 10 8 9 10 10 10
left_child=1 27 3 -2 17 13 9 8 -8 10 11 -7 15 14 23 21 -17 29 20 25 -3 -10 -14 -6 -25 -20 -22 -1 -29 -5
right_child=2 18 -4 4 5 6 7 -9 12 -11 -12 -13 22 -15 -16 16 -18 -19 19 -21 26 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.3788351984069014e-05 8.1596367548687262e-06 -1.4360510805707528e-05 -3.8155977624465075e-05 5.8203319905733697e-07 -0.00029707987768826495 -3.6231234704988178e-05 6.8569307147234099e-06 -0.00026700443020230324 -1.3469006930302512e-07 4.8467252468519407e-05 5.3210778259939933e-06 0.0016505800894077195 -0.00013774625240442172 0.00048281036889965623 -0.00025526477264810918 2.8454956617117389e-06 5.3191910157272862e-07 5.054118019834999e-06 -5.8229257787094542e-05 7.4666504654855373e-05 6.3804206831405572e-06 -1.5291693356246961e-06 -9.439128320925421e-05 -3.1577223096232615e-05 1.2227790423237243e-06 -0.00010187067888044021 -2.4409127113137002e-06 6.094333763192739e-06 -5.8234076324267868e-05 -3.9528666106500161e-06
leaf_weight=45 302 109 39 51 26 160 52 29 147 108 192 73 27 44 51 103 211 226 70 53 156 48 156 29 115 44 121 33 65 59
leaf_count=45 302 109 39 51 26 160 52 29 147 108 192 73 27 44 51 103 211 226 70 53 156 48 156 29 115 44 121 33 65 59
internal_value=-4.88963e-05 -0.00166337 0.000456839 0.000577376 0.000244004 -4.80403e-05 0.000230828 -0.000392857 -0.000139597 0.001125 0.000516432 -0.000770492 -0.000450216 -0.00137681 -0.00214414 0.00014902 0.00103385 0.00156772 -0.000844765 -0.00231461 -0.000141058 -0.00126214 -0.0021087 -0.00116959 -0.000441379 -0.00403478 0.000791667 -0.00491667 -0.00371717 -0.000330578
internal_weight=2944 696 2248 2209 1907 1571 1306 773 744 533 425 233 692 265 221 509 314 336 553 167 386 195 183 170 144 114 277 143 98 110
internal_count=2944 696 2248 2209 1907 1571 1306 773 744 533 425 233 692 265 221 509 314 336 553 167 386 195 183 170 144 114 277 143 98 110
cat_boundaries=0 30 47 73 74 77 78 86 87 89 91 92 94
cat_threshold=268435456 2060 4 0 3221291008 0 262144 0 1 0 0 33556480 8256 0 0 4096 0 0 33558528 0 0 0 4194304 8 0 32768 64 0 524288 4096 2 1 0 2097152 0 0 0 8192 67584 32 32768 0 0 0 0 0 1073741840 0 0 0 0 0 1 0 0 0 32768 0 131076 0 1048576 0 0 0 0 0 10240 384 0 0 0 0 16384 10 32772 512 524288 98338 131072 0 67108864 0 0 0 0 131072 83232 73760 32 0 22528 16642 36 2147483648
is_linear=0
shrinkage=0.04


Tree=240
num_leaves=31
num_cat=15
split_feature=7 12 3 7 0 7 0 0 0 13 4 6 12 1 6 0 7 0 4 12 9 3 7 12 1 0 9 12 0 5
split_gain=1.76548 1.09586 1.55193 0.882683 0.816508 0.687224 0.801806 0.47703 0.619801 0.389933 0.557921 0.335501 0.48581 0.364311 0.324172 0.514963 0.38779 0.546642 0.350162 0.224772 0.344389 0.345234 0.213423 0.24717 0.304916 0.247367 0.19536 0.360292 0.559275 0.270767
threshold=0 1 2000.5000000000002 2 40.675000000000004 3 52.740000000000002 39.07500000000001 27.750000000000004 4 5368.5000000000009 5 6 2.5000000000000004 7 42.710000000000008 8 39.07500000000001 456.00000000000006 9 10 2010.5000000000002 11 12 4.5000000000000009 35.850000000000009 13 14 39.07500000000001 1.5000000000000002
decision_type=9 9 8 9 8 9 10 10 10 9 10 9 9 10 9 10 9 10 8 9 9 8 9 9 10 10 9 9 10 8
left_child=1 -1 -3 -4 7 -2 9 8 -5 10 14 19 13 -13 22 16 17 -16 -18 20 21 -11 -7 25 -25 -24 -20 29 -29 -28
right_child=5 2 3 4 -6 6 -8 -9 -10 11 -12 12 -14 -15 15 -17 18 -19 26 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=1.1297545250390889e-06 9.0078614078688588e-05 -0.00022121307625663726 -1.1864451678761309e-07 -6.0853452342355992e-06 -5.172155724071651e-05 -2.070999943913541e-07 -3.1310004781540679e-05 -2.8818179540290615e-05 -0.00024581043200954083 0.00013316856006607183 -0.00017513262448333285 0.0049689305168641694 2.7080899484564842e-06 -2.2131061896505195e-06 2.962742913968296e-05 8.1451546813052212e-05 0.00010194863595051432 -3.7704126124037236e-05 -3.1403524068994985e-05 5.5187256176036959e-05 0.00016282458247305934 -5.2032951242041332e-05 -3.3011375622067469e-07 -1.101043824313499e-07 2.2473069520470725e-06 1.0170639396577243e-05 1.0755964622546187e-05 -8.6329010518319336e-05 1.6752850624134303e-05 -5.4489886111392981e-05
leaf_weight=136 240 25 132 28 32 190 37 63 31 33 47 32 281 197 29 65 27 73 186 201 139 93 58 63 195 51 30 31 138 78
leaf_count=136 240 25 132 28 32 190 37 63 31 33 47 32 281 197 29 65 27 73 186 201 139 93 58 63 195 51 30 31 138 78
internal_value=-1.21538e-05 -0.00229694 -0.00359006 -0.00284321 -0.00475151 0.000402376 0.000182057 -0.00351219 -0.00606667 0.000280608 -0.000185534 0.00087538 0.000153551 -0.00118333 -1.97529e-05 -0.000616766 -0.000998313 -0.00311504 -0.000479042 0.00164361 0.000797102 -0.00070073 0.000683099 0.0012381 0.00190335 -0.000366667 -0.00075 -4.16665e-05 0.00108889 -0.0017479
internal_weight=2961 447 311 286 154 2514 2274 122 59 2237 1261 976 510 229 1214 657 592 102 490 466 265 126 557 367 258 109 463 277 169 108
internal_count=2961 447 311 286 154 2514 2274 122 59 2237 1261 976 510 229 1214 657 592 102 490 466 265 126 557 367 258 109 463 277 169 108
cat_boundaries=0 18 19 37 54 55 56 58 59 69 70 72 80 81 83 85
cat_threshold=131075 268435584 1074790400 2621444 0 2 0 536870912 0 134217728 8192 256 268435456 268435456 0 32 128 256 1083712 2 0 1048576 4 0 0 0 0 0 134217728 0 0 0 268435456 0 0 128 256 0 1 0 0 34 134217728 4194304 8192 33554432 16 0 128 0 0 67108864 0 16 10 402 18008096 32 72 0 0 8192 0 0 0 131072 0 2048 32 1107266 0 2048 0 0 67108864 0 0 0 0 131072 1189890 0 2048 229408 32
is_linear=0
shrinkage=0.04


Tree=241
num_leaves=31
num_cat=11
split_feature=8 9 0 9 1 8 8 2 0 2 11 12 18 2 0 2 3 6 2 2 2 12 0 0 2 0 0 2 12 2
split_gain=1.4375 1.94481 1.25358 0.821162 0.557216 0.536818 0.511265 0.483402 0.454152 0.403179 0.39535 0.480269 0.726584 0.72209 0.515155 1.24218 0.50215 0.302038 0.365596 0.95086 0.286776 0.276804 0.276671 0.266173 0.319047 0.265235 0.246082 0.617238 0.224719 0.356627
threshold=0 1 58.750000000000007 2 4.5000000000000009 3 4 4.5000000000000009 37.750000000000007 332.00000000000006 5 6 7 155.00000000000003 40.675000000000004 5.5000000000000009 2010.5000000000002 8 39.500000000000007 45.500000000000007 64.500000000000014 9 21.500000000000004 33.175000000000004 30.500000000000004 24.500000000000004 25.500000000000004 23.500000000000004 10 28.500000000000004
decision_type=9 9 8 9 10 9 9 8 10 10 9 9 9 8 10 10 10 9 10 10 10 9 10 10 8 10 10 8 9 10
left_child=1 6 3 26 -3 28 8 -6 -1 25 -7 12 13 -12 17 -16 -14 -13 21 -20 -21 22 -19 24 -23 -8 27 -2 29 -5
right_child=2 4 -4 5 7 10 9 -9 -10 -11 11 14 16 -15 15 -17 -18 18 19 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010530380445678781 -3.9305257837385017e-06 1.7372343909823887e-05 -3.1710038908987394e-05 1.0956110069621017e-05 -4.1390412067033485e-05 9.8545925259662862e-06 -9.9596802429085473e-07 -5.0916371251286825e-05 -7.5692310471848297e-05 -9.5107613048267549e-06 -0.00026350028025722271 0.0002577971559269353 -2.3240544763092864e-07 -0.00012050140792406728 0.0011075056917928326 -0.00032649153186884274 -5.5406909053818723e-05 -9.8026900869195686e-07 -2.1824884889155622e-06 -1.2456051500614406e-06 3.3656560272480136e-07 1.9424272114443793e-06 4.3624739022752514e-05 -2.2982288858986977e-06 -9.3023172164886453e-06 1.3239557427377731e-05 9.913447183816426e-05 4.2060921616004753e-06 2.115865439146871e-05 -1.2525446187817684e-05
leaf_weight=37 27 25 25 86 25 249 25 94 63 25 28 167 581 42 25 42 76 29 30 55 119 134 87 60 44 165 382 25 146 33
leaf_count=37 27 25 25 86 25 249 25 94 63 25 28 167 581 42 25 42 76 29 30 55 119 134 87 60 44 165 382 25 146 33
internal_value=-0.000107046 -0.00213617 0.00027487 0.000367909 -0.00583226 2.54405e-05 -0.000306748 -0.00736667 -0.00252252 0.00079646 -0.000229342 -0.000473202 -0.00120867 -0.00507042 0.000209216 -0.00311765 -0.00080851 0.000523416 5.62392e-05 -0.0012878 -0.000137143 0.000833803 -0.000755905 0.0015743 0.00241341 0.00146597 0.0019236 -0.000603773 0.00166667 0.000276923
internal_weight=2951 459 2492 2467 144 2033 315 119 100 215 1768 1519 727 70 792 67 657 725 558 204 174 354 116 238 178 190 434 52 265 119
internal_count=2951 459 2492 2467 144 2033 315 119 100 215 1768 1519 727 70 792 67 657 725 558 204 174 354 116 238 178 190 434 52 265 119
cat_boundaries=0 30 32 34 58 77 80 82 83 84 85 87
cat_threshold=1342177296 2060 0 0 2147549184 0 0 0 0 0 0 0 8192 0 0 0 0 0 33558528 0 2147483648 0 4194304 0 0 32768 64 0 524288 4096 0 6304 1073872896 16544 0 0 0 134217728 0 0 262144 0 1 0 0 131076 2048 0 0 0 0 0 0 0 0 0 0 8 1342177296 8 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 2147532800 0 524288 107872 2 4 22 67108866 67108898 32
is_linear=0
shrinkage=0.04


Tree=242
num_leaves=31
num_cat=8
split_feature=8 8 2 2 9 8 2 13 2 2 1 0 2 2 6 4 2 2 0 0 4 4 1 8 4 1 5 9 2 2
split_gain=2.08815 0.619571 0.618055 0.616292 0.610155 0.516883 0.523993 0.293492 0.924964 0.317534 0.296698 0.396075 0.447932 0.265878 0.354517 0.296855 0.284779 0.299624 0.243429 0.239921 0.231825 0.310717 0.337788 0.220903 0.2877 0.214876 0.207415 0.188662 0.388543 0.639855
threshold=0 1 56.500000000000007 27.500000000000004 2 3 27.500000000000004 4 90.500000000000014 620.00000000000011 5.5000000000000009 25.500000000000004 15.500000000000002 5.5000000000000009 5 5081865000.000001 17.500000000000004 8.5000000000000018 44.07500000000001 42.960000000000008 481.00000000000006 4041470000.0000005 2.5000000000000004 6 20282.500000000004 5.5000000000000009 1.5000000000000002 7 39.500000000000007 44.500000000000007
decision_type=9 9 10 10 9 9 10 9 10 10 8 8 10 8 9 10 10 8 10 10 8 8 10 9 8 8 10 9 8 8
left_child=2 19 3 -1 5 6 -3 8 10 13 11 -7 -13 25 18 16 17 -16 20 -2 -15 -22 -23 24 -6 -9 -25 28 -24 -30
right_child=1 4 -4 -5 23 7 -8 9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 21 22 27 26 -26 -27 -28 -29 29 -31
leaf_value=-2.3605761151739464e-05 3.4318353130705913e-06 6.0006758669439372e-08 -7.9432603362536929e-05 1.6841667577575827e-05 -3.7272911036178597e-05 1.3810499951145034e-06 -8.3689886494128747e-05 3.3303341736967696e-06 -0.00031993032968093512 0.0024739468001503903 0.0006785672374096664 3.1005836913008587e-06 -0.00010401436081257133 3.6157617716987968e-06 -3.3313523293415528e-05 2.1069909293416344e-05 -2.9473567101337367e-05 9.8266625296224068e-06 -0.00018873940384508286 -7.7625329965651336e-05 -0.00020539206286486567 0.0019935455167288904 1.832338879788562e-06 0.00019988136280134507 8.9816557287462575e-06 2.7007642835592551e-05 8.9838210912464244e-07 -1.1887846020976804e-05 -1.2049414424884408e-06 5.0150751039722977e-07
leaf_weight=146 407 55 43 30 32 83 47 153 25 36 36 30 33 32 30 54 198 157 51 28 25 99 222 332 70 65 81 114 39 222
leaf_count=146 407 55 43 30 32 83 47 153 25 36 36 30 33 32 30 54 198 157 51 28 25 99 222 332 70 65 81 114 39 222
internal_value=0.000168011 0.000471269 -0.00349565 -0.00257627 0.000207547 -0.000140891 -0.00276106 3.26532e-05 -0.00133945 0.000230769 -0.000393442 -0.00119728 -0.0035625 0.000139535 -8.68166e-05 -0.000986666 -0.00139896 -0.000276596 0.00041227 0.00183857 0.00059947 0.000448754 0.000608322 0.00140684 -0.000283186 0.00142466 0.00182075 0.000247492 0.000591093 -0.000442748
internal_weight=2975 2756 219 176 2321 1806 102 1704 207 1497 182 146 63 1461 1243 439 385 187 804 435 753 721 696 515 102 218 413 597 483 261
internal_count=2975 2756 219 176 2321 1806 102 1704 207 1497 182 146 63 1461 1243 439 385 187 804 435 753 721 696 515 102 218 413 597 483 261
cat_boundaries=0 29 56 58 88 89 90 109 111
cat_threshold=1342177280 2048 4 0 2147483648 0 0 0 1 32768 0 33554432 64 0 0 0 0 0 33554432 2 2147483648 0 0 0 0 32768 0 0 524288 0 0 0 134217728 0 0 0 2147483648 0 0 0 131076 2048 0 0 0 0 0 0 10240 384 0 0 0 0 268435456 64 257 26644 16 12 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 8 30 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 18432
is_linear=0
shrinkage=0.04


Tree=243
num_leaves=31
num_cat=10
split_feature=7 7 12 1 17 2 2 3 12 3 9 5 14 2 6 18 3 2 2 2 2 9 3 2 2 2 2 1 1 2
split_gain=2.14556 1.0283 0.865885 0.707068 0.756146 0.671424 0.48178 0.521737 0.454499 0.462981 0.437348 0.37724 0.35283 0.460564 0.333425 0.312078 0.291171 0.489483 0.581833 0.289416 0.36686 0.268758 0.375233 0.299972 0.459183 0.248543 0.260627 0.3155 0.242764 0.240003
threshold=0 1 2 2.5000000000000004 3 28.500000000000004 145.50000000000003 1996.5000000000002 4 1996.5000000000002 5 1.5000000000000002 6 1.5000000000000002 7 8 2015.5000000000002 22.500000000000004 9.5000000000000018 176.00000000000003 70.500000000000014 9 2006.5000000000002 39.500000000000007 50.500000000000007 20.500000000000004 43.500000000000007 5.5000000000000009 3.5000000000000004 26.500000000000004
decision_type=9 9 9 8 9 10 10 10 9 8 9 8 9 10 9 9 8 8 10 10 10 9 10 8 8 8 10 8 10 10
left_child=2 -2 -1 -3 15 -4 7 -7 11 -10 12 -6 13 -11 16 -5 -12 18 -18 20 -15 23 29 -13 -25 -14 27 -27 -26 -23
right_child=1 3 5 4 8 6 -8 -9 9 10 14 21 25 19 -16 -17 17 -19 -20 -21 -22 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=-3.8811231936409821e-05 0.00010151730160416987 -4.8212215351832102e-05 2.6331467301861615e-06 -0.00025413427433547636 -1.3064048311628036e-05 -6.7326344058830817e-06 3.0240304828640342e-05 -6.1796910479458025e-05 0.00018649491300606544 -6.8791253037351149e-05 0.0013982506069273291 3.2699521149994063e-06 2.7724557386738735e-05 -1.431887641079041e-06 1.8976593471558788e-05 -4.319800089779601e-06 -9.7989965679348917e-05 -0.0010118783400299297 0.00018921228767051817 -2.5638851785427579e-05 2.8122115737261312e-06 -9.9701744593648728e-05 0.00076336162824446226 -1.5643999146848695e-06 -6.5338782551543648e-06 -0.00029437244948279728 1.9660266796464043e-05 6.9063852935751364e-05 2.2800964686098268e-06 4.9437881839436828e-06
leaf_weight=144 377 38 91 37 43 49 28 26 43 32 33 332 52 534 238 159 58 27 47 38 64 90 29 55 29 33 33 39 115 35
leaf_count=144 377 38 91 37 43 49 28 26 43 32 33 332 52 534 238 159 58 27 47 38 64 90 29 55 29 33 33 39 115 35
internal_value=-5.69683e-05 0.00033575 -0.00300287 5.34774e-06 0.000100182 -0.00109268 -0.00334615 -0.005 0.000336319 -0.000121685 -0.000266883 0.00112585 -0.000789474 -0.00118999 0.000801932 -0.0022029 -0.000568182 -0.00144361 -0.000188679 -0.000967033 -0.000747913 0.00137026 -0.000145454 0.0017786 0.00058 0.000880953 -0.000188679 -0.00153425 0.00176552 -0.00111111
internal_weight=2948 2610 338 2233 2195 194 103 75 1999 1271 1228 728 825 668 403 196 165 132 105 636 598 685 154 531 199 157 105 72 144 125
internal_count=2948 2610 338 2233 2195 194 103 75 1999 1271 1228 728 825 668 403 196 165 132 105 636 598 685 154 531 199 157 105 72 144 125
cat_boundaries=0 17 34 36 37 38 40 41 42 43 45
cat_threshold=147456 128 603979776 512 0 8258 0 0 33554432 8192 0 320 0 268435456 0 32 128 268435456 17 1056768 270336 34 0 0 4202496 0 0 32 0 268435456 0 67108864 0 1073745936 16819232 34 3 85017664 1 10244 139264 194 4 0 22528
is_linear=0
shrinkage=0.04


Tree=244
num_leaves=31
num_cat=12
split_feature=7 0 7 13 12 7 0 9 7 1 3 0 4 0 12 3 13 0 12 3 9 12 1 3 0 1 0 4 0 3
split_gain=1.36383 0.914933 0.862498 0.599422 0.548892 0.583678 1.12748 0.476974 0.479401 0.393217 0.357923 0.69423 0.333891 0.61325 0.329968 0.32824 0.285425 0.490646 0.281869 0.4268 0.396695 0.446133 0.254444 0.253624 0.217788 0.196135 0.316027 0.170383 0.169698 0.161218
threshold=0 8.5000000000000018 1 2 3 4 33.175000000000004 5 6 3.5000000000000004 2004.5000000000002 16.750000000000004 19000.000000000004 40.675000000000004 7 2012.5000000000002 8 33.175000000000004 9 2002.5000000000002 10 11 5.5000000000000009 2021.5000000000002 40.250000000000007 4.5000000000000009 33.175000000000004 6050.0000000000009 43.175000000000004 2019.5000000000002
decision_type=9 10 9 9 9 9 10 9 9 10 10 10 10 10 9 8 9 10 9 10 9 9 10 8 10 10 10 8 10 8
left_child=14 -2 3 9 7 16 10 15 -9 -3 11 -7 18 -14 -1 -4 22 -18 19 -8 21 23 -6 -20 -25 -5 -27 -10 -22 -16
right_child=1 2 4 25 5 6 12 8 27 -11 -12 -13 13 -15 29 -17 17 -19 20 -21 28 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.7205424068928457e-07 -2.7433955436967478e-05 0.00026576512355350711 0.0018155975009409701 0.0010474880910687075 3.2543963123998765e-06 -7.6742200599631647e-06 -0.0001173111910929567 -3.3634833228399511e-07 -7.4012566420485314e-06 -2.7042826718520498e-05 -0.00016992187817119631 -6.5117121310740077e-06 7.3868668115295577e-06 -0.00032402785996755448 1.5010763119618415e-06 -3.2585706466633614e-05 3.4064294008090529e-07 -5.3552713407762639e-05 2.6162687706269529e-06 0.00057293293341477034 0.0012403374687663042 7.4940272237991552e-06 -1.7462797241785654e-07 -2.3855875961752885e-05 2.3094459475448008e-05 -5.9264212873573695e-05 -1.6273728850839576e-06 2.3051620215827772e-05 -6.9941607061573138e-06 4.4465015527421485e-06
leaf_weight=243 32 25 30 37 141 37 100 149 36 79 29 85 35 32 53 126 110 25 73 27 185 183 31 123 32 25 75 361 31 395
leaf_count=243 32 25 30 37 141 37 100 149 36 79 29 85 35 32 53 126 110 25 73 27 185 183 31 123 32 25 75 361 31 395
internal_value=6.10999e-05 -0.000416777 -0.000320288 -0.00252381 -3.81525e-05 -0.000530232 -0.00100916 0.000852735 0.00140754 -0.00473043 -0.00418421 -0.00318699 -0.00043309 -0.00311765 0.00160114 -0.00105389 0.000968554 -0.000410959 -0.000190728 -0.00182609 0.000169279 -0.000559242 0.00201093 -0.00170711 -0.00269231 -0.000621621 -0.00158416 0.00212745 0.00151542 0.00224837
internal_weight=2945 2254 2222 241 1981 1279 972 702 546 104 151 122 821 67 691 156 307 135 754 127 627 411 172 228 155 137 100 397 216 448
internal_count=2945 2254 2222 241 1981 1279 972 702 546 104 151 122 821 67 691 156 307 135 754 127 627 411 172 228 155 137 100 397 216 448
cat_boundaries=0 18 36 37 39 48 50 59 61 62 63 65 67
cat_threshold=268435456 49 1140858880 8192 34 134217728 131072 268443648 0 134217728 8192 0 128 0 0 0 4112 32768 147456 0 0 2621952 0 66 0 0 0 0 0 448 0 268435456 0 32 128 384 12 230400 32 0 0 536870912 2048 0 0 0 131072 67584 257 8356 0 0 0 0 0 0 0 131072 67584 68323328 34 12 67117312 0 22528 18434 2
is_linear=0
shrinkage=0.04


Tree=245
num_leaves=31
num_cat=12
split_feature=8 9 1 14 9 2 8 1 12 4 3 12 2 3 3 2 2 9 6 3 6 3 12 2 2 2 2 2 2 11
split_gain=1.08097 1.56512 1.06992 0.54745 0.596279 1.04917 0.820934 0.725941 0.565727 0.678749 0.611416 0.49917 0.707863 0.536256 0.423932 0.509946 0.382153 0.376681 0.478413 0.445566 0.362662 0.514245 0.359244 0.415838 0.322999 0.269778 0.481653 0.264337 0.262972 0.327388
threshold=0 1 5.5000000000000009 2 3 52.500000000000007 4 5.5000000000000009 5 3425710000.0000005 2007.5000000000002 6 1.0000000180025095e-35 2007.5000000000002 2014.5000000000002 332.00000000000006 4.5000000000000009 7 8 2019.5000000000002 9 2010.5000000000002 10 136.50000000000003 12.500000000000002 8.5000000000000018 18.500000000000004 8.5000000000000018 103.50000000000001 11
decision_type=9 9 10 9 9 10 9 8 9 8 8 9 10 10 10 10 10 9 9 8 9 10 9 8 8 8 10 10 8 9
left_child=1 14 25 -2 6 11 -5 -7 9 -8 -11 12 -6 -14 15 -1 -13 18 19 -10 -12 24 23 -20 -22 -3 -27 -18 29 -21
right_child=3 2 -4 4 5 7 8 -9 17 10 20 16 13 -15 -16 -17 27 -19 22 28 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.2758329724417393e-06 0.00040446770356154706 -0.00022856790115449607 4.784584550465554e-05 4.0034936989232571e-05 -0.00026206283070278176 -1.2018078990302803e-05 1.885497395498703e-05 -0.00020955580536614356 -4.0008463719964941e-06 7.8236051299851575e-05 -1.8952995280078494e-07 0.00032319303296704771 2.0735357512977968e-06 -0.00027984274043494229 -6.3359683029424105e-05 -5.7058965794394527e-05 -3.8957910471145986e-05 0.0014706921115427104 -4.7349957221743869e-05 4.108767169697103e-07 -9.0221202385120953e-05 0.0007628482882657742 3.0012573520610255e-05 1.5244356048853547e-05 -1.5405310772772895e-05 -9.8258265092378557e-05 -9.6037481451989335e-05 6.1728208013368133e-06 -2.8073118835683122e-05 3.2478804080347385e-06
leaf_weight=232 148 31 27 214 38 69 37 41 74 27 116 80 143 30 33 34 34 169 181 329 40 28 110 39 86 26 32 154 73 259
leaf_count=232 148 31 27 214 38 69 37 41 74 27 116 80 143 30 33 34 34 169 181 329 40 28 110 39 86 26 32 154 73 259
internal_value=0.000128109 -0.00173709 -0.00548031 0.000441107 0.000287154 -0.000806667 0.000651422 -0.00432432 0.000324256 -0.00111304 -0.00178523 -8.33318e-06 -0.00142342 -0.000390804 -0.000141935 0.000389513 0.00111828 0.000719679 0.000427509 0.000991957 -0.00236162 -0.00353939 -0.000821114 -0.0017316 -0.00485039 -0.00804444 -0.00623729 0.000169312 0.00133535 0.0016163
internal_weight=2934 415 116 2519 2371 589 1782 110 1568 334 297 479 211 173 299 266 268 1234 1065 735 270 154 330 220 126 89 58 188 661 588
internal_count=2934 415 116 2519 2371 589 1782 110 1568 334 297 479 211 173 299 266 268 1234 1065 735 270 154 330 220 126 89 58 188 661 588
cat_boundaries=0 30 32 33 35 65 67 68 70 71 72 73 75
cat_threshold=16 2056 4 0 2147549184 0 0 0 1 0 0 2304 0 0 0 0 0 0 33558528 0 0 0 4194304 8 0 16384 64 0 524288 4096 0 22656 129 1073741824 6320 0 4 0 134217728 0 1 0 2147483648 0 0 0 131076 8192 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 8192 49184 2 1050946 0 6144 266 8 73794 16416 1024
is_linear=0
shrinkage=0.04


Tree=246
num_leaves=31
num_cat=9
split_feature=7 2 4 8 7 2 2 15 4 7 3 2 1 2 2 2 1 2 15 2 2 2 13 6 2 4 2 5 10 4
split_gain=1.83313 0.830174 1.12313 0.70491 0.671092 0.579174 0.513377 0.484571 0.7455 0.437202 0.631865 0.429973 0.446716 0.346698 0.323012 0.935442 0.569738 0.44503 0.409044 0.402257 0.315348 0.263104 0.251645 0.378446 0.53555 0.331202 0.239277 0.23063 0.212809 0.308724
threshold=0 89.500000000000014 5039060000.000001 1 2 19.500000000000004 36.500000000000007 3 21354125000.000004 4 2016.5000000000002 75.500000000000014 5.5000000000000009 14.500000000000002 39.500000000000007 48.500000000000007 3.5000000000000004 28.500000000000004 5 99.000000000000014 13.500000000000002 43.500000000000007 6 7 29.500000000000004 481.00000000000006 6.5000000000000009 2.5000000000000004 8 1642125000.0000002
decision_type=9 10 8 9 9 10 10 9 8 9 10 10 8 10 8 8 10 10 9 10 10 10 9 9 10 10 8 8 9 10
left_child=1 2 -1 11 27 -4 -7 8 -6 10 14 20 -13 -10 17 21 -17 18 -9 -18 -2 -16 23 24 26 -25 -11 -5 29 -24
right_child=3 -3 5 4 7 6 -8 9 13 22 -12 12 -14 -15 15 16 19 -19 -20 -21 -22 -23 28 25 -26 -27 -28 -29 -30 -31
leaf_value=-9.1806906571100953e-05 -5.148401403309095e-05 -1.9625549175000135e-05 0.0001897157839919839 -6.8172147792206013e-06 3.5177449983763154e-05 -5.0261815808483592e-05 -4.8432975216592867e-07 1.0360383567269619e-06 -0.00016400189484245295 -2.6208620435852048e-05 -3.5526618647426451e-05 -3.9750454991395589e-06 -0.00010189370398017572 -0.00010205297869144205 -5.9238046113407207e-07 -3.3163862235977061e-06 1.1892857082710194e-06 7.4670854116876152e-06 -3.7564339133222925e-06 -1.1496549280108508e-05 3.2658048976077097e-06 -3.302562053520108e-05 3.7670216278510888e-06 1.4852319088203655e-06 -0.00045387612012535327 -0.00012807102894187033 2.764019755195587e-06 0.00041247782753482871 0.0015288562856168942 -2.4315896229124297e-05
leaf_weight=34 148 37 82 27 26 32 38 216 46 42 33 32 30 47 34 26 112 60 100 48 79 25 651 500 26 35 71 176 141 29
leaf_count=34 148 37 82 27 26 32 38 216 46 42 33 32 30 47 34 26 112 60 100 48 79 25 651 500 26 35 71 176 141 29
internal_value=0.000205094 -0.00319658 -0.0022246 0.000490798 0.000710717 -0.000732026 -0.00338028 0.000505485 -0.00187692 0.000646296 -0.000216541 -0.00134667 -0.00431746 -0.00370213 7.07397e-05 -0.00105691 0.000342246 0.000806366 0.000201893 0.00124224 -0.000578947 -0.0054 0.00102258 0.000432117 -0.00136 0.000915751 -0.000245614 0.00285981 0.00149519 0.00115774
internal_weight=2983 223 186 2760 2471 152 70 2268 119 2149 654 289 62 93 621 245 186 376 316 160 227 59 1495 674 139 535 113 203 821 680
internal_count=2983 223 186 2760 2471 152 70 2268 119 2149 654 289 62 93 621 245 186 376 316 160 227 59 1495 674 139 535 113 203 821 680
cat_boundaries=0 17 46 63 64 80 81 82 83 84
cat_threshold=16384 268435456 1056768 2097664 0 8258 33554432 0 0 8192 0 256 0 268435456 0 0 128 1073741840 8 0 0 0 0 0 0 1 0 0 2048 0 0 0 4096 0 0 4096 0 2147483648 0 0 8 0 0 0 0 524288 268435456 1 0 0 2 0 0 8192 33556480 0 0 0 0 0 67108864 0 1073741824 135790592 2 128 603979776 524288 32 0 131072 805306368 65536 0 8192 64 268435456 0 0 32 67108864 2 144 256
is_linear=0
shrinkage=0.04


Tree=247
num_leaves=31
num_cat=8
split_feature=7 9 6 7 0 0 2 2 3 5 2 6 11 0 5 4 15 3 2 2 0 2 2 2 3 2 0 7 5 2
split_gain=1.14769 0.767603 0.742621 0.584062 0.763645 0.534412 0.544974 0.898418 0.942905 0.479109 0.828264 0.468854 0.484735 0.749321 0.672218 0.636394 0.481242 0.443179 0.391289 0.369653 0.345155 0.308774 0.778831 0.413923 0.287742 0.394998 0.322544 0.301527 0.341322 0.305012
threshold=0 1 2 3 40.250000000000007 22.250000000000004 13.500000000000002 105.50000000000001 2018.5000000000002 3.5000000000000004 21.500000000000004 4 5 14.500000000000002 2.5000000000000004 10087555000.000002 6 2004.5000000000002 12.500000000000002 4.5000000000000009 36.900000000000006 43.500000000000007 71.500000000000014 30.500000000000004 2005.5000000000002 24.500000000000004 37.250000000000007 7 2.5000000000000004 12.500000000000002
decision_type=9 9 9 9 10 10 8 10 8 8 10 9 9 10 8 8 9 10 10 8 10 10 10 8 10 10 8 9 8 8
left_child=1 5 -3 4 -2 -1 -7 8 -8 -4 -11 12 13 -5 -14 -16 21 20 19 -15 -18 23 -23 -17 26 -26 -13 29 -29 -28
right_child=3 2 9 11 -6 6 7 -9 -10 10 -12 24 14 18 15 16 17 -19 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=4.267820516662283e-07 0.00028424519807241201 1.6478497095096609e-05 3.8340263027741017e-06 -2.7618287046169452e-06 -2.2520998346858695e-05 -5.6102320035899731e-06 -0.00043005397371356926 -1.9210016101441943e-06 -1.5043405177136661e-05 -5.7508941176512044e-05 -9.3879925799922984e-05 4.0935624708501861e-05 -8.5184787223753757e-05 0.00010830559456985869 9.0008594692376536e-06 -6.1571322349947188e-06 7.9485368958303368e-07 -2.4691982131863037e-05 8.235202237139829e-06 -7.1469480263885997e-06 -1.1836258601710263e-05 -1.9803103299227973e-05 3.1516777164444779e-06 5.282746433698352e-06 -1.1915875713066076e-05 0.00017644519308523062 -2.1741006602592208e-06 7.9106399809170105e-07 -2.3598886998630375e-05 0.00011366943109519207
leaf_weight=42 189 111 44 26 33 46 30 33 48 28 28 131 39 92 66 66 377 43 317 170 79 31 25 34 89 50 41 49 476 60
leaf_count=42 189 111 44 26 33 46 30 33 48 28 28 131 39 92 66 66 377 43 317 170 79 31 25 34 89 50 41 49 476 60
internal_value=3.17901e-05 -0.00190024 -0.000162162 0.000357659 0.00226609 -0.0036381 -0.00488608 -0.00639286 -0.00870886 -0.00252252 -0.00519298 0.000160211 0.000625 0.00146104 -5.18805e-05 0.000227147 -0.000152439 0.000462745 0.00178621 0.000638783 0.000840263 -0.00201198 -0.00449123 -0.000792079 -0.000546858 0.00111429 -0.000860158 -0.00123764 -0.00160448 0.00075
internal_weight=2893 410 211 2483 222 199 157 111 78 100 56 2261 1365 605 760 721 655 499 579 262 456 156 56 100 896 139 757 626 525 101
internal_count=2893 410 211 2483 222 199 157 111 78 100 56 2261 1365 605 760 721 655 499 579 262 456 156 56 100 896 139 757 626 525 101
cat_boundaries=0 18 20 21 38 39 42 43 53
cat_threshold=3 268435472 537927680 2097156 0 8258 0 0 2048 0 0 0 0 268435456 0 32 128 384 0 2064 154 0 129 1107296256 2048 0 0 0 8192 0 32 32 0 0 0 0 0 16 344 49156 0 524288 2148532224 0 0 0 0 2 0 0 536870912 65536 8208
is_linear=0
shrinkage=0.04


Tree=248
num_leaves=31
num_cat=11
split_feature=7 5 2 8 1 9 7 12 6 9 2 5 8 2 5 3 6 2 2 12 7 2 3 3 2 2 2 3 3 2
split_gain=2.09863 0.810622 1.03555 0.772488 0.763436 0.637316 0.687818 0.467681 0.596378 0.889098 0.988832 0.500884 0.433898 0.34634 0.435774 0.344316 0.295481 0.294423 0.354917 0.287217 0.462391 0.40883 0.351928 0.273655 0.271489 0.268876 0.207183 0.201133 0.272066 0.18763
threshold=0 5.5000000000000009 25.500000000000004 1 2.5000000000000004 2 3 4 5 6 37.500000000000007 1.5000000000000002 7 9.5000000000000018 2.5000000000000004 2012.5000000000002 8 18.500000000000004 40.500000000000007 9 10 10.500000000000002 2019.5000000000002 1997.5000000000002 14.500000000000002 9.5000000000000018 14.500000000000002 2019.5000000000002 2013.5000000000002 8.5000000000000018
decision_type=9 8 10 9 8 9 9 9 9 9 10 8 9 8 8 8 9 8 10 9 9 8 8 10 8 8 8 10 10 10
left_child=1 -1 23 25 -5 6 -6 16 11 13 26 -9 -8 -10 -15 -4 -7 -18 -19 22 21 -21 -14 -3 29 -2 -11 28 -22 -24
right_child=3 2 15 4 5 7 12 8 9 10 -12 -13 19 14 -16 -17 17 18 -20 20 27 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7509621717377816e-06 -5.1446367203077192e-05 -3.1055527109612096e-05 -4.4274873730973846e-05 -3.1410213255634742e-05 3.6042885260929069e-06 1.7922370547258657e-05 6.3586642128089698e-05 -0.00013350036798995233 -3.5787564455309277e-05 -8.784467274337546e-05 -8.4312490884507791e-06 0.00014677902772248534 4.8379964256923811e-05 2.4629810788466047e-05 -9.6108020963751716e-06 -4.6624965571081152e-05 7.8017253238726886e-06 -0.00034261624317245479 1.4461621535777187e-06 -8.4137758487197608e-05 1.5373707927963717e-06 1.056024905199527e-06 -1.492867007094857e-05 6.8527455381160192e-05 -5.3776895608037415e-08 -1.8810948761265296e-05 -0.00014594609006692849 3.8410246483705191e-05 -2.0563193868894563e-05 -1.897909855932519e-05
leaf_weight=66 27 91 54 41 343 117 115 31 25 37 51 121 50 49 43 70 52 29 26 28 877 76 49 34 140 92 36 39 56 28
leaf_count=66 27 91 54 41 343 117 115 31 25 37 51 121 50 49 43 70 52 29 26 28 877 76 49 34 140 92 36 39 56 28
internal_value=0.000142364 -0.00288344 -0.004016 0.000522209 0.000678543 0.000773874 0.00115011 -0.000337579 -0.00115842 -0.00236508 -0.00462222 0.000785276 0.000756978 0.00021875 0.00137634 -0.006592 0.00108936 -0.000440678 -0.0025 0.000540621 0.000831647 -0.0016 -0.000618705 -0.00142857 -0.00133945 -0.00249231 -0.00794595 0.00110682 0.000997859 -0.00323077
internal_weight=2893 315 249 2578 2459 2418 1801 617 393 241 124 152 1458 117 92 124 224 107 55 1343 1076 104 267 125 217 119 73 972 933 77
internal_count=2893 315 249 2578 2459 2418 1801 617 393 241 124 152 1458 117 92 124 224 107 55 1343 1076 104 267 125 217 119 73 972 933 77
cat_boundaries=0 18 47 49 66 67 68 70 90 91 93 110
cat_threshold=16386 268435584 1073750016 2621952 0 8258 0 0 0 0 0 256 0 268435456 67108864 32 128 128 1073741824 2048 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 0 8 0 32768 0 0 524288 1073873408 18608 0 1 67108864 2048 0 0 0 268435456 67584 8192 40960 128 16 0 0 0 16 17842210 210 0 12288 268435456 8 0 134217728 0 1 0 0 0 0 0 4 2048 0 0 0 0 0 0 8192 280 43008 2 1 0 1048576 4 0 0 0 536870912 33554432 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=249
num_leaves=31
num_cat=10
split_feature=8 8 9 12 12 2 2 8 4 6 11 3 2 1 6 3 2 4 3 2 17 2 2 5 2 2 2 1 2 3
split_gain=1.12452 0.873114 0.533116 0.826142 0.700074 0.520393 0.646704 0.510147 0.51205 0.402587 0.428341 0.595814 0.383411 0.609796 0.4881 0.655272 0.526136 0.390327 0.366144 0.317532 0.306852 0.269714 0.269636 0.248906 0.295614 0.239323 0.229026 0.225284 0.202626 0.196211
threshold=0 1 2 3 4 11.500000000000002 49.500000000000007 5 2188290000.0000005 6 7 2004.5000000000002 65.500000000000014 4.5000000000000009 8 2007.5000000000002 19.500000000000004 581475000.00000012 1999.5000000000002 2.5000000000000004 9 10.500000000000002 4.5000000000000009 1.5000000000000002 22.500000000000004 6.5000000000000009 22.500000000000004 3.5000000000000004 10.500000000000002 2002.5000000000002
decision_type=9 9 9 9 9 8 10 9 10 9 9 10 8 10 9 10 10 10 10 10 9 10 10 10 10 10 10 8 10 10
left_child=-1 5 4 23 12 22 -7 21 9 27 -11 25 13 -3 -15 16 19 29 26 -16 -5 -6 -2 24 -4 -12 -18 -9 -17 -14
right_child=1 2 3 20 7 6 -8 8 -10 10 11 -13 17 14 15 28 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029637536472367567 -3.9443804651583375e-05 1.5193333236055173e-05 8.9210553164007623e-05 2.8786456023588187e-06 -3.280518540335462e-06 4.5953623994782513e-05 -3.8849388036534965e-05 4.98122612598865e-08 -5.1037555051680906e-05 7.2795142254281214e-05 -4.762290322892362e-05 -0.00023727315780034593 7.4936654349664194e-07 -6.5369731395138617e-05 -4.6488102754891489e-05 -1.131133506904045e-05 -2.9514667357573238e-05 -0.00055014606868788866 0.00082520527027397765 4.1156491928668507e-06 2.6789720295005045e-05 -1.1715961021859807e-06 -0.00011729610174489449 -5.4308827830884445e-06 -2.0736360315133937e-05 1.7651913705354332e-05 -5.628541281474861e-07 2.0245715107312065e-06 -4.6809040097891863e-05 2.4306825956494724e-05
leaf_weight=208 45 77 46 118 25 91 50 66 44 141 56 25 203 124 35 27 32 30 25 194 289 115 33 31 31 91 138 418 46 30
leaf_count=208 45 77 46 118 25 91 50 66 44 141 56 25 203 124 35 27 32 30 25 194 289 115 33 31 31 91 138 418 46 30
internal_value=0.000130329 -9.52734e-05 0.000124798 0.00125475 -0.000180235 -0.00245217 -0.00109859 0.000568549 0.000943662 0.00118797 3.70372e-05 -0.00126776 -0.000942387 -0.00144206 -0.00185852 -0.00120472 -0.000621176 0.000348485 -0.00214286 0.000678261 0.00207656 -0.0015894 -0.00516456 -0.0017479 -0.000666667 -0.000351351 -0.00280702 0.00189091 -0.0047027 0.000905983
internal_weight=2884 2676 2457 515 1942 219 141 981 841 797 313 172 961 698 621 497 424 263 195 229 407 140 78 108 77 147 170 484 73 233
internal_count=2884 2676 2457 515 1942 219 141 981 841 797 313 172 961 698 621 497 424 263 195 229 407 140 78 108 77 147 170 484 73 233
cat_boundaries=0 26 56 58 60 62 85 86 87 88 89
cat_threshold=0 0 0 0 2147483648 0 0 0 0 32768 0 4 0 0 268435456 0 0 0 33554432 10240 0 524288 0 0 0 268451840 1342177280 2056 4 0 65536 0 0 0 0 0 0 0 64 0 0 0 0 0 0 0 2147483648 0 0 8 0 32768 64 0 0 4096 256 26644 68160544 32 239618 2 0 4 0 0 0 0 0 0 0 0 0 131072 8192 0 0 0 0 0 0 0 128 0 4194304 152 49156 144 8
is_linear=0
shrinkage=0.04


Tree=250
num_leaves=31
num_cat=12
split_feature=8 7 7 0 0 12 8 8 2 7 12 17 12 0 5 2 2 0 2 2 2 2 2 7 12 2 2 2 2 2
split_gain=1.55742 1.1421 0.879466 0.788968 0.709226 0.579135 0.7317 0.530642 0.512221 0.399531 0.452739 0.51738 0.38383 0.394102 0.339853 0.485235 0.34162 0.338668 0.297234 0.327556 0.282877 0.508038 0.295265 0.262994 0.464514 0.536153 0.365659 0.389745 0.258041 0.284987
threshold=0 1 2 52.740000000000002 43.175000000000004 3 4 5 19.500000000000004 6 7 8 9 35.850000000000009 1.0000000180025095e-35 13.500000000000002 15.500000000000002 44.07500000000001 94.500000000000014 6.5000000000000009 39.500000000000007 23.500000000000004 44.500000000000007 10 11 147.50000000000003 49.500000000000007 71.500000000000014 38.500000000000007 13.500000000000002
decision_type=9 9 9 8 10 9 9 9 10 9 9 9 9 10 10 10 10 10 10 8 8 10 10 9 9 8 10 10 10 8
left_child=1 -1 17 7 5 8 28 -4 -3 12 11 14 -9 20 15 -11 -16 -2 19 -8 21 -14 -22 26 -25 -26 -12 -28 29 -7
right_child=2 4 3 -5 -6 6 18 9 -10 10 23 -13 13 -15 16 -17 -18 -19 -20 -21 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=4.9330195724328113e-06 0.0003093015155180073 7.5498466433106239e-06 2.5638648330843136e-06 -2.5552568990618133e-05 1.4113731918885064e-06 -1.7127657997825277e-05 -0.00014302709004641905 4.4488056049928639e-07 -2.445495975928258e-05 -0.00022917591585939261 2.8492212963327072e-07 -2.5337096191199751e-07 -6.9345024851792958e-07 -3.7306526598431112e-05 6.9991809455236219e-06 -2.486440947230362e-05 -1.051465949484682e-05 -1.7825153699723355e-05 -4.4468881076720922e-05 -2.2063681281482548e-05 -2.4879600442858195e-06 2.1076946111457555e-06 -2.0343934604385543e-07 1.6806968532582824e-05 4.9720831275358768e-06 -0.0001987293868484992 -1.4310302256663014e-05 1.5335240769326068e-07 7.602704655709112e-06 -1.9652742952610468e-05
leaf_weight=107 279 55 284 30 101 52 28 113 45 31 114 540 64 49 27 40 31 61 26 98 30 32 51 287 156 51 37 33 44 40
leaf_count=107 279 55 284 30 101 52 28 113 45 31 114 540 64 49 27 40 31 61 26 98 30 32 51 287 156 51 37 33 44 40
internal_value=-0.000264215 -0.00206919 0.000204169 -0.000119343 -0.002888 -0.00372236 -0.00457525 -2.02941e-05 -0.000720721 -0.00029228 2.06187e-05 -0.000711765 -0.00149714 -0.00243038 -0.00288571 -0.00494444 -0.000813559 0.00205128 -0.00657669 -0.00611024 -0.00164045 -0.000164948 -0.00336585 0.000743106 0.0012198 -0.000238532 -0.000533333 -0.0028169 -0.00201361 -0.00335484
internal_weight=2936 596 2340 2000 489 388 288 1970 100 1686 1347 669 339 226 129 71 58 340 152 126 177 96 81 678 494 207 184 70 136 92
internal_count=2936 596 2340 2000 489 388 288 1970 100 1686 1347 669 339 226 129 71 58 340 152 126 177 96 81 678 494 207 184 70 136 92
cat_boundaries=0 30 39 56 57 86 112 130 132 133 134 142 144
cat_threshold=1342177296 0 4 0 3221225472 0 262144 0 0 32768 0 0 2112 512 0 0 0 0 4096 0 0 0 4194304 0 0 49152 0 0 524288 4096 1 0 0 4 2 0 0 0 33619968 268435458 1 0 2099200 32 64 0 8192 2048 0 32 256 0 0 0 32 4112 1117216 1073741840 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 0 0 524288 0 8 0 0 0 0 0 0 1 0 0 131076 8192 0 0 0 0 0 33554432 0 256 0 0 0 0 268435456 0 0 0 524288 0 0 131072 268435456 65536 0 0 128 0 0 0 0 0 128 67151938 2 10 1058882 131072 128 0 0 0 0 0 131072 16974848 32
is_linear=0
shrinkage=0.04


Tree=251
num_leaves=31
num_cat=13
split_feature=7 4 2 15 7 12 1 17 2 7 6 2 2 7 12 2 12 2 17 6 9 4 5 2 2 2 4 2 2 2
split_gain=1.36978 0.793515 0.829887 0.436362 0.545711 0.418512 0.863421 0.682316 0.426417 0.354604 0.469521 0.729729 0.347158 0.289357 0.796919 0.753558 0.321782 0.285665 0.27203 0.249965 0.297556 0.404495 0.347402 0.319962 0.313207 0.268072 0.267262 0.242148 0.233582 0.233052
threshold=0 31889.500000000004 9.5000000000000018 1 2 3 3.5000000000000004 4 8.5000000000000018 5 6 11.500000000000002 1.5000000000000002 7 8 9.5000000000000018 9 12.500000000000002 10 11 12 20282.500000000004 2.5000000000000004 39.500000000000007 65.500000000000014 9.5000000000000018 3890.0000000000005 40.500000000000007 44.500000000000007 35.500000000000007
decision_type=9 8 8 9 9 9 8 9 10 9 9 10 10 9 9 10 9 8 9 9 9 8 10 8 10 8 10 8 10 10
left_child=1 -1 -3 12 17 6 -6 8 -7 -9 11 -11 -2 14 15 -14 -15 -5 -18 25 23 26 -23 -21 -25 -8 -22 -12 -29 -4
right_child=3 2 29 4 5 7 19 9 -10 10 27 -13 13 16 -16 -17 18 -19 -20 20 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00013667604867849355 -2.6281406768072392e-05 0.00097842108364607524 -0.00011664444928522449 -1.2842361321202453e-05 -1.1487379534946552e-05 -0.00012343007730344904 -2.7621560577607031e-06 -7.7974825719364346e-06 -6.5968794130690197e-06 0.00035498722924902511 1.0973182965054645e-05 -0.00036667991502888314 -3.3888892919166481e-05 3.9983920113486144e-07 -4.9497388632935431e-07 2.2493701313018065e-06 9.3756432245891086e-06 2.2347084103465269e-05 3.1721751777524786e-06 1.6581210945884576e-05 3.5412272741015007e-05 1.4536689792946493e-05 -1.7614403399317654e-05 -0.00034626839615847972 -3.7170834556901503e-05 7.7171987709268988e-06 -0.00021806674293075611 -5.2232140443534888e-06 3.8731964691193269e-06 -6.040717140998991e-06
leaf_weight=26 58 49 73 48 50 62 39 111 94 59 86 57 29 221 191 187 107 163 559 49 26 119 26 30 33 168 27 29 101 67
leaf_count=26 58 49 73 48 50 62 39 111 94 59 86 57 29 221 191 187 107 163 559 49 26 119 26 30 33 168 27 29 101 67
internal_value=7.33448e-05 -0.00292035 -0.00212632 0.000319708 -0.000181556 -0.000523364 0.000256056 -0.00125246 -0.0034491 -0.000414097 0.00025656 -0.00170079 0.000827586 0.000969884 6.69858e-05 0.00169163 0.00136748 0.00163964 0.00180798 0.000749035 1.43905e-10 0.00091866 0.00205479 -0.00156098 -0.0035625 0.00177982 -0.002 0.00133921 0.000305344 -0.00368794
internal_weight=2944 215 189 2729 1377 1166 567 599 156 443 332 116 1352 1294 407 216 887 211 666 517 310 198 145 112 63 207 53 216 130 140
internal_count=2944 215 189 2729 1377 1166 567 599 156 443 332 116 1352 1294 407 216 887 211 666 517 310 198 145 112 63 207 53 216 130 140
cat_boundaries=0 18 19 36 37 38 50 51 68 70 72 73 74 76
cat_threshold=16384 268435456 1073750016 2097664 0 8258 0 0 0 8224 0 0 0 0 0 32 128 128 67108864 268435456 0 68157440 4 2 0 0 8192 0 0 32 0 0 0 0 0 1073745920 85001506 24 0 0 0 0 0 0 0 131072 2048 0 0 128 150 131072 128 67108864 4 0 0 131072 536870912 65536 0 0 0 0 0 0 0 1073741824 68192576 32 68192288 2 25 30 0 10244
is_linear=0
shrinkage=0.04


Tree=252
num_leaves=31
num_cat=13
split_feature=7 5 7 9 6 2 3 11 2 1 7 6 13 3 6 3 2 15 11 2 2 2 2 16 3 5 2 1 9 2
split_gain=1.83748 0.685215 0.677729 0.480871 0.442344 0.529705 0.723114 0.64726 0.757255 0.43192 0.392899 0.354005 0.327115 0.812317 0.600696 0.50865 0.310627 0.294772 0.476559 0.456455 0.29103 0.381041 0.289958 0.285327 0.212335 0.287362 0.19659 0.234616 0.155133 0.210146
threshold=0 1.5000000000000002 1 2 3 22.500000000000004 2012.5000000000002 4 8.5000000000000018 3.5000000000000004 5 6 7 2002.5000000000002 8 1996.5000000000002 10.500000000000002 9 10 71.500000000000014 29.500000000000004 321.00000000000006 42.500000000000007 11 2015.5000000000002 1.5000000000000002 7.5000000000000009 5.5000000000000009 12 6.5000000000000009
decision_type=9 10 9 9 9 10 8 9 8 8 9 9 9 10 9 10 10 9 9 10 8 8 10 1 10 8 10 8 9 8
left_child=1 10 -2 20 -5 6 -6 8 24 -9 -1 26 13 23 15 -14 -10 18 19 22 -4 -22 -7 -12 25 -8 27 -11 29 -13
right_child=2 -3 3 4 5 17 7 9 16 11 12 28 14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8848069793130725e-05 4.8521318791761393e-05 -7.3673144074952256e-05 2.9412335659628753e-06 0.0003024545963747423 0.0013587345505568283 -2.8551093432372415e-07 4.7580331752225262e-05 -1.4491212509207204e-05 -1.8804903259263892e-05 4.3384295400465003e-06 -0.00015272565138013287 -4.018462876843974e-05 -1.2783529453991211e-06 0.00035317731581258088 9.9523841009153908e-05 -2.2392610709461285e-05 -9.5184548099385297e-06 2.7927203430487884e-06 2.6121939195693843e-06 1.5986403231949424e-06 -4.6674010410159755e-05 7.2279708690020305e-06 -3.1634722644119232e-06 -4.4148881970014089e-07 0.0023182275511559897 -1.4061670764242945e-05 3.2470460377597949e-06 -3.4397714415452509e-06 3.8694395724075727e-05 -3.4753519802037522e-06
leaf_weight=108 234 34 37 249 72 56 31 49 54 37 60 36 103 25 100 25 149 368 346 40 43 42 52 60 33 128 86 35 107 140
leaf_count=108 234 34 37 249 72 56 31 49 54 37 60 36 103 25 100 25 149 368 346 40 43 42 52 60 33 128 86 35 107 140
internal_value=5.30614e-05 -0.00209125 0.000515811 0.000290777 0.000438673 0.000216394 -0.000430062 -0.000744921 -0.00192118 0.000239521 -0.00173444 0.000642534 -0.00101042 -0.0024359 -3.34727e-05 -0.00178417 -0.00366667 0.000936269 0.000269307 -0.00155975 -0.00204511 -0.00348837 -0.00300917 -0.00396694 -0.000165803 -0.000775 0.00208284 0.000657534 -0.000231292 -0.000941176
internal_weight=2939 515 2424 2190 2068 1819 957 885 395 490 481 441 373 145 228 128 203 862 494 148 122 85 108 120 192 159 158 72 283 176
internal_count=2939 515 2424 2190 2068 1819 957 885 395 490 481 441 373 145 228 128 203 862 494 148 122 85 108 120 192 159 158 72 283 176
cat_boundaries=0 18 35 37 38 39 57 58 59 60 61 62 63 65
cat_threshold=16384 0 1610612736 2097152 0 8258 0 536870912 33622016 8192 0 384 0 0 0 32 128 128 1 1 1048576 0 65538 0 0 8192 0 402653184 8192 0 16 0 67108864 0 16 1 8192 80 4 0 0 536870912 0 0 8258 0 0 0 0 0 256 0 0 0 32 128 128 8 2 264 68157440 32 2 0 2064
is_linear=0
shrinkage=0.04


Tree=253
num_leaves=31
num_cat=12
split_feature=8 7 12 0 3 7 3 2 8 12 8 9 8 6 2 2 2 2 2 2 2 0 2 6 9 2 2 3 0 2
split_gain=2.11512 0.829483 0.808368 0.727683 1.39052 0.614243 0.67518 0.604743 0.565874 0.550263 0.580855 0.525153 0.456516 0.451578 0.441878 0.871054 0.981207 0.406823 0.619842 0.557567 0.447932 0.346825 0.307661 0.257706 0.689272 0.267539 0.195702 0.286023 0.19475 0.231279
threshold=0 1 2 40.675000000000004 2019.5000000000002 3 2016.5000000000002 29.500000000000004 4 5 6 7 8 9 3.5000000000000004 10.500000000000002 19.500000000000004 71.500000000000014 39.500000000000007 15.500000000000002 4.5000000000000009 32.500000000000007 169.50000000000003 10 11 6.5000000000000009 3.5000000000000004 2001.5000000000002 44.07500000000001 30.500000000000004
decision_type=9 9 9 8 8 9 8 8 9 9 9 9 9 9 10 10 10 10 10 10 10 10 8 9 9 8 10 10 10 8
left_child=2 28 8 5 -5 6 -3 21 -1 10 22 -6 17 -14 -10 -16 -17 18 19 20 -11 -4 -7 -12 26 -26 -25 -28 -2 -30
right_child=1 3 7 4 11 9 -8 -9 14 12 23 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-7.9545055883876762e-06 0.0014401905513438378 -9.7823375286431043e-05 6.1869131983052857e-06 -5.7212642650843911e-05 4.0754645360808335e-05 -1.0370557107236341e-06 -3.0060006512003648e-07 6.298870420825491e-06 -3.5598284286758976e-05 -1.7077444849694325e-07 2.8990521558580114e-06 -0.00010762022491531622 2.3330228527187835e-06 -5.8722032350870217e-05 -5.1820113214419348e-05 8.0794949725669472e-05 -6.4503177671746878e-05 1.6651123332698506e-06 -6.554042598955803e-06 1.1984118681764578e-06 -6.2787421203580612e-06 -5.7707135327166995e-05 -0.00014498379314034095 -0.00013716212268222099 -1.8200350412296641e-05 0.0015109789955739922 1.4187818560768479e-05 -0.00010525448010269622 -6.6856129618754096e-05 0.00011708734464316046
leaf_weight=105 200 32 27 41 103 82 145 99 27 30 579 133 283 241 26 26 50 40 61 68 33 72 25 29 35 131 96 44 25 33
leaf_count=105 200 32 27 41 103 82 145 99 27 30 579 133 283 241 26 26 50 40 61 68 33 72 25 29 35 131 96 44 25 33
internal_value=-5.33879e-05 0.0003984 -0.00260045 0.000144514 -0.00176978 0.000417391 -0.00176596 -0.00061244 -0.00417959 0.000642058 0.00124419 -0.00057384 -0.000177314 0.000478505 -0.00602857 -0.00768932 -0.0054026 -0.00161317 -0.0024456 -0.000878788 -0.0035625 -0.00284 -0.00145763 0.00157405 0.000635838 0.00239548 -0.00113333 -0.000567376 0.00249814 0.000542373
internal_weight=2921 2489 432 2231 277 1954 177 198 234 1777 1021 236 756 524 129 102 76 232 192 131 63 99 107 914 335 166 169 140 258 58
internal_count=2921 2489 432 2231 277 1954 177 198 234 1777 1021 236 756 524 129 102 76 232 192 131 63 99 107 914 335 166 169 140 258 58
cat_boundaries=0 30 47 48 65 95 96 120 122 145 146 147 149
cat_threshold=1073741840 2060 0 0 2147549184 0 0 0 0 32768 0 33556480 8256 0 0 0 0 0 33558528 0 2147483648 0 0 0 0 49152 0 0 524288 4096 268435456 1 0 0 2 0 0 8192 2048 1024 0 0 0 0 67108864 0 1073745936 16902146 0 128 8192 2621440 0 0 0 0 65536 0 0 0 0 0 0 0 128 0 12 0 0 0 0 0 0 0 32768 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16384 0 0 0 4096 60738 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 4194304 8 0 18432 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216 268 90 0 6144
is_linear=0
shrinkage=0.04


Tree=254
num_leaves=31
num_cat=8
split_feature=8 7 12 11 1 0 9 2 2 0 2 2 2 2 0 0 2 8 2 2 2 2 2 7 12 2 2 0 2 0
split_gain=2.15959 1.34876 1.20869 1.05704 0.796949 0.735966 0.577273 0.574563 0.683036 0.529481 0.655252 0.489179 0.456015 0.418767 0.415866 0.389114 0.386888 0.36779 0.675586 0.36487 0.3598 0.323041 0.313191 0.30472 0.521003 0.463646 0.364066 0.2959 0.289071 0.25838
threshold=0 1 2 3 2.5000000000000004 40.250000000000007 4 68.500000000000014 28.500000000000004 33.175000000000004 13.500000000000002 9.5000000000000018 4.5000000000000009 15.500000000000002 38.57500000000001 27.750000000000004 95.500000000000014 5 19.500000000000004 24.500000000000004 15.500000000000002 1.5000000000000002 35.500000000000007 6 7 12.500000000000002 34.500000000000007 42.710000000000008 66.500000000000014 40.250000000000007
decision_type=9 9 9 9 8 8 9 10 10 10 10 10 10 8 10 10 10 9 10 8 10 10 10 9 9 10 10 8 10 10
left_child=2 7 3 11 -3 6 13 8 -2 -5 12 -1 21 -6 -15 -4 29 18 -8 20 -7 -11 -20 24 25 -19 -27 -21 -28 -12
right_child=1 4 15 9 5 19 17 -9 -10 10 16 -13 -14 14 -16 -17 -18 23 22 27 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-8.2135043459350172e-05 -9.173511715102395e-06 -2.9081361196002796e-05 1.3457826715317816e-05 -0.00014280795441717922 -1.2335654442010551e-05 -6.4070378703067837e-06 9.7200005933259697e-06 5.1705983110202691e-06 -0.0001742919183490076 -3.3094940664758304e-05 -9.6246653167807428e-06 8.3758614755717367e-05 -7.260642874866281e-05 -1.1415256908978976e-05 2.0163968430299877e-05 -9.7309488807527782e-06 -4.4590362688507995e-05 -5.1743084396228913e-05 -3.8586535747283769e-05 -4.4931104750949851e-05 -9.8091055510360231e-05 -9.1120410781403215e-06 -1.9786182217934098e-06 7.1388986684691599e-06 9.8394339121155153e-07 4.2275630386619376e-06 -3.2583871880681844e-07 1.9232577289773617e-05 2.1496875469315078e-06 5.2275525709587933e-05
leaf_weight=46 43 42 38 50 97 105 73 27 30 25 52 58 44 35 94 216 33 34 26 27 26 26 47 1115 261 41 33 131 28 29
leaf_count=46 43 42 38 50 97 105 73 27 30 25 52 58 44 35 94 216 33 34 26 27 26 26 47 1115 261 41 33 131 28 29
internal_value=0.000152745 0.000713672 -0.00192994 -0.00339037 0.000925427 0.00103588 0.00132414 -0.0036036 -0.00578378 -0.00475556 -0.00401905 0.000139131 -0.00645833 -0.00057384 0.000892308 0.000211321 -0.00194783 0.00157699 -0.000356688 -0.000841379 -0.00239394 -0.00376923 -0.00308108 0.00176494 0.000754902 -0.00119728 7.767e-05 0.00045283 -0.00187097 -0.000439024
internal_weight=2932 2315 617 363 2215 2173 1884 100 73 259 209 104 95 226 129 254 114 1658 146 289 131 51 73 1512 397 136 102 158 61 81
internal_count=2932 2315 617 363 2215 2173 1884 100 73 259 209 104 95 226 129 254 114 1658 146 289 131 51 73 1512 397 136 102 158 61 81
cat_boundaries=0 30 47 48 51 53 80 89 90
cat_threshold=1073741840 2060 4 0 2147483648 0 0 2147483648 0 0 0 33554432 8256 512 0 4096 0 0 33554432 0 0 0 0 8 0 49152 64 0 524288 4096 0 268435584 0 2621952 0 8192 0 0 33554432 0 0 0 0 0 0 0 128 16902402 16384 1024 524288 257 12288 268435456 0 0 0 0 0 262144 0 0 32768 0 2048 2048 0 0 0 0 0 0 0 0 0 0 0 0 1073741824 4 0 0 0 4 0 0 0 537001984 65536 16819296
is_linear=0
shrinkage=0.04


Tree=255
num_leaves=31
num_cat=11
split_feature=7 7 8 2 8 0 2 6 0 9 0 1 3 0 15 6 0 14 9 2 0 7 0 2 2 2 2 2 0 3
split_gain=1.64227 0.970314 0.798837 0.83549 0.649321 0.85073 0.693901 0.641794 1.01095 0.594735 0.891348 0.53109 0.497662 0.429074 0.408929 0.512949 0.416135 0.363143 0.35773 0.348702 0.326182 0.277274 0.546123 0.375245 0.273394 0.251933 0.236219 0.225947 0.304943 0.24798
threshold=0 1 2 20.500000000000004 3 40.675000000000004 4.5000000000000009 4 30.500000000000004 5 25.500000000000004 5.5000000000000009 2001.5000000000002 46.250000000000007 6 7 8.5000000000000018 8 9 28.500000000000004 18.500000000000004 10 36.400000000000006 37.500000000000007 53.500000000000007 5.5000000000000009 21.500000000000004 78.500000000000014 35.600000000000009 1996.5000000000002
decision_type=9 9 9 8 9 10 10 9 10 9 8 8 10 10 9 9 8 9 9 10 10 9 10 8 10 8 10 8 10 10
left_child=18 7 3 -3 -4 9 13 8 -2 14 -11 -5 -10 -7 20 24 -17 -18 -1 -8 -6 22 -20 -24 -16 -9 -19 29 -29 -27
right_child=1 2 4 11 5 6 19 25 12 10 -12 -13 -14 -15 15 16 17 26 21 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-4.9018872769116762e-07 3.383163017810605e-05 -5.0931465052939548e-05 6.4373593624768628e-06 8.7398747460512612e-05 2.382395395320586e-07 -9.4123650540222013e-05 -0.00023492705263477797 -7.061428265170659e-05 -4.7108300752317578e-05 -2.1698949325346071e-05 0.00012609394162462688 -0.00021234869875312167 4.5782484060234079e-07 0.00097470573667072179 -1.4501875963381402e-05 -2.474532698292889e-05 -3.3145936149124802e-07 2.6930560968507623e-05 0.00013249661574825256 -0.00020083419764143845 2.9094144254924564e-05 6.2478312148129102e-05 1.5656201725134793e-05 -8.8527453427838585e-05 -5.9733598745573099e-05 1.2208922257521766e-05 1.5031442061605739e-05 -3.7962993786346828e-05 6.0204040722272195e-05 -4.6669462618915415e-05
leaf_weight=100 30 44 143 43 192 54 60 30 126 40 340 26 27 32 113 26 673 95 48 58 94 260 29 25 26 76 54 26 44 26
leaf_count=100 30 44 143 43 192 54 60 30 126 40 340 26 27 32 113 26 673 95 48 58 94 260 29 25 26 76 54 26 44 26
internal_value=5.40359e-05 -0.000353926 -1.31825e-05 -0.00312903 0.000179016 -2.78371e-05 -0.00245854 -0.00217172 -0.00385567 0.000273277 0.00163683 -0.000628571 -0.00537662 0.000275862 -0.000146417 -0.000533066 -0.00014901 9.72068e-06 0.00221564 -0.00443697 0.00115825 0.00280965 0.000778761 -0.00189091 -0.00269333 -0.000525821 0.001725 4.62429e-05 -0.00169014 0.00124272
internal_weight=2960 2498 2113 113 2000 1857 204 385 183 1653 380 69 153 86 1273 987 848 822 462 118 286 362 102 54 139 202 149 172 70 102
internal_count=2960 2498 2113 113 2000 1857 204 385 183 1653 380 69 153 86 1273 987 848 822 462 118 286 362 102 54 139 202 149 172 70 102
cat_boundaries=0 17 35 59 82 83 85 86 87 88 90 107
cat_threshold=268566529 17 1073741824 535040 34 134217792 4194304 805314560 0 134217728 40992 2097216 16 0 0 0 16 16384 0 603979776 2097152 0 8192 0 0 33556480 8192 0 384 0 0 67108864 32 1073741952 384 1073741824 4 4 0 0 0 0 0 0 0 0 2048 0 512 0 0 0 0 0 0 2147483648 0 0 8 268435456 8 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 8192 0 0 4194304 386 256 26628 2157969408 272 139264 1 8228 1 0 1073741824 526336 0 64 0 0 0 0 0 0 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=256
num_leaves=31
num_cat=15
split_feature=7 8 7 9 6 3 8 2 2 2 2 12 2 1 2 12 9 8 13 1 8 12 6 2 2 2 2 16 3 3
split_gain=2.18226 1.44375 0.825295 0.765124 0.69474 0.929601 0.562494 0.513422 0.953556 0.616726 0.492294 0.407376 0.580992 0.418832 0.542368 0.377451 0.423057 0.424787 0.43504 1.25095 0.479561 0.392586 0.40989 0.633523 0.344711 0.320717 0.295135 0.254334 0.250243 0.217999
threshold=0 1 2 3 4 1975.5000000000002 5 19.500000000000004 30.500000000000004 80.500000000000014 11.500000000000002 6 35.500000000000007 5.5000000000000009 10.500000000000002 7 8 9 10 4.5000000000000009 11 12 13 17.500000000000004 13.500000000000002 15.500000000000002 5.5000000000000009 14 1975.5000000000002 2004.5000000000002
decision_type=9 9 9 9 9 10 9 10 10 10 8 9 8 8 10 9 9 9 9 8 9 9 9 10 8 10 8 1 10 8
left_child=11 -2 -3 4 7 10 -5 -4 -9 -10 -6 12 25 14 -13 29 17 24 19 -19 -21 -22 23 -23 -17 -1 -18 28 -16 -8
right_child=1 2 3 6 5 -7 15 8 9 -11 -12 13 -14 -15 27 16 26 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.032059766329454e-06 -5.0545309240283701e-05 6.4152238063765538e-05 2.3747617175296588e-05 5.0030744799314501e-05 -2.6638555479654436e-05 1.0222400441197762e-05 1.8783115680238859e-05 -9.9523947217528713e-05 2.4139272678223558e-05 -4.0675738733827764e-05 -0.00035397114041503281 -5.2293693766585049e-05 4.9934076745389015e-05 -0.00011187678650587823 -6.2207689321132705e-06 -2.5818317942478459e-05 -0.00022109577631458877 -1.6965217021427651e-05 8.5080450835328564e-06 2.7730454633683855e-06 2.2656362329833469e-06 -2.0787520671453272e-05 -3.8751159874536235e-06 2.7652930621159621e-05 -4.452649377168221e-06 -0.00041768391937194166 6.5904851149163734e-05 -2.4711974293048536e-05 8.2097261011572433e-06 1.1917496564638027e-06
leaf_weight=45 102 216 147 103 28 43 41 28 34 37 39 51 48 47 64 25 25 37 220 101 149 75 234 50 85 25 165 25 26 651
leaf_count=45 102 216 147 103 28 43 41 28 34 37 39 51 48 47 64 25 25 37 220 101 149 75 234 50 85 25 165 25 26 651
internal_value=-0.000140209 0.000249433 0.000444969 0.000218213 -0.00146049 -0.00396694 0.000529412 -0.000217899 -0.00244 5.55557e-05 -0.00723529 -0.0031462 -0.000992248 -0.00423214 -0.0034491 0.000359551 -8.15631e-05 -0.000421479 -0.000109464 -0.000633181 -0.000203279 -0.000709056 -0.00141622 0.000441177 -0.00264463 -0.00338028 0.00159204 -0.00189655 -0.000879121 0.00109246
internal_weight=2966 2635 2533 2317 356 110 1961 246 99 71 67 331 118 213 166 1858 1166 976 866 646 609 508 359 125 110 70 190 115 90 692
internal_count=2966 2635 2533 2317 356 110 1961 246 99 71 67 331 118 213 166 1858 1166 976 866 646 609 508 359 125 110 70 190 115 90 692
cat_boundaries=0 18 48 65 67 68 95 96 97 99 120 121 144 146 147 148
cat_threshold=16384 268435584 536870912 2097152 0 8258 0 268435456 33554432 32 0 256 0 0 67108864 32 1073741952 256 1073741840 1048576 0 0 8192 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 524288 4096 268566531 1 0 262144 65536 0 0 8192 0 134217728 8192 0 16 0 0 0 16 256 8212 154 0 0 0 0 0 1 0 0 0 0 0 2048 0 1048576 0 0 0 0 4096 10240 0 0 0 0 0 0 64 8258 17894720 0 22528 0 4 0 0 2147483648 0 0 2147483648 0 0 0 0 8192 512 0 0 0 0 0 0 256 6 0 0 0 0 0 0 0 0 0 0 0 131076 0 0 0 0 0 0 0 0 128 0 4194304 67117056 32 134 2
is_linear=0
shrinkage=0.04


Tree=257
num_leaves=31
num_cat=5
split_feature=8 8 17 2 1 2 1 11 4 3 1 6 0 0 2 2 2 0 2 2 3 3 2 2 2 2 2 2 0 4
split_gain=1.37735 0.706405 0.710438 1.66231 0.815512 0.663322 0.63071 0.620743 0.484392 0.470639 0.412927 0.520875 0.564141 0.37305 0.358081 0.650015 0.38902 0.353091 0.345984 0.560713 0.271121 0.227753 0.222801 0.213791 0.379084 0.198477 0.400847 0.226555 0.196271 0.293499
threshold=0 1 2 5.5000000000000009 2.5000000000000004 3.5000000000000004 5.5000000000000009 3 10347970000.000002 1998.5000000000002 5.5000000000000009 4 43.675000000000004 38.57500000000001 16.500000000000004 13.500000000000002 9.5000000000000018 40.250000000000007 30.500000000000004 44.500000000000007 2018.5000000000002 2004.5000000000002 725.00000000000011 5.5000000000000009 1.5000000000000002 49.500000000000007 74.500000000000014 34.500000000000007 23.500000000000004 552615000.00000012
decision_type=9 9 9 10 8 10 8 9 10 10 8 9 10 8 8 10 10 10 8 8 8 10 10 10 10 10 10 10 10 8
left_child=5 -2 3 -3 -4 -1 9 -6 10 17 11 12 -9 25 15 16 23 -5 20 -20 -16 -21 28 24 -13 27 -27 -12 -7 -30
right_child=1 2 4 6 7 22 -8 8 -10 -11 13 14 -14 -15 18 -17 -18 -19 19 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-8.4510019419456632e-05 1.4514522782901093e-06 -0.00038679566353455472 -3.8096848452591647e-05 -7.9946957172219323e-06 0.00013917450915983234 -7.0091234484052757e-05 0.00027660135333820425 2.8250708935317252e-05 -0.00010413455827630168 -1.9745801321776401e-05 1.2023226218340782e-07 -5.5709609985424447e-05 -0.00048409024721870727 5.6145614737855169e-05 -2.3482347579469777e-05 -6.0740071324684512e-05 4.6313753099022929e-06 3.8862019497303316e-06 -1.5160705020096089e-06 -2.3151451047441308e-07 2.2140639937601386e-06 7.0623851917951146e-06 -9.5420855740886292e-05 -3.0643473351653824e-05 3.8771435394333524e-06 -9.504694074824204e-05 8.0383954371913586e-06 6.723281679463481e-06 -8.0877094555539632e-05 -2.8184260004608934e-06
leaf_weight=33 514 33 37 119 164 27 62 355 38 30 154 31 36 148 35 31 62 61 82 278 119 37 30 46 67 25 40 35 38 187
leaf_count=33 514 33 37 119 164 27 62 355 38 30 154 31 36 148 35 31 62 61 82 278 119 37 30 46 67 25 40 35 38 187
internal_value=-6.22672e-05 0.00024 -8.42695e-05 -0.00183544 0.00021846 -0.00251534 -0.000849817 0.000343049 9.57057e-05 -0.00189573 0.000204804 -0.000172881 0.00100498 0.00131017 -0.000760951 -0.00206723 -0.00123671 -0.00110497 -0.000210145 -0.000834171 0.00139355 -6.3291e-05 -0.00195053 -0.00237241 -0.00129293 0.000376471 -0.00151515 0.00103158 -0.00154941 -0.00115044
internal_weight=2954 2639 2125 305 1820 315 272 1783 1619 210 1581 1179 391 402 788 237 206 180 551 397 154 315 282 144 98 254 65 189 252 225
internal_count=2954 2639 2125 305 1820 315 272 1783 1619 210 1581 1179 391 402 788 237 206 180 551 397 154 315 282 144 98 254 65 189 252 225
cat_boundaries=0 29 59 60 63 64
cat_threshold=1073741824 2060 4 0 1073807360 0 0 0 0 32768 0 2048 64 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 64 0 524416 268435456 0 0 0 2147483648 0 0 0 1 0 0 131076 10240 1048576 0 0 0 0 0 10240 384 0 0 0 0 16384 0 0 0 4096 8 32768 512 524288 338
is_linear=0
shrinkage=0.04


Tree=258
num_leaves=31
num_cat=12
split_feature=7 8 12 12 3 2 0 8 15 7 12 7 2 9 2 2 2 2 7 2 2 2 0 11 3 2 2 2 0 2
split_gain=2.11894 0.978275 0.815248 0.725545 0.682726 0.56048 0.688608 0.521277 0.662601 0.551642 0.470358 0.595417 0.416748 0.60999 1.02972 0.405051 0.378641 0.320869 0.310029 0.306367 0.299512 0.282749 0.278927 0.22659 0.35264 0.437995 0.335429 0.226822 0.216316 0.205131
threshold=0 1 2 3 1996.5000000000002 7.5000000000000009 35.850000000000009 4 5 6 7 8 7.5000000000000009 9 10.500000000000002 14.500000000000002 22.500000000000004 12.500000000000002 10 9.5000000000000018 37.500000000000007 59.500000000000007 33.175000000000004 11 1.0000000180025095e-35 19.500000000000004 39.500000000000007 44.500000000000007 32.500000000000007 80.500000000000014
decision_type=9 9 9 9 10 10 10 9 9 9 9 9 8 9 8 10 8 8 9 10 10 10 10 9 10 10 10 10 10 10
left_child=2 3 4 17 -1 -4 -7 -3 16 -10 18 19 22 15 -15 -14 -9 -2 21 -12 -17 -11 -13 24 25 -16 -27 -26 -21 -22
right_child=1 7 5 -5 -6 6 -8 8 9 10 11 12 13 14 23 20 -18 -19 -20 28 29 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=1.1377142577977759e-05 -5.3660837650328879e-05 2.9109304284887611e-06 -3.5562850480095647e-05 7.8811515006306068e-07 -1.4201863879456541e-05 -1.6202701291052765e-05 -1.0732979303926106e-05 -0.00021351248558226877 0.00022334790079294587 -7.8085042076627783e-07 -8.6076078304888541e-05 -3.4771990445878132e-06 5.4134418520033054e-06 -2.27893440882885e-05 -0.00036412417673086216 -0.00015483744730735154 -0.00010146936145247863 -7.463730379127211e-05 2.4142926143638756e-06 -4.5225607854110541e-07 0.00066786647558954087 2.282924873782122e-06 0.00047645780973817973 2.4638768028244919e-06 3.1902138483312117e-06 9.8948118594294936e-06 -2.0640523468306535e-05 0.00029112598278734504 4.5780433490602415e-05 -2.3870252856476415e-05
leaf_weight=95 42 610 28 177 31 25 53 35 104 72 25 52 67 48 27 53 71 65 469 48 27 29 138 339 59 32 27 37 27 55
leaf_count=95 42 610 28 177 31 25 53 35 104 72 25 52 67 48 27 53 71 65 469 48 27 29 138 339 59 32 27 37 27 55
internal_value=0.000157682 0.000473416 -0.00342387 -0.00170847 -0.000992701 -0.00594872 -0.00465823 0.000732738 0.000390929 0.000584193 0.000392205 -0.000108209 0.000209877 -0.000202072 0.000475862 -0.00202817 -0.00252991 -0.00416949 0.00130809 -0.00288288 -0.00338235 -0.000678571 0.00188482 0.00100383 -0.000165803 -0.00202299 -6.66665e-05 0.00148454 -0.00184211 -0.00183133
internal_weight=2967 2735 232 284 126 106 78 2451 1841 1735 1631 1061 961 771 569 202 106 107 570 100 135 101 190 521 182 86 59 96 75 82
internal_count=2967 2735 232 284 126 106 78 2451 1841 1735 1631 1061 961 771 569 202 106 107 570 100 135 101 190 521 182 86 59 96 75 82
cat_boundaries=0 18 48 50 51 78 79 96 98 107 109 116 117
cat_threshold=147456 0 536870912 524288 0 66 0 268435456 0 32 0 256 268435456 0 67108864 0 1073741952 256 1073741840 2048 4 0 2147491840 0 0 0 0 0 0 0 0 0 0 4096 0 0 33558528 0 0 0 0 0 0 0 0 0 524288 4096 67117122 32 16810242 268435456 0 0 0 0 1 262144 0 1 32768 0 131076 10240 1048576 0 0 0 0 0 8192 384 0 4194304 0 0 16384 64 135266304 0 17 1073741824 0 0 0 0 8192 0 0 0 0 0 0 0 32 4096 199936 32 0 0 0 2099204 0 0 0 0 33619968 1 12308 0 128 0 0 0 0 131072 16388
is_linear=0
shrinkage=0.04


Tree=259
num_leaves=31
num_cat=9
split_feature=9 0 6 2 2 2 2 9 12 17 6 2 2 2 1 2 11 2 12 2 2 2 11 2 1 3 0 1 2 0
split_gain=1.1339 0.615847 0.660665 0.608622 0.876548 0.539403 0.725945 0.538791 0.474062 0.662744 0.655732 1.15145 0.470116 0.386307 0.38186 0.363165 0.347537 0.499099 0.568142 0.343411 0.322756 0.311276 0.314924 0.310736 0.31036 0.293941 0.269163 0.227927 0.327102 0.224897
threshold=0 42.710000000000008 1 58.500000000000007 5.5000000000000009 155.00000000000003 65.500000000000014 2 3 4 5 6.5000000000000009 22.500000000000004 6.5000000000000009 3.5000000000000004 19.500000000000004 6 39.500000000000007 7 11.500000000000002 8.5000000000000018 898.00000000000011 8 14.500000000000002 5.5000000000000009 1997.5000000000002 38.57500000000001 5.5000000000000009 9.5000000000000018 9.5000000000000018
decision_type=9 10 9 10 10 8 10 9 9 9 9 8 8 10 10 8 9 10 9 10 8 10 9 10 10 10 10 8 8 10
left_child=1 2 25 4 -3 6 13 -2 10 15 11 -9 -13 -4 -12 19 17 29 -19 20 -10 22 -16 -15 -18 27 -20 28 -1 -11
right_child=7 3 5 -5 -6 -7 -8 8 9 16 14 12 -14 23 21 -17 24 18 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011512382400015347 0.0017122596306967095 -0.00010546383535721452 -0.00016283608957563293 1.0410868192296855e-05 -0.00021163418086213355 6.7714138325126255e-06 -5.8519413759261269e-05 -0.00021512952335303739 9.0819553423960236e-05 -4.6873384019795833e-06 4.4380281894413891e-06 2.6856394906836224e-05 -9.0428503440985279e-05 9.8343492805131585e-05 5.3828365412688633e-06 -0.00014192784213937844 1.6969643330907097e-05 1.023434944920892e-06 -2.845667049647779e-06 1.2156567720487907e-05 -1.4461431430995117e-05 -1.5664383548954086e-05 -7.5637657109745834e-07 -3.4089048739450754e-05 -5.0906530305357898e-05 0.0029213992831371234 4.3128067948911241e-07 0.0030788950298925367 1.9741266569072007e-06 2.8559071219542732e-06
leaf_weight=27 249 53 30 26 34 59 25 41 26 28 149 66 100 35 100 58 249 117 71 36 25 28 804 56 29 39 45 33 58 251
leaf_count=27 249 53 30 26 34 59 25 41 26 28 149 66 100 35 100 58 249 117 71 36 25 28 804 56 29 39 45 33 58 251
internal_value=-8.54815e-05 -0.00185185 -0.00107989 -0.00445614 -0.00604545 -0.0025 -0.00391837 0.000260975 5.9087e-05 0.000739958 -0.000437259 -0.00244037 -0.00105389 -0.00259016 -3.29669e-05 -0.00166667 0.0011985 0.000550669 -0.000803419 -0.000136363 -0.00223077 -0.000334405 -0.000203315 -0.00126087 0.00232526 0.000880953 -0.00264567 -6.72267e-05 -0.00116279 0.0017
internal_weight=2947 475 362 113 87 205 146 2472 2223 935 1288 207 166 121 1081 145 790 512 233 87 51 932 904 91 278 157 116 118 85 279
internal_count=2947 475 362 113 87 205 146 2472 2223 935 1288 207 166 121 1081 145 790 512 233 87 51 932 904 91 278 157 116 118 85 279
cat_boundaries=0 2 3 5 7 8 9 11 12 15
cat_threshold=262400 8212 210 1075970560 160 1099842 34 40 6 16420 512 16786464 49152 512 524288
is_linear=0
shrinkage=0.04


Tree=260
num_leaves=31
num_cat=8
split_feature=7 15 4 7 0 9 4 9 0 2 1 5 2 2 2 4 3 0 17 2 1 7 11 2 0 2 0 2 2 0
split_gain=1.70155 0.730814 0.715727 0.591539 0.621912 0.505423 0.609502 0.499804 0.49736 0.496906 0.456917 0.789511 0.624268 0.469985 0.357517 0.281513 0.247469 0.240067 0.200183 0.245 0.246758 0.21876 0.318018 0.353215 0.213055 0.176657 0.260195 0.544497 0.402427 0.190379
threshold=0 1 30474295000.000004 2 52.740000000000002 3 16829230000.000002 4 40.250000000000007 5.5000000000000009 4.5000000000000009 1.5000000000000002 20.500000000000004 63.500000000000007 14.500000000000002 20782.500000000004 2014.5000000000002 40.250000000000007 5 3.5000000000000004 5.5000000000000009 6 7 57.500000000000007 14.500000000000002 59.500000000000007 18.500000000000004 39.500000000000007 16.500000000000004 30.500000000000004
decision_type=9 9 8 9 10 9 8 9 10 10 10 8 8 10 10 10 10 10 9 10 8 9 9 10 10 10 10 10 10 10
left_child=7 2 -2 17 5 6 -5 9 -8 -1 -9 -12 -13 -14 -4 18 -11 -3 19 -7 -21 22 24 -24 -20 26 27 -26 -28 -27
right_child=1 3 14 4 -6 15 8 10 -10 16 11 12 13 -15 -16 -17 -18 -19 21 20 -22 -23 23 -25 25 29 28 -29 -30 -31
leaf_value=-2.3078218845403589e-05 7.6243905676214602e-05 0.00055679906146190606 -0.00018991318187368871 -5.2568822142305198e-05 -4.1302117413043432e-05 -5.1953902014176536e-05 0.00057507951900264884 4.6094337045570594e-06 -0.0008240887327365618 5.6172524273114454e-06 7.5372189689899619e-06 -2.3658113580915262e-05 -0.00026922804619965314 -1.5361061739421932e-05 -0.00016675553599372592 0.00024127786533961401 -1.9328569610378002e-05 -9.0492215984968419e-06 2.4069320724150369e-06 -3.4999790039270561e-06 0.00012750634048085561 1.8052772446097184e-06 3.0006476076613651e-06 -5.9780185786255152e-07 -4.337875883195668e-07 1.2031040599680409e-06 -2.4177253006305342e-05 -3.5637265159587786e-06 5.1156117449470362e-06 -3.9541261253320206e-06
leaf_weight=59 30 175 51 28 36 60 63 43 26 196 51 66 39 52 38 61 26 38 41 236 56 994 131 32 84 56 47 31 50 25
leaf_count=59 30 175 51 28 36 60 63 43 26 196 51 66 39 52 38 61 26 38 41 236 56 994 131 32 84 56 47 31 50 25
internal_value=-2.60094e-05 0.000431667 -0.00249231 0.00059623 0.000381045 0.000476756 -0.00196875 -0.00204788 -0.000488889 -0.000808219 -0.00334351 -0.0042488 -0.00564557 -0.00778261 -0.00448889 0.000634987 3.58746e-05 0.00255357 0.000548807 -0.00030854 0.000163823 0.000748336 5.51183e-05 0.00144828 -0.000649275 -0.00104762 -0.00165258 -0.00293103 -0.000122449 0.000536586
internal_weight=2921 2389 119 2270 2057 2021 117 532 89 281 251 208 157 91 89 1904 222 213 1843 352 292 1491 497 163 334 293 212 115 97 81
internal_count=2921 2389 119 2270 2057 2021 117 532 89 281 251 208 157 91 89 1904 222 213 1843 352 292 1491 497 163 334 293 212 115 97 81
cat_boundaries=0 18 19 36 38 40 41 50 51
cat_threshold=16384 128 537927680 2621952 2 8258 0 268435456 33556480 8192 8192 256 0 268435456 67108864 32 128 384 135790592 0 268435473 0 8192 0 0 0 4202496 0 268435456 0 192 0 0 0 0 4112 0 8320 256 2208 25 131072 0 1073741824 4 0 134217728 131072 0 65536 36
is_linear=0
shrinkage=0.04


Tree=261
num_leaves=31
num_cat=9
split_feature=7 7 17 9 8 4 0 11 0 0 1 0 0 3 3 1 4 3 3 3 15 7 0 4 1 4 0 3 6 3
split_gain=1.76465 0.792966 0.594101 0.53823 1.06848 0.489503 0.58574 0.460858 0.49014 0.456379 0.359022 0.30108 0.268622 0.343435 0.317482 0.254506 0.252246 0.202769 0.190598 0.184803 0.272157 0.388384 0.150356 0.150314 0.146106 0.505465 0.214594 0.141459 0.205598 0.375233
threshold=0 1 2 3 4 425.00000000000006 44.07500000000001 5 38.57500000000001 40.250000000000007 5.5000000000000009 26.500000000000004 39.07500000000001 2010.5000000000002 2017.5000000000002 5.5000000000000009 101.00000000000001 1991.5000000000002 2007.5000000000002 2011.5000000000002 6 7 30.500000000000004 10665290000.000002 5.5000000000000009 6670500000.000001 43.175000000000004 1993.5000000000002 8 2003.5000000000002
decision_type=9 9 9 9 9 10 10 9 10 10 8 10 10 8 10 8 10 10 10 10 9 9 10 8 8 8 10 8 9 10
left_child=9 7 15 11 22 19 10 16 17 -1 -7 -4 -13 -14 24 -3 18 -9 -2 20 21 -6 -5 -11 25 -15 -27 -23 -29 -30
right_child=1 2 3 4 5 6 -8 8 -10 23 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 26 -28 28 29 -31
leaf_value=1.9760383277465142e-05 -1.1910826605077551e-05 -9.9374131838259613e-06 -1.2895296845221866e-05 2.0891400157365007e-06 9.9564436812539439e-07 -3.4116435683268261e-05 0.00011408164088432571 -3.3330527499018018e-05 -3.118414404429062e-05 0.00020800601138733866 -8.7331977619225165e-05 5.9025381481661396e-05 0.00035119307390566519 -0.00036777357383370137 9.7770721521199877e-05 -3.9081808967896571e-05 3.3679324700749361e-05 -0.00018724847654689062 2.1940403260791798e-06 1.5047863840237271e-05 1.9647735727916261e-06 2.2501365922618964e-05 2.907665455905443e-05 -4.1646457960227114e-05 -1.2145555752239223e-05 -4.7260367556174371e-05 8.0220501300058906e-05 -1.3415281016036178e-07 -1.5404759907312243e-05 -0.00034955413298042005
leaf_weight=319 176 83 72 51 224 48 25 31 70 42 25 53 41 26 25 41 27 25 30 150 254 33 182 82 60 118 28 382 219 31
leaf_count=319 176 83 72 51 224 48 25 31 70 42 25 53 41 26 25 41 27 25 30 150 254 33 182 82 60 118 28 382 219 31
internal_value=-0.000157364 -0.000566706 -0.000273144 -0.000103012 0.00022997 -0.000196861 -0.00290909 -0.00228108 -0.00420438 0.00214097 -0.0047027 -0.00135484 -0.000897727 -0.00136455 -0.00190698 -0.00284444 -0.00109836 -0.00729825 -0.00162319 9.27372e-06 -0.000164336 -0.000493333 0.00267213 0.000128 -0.0023691 -0.00295954 -0.00201361 -0.000976331 -0.0011248 -0.00199234
internal_weight=2973 2530 2171 2047 1624 1391 98 359 126 443 73 423 351 298 257 124 233 56 206 1293 1143 889 233 124 232 172 146 665 632 250
internal_count=2973 2530 2171 2047 1624 1391 98 359 126 443 73 423 351 298 257 124 233 56 206 1293 1143 889 233 124 232 172 146 665 632 250
cat_boundaries=0 18 36 37 39 62 63 64 74 75
cat_threshold=268435457 1 67108864 2048 65568 2048 0 268443648 0 8192 32 128 16 0 0 0 1073745936 512 147458 144 1073741824 2621440 0 8256 0 0 33554432 134217728 0 320 0 268435456 67108864 32 128 256 17 256 24580 0 12 0 0 2147483648 1 0 0 0 0 0 131076 10240 512 0 0 0 0 0 0 0 0 4194304 16420 2349858816 0 0 0 0 0 0 131072 0 2048 32 12
is_linear=0
shrinkage=0.04


Tree=262
num_leaves=31
num_cat=8
split_feature=8 7 9 2 8 0 7 3 5 4 4 10 2 2 2 2 2 2 2 15 2 5 3 2 6 2 2 2 2 5
split_gain=1.68724 0.9125 0.755475 0.640191 0.547265 0.524823 0.538634 0.486171 0.472446 0.527575 0.643677 0.431499 0.395696 0.65284 0.380476 0.481672 0.349943 0.485358 0.805821 0.310733 0.296042 0.26267 0.421601 0.322438 0.247004 0.392416 0.34189 0.215994 0.214753 0.248532
threshold=0 1 2 61.500000000000007 3 42.960000000000008 4 2020.5000000000002 1.5000000000000002 1732015000.0000002 55065260000.000008 5 24.500000000000004 4.5000000000000009 9.5000000000000018 40.500000000000007 5.5000000000000009 50.500000000000007 131.00000000000003 6 403.00000000000006 2.5000000000000004 2019.5000000000002 10.500000000000002 7 32.500000000000007 92.500000000000014 119.00000000000001 30.500000000000004 1.0000000180025095e-35
decision_type=9 9 9 10 9 8 9 8 10 8 8 9 8 10 8 8 8 8 8 9 8 8 8 8 9 10 10 8 10 10
left_child=2 3 16 7 -3 6 -6 -2 9 -7 -11 -8 13 -12 -9 -16 -1 28 -19 -13 -20 -4 -23 -24 25 -21 -27 -14 29 -18
right_child=1 4 21 -5 5 8 11 14 -10 10 12 19 27 -15 15 -17 17 18 20 24 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.7493042209423181e-05 -0.00016304230468678553 7.2083981918422244e-05 -9.2670689312062771e-05 1.22041696346097e-06 0.0044148457999667072 -0.00026167450944086871 0.00032914679219179566 -3.3873381331546051e-05 7.505471631985531e-05 0.00018329506363177757 8.39090377926675e-06 4.528618640674068e-06 2.8578968576907365e-05 -0.00019726196167733933 1.3264677608454656e-06 -2.3083849243778065e-06 -1.2518918853146054e-07 -6.6564975964132139e-06 5.5604495809685271e-06 3.6224790528225493e-06 -0.00014257334810135203 -4.7519741690046474e-05 -8.9715275413609661e-05 -2.8956438854591458e-07 -4.4692971988177611e-06 -8.8049196496608221e-07 4.2670599353302635e-06 -0.00087546389473999178 8.2142558849572369e-06 4.3797703112791308e-06
leaf_weight=41 33 109 28 97 113 35 121 55 27 49 31 165 39 41 163 93 109 59 35 440 46 29 34 40 581 172 59 61 43 34
leaf_count=41 33 109 28 97 113 35 121 55 27 49 31 165 39 41 163 93 109 59 35 440 46 29 34 40 581 172 59 61 43 34
internal_value=-0.000118002 0.000311022 -0.00221611 -0.00131858 0.000667965 0.0005018 0.00077724 -0.00215652 -0.00108451 -0.00161868 -0.000882883 0.000562944 -0.00203468 -0.00427397 -0.00165385 -0.000996109 -0.00119577 -0.000782874 -0.00255319 0.000355742 4.87806e-05 -0.00476056 -0.00411538 -0.00245333 0.000133017 0.000651027 -0.000672414 -0.000396039 0.00055615 -0.000194444
internal_weight=2982 2484 498 441 2043 1934 1651 344 283 256 221 1538 172 72 311 256 367 326 140 1417 81 131 103 74 1252 671 231 100 186 143
internal_count=2982 2484 498 441 2043 1934 1651 344 283 256 221 1538 172 72 311 256 367 326 140 1417 81 131 103 74 1252 671 231 100 186 143
cat_boundaries=0 30 48 50 76 93 94 95 96
cat_threshold=1073741840 1048588 4 0 0 0 0 0 0 32768 0 2048 0 0 0 0 0 0 33558528 0 2147483776 0 4194304 0 0 16384 0 0 524288 4096 0 128 0 2097156 0 0 131072 0 0 32 0 384 0 0 67108864 32 0 128 0 6304 0 0 0 0 0 1 0 0 1 0 0 0 2048 0 0 0 0 0 0 10240 0 0 0 0 0 268435456 2 1 1056768 0 0 0 0 8192 0 0 0 0 16 0 0 0 16 33 2155872256 90
is_linear=0
shrinkage=0.04


Tree=263
num_leaves=31
num_cat=10
split_feature=8 9 9 8 5 2 16 15 6 16 3 16 2 2 2 2 2 2 5 3 4 2 3 2 2 2 18 2 4 1
split_gain=1.47746 1.15156 0.71375 0.527106 0.513748 0.435101 0.690551 0.423152 0.430905 0.497155 0.388992 0.378959 0.427019 0.428505 0.482041 0.329247 0.257084 0.30933 0.250466 0.374235 0.326149 0.211893 0.201286 0.200555 0.322571 0.199514 0.1652 0.448518 0.536727 0.260088
threshold=0 1 2 3 4.5000000000000009 100.50000000000001 4 5 6 7 1999.5000000000002 8 29.500000000000004 44.500000000000007 38.500000000000007 231.50000000000003 88.500000000000014 37.500000000000007 1.0000000180025095e-35 2001.5000000000002 6050.0000000000009 12.500000000000002 2019.5000000000002 63.500000000000007 79.500000000000014 53.500000000000007 9 14.500000000000002 581475000.00000012 5.5000000000000009
decision_type=9 9 9 9 8 8 1 9 9 1 10 1 8 10 10 10 10 10 10 10 8 8 8 10 10 10 9 8 10 8
left_child=1 5 3 -2 -3 18 -7 22 11 15 -6 21 -13 14 -14 16 17 26 19 -1 -20 -9 -5 25 -25 -15 27 -10 -29 -28
right_child=2 4 -4 7 10 6 -8 8 9 -11 -12 12 13 23 -16 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-1.3001439468565828e-05 0.00048705208078424103 -9.6556905968852525e-05 9.6794844401216743e-06 3.2895010827660826e-05 -2.7627537829390407e-05 -6.7510763986517396e-05 1.497161629499208e-05 -8.0638313382894883e-07 5.6378311433335104e-06 -0.00015820368250824604 -5.3473057424885161e-05 1.9834559825370798e-06 -4.7672672711042286e-07 -2.2243479827470719e-06 -1.5245518370574655e-06 0.0026464519260646817 -2.2211658942181156e-05 2.6691748690620692e-05 -7.3577603737805309e-06 1.8903137246758529e-05 1.2382913153404919e-05 5.7510142053738789e-06 1.8614344339404179e-06 -6.3518352813694134e-07 -1.6954997585421515e-07 9.2389640381647203e-07 -2.0219918796701279e-05 -0.00022208510759355414 -0.00013511703248699541 0.0023897935458082487
leaf_weight=61 108 33 607 39 47 40 29 144 30 42 26 176 78 34 25 35 38 77 25 38 75 379 267 25 84 27 272 38 32 30
leaf_count=61 108 33 607 39 47 40 29 144 30 42 26 176 78 34 25 35 38 77 25 38 75 379 267 25 84 27 272 38 32 30
internal_value=6.88725e-05 -0.00224416 0.000411086 4.0181e-05 -0.00560684 -0.00074552 -0.00348571 -0.000123207 -0.000390615 -0.00122975 -0.00416216 0.000130214 -0.00072 -0.00170803 -0.00373077 -0.000925859 -0.00118147 -0.000925 0.00018 -0.00124 0.00158416 0.000862596 0.00121136 -0.000467836 -0.00149091 0.00135484 -0.00136973 -0.00277228 -0.00450704 -0.00089769
internal_weight=2961 374 2587 1980 106 268 69 1872 1566 594 73 972 449 273 103 552 517 479 199 99 100 523 306 170 109 61 402 100 70 302
internal_count=2961 374 2587 1980 106 268 69 1872 1566 594 73 972 449 273 103 552 517 479 199 99 100 523 306 170 109 61 402 100 70 302
cat_boundaries=0 30 32 34 61 62 63 64 65 66 67
cat_threshold=1073741824 1048588 4 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 16384 0 0 524288 4096 256 6144 0 14356 0 0 0 134217728 0 0 0 0 0 0 0 131076 0 0 0 0 0 0 0 0 0 0 0 0 0 0 64 2 2149580800 282 2 2 4
is_linear=0
shrinkage=0.04


Tree=264
num_leaves=31
num_cat=11
split_feature=8 12 8 12 3 3 6 4 9 0 3 0 0 3 9 3 14 6 4 0 12 4 13 0 3 0 4 0 0 5
split_gain=1.48582 1.39004 0.66464 0.84764 0.73106 0.620975 0.497391 0.57114 0.429469 0.388792 0.589901 0.382527 0.362204 0.315644 0.313391 0.299985 0.282394 0.786191 0.526003 0.370954 0.318796 0.259909 0.256454 0.267669 0.226774 0.211725 0.196221 0.202645 0.185302 0.182997
threshold=0 1 2 3 2004.5000000000002 2017.5000000000002 4 16098220000.000002 5 39.07500000000001 2022.5000000000002 35.250000000000007 32.500000000000007 2015.5000000000002 6 2020.5000000000002 7 8 33.000000000000007 42.250000000000007 9 29000.000000000004 10 15.500000000000002 2016.5000000000002 31.500000000000004 40797.000000000007 35.850000000000009 15.500000000000002 2.5000000000000004
decision_type=9 9 9 9 8 10 9 8 9 10 8 8 10 8 9 8 9 9 10 10 9 10 9 10 8 8 8 10 10 8
left_child=1 9 28 4 -4 6 8 21 -6 -1 -11 -9 -3 -14 15 -5 17 20 -19 25 -17 -8 23 -10 -13 -18 -15 -28 -2 -16
right_child=2 12 3 14 5 -7 7 11 22 10 -12 24 13 26 29 16 19 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00011284543952794733 4.288065863988623e-07 2.7168924762883174e-05 6.0292603537351441e-05 1.6132313020420437e-05 7.3614445904875061e-06 9.0120360847534292e-05 -1.7614844222271711e-05 -4.6939037065143292e-05 -5.0638226491594169e-07 -4.5429030752121025e-05 -1.2298197735801084e-05 -7.9713574085817188e-05 -3.8131413217013596e-05 -7.0663465273126622e-06 -3.724474536146867e-05 1.6787711354144351e-06 1.2949591990013541e-05 -2.1456242887239685e-05 -4.183263200682812e-05 -1.5375014466162129e-05 -4.1523231621921242e-07 -0.00012781992234045492 -3.5036944597990084e-07 -1.5595098747083805e-05 -4.827881759426318e-06 0.0010261438805678905 -2.1676756427197298e-05 1.4901775785856709e-06 7.1553876126140706e-06 2.197975491735838e-05
leaf_weight=36 55 37 61 193 104 49 45 32 31 26 41 28 36 25 30 240 41 87 29 71 281 27 281 89 166 94 28 110 169 349
leaf_count=36 55 37 61 193 104 49 45 32 31 26 41 28 36 25 30 240 41 87 29 71 281 27 281 89 166 94 28 110 169 349
internal_value=-8.16043e-05 -0.00252571 0.000252829 4.78839e-05 -0.000896104 -0.00120985 -0.00147761 -0.00274434 -0.000658915 -0.00621053 -0.00488235 -0.0018326 -0.00071255 -0.00142 0.000659187 0.000290354 -3.31752e-05 -0.000450617 -0.00327559 0.00121659 0.000233083 -0.00591781 -0.00125243 -0.00274809 -0.00114872 0.0025 -0.000658536 -5.75538e-05 0.00228085 0.00163077
internal_weight=2891 339 2552 2328 913 852 803 298 505 103 67 226 236 199 1415 1036 843 637 116 206 521 72 401 120 194 135 163 138 224 379
internal_count=2891 339 2552 2328 913 852 803 298 505 103 67 226 236 199 1415 1036 843 637 116 206 521 72 401 120 194 135 163 138 224 379
cat_boundaries=0 30 32 55 57 58 60 62 63 64 65 66
cat_threshold=1073741840 8 4 0 0 0 0 2147483648 0 32768 0 2048 64 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 32768 0 0 524288 4096 16785410 2 0 0 0 0 2147549184 0 0 0 0 0 0 0 0 1048576 0 0 0 0 0 10240 128 524288 4194304 18006112 2 78 1 16420 256 14340 139280 282 67111170 4
is_linear=0
shrinkage=0.04


Tree=265
num_leaves=31
num_cat=9
split_feature=7 8 8 12 2 4 7 12 9 12 3 2 0 0 3 3 4 0 2 2 2 2 2 14 2 0 3 2 0 0
split_gain=1.32806 1.35162 0.995898 0.975401 0.681541 0.498904 0.601871 0.862998 0.554844 0.708972 0.914645 0.584469 0.512771 0.615177 0.491305 0.472025 0.421851 0.413468 0.387986 0.423523 0.297192 0.352857 0.297182 0.288472 0.282531 0.262077 0.259152 0.324646 0.571648 0.375709
threshold=0 1 2 3 6.5000000000000009 4850.0000000000009 4 5 6 7 2017.5000000000002 16.500000000000004 33.175000000000004 42.250000000000007 1999.5000000000002 2014.5000000000002 27072.500000000004 35.850000000000009 9.5000000000000018 8.5000000000000018 99.000000000000014 63.500000000000007 20.500000000000004 8 17.500000000000004 39.07500000000001 2005.5000000000002 14.500000000000002 39.07500000000001 16.750000000000004
decision_type=9 9 9 9 10 10 9 9 9 9 8 8 8 10 10 10 10 10 10 8 10 10 8 9 10 10 10 10 10 10
left_child=-1 3 -3 -2 -5 6 7 -4 9 10 14 -10 -13 22 -8 17 -7 20 19 25 21 -9 -14 26 -19 -12 27 28 -11 -29
right_child=1 2 5 4 -6 16 8 15 11 23 18 12 13 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=5.1844415641794163e-05 -8.0281805642345933e-06 5.058153897260483e-06 6.0486931294105083e-07 -0.00023883471179542579 -1.3734806189260865e-05 -0.00022016471239904859 -3.740905658258761e-06 -3.2806135913589203e-07 0.0014842172630312653 4.3447614724101413e-06 3.9242522697081047e-05 -7.7281223394571173e-05 -0.00031580267632670336 -0.00047543912289609708 -5.4473838320260905e-05 1.847649859070924e-05 -5.9330582482886029e-06 -0.00018427746527456605 8.7589525661533841e-07 -0.00023695709970009276 1.7222687571581062e-06 -3.7392626788243217e-06 0.00098545429428065689 2.0881546252851209e-05 -9.7981304524299507e-06 -2.4681742348279324e-05 6.1785017730942317e-05 -5.8266887759938858e-08 -8.1658234770136145e-06 1.1063312335087288e-05
leaf_weight=338 121 258 234 54 72 28 35 163 197 30 29 26 28 28 73 28 54 41 240 37 42 25 112 109 61 82 63 51 70 171
leaf_count=338 121 258 234 54 72 28 35 163 197 30 29 26 28 28 73 28 54 41 240 37 42 25 112 109 61 82 63 51 70 171
internal_value=6.89419e-05 -0.000245628 6.01893e-05 -0.00299225 -0.00537226 -0.000237911 -0.000111336 -0.00116364 0.000347701 -0.00015984 -0.00121499 0.00160199 8.20514e-05 0.000899408 -0.00447706 -0.00237197 -0.00327711 -0.00285886 -0.000329049 -0.00193289 -0.00190476 -0.00258201 0.00198582 0.00090297 -0.00497087 -0.000678571 0.000353535 -9.90711e-05 -0.0019802 0.000753363
internal_weight=2900 2562 2315 247 126 2057 1975 594 1381 990 496 391 194 168 108 360 82 332 388 148 230 188 140 494 102 111 385 322 100 222
internal_count=2900 2562 2315 247 126 2057 1975 594 1381 990 496 391 194 168 108 360 82 332 388 148 230 188 140 494 102 111 385 322 100 222
cat_boundaries=0 17 47 74 76 93 94 96 98 99
cat_threshold=268435457 33 537133056 512 65568 134217728 33554432 268443648 0 134217728 32 0 128 0 0 0 4112 1073741824 2048 4 0 0 0 0 0 0 0 0 2048 0 512 0 4096 0 0 0 0 0 0 0 0 0 49152 0 0 0 4096 0 2 0 0 2147549184 0 0 0 0 32768 0 4 2048 0 0 0 0 0 0 0 256 524288 0 0 0 0 64 1049634 32 0 144 0 524292 0 64 0 537001984 65536 0 0 256 0 0 0 32 1073741952 68241664 256 22528 84977666 2 8192
is_linear=0
shrinkage=0.04


Tree=266
num_leaves=31
num_cat=16
split_feature=7 8 12 1 12 9 1 11 8 9 6 7 8 1 7 0 12 1 0 1 17 12 13 5 1 0 0 0 0 0
split_gain=1.30135 1.04471 0.952345 0.872465 0.514893 0.531286 0.511651 0.383177 0.396546 0.359539 0.408576 0.335234 0.307313 0.237056 0.180982 0.238594 0.301339 0.268763 0.218033 0.163819 0.275412 0.185803 0.220588 0.173047 0.157566 0.177322 0.14961 0.146851 0.134259 0.129172
threshold=0 1 2 5.5000000000000009 3 4 5.5000000000000009 5 6 7 8 9 10 2.5000000000000004 11 44.07500000000001 12 5.5000000000000009 39.07500000000001 5.5000000000000009 13 14 15 7.0000000000000009 5.5000000000000009 38.57500000000001 40.250000000000007 23.500000000000004 36.900000000000006 35.850000000000009
decision_type=9 9 9 8 9 9 8 9 9 9 9 9 9 10 9 10 9 8 10 10 9 9 9 8 10 10 10 10 10 10
left_child=26 2 13 -4 7 6 -6 -3 -9 -10 24 -7 -13 -2 27 16 -16 18 -18 20 23 -22 28 -14 25 -11 -1 -12 -23 -24
right_child=1 4 3 -5 5 11 -8 8 9 10 14 12 19 -15 15 -17 17 -19 -20 -21 21 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022696337705754551 0.0026560554246875929 8.5553084350114454e-06 -4.0106516847322914e-05 -0.00024063424410247563 -6.0739322046238285e-05 -4.1649359968848005e-07 5.4194500930784418e-05 2.0115816623890813e-06 1.0518000713314114e-06 4.1448395749381706e-06 -6.2602917335622264e-07 1.833524952913491e-05 6.2619281541779722e-07 -1.4239421724360142e-05 -2.3679034344391626e-06 -0.00016864298961162498 1.8368133784798513e-06 2.4485549073954161e-05 -3.7744605559566146e-06 3.6071625551161813e-06 2.5686126112607027e-06 1.9567209190804017e-07 3.5879272380674754e-06 -4.1419216422574514e-05 -8.9483811127357538e-05 -5.8858171279457866e-05 2.7991633170748976e-05 2.5959368986568874e-06 -0.00030061913217035665 1.1178653011972042e-06
leaf_weight=199 47 103 84 54 81 222 27 117 159 42 127 110 62 66 115 30 61 35 113 112 342 81 45 51 31 96 166 39 62 77
leaf_count=199 47 103 84 54 81 222 27 117 159 42 127 110 62 66 115 30 61 35 113 112 342 81 45 51 31 96 166 39 62 77
internal_value=-1.8938e-05 -0.000336664 -0.00273282 -0.00488591 -6.8056e-05 0.000473889 -0.00208403 -0.00071177 -0.000963115 -0.00126659 -0.00166286 0.000728511 0.00105771 9.67743e-05 -0.00105461 -0.000504109 -0.000196923 0.000709091 9.14287e-05 0.000768683 0.000554785 0.000886732 7.24639e-05 -0.00119355 -0.00335556 -0.00293525 0.00218085 -0.00212429 -0.000961039 0.00126316
internal_weight=2956 2591 251 138 2340 1272 108 1068 965 848 689 1164 942 113 520 354 324 209 174 832 720 607 265 113 169 138 365 166 143 122
internal_count=2956 2591 251 138 2340 1272 108 1068 965 848 689 1164 942 113 520 354 324 209 174 832 720 607 265 113 169 138 365 166 143 122
cat_boundaries=0 17 47 49 51 53 56 79 81 82 92 111 120 122 123 124 125
cat_threshold=268435456 33 1074790400 524288 34 0 33554432 8192 0 1040 32 2097152 0 0 0 0 1073745936 1073741840 0 4 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 33554432 0 2147483648 0 0 0 0 32768 0 0 524288 4096 1048610 32 17866848 34 0 8196 32768 2147484160 524288 0 0 0 0 0 0 0 2147483648 0 0 0 4 8192 0 0 0 0 0 0 0 256 0 4194304 1 20480 276 2 0 536879104 0 0 0 131072 536870912 2048 32 0 8 0 0 0 1 0 0 0 0 0 4 8192 0 0 0 0 0 4096 0 0 67108864 0 0 0 0 537001984 65536 17825792 32 19 148482 10
is_linear=0
shrinkage=0.04


Tree=267
num_leaves=31
num_cat=10
split_feature=8 7 7 11 4 2 2 2 8 4 0 2 14 0 8 2 2 4 6 2 7 2 2 0 3 2 2 7 4 4
split_gain=2.30782 0.940574 0.773507 0.555698 0.498219 0.615872 1.2729 0.578304 0.570568 0.916418 0.485731 0.952503 0.457427 0.552347 0.343692 0.512666 1.20029 0.354187 0.400737 0.324283 0.286282 0.340588 0.280398 0.275704 0.248166 0.271278 0.2604 0.350925 0.268676 0.23973
threshold=0 1 2 3 11633120000.000002 100.50000000000001 49.500000000000007 442.50000000000006 4 45.000000000000007 32.500000000000007 12.500000000000002 5 48.175000000000004 6 27.500000000000004 34.500000000000007 4850.0000000000009 7 12.500000000000002 8 15.500000000000002 13.500000000000002 14.500000000000002 2019.5000000000002 70.500000000000014 63.500000000000007 9 45.000000000000007 345.00000000000006
decision_type=9 9 9 9 10 8 10 10 9 10 10 10 9 8 9 8 10 10 9 10 9 8 10 10 10 10 10 9 10 10
left_child=3 -2 19 -1 5 6 8 -7 22 10 -10 -12 13 14 15 29 -17 18 -16 -3 21 -14 -5 -20 25 26 27 -25 -29 -4
right_child=1 2 12 4 -6 7 -8 -9 9 -11 11 -13 20 -15 17 16 -18 -19 23 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=8.5100822649691896e-06 0.00024823731291230132 -4.0727647807302509e-05 1.4877475220328216e-05 -1.6838450202064627e-05 -8.6711048134283808e-05 4.7832294915136642e-06 -6.1861924096880298e-05 -0.00013691001353146787 -0.00014325574930596451 9.878238950427408e-05 -3.890177607386305e-05 4.6067058121267515e-09 -4.1006693346193279e-06 -4.7728705966444904e-05 -6.0304049329048771e-05 -2.2601523478475803e-05 2.0377716488762216e-06 -2.1974564793306155e-05 3.6447145610300813e-06 -3.2384921035349443e-05 2.4553089011412871e-05 1.0483757636013949e-06 0.00010452803555149104 -3.0119750679932427e-06 8.6538917426686951e-05 9.0406232402528983e-07 -4.4779908378697062e-07 1.3522029057101438e-07 9.3655923484266034e-06 8.4002214523848067e-05
leaf_weight=108 232 55 148 79 25 75 42 39 30 33 44 46 38 49 114 26 86 48 32 49 329 98 34 183 45 163 37 618 50 25
leaf_count=108 232 55 148 79 25 75 42 39 30 33 44 46 38 49 114 26 86 48 32 49 329 98 34 183 45 163 37 618 50 25
internal_value=-6.70914e-05 0.00046798 0.000205082 -0.00236749 -0.00299563 -0.0027234 -0.00365049 -0.000208695 -0.00260674 -0.00407317 -0.00595041 -0.0043956 0.000379048 5.87157e-05 0.000190355 0.00141892 -0.000637168 -9.22366e-05 3.86164e-05 -0.0029913 0.00147059 -0.000108843 -0.000225806 0.000273925 0.00016773 4.18252e-05 -0.000233971 -8.92017e-05 0.000341679 0.00282759
internal_weight=2980 2425 2193 555 447 422 308 114 266 153 120 90 2089 1624 1575 285 112 1290 1242 104 465 136 113 1128 1096 1051 888 851 668 173
internal_count=2980 2425 2193 555 447 422 308 114 266 153 120 90 2089 1624 1575 285 112 1290 1242 104 465 136 113 1128 1096 1051 888 851 668 173
cat_boundaries=0 30 47 65 68 98 99 120 121 138 145
cat_threshold=1073741840 12 4 0 0 0 0 0 1 32768 0 33685504 64 512 0 0 0 0 33558528 0 2147483648 0 4194304 0 0 32768 64 0 524288 4096 268566530 1 8192 262144 524288 134217728 0 8192 2048 0 0 0 0 0 0 0 16 0 268435456 536870912 0 0 8192 33554432 0 0 0 0 0 0 0 0 32 1073741952 128 16384 2147483648 524288 16 8 0 0 0 0 0 0 0 32768 0 131072 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 4096 139264 0 0 0 0 0 1 262144 2147483648 0 0 0 4 0 0 268435456 0 0 0 0 2048 128 272 0 0 67108864 0 0 0 0 131072 65536 0 0 0 0 0 0 0 4096 0 0 0 4 0 0 131072
is_linear=0
shrinkage=0.04


Tree=268
num_leaves=31
num_cat=12
split_feature=7 8 7 4 12 8 12 9 17 0 2 2 0 7 12 0 4 2 0 1 0 12 0 1 7 3 1 4 2 2
split_gain=2.33952 1.32436 0.739958 0.625572 0.575526 0.558968 0.705531 0.460642 0.779105 0.588661 0.451621 0.815003 0.443491 0.396996 0.403885 0.546258 0.401487 0.391302 0.39441 0.38398 0.37342 0.363864 0.36058 0.354133 0.335638 0.328617 0.302849 0.319676 0.2745 0.622015
threshold=0 1 2 775.00000000000011 3 4 5 6 7 36.400000000000006 6.5000000000000009 49.500000000000007 40.675000000000004 8 9 38.57500000000001 520.00000000000011 14.500000000000002 44.07500000000001 4.5000000000000009 32.500000000000007 10 39.07500000000001 5.5000000000000009 11 2011.5000000000002 3.5000000000000004 49000.000000000007 29.500000000000004 7.5000000000000009
decision_type=9 9 9 10 9 9 9 9 9 8 8 10 10 9 9 10 8 10 10 8 8 9 10 8 9 8 8 10 8 10
left_child=3 4 -3 20 10 -4 24 8 9 -8 -2 -12 -11 14 15 -10 -15 18 -9 -16 -1 -18 -19 -23 -7 -24 -26 -28 29 -22
right_child=1 2 5 -5 -6 6 7 17 13 12 11 -13 -14 16 19 -17 21 22 -20 -21 28 23 25 -25 26 -27 27 -29 -30 -31
leaf_value=4.2616264929218225e-06 -5.1996033227182827e-05 7.7503410342042483e-05 1.3739296547610723e-06 -5.7084804091288681e-05 -1.2572028167140941e-06 -5.9355416658268676e-07 0.00018489957630698245 0.0011704257224876447 -1.5823841489687266e-06 -0.00011668636534144015 6.1201618766172241e-06 -0.00011214281343521988 -1.8761700133061561e-05 -0.00018513462933629081 4.9668580422303742e-06 1.2628870718874909e-06 -2.4065693575686307e-06 -0.00030290199282821862 -7.6033381530247291e-05 -4.2081181683743812e-07 1.2499398939113301e-05 9.0283235494535347e-07 0.0028928729936563307 4.2262414194353752e-05 -3.3732085576837976e-06 -6.2219065884780848e-05 3.2936333932279522e-06 -4.0408821209225028e-05 -7.4346595006408128e-06 -0.00016855518828053204
leaf_weight=34 30 208 378 25 125 101 26 160 80 48 44 33 27 49 30 49 122 34 35 108 25 396 47 112 25 78 388 26 69 47
leaf_count=34 30 208 378 25 125 101 26 160 80 48 44 33 27 49 30 49 122 34 35 108 25 396 47 112 25 78 388 26 69 47
internal_value=7.97299e-05 0.000388448 0.000657211 -0.00398104 -0.00243621 0.000444635 0.000165984 -0.000308782 -0.000729678 -0.00389286 -0.00450847 -0.00323077 -0.00605263 -0.000351097 -0.0016259 -0.00317143 0.000168116 0.000920548 0.00214286 -5.36911e-05 -0.00329545 0.00044374 -0.000525 0.000909441 0.00137931 0.000476191 0.00185778 0.00215904 -0.00419718 -0.00591781
internal_weight=2959 2759 2527 200 232 2319 1941 1401 1047 101 107 77 75 946 267 129 679 354 195 138 175 630 159 508 540 125 439 414 141 72
internal_count=2959 2759 2527 200 232 2319 1941 1401 1047 101 107 77 75 946 267 129 679 354 195 138 175 630 159 508 540 125 439 414 141 72
cat_boundaries=0 18 48 65 66 96 97 99 100 117 119 121 131
cat_threshold=0 268435472 0 524800 0 134225922 0 536870912 33554432 0 0 256 0 0 67108864 32 0 128 16 2052 4 0 0 0 0 2147483648 0 0 0 2048 64 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 524288 4096 268435457 33 1073741824 0 34 0 4194304 8192 0 536870912 32768 0 0 0 0 0 1073741824 16877570 268435456 0 0 0 2147483648 1 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 384 0 4194304 0 0 16384 0 0 0 8192 67308800 384 22544 49 2 0 68157440 4 0 0 0 131072 65536 0 0 0 0 268435456 0 0 4096 16809986 32 1073152 2 0 0 0 0 0 0 131072 0 2048 134217760
is_linear=0
shrinkage=0.04


Tree=269
num_leaves=31
num_cat=11
split_feature=8 7 7 12 8 2 4 2 2 7 0 13 12 9 0 12 2 9 2 2 2 3 4 2 2 2 1 2 2 2
split_gain=1.17783 0.801768 0.724195 0.845681 1.08996 1.20466 0.805336 0.639496 0.503069 0.473169 0.550212 0.717115 0.600186 0.845518 0.57159 0.462179 0.437385 0.425394 0.414331 0.446265 0.408235 0.392496 0.375173 0.37354 0.368493 0.358167 0.383347 0.441472 0.35469 0.3291
threshold=0 1 2 3 4 6.5000000000000009 66350445000.000008 59.500000000000007 9.5000000000000018 5 40.250000000000007 6 7 8 45.425000000000004 9 44.500000000000007 10 41.500000000000007 67.500000000000014 24.500000000000004 2020.5000000000002 215.00000000000003 4.5000000000000009 10.500000000000002 11.500000000000002 5.5000000000000009 35.500000000000007 12.500000000000002 29.500000000000004
decision_type=9 9 9 9 9 10 8 10 8 9 8 9 9 9 10 9 10 9 10 10 10 8 10 8 8 8 8 8 8 10
left_child=2 -2 15 4 17 23 -7 20 -5 -3 11 12 16 -14 25 -1 21 -4 24 -20 -8 -11 -19 -6 -17 -12 27 -27 -16 -26
right_child=1 9 3 8 5 6 7 -9 -10 10 14 -13 13 -15 28 18 -18 22 19 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=2.0560991453155378e-06 -1.3315127730592086e-05 0.0012738625352126476 -1.0261369026454607e-05 -4.1438316601025323e-05 -1.5920844350239429e-05 4.0129377129463375e-05 -1.3697314569458384e-05 -5.3396323014707798e-08 8.1745351233246471e-07 5.1124073601853826e-05 6.3470758509181097e-05 1.402537683610966e-05 -3.3777536150597381e-05 1.0021243402736197e-05 -1.5732165767289121e-05 -3.5845763881075925e-06 -0.00014705623638856365 1.7643655903704441e-05 -2.6364122020018417e-06 -6.3306342040012724e-07 -5.3773271356121988e-05 -2.2088207738850751e-06 -3.9464766361686203e-06 -0.00042759434050225421 1.1212125821988278e-05 -0.00026287895202896898 1.1284186156535507e-06 -0.00023348806069511542 3.8881001118419772e-05 -1.1529828500160635e-07
leaf_weight=247 107 115 112 54 31 50 45 44 233 41 31 594 117 273 38 48 62 85 33 57 34 139 30 51 66 31 39 54 47 48
leaf_count=247 107 115 112 54 31 50 45 44 233 41 31 594 117 273 38 48 62 85 33 57 34 139 30 51 66 31 39 54 47 48
internal_value=3.51709e-05 0.000725133 -0.000881939 -0.00164615 -0.00266126 -0.00443609 -0.00268965 -0.00441935 9.39599e-05 0.000957287 0.000747461 0.00109535 0.000136859 0.00109726 -0.00099585 0.000305882 -0.0013913 -0.000554622 -0.000882129 -0.00307692 -0.00655 -0.000441989 0.00111111 -0.00857831 0.000294479 -0.0024359 -0.003392 -0.00488372 0.00162791 0.00153043
internal_weight=2956 1688 1268 769 482 255 173 123 287 1581 1466 1226 632 390 240 499 242 227 252 90 79 180 115 82 162 155 124 85 85 114
internal_count=2956 1688 1268 769 482 255 173 123 287 1581 1466 1226 632 390 240 499 242 227 252 90 79 180 115 82 162 155 124 85 85 114
cat_boundaries=0 30 47 64 65 89 106 107 109 111 112 114
cat_threshold=1073741840 2060 4 0 8192 0 262144 2147483648 0 0 0 33687552 8192 512 0 4096 0 0 33554432 0 2147483648 0 16777216 8 0 16384 64 0 524288 4096 0 0 0 524292 524288 134225920 0 0 33554432 0 0 0 0 0 0 0 128 1 128 0 0 32 0 131072 268566528 33554432 0 8192 256 128 0 0 0 4096 16900418 16 12 0 0 0 0 262144 2147483648 0 0 0 131072 8192 0 0 0 0 0 0 0 0 0 0 8 268435458 1 0 0 32 0 0 8192 0 0 32768 0 0 0 0 0 1073741824 10 73824 32 0 20484 67199298 0 18432
is_linear=0
shrinkage=0.04


Tree=270
num_leaves=31
num_cat=6
split_feature=7 7 2 17 4 2 11 8 0 0 2 13 3 0 0 3 2 0 0 0 3 2 2 0 2 2 2 5 0 2
split_gain=1.61263 1.06292 0.510001 0.461485 0.473736 0.483013 0.448892 0.527063 0.460118 0.329366 0.313706 0.297439 0.501658 0.436577 0.954822 0.378086 0.356991 0.310232 0.38789 0.305482 0.617185 0.292767 0.286972 0.2684 0.689904 0.264912 0.261763 0.247921 0.236008 0.234519
threshold=0 1 89.500000000000014 2 16829230000.000002 75.500000000000014 3 4 52.740000000000002 47.750000000000007 6.5000000000000009 5 2007.5000000000002 30.500000000000004 39.07500000000001 2003.5000000000002 33.500000000000007 22.750000000000004 16.750000000000004 35.600000000000009 1999.5000000000002 70.500000000000014 8.5000000000000018 21.500000000000004 19.500000000000004 51.500000000000007 4.5000000000000009 1.0000000180025095e-35 44.07500000000001 21.500000000000004
decision_type=9 9 10 9 8 10 9 9 8 10 10 9 10 10 10 8 10 10 10 10 10 8 10 10 10 10 8 10 10 10
left_child=10 2 22 4 5 -3 -5 23 11 27 -1 12 13 17 -15 -16 -17 18 -9 20 21 -13 26 24 -8 28 -2 -6 -21 -24
right_child=1 3 -4 6 9 -7 7 8 -10 -11 -12 19 -14 14 15 16 -18 -19 -20 25 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0746758406661006e-05 -1.0540754897844749e-05 -4.747239906289511e-05 -1.3482548091663764e-05 1.9845156168043202e-05 -1.647854667502552e-05 -0.00010148374873416113 -5.6777078495115857e-06 4.1829004608106299e-07 -3.7279923359888197e-05 0.00010619776964034808 0.00043453504248376228 6.7950866438924605e-07 2.8665471319746653e-05 -0.00055716799828501988 3.0126826210219925e-05 -1.0517858137621827e-05 -5.542715928688137e-05 7.0823570202728366e-06 -9.2650588168417402e-07 1.2713521976266618e-05 -1.9455569648544551e-05 -3.4583471052364468e-06 9.2562645998619007e-06 2.0764837608402786e-05 1.0191351967206504e-06 0.00053705283013120238 -0.00013368603002231045 5.8295847120960735e-06 -0.00043346961093500226 -7.369709063966204e-06
leaf_weight=114 48 66 32 233 150 35 25 163 25 27 213 189 112 31 43 217 32 46 68 317 33 74 84 170 55 92 34 51 47 125
leaf_count=114 48 66 32 233 150 35 25 163 25 27 213 189 112 31 43 217 32 46 68 317 33 74 84 170 55 92 34 51 47 125
internal_value=0.000204607 -0.00013055 -0.00223952 0.000174741 -0.00118824 -0.0034902 0.000407464 0.000180572 -0.000109333 -0.000209607 0.00280473 -1.63821e-05 -0.00059751 -0.00106489 -0.00206173 -0.00133788 -0.001936 0.00010072 -0.0005 0.000534731 -0.000457912 0.00019697 -0.00176712 0.00183908 1.47172e-10 0.00119037 -0.00375904 -0.000772277 0.00070137 -0.000971428
internal_weight=2951 2624 323 2301 329 101 1972 1739 1489 228 327 1464 712 600 323 292 249 277 231 752 296 263 291 250 80 456 82 201 364 209
internal_count=2951 2624 323 2301 329 101 1972 1739 1489 228 327 1464 712 600 323 292 249 277 231 752 296 263 291 250 80 456 82 201 364 209
cat_boundaries=0 18 36 37 40 63 64
cat_threshold=268435456 1 0 2048 524320 0 37748736 8192 0 134225936 32768 0 128 268435456 0 0 4112 512 147458 16 68157440 524288 0 134217730 0 536870912 0 0 0 256 0 0 0 32 1073741952 384 35 67125248 1056 524289 268435456 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 128 0 4194304 2
is_linear=0
shrinkage=0.04


Tree=271
num_leaves=31
num_cat=10
split_feature=7 8 8 2 6 7 9 7 3 2 8 3 2 2 1 2 3 2 2 1 6 5 2 0 2 2 2 2 9 0
split_gain=1.60999 1.2476 0.669108 1.22353 0.668136 0.478657 0.925976 0.42375 0.429756 0.61157 0.401519 0.387888 0.598781 0.47538 0.392785 0.323141 0.837601 0.339074 0.339832 0.699064 0.303756 0.287568 0.275519 0.427174 0.856628 0.577992 0.406009 0.26628 0.265731 0.479631
threshold=0 1 2 20.500000000000004 3 4 5 6 1995.5000000000002 8.5000000000000018 7 2012.5000000000002 14.500000000000002 37.500000000000007 4.5000000000000009 60.500000000000007 2019.5000000000002 298.50000000000006 114.50000000000001 3.5000000000000004 8 1.0000000180025095e-35 81.500000000000014 33.175000000000004 32.500000000000007 30.500000000000004 15.500000000000002 5.5000000000000009 9 29.500000000000004
decision_type=9 9 9 8 9 9 9 9 10 10 9 8 10 10 10 10 8 10 10 10 9 10 8 10 10 10 10 8 9 10
left_child=4 -2 3 21 27 -4 11 8 9 -8 -9 -7 14 -14 -13 20 -17 18 19 -18 -12 -3 23 24 -6 26 -25 -1 29 -22
right_child=1 2 5 -5 22 6 7 10 -10 -11 15 12 13 -15 -16 16 17 -19 -20 -21 28 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-7.7623694727039242e-05 7.9120365168549406e-06 -8.3334899271962355e-05 9.7513098792344537e-06 5.984494725414506e-06 1.6330270955334006e-06 0.0009366766841990969 -0.00011830362885149138 2.2303367486671847e-05 -0.00014072932279318349 0.00012372432850077207 9.1476359292881014e-07 0.00024219044048100484 -0.0001538346596393088 -0.00012132215117624241 -5.2974089186055606e-05 2.0125664854707209e-05 -8.9535826428390307e-06 3.5133622057162757e-06 -6.0216543540513624e-05 -1.5203183051169987e-07 0.00014367291348323297 -3.0101954027478249e-05 -6.0350411773141192e-06 -1.85527863480405e-05 -8.7558228750246675e-06 -6.7761307175264697e-06 -0.00017515992580635951 1.8655953945916008e-05 8.9224087596723472e-06 -1.6106012055914042e-05
leaf_weight=26 264 27 395 53 41 31 42 101 25 45 639 46 35 49 64 75 26 30 37 101 40 28 55 35 30 31 25 81 230 280
leaf_count=26 264 27 395 53 41 31 42 101 25 45 639 46 35 49 64 75 26 30 37 101 40 28 55 35 30 31 25 81 230 280
internal_value=-0.000204819 0.000124159 -0.000167635 -0.00309244 -0.00281791 -1.56384e-05 -0.00028107 4.99407e-05 -0.00221138 -0.00104545 0.000226752 -0.00262712 -0.00340513 -0.00592941 -0.00144144 4.90131e-05 -0.0012 -0.00258462 -0.00329697 -0.00228125 0.000332773 -0.0075 -0.00408772 -0.00510429 -0.00272222 -0.00691304 -0.00918033 -0.000101695 -0.000356506 -0.00108761
internal_weight=2987 2663 2399 108 324 2291 1896 1671 112 87 1559 225 194 84 110 1458 269 194 164 127 1189 55 217 162 71 91 60 107 550 320
internal_count=2987 2663 2399 108 324 2291 1896 1671 112 87 1559 225 194 84 110 1458 269 194 164 127 1189 55 217 162 71 91 60 107 550 320
cat_boundaries=0 18 39 68 69 86 88 100 126 127 129
cat_threshold=147458 16 67108864 524288 0 134225920 33554432 268435456 0 134225952 0 0 268435456 268435456 0 0 128 384 0 0 4 134217728 0 1 0 0 1 32768 0 4 2048 0 0 0 0 0 0 8192 256 1073741824 1048576 0 0 2147483648 0 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 0 0 0 8 0 0 0 0 524288 86 268435456 1 8192 4 2 0 0 8192 2048 0 0 256 128 0 0 32 1073745936 256 8196 0 0 1074790400 2048 0 64 0 0 33554432 0 0 128 0 2056 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 0 0 0 32768 328 0 6144
is_linear=0
shrinkage=0.04


Tree=272
num_leaves=31
num_cat=14
split_feature=7 4 8 12 17 7 4 3 0 17 6 14 5 12 0 9 0 0 4 14 0 8 3 6 0 0 3 3 3 12
split_gain=1.32752 1.40035 0.872835 0.650166 0.957691 0.573605 0.534844 0.505592 0.502379 0.440053 0.389636 0.527435 0.348752 0.336575 0.333936 0.700075 0.30797 0.261533 0.258396 0.238969 0.211038 0.208236 0.201377 0.281695 0.608304 0.181756 0.168299 0.167713 0.166678 0.159643
threshold=0 353375000.00000006 1 2 3 4 199.50000000000003 1998.5000000000002 44.07500000000001 5 6 7 5.5000000000000009 8 39.07500000000001 9 16.750000000000004 30.500000000000004 5157000000.000001 10 40.250000000000007 11 2015.5000000000002 12 33.175000000000004 18.500000000000004 2010.5000000000002 2004.5000000000002 2018.5000000000002 13
decision_type=9 8 9 9 9 9 8 10 10 9 9 9 8 9 10 9 10 10 8 9 10 9 10 9 10 10 8 8 8 9
left_child=1 -1 7 4 8 28 -6 -2 18 -7 21 14 -3 16 -12 -16 -11 -18 -4 22 -21 29 23 26 25 -25 -15 -14 -5 -8
right_child=2 12 3 5 6 9 10 -9 -10 13 11 -13 27 19 15 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00014822505020564277 8.6586858421837611e-06 8.868595034132344e-05 -1.7555323482101403e-05 1.5159262040078751e-05 -0.00011365176330466069 9.7593699317685905e-06 2.1179983520774093e-08 -3.37868817712558e-06 0.00011615703479345088 1.001292561845209e-07 -0.0003252713005402005 0.0001496771011747542 2.6135843506867042e-05 0.00034552505321456655 -1.6867399654384476e-05 0.00064006500367549458 -6.3481182959072166e-06 -3.0105587481849267e-05 -1.2876182266689839e-05 -7.5790462809978983e-07 -0.00078080398776273971 3.3238285903976447e-05 -1.9134645764902259e-05 -1.6316578171663844e-08 -7.9698320442563419e-06 1.2297074669103807e-05 3.0878047397017204e-05 -8.4080073331487416e-05 2.6123801500778237e-06 1.3791101761519451e-06
leaf_weight=28 390 26 28 40 35 104 157 99 25 49 25 117 31 34 109 109 28 160 83 106 34 317 45 149 140 41 68 140 73 165
leaf_count=28 390 26 28 40 35 104 157 99 25 49 25 117 31 34 109 109 28 160 83 106 34 317 45 149 140 41 68 140 73 165
internal_value=-8.79565e-05 -0.0029661 0.000160526 -0.000175844 0.000474175 -0.000883549 0.000895694 0.001672 -0.00255782 -0.00120537 0.001076 1.44593e-10 -0.00187879 -0.00150751 -0.00105512 -0.000584475 -0.00279032 -0.00364021 -0.00389286 -0.000974522 -0.00238411 0.00165538 -0.000516393 -0.00025866 -0.000821114 0.000628272 0.00148673 -0.00253488 0.00170968 0.000864865
internal_weight=2955 225 2730 2241 1170 1071 1034 489 136 958 999 360 197 854 243 218 237 188 111 617 140 639 477 432 330 190 102 171 113 322
internal_count=2955 225 2730 2241 1170 1071 1034 489 136 958 999 360 197 854 243 218 237 188 111 617 140 639 477 432 330 190 102 171 113 322
cat_boundaries=0 16 43 45 46 63 64 65 66 68 70 71 94 95 97
cat_threshold=2 268435456 0 0 0 8258 33554432 536870912 33554432 8192 0 128 0 0 0 32 16 0 0 134217728 2147549184 1 262144 0 1 32768 0 4 8192 1048576 0 0 0 0 4096 10240 0 524288 4194304 0 0 32768 4 67126594 32 3 0 1 67108864 0 0 0 0 0 2048 0 0 0 0 0 0 0 4112 35 330 8192 16809984 2 0 6144 8320 0 2052 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 16777216 196 256 32
is_linear=0
shrinkage=0.04


Tree=273
num_leaves=31
num_cat=12
split_feature=7 8 17 4 7 3 4 9 0 9 4 1 0 0 0 14 0 4 11 3 0 6 13 13 0 4 3 4 15 0
split_gain=1.26532 1.2343 0.670079 0.813851 0.526969 0.956793 0.42679 0.371955 0.370398 0.365549 0.352226 0.348397 0.436685 0.277306 0.265676 0.347466 0.334065 0.257046 0.244482 0.284856 0.255756 0.436475 0.408396 0.251421 0.494081 0.220194 0.219536 0.179991 0.190056 0.256512
threshold=0 1 2 111.00000000000001 3 1994.5000000000002 7250450000.000001 4 35.250000000000007 5 55828770000.000008 5.5000000000000009 40.675000000000004 36.900000000000006 40.250000000000007 6 45.425000000000004 2050.0000000000005 7 2016.5000000000002 42.250000000000007 8 9 10 31.500000000000004 4050.0000000000005 1.0000000180025095e-35 850.00000000000011 11 18.500000000000004
decision_type=9 9 9 10 9 10 10 9 10 9 8 8 10 10 10 9 10 10 9 10 10 9 9 9 8 8 10 8 9 10
left_child=9 -2 10 4 5 13 8 -6 -5 14 -3 12 17 -4 15 27 -16 -10 -9 20 21 22 -20 26 -25 -11 -23 -1 -29 -30
right_child=1 2 3 6 7 -7 -8 18 11 25 -12 -13 -14 -15 16 -17 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=2.3970959723071757e-06 5.8719365552143368e-06 -3.401423365641966e-06 1.7035569704753094e-07 -0.00011069594076827762 8.569845434170805e-06 -3.0127404950711711e-05 9.9924263512171381e-05 3.4689206857741461e-06 -9.711256475911308e-05 -1.7556143944084294e-06 -3.9735156529561643e-05 1.9543577823584474e-05 -0.00086249238819107441 -6.237130608425186e-06 -0.00017754187070412458 1.7938441434249431e-05 3.5299139496998129e-05 1.5754448857702368e-05 -1.6411507624331678e-05 7.0438054470180854e-05 -9.7227326914485008e-05 -9.183468141760591e-05 0.00049941452110510601 -6.7928212165571981e-05 7.2169659003528664e-06 0.00012606861304973696 -1.7901338344067133e-05 5.8274957535987698e-07 -1.1628092148900545e-06 5.3180217623093937e-06
leaf_weight=25 310 28 154 34 119 32 30 138 36 25 84 35 29 124 81 151 41 39 101 74 81 70 128 31 132 200 48 376 74 66
leaf_count=25 310 28 154 34 119 32 30 138 36 25 84 35 29 124 81 151 41 39 101 74 81 70 128 31 132 200 48 376 74 66
internal_value=0.000104936 -0.000520342 -0.000983312 -0.000733057 -0.000350365 -0.00174455 -0.00307843 0.000137192 -0.00383908 0.00121524 -0.0038374 -0.00288571 -0.0040381 -0.00103226 0.000795152 0.00110823 -0.000910569 -0.00236842 -0.000181818 -0.000502958 -0.000804054 -0.000469667 0.000816667 -0.00149315 -0.000390804 0.00262712 -0.00285271 0.000586957 0.000433269 -0.000794702
internal_weight=2896 1857 1547 1435 1232 310 203 922 173 1039 112 139 104 278 814 692 122 75 803 665 591 510 229 281 163 225 118 541 516 140
internal_count=2896 1857 1547 1435 1232 310 203 922 173 1039 112 139 104 278 814 692 122 75 803 665 591 510 229 281 163 225 118 541 516 140
cat_boundaries=0 17 44 45 62 64 66 67 70 71 72 73 74
cat_threshold=268451841 129 537919488 524804 524322 0 0 131072 67584 134217776 32 0 144 0 67108864 0 4112 16 0 0 0 0 1 0 0 1 0 0 133124 0 0 0 0 0 0 4096 2048 128 524288 4194304 0 0 32768 64 20 131072 16 8192 0 0 134217728 131072 0 0 0 0 384 0 0 0 0 128 1073741824 4112 1 18452 8192 16416 512 524288 70 12 2 69206016
is_linear=0
shrinkage=0.04


Tree=274
num_leaves=31
num_cat=10
split_feature=7 9 7 2 1 0 0 5 0 2 0 2 13 6 12 7 2 2 9 12 4 12 2 2 3 0 1 0 1 3
split_gain=1.32222 1.18498 0.761828 0.596871 0.650405 0.565139 0.483002 0.412917 0.413434 0.762436 0.345639 0.46482 0.544208 0.630601 0.451032 0.758998 0.645529 0.500681 0.449359 0.430863 0.627196 0.403512 0.327523 0.313056 0.291427 0.500566 0.265645 0.327259 0.263311 0.26132
threshold=0 1 2 1.5000000000000002 5.5000000000000009 31.500000000000004 24.500000000000004 4.5000000000000009 39.07500000000001 12.500000000000002 40.675000000000004 4.5000000000000009 3 4 5 6 15.500000000000002 26.500000000000004 7 8 2560040000.0000005 9 99.000000000000014 9.5000000000000018 2016.5000000000002 9.5000000000000018 3.5000000000000004 35.600000000000009 4.5000000000000009 1996.5000000000002
decision_type=9 9 9 8 8 10 10 8 10 10 10 10 9 9 9 9 10 10 9 9 8 9 10 10 8 8 10 10 10 10
left_child=1 5 28 4 6 -1 -4 -3 -9 -10 11 26 14 -14 -13 16 -16 -18 -17 22 -21 23 -15 -12 -22 -26 27 -5 -2 -28
right_child=2 7 3 10 -6 -7 -8 8 9 -11 21 12 13 19 15 18 17 -19 -20 20 24 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-1.9487331138275859e-05 4.0550128786091502e-06 -5.3342754040614912e-05 1.0638526126398649e-06 -5.0991359044930946e-05 1.413059515239522e-05 2.2952606919953703e-05 -4.5035585271638166e-05 -3.6911401199090076e-05 -0.00011627251926775273 3.2724328118185644e-05 -0.00010892593930329597 8.16073299922471e-07 3.7501596340828652e-05 1.1915126486401615e-06 -9.239347406834856e-06 -2.6041078924486386e-05 2.1138102834052118e-06 -3.0433681538381802e-07 2.9501650096844346e-06 -6.602731445146344e-05 -0.00018560538884551108 2.166771616326087e-06 -1.6992154912477946e-06 -2.5554946322984694e-06 -3.11525890047984e-06 1.5861216720244776e-06 1.2527304379537714e-05 0.00098549857086619071 0.00014322549927377076 5.5508498586470151e-06
leaf_weight=67 59 25 25 37 26 136 36 29 33 35 53 290 405 200 36 111 38 95 245 25 51 190 31 59 28 150 155 68 162 26
leaf_count=67 59 25 25 37 26 136 36 29 33 35 53 290 405 200 36 111 38 95 245 25 51 190 31 59 28 150 155 68 162 26
internal_value=0.000281517 -0.00208333 0.000583461 0.000368047 -0.00286364 -0.000130841 -0.00509677 -0.00505263 -0.00420408 -0.00243478 0.000493461 0.000684739 0.000433763 0.00110988 -0.00031477 -0.00100746 -0.00313333 -0.002 6.53952e-05 0.000120968 -0.000996226 -0.000765676 0.00133884 -0.00253659 -0.000365217 0.000402235 0.00217422 0.000566038 0.00277586 0.0030989
internal_weight=2926 325 2601 2380 87 203 61 122 97 68 2293 1991 1705 890 815 525 169 133 356 485 254 302 231 112 229 178 286 105 221 181
internal_count=2926 325 2601 2380 87 203 61 122 97 68 2293 1991 1705 890 815 525 169 133 356 485 254 302 231 112 229 178 286 105 221 181
cat_boundaries=0 18 20 37 38 39 41 49 51 52 53
cat_threshold=131072 144 536870912 0 0 134217794 33554432 0 33554432 134217728 0 128 0 268435456 0 32 1073741952 256 0 14336 268435457 1 0 2048 65568 0 0 272637952 0 16 0 0 67108864 0 0 0 16 2 402 67200064 2 0 0 0 0 0 0 131072 131072 0 20484 1239360 41056
is_linear=0
shrinkage=0.04


Tree=275
num_leaves=31
num_cat=13
split_feature=11 17 12 12 9 6 2 0 2 2 6 2 6 2 1 9 2 0 5 1 12 11 2 2 1 6 2 0 2 12
split_gain=1.15727 0.593981 0.526517 0.490581 0.441723 0.549283 0.403393 0.36127 0.356786 0.356569 0.341245 0.338775 0.284382 0.334022 0.27675 0.349207 0.263347 0.241828 0.695773 0.26015 0.228323 0.409429 0.379514 0.456549 0.206627 0.192366 0.491493 0.430679 0.313806 0.1874
threshold=0 1 2 3 4 5 27.500000000000004 8.5000000000000018 20.500000000000004 13.500000000000002 6 5.5000000000000009 7 4.5000000000000009 2.5000000000000004 8 5.5000000000000009 40.675000000000004 2.5000000000000004 5.5000000000000009 9 10 38.500000000000007 71.500000000000014 4.5000000000000009 11 26.500000000000004 44.07500000000001 45.500000000000007 12
decision_type=9 9 9 9 9 9 10 10 8 10 9 10 9 8 10 9 8 8 8 8 9 9 8 10 10 9 10 10 10 9
left_child=6 2 17 10 5 8 9 -6 -5 -1 11 -3 29 -14 -12 -16 -15 18 -2 -20 25 22 -22 -24 -4 -18 -27 28 -28 -9
right_child=1 3 24 4 7 -7 -8 12 -10 -11 14 -13 13 16 15 -17 20 -19 19 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-2.2200909312237233e-05 7.7902691139793156e-05 -3.7760386364989078e-06 0.001812372608934929 -2.5362925256983923e-06 -1.1355781004831552e-05 -3.5420020160335522e-05 -0.00010251281117714916 0.001535171782696689 4.7992303896933209e-05 9.3966355385749095e-07 4.0247253017469121e-05 0.00030214561428846653 5.184090273292598e-06 -0.00015004627482705131 -2.3159350230884324e-07 -1.2474092825967615e-05 1.0841431701891224e-06 -3.4862426941963634e-05 -0.00023577551239035391 -0.00011162161849703978 2.3493839240917337e-06 9.8080961474104508e-06 -2.8075948278240584e-06 5.373014656040888e-07 -3.0505657419694926e-05 9.7562024544594769e-06 -0.00074604584236642019 5.402251803588845e-05 -1.2881661616570362e-05 2.6426098424914988e-05
leaf_weight=46 26 31 52 69 26 202 82 110 71 44 29 99 96 44 277 111 434 54 25 37 105 292 53 44 55 166 27 31 51 128
leaf_count=46 26 31 52 69 26 202 82 110 71 44 29 99 96 44 277 111 434 54 25 37 105 292 53 44 55 166 27 31 51 128
internal_value=6.44278e-05 0.000268505 -0.00155385 0.000456322 0.000753061 -0.000543909 -0.00301639 0.0010309 0.0013245 -0.00131868 -0.000594982 0.00113475 0.00111504 0.000865584 -0.00114953 -0.00146015 0.000695513 -0.00308497 -0.00458427 -0.00685714 0.000807309 0.00145743 3.75588e-05 -0.0017551 0.000576271 0.000327778 -0.00048951 -0.00258182 -0.0041519 0.00237751
internal_weight=2917 2745 249 2496 1949 342 172 1607 140 90 547 130 1581 1343 417 388 1247 142 88 62 1203 494 202 97 107 709 275 109 78 238
internal_count=2917 2745 249 2496 1949 342 172 1607 140 90 547 130 1581 1343 417 388 1247 142 88 62 1203 494 202 97 107 709 275 109 78 238
cat_boundaries=0 3 4 5 7 9 10 11 12 14 15 18 19 20
cat_threshold=67141635 589824 2048 48 98626 84944896 2 0 16388 152 210 18 0 2176 82018 16416 512 524288 268 32834
is_linear=0
shrinkage=0.04


Tree=276
num_leaves=31
num_cat=11
split_feature=7 8 12 2 8 7 12 2 2 2 4 7 0 2 0 8 2 7 2 2 2 6 0 2 2 2 0 11 3 2
split_gain=1.58286 0.732837 0.622953 0.745065 0.540697 0.520184 0.529009 0.472637 0.469772 0.583533 0.462067 0.448361 0.441557 0.715616 0.561632 0.45394 0.586411 0.4408 0.42479 0.417242 0.449391 0.298559 0.375836 0.317445 0.706086 0.349134 0.329748 0.291312 0.296917 0.222132
threshold=0 1 2 42.500000000000007 3 4 5 100.50000000000001 9.5000000000000018 77.500000000000014 5595120000.000001 6 40.250000000000007 136.50000000000003 44.07500000000001 7 16.500000000000004 8 14.500000000000002 15.500000000000002 39.500000000000007 9 42.250000000000007 18.500000000000004 14.500000000000002 49.500000000000007 30.500000000000004 10 1996.5000000000002 73.500000000000014
decision_type=9 9 9 8 9 9 9 8 8 10 8 9 10 8 10 9 10 9 8 10 10 9 10 8 10 8 10 9 10 10
left_child=2 -2 18 10 8 -6 11 -5 -3 -10 -4 19 15 14 -14 16 -8 -17 -1 -7 -21 22 -13 24 26 -25 -23 28 -19 -22
right_child=1 4 3 7 5 6 12 -9 9 -11 -12 21 13 -15 -16 17 -18 27 -20 20 29 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-2.4317669630397079e-05 4.5681219465914409e-06 -8.2415839674526961e-05 -7.2181705847846911e-06 -3.7793002334482165e-05 0.00017438930227470285 -1.9948340071122337e-05 -2.5590896404438664e-05 -0.00010075101201148059 4.6232592441042568e-05 -0.00013061596959924656 -2.0681515486345277e-05 -1.2728072360085328e-05 -0.00014367171495175779 0.00055293666887703099 -1.4735715497800302e-05 5.1527004279788751e-06 8.7168286036791197e-07 3.5135995891691904e-07 2.4516441435072568e-05 7.4267876485123449e-07 -4.1311143265860755e-06 -3.1266427287903568e-05 3.5372004240208993e-05 3.617054999647671e-06 -0.00011593318401561881 1.9009078063427606e-07 1.3751639603081789e-05 2.0795406050829122e-06 -5.524481437268823e-05 -8.0320201534760686e-07
leaf_weight=29 362 29 25 25 125 49 44 46 45 43 112 112 42 48 99 107 75 95 91 41 33 33 27 101 25 132 106 763 28 26
leaf_count=29 362 29 25 25 125 49 44 46 45 43 112 112 42 48 99 107 75 95 91 41 33 33 27 101 25 132 106 763 28 26
internal_value=0.000189106 0.000522876 -0.00238348 -0.0036895 0.000246539 0.000397738 0.000232349 -0.00716667 -0.00228125 -0.000988764 -0.00211594 -0.000660919 0.000704268 -0.00107368 -0.00250704 0.00101348 -0.00126154 0.00128685 1.36499e-10 -0.002525 -0.00118812 -0.000102376 -0.00162667 0.000460784 -0.000872727 0.0014188 0.000257143 0.000963211 -0.00080597 -0.0034
internal_weight=2918 2590 328 208 2228 2111 1986 71 117 88 137 685 1301 189 141 1112 119 993 120 149 100 536 139 397 164 233 139 886 123 59
internal_count=2918 2590 328 208 2228 2111 1986 71 117 88 137 685 1301 189 141 1112 119 993 120 149 100 536 139 397 164 233 139 886 123 59
cat_boundaries=0 18 41 43 64 82 84 101 128 145 146 148
cat_threshold=131072 268435472 536870912 2097664 2 8256 33554432 268435456 0 8192 8192 128 0 0 67108864 32 1073741824 128 16 2052 0 0 2147549184 1 0 2147483648 1 32768 0 133124 0 1048576 0 0 0 0 0 8192 0 0 4194304 8288 32 1073741824 8 4 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 0 2147483648 1 1 0 2048 524320 0 0 8192 0 0 0 0 0 0 0 0 0 256 85065824 32 0 0 67108864 0 0 0 0 131072 0 0 0 0 0 0 0 0 4112 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 384 0 0 0 0 0 64 2 0 67108864 4 0 0 0 0 0 32 0 0 0 0 0 0 16 384 49152 2147484672
is_linear=0
shrinkage=0.04


Tree=277
num_leaves=31
num_cat=9
split_feature=8 8 10 12 3 5 2 8 5 0 2 12 2 2 0 0 2 2 0 2 0 2 0 3 11 9 3 2 12 2
split_gain=1.27556 0.559264 0.45637 0.604487 0.414232 0.404478 0.394814 0.366734 0.376701 0.33842 0.385795 0.309919 0.306516 0.293692 0.286536 0.402969 0.245095 0.34221 0.234673 0.213253 0.201382 0.19495 0.619667 0.512509 0.618854 0.419464 0.50808 0.38074 0.37034 0.295662
threshold=0 1 2 3 2020.5000000000002 2.5000000000000004 6.5000000000000009 4 1.5000000000000002 12.250000000000002 22.500000000000004 5 69.500000000000014 9.5000000000000018 42.710000000000008 38.57500000000001 182.50000000000003 114.50000000000001 42.250000000000007 59.500000000000007 37.750000000000007 25.500000000000004 48.175000000000004 2011.5000000000002 6 7 2013.5000000000002 2.5000000000000004 8 59.500000000000007
decision_type=9 9 9 9 10 10 10 9 8 8 10 9 10 8 10 10 10 10 10 10 10 8 10 8 9 9 8 10 9 10
left_child=5 13 -3 -4 9 6 14 20 -9 10 -5 -10 18 -2 15 -1 17 21 -13 -12 -8 22 25 29 -25 26 -11 -28 -26 -23
right_child=1 2 3 4 -6 -7 7 8 11 16 19 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 24 28 -27 27 -29 -30 -31
leaf_value=-5.8985435207403778e-06 0.0008134863256467745 0.0002369300588108087 1.824660403230236e-06 -2.1455688688690996e-05 0.00065201236374165322 -4.720452935427289e-05 -2.180110782946704e-07 7.9471447282133124e-05 7.1297161426286952e-07 0.0017308805801476124 3.8432582819834144e-06 -1.625115450733021e-05 -5.4205024827062647e-05 0.00033608014515410927 9.6397298203450274e-06 -0.00011134561293475927 1.0867876778445551e-05 -1.464898259693421e-05 0.00024122628449692874 -3.3771867000833298e-07 -1.0351729307437851e-05 -0.00015966822239109584 -9.391795495493915e-06 7.2601388411417373e-06 -2.3394761952162038e-06 3.3575573042374801e-06 -5.6362357252128793e-05 -2.2866282045788268e-06 1.7570713219072077e-07 8.5576963258212979e-06
leaf_weight=44 40 162 291 37 40 32 44 35 106 46 43 94 55 117 31 52 97 55 42 27 75 63 30 128 236 515 28 189 185 30
leaf_count=44 40 162 291 37 40 32 44 35 106 46 43 94 55 117 31 52 97 55 42 27 75 63 30 128 236 515 28 189 185 30
internal_value=0.000133333 0.000555274 0.00038319 0.00021453 -7.04544e-05 -0.00148148 -0.00125734 -0.000699115 2.33238e-05 -0.000166082 -0.00233333 -0.000442953 -0.00136634 0.00278571 -0.00321875 -0.00428866 -1.99624e-05 -0.000146082 -0.000408759 -0.00056338 -0.00249231 -2.7567e-05 0.000385661 -0.000547434 -7.99998e-05 0.000605905 -0.000686131 -0.00152294 -0.000824074 -0.0032766
internal_weight=2969 2359 2202 2040 1749 610 578 451 332 1709 107 297 191 157 127 96 1602 1505 136 70 119 1450 808 642 549 778 263 217 421 93
internal_count=2969 2359 2202 2040 1749 610 578 451 332 1709 107 297 191 157 127 96 1602 1505 136 70 119 1450 808 642 549 778 263 217 421 93
cat_boundaries=0 30 60 61 62 91 93 94 96 98
cat_threshold=1342177280 1048588 0 0 1073741824 0 0 0 0 0 0 0 8256 512 0 0 0 0 33558528 0 2147483776 0 0 8 0 49152 64 0 524288 4096 0 0 0 134217728 0 0 0 0 1 32768 0 2052 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 8192 33 25600 268435456 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 16384 0 0 524288 65824 32 4 0 20612 2402 32
is_linear=0
shrinkage=0.04


Tree=278
num_leaves=31
num_cat=8
split_feature=7 8 7 4 1 0 3 1 3 8 9 2 1 2 1 2 7 2 17 2 2 1 2 2 5 5 9 4 3 3
split_gain=2.08726 0.904156 0.755563 0.491181 0.735686 0.783625 0.394433 0.392622 0.458586 0.379293 0.312971 0.978391 0.555588 0.411353 0.540032 0.640444 0.394999 0.386002 0.246328 0.391484 0.316241 0.287377 0.286616 0.487616 0.240045 0.222244 0.205115 0.407243 0.281087 0.249764
threshold=0 1 2 2331015000.0000005 3.5000000000000004 33.175000000000004 2020.5000000000002 4.5000000000000009 2014.5000000000002 3 4 80.500000000000014 5.5000000000000009 21.500000000000004 4.5000000000000009 13.500000000000002 5 352.00000000000006 6 53.500000000000007 38.500000000000007 2.5000000000000004 18.500000000000004 9.5000000000000018 1.0000000180025095e-35 2.5000000000000004 7 481.00000000000006 1998.5000000000002 2015.5000000000002
decision_type=9 9 9 8 10 10 10 10 10 9 9 10 10 10 10 8 9 10 9 10 8 8 10 10 10 8 9 10 8 10
left_child=3 7 -3 -1 -5 -6 9 -2 -9 24 11 12 13 14 -11 -16 -12 -13 19 20 22 -20 23 -18 -4 -7 27 28 -23 -28
right_child=1 2 6 4 5 25 -8 8 -10 10 16 17 -14 -15 15 -17 18 -19 21 -21 -22 26 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00011401165547699463 -0.00051132201177945191 0.00036557399331755582 0.0025348378423546486 0.00079207908307186038 -5.6480803949367393e-05 4.2292101625750493e-06 6.3413974912610951e-05 -5.2746653733023028e-06 -5.0397443539795094e-05 0.00033781031112631115 0.00017371227110676854 -6.6918622755647898e-05 -0.00010592294341260956 1.8598615971714719e-05 1.5794044513016323e-06 -3.656051466774717e-05 -1.3762558838893565e-05 -2.4465124068561204e-06 -1.1610885878960733e-05 -1.6198247030765452e-05 0.00011104642098428108 -6.3920950474733598e-05 -0.00013609435756800991 0.00015279737135754303 0.00088863959962173431 -8.653090521696101e-06 5.3622527434458676e-06 -0.00013771593801115435 3.331839197912022e-07 -0.00013804422759234819
leaf_weight=32 31 203 75 47 39 25 48 189 27 53 109 46 44 100 111 59 42 30 33 36 25 33 70 51 27 85 291 28 933 25
leaf_count=32 31 203 75 47 39 25 48 189 27 53 109 46 44 100 111 59 42 30 33 36 25 33 70 51 27 85 291 28 933 25
internal_value=3.66352e-05 0.000350183 0.000583166 -0.00354812 -0.00292386 -0.00429333 0.000366667 -0.00190698 -0.00136406 0.000289829 0.000167136 -0.00076652 7.60871e-05 0.000654321 -0.000303571 -0.00140351 0.000417309 -0.00488312 0.000245881 -0.000953191 -0.000253968 0.000451994 -0.000902439 0.000553192 0.00254867 -0.00252252 0.000549199 0.000254727 0.000397105 0.00141896
internal_weight=2947 2719 2472 228 196 149 2269 247 216 2221 2119 443 367 323 223 170 1676 76 1567 224 188 1343 163 93 102 110 1310 994 966 316
internal_count=2947 2719 2472 228 196 149 2269 247 216 2221 2119 443 367 323 223 170 1676 76 1567 224 188 1343 163 93 102 110 1310 994 966 316
cat_boundaries=0 18 45 63 89 91 102 103 105
cat_threshold=131072 268435456 0 2097152 0 8256 33554432 268435456 0 134225920 0 384 268435456 0 0 32 0 128 1073741824 8 0 0 0 1 0 2147483648 1 32768 0 2048 8192 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 268435456 1 0 0 0 0 0 4202496 33554432 32 0 0 16 0 0 0 1073741840 33024 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 10240 0 0 0 0 0 268435456 256 12292 0 0 0 0 2 0 0 536870912 2048 0 32 10 0 2064
is_linear=0
shrinkage=0.04


Tree=279
num_leaves=31
num_cat=10
split_feature=7 12 8 0 7 12 12 0 2 2 0 12 4 2 0 7 2 6 13 0 2 2 2 2 2 2 2 2 2 2
split_gain=1.96481 2.09016 1.01337 1.17803 0.928669 0.758076 0.655498 0.808503 0.956055 0.815853 0.455588 0.38606 0.36975 0.507563 0.364883 0.359957 0.439997 0.334486 0.322103 0.297258 0.280499 0.280498 0.617013 0.372011 0.27297 0.561105 0.257609 0.451082 0.248017 0.195505
threshold=0 1 2 47.250000000000007 3 4 5 12.250000000000002 21.500000000000004 1.0000000180025095e-35 39.07500000000001 6 4850.0000000000009 17.500000000000004 39.07500000000001 7 19.500000000000004 8 9 39.07500000000001 30.500000000000004 29.500000000000004 54.500000000000007 79.500000000000014 122.50000000000001 33.500000000000007 8.5000000000000018 19.500000000000004 15.500000000000002 36.500000000000007
decision_type=9 9 9 10 9 9 9 8 8 10 10 9 10 10 10 9 10 9 9 10 8 10 10 10 8 10 8 10 8 10
left_child=1 19 3 5 -4 14 -6 8 -8 10 -9 12 13 -11 -2 16 -3 -13 21 -1 -21 -19 -23 -24 25 -17 -7 -28 -16 -20
right_child=2 15 4 -5 6 26 7 9 -10 11 -12 17 -14 -15 28 24 -18 18 29 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.0318867630515502e-05 -0.00017822542323950552 -5.1324459963680356e-05 6.1927263196396567e-06 -8.7838022743303424e-05 7.9564526771408111e-07 -2.6253271681810638e-05 -4.018456483691752e-05 -2.000040618400616e-05 -6.6216454210962391e-08 -4.9199180497796344e-06 -0.00025539664155650374 2.4585414702983494e-05 -0.00034671454517318733 3.3590566387753233e-06 -1.0118766351478287e-06 -1.7221849502616461e-05 0.00012705990907418082 1.8302555197904981e-06 5.981753514665684e-07 -7.3107493935785166e-05 -9.096774646560555e-06 -0.0005269191902046586 1.9314669601265519e-05 -3.0344889305108296e-05 -1.5496987480043318e-05 3.0492227683908872e-05 0.00014510922384250441 -1.3768020529022417e-05 -2.3573207470330201e-05 9.327465623252596e-07
leaf_weight=30 31 80 425 25 405 38 28 44 50 182 51 353 25 178 40 63 45 92 201 35 36 54 26 38 28 34 62 78 48 100
leaf_count=30 31 80 425 25 405 38 28 44 50 182 51 353 25 178 40 63 45 92 201 35 36 54 26 38 28 34 62 78 48 100
internal_value=-0.000102529 -0.00286188 0.00028472 -0.00177778 0.000586832 -0.00111409 0.000189336 -0.000217725 -0.0041519 1.18961e-05 -0.00354167 0.0002848 -0.000757576 -0.000443213 -0.00341538 -0.000766283 0.000735294 0.000749714 8.42913e-05 -0.00746429 -0.00661111 -0.00108597 -0.00242017 0.000246154 -0.00220588 -0.00134694 0.000592593 0.00141844 -0.00233708 0.000910257
internal_weight=2925 351 2574 322 2252 297 1827 1422 78 1344 95 1249 385 360 119 250 125 864 511 101 71 210 118 64 125 97 178 140 88 301
internal_count=2925 351 2574 322 2252 297 1827 1422 78 1344 95 1249 385 360 119 250 125 864 511 101 71 210 118 64 125 97 178 140 88 301
cat_boundaries=0 18 20 50 67 68 70 72 89 90 91
cat_threshold=131072 268435472 1073741824 2099712 524288 134225920 0 805306368 33554432 134217728 0 384 0 0 67108864 0 1073741824 128 98592 2 1073741824 2056 0 0 2147483648 1 0 0 0 32768 0 2048 10240 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 16384 64 0 524288 4096 268435457 1 536870912 0 34 2 0 8192 67584 48 0 64 0 0 0 0 4096 16867586 17664 32 32864 2 0 0 1073741824 2048 0 0 0 268435456 33554432 0 0 128 0 0 0 0 1073741824 338 12
is_linear=0
shrinkage=0.04


Tree=280
num_leaves=31
num_cat=12
split_feature=8 0 11 12 0 0 1 9 12 6 12 2 1 9 0 2 0 4 9 6 15 2 2 2 0 2 11 4 2 0
split_gain=1.56729 0.710826 0.702052 0.716633 1.09447 0.862265 0.864507 0.404749 0.480563 0.597786 0.46503 0.587381 0.41477 0.456019 0.365129 0.357645 0.305946 0.299158 0.332216 0.435504 0.293755 0.381501 0.29123 0.28906 0.287153 0.265506 0.232118 0.231748 0.290356 0.209074
threshold=0 22.250000000000004 1 2 47.250000000000007 39.07500000000001 2.5000000000000004 3 4 5 6 3.5000000000000004 5.5000000000000009 7 28.500000000000004 13.500000000000002 32.500000000000007 8400.0000000000018 8 9 10 23.500000000000004 8.5000000000000018 53.500000000000007 31.500000000000004 15.500000000000002 11 7250450000.000001 30.500000000000004 40.250000000000007
decision_type=9 10 9 9 10 10 10 9 9 9 9 10 8 9 10 8 10 10 9 9 9 8 10 8 10 10 9 10 8 10
left_child=1 -1 27 -4 5 16 -7 10 9 12 14 -12 13 -9 -2 22 -5 18 19 29 -20 -22 -8 -23 -13 -17 -11 28 -3 -10
right_child=7 2 3 4 -6 6 15 8 17 26 11 24 -14 -15 -16 25 -18 -19 20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022775863827290105 -8.4985952096063746e-05 0.00013335182205004853 2.2292114263092529e-06 -0.00010342401123870005 -3.208225097186026e-05 -9.9188473571477971e-05 -4.495563332611043e-06 -3.5454825199948199e-05 4.9150558537052989e-05 4.0886130261823456e-07 -0.00010772118275146735 -3.7923642993907659e-05 0.00014662767875586185 4.9785772912767925e-06 1.907717601407177e-05 9.2328084076325614e-05 -0.00016106412994283442 0.0010371080774652164 5.7840212277030914e-07 -1.8499222122271223e-07 -0.00036802073012025526 1.6045575596697018e-05 -2.5836896979719387e-05 -1.8576373690385692e-06 -6.2872923231573774e-07 -4.9148041835881394e-06 7.9093339293304322e-06 0.0015924492814444271 -8.4541329712150705e-06 1.7840056739825838e-06
leaf_weight=32 25 32 119 35 28 33 40 114 166 248 27 26 59 103 187 25 42 30 139 407 55 26 31 33 133 112 520 28 52 56
leaf_count=32 25 32 119 35 28 33 40 114 166 248 27 26 59 103 187 25 42 30 139 407 55 26 31 33 133 112 520 28 52 56
internal_value=-2.29418e-05 -0.0018129 -0.00216609 -0.00281513 -0.0037423 -0.00315987 -0.00196694 0.000446512 0.000683274 0.00126635 -0.000704156 -0.00211167 -0.000334495 -0.00115596 0.000573991 -0.000995215 -0.00682051 8.66754e-06 -0.00012684 0.00036875 -0.00131818 -0.002752 -0.00327778 -0.000733333 -0.001275 0.000202899 0.00183825 0.000715447 -0.000282353 0.00175107
internal_weight=2963 609 577 465 346 318 241 2354 1956 1044 398 186 276 217 212 208 77 912 882 629 253 114 71 59 159 137 768 112 84 222
internal_count=2963 609 577 465 346 318 241 2354 1956 1044 398 186 276 217 212 208 77 912 882 629 253 114 71 59 159 137 768 112 84 222
cat_boundaries=0 30 33 35 37 38 39 41 43 45 46 47 48
cat_threshold=0 8 4 0 3221225472 1 0 2147483648 0 32768 0 133120 2048 512 0 4096 0 0 33558528 0 2147483648 0 0 8 0 16384 0 0 0 4096 16384 0 524288 1180736 32 256 4100 159042 132 1247234 32 0 2048 1073741824 10240 404 67108864 32
is_linear=0
shrinkage=0.04


Tree=281
num_leaves=31
num_cat=16
split_feature=8 12 7 12 7 4 8 4 9 17 1 12 4 18 8 12 6 3 1 6 1 3 15 6 3 1 1 1 1 3
split_gain=2.35998 1.63287 0.976676 0.714227 0.599099 0.581888 0.511666 0.475696 0.348632 0.696405 0.629617 0.471488 0.42968 0.383889 0.336433 0.509539 0.324427 0.48709 0.310856 0.452422 0.447428 0.541522 0.27903 0.288356 0.246439 0.224043 0.206829 0.170861 0.164485 0.21807
threshold=0 1 2 3 4 1950.0000000000002 5 16000.000000000002 6 7 4.5000000000000009 8 133.00000000000003 9 10 11 12 2004.5000000000002 5.5000000000000009 13 4.5000000000000009 2007.5000000000002 14 15 2002.5000000000002 5.5000000000000009 5.5000000000000009 5.5000000000000009 5.5000000000000009 2017.5000000000002
decision_type=9 9 9 9 9 10 9 10 9 9 10 9 10 9 9 9 9 8 10 9 10 10 9 9 10 10 8 8 8 8
left_child=1 5 14 4 -4 24 -5 18 9 10 -8 16 26 -10 15 -2 25 -18 19 -6 -21 -22 23 -15 -1 -11 -13 -19 29 -3
right_child=2 28 3 6 7 -7 8 -9 13 11 -12 12 -14 22 -16 -17 17 27 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.7224977245944165e-05 2.1767194379133823e-06 -1.7226102147234492e-05 1.3590060106839351e-06 7.2295665269523498e-06 -2.6061022603723653e-09 7.1737403779159272e-05 -1.9921387593631091e-06 -0.00013962748729559352 0.0028184284743359776 5.2311998001485735e-07 -0.00019805181640987653 1.5562893776560507e-06 -6.2372120480716107e-05 1.2458338121281809e-08 1.2420166342211767e-05 -1.6842386938129784e-07 -0.00013026724743596223 -6.1248239984460308e-07 1.1422944245022063e-05 -6.1672861096168953e-05 -1.0014636261897919e-05 1.3897843448069916e-05 -4.6978673195808682e-06 0.00072664332646309897 -0.00012821607966804834 -4.0794601284206737e-06 2.0515678589554603e-05 -4.647599532116541e-05 -3.6661098675373381e-05 1.4208772610658951e-05
leaf_weight=174 128 26 101 252 129 25 55 34 66 208 53 197 36 119 278 118 25 152 48 39 111 29 131 120 41 37 66 37 33 100
leaf_count=174 128 26 101 252 129 25 55 34 66 208 53 197 36 119 278 118 25 152 48 39 111 29 131 120 41 37 66 37 33 100
internal_value=7.81409e-05 -0.00274146 0.000525582 0.000126459 -0.00118725 -0.00478088 0.000546965 -0.00189526 0.000219345 -0.000246294 -0.00309244 0.000197659 0.00140645 0.00112752 0.0020486 0.000871595 -0.000604255 -0.00170667 -0.0015014 -0.00196764 -0.00317895 -0.0022695 0.0006469 0.001424 -0.00564815 0.000390625 0.00201515 -0.00107368 0.000447059 0.00113386
internal_weight=2968 399 2569 2045 491 240 1554 390 1302 866 108 758 299 436 524 246 459 214 356 308 179 140 370 239 215 245 263 189 159 126
internal_count=2968 399 2569 2045 491 240 1554 390 1302 866 108 758 299 436 524 246 459 214 356 308 179 140 370 239 215 245 263 189 159 126
cat_boundaries=0 30 32 43 45 56 79 81 82 83 84 107 109 110 111 112 113
cat_threshold=1073741824 1050624 4 0 0 1 0 0 1 0 0 33556480 10304 0 0 0 0 0 33558528 0 2147483648 0 0 0 0 16384 64 0 524416 4096 16885762 32 268435457 1 67371008 2048 2 0 33554432 139264 2048 0 32800 67117152 2 0 0 0 0 0 0 131072 0 65536 0 8192 0 8 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 10240 128 0 4194304 1 14352 52 17909762 4 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 17909760 32 282 86 67108864 14
is_linear=0
shrinkage=0.04


Tree=282
num_leaves=31
num_cat=12
split_feature=8 7 2 2 0 4 0 2 12 2 6 2 7 9 0 2 4 3 2 12 9 4 9 0 12 17 13 3 2 2
split_gain=1.70254 0.850093 0.590276 0.573707 0.59406 0.53967 0.73675 0.420578 0.502244 0.497696 0.419696 0.408639 0.394516 0.415798 0.407497 0.394213 0.325999 0.312399 0.295291 0.276201 0.294689 0.292399 0.417535 0.421441 0.366123 0.234711 0.254943 0.481267 0.346546 0.233897
threshold=0 1 43.500000000000007 1.0000000180025095e-35 42.250000000000007 11633120000.000002 44.07500000000001 141.50000000000003 2 28.500000000000004 3 22.500000000000004 4 5 39.07500000000001 11.500000000000002 5965.0000000000009 1962.0000000000002 27.500000000000004 6 7 5965.0000000000009 8 10.500000000000002 9 10 11 2001.5000000000002 26.500000000000004 4.5000000000000009
decision_type=9 9 10 8 8 8 10 10 9 10 9 8 9 9 10 8 10 10 8 9 9 8 9 10 9 9 9 10 10 10
left_child=5 2 11 -3 12 -1 7 8 9 15 18 -2 -5 14 -14 -7 -12 -16 -6 21 25 -15 23 -23 -25 -21 27 28 -27 -10
right_child=1 3 -4 4 10 6 -8 -9 29 -11 16 -13 13 19 17 -17 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.0752776003454079e-05 -1.3527084532963716e-05 -2.5309253788443082e-05 -2.3211119471352172e-05 0.00025708847723831976 -0.0002097361240882068 -9.8840345782668824e-05 9.3124425019849645e-06 9.7550600351248772e-06 7.8287706224247293e-06 -4.1396916976989261e-06 1.2034653910072478e-05 2.5634956519521797e-05 -0.00012479070511492335 8.3380661842882665e-06 -6.7909873231296263e-05 -0.00011999971893487756 -0.00013505236817629008 0.0021383476552897032 -1.0853248846916439e-05 -2.8511452834015078e-06 0.00017078833517971079 -1.9359923164254497e-06 -3.4395597980926472e-05 3.7275970513112025e-06 -2.3203979937191694e-07 3.3458957534127881e-06 2.4301838275909566e-06 -3.4581229510150278e-05 -1.1907240541710105e-09 -1.2761827180185942e-05
leaf_weight=75 27 26 41 226 59 29 41 34 27 38 167 57 48 52 39 34 33 39 59 111 196 46 126 223 153 174 398 59 151 118
leaf_count=75 27 26 41 226 59 29 41 34 27 38 167 57 48 52 39 34 33 39 59 111 196 46 126 223 153 174 398 59 151 118
internal_value=0.000200895 0.000587069 -0.0025 0.000759599 0.000828814 -0.00220147 -0.00296894 -0.00370107 -0.0042753 -0.00639286 -0.000777429 -0.000752941 0.00107933 0.000865279 -0.00128467 -0.0091875 0.000379147 0.000405063 -0.00254264 0.00103294 0.00141455 0.000327332 5.82879e-05 0.000665127 0.00112467 0.00107522 0.00132156 0.000546836 0.00116564 -0.00217949
internal_weight=2906 2510 125 2385 2359 396 321 280 246 101 318 84 2041 1815 126 63 200 78 118 1689 1089 600 548 422 376 893 782 384 325 145
internal_count=2906 2510 125 2385 2359 396 321 280 246 101 318 84 2041 1815 126 63 200 78 118 1689 1089 600 548 422 376 893 782 384 325 145
cat_boundaries=0 29 41 42 43 60 62 64 66 68 70 71 72
cat_threshold=1342177280 0 4 0 0 0 0 0 1 0 0 33687552 2048 512 0 0 0 0 4096 0 2147483648 0 0 0 0 16384 0 0 524416 131072 0 0 0 0 134217794 0 268435456 0 0 0 384 75810 86 2 1 0 8192 0 0 0 8192 2048 0 32 0 0 0 0 0 4112 0 4 85032992 2 0 30720 1 18560 1114144 2 50 2
is_linear=0
shrinkage=0.04


Tree=283
num_leaves=31
num_cat=9
split_feature=8 12 7 8 9 2 6 2 12 2 2 2 2 12 2 2 2 2 1 2 2 13 2 1 2 2 2 2 2 2
split_gain=1.76677 0.88373 0.710549 0.714654 0.60412 0.720332 0.75002 0.575858 0.52102 0.42752 0.389235 0.775967 0.610368 0.368648 0.312325 0.821833 0.332687 0.416798 0.355472 0.300305 0.299093 0.404782 0.281899 0.228975 0.410598 0.352741 0.350328 0.211472 0.257839 0.208761
threshold=0 1 2 3 4 187.50000000000003 5 80.500000000000014 6 59.500000000000007 131.00000000000003 61.500000000000007 11.500000000000002 7 4.5000000000000009 9.5000000000000018 19.500000000000004 34.500000000000007 5.5000000000000009 59.500000000000007 9.5000000000000018 8 24.500000000000004 4.5000000000000009 23.500000000000004 14.500000000000002 5.5000000000000009 29.500000000000004 18.500000000000004 1.5000000000000002
decision_type=9 9 9 9 9 10 9 10 9 10 10 10 8 9 8 8 8 10 8 8 10 9 10 10 8 10 10 10 10 10
left_child=1 9 -2 -4 5 6 13 8 19 -1 11 12 -3 14 -5 -16 -17 18 -18 22 -15 -22 -8 29 25 26 -25 28 -14 -10
right_child=2 10 3 4 -6 -7 7 -9 23 -11 -12 -13 27 20 15 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.1606796560298398e-06 -1.2621930264977473e-05 -8.4328197817088308e-05 4.1561177820173094e-06 1.5381581064203176e-05 2.0294283285379406e-05 0.0012574241922376059 5.2064882779256306e-06 -8.7718036931576303e-05 -2.0232855021349013e-06 -7.1803788990763453e-06 -5.4695758962922024e-07 -5.0308927939919308e-05 4.1231252852530011e-07 7.1899821549257156e-06 -9.9711084194879307e-05 3.3553299260972498e-06 -3.5889512179346137e-05 5.9628002515194445e-07 2.4349222307711275e-06 0.00024046086276752207 -1.1142243786497066e-07 3.060605529525592e-06 -1.8509941495236396e-05 -0.00028517719830607578 6.6638043747298638e-05 -0.00037863182954420171 3.4779764303069256e-06 7.910221801657558e-05 -0.00016604894411981815 -0.00010762407113853634
leaf_weight=180 251 73 389 55 376 93 102 29 27 47 38 26 36 143 28 58 72 174 51 36 204 147 32 36 74 29 54 30 29 29
leaf_count=180 251 73 389 55 376 93 102 29 27 47 38 26 36 143 28 58 72 174 51 36 204 147 32 36 74 29 54 30 29 29
internal_value=0.000200746 -0.00205106 0.0006224 0.000850156 0.000513979 0.000142857 -8.68934e-05 -0.00141176 -0.00105714 -0.000218487 -0.00375309 -0.0046359 -0.00359763 0.000559915 -0.000285078 -0.000697917 -0.000168539 -0.000711409 -0.00248387 0.000662984 0.00129901 0.000693182 -0.000177778 -0.00216923 -0.00158763 -0.00303333 -0.00175824 -0.00145833 -0.00272727 -0.00449123
internal_weight=2948 459 2489 2238 1849 1473 1380 448 419 227 232 194 168 932 438 383 355 297 123 170 494 351 134 249 193 119 90 95 65 56
internal_count=2948 459 2489 2238 1849 1473 1380 448 419 227 232 194 168 932 438 383 355 297 123 170 494 351 134 249 193 119 90 95 65 56
cat_boundaries=0 30 32 50 76 78 79 80 82 83
cat_threshold=1073741824 12 4 0 3221225472 1 0 0 1 0 0 0 10304 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 16384 64 0 524288 4096 1248544 32 131072 0 0 0 0 134225922 0 805306368 0 32 8192 384 0 0 0 0 1073741952 128 268435456 0 0 0 0 0 0 2147483648 0 32768 0 4 0 1048576 0 0 0 0 0 10240 384 0 4194304 0 0 268435456 1 26756 270 196610 68198720 32 10
is_linear=0
shrinkage=0.04


Tree=284
num_leaves=31
num_cat=9
split_feature=7 12 7 2 2 12 2 1 1 5 2 13 2 6 2 3 3 2 7 5 9 2 2 2 15 2 2 2 2 5
split_gain=1.57824 1.25339 0.939767 0.653341 0.774019 0.547471 0.419022 0.405905 0.338681 0.372624 0.318713 0.288777 0.510341 0.400492 0.273021 0.250383 0.246173 0.430303 0.242912 0.237221 0.263181 0.326207 0.484518 0.257184 0.222643 0.369874 0.320523 0.710305 0.237044 0.212471
threshold=0 1 2 9.5000000000000018 11.500000000000002 3 86.500000000000014 5.5000000000000009 3.5000000000000004 4.5000000000000009 81.500000000000014 4 4.5000000000000009 5 41.500000000000007 1998.5000000000002 2008.5000000000002 24.500000000000004 6 1.5000000000000002 7 24.500000000000004 10.500000000000002 16.500000000000004 8 22.500000000000004 34.500000000000007 44.500000000000007 5.5000000000000009 1.0000000180025095e-35
decision_type=9 9 9 8 10 9 10 10 10 8 8 9 10 9 10 10 10 10 9 8 9 10 10 10 9 8 8 10 10 10
left_child=1 -1 -2 -3 -5 6 11 -6 -8 -10 14 12 29 -13 18 -11 24 -18 -7 -14 -21 22 -22 -24 26 28 -15 -28 -26 -4
right_child=2 3 5 4 7 10 8 -9 9 15 -12 13 19 16 -16 -17 17 -19 -20 20 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=2.0039765848027112e-05 4.9587386979513461e-05 -8.4227213943881208e-06 6.7626803947685438e-06 -0.00014173461178034174 -2.0885882331383873e-05 2.30628931494486e-06 -7.3481088610594621e-05 -0.00013967624523391606 -0.00014920493748115052 2.0781696473243856e-06 7.9338062171289779e-06 6.619206954672624e-05 9.3262305580261571e-06 1.400962455850582e-05 -1.6236748662352041e-07 -2.0853824306376648e-05 -0.00026723132849584651 1.0458961805903381e-05 3.9756103195567827e-07 -2.517571897982484e-07 -8.521773154291127e-05 4.5118974602048435e-06 -1.5942989437317479e-05 -5.2100034852135059e-05 0.00012464692825534589 5.5570529319106792e-06 -4.3953411876968618e-05 2.725250175320603e-06 -2.6914723958367322e-05 -5.8733894672702786e-05
leaf_weight=107 223 62 107 35 116 111 45 25 25 113 212 162 49 142 119 48 41 32 372 301 47 41 26 30 27 176 29 49 76 30
leaf_count=107 223 62 107 35 116 111 45 25 25 113 212 162 49 142 119 48 41 32 372 301 47 41 26 30 27 176 29 49 76 30
internal_value=0.000198725 -0.00230337 0.000534039 -0.00388755 -0.00528814 0.000297398 -0.000134412 -0.00391549 -0.0017069 -0.000941176 0.00113455 0.000131772 -0.000492212 0.000665772 0.000676617 -0.000222222 0.000150944 -0.002 0.00109917 -0.00109899 -0.00139013 -0.00273548 -0.00411538 -0.00659649 0.000472 -0.000289655 0.00138528 -0.000607595 -0.00219231 0.00165217
internal_weight=2978 345 2633 238 176 2410 1596 141 231 186 814 1365 631 734 602 161 572 73 483 494 445 144 103 56 499 279 220 78 103 137
internal_count=2978 345 2633 238 176 2410 1596 141 231 186 814 1365 631 734 602 161 572 73 483 494 445 144 103 56 499 279 220 78 103 137
cat_boundaries=0 18 20 38 40 41 42 51 53 54
cat_threshold=2 128 0 0 0 134225922 0 0 33554432 402661408 0 256 268435456 0 67108864 32 1073741824 384 49216 32 1 1 571473920 524800 65568 0 33554432 8192 0 0 0 0 67108880 0 0 0 0 512 106594 32 2 18 0 0 0 0 0 0 131072 0 65536 0 2208 69206016
is_linear=0
shrinkage=0.04


Tree=285
num_leaves=31
num_cat=7
split_feature=7 9 0 7 3 9 2 2 2 2 4 6 2 2 0 2 0 2 4 1 0 6 0 2 3 2 7 0 2 3
split_gain=1.11748 1.17382 0.694907 0.78964 0.642094 0.546592 0.549276 0.454386 0.424917 0.453593 0.38935 0.361566 0.651673 0.782884 0.390385 0.479547 0.333473 0.368744 0.590591 0.503534 0.363806 0.321179 0.273173 0.273086 0.215339 0.208305 0.207157 0.3177 0.165689 0.318813
threshold=0 1 40.250000000000007 2 2007.5000000000002 3 9.5000000000000018 50.500000000000007 16.500000000000004 39.500000000000007 10087555000.000002 4 32.500000000000007 26.500000000000004 21.500000000000004 5.5000000000000009 54.500000000000007 19.500000000000004 6670500000.000001 3.5000000000000004 44.07500000000001 5 36.400000000000006 103.50000000000001 2014.5000000000002 69.500000000000014 6 40.250000000000007 12.500000000000002 2004.5000000000002
decision_type=9 9 8 9 10 9 10 10 10 10 8 9 10 10 10 8 10 8 8 10 10 9 8 10 10 10 9 10 10 10
left_child=5 21 3 8 16 6 -1 -8 -3 -10 -5 28 13 14 -13 -16 17 20 -19 -20 -4 23 -23 -2 26 -11 27 -7 -12 -30
right_child=1 2 4 10 -6 24 7 -9 9 25 11 12 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-6.2165419271917381e-05 4.8543317598977729e-05 -4.9861501096597439e-05 0.00016784003408459123 6.4726035847326911e-06 -4.4386102877434963e-05 1.7419195710486954e-06 2.3142167552233874e-05 -8.5450226195046871e-06 8.0008538212326418e-06 -4.0728317805478625e-06 0.00068912093823787106 7.8309788541186556e-07 5.4751362586219773e-07 -1.2780039467735335e-05 -0.00015390118938344435 -1.4288941560315454e-05 4.5512962862925002e-06 -0.00035304869323896272 -6.3543712851073334e-05 -2.8121282631160014e-06 -2.6542135160233985e-05 -4.424993590050317e-06 4.0212902494062324e-06 -8.8230478909718617e-08 -1.9158530023135006e-05 -2.187075759837448e-06 3.1678414646925075e-06 -8.298713805501574e-05 -2.0354389312182967e-05 0.00043656886957097672
leaf_weight=34 152 50 25 138 25 213 84 39 28 27 184 122 289 49 61 212 26 28 49 115 62 36 146 25 51 30 466 37 112 52
leaf_count=34 152 50 25 138 25 213 84 39 28 27 184 122 289 49 61 212 26 28 49 115 62 36 146 25 51 30 466 37 112 52
internal_value=0.000198113 -0.000325219 -0.000769321 -0.000371956 -0.00241692 0.00134332 -0.000785714 0.000419355 -0.00315068 -0.00162791 -3.57722e-05 -0.000292052 -0.000790322 -0.0017618 -0.00116162 -0.002 -0.00189542 -0.0023 -0.00327461 -0.00232727 -0.000136363 0.00171892 0.000455959 0.00291489 0.00178406 -0.00365517 0.00198605 0.00091954 0.00075766 -0.000145454
internal_weight=2967 2043 1684 1354 330 924 157 123 135 85 1219 1081 733 444 395 273 305 279 192 164 87 359 182 177 767 57 716 250 348 164
internal_count=2967 2043 1684 1354 330 924 157 123 135 85 1219 1081 733 444 395 273 305 279 192 164 87 359 182 177 767 57 716 250 348 164
cat_boundaries=0 18 20 32 34 35 36 54
cat_threshold=268451841 17 1645223936 2629632 0 134217728 131072 4202496 67584 134217776 32768 64 16 0 0 0 1073741840 128 1 4240 131072 0 67108864 0 0 0 0 268435456 33554432 8192 0 256 1 4100 212 274 268435456 0 537927680 524288 0 0 0 0 65536 0 0 0 0 0 0 0 1073741840 128
is_linear=0
shrinkage=0.04


Tree=286
num_leaves=31
num_cat=11
split_feature=7 8 7 12 2 2 9 7 2 12 2 2 3 3 12 1 2 2 2 1 2 2 3 7 2 12 2 2 12 2
split_gain=1.51513 0.98064 0.801218 0.956582 1.16525 0.723176 0.656122 0.525601 0.494431 0.444826 0.38733 0.586129 0.373937 0.460425 0.641044 0.577897 0.513422 0.489314 0.523353 0.362437 0.333001 0.439976 0.311385 0.357069 0.36282 0.267732 0.37446 0.236004 0.230501 0.516307
threshold=0 1 2 3 77.500000000000014 1.5000000000000002 4 5 136.50000000000003 6 28.500000000000004 5.5000000000000009 2014.5000000000002 1999.5000000000002 7 3.5000000000000004 8.5000000000000018 15.500000000000002 59.500000000000007 5.5000000000000009 62.500000000000007 68.500000000000014 2011.5000000000002 8 37.500000000000007 9 30.500000000000004 49.500000000000007 10 47.500000000000007
decision_type=9 9 9 9 10 8 9 9 10 9 10 10 10 10 9 10 10 8 10 8 8 10 8 9 10 9 8 10 9 10
left_child=12 25 9 4 5 -4 7 -7 -6 22 11 19 13 14 16 -16 -1 -17 -19 -5 -11 -22 -3 24 -24 26 -2 -18 -9 -30
right_child=1 2 3 10 8 6 -8 28 -10 20 -12 -13 -14 -15 15 17 27 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00013504018303343913 -1.916740872164801e-08 -4.4131991209108588e-05 -0.00010333037267319787 1.7772598998231226e-05 -7.9547760924775435e-05 2.323666889292303e-06 8.44790324804323e-06 -0.00011205709371498705 -1.1796209571611057e-05 3.4703287555406894e-06 3.078198855644655e-06 -1.4516390552889148e-05 -3.8500572577897409e-05 0.00033299112835492666 0.0012752370742180291 -8.0617099467516788e-06 1.2319233975276033e-05 -0.00022949457686704625 -0.00012094465312690311 -1.5526136665238882e-06 -8.3580471348509445e-07 9.7658866296741667e-06 2.1036155668736789e-07 0.00015558526782138922 -1.7345400316994355e-06 1.6687669672300568e-05 2.4764665430279061e-06 9.9652432300479702e-05 -1.8857640753919177e-06 -1.9221983977586146e-05
leaf_weight=28 150 33 30 94 65 102 243 126 66 183 276 213 25 41 27 55 40 37 35 77 36 50 92 117 49 223 99 35 279 27
leaf_count=28 150 33 30 94 65 102 243 126 66 183 276 213 25 41 27 55 40 37 35 77 36 50 92 117 49 223 99 35 279 27
internal_value=0.000301964 0.000620977 0.000254495 -0.000203853 -0.00102002 -0.000460396 -0.00022108 -0.000998165 -0.00451515 0.00154116 0.0009538 0.000145455 -0.00223952 -0.00189967 -0.00252713 -0.00402424 0.000105263 -0.00540625 -0.00756164 0.00188372 0.0027 0.000735632 0.000410596 0.000895753 -0.0005 0.00225259 0.00121538 0.00184211 -0.00160722 -0.000933754
internal_weight=2953 2630 2158 1598 938 807 777 534 131 560 660 384 323 298 257 154 103 127 72 171 269 86 291 258 141 472 249 75 432 306
internal_count=2953 2630 2158 1598 938 807 777 534 131 560 660 384 323 298 257 154 103 127 72 171 269 86 291 258 141 472 249 75 432 306
cat_boundaries=0 18 48 65 66 68 77 79 81 98 100 101
cat_threshold=131074 128 0 2048 0 2 0 268435456 0 8224 8192 384 0 0 67108864 0 128 256 0 4 0 0 0 0 0 0 0 0 0 131076 8192 1048576 0 0 0 0 0 8192 384 0 4194304 0 0 268451840 4 0 0 8192 268435457 17 537927680 2884096 32 0 0 139264 33554432 0 0 0 8388624 0 0 0 4112 67217474 0 18468 0 0 0 4 0 0 131072 0 2048 17973282 34 24672 32 0 0 0 0 0 0 0 131072 33554432 0 0 0 0 0 0 0 4096 67330144 32 67119168
is_linear=0
shrinkage=0.04


Tree=287
num_leaves=31
num_cat=11
split_feature=7 8 0 1 7 12 6 12 17 11 0 5 12 3 3 0 0 12 0 5 1 6 3 0 3 3 1 3 1 0
split_gain=1.72206 1.23117 1.21443 0.911716 0.636211 0.661493 0.522513 0.878828 0.485482 0.557939 0.949263 0.497677 0.458197 0.427156 0.413083 0.295614 0.28573 0.2828 0.31164 0.266394 0.253058 0.251796 0.23784 0.261825 0.232394 0.225541 0.230906 0.211784 0.197255 0.167757
threshold=0 1 12.250000000000002 2.5000000000000004 2 3 4 5 6 7 36.400000000000006 9.0000000000000018 8 2012.5000000000002 2014.5000000000002 30.500000000000004 37.750000000000007 9 42.250000000000007 1.5000000000000002 5.5000000000000009 10 2012.5000000000002 44.07500000000001 2019.5000000000002 2016.5000000000002 5.5000000000000009 1999.5000000000002 5.5000000000000009 40.250000000000007
decision_type=9 9 10 8 9 9 9 9 9 9 10 8 9 8 8 10 10 9 10 10 8 9 8 10 8 10 8 10 10 10
left_child=29 3 -3 -2 5 27 17 8 -8 11 15 -10 14 -12 -5 -11 -9 -6 -19 21 -7 24 -23 -24 -18 26 -13 -4 -14 -1
right_child=1 2 4 12 6 20 7 16 9 10 13 25 28 -15 -16 -17 19 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.0741683509878375e-05 -2.0903754589387811e-05 -3.4411746939775961e-05 -6.1445791194496684e-05 1.9418521878349068e-05 0.00088867492117375164 -1.3316807847355736e-05 2.1161138559657627e-06 0.00010207084848150782 -0.00011646861288243896 -3.1099836538469058e-05 -2.1769329875503643e-05 -1.936746303830309e-05 2.0198053788874571e-06 -0.00029030871773979059 -3.1189935084022021e-07 6.2627590489823943e-05 -3.5345168532817023e-05 3.9397599822231946e-05 -0.00058548535540836426 4.4591020215292955e-05 -0.00015601324479615905 5.2178061219680889e-05 1.8928870165832468e-06 -3.3604892603846494e-05 -4.1743424131838998e-06 0.0011325337084237446 0.0023072020974321383 6.9279072940498787e-05 5.5194933037646598e-07 1.8891825489617169e-05
leaf_weight=240 27 36 76 35 100 81 118 101 27 31 27 190 488 92 265 46 31 108 25 43 46 59 191 46 75 31 27 31 150 96
leaf_count=240 27 36 76 35 100 81 118 101 27 31 27 190 488 92 265 46 31 108 25 43 46 59 191 46 75 31 27 31 150 96
internal_value=0.000189116 -0.000163734 -0.000829594 0.000963115 -0.000668746 -0.00254694 -0.000324873 -0.000680628 -0.00174 -0.00231535 -0.00394203 -0.00104895 0.00118424 -0.00636667 -0.000128617 -0.000666667 0.000473968 0.00136066 8.33335e-05 4.48432e-05 -0.00443478 -0.000277915 0.000338762 -0.000218487 -0.00184615 -0.000514056 -0.000972477 -0.000101695 0.00177504 0.00283573
internal_weight=2939 2603 1638 965 1602 234 1368 1135 589 471 196 275 938 119 300 77 546 233 133 445 127 402 296 237 106 248 217 107 638 336
internal_count=2939 2603 1638 965 1602 234 1368 1135 589 471 196 275 938 119 300 77 546 233 133 445 127 402 296 237 106 248 217 107 638 336
cat_boundaries=0 18 45 63 64 65 67 68 71 73 75 76
cat_threshold=268435457 33 603979776 2099200 65568 134217792 0 8192 0 536870912 0 0 75497488 268435456 0 0 0 512 0 8 0 134217728 2147549184 0 0 2147483648 1 0 0 131076 0 1048576 0 0 0 0 0 10240 2147484032 0 20971520 0 0 32768 4 2 0 0 0 0 0 131072 0 33554432 32 0 128 0 0 67108864 32 128 384 1081378 72 17836066 34 12 16388 512 524288 3362 2 8226 32 272
is_linear=0
shrinkage=0.04


Tree=288
num_leaves=31
num_cat=10
split_feature=8 7 4 3 9 12 12 2 2 12 9 6 2 2 1 2 2 3 2 4 2 12 2 2 3 2 2 3 3 12
split_gain=1.50996 1.04136 0.609193 0.687402 0.526239 0.680594 0.601086 0.666758 1.02488 0.502417 0.450066 0.410623 0.498805 0.352796 0.328265 0.649077 0.382671 0.358496 0.302077 0.295582 0.279466 0.278884 0.546125 0.929408 0.27132 0.285835 0.34688 0.262675 0.255419 0.248316
threshold=0 1 293.00000000000006 1995.5000000000002 2 3 4 50.500000000000007 295.00000000000006 5 6 7 30.500000000000004 7.5000000000000009 5.5000000000000009 4.5000000000000009 7.5000000000000009 2011.5000000000002 4.5000000000000009 3890.0000000000005 24.500000000000004 8 25.500000000000004 13.500000000000002 2011.5000000000002 44.500000000000007 211.00000000000003 2012.5000000000002 2004.5000000000002 9
decision_type=9 9 10 10 9 9 9 10 10 9 9 9 8 10 8 10 10 10 10 10 10 9 10 10 10 10 10 8 10 9
left_child=9 2 3 -2 6 14 10 11 -9 -1 -3 19 28 -4 15 -6 -17 -18 -16 21 -20 -8 23 -23 25 29 -27 -12 -13 -7
right_child=1 4 13 -5 5 24 7 8 -10 -11 27 12 -14 -15 18 16 17 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.8833725657836836e-07 1.9016719843238835e-06 1.5060914596419979e-05 -0.00013286932226078127 -2.3095519740525864e-05 -3.3574071041473777e-05 2.518859901823509e-06 4.3686695605762542e-06 -5.9277930399104123e-05 2.2541706652601523e-05 8.8901425824093053e-06 0.00052679840566277223 -2.1785082546514731e-07 -0.00058674870674105858 -5.7159771681604948e-05 3.8545118430125594e-05 9.4951884661701313e-06 -2.3119939196192265e-06 1.1062551803975143e-05 -0.00014408729788516368 0.00011702873931066667 3.5277431674993235e-06 -1.4376529053322912e-06 2.145969032007865e-05 -2.4451366913022626e-05 5.7521525906074169e-05 -3.831421739196833e-07 0.00015986757662629769 -3.8109277082634063e-05 -0.00020143417470344996 4.5501912410354754e-06
leaf_weight=109 133 119 25 54 61 350 106 61 30 403 26 93 37 27 38 27 243 34 41 44 63 51 29 25 95 212 43 84 33 201
leaf_count=109 133 119 25 54 61 350 106 61 30 403 26 93 37 27 38 27 243 34 41 44 63 51 29 25 95 212 43 84 33 201
internal_value=0.000133886 -0.000292153 -0.002736 -0.00176596 -7.41756e-06 0.000445384 -0.000865153 -0.00162308 -0.00473913 0.00208031 0.000816667 -0.000973747 -0.00245977 -0.00664151 -0.000718147 -0.00136612 -0.000603279 -0.00105036 0.000895105 7.51881e-05 -0.000228571 -0.00054717 -0.00189655 -0.00384416 0.00110088 0.000872367 -0.000234375 -0.000991735 -0.00138583 0.00138406
internal_weight=2897 2385 239 187 2146 1408 738 509 91 512 229 418 163 52 507 365 304 277 142 255 104 211 105 76 901 806 255 110 126 551
internal_count=2897 2385 239 187 2146 1408 738 509 91 512 229 418 163 52 507 365 304 277 142 255 104 211 105 76 901 806 255 110 126 551
cat_boundaries=0 30 48 50 52 54 55 57 58 59 60
cat_threshold=16 0 0 0 0 1 0 0 1 32768 0 133124 0 1048576 0 0 0 0 0 10240 384 524288 4194304 8 0 16384 0 0 0 8192 131074 16 0 0 0 2 0 0 33554432 134225920 32 128 0 0 67108864 0 1073741952 128 0 28708 16810080 34 16916768 34 67248416 0 20480 408 32770 221186
is_linear=0
shrinkage=0.04


Tree=289
num_leaves=31
num_cat=11
split_feature=8 12 0 13 12 9 6 2 12 2 9 4 12 2 0 2 2 0 6 0 3 13 2 2 0 2 2 2 2 2
split_gain=1.8683 1.22793 0.781891 0.788999 0.779309 0.661521 0.557444 0.851393 0.470373 0.465004 0.646599 0.641894 0.714587 1.01463 0.387021 0.368053 0.523672 0.544581 0.363279 0.359055 0.448958 0.358638 0.346563 0.530685 0.378541 0.41555 0.341795 0.336438 0.305876 0.560813
threshold=0 1 40.250000000000007 2 3 4 5 3.5000000000000004 6 3.5000000000000004 7 2560040000.0000005 8 68.500000000000014 42.710000000000008 37.500000000000007 71.500000000000014 16.750000000000004 9 39.07500000000001 2019.5000000000002 10 25.500000000000004 11.500000000000002 15.500000000000002 95.500000000000014 63.500000000000007 53.500000000000007 725.00000000000011 83.500000000000014
decision_type=9 9 8 9 9 9 9 10 9 8 9 8 9 10 10 10 10 10 9 10 8 9 10 10 10 10 10 10 8 10
left_child=1 28 3 4 5 15 7 -4 -5 -3 11 -11 13 -13 -8 -2 17 -17 -10 -7 -21 22 23 -20 -24 -26 -23 -6 29 -1
right_child=2 9 6 8 27 19 14 -9 18 10 -12 12 -14 -15 -16 16 -18 -19 21 20 -22 26 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.4906544591987757e-05 2.0316080730253815e-06 -5.8925683310624252e-05 4.5795844887498078e-06 1.119788961091532e-05 5.5587523377670148e-06 -6.9100335699428756e-06 -6.3444162021887386e-05 -0.00034639043646544481 0.0014837975644035378 -7.6696723675262875e-05 4.0190945959633331e-05 -3.474977588404048e-06 7.153422084876214e-05 -6.8592039784685078e-05 8.7186338664224853e-06 -3.9588092825795066e-06 1.890834044125366e-06 -7.6686351731312841e-07 7.4202126199906286e-07 0.00022612943314294094 -0.00021289937905462713 9.3442454538364424e-06 -2.4650411623727577e-06 -0.00014558052231591624 6.5945037816698415e-06 -2.3434829679854428e-05 -3.9284077475790024e-05 -2.5890117100926843e-07 -0.00033175505845673965 8.2061955792212946e-06
leaf_weight=152 216 41 49 530 399 45 45 52 108 44 196 127 102 35 130 29 37 40 27 33 52 116 40 43 50 25 43 87 33 30
leaf_count=152 216 41 49 530 399 45 45 52 108 44 196 127 102 35 130 29 37 40 27 33 52 116 40 43 50 25 43 87 33 30
internal_value=3.51709e-05 -0.00166018 0.000627096 0.00091619 7.58695e-05 -0.00110583 -0.0013574 -0.00353571 0.0016999 -0.000611511 -0.000285148 -0.00140439 -0.000694339 -0.0022659 0.000107527 -9.60959e-05 -0.00201869 -0.00405714 0.000708423 -0.00340426 -0.00209302 4.50706e-05 -0.00112245 -0.00338028 0.000172414 0.00184211 0.00138824 0.00117505 -0.00415929 -0.00367213
internal_weight=2956 760 2196 1920 938 452 276 101 982 545 504 308 264 162 175 322 106 69 452 130 85 344 185 70 115 75 159 486 215 182
internal_count=2956 760 2196 1920 938 452 276 101 982 545 504 308 264 162 175 322 106 69 452 130 85 344 185 70 115 75 159 486 215 182
cat_boundaries=0 30 32 33 35 37 38 39 41 42 43 44
cat_threshold=1073741840 2056 4 0 1073741824 1 262144 2147483648 0 32768 0 33687552 8192 512 0 4096 0 0 33554432 0 2147483648 0 0 8 0 16384 0 0 524416 4096 17000704 2 2 16975968 34 0 6272 86 67217474 128 26624 32834 18 4
is_linear=0
shrinkage=0.04


Tree=290
num_leaves=31
num_cat=10
split_feature=8 9 12 2 7 13 12 3 2 2 12 9 4 3 2 9 2 3 2 2 3 2 12 2 2 3 4 3 1 3
split_gain=1.18996 0.906444 1.14301 1.1572 0.8473 0.604983 0.686629 0.809065 0.583572 0.567304 0.489172 0.567612 0.405195 0.399529 0.447751 0.449038 0.968238 0.719173 0.563223 1.04632 0.441527 0.406823 0.338368 0.355181 0.306613 0.285577 0.260536 0.258337 0.24292 0.231833
threshold=0 1 2 45.500000000000007 3 4 5 2001.5000000000002 85.500000000000014 30.500000000000004 6 7 21074995000.000004 2001.5000000000002 3.5000000000000004 8 13.500000000000002 2012.5000000000002 26.500000000000004 70.500000000000014 2001.5000000000002 19.500000000000004 9 38.500000000000007 41.500000000000007 1996.5000000000002 1300.0000000000002 2006.5000000000002 4.5000000000000009 2008.5000000000002
decision_type=9 9 9 8 9 9 9 10 10 8 9 9 8 8 8 9 10 8 10 10 10 8 9 8 10 10 10 10 10 8
left_child=1 26 3 -3 22 6 7 -6 -5 -4 -7 29 28 -8 -15 16 20 -18 -19 24 -16 -17 23 -2 -20 -13 -1 -14 -11 -12
right_child=4 2 9 8 5 10 13 -9 -10 12 11 25 27 14 15 21 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.2307138805909106e-05 8.3609398163475184e-06 -2.4285444831715291e-05 -3.8317525158173613e-05 -0.00023713437476359381 2.3535662555589082e-06 2.7869470476152937e-06 0.0004746894797112168 -9.0390060341013497e-05 -3.153321343492697e-05 -7.5054099527441142e-05 6.3613573753484545e-05 6.2961741386747779e-05 4.1181889240166957e-06 7.0020399248126684e-06 -5.8699342656005317e-05 9.6540650983787811e-05 -3.19751724128047e-05 2.4739476384248696e-06 -3.261931848821036e-07 2.3429563977257149e-06 -1.0250813488921258e-05 -1.6718772203685925e-05 6.187550895027848e-06 -1.5688546128954811e-06 -7.9632334632587755e-06 -4.3640451107475494e-05 -5.3992609054226602e-06 -9.6529735732617327e-06 1.0663152993844274e-05 -1.1437979769467033e-06
leaf_weight=140 66 54 186 25 194 371 36 33 31 29 46 85 183 86 66 124 27 79 51 52 27 57 200 35 52 38 43 30 28 447
leaf_count=140 66 54 186 25 194 371 36 33 31 29 46 85 183 86 66 124 27 79 51 52 27 57 200 35 52 38 43 30 28 447
internal_value=4.24368e-05 -0.00132105 -0.00210745 -0.00561983 0.00051672 0.000193411 -0.000563128 0.00129412 -0.0101053 -0.00114775 0.00086974 0.000165869 1.48462e-10 -0.00121557 -0.00147267 -0.00190298 -0.00269589 -0.00151145 -0.000782979 -0.00217949 -0.00625532 -0.0001875 0.00244872 0.000392857 -0.0045 0.00247761 0.00109278 0.000803738 -0.00296552 -0.000452381
internal_weight=2921 749 566 110 2172 1871 884 227 56 456 987 616 270 657 621 535 354 261 234 155 93 181 301 101 103 123 183 213 57 493
internal_count=2921 749 566 110 2172 1871 884 227 56 456 987 616 270 657 621 535 354 261 234 155 93 181 301 101 103 123 183 213 57 493
cat_boundaries=0 30 32 33 50 51 52 53 55 57 58
cat_threshold=1073741824 12 4 0 0 1 262144 2147483648 0 32768 0 2048 0 512 0 4096 0 0 33558528 0 0 0 4194304 8 0 16384 64 0 524288 4096 131328 4224 75008 0 1 536870912 0 32 64 0 268443648 65536 32 32768 2097152 0 0 0 32 1073741840 2 68165952 200032 0 30724 1 18560 1068128
is_linear=0
shrinkage=0.04


Tree=291
num_leaves=31
num_cat=9
split_feature=8 4 12 8 12 9 2 9 2 2 2 8 4 9 6 0 0 1 2 0 2 2 2 2 1 2 0 0 2 2
split_gain=1.45264 0.716141 0.702422 0.664961 0.602504 0.545423 0.523735 0.445616 0.617614 0.573947 0.361781 0.36615 0.300187 0.287865 0.427371 0.603882 0.41234 0.288685 0.267288 0.266833 0.506078 0.323296 0.497598 0.310614 0.295042 0.265027 0.258619 0.437534 0.32368 0.228243
threshold=0 40558085500.000008 1 2 3 4 5.5000000000000009 5 35.500000000000007 53.500000000000007 8.5000000000000018 6 680725000.00000012 7 8 38.57500000000001 40.675000000000004 5.5000000000000009 21.500000000000004 36.400000000000006 203.50000000000003 25.500000000000004 108.50000000000001 16.500000000000004 5.5000000000000009 94.500000000000014 16.750000000000004 9.5000000000000018 29.500000000000004 7.5000000000000009
decision_type=9 10 9 9 9 9 8 9 8 8 8 9 10 9 9 8 8 8 10 10 8 10 10 10 8 10 10 10 10 10
left_child=2 3 10 6 7 -6 -2 8 -5 -9 -1 25 13 14 19 -16 -15 29 -14 21 23 -7 -23 24 -21 26 27 -12 -28 -17
right_child=1 -3 -4 4 5 12 -8 9 -10 -11 11 -13 18 16 15 17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.3325333996747047e-05 -0.00011384861248441536 -4.4580816452782467e-05 1.9862627943407638e-06 -7.5913499895997064e-05 0.00011607837761900179 2.1689685595574746e-05 -2.8036122294141259e-05 9.3855570378902856e-05 -6.1048139869962023e-06 -0.0001410501716165281 4.2834296220552051e-07 2.3379650982448303e-06 0.00073920017782907479 -9.1626247346438618e-07 -8.009307157021237e-05 6.7603426875860314e-06 -9.8092846244692155e-05 3.3103098706481294e-05 -1.3159298435461577e-05 -1.114870721268083e-05 -3.3304241959651938e-05 -2.9708559794876734e-05 1.2714530523891704e-05 2.4543521223648821e-05 0.00014487325340111545 4.0555592412505587e-06 -2.7684673198686369e-06 -8.4413036385788801e-07 2.0743957984650793e-06 -2.3859032872439345e-05
leaf_weight=69 37 25 611 66 169 83 183 82 67 41 33 123 57 163 48 58 57 64 49 144 40 32 45 217 35 25 33 64 42 169
leaf_count=69 37 25 611 66 169 83 183 82 67 41 33 123 57 163 48 58 57 64 49 144 40 32 45 217 35 25 33 64 42 169
internal_value=0.000315143 -0.000327497 0.00154303 -0.000239119 3.77138e-05 0.000360861 -0.00225108 -0.00170786 -0.00325 8.95524e-05 0.00019 -0.000373832 6.60379e-05 -0.000121107 0.000190275 -0.000925714 -0.00138528 -0.000260274 0.00209346 0.000830313 0.00032952 0.00223602 0.000358974 0.000765743 -0.000466667 -0.00140385 -0.00203468 -0.00338775 -0.000263158 -0.000929824
internal_weight=2931 1931 1000 1906 1686 1430 220 256 133 123 389 320 1261 1155 935 339 220 291 106 596 436 160 77 396 179 197 172 97 75 227
internal_count=2931 1931 1000 1906 1686 1430 220 256 133 123 389 320 1261 1155 935 339 220 291 106 596 436 160 77 396 179 197 172 97 75 227
cat_boundaries=0 27 29 59 61 63 65 88 90 91
cat_threshold=16 4 0 134217728 2147483648 0 0 0 1 32768 0 131076 8192 0 0 0 0 0 0 10240 384 0 16777216 8 0 268435456 64 1065986 34 1073741824 0 4 0 1073741824 1 0 0 0 0 0 2048 0 0 0 4096 0 0 33554432 0 0 0 0 0 0 16384 0 0 0 4096 17827872 2 1073872897 48 0 2064 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 0 22656 270
is_linear=0
shrinkage=0.04


Tree=292
num_leaves=31
num_cat=12
split_feature=9 8 12 1 12 14 0 12 2 9 8 1 11 0 0 12 2 2 0 2 11 2 0 2 0 5 2 8 0 2
split_gain=1.23735 0.797629 0.708245 0.726599 0.650266 0.494298 0.664331 0.861069 0.481595 0.44906 0.430718 0.419975 0.373117 0.565787 0.423914 0.360452 0.347487 0.385096 0.304221 0.299948 0.281518 0.536529 0.26799 0.297633 0.260625 0.251358 0.229793 0.221725 0.219822 0.329108
threshold=0 1 2 4.5000000000000009 3 4 44.07500000000001 5 111.00000000000001 6 7 1.0000000180025095e-35 8 32.500000000000007 22.250000000000004 9 37.500000000000007 14.500000000000002 22.750000000000004 17.500000000000004 10 5.5000000000000009 40.250000000000007 20.500000000000004 36.900000000000006 2.5000000000000004 4.5000000000000009 11 10.500000000000002 23.500000000000004
decision_type=9 9 9 10 9 9 8 9 8 9 9 10 9 10 10 9 10 10 10 8 9 10 10 8 8 8 10 9 10 10
left_child=5 2 24 -4 9 6 7 -1 16 -3 25 -12 13 15 -14 -6 17 -9 26 -5 21 -13 23 -22 -2 -11 -17 -16 -23 -30
right_child=1 4 3 19 12 -7 -8 8 -10 10 11 20 14 -15 27 18 -18 -19 -20 -21 22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.9508604700098398e-06 -1.2043791575749697e-05 0.00033409765684845133 -0.00011738692985205237 -4.6633201980168985e-05 2.9075051669866943e-06 7.9624263304998839e-06 -0.00023107794133955592 -9.1324471777748522e-05 -0.00020652722868551082 1.1593228477179619e-05 0.0029393389110738072 6.2531917387214095e-06 2.9120024656113335e-06 -7.1561687949831963e-05 9.7586263576427123e-06 1.9068122164611624e-06 1.025423776487953e-05 -0.00012948377364921298 2.0894341488969762e-05 1.3222163923359448e-05 -6.5491296340582109e-06 -2.8269164557300873e-08 -7.3342329245426282e-05 2.1124761434816645e-06 9.4678288328160518e-05 1.0859411545097924e-05 -3.9858099657739205e-07 7.6793204171833125e-06 -3.9124505900544021e-07 -3.1932728498404948e-06
leaf_weight=112 32 105 43 38 102 105 46 39 27 33 55 27 117 31 117 30 33 25 26 54 210 27 70 167 82 70 203 845 37 71
leaf_count=112 32 105 43 38 102 105 46 39 27 33 55 27 117 31 117 30 33 25 26 54 210 27 70 167 82 70 203 845 37 71
internal_value=0.000240269 0.000556281 -0.00155385 -0.00342466 0.000786746 -0.0018392 -0.00270307 -0.00192405 -0.00402963 -8.15401e-05 -0.000426735 -0.000805926 0.00129825 0.000218362 0.0016844 0.000674033 -0.00297959 -0.00467692 -0.000162963 -0.00163441 -0.00112131 -0.00249711 -0.000550218 -0.000137566 0.000768 0.00185965 -0.000632478 0.00142056 -0.00367647 -0.00447706
internal_weight=2979 2592 249 135 2343 387 282 236 124 872 767 664 1471 392 1079 361 97 64 259 92 609 162 447 377 114 103 233 962 135 108
internal_count=2979 2592 249 135 2343 387 282 236 124 872 767 664 1471 392 1079 361 97 64 259 92 609 162 447 377 114 103 233 962 135 108
cat_boundaries=0 2 32 34 36 37 38 40 61 63 64 66 95
cat_threshold=262656 8196 1342177280 0 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 4096 0 0 33554432 0 0 0 0 0 0 0 64 0 128 4096 34818 32 17842210 2 139264 1083458 257 160 0 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 128 32 512 67117120 32 2147484672 0 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 8192 128 0 4194304 0 0 16384 0 0 524288
is_linear=0
shrinkage=0.04


Tree=293
num_leaves=31
num_cat=12
split_feature=7 12 7 8 7 8 4 2 16 2 12 3 12 7 0 0 2 2 2 0 2 6 4 12 0 0 1 2 0 2
split_gain=1.50912 0.904539 0.700151 0.767487 0.51518 0.465827 0.777413 0.533738 0.673027 0.449135 0.424708 0.41836 0.400845 0.422299 0.761341 0.358223 0.349022 0.336169 0.502404 0.329132 0.312573 0.364241 0.441048 0.361678 0.310823 0.301077 0.28994 0.289214 0.244773 0.754065
threshold=0 1 2 3 4 5 120418.00000000001 24.500000000000004 6 10.500000000000002 7 2012.5000000000002 8 9 23.500000000000004 16.750000000000004 74.500000000000014 40.500000000000007 231.50000000000003 37.250000000000007 94.500000000000014 10 984745000.00000012 11 39.07500000000001 35.250000000000007 5.5000000000000009 3.5000000000000004 38.57500000000001 29.500000000000004
decision_type=9 9 9 9 9 9 8 10 1 8 9 10 9 9 10 10 10 8 10 10 10 9 8 9 10 8 8 10 10 10
left_child=1 26 10 -4 25 6 -5 27 -9 -6 11 -2 13 14 -7 -10 -11 -12 19 -19 21 24 -23 -24 -14 -3 -1 -8 29 -25
right_child=2 4 3 5 9 12 7 8 15 16 17 -13 20 -15 -16 -17 -18 18 -20 -21 -22 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-1.2634321049036605e-05 3.1179430112266805e-06 -7.4284131145168017e-06 1.1907279318730573e-05 8.6039576037831063e-05 -0.00012961390322265129 2.2970989398629627e-07 -6.5701278884457154e-05 -5.8610728609026888e-05 -1.3081694263351299e-06 1.6494479848906027e-05 1.8317837625890173e-06 -2.723781624668134e-05 -2.7399602928614976e-05 2.5103108847978035e-05 -5.528811488156987e-05 1.2477001344822797e-05 -9.4051835759898433e-05 -1.7632195028749926e-06 3.9435156658903966e-05 3.0781181727319365e-06 -3.9188068782652681e-05 -8.0651139409802412e-05 3.8431761789447023e-06 2.3327551064110564e-05 1.3824694922819338e-05 0.0014476958497181491 -0.00013436825908903096 4.3636417762714147e-06 -9.5428069287746109e-05 -5.3449519480841513e-06
leaf_weight=63 365 39 225 33 30 94 37 36 25 93 243 26 28 342 31 28 26 53 29 61 86 35 221 57 353 64 43 65 88 36
leaf_count=63 365 39 225 33 30 94 37 36 25 93 243 26 28 342 31 28 26 53 29 61 86 35 221 57 353 64 43 65 88 36
internal_value=0.000426252 -0.0019729 0.00076227 0.00032769 -0.000577947 1.24534e-05 -0.00163404 -0.0026875 -0.00493333 -0.002025 0.00176142 0.00269652 0.00029233 0.00123013 -0.000735294 -0.002 -0.00103333 0.000765743 -0.00075 -0.00194783 -0.000201093 3.90722e-05 -0.000741071 -0.000377171 0.000928572 0.00150877 -0.00492308 -0.000699029 -0.00164583 -0.000297872
internal_weight=2955 358 2597 1820 252 1595 224 191 89 149 777 391 1371 467 125 53 119 386 143 114 904 818 437 402 381 103 106 102 181 93
internal_count=2955 358 2597 1820 252 1595 224 191 89 149 777 391 1371 467 125 53 119 386 143 114 904 818 437 402 381 103 106 102 181 93
cat_boundaries=0 18 19 36 63 80 109 110 112 113 130 131 132
cat_threshold=131072 128 0 0 0 2 0 536870912 33554432 268435488 32 384 0 268435456 67108864 0 1073741824 128 83952928 268435456 17 68165632 2623488 32 134217792 131072 268443648 65536 134217744 0 0 16 0 0 0 16 0 4 0 0 2147483648 0 0 2147483648 0 0 0 4 2048 0 0 0 0 0 0 8192 256 0 4194304 0 0 0 4 131072 128 0 0 0 0 0 0 0 32 0 0 0 0 0 0 1073741824 16 8 4 0 0 1 0 0 0 0 0 0 8192 0 0 4096 0 0 4096 0 128 0 0 0 0 16384 0 0 524288 2 205152 34 83905888 0 0 0 4 0 0 0 131072 0 0 0 0 0 0 0 0 4096 448 1245186
is_linear=0
shrinkage=0.04


Tree=294
num_leaves=31
num_cat=9
split_feature=8 8 0 12 3 1 12 12 2 11 2 0 2 12 2 2 3 12 3 9 3 0 0 2 2 3 2 0 2 2
split_gain=1.0572 0.640188 0.750285 0.576654 0.763675 0.456897 0.618056 0.615933 0.573072 0.492234 0.490797 0.465959 0.675782 0.567961 0.506139 0.415744 0.346207 0.368209 0.431498 0.343572 0.34274 0.322196 0.316994 0.328537 0.365767 0.333193 0.294549 0.270506 0.268663 0.266278
threshold=0 1 6.5000000000000009 2 1983.0000000000002 5.5000000000000009 3 4 129.50000000000003 5 6.5000000000000009 36.900000000000006 100.50000000000001 6 5.5000000000000009 4.5000000000000009 2017.5000000000002 7 2011.5000000000002 8 2016.5000000000002 14.500000000000002 30.500000000000004 69.500000000000014 37.500000000000007 1975.5000000000002 14.500000000000002 43.175000000000004 42.500000000000007 17.500000000000004
decision_type=9 9 10 9 10 8 9 9 10 9 8 10 8 9 10 10 10 9 8 9 8 10 10 10 8 10 10 10 10 10
left_child=3 -2 -3 -1 27 7 8 19 10 16 -7 12 13 -11 -15 -13 17 18 -9 -4 -17 -16 -21 24 25 -24 -8 -5 -28 -20
right_child=1 2 5 4 -6 6 26 9 -10 11 -12 15 -14 14 21 20 -18 -19 29 22 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=1.3175291600250411e-05 3.5875681025089765e-06 -2.1624549627762975e-05 2.7176093355879706e-06 -4.2733106919869997e-05 -0.00030183256249089379 -9.262444392859965e-05 0.0001209964889399495 9.1027264807416752e-06 -9.3653309446980822e-05 8.2668088464373717e-07 4.3427817521155269e-06 -0.00020338653251577896 7.0049657612071636e-06 9.2241146328861909e-07 1.9350121170313706e-08 -0.00014384951339297395 0.0023069573779210088 2.0797613522113478e-06 -5.7745451436139288e-05 4.0730496913508332e-06 -5.3754846627367832e-06 -6.1631753624047673e-06 -0.00018860925295048758 -2.7687072224467927e-05 0.00031358989891649378 0.0010508613335897127 -2.5576679494437036e-07 2.5613233616553904e-05 7.7395271818596135e-06 1.3706792128577005e-06
leaf_weight=106 420 32 264 158 26 36 131 28 29 101 157 47 48 25 35 44 55 467 70 40 152 92 63 26 27 26 73 45 80 44
leaf_count=106 420 32 264 158 26 36 131 28 29 101 157 47 48 25 35 44 55 467 70 40 152 92 63 26 27 26 73 45 80 44
internal_value=0.00017232 0.000445292 0.000167045 -0.00190751 -0.00301667 0.000259139 0.00130966 -6.28397e-05 -0.000309013 -0.000531583 0.000474227 -0.00141261 -0.000384106 -0.0012126 -0.00265031 -0.0027377 0.000201482 -7.2131e-05 -0.00177778 0.00119037 -0.00190863 -0.00384375 -0.000165803 -0.00106294 -0.000136752 -0.00137778 0.00249492 -0.00229412 0.00137662 -0.0029913
internal_weight=2947 2612 2192 335 229 2160 506 1654 222 1208 193 544 301 253 152 243 664 609 142 446 196 127 182 142 116 89 284 203 153 114
internal_count=2947 2612 2192 335 229 2160 506 1654 222 1208 193 544 301 253 152 243 664 609 142 446 196 127 182 142 116 89 284 203 153 114
cat_boundaries=0 30 56 57 58 59 61 62 63 65
cat_threshold=268435456 0 0 0 0 0 0 0 0 32768 0 33556480 64 512 0 4096 0 0 33554432 0 0 0 0 0 0 0 0 0 524288 4096 0 2048 0 134217728 2147483648 0 524288 0 1 0 0 4 0 0 0 0 0 0 4096 10240 384 0 0 0 0 16384 1082464 16966752 207872 16388 512 67141730 16810016 0 2048
is_linear=0
shrinkage=0.04


Tree=295
num_leaves=31
num_cat=14
split_feature=7 8 4 12 7 12 11 1 12 6 0 0 13 6 4 0 0 6 4 8 12 0 0 0 4 0 8 0 1 5
split_gain=1.30698 1.0228 0.690342 0.778631 0.603708 0.429213 0.399534 0.507014 0.415625 0.398937 0.356734 0.543307 0.371953 0.479178 0.438606 0.339574 0.325935 0.284178 0.280865 0.31726 0.305989 0.313665 0.305772 0.276041 0.184333 0.180826 0.177118 0.16462 0.161992 0.152328
threshold=0 1 14831265000.000002 2 3 4 5 3.5000000000000004 6 7 43.675000000000004 48.175000000000004 8 9 4.0000000000000009 32.500000000000007 21.500000000000004 10 1553.0000000000002 11 12 39.07500000000001 40.250000000000007 18.500000000000004 2331015000.0000005 39.07500000000001 13 40.250000000000007 5.5000000000000009 2.5000000000000004
decision_type=9 9 10 9 9 9 9 10 9 9 10 10 9 9 10 10 8 9 8 9 9 10 10 10 8 10 9 10 10 8
left_child=27 5 3 10 16 -2 8 -8 9 29 12 -12 13 -3 15 -15 -5 -14 -9 23 21 -21 -23 -20 -19 -22 -7 -1 -11 -6
right_child=1 2 -4 4 6 26 7 18 -10 28 11 -13 17 14 -16 -17 -18 24 19 20 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014503187561346615 1.1661187047019112e-07 7.5586521803002307e-06 -5.5220800193947816e-05 6.2903078071023285e-08 1.7940309287862391e-06 3.5613214277721493e-06 4.5126924659912497e-06 7.2296722310786557e-06 -4.5562059310466107e-06 -1.3215702771274432e-05 -4.1057553560208004e-05 9.8192062376953569e-06 4.1323764037045312e-06 7.9562002317547929e-08 1.3740226855619778e-05 -6.444268351498115e-05 -5.5552914433662661e-05 -1.7056561854155521e-05 -2.9984424714572801e-07 5.7856135366758536e-05 -9.6864075662923233e-05 -2.4458192429079875e-05 1.2894942195044992e-05 1.2305125365583371e-05 7.0778516817762676e-06 -0.00029739181571413853 4.4264936951547677e-06 1.4018868535306967e-05 0.0012574632833615945 7.7804458906595069e-06
leaf_weight=201 178 180 36 35 43 103 179 32 105 173 67 31 100 146 27 120 87 28 120 26 60 52 26 30 199 79 220 131 27 127
leaf_count=201 178 180 36 35 43 103 179 32 105 173 67 31 100 146 27 120 87 28 120 26 60 52 26 30 199 79 220 131 27 127
internal_value=0.000266757 -3.62673e-05 -0.000419385 -0.000325714 -0.000986799 0.00157031 -0.00066422 -0.00133984 0.000205761 0.000839895 0.000563256 -0.00169697 0.000848939 0.000107438 -0.000881579 -0.00140824 -0.00354887 0.00185799 -0.00211268 -0.00240609 -0.00325984 -0.00125217 -0.00263291 -0.000745341 0.00263866 -0.00456 0.00243114 0.00258892 -0.000379147 0.00220994
internal_weight=2968 2636 2135 2099 1201 501 1079 604 475 370 898 98 800 473 293 266 122 327 425 393 243 104 78 150 227 139 323 332 200 170
internal_count=2968 2636 2135 2099 1201 501 1079 604 475 370 898 98 800 473 293 266 122 327 425 393 243 104 78 150 227 139 323 332 200 170
cat_boundaries=0 17 40 41 51 52 54 56 57 58 59 60 83 84 105
cat_threshold=268435457 1 1644167168 272384 34 0 0 268443648 0 0 8192 256 67108992 0 0 0 16 1342177280 0 0 0 2147549184 0 0 2147483648 1 0 0 131076 0 0 0 0 0 0 4096 10240 384 0 4194304 232544 2 0 0 0 0 2 0 0 33619968 8224 67128354 16388 2147483648 67109122 34 328 10 448 324 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 1064962 1073741824 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 256
is_linear=0
shrinkage=0.04


Tree=296
num_leaves=31
num_cat=12
split_feature=8 8 12 11 12 9 2 9 8 2 3 4 0 6 2 18 2 4 0 6 0 0 12 3 4 0 2 2 2 1
split_gain=1.08109 0.525601 0.434159 0.360496 0.712866 0.651371 0.726003 0.606813 0.534808 0.522771 0.516281 0.432712 0.41131 0.522442 1.33794 0.359375 0.506101 0.427172 0.353073 0.365008 0.350687 0.729176 0.609331 0.32863 0.334437 0.278637 0.265281 0.246853 0.30497 0.240426
threshold=0 1 2 3 4 5 7.5000000000000009 6 7 14.500000000000002 1998.5000000000002 2867949500.0000005 23.500000000000004 8 47.500000000000007 9 74.500000000000014 267495000.00000003 42.710000000000008 10 35.850000000000009 18.500000000000004 11 2003.5000000000002 141.00000000000003 30.500000000000004 108.50000000000001 5.5000000000000009 14.500000000000002 5.5000000000000009
decision_type=9 9 9 9 9 9 10 9 9 8 10 8 10 9 8 9 8 10 8 9 10 10 9 10 10 10 10 8 10 8
left_child=25 2 15 4 7 11 -7 12 9 -6 -8 -5 -3 29 -15 16 -2 -18 19 -13 21 22 -21 24 27 26 -1 -9 -29 -14
right_child=1 3 -4 5 8 6 10 23 -10 -11 -12 18 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.5289411324140726e-06 0.00042482958338832755 2.5271570756046913e-06 9.5582228843299454e-07 2.5043560993241492e-05 -1.4204832440936075e-05 0.00046312244598371773 -3.0686552974691763e-05 -5.2563580837275539e-05 9.0362743713353688e-06 7.2737453478126948e-06 -0.00025075478239784704 2.5658827337106482e-05 -1.467735560636792e-05 -3.1336648983008676e-05 1.105564382471756e-05 -0.00038008337105005605 -1.1646928133879597e-05 -6.3311924865335606e-05 -0.00018735067346162794 1.5239339326261579e-07 -5.3002393040953887e-05 9.1299859905186663e-06 -3.5694527432327715e-07 0.0027873106297945979 9.4512457821612658e-05 8.7910315015847219e-05 1.1613858313571752e-05 0.00029732683081368856 -5.7001452373622725e-05 3.0921851072355511e-05
leaf_weight=46 37 37 134 62 42 49 105 39 537 70 27 113 227 110 38 42 34 36 41 236 75 96 161 57 55 189 25 46 80 46
leaf_count=46 37 37 134 62 42 49 105 39 537 70 27 113 227 110 38 42 34 36 41 236 75 96 161 57 55 189 25 46 80 46
internal_value=0.000251642 3.02701e-06 -0.00159184 0.000201695 0.00061362 -0.000389344 -0.00247917 -0.000241287 0.0015697 -0.000910569 -0.00415038 0.000120755 -0.0011258 -0.00150711 -0.00332075 -0.003025 -0.00196296 -0.00394366 -0.00015491 6.45163e-05 -0.00035924 2.42916e-05 -0.000733668 0.00120833 0.000542987 0.00265683 0.000611111 -0.000361446 0.000503937 -0.000380282
internal_weight=2892 2632 283 2349 1384 965 181 735 649 112 132 784 458 421 148 149 107 70 722 681 568 493 397 277 220 260 71 165 126 273
internal_count=2892 2632 283 2349 1384 965 181 735 649 112 132 784 458 421 148 149 107 70 722 681 568 493 397 277 220 260 71 165 126 273
cat_boundaries=0 26 56 58 61 62 64 66 95 96 97 98 100
cat_threshold=0 4 0 134217728 0 0 0 0 0 0 0 4 0 1048576 0 0 0 0 0 8192 2147483648 0 4194304 0 0 49152 1073741824 0 4 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 33554432 0 0 0 0 0 0 0 64 0 0 4096 16851202 32 49156 1536 524289 16834594 0 18432 0 26628 0 0 0 0 0 0 262144 2147483648 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 450 4 6 83992672 32
is_linear=0
shrinkage=0.04


Tree=297
num_leaves=31
num_cat=12
split_feature=7 8 12 2 2 16 2 4 2 2 7 12 5 17 4 2 2 2 2 2 2 2 16 12 4 2 18 13 9 3
split_gain=1.66975 0.97182 0.640929 0.571971 0.631339 0.639238 0.541184 0.489163 0.429229 0.416207 0.402603 0.356222 0.606369 0.565137 0.391849 0.347721 0.326433 0.304374 1.02366 0.302373 0.563418 0.300122 0.344707 0.281209 0.25993 0.237705 0.226759 0.260001 0.327495 0.325829
threshold=0 1 2 6.5000000000000009 28.500000000000004 3 4.5000000000000009 4850.0000000000009 73.500000000000014 18.500000000000004 4 5 1.5000000000000002 6 12415638000.000002 49.500000000000007 19.500000000000004 75.500000000000014 45.500000000000007 8.5000000000000018 14.500000000000002 1.5000000000000002 7 8 22819750000.000004 39.500000000000007 9 10 11 2011.5000000000002
decision_type=9 9 9 8 10 1 10 10 10 10 9 9 10 9 8 10 8 10 8 8 10 8 1 9 8 10 9 9 9 8
left_child=-1 11 3 6 9 -6 -3 10 25 -5 17 12 19 14 -13 -15 -16 18 -4 -2 -21 22 -12 -23 -22 -7 -25 -28 29 -29
right_child=1 2 7 4 5 8 -8 -9 -10 -11 21 13 -14 15 16 -17 -18 -19 -20 20 24 23 -24 26 -26 -27 27 28 -30 -31
leaf_value=2.6497671987032795e-05 1.874421741037436e-05 -6.1068430086392734e-06 7.0271268766386337e-06 1.6815697030644577e-06 1.2343119937843447e-05 -3.5090981249530936e-07 -0.00018513985317763725 -1.6740277863648251e-05 2.4869385585490844e-07 1.8486271764774939e-05 -0.00015992782550944796 9.9468360048533323e-06 6.5554002058473092e-05 2.7888961514118265e-05 -3.8385197923395691e-06 -1.29800429898375e-06 -1.9933764839560426e-05 0.0022087528339254587 -0.00011745761325518669 -8.8363394089445126e-05 1.8274922369246013e-05 3.1448381780238187e-06 8.159898724018804e-07 0.0014741848978881032 -3.0525778295796771e-05 -2.1703920439795598e-06 2.951112772755172e-06 -6.5864560012953577e-05 1.2713906828156537e-05 1.5139034127460499e-07
leaf_weight=203 31 76 51 210 111 38 35 105 41 69 27 48 39 71 45 70 47 26 28 38 32 327 31 42 101 57 309 49 226 355
leaf_count=203 31 76 51 210 111 38 35 105 41 69 27 48 39 71 45 70 47 26 28 38 32 327 31 42 101 57 309 49 226 355
internal_value=0.00039197 0.000123817 0.000491007 -0.000574074 -3.03604e-05 -0.0015 -0.00317857 0.000922495 -0.00332847 0.00127143 0.00111685 -0.00141088 -0.00252381 -0.00039726 -0.00211921 0.00134211 -0.00378495 -0.0012069 -0.00255 -0.00350739 -0.00416279 0.00129557 -0.00149153 0.0014301 -0.00289552 -0.00479167 0.00105242 0.000931915 0.000436818 -0.000250602
internal_weight=2938 2735 2213 637 526 247 111 1576 136 279 1471 522 241 281 140 141 92 105 79 202 171 1366 58 1308 133 95 981 939 630 404
internal_count=2938 2735 2213 637 526 247 111 1576 136 279 1471 522 241 281 140 141 92 105 79 202 171 1366 58 1308 133 95 981 939 630 404
cat_boundaries=0 17 47 49 50 67 69 70 71 72 73 74 76
cat_threshold=268435456 1 1073750016 262144 524288 134217728 33554432 8192 0 536870912 8192 64 16 0 67108864 0 128 268435456 4 0 0 2147491840 1 262144 2147483648 0 0 0 33554432 0 512 0 0 0 0 33558528 0 2147483648 0 4194304 0 0 0 64 0 524288 4096 17858560 34 2 131072 128 0 8192 0 0 0 536870912 0 0 0 128 0 0 0 0 1073741840 139298 32 26 2 67248160 4 4 0 2192
is_linear=0
shrinkage=0.04


Tree=298
num_leaves=31
num_cat=9
split_feature=7 7 11 6 0 2 2 0 5 6 0 3 0 13 2 2 4 2 2 0 1 2 2 12 2 2 6 3 12 0
split_gain=1.3399 0.607346 0.643948 0.553765 0.766428 0.572672 0.564548 0.390507 0.381431 0.481369 1.04187 0.579351 0.498356 0.605878 0.653445 0.732001 0.604342 0.418367 0.555057 0.497761 0.45844 0.40174 0.377534 0.353076 0.548114 0.337076 0.314395 0.493665 0.47252 0.444191
threshold=0 1 2 3 35.600000000000009 129.50000000000003 23.500000000000004 37.750000000000007 4.5000000000000009 4 44.07500000000001 1996.5000000000002 18.500000000000004 5 20.500000000000004 71.500000000000014 267495000.00000003 220.50000000000003 19.500000000000004 35.850000000000009 5.5000000000000009 1.0000000180025095e-35 24.500000000000004 6 22.500000000000004 41.500000000000007 7 2004.5000000000002 8 42.960000000000008
decision_type=9 9 9 9 10 10 8 10 8 9 10 10 8 9 10 10 10 8 10 10 8 10 10 9 10 10 9 8 9 10
left_child=23 3 7 5 -5 6 -2 -3 25 17 11 12 13 -11 -15 -16 21 18 -10 -20 -21 -14 -13 24 -1 -4 27 -9 -28 -29
right_child=1 2 8 4 -6 -7 -8 26 9 10 -12 22 16 14 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-2.0571482761857301e-05 -8.0010011154243983e-06 3.2616221724976003e-06 -2.3948755052719118e-05 -4.6737137834202273e-05 1.401100182410707e-05 3.4563026028113131e-05 -6.2764316812135185e-05 0.00021510624934393589 6.6685466104751044e-05 1.0091824980332906e-06 -0.00054041870649150395 -9.19253756170821e-05 1.4454467820030227e-06 1.9357862488269624e-07 -1.5714108918971393e-06 1.0498522676198094e-06 -5.6612512058383596e-05 0.00016656096888460832 9.9537911669649749e-07 -3.0371237501429443e-05 -0.00010308405940509226 1.2117288703217292e-05 -3.3240249502478708e-07 6.5950192381059317e-06 3.936317279850563e-06 -2.4357494557250229e-05 -1.4399380196752368e-06 -2.7655605945044173e-07 1.2798581301285011e-05 -6.8218986314380433e-05
leaf_weight=53 56 160 46 31 79 36 48 59 106 133 44 27 93 75 89 28 36 115 30 66 27 162 37 393 48 25 181 361 236 55
leaf_count=53 56 160 46 31 79 36 48 59 106 133 44 27 93 75 89 28 36 115 30 66 27 162 37 393 48 25 181 361 236 55
internal_value=0.00037466 -1.46817e-05 0.000201635 -0.00183908 0.000330579 -0.00344371 -0.00518095 0.00091063 -0.000455652 -0.000269411 -0.000848979 -0.000469897 -9.07616e-05 -0.00116564 -0.00252217 -0.00450847 0.00110959 0.000946479 -1.73912e-05 -0.00183871 -0.0032766 0.00179688 -0.00406154 0.00224951 3.57144e-05 -0.00327778 0.000591266 -0.000123457 0.00137383 -0.000613909
internal_weight=2935 2441 2191 250 110 140 104 1052 1139 1068 724 680 616 325 192 117 291 344 229 123 93 255 64 494 101 71 892 475 417 416
internal_count=2935 2441 2191 250 110 140 104 1052 1139 1068 724 680 616 325 192 117 291 344 229 123 93 255 64 494 101 71 892 475 417 416
cat_boundaries=0 18 36 38 39 40 41 43 44 45
cat_threshold=268435456 33 1610612736 262148 589856 134217728 33554432 536879104 65536 8192 32768 0 0 0 0 0 16 32768 0 268435584 0 0 0 64 0 268435456 0 32 32 256 0 0 67108864 32 1073741952 256 49156 2147483648 386 464 12 16448 32 338 8482
is_linear=0
shrinkage=0.04


Tree=299
num_leaves=31
num_cat=11
split_feature=7 9 8 12 2 3 7 12 2 2 9 2 4 12 2 2 2 2 1 6 2 9 2 3 7 2 2 2 4 2
split_gain=1.3162 1.36956 1.00184 0.669412 0.577709 0.497405 0.484146 0.660785 0.750993 0.601295 0.433941 0.428735 0.42457 0.413868 0.383691 0.357009 0.405928 0.370732 0.345164 0.385159 0.645419 0.541238 0.396758 0.347388 0.326981 0.360769 0.323697 0.320422 0.335585 0.32342
threshold=0 1 2 3 5.5000000000000009 1995.5000000000002 4 5 22.500000000000004 71.500000000000014 6 89.500000000000014 6670500000.000001 7 5.5000000000000009 10.500000000000002 23.500000000000004 94.500000000000014 5.5000000000000009 8 10.500000000000002 9 13.500000000000002 2001.5000000000002 10 9.5000000000000018 10.500000000000002 58.500000000000007 28.000000000000004 16.500000000000004
decision_type=9 9 9 9 8 10 9 9 10 10 9 10 8 9 8 8 10 10 8 9 8 9 10 8 9 10 8 10 10 8
left_child=3 12 4 24 -3 11 7 -4 -9 -10 14 26 -2 -8 -5 -16 -17 -18 19 21 -21 22 -15 -22 25 -1 -6 28 29 -25
right_child=1 2 6 10 5 -7 13 8 9 -11 -12 -13 -14 18 15 16 17 -19 -20 20 23 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-7.1342785140592117e-05 -0.00037244000011088838 -4.4920563119739075e-05 8.6661175913883969e-07 7.6433616862155026e-06 1.0551012357310106e-05 -0.00014420461154602543 1.1429385551626214e-05 7.6582084312940763e-07 -6.788660285141655e-06 -6.0103488295810401e-07 2.8020748394752125e-05 4.0674434047339495e-06 -9.5627693539081726e-05 1.1694290281613185e-05 -2.2853951726186348e-05 2.3837105342837506e-06 -2.4196997318864766e-06 5.3638113520760448e-06 1.1280481265261633e-05 -6.7716681859417521e-05 8.4316614881197604e-05 3.2960091634871142e-05 -8.7721740249827143e-06 -2.3045531496811644e-05 4.2268936087357818e-06 1.8714033030268183e-06 -2.3957174874899586e-05 -5.6619442354576093e-05 0.0012023950342971137 1.1390123819282522e-05
leaf_weight=29 26 30 204 45 25 46 310 115 90 57 101 26 74 42 31 90 118 47 193 108 31 329 66 28 237 143 101 41 31 90
leaf_count=29 26 30 204 45 25 46 310 115 90 57 101 26 74 42 31 90 118 47 193 108 31 329 66 28 237 143 101 41 31 90
internal_value=0.00018451 -0.000360656 -0.000115501 0.00150704 -0.00254393 -0.00184925 0.00021764 -0.000872117 -0.0021685 -0.00413513 0.000379233 -0.000732026 -0.00468468 0.000621875 -0.000339181 -0.000891986 -0.000390625 -0.00156626 0.000202062 -0.000177314 -0.00118824 0.000598214 -0.0017479 1.80182e-05 0.00265714 0.00113661 -0.00170079 -0.000628272 0.00024 -0.000739496
internal_weight=2904 2063 1963 841 228 198 1735 466 262 147 432 152 100 1269 331 286 255 165 959 766 329 437 108 221 409 172 126 190 149 118
internal_count=2904 2063 1963 841 228 198 1735 466 262 147 432 152 100 1269 331 286 255 165 959 766 329 437 108 221 409 172 126 190 149 118
cat_boundaries=0 17 19 49 50 66 67 69 71 72 74 91
cat_threshold=268435459 49 1611669504 786944 32 134217728 131072 8192 65536 0 32768 0 0 0 67108864 0 1073746064 262272 8192 1342177296 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 33558528 0 256 0 0 0 0 0 64 0 524288 4096 67346784 131072 128 67371008 2097152 0 8256 0 537001984 0 0 0 256 0 0 0 32 67332352 0 18452 67243040 32 326 0 20480 0 0 0 0 32 0 131072 0 0 0 32768 0 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=300
num_leaves=31
num_cat=10
split_feature=7 12 9 4 0 12 7 3 3 10 4 6 0 4 0 9 3 12 0 3 0 3 6 0 4 5 3 0 3 0
split_gain=1.85844 0.807753 0.766762 0.707393 0.693754 0.605492 0.688213 1.01831 0.414032 0.406556 0.410594 0.35923 0.263392 0.248135 0.203003 0.194348 0.350885 0.432959 0.372307 0.242374 0.188669 0.184619 0.179281 0.729316 0.341691 0.14806 0.169407 0.138065 0.136519 0.100736
threshold=0 1 2 581475000.00000012 39.07500000000001 3 4 2012.5000000000002 2008.5000000000002 5 1050.0000000000002 6 42.710000000000008 6050.0000000000009 10.500000000000002 7 1996.5000000000002 8 40.250000000000007 2012.5000000000002 40.250000000000007 1992.5000000000002 9 35.600000000000009 2772799500.0000005 3.5000000000000004 2017.5000000000002 47.750000000000007 2003.5000000000002 23.500000000000004
decision_type=9 9 9 10 10 9 9 10 8 9 10 9 10 10 10 9 8 9 8 8 10 10 9 10 8 8 10 10 10 10
left_child=1 4 3 12 -1 8 7 21 -4 -8 11 14 -2 -12 -11 19 -17 18 25 -13 -15 -7 -10 -24 -25 -18 28 -20 -27 -16
right_child=2 -3 5 -5 -6 6 9 -9 22 10 13 15 -14 20 29 16 17 -19 27 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=2.2917860175007424e-06 0.00039158381078332073 7.5683797889552094e-06 3.4263435903542802e-05 -8.7443693645749654e-05 -0.00015560511802398868 -9.9788559261762217e-06 0.0011369722595335988 -6.6508359395446408e-05 -1.6578715571228955e-07 -4.8209547372396361e-07 -4.6451800313633655e-05 0.00074944879725114813 -0.00016087841617672737 5.7233810899921991e-05 5.4339733049200619e-07 -0.00010168795021864359 7.1843536929499436e-06 1.8103251585154154e-05 0.00019650753150168105 -0.00012874504806750314 -5.389731589212656e-05 0.000529372299972725 -0.0001579979110836917 7.7753071319742347e-05 -7.0832809702359728e-05 -5.7132607467291934e-06 7.1963776604824409e-05 7.0884583325673732e-06 -2.0262954227673887e-05 4.2653312535290062e-06
leaf_weight=56 25 487 47 49 45 173 100 27 250 67 31 40 27 51 252 30 49 213 34 82 41 25 47 29 177 122 28 32 38 274
leaf_count=56 25 487 47 49 45 173 100 27 250 67 31 40 27 51 252 30 49 213 34 82 41 25 47 29 177 122 28 32 38 274
internal_value=0.000200746 0.00219032 -0.000303669 -0.00353571 -0.00103571 -0.000142731 0.000230233 -0.00177966 -0.00128342 0.00054582 0.000355556 0.000573693 -0.000603773 -0.00183871 0.00127815 -7.0692e-05 0.000258528 0.000510638 -0.000471337 -0.00144361 -0.000774193 -0.000844221 -0.00164286 -0.00237879 -0.00142995 -0.00122689 -0.00173545 0.00214925 -0.00223602 0.00156357
internal_weight=2948 588 2360 101 101 2259 1709 225 550 1484 1384 1261 52 123 593 668 546 516 303 122 92 198 503 253 206 237 188 66 160 526
internal_count=2948 588 2360 101 101 2259 1709 225 550 1484 1384 1261 52 123 593 668 546 516 303 122 92 198 503 253 206 237 188 66 160 526
cat_boundaries=0 18 20 22 24 41 42 43 45 46 47
cat_threshold=268435456 17 1611661312 2883584 524320 134217728 0 8192 67584 8192 0 0 0 0 67108864 0 4112 512 16793600 32 0 8192 17866752 2 131073 128 0 4 0 0 0 536870912 0 32 0 384 0 0 0 0 1073741824 33 88 0 164 67256386 136
is_linear=0
shrinkage=0.04


Tree=301
num_leaves=31
num_cat=12
split_feature=7 4 2 2 4 7 3 12 9 1 2 2 12 2 11 2 2 12 3 16 12 7 12 2 3 2 2 7 2 2
split_gain=2.29845 1.03055 0.644779 0.797877 0.534393 0.482632 0.59251 0.604675 0.532409 0.487577 0.55645 0.726517 0.456079 0.622285 0.442987 0.410276 0.910398 0.389784 0.364697 0.348592 0.669464 0.32922 0.31743 0.293736 0.29037 0.268224 0.202967 0.193014 0.299861 0.298855
threshold=0 4850.0000000000009 74.500000000000014 321.00000000000006 5157000000.000001 1 2014.5000000000002 2 3 5.5000000000000009 22.500000000000004 74.500000000000014 4 21.500000000000004 5 37.500000000000007 18.500000000000004 6 1997.5000000000002 7 8 9 10 23.500000000000004 1971.5000000000002 15.500000000000002 6.5000000000000009 11 15.500000000000002 27.500000000000004
decision_type=9 10 8 8 10 9 10 9 9 10 10 10 9 10 9 10 8 9 10 1 9 9 9 10 10 8 8 9 8 10
left_child=17 5 4 -4 -3 6 7 9 15 10 -2 -12 13 26 19 16 18 -1 -7 -14 -21 23 -16 -9 25 -23 -10 28 -19 -30
right_child=1 2 3 -5 -6 8 -8 21 12 -11 11 -13 14 -15 22 -17 -18 27 -20 20 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.7960009745886325e-06 1.0994463454057636e-06 -2.5027236870486634e-05 -0.00028612116774313234 -1.2652028886669903e-05 0.00071544889462323447 -7.3040315651444536e-05 -5.9457577982207983e-05 3.2716722033301752e-06 -4.8797358845164243e-05 -0.00016506646523954733 -5.0749069051967485e-07 3.2409260564836398e-07 -9.8196916214704399e-05 -2.9669031725360921e-05 1.7608152208563019e-05 3.1145394934271959e-05 -0.0001281686610492553 0.0005167573321725467 0.00067253295188005231 -2.4600136874458133e-06 1.4791030556680101e-06 -9.97945768468681e-06 2.9069228010573823e-06 4.3230391847961947e-09 1.9187985436925014e-05 -6.6278325002958864e-06 2.4743646606695281e-05 1.0620553964520846e-05 -0.00017308208475631633 3.648931878922126e-05
leaf_weight=110 38 73 36 40 36 71 41 83 25 26 32 25 26 46 367 37 26 45 29 100 127 28 737 152 45 76 44 319 35 30
leaf_count=110 38 73 36 40 36 71 41 83 25 26 32 25 26 46 367 37 26 45 29 100 127 28 737 152 45 76 44 319 35 30
internal_value=0.000282175 -0.00025915 -0.00311828 -0.00592208 -0.00112727 -1.64985e-05 -0.00103411 -0.000671937 0.000328068 -0.003 -0.001875 -0.00434483 0.000571814 -0.00174603 0.000780702 -0.00177011 -0.00296063 0.00261091 -0.00118812 -0.000712121 -0.00022807 0.000141772 0.00112646 0.00105691 -0.001275 -0.00251429 0.000514286 0.00317273 0.00132231 -0.00030303
internal_weight=2905 2366 185 76 109 2181 546 505 1635 121 95 57 1472 115 1357 163 126 539 100 253 227 384 1104 235 149 104 69 429 110 65
internal_count=2905 2366 185 76 109 2181 546 505 1635 121 95 57 1472 115 1357 163 126 539 100 253 227 384 1104 235 149 104 69 429 110 65
cat_boundaries=0 17 34 35 37 39 41 43 44 45 55 57 68
cat_threshold=268435458 49 1611661312 534528 524320 134217728 33554432 8192 65536 0 8192 0 67108992 0 67108864 0 4112 0 128 0 2097152 2 2 0 268566528 2048 32 0 384 0 0 0 0 128 85068800 256 4 83886080 2 67108896 2147483648 18464 34 2 1149984 0 128 0 0 0 0 0 131072 0 32 1066304 32 2 0 1074790400 0 32 0 0 0 0 0 8192
is_linear=0
shrinkage=0.04


Tree=302
num_leaves=31
num_cat=10
split_feature=7 7 9 12 12 7 3 3 1 0 0 0 8 0 0 5 1 1 12 3 3 0 0 3 0 0 0 18 0 12
split_gain=1.38549 1.01076 0.636824 0.569905 0.471498 0.537273 0.835634 0.401708 0.461368 0.695843 0.512399 0.379261 0.298449 0.353116 0.285932 0.283525 0.386235 0.324391 0.282707 0.27805 0.271004 0.199269 0.254334 0.188529 0.185287 0.182623 0.156153 0.148855 0.195184 0.199215
threshold=0 1 2 3 4 5 2015.5000000000002 2002.5000000000002 3.5000000000000004 37.750000000000007 40.250000000000007 42.710000000000008 6 15.500000000000002 35.850000000000009 3.5000000000000004 5.5000000000000009 4.5000000000000009 7 2019.5000000000002 2009.5000000000002 9.5000000000000018 14.500000000000002 1999.5000000000002 39.07500000000001 40.250000000000007 39.07500000000001 8 40.250000000000007 9
decision_type=9 9 9 9 9 9 8 10 10 10 10 10 9 10 10 8 8 10 9 8 8 8 10 8 10 10 10 9 10 9
left_child=-1 7 3 19 23 6 -6 8 26 -10 -11 20 14 21 -7 -8 17 -17 25 -3 -5 -14 -23 -4 -21 -15 -2 -20 29 -29
right_child=1 2 4 11 5 12 15 -9 9 10 -12 -13 13 18 -16 16 -18 -19 27 24 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00010247895776036226 0.002876728877486343 -8.7425131403851708e-06 -3.5238284697813817e-05 0.0010305239801746797 2.378755329858708e-05 3.9655179597008512e-06 2.6714926702955718e-06 6.2985449213629745e-06 -5.1291766536914164e-05 1.7632470412273293e-07 -9.0030697413240755e-05 -0.00014754783638441064 2.581532275502637e-06 2.4267188156819233e-07 -4.7142909299612244e-06 -6.065315836125242e-09 -1.6923051348978215e-05 -1.7318209765233333e-05 0.003340913715693217 -1.9813780607876995e-05 -5.4612539869921528e-07 -7.6962315283797767e-05 -7.370479734251531e-08 1.9865767634996701e-06 -0.00022445363308378077 -0.00040680641864650918 -4.6922117096855733e-05 5.7137742201424594e-06 -1.6467085950140451e-05 7.2799758156733444e-06
leaf_weight=229 31 34 45 34 56 35 33 32 47 50 25 64 44 113 98 25 38 92 62 26 160 25 90 840 58 26 37 254 56 196
leaf_count=229 31 34 45 34 56 35 33 32 47 50 25 64 44 113 98 25 38 92 62 26 160 25 90 840 58 26 37 254 56 196
internal_value=0.000236807 -2.04602e-05 0.000213121 -0.00128165 0.000482469 -2.23284e-05 -0.00166274 -0.00254077 -0.00335079 -0.00481301 -0.00236842 -0.000178439 0.000392079 0.000665907 -0.00130556 -0.00300529 -0.00371795 -0.00484746 0.0010565 -0.00347287 0.000697436 -0.001025 -0.00189655 0.00118304 -0.00498824 -0.00056 -0.000695652 0.00143696 0.00123077 0.00150776
internal_weight=2955 2726 2504 376 2128 1243 244 222 190 122 75 258 999 866 133 188 155 117 707 118 194 159 115 885 84 139 68 568 506 450
internal_count=2955 2726 2504 376 2128 1243 244 222 190 122 75 258 999 866 133 188 155 117 707 118 194 159 115 885 84 139 68 568 506 450
cat_boundaries=0 17 34 36 38 40 50 80 81 82 83
cat_threshold=268435456 1 0 8192 32 134225920 33554432 8192 0 0 0 0 0 0 67108864 0 1073745920 131074 268435456 0 0 0 64 0 268435456 33554432 0 32 128 268435456 268435456 0 0 128 262145 8212 16843040 32 67340576 2 1 128 67108864 2097152 0 0 0 536870912 67584 32 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 0 0 0 0 0 0 0 4096 8256 4 16777218
is_linear=0
shrinkage=0.04


Tree=303
num_leaves=31
num_cat=10
split_feature=8 7 12 11 2 4 2 8 13 2 2 12 12 2 1 2 1 5 2 3 3 2 2 7 4 4 15 2 2 2
split_gain=1.53857 0.615318 0.600458 0.628188 0.988632 0.524937 0.417424 0.40833 0.484848 0.630419 1.38806 0.514087 0.497526 0.499216 0.518754 0.40404 0.375519 0.387743 0.340485 0.335991 0.321063 0.301357 0.269275 0.26103 0.235069 0.314922 0.240916 0.22433 0.406774 0.395297
threshold=0 1 2 3 100.50000000000001 18214475000.000004 27.500000000000004 4 5 58.500000000000007 70.500000000000014 6 7 9.5000000000000018 5.5000000000000009 28.500000000000004 5.5000000000000009 2.5000000000000004 224.50000000000003 2019.5000000000002 1994.5000000000002 17.500000000000004 4.5000000000000009 8 293.00000000000006 642496500.00000012 9 7.5000000000000009 27.500000000000004 14.500000000000002
decision_type=9 9 9 9 8 8 10 9 9 10 10 9 9 8 10 10 8 8 10 8 10 8 10 9 8 8 9 10 10 10
left_child=2 -2 5 -4 6 -1 16 21 9 12 -11 -10 13 14 20 -15 17 -5 -6 -7 22 -3 -9 -13 -25 -26 -27 -14 29 -29
right_child=1 7 3 4 18 19 -8 8 11 10 -12 23 27 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-8.0084872117906647e-05 -1.5631922104039883e-05 1.4425019254710327e-06 8.4757034936317811e-05 -7.0155223646019179e-06 -0.00024338314173188798 -0.00010231634497125642 4.4933657175810698e-06 -3.8324615455361162e-05 6.1703372851000613e-06 -5.2179369473692292e-06 8.9495794347845624e-08 3.8369390021613697e-05 1.469684466672905e-05 5.6166995109682409e-06 1.0547896369510197e-05 -4.7896605739389065e-07 -4.4903513437990312e-05 1.0194855733234296e-06 -0.00053071945621247104 -3.1347414416732989e-07 0.00028054149806591515 4.7787141429921741e-06 -9.7595829933553823e-05 4.2512884759691335e-05 -4.0864176343443542e-06 -1.0926011007671991e-06 2.2104829162742626e-06 3.4809393135284691e-06 2.2233105344013711e-06 -2.5651715872474077e-06
leaf_weight=32 100 113 116 45 38 26 108 38 277 36 115 100 137 136 34 104 33 103 25 102 27 165 28 29 31 360 237 94 68 74
leaf_count=32 100 113 116 45 38 26 108 38 277 36 115 100 137 136 34 104 33 103 25 102 27 165 28 29 31 360 237 94 68 74
internal_value=0.000287858 0.000765774 -0.00145227 -0.00068476 -0.00152066 -0.00350877 -0.000565517 0.000908763 0.000692149 4.43474e-06 -0.00234211 0.00127847 0.00048583 -0.000560846 -0.00259375 0.000497925 -0.00173626 -0.00085906 -0.0060625 -0.00254264 -0.00412766 0.00232526 -0.00561194 0.000713542 0.000401198 0.000241654 0.000448161 0.00148958 0.000776371 -0.000284024
internal_weight=2931 2303 628 468 352 160 289 2203 1925 891 151 1034 740 367 127 240 181 148 63 128 93 278 66 757 657 628 597 373 236 168
internal_count=2931 2303 628 468 352 160 289 2203 1925 891 151 1034 740 367 127 240 181 148 63 128 93 278 66 757 657 628 597 373 236 168
cat_boundaries=0 30 38 40 43 70 71 72 74 91 92
cat_threshold=1073741824 8 4 0 2147483648 0 262144 0 0 0 0 33554432 0 512 0 4096 0 0 33558528 0 128 0 0 0 0 0 64 0 524288 4096 0 268435584 0 0 0 134225984 0 268435456 16916736 32 49152 0 524288 0 0 0 134217728 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 8192 256 524288 4194304 0 0 16384 4 2 199744 1288192 34 0 0 67108864 2048 0 0 0 536870912 2048 0 0 0 0 0 0 0 16 201326592
is_linear=0
shrinkage=0.04


Tree=304
num_leaves=31
num_cat=12
split_feature=7 8 12 9 9 12 2 2 7 2 2 0 0 11 5 12 6 2 2 2 2 2 2 8 0 3 2 5 3 11
split_gain=1.27877 0.660687 1.19213 0.662462 0.586165 0.584432 0.4887 0.460826 0.458104 0.569232 0.456636 0.384687 0.368651 0.414771 0.46631 0.448065 0.629991 0.433094 0.44899 0.399218 0.423584 0.444144 0.643392 0.324706 0.46847 0.337866 0.307108 0.284271 0.278645 0.273662
threshold=0 1 2 3 4 5 6.5000000000000009 33.500000000000007 6 12.500000000000002 99.000000000000014 24.500000000000004 6.5000000000000009 7 2.5000000000000004 8 9 620.00000000000011 77.500000000000014 66.500000000000014 12.500000000000002 17.500000000000004 28.500000000000004 10 40.250000000000007 2004.5000000000002 20.500000000000004 2.5000000000000004 2004.5000000000002 11
decision_type=9 9 9 9 9 9 10 10 9 8 10 10 10 9 10 9 9 8 10 10 10 10 10 9 10 8 8 8 8 9
left_child=5 2 6 -4 -3 8 -2 -8 9 -1 -9 -11 -6 27 15 16 19 18 -18 20 -15 -22 -23 24 -5 -25 -27 -14 -17 -30
right_child=1 4 3 23 12 -7 7 10 -10 11 -12 -13 13 14 -16 28 17 -19 -20 -21 21 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-6.6901984478374421e-05 -9.7549537444134075e-05 -5.2682220875891939e-05 3.7239878452364751e-05 0.00031055320502285788 -5.3747518686799609e-06 6.1455717387867698e-06 -5.8125569235739289e-07 -1.2783276778176353e-05 5.0339274027934296e-05 -1.715983341505289e-06 -1.9250561947820715e-05 2.5885462553941662e-05 -1.2072846924753678e-05 1.570955636247629e-05 -1.2397995723649671e-05 -7.2564523171184982e-05 -5.5177757483017355e-05 0.00026633186484904635 -0.00027292502155904663 5.6912801476040269e-06 -3.7953732482095696e-05 1.2343446023235696e-05 -2.1929267237451973e-07 -0.00022142410553964897 -3.663542452497056e-05 -3.232105354217142e-05 5.4259418746084933e-06 7.9862721114707558e-06 -5.4797793019422243e-08 6.5520628504134876e-06
leaf_weight=26 25 123 119 81 30 335 43 25 131 32 25 60 32 96 40 74 127 25 26 80 39 52 87 25 45 76 40 147 226 633
leaf_count=26 25 123 119 81 30 335 43 25 131 32 25 60 32 96 40 74 127 25 26 80 39 52 87 25 45 76 40 147 226 633
internal_value=0.000321258 -0.00010034 -0.00136699 -0.000241813 0.000253247 0.00197647 -0.00471318 -0.00370213 0.000446154 -0.00130233 -0.00627451 8.60217e-05 0.000449855 0.000531751 0.00030343 0.00042292 -0.000500921 -0.00237037 -0.0032987 0.000482192 -0.000232727 -0.00138547 -0.000314286 -0.00133813 0.000175183 -0.00260526 -0.00184615 0.00229474 0.000944915 0.00115814
internal_weight=2925 2341 504 386 1837 584 118 93 249 118 50 92 1714 1684 1505 1465 532 178 153 354 274 178 139 267 126 141 116 179 933 859
internal_count=2925 2341 504 386 1837 584 118 93 249 118 50 92 1714 1684 1505 1465 532 178 153 354 274 178 139 267 126 141 116 179 933 859
cat_boundaries=0 18 48 49 51 53 55 72 75 77 78 94 95
cat_threshold=268566530 17 1610612736 524800 2 0 0 805314560 65536 134218800 32 0 16 0 67108864 0 4096 128 1342177296 8 0 0 2147483648 1 262144 2147483648 0 0 0 2048 8192 512 0 4096 0 0 33554432 0 0 0 0 8 0 0 64 0 524288 4096 141632 0 20608 1 8208 1067010 32 0 0 0 0 0 0 0 536870912 65536 32 0 0 0 0 0 0 4096 2147500032 2147484672 4096 16818240 32 204 0 8 0 0 0 1 0 2147483648 0 0 0 0 0 512 0 4096 32
is_linear=0
shrinkage=0.04


Tree=305
num_leaves=31
num_cat=13
split_feature=8 14 11 11 7 10 15 6 1 4 0 9 0 4 0 7 9 8 1 4 3 5 1 3 3 5 3 14 0 1
split_gain=0.809533 0.611538 0.772854 0.611458 0.493138 0.430506 0.46002 0.419717 0.513218 0.414097 0.395083 0.371995 0.567255 0.378405 0.369569 0.306726 0.24745 0.294293 0.23543 0.283191 0.215467 0.249277 0.209201 0.208145 0.528285 0.181592 0.172587 0.159239 0.557532 0.43951
threshold=0 1 2 3 4 5 6 7 5.5000000000000009 2960.0000000000005 42.710000000000008 8 36.400000000000006 950.00000000000011 12.250000000000002 9 10 11 5.5000000000000009 6050.0000000000009 1996.5000000000002 2.5000000000000004 5.5000000000000009 2017.5000000000002 2004.5000000000002 2.5000000000000004 2007.5000000000002 12 38.20000000000001 5.5000000000000009
decision_type=9 9 9 9 9 9 9 9 8 10 10 9 10 10 10 9 9 9 10 8 8 8 8 10 10 8 10 9 10 8
left_child=1 2 10 4 -2 6 26 16 9 20 18 12 -4 -13 -8 -16 -6 25 19 -1 -9 -22 -7 24 27 -18 -5 -17 -29 -30
right_child=3 -3 11 5 7 22 14 8 -10 -11 -12 13 -14 -15 15 23 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-3.8827196691740314e-05 0.001810080179467711 8.5342954997855515e-06 -5.1050996253890518e-06 1.8793781262531047e-06 4.4995532231339569e-07 6.3375216274243894e-06 -6.6232232479230183e-06 3.1936803578383421e-05 0.00015381321541417547 -1.2388507484934093e-05 3.2731660726766718e-05 -5.6313303957819114e-05 -0.00033312427579372956 8.5022761183931356e-05 6.6775165350062447e-07 -4.6475230023706462e-07 -5.4476298667287765e-05 6.7336437144480332e-06 8.3647148821561947e-05 -5.476893935049624e-06 6.1115965977954515e-06 -1.8541082830889768e-05 0.003551824075397318 1.9068598724750738e-05 -0.00022438775132818878 1.9657132888425433e-06 -3.0508994010208789e-05 1.355613371160185e-05 2.3237240434360224e-05 -0.00016410869350351229
leaf_weight=25 109 165 26 238 116 72 47 35 96 25 46 65 80 36 103 299 41 364 27 156 47 348 55 25 25 117 26 96 31 25
leaf_count=25 109 165 26 238 116 72 47 35 96 25 46 65 80 36 103 299 41 364 27 156 47 348 55 25 25 117 26 96 31 25
internal_value=0.000237277 -0.00102983 -0.00177119 0.000578477 0.00115508 -0.000144349 -0.000453564 0.000896667 7.8292e-05 -0.000482456 -0.000241509 -0.00354128 -0.00526496 -0.00139286 -0.00102115 -0.000766942 0.00159014 0.00196623 -0.000995215 -0.00151648 -0.000185615 -0.000454545 0.00194203 -0.00116406 -0.00137526 0.000426036 0.000930909 -0.0010531 4.90799e-05 -0.00308772
internal_weight=2966 626 461 2340 1298 1042 915 1189 551 455 254 207 106 101 651 604 638 522 208 181 430 395 127 501 476 158 264 451 152 56
internal_count=2966 626 461 2340 1298 1042 915 1189 551 455 254 207 106 101 651 604 638 522 208 181 430 395 127 501 476 158 264 451 152 56
cat_boundaries=0 30 31 32 35 52 53 54 55 57 74 76 105 106
cat_threshold=1342177280 2056 0 0 2147483648 0 262144 2147483648 0 0 0 33556480 64 512 0 4096 0 0 33558528 0 0 0 0 0 0 0 0 0 0 4096 139264 16388 2147532804 1049600 524288 2 1 0 0 0 0 0 8192 2048 0 0 0 0 0 0 0 1073741824 256 2157969408 282 0 10240 0 0 0 0 0 0 131072 536870912 0 0 0 0 0 0 0 0 4096 0 16388 0 0 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 256 0 0 0 0 16384 0 0 524288 8192
is_linear=0
shrinkage=0.04


Tree=306
num_leaves=31
num_cat=9
split_feature=7 7 0 8 15 2 11 2 2 7 0 4 0 6 2 2 11 2 11 5 2 1 0 4 2 2 5 1 2 0
split_gain=1.75881 0.821391 0.706094 0.533387 0.415758 0.635435 0.441996 0.42059 0.40196 0.379421 0.398435 0.363406 0.448545 0.430541 0.31346 0.326259 0.346315 0.332523 0.308398 0.365462 0.366305 0.358691 0.40088 0.301679 0.267922 0.469396 0.218215 0.19323 0.468048 0.251619
threshold=0 1 42.250000000000007 2 3 1.5000000000000002 4 84.500000000000014 48.500000000000007 5 39.07500000000001 33.000000000000007 35.600000000000009 6 3.5000000000000004 70.500000000000014 7 56.500000000000007 8 1.5000000000000002 15.500000000000002 3.5000000000000004 38.20000000000001 199.50000000000003 31.500000000000004 20.500000000000004 1.5000000000000002 4.5000000000000009 88.500000000000014 47.250000000000007
decision_type=9 9 10 9 9 8 9 10 8 9 10 10 10 9 8 10 9 10 9 8 8 10 8 10 10 10 10 10 8 10
left_child=-1 2 18 -3 9 -6 7 8 24 -5 -11 13 -13 -8 -15 16 -16 26 -2 -20 -21 -22 -23 -14 25 -7 -18 -25 29 -29
right_child=1 3 -4 4 5 6 11 -9 -10 10 -12 12 23 14 15 -17 17 -19 19 20 21 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=3.5092503408570399e-05 9.4050796358098608e-06 2.2177040686383976e-06 -7.5953412849018545e-05 4.0903379174323297e-06 -2.9591979528601925e-05 -2.8981633179615074e-07 3.0359248004758468e-06 2.3865311060007893e-06 -6.6260961490073511e-07 -6.6537536322683384e-07 4.8171510074609961e-05 -5.3484714189858625e-05 -0.00016382186700835471 0.00016580108487878015 5.9335715361612949e-06 3.3293373418082467e-05 -9.2810541405373933e-06 -3.0566859925965266e-05 -7.3224664628803587e-05 4.7678485774850053e-05 0.0013694998271574915 -0.00010519299235583716 -2.334352127907129e-05 0.00016144723601633761 2.4138748322699392e-07 -1.446154990070881e-06 1.1467386059096565e-05 -2.9439236501262709e-06 -0.00083354017805111792 0.00010445667494243945
leaf_weight=248 106 255 40 115 63 86 146 42 56 131 92 28 28 52 110 143 590 26 26 48 30 61 49 58 54 40 32 125 36 25
leaf_count=248 106 255 40 115 63 86 146 42 56 131 92 28 28 52 110 143 590 26 26 48 30 61 49 58 54 40 32 125 36 25
internal_value=0.000218899 -8.43194e-05 -0.00183288 0.000192833 -2.29774e-05 -0.000274129 -0.000126341 -0.00155017 -0.0022616 0.00123782 0.000222222 0.000167376 -0.00106312 0.000505455 0.000178423 4.43474e-06 -0.000326746 -0.000679818 -0.00124611 -0.00206222 -0.00152381 -0.00255319 -0.0036036 -0.000556776 -0.00132597 -0.00233071 -0.000500802 -9.7959e-05 -0.000727273 0.000264901
internal_weight=2941 2693 360 2333 2078 1740 1677 278 236 338 223 1399 300 1099 953 901 758 648 320 214 188 140 110 272 180 126 622 244 186 150
internal_count=2941 2693 360 2333 2078 1740 1677 278 236 338 223 1399 300 1099 953 901 758 648 320 214 188 140 110 272 180 126 622 244 186 150
cat_boundaries=0 17 34 63 64 66 75 76 78 79
cat_threshold=268435456 1 1107304448 512 0 0 0 4202496 0 8192 0 0 144 268435456 67108864 0 4096 131074 268435584 262144 2048 0 8194 0 268435456 2048 0 0 128 0 0 0 0 1073741952 0 0 0 0 2147483648 0 0 2147483648 1 0 0 4 0 0 0 0 0 0 0 0 256 0 4194304 0 0 0 0 0 524288 2157969408 33 2147483648 0 0 0 0 0 0 0 131072 65536 8 49152 1049600 4
is_linear=0
shrinkage=0.04


Tree=307
num_leaves=31
num_cat=9
split_feature=7 7 9 8 8 0 0 0 9 2 4 2 11 3 3 2 1 6 2 0 2 2 2 2 2 0 9 0 2 2
split_gain=1.84614 0.58733 0.550399 0.444964 0.412396 0.401468 0.33544 0.329843 0.381078 0.697135 0.693234 0.412055 0.271387 0.34602 0.338143 0.380402 0.309821 0.393574 0.293686 0.463752 0.289875 0.251057 0.415504 0.281752 0.246142 0.232903 0.230214 0.218729 0.475215 0.202017
threshold=0 1 2 3 4 12.250000000000002 9.5000000000000018 15.500000000000002 5 12.500000000000002 101.00000000000001 27.500000000000004 6 2017.5000000000002 2010.5000000000002 13.500000000000002 5.5000000000000009 7 17.500000000000004 40.250000000000007 29.500000000000004 37.500000000000007 41.500000000000007 63.500000000000007 86.500000000000014 16.750000000000004 8 45.425000000000004 27.500000000000004 24.500000000000004
decision_type=9 9 9 9 9 10 10 10 9 8 10 10 9 10 10 8 8 9 8 10 10 10 10 10 10 10 9 10 10 8
left_child=-1 4 29 6 21 -5 -4 -6 10 -10 -9 -11 -7 14 15 16 17 -14 -17 26 -16 25 -23 -24 -25 -2 -20 28 -21 -3
right_child=1 2 3 5 7 12 -8 8 9 11 -12 -13 13 -15 20 18 -18 -19 19 27 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.192171727543506e-05 1.7666986764876291e-08 2.327269651887532e-06 -4.8490335178427679e-07 -4.5918086490403086e-05 -1.1937740778540479e-06 7.6882064628791725e-05 2.1800065279242133e-06 2.9641740001020989e-06 -0.00024872676122417452 2.5279172377599275e-05 -0.00012374850427180486 -0.00010420367044859643 2.6040512877302888e-05 0.00073471811986590722 -0.00024422799553590948 -2.5350701994753342e-05 0.00015213053949598635 -5.09964876203896e-06 -1.0149658283564041e-05 -0.00044020391080604128 1.7705794324850352e-05 -7.4135247792820072e-07 1.7174881532497985e-06 -1.4088885379239088e-06 5.0579723672970673e-07 5.3161766473799507e-06 1.8606391970485174e-05 9.518349771288657e-05 9.4479004478938074e-07 -7.7272240194533928e-05
leaf_weight=323 98 40 63 28 38 117 450 178 41 38 27 40 147 86 53 84 76 145 111 42 26 30 49 28 35 74 296 42 45 74
leaf_count=323 98 40 63 28 38 117 450 178 41 38 27 40 147 86 53 84 76 145 111 42 26 30 49 28 35 74 296 42 45 74
internal_value=0.000470427 0.000108729 0.000464876 0.000638859 -0.000896652 0.00023835 0.00162595 -0.00180161 -0.00142769 -0.00310769 -0.000277778 -0.00111392 0.000346184 0.000147766 -4.8689e-05 0.000153691 0.00117073 0.000573379 -0.000450886 -0.000104283 -0.00255 0.000172308 -0.00106294 7.07966e-05 -0.0016875 0.00120231 0.000558824 -0.00218462 -0.00331818 -0.002112
internal_weight=2924 2601 1925 1811 676 1298 513 362 324 119 205 78 1270 1153 1067 988 368 292 620 536 79 314 142 112 63 172 407 129 87 114
internal_count=2924 2601 1925 1811 676 1298 513 362 324 119 205 78 1270 1153 1067 988 368 292 620 536 79 314 142 112 63 172 407 129 87 114
cat_boundaries=0 17 35 37 63 92 94 97 98 100
cat_threshold=268435456 17 570425344 524288 589824 134217728 0 8192 0 402653184 32 2097408 16 268435456 0 0 4096 3 128 262144 0 0 8192 0 537001984 33619968 32 0 128 0 0 0 32 0 128 257 8192 0 12 0 0 2147483648 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 384 0 20971520 8 0 16384 0 0 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 256 0 16777216 0 0 0 0 0 524288 0 14352 0 1024 524288 324 0 4132
is_linear=0
shrinkage=0.04


Tree=308
num_leaves=31
num_cat=9
split_feature=7 8 12 5 2 2 8 11 12 2 3 2 0 2 3 2 9 2 0 12 2 3 2 12 2 2 2 0 2 0
split_gain=1.83112 1.03436 0.853399 0.578435 0.522698 0.699427 0.437176 0.563713 0.465984 0.587984 0.428137 0.419006 0.385781 0.739227 0.589148 0.495218 0.522836 0.512506 0.449768 0.384781 0.521714 0.358479 0.357224 0.292068 0.24207 0.235741 0.227411 0.220444 0.234601 0.202959
threshold=0 1 2 1.5000000000000002 35.500000000000007 129.50000000000003 3 4 5 7.5000000000000009 2005.5000000000002 13.500000000000002 15.500000000000002 28.500000000000004 2006.5000000000002 16.500000000000004 6 141.50000000000003 29.500000000000004 7 3.5000000000000004 1992.5000000000002 22.500000000000004 8 22.500000000000004 3.5000000000000004 161.00000000000003 39.07500000000001 89.500000000000014 15.500000000000002
decision_type=9 9 9 10 8 10 9 9 9 10 10 10 10 8 10 8 9 8 10 9 10 10 10 9 10 10 10 10 10 10
left_child=-1 2 11 4 -4 -6 -3 23 9 -9 21 25 13 -10 15 18 17 -17 -14 -20 -21 24 -13 -8 29 -2 -26 -24 -29 -11
right_child=1 6 3 -5 5 -7 7 8 12 10 -12 22 14 -15 -16 16 -18 -19 19 20 -22 -23 27 -25 26 -27 -28 28 -30 -31
leaf_value=3.0779062265524413e-05 -3.6810440406529346e-06 2.5986122390320265e-05 -4.8987392850419276e-06 1.9979455292736542e-05 -0.00013149006232537533 1.3023975379214078e-06 1.0351579785129313e-06 7.3142024199956243e-06 4.0274471955807558e-07 -2.7433994082806206e-07 2.0523207656760436e-05 -5.1235059853245393e-05 7.2466988299612734e-06 -7.7926219757282973e-07 -6.9510491313673167e-05 9.5272047131905812e-06 1.3109857901556955e-05 -0.00032106745675931187 6.281641947454558e-07 1.6815138191665313e-05 -7.6369629715565581e-05 -0.00030748973884224659 1.0115911273739381e-05 2.1092597709158329e-05 8.1016869570783244e-07 8.3547702413278304e-05 -3.0740706080461697e-06 2.0461453168214938e-05 -0.00014390472113875029 -1.1209432522704967e-06
leaf_weight=325 69 218 82 32 83 32 105 152 87 41 59 35 25 90 131 73 299 40 113 29 89 27 29 153 245 63 30 45 35 100
leaf_count=325 69 218 82 32 83 32 105 152 87 41 59 35 25 90 131 73 299 40 113 29 89 27 29 153 245 63 30 45 35 100
internal_value=0.000375894 1.67812e-05 -0.00158915 -0.00335 -0.00430303 -0.00603448 0.000408125 0.000206425 -7.3126e-05 0.000745865 9.54276e-05 -5.5749e-05 -0.000624113 -0.00231461 -0.000255 0.000227205 0.00108475 -0.00119355 -0.00115175 -0.0017069 -0.00316279 -0.000333333 -0.00154483 0.00190335 -3.83692e-05 0.00156391 0.000652174 -0.0004 -0.00148148 -0.00138028
internal_weight=2936 2611 505 229 197 115 2106 1888 1630 654 502 276 976 177 799 668 412 113 256 231 118 443 144 258 416 132 275 109 80 141
internal_count=2936 2611 505 229 197 115 2106 1888 1630 654 502 276 976 177 799 668 412 113 256 231 118 443 144 258 416 132 275 109 80 141
cat_boundaries=0 18 48 50 70 73 74 76 77 79
cat_threshold=268566528 1 1107304448 8192 2 2112 0 0 0 536871936 0 2097152 67108864 0 67108864 0 4112 512 0 0 0 0 1073741824 1 262144 2147483648 0 0 0 2048 0 512 0 4096 0 0 33558528 0 0 0 4194304 0 0 0 0 0 524416 4096 1097762 32 268435472 2048 0 0 0 0 0 0 0 0 0 4 10240 0 0 0 0 0 0 2048 49152 1536 4096 67333376 0 12324 1048578 16891906 2
is_linear=0
shrinkage=0.04


Tree=309
num_leaves=31
num_cat=6
split_feature=8 11 8 3 0 0 2 13 2 6 0 2 2 2 0 3 5 15 0 4 3 2 2 0 2 1 0 2 2 3
split_gain=0.846218 0.696519 0.69981 0.767066 0.480437 0.435874 0.685065 0.597452 0.85059 0.613096 0.593485 0.378671 0.46274 0.342627 0.350359 0.319708 0.381865 0.292725 0.817923 0.312893 0.288214 0.260743 0.323397 0.336975 0.239714 0.544679 0.198717 0.309984 0.286924 0.191369
threshold=0 1 2 2014.5000000000002 42.960000000000008 40.250000000000007 92.500000000000014 3 147.50000000000003 4 30.500000000000004 28.500000000000004 9.5000000000000018 70.500000000000014 18.500000000000004 2020.5000000000002 7.0000000000000009 5 30.500000000000004 2331015000.0000005 1995.5000000000002 8.5000000000000018 15.500000000000002 10.500000000000002 321.00000000000006 5.5000000000000009 39.07500000000001 15.500000000000002 33.500000000000007 1994.5000000000002
decision_type=9 9 9 10 10 8 8 9 10 9 10 10 10 10 10 8 8 9 10 8 10 10 10 10 8 8 10 10 10 10
left_child=4 -2 3 17 -1 7 20 8 9 13 -9 12 15 14 21 -11 -17 26 -19 -20 -7 -4 -23 -24 25 -21 -3 -28 -29 -16
right_child=1 2 5 -5 -6 6 -8 10 -10 11 -12 -13 -14 -15 29 16 -18 18 19 24 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=1.476345505129378e-05 7.5548092428299021e-06 -2.3561604179922583e-06 3.0164423675684443e-06 -2.5671095917624665e-05 -7.5966793493314482e-05 7.8502076594097087e-06 -0.00026979182282896438 -2.5200155291461109e-07 -7.2499165089637461e-05 0.00070279366826079496 8.4747469073443574e-05 -9.7229531488258176e-05 3.5912139030046627e-06 1.3158686429716454e-06 1.5752644592310437e-05 5.5983546308028911e-07 -6.6277729181137959e-05 1.192401526888534e-05 -6.4193690377568928e-05 8.2222662937767737e-06 -3.8415581334779391e-05 -8.7826345539200612e-07 3.9815418416244814e-06 -3.108243842561732e-07 3.518785156585736e-05 -6.632943158887447e-05 -3.7817923457654616e-06 4.3161177509033442e-05 -1.7371443516138843e-06 0.00067125279261185083
leaf_weight=305 400 77 51 31 43 130 57 146 35 31 463 59 128 58 119 33 72 62 43 52 40 33 55 139 63 38 61 27 36 37
leaf_count=305 400 77 51 31 43 130 57 146 35 31 463 59 128 58 119 33 72 62 43 52 40 33 55 139 63 38 61 27 36 37
internal_value=0.000497778 0.000241206 -4.38956e-05 -0.00135729 0.00231755 0.000344137 -0.0012807 0.0006 -9.29151e-05 0.000171569 0.00154194 -0.00116168 -0.000543396 0.0010497 0.00068046 -0.00216058 -0.00320755 -0.000965217 -2.97396e-05 -0.00129949 1.4814e-10 -0.000172043 -0.000754386 -0.000123077 -0.000441558 -0.00175824 -0.0020566 -0.001152 0.0008125 0.00219108
internal_weight=2924 2576 2176 490 348 1686 227 1459 850 815 609 323 264 492 434 136 105 459 258 196 170 278 227 194 153 90 201 124 63 156
internal_count=2924 2576 2176 490 348 1686 227 1459 850 815 609 323 264 492 434 136 105 459 258 196 170 278 227 194 153 90 201 124 63 156
cat_boundaries=0 26 29 58 59 60 61
cat_threshold=0 4 0 0 65536 1 0 0 1 0 0 4 2048 1048576 0 0 0 0 0 10240 0 524288 4194304 0 0 268468224 67158016 66048 524288 0 8 4 0 2147483648 0 0 2147483648 0 0 0 131072 8256 512 0 4096 0 0 4096 0 2147484032 0 0 0 0 0 64 0 524288 10 74 67108864
is_linear=0
shrinkage=0.04


Tree=310
num_leaves=31
num_cat=6
split_feature=8 0 2 8 9 3 17 2 3 2 8 0 15 2 2 3 2 2 3 2 3 2 2 3 3 0 4 2 0 3
split_gain=1.39068 0.981458 1.37168 0.573605 0.628266 0.997168 0.680023 0.387588 0.361893 0.34476 0.335199 0.385116 0.295059 0.572549 0.289385 0.274019 0.25839 0.255331 0.457083 0.408971 0.255465 0.251352 0.288246 0.239537 0.237143 0.213075 0.189706 0.317856 0.185476 0.176414
threshold=0 30.500000000000004 5.5000000000000009 1 2 2019.5000000000002 3 74.500000000000014 1997.5000000000002 14.500000000000002 4 48.175000000000004 5 155.00000000000003 147.50000000000003 1992.5000000000002 14.500000000000002 17.500000000000004 1977.5000000000002 4.5000000000000009 2010.5000000000002 21.500000000000004 45.500000000000007 2004.5000000000002 1999.5000000000002 36.400000000000006 1445190000.0000002 12.500000000000002 42.960000000000008 2010.5000000000002
decision_type=9 10 8 9 9 10 9 10 10 8 9 10 9 10 10 10 8 8 10 10 10 10 10 10 10 8 8 10 10 10
left_child=1 -1 -3 28 5 6 -5 8 9 -4 21 12 13 16 25 -9 23 18 19 -6 -19 -8 -23 -12 -18 -14 -21 -28 -2 -26
right_child=3 2 7 4 17 -7 10 15 -10 -11 11 -13 14 -15 -16 -17 24 20 -20 26 -22 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=2.7328667833932808e-06 0.0012683221367459083 -0.00010201442419993445 -3.0292570655983169e-06 -7.3969984000712017e-05 1.1663733683832683e-05 -3.7394267688533952e-05 1.7580238942349729e-07 -1.0864198517795538e-05 7.8537715450858737e-05 -6.2835767174977183e-07 2.7237114011095332e-06 -8.1783708658539903e-05 2.8561276719059354e-06 3.1838837576774568e-05 -5.0662318995254281e-05 -0.00010184890636671239 -3.6526023380789148e-07 1.0784336196815442e-05 0.0015365470369019159 1.6270197798343286e-06 -2.9882197236889533e-05 -6.0957596217440428e-05 -2.6412582911244658e-05 -1.9733391026692561e-05 2.62494215149491e-05 0.00030967120944682769 -2.7330806378637713e-06 -5.9804100690015039e-06 5.5123183441890842e-06 -1.4508614556200997e-05
leaf_weight=63 180 27 33 111 87 63 62 31 31 62 247 31 279 67 25 26 453 476 73 52 28 26 26 42 48 76 102 40 45 46
leaf_count=63 180 27 33 111 87 63 62 31 31 62 247 31 279 67 25 26 453 476 73 52 28 26 26 42 48 76 102 40 45 46
internal_value=0.000456911 -0.00221127 -0.0036019 0.000734421 0.000550385 7.93554e-05 0.000283117 -0.00232609 -0.00107087 -0.00229167 0.000522585 0.000706415 0.000819315 0.000407002 0.00173913 -0.00503448 0.000124253 0.00141772 0.000608451 -0.000127659 0.00201188 -0.001472 -0.00362264 0.00108966 -0.000386861 0.00207865 -0.00114872 -0.0019021 0.00262712 0.00143158
internal_weight=2958 273 210 2685 2460 1602 1539 183 126 95 1428 1314 1283 903 380 57 836 858 354 281 504 114 52 289 547 355 194 142 225 94
internal_count=2958 273 210 2685 2460 1602 1539 183 126 95 1428 1314 1283 903 380 57 836 858 354 281 504 114 52 289 547 355 194 142 225 94
cat_boundaries=0 29 55 57 58 72 73
cat_threshold=1073741824 8 4 0 1073741824 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483904 0 0 0 0 16384 64 0 524416 0 2048 0 134217728 0 1 524288 0 0 0 0 131076 0 0 268435456 0 0 0 0 8192 0 524288 0 0 0 268468224 384 2068 52 268435472 4 0 0 0 0 0 0 0 0 0 0 8192 512 202899456
is_linear=0
shrinkage=0.04


Tree=311
num_leaves=31
num_cat=11
split_feature=8 12 3 8 0 2 12 8 2 15 2 3 12 0 6 2 4 12 2 2 0 4 2 2 8 3 3 0 0 17
split_gain=1.46714 1.18389 0.559556 0.546284 0.435608 0.484612 0.30188 0.371531 0.531095 0.347538 0.539423 0.330856 0.325964 0.448237 0.336841 0.307342 0.521918 0.502941 0.474151 0.341045 0.288519 0.287623 0.46252 0.281206 0.273421 0.213576 0.211184 0.194736 0.25154 0.192514
threshold=0 1 2021.5000000000002 2 33.175000000000004 20.500000000000004 3 4 1.5000000000000002 5 29.500000000000004 2014.5000000000002 6 35.250000000000007 7 8.5000000000000018 1950.0000000000002 8 36.500000000000007 37.500000000000007 39.07500000000001 9950.0000000000018 39.500000000000007 8.5000000000000018 9 1995.5000000000002 2019.5000000000002 44.07500000000001 40.250000000000007 10
decision_type=9 9 10 9 10 10 9 9 8 9 10 8 9 10 9 8 8 9 10 8 10 10 8 8 9 10 8 8 10 9
left_child=1 26 3 -2 -3 -6 7 15 -9 10 -8 25 14 -14 20 -5 -17 19 -19 -18 -13 -15 -23 -22 -11 -10 -1 28 29 -26
right_child=2 4 -4 6 5 -7 9 8 11 24 -12 12 13 21 -16 16 17 18 -20 -21 23 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0001981850122639867 5.8150709310282123e-06 1.3315988606022807e-05 -1.9894951651877628e-05 2.4845448625153391e-06 -4.0029227821845921e-05 1.8162913786677683e-05 -0.00013812401728677392 -2.9855670220915243e-05 9.6414957109328738e-05 -7.6236887872126599e-07 3.8670138737465505e-06 0.00012772083842715857 -3.0067770289682047e-05 0.00011845374146591513 6.9722871990765912e-06 -4.3141797069949708e-05 6.8858626421563964e-06 -3.6269462425386268e-06 3.7040450372254093e-07 -3.326782238805491e-08 2.3924515533055271e-05 0.00033064371440334473 -3.1109687914048929e-05 -9.3092360240328164e-05 1.6959284151785311e-07 -2.8388412046704367e-05 -4.0365252197101897e-05 2.5428172753124598e-05 -7.7451727228771855e-06 2.7690801780173927e-06
leaf_weight=26 258 32 32 75 62 50 54 26 26 119 51 44 29 263 177 30 45 110 89 60 26 29 42 70 151 145 74 71 41 656
leaf_count=26 258 32 32 75 62 50 54 26 26 119 51 44 29 263 177 30 45 110 89 60 26 29 42 70 151 145 74 71 41 656
internal_value=0.000300945 -0.00260392 0.000569964 0.000635417 -0.000154839 -0.00134513 0.000440984 1.85044e-05 0.000481982 0.000911612 -0.0012069 0.000661972 0.00105727 0.00185027 8.5366e-05 -0.000961905 -0.00150448 -0.000996721 -0.00211429 0.0012069 -0.0013245 0.00231642 5.55557e-05 -0.00263918 0.00113632 -0.000906977 -0.00576577 0.00137204 0.00121555 0.00137129
internal_weight=2963 244 2719 2687 144 112 2429 1286 877 1143 105 851 680 363 317 409 334 304 199 105 140 334 71 96 1038 171 100 919 848 807
internal_count=2963 244 2719 2687 144 112 2429 1286 877 1143 105 851 680 363 317 409 334 304 199 105 140 334 71 96 1038 171 100 919 848 807
cat_boundaries=0 30 31 55 57 80 81 82 83 84 113 114
cat_threshold=1073741824 0 0 0 1073741824 0 0 0 0 0 0 33687552 64 0 0 0 0 0 33554432 0 256 0 0 0 0 32768 64 0 0 4096 16867330 0 2048 0 0 0 0 0 0 1 32768 0 4 0 0 0 0 0 0 0 10240 128 0 0 8 18006082 2 0 12 0 0 2147483648 1 262144 0 0 0 0 0 2048 0 0 0 0 0 4096 0 0 0 16777216 137363456 1097792 78 1179712 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 0 0 524288 44
is_linear=0
shrinkage=0.04


Tree=312
num_leaves=31
num_cat=11
split_feature=7 7 9 12 7 12 2 2 7 4 2 2 1 2 4 2 11 2 1 12 2 2 2 2 18 2 2 2 2 16
split_gain=1.69267 1.07532 0.593185 0.776202 0.656117 0.421504 0.547718 0.325887 0.312437 0.300436 0.277208 0.437349 0.330317 0.271513 0.300832 0.242376 0.472772 1.07362 0.487976 0.444652 0.437258 0.194913 0.18798 0.340226 0.156905 0.304299 0.152822 0.152482 0.354771 0.17171
threshold=0 1 2 3 4 5 80.500000000000014 14.500000000000002 6 33.000000000000007 89.500000000000014 104.50000000000001 5.5000000000000009 1.5000000000000002 9950.0000000000018 21.500000000000004 7 35.500000000000007 5.5000000000000009 8 114.50000000000001 131.00000000000003 4.5000000000000009 6.5000000000000009 9 6.5000000000000009 2.5000000000000004 13.500000000000002 6.5000000000000009 10
decision_type=9 9 9 9 9 9 8 10 9 10 8 10 8 8 8 10 9 10 8 9 10 8 8 10 9 10 10 10 10 1
left_child=-1 9 7 4 5 -4 27 24 -6 21 26 12 -12 -10 -15 19 -17 -18 20 -16 -19 -2 -21 -24 -3 -26 -5 28 -7 -29
right_child=1 2 3 10 8 6 -8 -9 13 -11 11 -13 -14 14 15 16 17 18 -20 22 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=1.8859746956617182e-05 -3.9527488160893662e-05 0.00052678957899217295 3.5701466418737975e-07 1.3319887537274744e-05 1.0179047670508485e-05 -7.1994975474094691e-05 3.2565621720833708e-06 -6.313660245076179e-05 -2.5369619120131221e-05 -6.7752756219145746e-05 -1.8757406191858977e-05 1.6276873556216771e-05 0.0001398526476634576 1.3897899212256321e-05 1.7105482369378774e-05 2.7515732778530634e-06 -0.0001144848701817693 1.1052232761676102e-06 3.8969103104940661e-05 1.2117482520677434e-05 -2.8443798480813124e-05 6.2910178517849706e-05 -0.0001625314577484515 1.3303493893436095e-07 -2.4129447600260698e-05 0.00054741669450868201 1.3675765980449256e-06 -6.6638219995010959e-05 2.3661487412732861e-05 -1.2915717257323882e-06
leaf_weight=346 158 40 120 68 118 31 60 54 31 25 54 105 46 93 104 126 43 51 29 65 27 26 58 170 25 25 687 59 29 78
leaf_count=346 158 40 120 68 118 31 60 54 31 25 54 105 46 93 104 126 43 51 29 65 27 26 58 170 25 25 687 59 29 78
internal_value=0.000285908 -6.88072e-05 0.000176153 0.000339373 -0.000300844 -0.00168041 -0.00258209 -0.00221935 0.000280778 -0.00274545 0.00119464 -9.70872e-05 -0.0019802 -1.48513e-05 0.000135593 -0.000160237 -0.00106859 -0.00248447 -0.000481481 0.000472362 -0.00212658 -0.00229189 -0.000355263 -0.000908297 -0.000879121 -0.00235294 0.00156085 -0.00369697 -0.00196721 -0.00443478
internal_weight=2951 2605 2396 2252 1292 377 257 144 915 209 960 205 100 797 766 673 276 150 107 397 78 184 293 228 90 50 755 197 60 137
internal_count=2951 2605 2396 2252 1292 377 257 144 915 209 960 205 100 797 766 673 276 150 107 397 78 184 293 228 90 50 755 197 60 137
cat_boundaries=0 15 33 35 37 54 55 72 73 75 76 77
cat_threshold=268435457 1 1644429312 262144 34 134217730 33554432 4202496 0 134217728 32800 0 0 268435456 67108864 0 268435456 0 2097152 0 8192 0 805306368 33554432 8192 0 256 0 0 0 0 128 384 256 8208 67168258 34 2 0 0 2048 0 0 0 131072 67584 32 0 128 0 0 0 0 4096 67119104 131072 128 1048576 4 0 0 0 0 0 0 0 0 0 0 0 0 1073741824 4 67125248 34 4 2
is_linear=0
shrinkage=0.04


Tree=313
num_leaves=31
num_cat=9
split_feature=7 7 6 12 12 12 2 2 2 15 3 2 15 2 1 4 13 0 0 0 0 2 2 1 2 2 2 3 0 0
split_gain=2.14288 1.05217 0.799642 0.895408 0.640723 0.521328 0.512206 0.481279 0.588478 0.432562 0.486014 0.510039 0.431135 0.397135 0.392188 0.408683 0.32338 0.759735 0.464427 0.315177 0.383854 0.531297 1.20672 0.416726 0.311425 0.301783 0.473537 0.23159 0.228385 0.22727
threshold=0 1 2 3 4 5 4.5000000000000009 10.500000000000002 100.50000000000001 6 2011.5000000000002 23.500000000000004 7 18.500000000000004 5.5000000000000009 345.00000000000006 8 43.175000000000004 42.710000000000008 45.425000000000004 32.500000000000007 129.50000000000003 28.500000000000004 5.5000000000000009 50.500000000000007 17.500000000000004 12.500000000000002 2015.5000000000002 20.500000000000004 16.750000000000004
decision_type=9 9 9 9 9 9 8 8 8 9 8 8 9 10 10 8 9 8 10 8 10 10 10 8 10 10 10 8 10 10
left_child=-1 6 4 9 12 14 -2 -8 -9 10 -4 13 29 -12 15 -5 18 25 24 20 -11 22 23 -22 27 26 -18 -17 -14 -3
right_child=1 2 3 5 -6 -7 7 8 -10 19 11 -13 28 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.2543108778905829e-05 0.00041184301491200968 -6.4265221662443374e-07 0.00023258903364605302 1.8968384442601135e-05 8.6533960948867703e-07 2.1144046606814856e-05 -0.00013516976101356898 -1.742002329358187e-06 -7.1387195739348503e-05 -3.0615991653186575e-07 -1.0961631265237265e-05 -6.4226936953925827e-05 -1.1427822177269042e-07 4.0579853921018435e-05 3.0234111108212534e-05 0.00028703830859049461 7.5050385850917047e-06 -0.0003027061519683734 4.5708877622134156e-05 8.2140992525852707e-05 -0.00018582124339207022 -0.00018548278815632313 0.00036031620014572395 -6.2888883353073982e-05 -5.6253448717034658e-05 3.4779584564139946e-05 -8.4276129968031072e-06 -4.5270095232625515e-05 2.0361987180629505e-05 -9.2186881729860016e-08
leaf_weight=321 26 102 66 29 661 190 51 113 32 43 85 58 120 27 75 36 108 51 29 25 48 32 26 41 25 142 31 138 111 93
leaf_count=321 26 102 66 29 661 190 51 113 32 43 85 58 120 27 75 36 108 51 29 25 48 32 26 41 25 142 31 138 111 93
internal_value=0.00023842 -0.000146286 0.000103204 -0.00056231 0.000899818 0.000203468 -0.00271245 -0.00353299 -0.00232877 -0.00198268 -0.00071255 -0.00187134 -0.000311213 -0.000283186 -0.000331852 -0.000684746 -0.000926916 -9.32943e-05 -0.00204184 -0.00327434 -0.00397906 -0.00494595 -0.00362069 -0.00582222 -0.00282 0.000723404 -0.0006 -0.00219429 0.000842975 -0.00165049
internal_weight=2935 2614 2392 1305 1087 854 222 196 145 451 236 170 426 112 664 589 560 332 228 215 190 147 115 89 199 281 139 174 231 195
internal_count=2935 2614 2392 1305 1087 854 222 196 145 451 236 170 426 112 664 589 560 332 228 215 190 147 115 89 199 281 139 174 231 195
cat_boundaries=0 18 36 37 39 41 42 43 44 45
cat_threshold=268435456 17 1644167168 2367488 34 2048 4194304 268443648 0 8192 32 0 16 0 67108864 0 0 512 131074 0 0 512 65536 134225920 0 536870912 33554432 0 0 256 0 0 0 0 1073741824 128 88 83910752 32 1097984 34 1148930 67108864 67108864 2
is_linear=0
shrinkage=0.04


Tree=314
num_leaves=31
num_cat=11
split_feature=7 8 12 8 0 7 4 2 12 2 2 3 6 2 9 2 2 2 1 3 1 12 12 2 2 3 2 12 2 2
split_gain=1.64495 0.95167 1.84644 0.654349 0.705565 0.381285 0.405982 0.44698 0.356769 0.591659 0.730656 0.486638 0.359224 0.401054 0.388788 0.453753 0.632874 0.443966 0.527779 0.359199 0.377478 0.355535 0.351595 0.380065 0.321542 0.305887 0.297629 0.291267 0.289702 0.34459
threshold=0 1 2 3 54.500000000000007 4 5368.5000000000009 49.500000000000007 5 28.500000000000004 1.5000000000000002 2007.5000000000002 6 20.500000000000004 7 37.500000000000007 14.500000000000002 4.5000000000000009 3.5000000000000004 2019.5000000000002 5.5000000000000009 8 9 99.000000000000014 15.500000000000002 2017.5000000000002 33.500000000000007 10 129.50000000000003 62.500000000000007
decision_type=9 9 9 9 8 9 10 10 9 10 8 8 9 8 9 10 8 10 10 8 10 9 9 8 10 8 8 9 10 10
left_child=-1 2 26 22 5 21 8 24 9 10 -7 -11 13 -10 17 16 -16 18 -14 -13 -21 -5 -3 -24 -8 -23 -2 -19 29 -29
right_child=1 3 -4 4 -6 6 7 -9 12 11 -12 19 14 -15 15 -17 -18 27 -20 20 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.5589546582845326e-05 1.0687996211058856e-05 -1.1995013164883474e-07 -5.0765570749990339e-05 3.9314186031525777e-06 -7.0388934993204189e-05 -2.4462076023801211e-05 -2.8257803479724574e-05 1.797925502112285e-06 -2.3104150847566956e-07 -9.2009294653100794e-05 7.024615564676818e-06 0.00041018888375100724 -0.00017367494807422727 4.9282091544414735e-05 -4.2401171937494376e-05 2.3053048682698173e-05 -0.00032319892271453251 2.1930079566345008e-07 1.1848333271356695e-05 7.6502092321820886e-08 -4.7098046054887621e-05 -0.00011484113199197878 8.7821149875824914e-06 -8.1271197281817166e-07 -0.00012826934911641704 7.8429553916227697e-07 -9.5533757771393822e-06 -1.3862013839521347e-06 1.6741086265743126e-05 -5.2160843448017665e-06
leaf_weight=389 74 131 132 119 31 27 49 38 57 39 343 28 29 52 63 31 67 136 78 127 25 39 265 25 26 174 36 226 34 41
leaf_count=389 74 131 132 119 31 27 49 38 57 39 343 28 29 52 63 31 67 136 78 127 25 39 265 25 26 174 36 226 34 41
internal_value=0.000206003 -0.000169213 -0.00249802 8.65428e-05 -0.00023492 -0.000134126 -0.000403405 -0.00270175 -0.000219373 0.000526667 0.00150943 -0.00110909 -0.000756363 0.0013 -0.00108939 -0.00276744 -0.00396947 -0.000547748 0.00174074 -0.000220994 -0.000993464 0.00107289 0.00149074 0.00225914 -0.00447368 5.35716e-05 0.00132231 -0.00112329 -0.00178205 -0.00228358
internal_weight=2931 2542 242 2300 1879 1848 1516 113 1403 589 370 219 814 109 705 161 130 544 107 180 152 332 421 290 75 213 110 437 301 267
internal_count=2931 2542 242 2300 1879 1848 1516 113 1403 589 370 219 814 109 705 161 130 544 107 180 152 332 421 290 75 213 110 437 301 267
cat_boundaries=0 17 47 48 72 83 85 86 88 89 91 92
cat_threshold=268451840 1 537141248 272388 32 134217728 33554432 8192 0 0 0 0 16 0 67108864 0 4112 0 2048 4 0 2147483648 0 0 0 0 0 0 131072 8192 0 0 0 0 0 4096 0 2147483648 0 4194304 0 0 32768 64 0 0 4096 67341312 268435472 0 0 0 65536 0 262144 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 384 0 0 8 0 16 1141899264 0 2 0 0 0 67584 48 32 147490 34 128 1 22528 67249504 215296 32 67118144
is_linear=0
shrinkage=0.04


Tree=315
num_leaves=31
num_cat=13
split_feature=7 8 9 7 12 8 0 3 7 12 8 2 2 15 12 17 12 2 2 3 2 2 2 2 5 3 2 2 2 2
split_gain=1.83885 1.33663 0.8833 0.515708 0.814021 0.714395 0.999924 0.614093 0.515336 0.53689 0.618011 0.383637 0.501075 0.369865 0.73908 0.352639 0.406739 0.340135 0.336624 0.335923 0.527393 0.277518 0.251861 0.319311 0.243576 0.232486 0.230216 0.32841 0.21831 0.21664
threshold=0 1 2 3 4 5 32.500000000000007 2021.5000000000002 6 7 8 19.500000000000004 2.5000000000000004 9 10 11 12 3.5000000000000004 19.500000000000004 2010.5000000000002 33.500000000000007 49.500000000000007 5.5000000000000009 15.500000000000002 1.5000000000000002 2000.5000000000002 17.500000000000004 29.500000000000004 12.500000000000002 3550.0000000000005
decision_type=9 9 9 9 9 9 10 8 9 9 9 10 10 9 9 9 9 8 10 10 10 10 10 10 10 10 8 10 10 8
left_child=-1 3 11 29 5 -5 -7 -8 -4 -10 -11 12 -3 14 19 22 26 -16 -19 -12 -21 28 -15 -24 -25 -20 -17 -28 -6 -2
right_child=1 2 8 4 21 6 7 -9 9 10 13 -13 -14 15 17 16 -18 18 25 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=2.3010841904732979e-05 4.9254921793545648e-06 -0.00019544401807234656 -1.1088800957468835e-05 -5.8545819508059859e-07 1.9979698540857929e-06 -7.7350681644787066e-06 -2.9494918973094425e-05 -5.9834515217133303e-05 -3.6647724220839488e-06 6.6698132320239666e-06 1.3320800152527963e-06 -0.00013012771838585307 0.0010242848676951205 -0.0003727696541476827 -1.8455244466276655e-05 1.4333326106494261e-05 7.3286137863968064e-06 6.9034066867855915e-06 -7.3317559498008405e-07 -2.4020085628276897e-05 3.0143663593628336e-05 -5.7424106960508204e-05 6.4307585115816849e-06 -0.00011996049505649125 7.3817324240171701e-05 9.9854608829016858e-06 -0.00026517580810924048 2.092603358268447e-06 3.3220925037165306e-05 -0.00013579931559260281
leaf_weight=329 94 33 113 106 77 30 35 65 116 240 430 49 31 33 35 30 369 105 159 70 25 33 90 44 31 39 26 46 29 31
leaf_count=329 94 33 113 106 77 30 35 65 116 240 430 49 31 33 35 30 369 105 159 70 25 33 90 44 31 39 26 46 29 31
internal_value=0.000398098 3.65716e-05 0.000478118 -0.00180039 -0.00253886 -0.00395142 -0.00595745 -0.00831683 0.000677933 0.000838336 0.00101402 -0.00280645 -0.000984615 0.00070512 0.00015103 0.00140588 0.002 -0.00128367 -0.000881579 0.00108209 -0.00104167 -2.66665e-05 -3.82774e-05 0.00060241 -0.00131579 -0.00184925 -0.000283186 -0.00153425 0.000971963 0.000441177
internal_weight=2943 2614 2114 500 375 236 130 100 2001 1888 1772 113 64 1532 863 669 471 338 303 525 95 139 198 165 75 198 102 72 106 125
internal_count=2943 2614 2114 500 375 236 130 100 2001 1888 1772 113 64 1532 863 669 471 338 303 525 95 139 198 165 75 198 102 72 106 125
cat_boundaries=0 17 47 49 66 68 97 114 116 142 143 145 146 147
cat_threshold=268435456 1 1107558400 2883584 524290 134217728 0 8192 0 0 32 64 0 0 67108864 0 4112 1342177280 8 4 0 0 0 0 0 0 32768 0 131072 64 0 0 4096 0 0 33558528 0 2147483776 0 0 0 0 49152 64 0 524416 4096 0 8208 0 128 0 0 0 0 131072 0 65536 0 0 128 0 0 0 0 1073741824 90466 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 128 0 0 0 0 0 0 0 524288 131073 0 536870912 2048 0 8192 0 268435456 33554432 0 0 0 0 0 0 0 128 2048 2 0 0 0 0 65536 0 0 2147483648 0 0 0 2052 2048 0 0 0 0 0 0 2048 256 0 0 8 0 268435456 68681728 16867362 32 41 16801824
is_linear=0
shrinkage=0.04


Tree=316
num_leaves=31
num_cat=13
split_feature=7 8 11 8 12 7 12 12 2 8 1 2 2 2 2 12 3 2 15 2 3 2 2 3 12 2 3 2 1 7
split_gain=1.98734 1.27787 0.685796 0.881153 0.743988 0.630489 0.566698 0.543999 0.511187 0.461516 0.665633 0.414359 1.37665 0.696553 0.414171 0.408093 0.600927 0.528962 0.405613 0.328186 0.312158 0.326851 0.34632 0.309785 0.309599 0.351116 0.687306 0.445296 0.253316 0.25207
threshold=0 1 2 3 4 5 6 7 34.500000000000007 8 5.5000000000000009 54.500000000000007 29.500000000000004 17.500000000000004 108.50000000000001 9 2013.5000000000002 68.500000000000014 10 12.500000000000002 2010.5000000000002 22.500000000000004 7.5000000000000009 1995.5000000000002 11 2.5000000000000004 1997.5000000000002 27.500000000000004 5.5000000000000009 12
decision_type=9 9 9 9 9 9 9 9 10 9 8 8 10 10 10 9 10 8 9 8 8 10 10 10 9 10 10 10 10 9
left_child=6 7 4 -4 28 23 29 8 19 -6 11 12 13 -11 -13 16 17 20 24 -2 -7 22 -22 -5 -17 -26 -27 -28 -3 -1
right_child=1 2 3 5 9 15 -8 -9 -10 10 -12 14 -14 -15 -16 18 -18 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-1.0420060564268259e-06 -0.00012791569956330863 -3.023896626053725e-06 4.9538841393465062e-06 -7.3774732262167296e-06 1.3075975890269372e-07 6.3125341396944016e-05 9.1231835891489446e-06 -8.3771748166199656e-06 -4.2826493787577355e-05 -2.492025531815975e-05 1.28728574162002e-05 1.0781289203796357e-05 -2.4169265906597947e-05 4.9915338380556447e-06 -1.3236147806887487e-05 4.3309827714176694e-05 4.4511846362420152e-05 -8.3370678946776997e-05 8.5385396071450661e-06 -0.00012142265054495966 9.3388791661610473e-07 2.0667313124596937e-05 -9.9983539657037951e-05 -0.0001116006651859602 -8.9110297765653543e-05 1.826498311445189e-05 -9.1292643730363532e-06 -8.2844665590746779e-05 2.5457371732824016e-07 1.0018368817594969e-05
leaf_weight=126 33 107 219 74 218 49 360 129 28 90 68 29 36 30 37 109 40 48 269 50 63 40 88 31 27 137 87 36 28 274
leaf_count=126 33 107 219 74 218 49 360 129 28 90 68 29 36 30 37 109 40 48 269 50 63 40 88 31 27 137 87 36 28 274
internal_value=0.000432287 -0.000180913 0.000162354 0.000683735 -0.000899082 0.000209198 0.00217899 -0.00286853 -0.00488525 -0.000169557 -0.00119601 -0.00229596 -0.00341401 -0.00132231 0.000358209 0.000529881 -0.000613569 -0.00127336 0.00109467 -0.00366667 -0.000497925 -0.00122917 -0.00207895 -0.00258621 0.000255528 -0.000442953 1.48441e-10 -0.00216129 -0.00342466 0.00107056
internal_weight=2960 2200 1960 1317 643 1098 760 240 111 508 290 222 156 120 66 993 328 288 665 83 240 191 151 105 396 287 260 123 135 400
internal_count=2960 2200 1960 1317 643 1098 760 240 111 508 290 222 156 120 66 993 328 288 665 83 240 191 151 105 396 287 260 123 135 400
cat_boundaries=0 18 48 51 80 81 98 100 101 124 126 127 128 135
cat_threshold=268435456 17 1174413312 2367488 34 134217728 131072 8192 0 268435456 8224 64 8388624 0 67108864 0 4112 512 1073741824 0 4 0 0 0 0 0 0 0 0 131072 0 512 0 4096 0 0 33558528 0 0 0 0 0 0 32768 0 0 0 4096 67125280 2147492864 524288 0 8 0 0 0 0 0 0 1 0 0 4 0 0 268435456 0 0 0 0 2048 0 0 20971520 0 0 16384 0 0 524288 1212672 0 128 1048576 0 0 0 0 131072 33554432 0 0 0 0 0 0 32 1073741824 1100802 32 73826 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 106528 2 201326592 1182976 0 0 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=317
num_leaves=31
num_cat=8
split_feature=7 4 6 7 3 17 2 0 0 0 0 4 6 0 4 3 3 3 2 2 2 3 4 2 11 10 2 2 7 3
split_gain=1.34662 0.68309 0.91389 0.64322 0.594521 0.451759 0.426004 0.372946 0.612524 0.286178 0.461697 0.417994 0.274874 0.269515 0.249428 0.289911 0.462605 0.26809 0.2477 0.295252 0.249135 0.226023 0.21402 0.20144 0.198069 0.218335 0.194574 0.178652 0.164944 0.195664
threshold=0 353375000.00000006 1 2 1995.5000000000002 3 9.5000000000000018 43.175000000000004 45.425000000000004 44.07500000000001 40.250000000000007 141.00000000000003 4 6.5000000000000009 642496500.00000012 2011.5000000000002 2002.5000000000002 1996.5000000000002 15.500000000000002 12.500000000000002 6.5000000000000009 1992.5000000000002 56089060000.000008 100.50000000000001 5 6 100.50000000000001 35.500000000000007 7 2016.5000000000002
decision_type=9 8 9 9 10 9 8 10 10 8 10 10 9 8 8 10 10 10 8 10 10 10 8 8 9 9 8 8 9 10
left_child=1 -1 26 28 6 9 -4 12 22 10 11 21 14 -14 -7 16 17 18 19 20 -16 -5 -9 -10 -15 -26 -3 -11 29 -2
right_child=3 2 4 5 -6 7 -8 8 23 27 -12 -13 13 24 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.5016034930454321e-05 1.5220223560840934e-06 8.4497687466780145e-05 -0.00012500388068323787 -5.0691836725723814e-06 -0.00012281359082003883 3.4506336633313176e-05 1.3769894376327953e-05 -0.00022788228762615306 2.0806782610183463e-05 -7.7989332462650456e-06 -0.00036084198529080509 2.3108951979957053e-05 -1.5281748632649e-06 5.7837459143707858e-06 -1.4545297489250118e-05 -2.7092330184272587e-05 0.00081992371106230579 -1.8474353824598167e-05 3.6885837683208433e-05 -5.3410497500523395e-05 1.3330885867963772e-05 -1.7200298036277831e-05 -8.6552963141423204e-05 -0.00031974718180777408 3.9370991393599576e-07 0.001585557929587751 -1.9394062384076655e-06 5.5257380746441675e-05 6.6934735630641004e-05 -6.6629421119937307e-06
leaf_weight=25 256 62 31 113 26 56 48 28 66 25 26 37 31 109 35 43 43 36 128 26 50 37 83 31 1112 121 41 27 145 29
leaf_count=25 256 62 31 113 26 56 48 28 66 25 26 37 31 109 35 43 43 36 128 26 50 37 83 31 1112 121 41 27 145 29
internal_value=0.000609498 -0.0022459 -0.00156938 0.000862426 -0.00396552 0.000585752 -0.00255 0.000792434 -0.000803828 -0.000942029 -0.00162617 -0.000914893 0.000982691 0.00125145 6.54207e-05 -0.000320442 0.000100314 -0.000507246 -1.66665e-05 -0.00139286 -0.000232558 -0.0018543 -0.00282143 0.0015102 0.00134624 0.0011672 0.00115789 0.00166038 0.00226757 0.00155405
internal_weight=2926 233 208 2693 105 2263 79 1998 208 265 213 187 1790 1373 417 361 318 275 239 111 85 150 111 97 1342 1233 103 52 430 285
internal_count=2926 233 208 2693 105 2263 79 1998 208 265 213 187 1790 1373 417 361 318 275 239 111 85 150 111 97 1342 1233 103 52 430 285
cat_boundaries=0 17 18 35 36 37 39 40 50
cat_threshold=2 0 0 2097152 0 8192 0 536870912 33554432 8192 0 384 0 268435456 0 0 128 280 268435456 129 33554432 2048 32 0 0 4202496 65536 1056 0 64 67108864 0 67108864 0 16 18 260 32768 1024 256 0 128 0 2048 32 0 0 0 65536 32
is_linear=0
shrinkage=0.04


Tree=318
num_leaves=31
num_cat=12
split_feature=8 7 2 12 7 2 2 16 2 8 2 0 12 11 17 2 12 2 0 3 3 0 15 0 2 2 0 13 2 2
split_gain=1.60967 1.1028 0.766177 0.716247 0.702954 0.787855 0.672201 0.622015 0.576004 0.552335 0.411606 0.938327 0.410545 0.486686 0.479033 0.468617 0.447215 0.431815 0.385624 0.54726 0.377602 0.328258 0.251286 0.319133 0.34897 0.236984 0.282478 0.233697 0.4197 0.398682
threshold=0 1 74.500000000000014 2 3 21.500000000000004 50.500000000000007 4 74.500000000000014 5 1.5000000000000002 29.500000000000004 6 7 8 50.500000000000007 9 105.50000000000001 40.250000000000007 2015.5000000000002 1992.5000000000002 33.175000000000004 10 23.500000000000004 17.500000000000004 92.500000000000014 40.250000000000007 11 33.500000000000007 15.500000000000002
decision_type=9 9 10 9 9 10 8 1 8 9 8 10 9 9 9 8 9 8 10 8 10 10 9 10 10 10 10 9 10 8
left_child=2 -2 3 6 5 -3 21 -4 -5 -6 11 -11 15 16 20 22 -14 -18 27 -20 25 -1 -12 -24 -25 26 -15 28 29 -16
right_child=1 4 7 8 9 -7 -8 -9 -10 10 12 -13 13 14 18 -17 17 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.2019161237355103e-05 2.7534755369152913e-05 4.1260261763157463e-05 -8.8242053860358122e-05 6.3374326433748908e-05 4.5094901215188829e-06 -6.3999240192552027e-05 4.1013043506452132e-05 -9.1015019051017338e-07 -0.00012904482047183309 3.8835845632892359e-06 1.2542367230540283e-06 -4.5141985244489814e-05 1.76958879406866e-07 -1.9001061016020869e-06 2.844917646044358e-07 5.7869774439564953e-06 -6.690700680085071e-07 -6.0688063283882142e-05 -7.1529634705644798e-05 1.2287678102098191e-05 -5.381261768897065e-05 -0.00017240684596186333 3.9778216853182566e-06 5.8003341158337129e-06 -0.00020794121603380655 -0.00012011766354658084 0.00012056973109029085 1.8493795847599862e-05 -4.0284290308241731e-06 3.3194790589107595e-05
leaf_weight=27 208 56 47 91 255 49 38 25 39 40 221 41 202 45 209 182 141 33 28 148 28 56 42 51 40 25 26 401 53 81
leaf_count=27 208 56 47 91 255 49 38 25 39 40 221 41 202 45 209 182 141 33 28 148 28 56 42 51 40 25 26 401 53 81
internal_value=0.000379652 0.000711009 -0.00223952 -0.00125397 0.000460133 -0.00258621 -0.00330303 -0.00591781 0.000851064 0.000611377 0.000384766 -0.00239024 0.000502811 0.000139763 0.000583886 0.00143327 -0.00107494 -0.00250811 0.000902256 -0.000768361 -0.00165926 -0.00557143 0.000608451 -0.00075 -0.00213043 -0.000577319 0.000611111 0.00131007 0.000485876 0.00109966
internal_weight=2928 2605 323 251 2397 105 121 72 130 2292 2037 81 1956 1420 1044 536 376 174 920 176 124 83 354 133 91 96 71 744 343 290
internal_count=2928 2605 323 251 2397 105 121 72 130 2292 2037 81 1956 1420 1044 536 376 174 920 176 124 83 354 133 91 96 71 744 343 290
cat_boundaries=0 30 47 49 66 67 97 99 102 103 104 105 106
cat_threshold=0 8 4 0 0 1 0 2147483648 0 0 0 33685504 64 0 0 4096 0 0 33554432 0 2147483648 0 0 0 0 32768 0 0 128 4096 16384 17 1107558400 8192 0 0 33554432 8192 0 134217760 0 0 16 0 67108864 32 1073741824 16796674 32 1 268435456 0 512 0 8194 0 0 0 0 8192 0 0 268435456 0 0 128 2 0 0 0 0 0 0 0 0 0 32768 0 4 0 1048576 0 0 0 0 0 8192 256 0 4194304 0 0 0 64 0 0 8192 16932864 32 67125280 2147483648 524288 3 1116194 69206016 2
is_linear=0
shrinkage=0.04


Tree=319
num_leaves=31
num_cat=11
split_feature=7 9 7 17 0 0 15 2 11 0 2 18 3 2 2 0 17 2 13 11 12 2 2 0 0 2 2 2 0 2
split_gain=1.20933 0.535584 0.616822 0.593201 0.41031 0.502032 0.400169 0.460666 0.389068 0.32792 0.292367 0.283161 0.264053 0.264018 0.260707 0.332747 0.235803 0.406155 0.26043 0.49932 0.463665 0.410105 0.462599 0.321861 0.299998 0.287011 1.1394 0.282476 0.250552 0.219609
threshold=0 1 2 3 40.250000000000007 35.600000000000009 4 70.500000000000014 5 35.250000000000007 19.500000000000004 6 1996.5000000000002 14.500000000000002 8.5000000000000018 40.250000000000007 7 1.5000000000000002 8 9 10 8.5000000000000018 17.500000000000004 43.175000000000004 40.250000000000007 60.500000000000007 71.500000000000014 51.500000000000007 24.500000000000004 26.500000000000004
decision_type=9 9 9 9 10 10 9 8 9 8 10 9 10 10 10 10 9 10 9 9 9 10 10 10 8 10 10 10 10 8
left_child=-1 3 4 11 5 29 7 13 -8 -5 -11 14 -7 -4 15 -2 17 -10 19 20 -18 -21 -23 25 -20 27 -27 -22 -24 -3
right_child=1 2 6 9 -6 12 8 -9 16 10 -12 -13 -14 -15 -16 -17 18 -19 24 21 23 22 28 -25 -26 26 -28 -29 -30 -31
leaf_value=1.1833145787704862e-05 2.3407362512561464e-05 -3.3781782072418308e-05 -4.2106881237264984e-05 -2.7262599425328531e-05 -0.00010179379839327065 1.7533265251462714e-05 2.0753280084738869e-05 7.4531780210880272e-05 -0.00012462576011094888 5.4985935687606256e-05 -5.5945476444793869e-05 -6.7460276714061801e-05 -8.8359726940844406e-05 -4.220565788375189e-05 1.226582179393276e-05 -0.00024280012651040539 3.4992417792186839e-06 2.7520401880688321e-07 9.5044122359088516e-06 -0.00028146399104715214 2.52627073926876e-07 6.0430809202414654e-06 -1.5397916413181211e-06 1.821757939230051e-05 -5.3684888049993422e-06 -2.9878312587887508e-06 7.4376883397398402e-08 2.7828784493586085e-06 -3.2036918059731267e-06 -3.491902501771243e-07
leaf_weight=203 26 31 32 50 32 88 124 46 43 136 118 37 30 40 26 29 230 71 259 28 726 42 31 74 46 33 131 36 115 36
leaf_count=203 26 31 32 50 32 88 124 46 43 136 118 37 30 40 26 29 230 71 259 28 726 42 31 74 46 33 131 36 115 36
internal_value=0.000337627 0.000110265 0.000349465 -0.00118245 -0.00163158 -0.000967742 0.000560907 -0.0016124 0.000698 -0.000203174 0.000376471 -0.00347287 0.000605042 -0.00372603 -0.00239024 -0.00392857 0.00054371 -0.001152 0.000660613 0.000428277 0.000741338 -0.00130396 -0.000677249 0.000356083 0.00170886 0.00015534 -0.00135758 0.000482307 -0.0017415 -0.00370588
internal_weight=2949 2746 2324 422 217 185 2107 118 1989 304 254 118 118 72 81 55 1865 114 1751 1446 1230 216 188 1000 305 926 164 762 146 67
internal_count=2949 2746 2324 422 217 185 2107 118 1989 304 254 118 118 72 81 55 1865 114 1751 1446 1230 216 188 1000 305 926 164 762 146 67
cat_boundaries=0 18 20 37 38 39 42 43 44 45 46 47
cat_threshold=268435456 1 1074012160 0 0 134217792 0 268443648 0 16 0 2097216 0 0 67108864 0 0 32768 256 8212 3 0 67108864 526336 0 8194 0 0 33554432 32 0 128 0 0 0 0 1073741824 41 135790592 32768 1114112 524288 4 48 6 16420 67118336
is_linear=0
shrinkage=0.04


Tree=320
num_leaves=31
num_cat=9
split_feature=8 8 12 15 0 0 13 0 2 2 4 2 3 5 2 2 1 2 3 2 3 6 2 6 4 2 15 11 0 0
split_gain=1.0076 0.634499 0.58514 0.477236 0.42675 0.711087 0.72994 0.585425 0.507929 0.502365 0.439552 0.46457 0.551135 0.377868 0.526985 0.330498 0.327183 0.317849 0.304757 0.304396 0.492445 0.291001 0.280929 0.280268 0.264362 0.256127 0.254855 0.422503 0.265632 0.34656
threshold=0 1 2 3 45.425000000000004 40.250000000000007 4 30.500000000000004 19.500000000000004 70.500000000000014 133.00000000000003 33.500000000000007 2012.5000000000002 3.5000000000000004 47.500000000000007 2.5000000000000004 5.5000000000000009 4.5000000000000009 1998.5000000000002 35.500000000000007 1999.5000000000002 5 6.5000000000000009 6 141.00000000000003 16.500000000000004 7 8 42.710000000000008 35.850000000000009
decision_type=9 9 9 9 8 10 9 8 10 8 10 10 10 8 10 8 10 10 10 10 8 9 10 9 10 10 9 9 10 10
left_child=26 18 3 15 5 6 10 9 -7 25 11 12 -4 14 -5 -3 -13 -17 24 20 -19 -9 -23 -22 -2 -8 -1 -28 29 -29
right_child=1 2 4 13 -6 8 7 21 -10 -11 -12 16 -14 -15 -16 17 -18 19 -20 -21 23 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=3.3758272524314643e-06 -6.5142631411624002e-05 -3.8810663939805894e-05 1.0955220705581794e-06 3.2409581598511482e-06 4.2367318578941218e-05 -0.00011794793433590238 -4.1826670198305553e-06 0.00010806747356509321 -0.0001690556375375471 -6.8994240682830293e-06 -0.00026696033091779111 -9.2839272118680945e-07 -0.00010492305607900651 5.4755016255593439e-06 -9.6121815900157476e-07 3.6384024505322545e-05 5.5756290242044296e-08 -0.00018561192479446751 1.7303746936848046e-05 9.7859753837339521e-07 -1.3039439561222723e-06 -1.671282434072342e-05 1.6718740054825952e-05 4.4123756164154916e-06 3.0690711094372512e-05 2.1331226312851638e-06 9.5632480985586492e-05 1.2805935072514514e-06 5.6904452822059596e-05 -2.3163278408998389e-05
leaf_weight=313 57 44 209 147 33 48 35 164 28 39 31 89 30 301 27 37 39 29 25 199 100 27 114 249 25 87 190 114 51 67
leaf_count=313 57 44 209 147 33 48 35 164 28 39 31 89 30 301 27 37 39 29 25 199 100 27 114 249 25 87 190 114 51 67
internal_value=0.000472025 4.13671e-05 0.000200284 0.000814685 -0.00051626 -0.000680127 -0.000351445 0.000721174 -0.00436364 -0.00120988 -0.00158435 -0.00122826 -0.000183333 0.00176955 0.00032 0.000107623 -0.00316279 0.00035122 -0.00281356 0.000117647 -0.000548813 0.00176471 0.000289474 -0.000125714 -0.00424096 6.50408e-05 0.00174263 0.00103464 -0.000131687 -0.000857143
internal_weight=2948 2213 2106 1133 973 940 864 466 76 161 398 367 239 475 174 658 128 614 107 577 378 305 141 349 82 122 735 422 232 181
internal_count=2948 2213 2106 1133 973 940 864 466 76 161 398 367 239 475 174 658 128 614 107 577 378 305 141 349 82 122 735 422 232 181
cat_boundaries=0 27 56 57 58 59 60 61 62 65
cat_threshold=0 10 0 0 0 0 0 2147483648 1 32768 0 2052 2048 1049088 0 4096 0 0 0 10240 128 0 4194304 0 0 1342193664 64 0 2048 4 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 0 0 524416 67224834 67108864 2 156 264 69206016 4 0 524288
is_linear=0
shrinkage=0.04


Tree=321
num_leaves=31
num_cat=12
split_feature=7 8 8 7 12 7 3 14 0 6 0 5 3 11 12 0 0 12 3 0 0 12 0 5 5 3 1 0 0 0
split_gain=1.52247 1.25222 0.719669 0.759779 0.76601 0.366413 0.353556 0.330567 0.567381 0.347649 0.636112 0.369715 0.503413 0.22339 0.78751 0.415584 0.298398 0.295061 0.398645 0.311838 0.227202 0.215055 0.171558 0.169222 0.150223 0.240526 0.148631 0.123345 0.10464 0.103563
threshold=0 1 2 3 4 5 1988.5000000000002 6 40.250000000000007 7 36.900000000000006 2.5000000000000004 2014.5000000000002 8 9 42.960000000000008 14.500000000000002 10 1962.0000000000002 23.500000000000004 18.500000000000004 11 32.500000000000007 1.0000000180025095e-35 2.5000000000000004 1989.5000000000002 2.5000000000000004 38.57500000000001 43.175000000000004 35.600000000000009
decision_type=9 9 9 9 9 9 10 9 8 9 10 8 8 9 9 10 10 9 10 10 10 9 10 10 8 10 10 10 10 10
left_child=22 21 24 -4 -5 6 -6 9 29 13 -11 -12 -13 15 20 17 -16 -7 19 -19 -15 27 -1 -21 -3 -26 -24 -2 -23 -9
right_child=1 2 3 4 5 7 -8 8 -10 10 11 12 -14 14 16 -17 -18 18 -20 23 -22 28 26 -25 25 -27 -28 -29 -30 -31
leaf_value=8.9102643817875529e-07 5.8643403097998408e-07 -1.2540589152313563e-07 -3.7456544882991573e-05 9.0992707721366759e-07 0.00010138782108766024 -1.1823634918778706e-06 -2.9943874997119795e-05 1.3145922932499953e-05 -0.00011702391755739182 -0.00019872935529692345 0.00011716150560584284 7.0001401442703348e-06 -9.8608495141925509e-05 9.1895778478140907e-08 1.3053679895748834e-05 3.7249709763395709e-05 -2.2107538523149565e-06 9.2806781008494577e-06 0.0011547273750077355 -2.4242387553495926e-06 6.0984924957652787e-06 6.8484910232869713e-06 2.1982324055057033e-05 4.6943676245762405e-06 -9.8396268855423816e-05 -4.0986246282238005e-06 3.827087340666602e-05 1.5005663248522999e-05 1.1347165702852112e-05 0.00027558114889071161
leaf_weight=75 64 31 113 493 158 154 79 51 82 26 30 72 151 87 30 59 237 39 46 100 41 189 48 41 51 29 207 80 25 93
leaf_count=75 64 31 113 493 158 154 79 51 82 26 30 72 151 87 30 59 237 39 46 100 41 189 48 41 51 29 207 80 25 93
internal_value=0.00041717 9.16606e-05 -0.000255208 -8.75511e-05 9.42309e-05 -0.000337744 0.00108065 -0.000595555 0.000776371 -0.000879003 -0.00208276 -0.00152756 -0.00208929 -0.000454438 -0.001133 0.000168889 -0.00234532 -0.00031496 0.000607595 -0.000220994 0.0013813 0.00225474 0.00293255 -0.00109859 -0.0032459 -0.00444444 0.00351563 0.000877419 0.00309333 0.00231724
internal_weight=2981 2651 2293 2182 2069 1576 237 1339 226 1113 279 253 223 834 395 439 267 380 226 180 128 358 330 141 111 80 255 144 214 144
internal_count=2981 2651 2293 2182 2069 1576 237 1339 226 1113 279 253 223 834 395 439 267 380 226 180 128 358 330 141 111 80 255 144 214 144
cat_boundaries=0 18 45 71 88 89 106 107 108 110 111 112 113
cat_threshold=0 1 1141112832 8192 524320 0 0 8192 0 402653232 0 128 8388608 0 67108864 0 0 256 16 0 0 0 2147483648 1 0 0 0 32768 0 4 0 0 0 0 0 0 0 8192 128 0 4194304 0 0 268451840 64 0 2052 0 0 1073741824 0 0 0 0 0 0 0 64 0 0 0 0 0 0 0 2147483648 0 0 0 0 32768 1 0 0 0 0 0 0 268435456 33554432 0 0 256 0 268435456 0 0 1073741824 83200 131072 144 1056768 2048 2 0 33554432 0 2048 0 0 0 0 0 0 0 4096 139280 394 49156 2147483648 84936736 17825826 123200
is_linear=0
shrinkage=0.04


Tree=322
num_leaves=31
num_cat=18
split_feature=7 7 12 8 1 12 9 9 16 3 7 8 13 6 3 1 5 12 3 1 5 12 3 16 3 18 1 18 12 3
split_gain=1.30031 0.954375 0.592839 0.545483 0.73636 0.493145 0.673438 0.625945 0.6316 0.487793 0.357748 0.374881 0.356376 0.339112 0.302297 0.331291 0.270684 0.263624 0.260735 0.301188 0.211733 0.199443 0.192944 0.18698 0.390474 0.343346 0.137767 0.134173 0.132938 0.130636
threshold=0 1 2 3 2.5000000000000004 4 5 6 7 2014.5000000000002 8 9 10 11 1962.0000000000002 4.5000000000000009 4.5000000000000009 12 2012.5000000000002 5.5000000000000009 1.0000000180025095e-35 13 2012.5000000000002 14 1997.5000000000002 15 5.5000000000000009 16 17 1994.5000000000002
decision_type=9 9 9 9 8 9 9 9 1 10 9 9 9 9 10 10 8 9 8 8 10 9 8 1 10 9 10 9 9 10
left_child=-1 2 23 9 -5 7 13 10 12 28 -6 22 -9 29 15 -8 -13 18 -18 -20 -4 26 -12 24 25 -2 -15 -17 -3 -7
right_child=1 3 20 4 5 6 14 8 -10 -11 11 16 -14 21 -16 27 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.099689528487699e-05 0.00046357399585203517 2.0239978557440405e-06 -4.2173220759493752e-05 -1.1657892215406496e-05 1.3744441154983633e-07 -1.925762176626979e-05 2.0051896338682854e-05 4.2997392000055053e-06 -6.5087502640379516e-06 -0.00011061827208982112 -1.3830392854784332e-05 -1.9827322941130416e-05 0.000459390185653431 1.1354773893857215e-07 0.00064005414951993293 2.2205310154600748e-05 1.5192599515772878e-05 -3.1677870664325598e-05 -5.4044330919456997e-06 2.7099370879584102e-06 -3.1569932675742378e-06 3.3200715217544418e-06 9.0840327588473923e-06 4.2272389200360414e-05 9.0981660248537973e-05 -3.9085424382191982e-05 3.1093173308315848e-06 -0.00016314588491188927 4.9706575126592599e-06 3.3319925636307394e-05
leaf_weight=222 29 100 149 26 129 87 39 116 36 27 25 50 119 279 47 25 51 117 217 91 27 317 85 43 33 59 61 83 218 32
leaf_count=222 29 100 149 26 129 87 39 116 36 27 25 50 119 279 47 25 51 117 217 91 27 317 85 43 33 59 61 83 218 32
internal_value=0.000257143 1.02641e-05 -0.00193732 0.000296483 4.30741e-05 0.00013154 0.00077472 -0.000473734 0.00114894 0.00174157 -0.0010567 -0.00144668 0.00194915 0.00130114 -0.0012878 -0.00224324 -0.00189199 -0.00162683 -0.000983784 -0.00144984 -0.00350802 0.00165868 0.000661157 -0.000137143 -0.00095082 -0.00233708 0.000911681 -0.00337615 0.00223198 -0.000646154
internal_weight=2939 2717 340 2377 2032 2006 970 1036 271 345 765 636 235 776 194 147 526 476 359 308 176 657 110 164 121 88 340 108 318 119
internal_count=2939 2717 340 2377 2032 2006 970 1036 271 345 765 636 235 776 194 147 526 476 359 308 176 657 110 164 121 88 340 108 318 119
cat_boundaries=0 18 36 38 65 67 69 71 72 89 112 113 114 116 117 118 119 120 121
cat_threshold=268435456 1 1140850688 0 0 64 0 8192 33554432 134217728 0 0 8388624 0 67108864 0 0 128 131075 128 536870912 524288 65536 8194 0 536870912 0 8192 0 128 0 268435456 0 32 128 256 1048834 32 268435456 2048 0 0 2147483648 1 0 2147483648 0 0 0 2052 0 0 0 0 0 0 0 10240 128 524288 0 8 0 49152 64 16787522 34 1 22560 0 30720 2 0 0 0 0 2 0 0 131072 0 0 0 0 0 0 0 0 4096 0 4 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 4096 0 0 0 4194304 10 192 16785410 32 68206848 2 4 4 76064
is_linear=0
shrinkage=0.04


Tree=323
num_leaves=31
num_cat=8
split_feature=8 7 8 2 0 3 16 2 11 7 0 3 0 4 2 4 4 14 2 2 5 2 2 2 0 1 6 3 2 2
split_gain=1.65557 0.985805 1.17173 0.822094 0.505068 0.626422 0.425906 0.568769 0.327122 0.542048 0.622411 0.586053 0.510764 0.460846 0.464154 0.408614 0.777136 0.434235 0.34514 0.437532 0.326735 0.290137 0.326082 0.27236 0.287321 0.269762 0.286676 0.30868 0.244481 0.233165
threshold=0 1 2 725.00000000000011 40.250000000000007 1996.5000000000002 3 14.500000000000002 4 5 40.250000000000007 2018.5000000000002 18.500000000000004 6050.0000000000009 5.5000000000000009 54014.000000000007 2025703500.0000002 6 147.50000000000003 92.500000000000014 10.500000000000002 23.500000000000004 8.5000000000000018 30.500000000000004 38.20000000000001 5.5000000000000009 7 2015.5000000000002 55.500000000000007 7.5000000000000009
decision_type=9 9 9 10 10 10 1 8 9 9 10 10 10 8 10 8 8 9 10 8 8 10 10 8 10 10 9 10 8 10
left_child=3 -2 -3 4 5 6 7 29 13 10 12 15 -10 14 -4 -11 -17 18 19 21 -16 22 -18 24 -19 26 -15 -28 -9 -1
right_child=1 2 8 -5 -6 -7 -8 28 9 11 -12 -13 -14 25 20 16 17 23 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.5796744893528321e-06 3.0496879525593243e-05 7.9451668947725781e-06 0.00036921989412326182 -0.00015547841989263663 6.802798171737954e-05 -7.6476324572569861e-05 3.5288134346470402e-06 1.581091646044865e-05 4.3112305692420507e-08 6.1560143464584993e-05 -6.4492524656415554e-05 -4.3818122161180097e-05 0.00014836582841078885 2.8715570207149065e-06 -3.748717638354628e-05 -4.8792319675530868e-05 -5.8394223431250556e-05 1.136756186618149e-05 -0.00010589431173032604 5.3922784823017391e-06 -1.8784667081407818e-05 -8.4988338301661781e-07 4.1883177028278699e-06 9.8975512447306045e-06 -9.8378749761784815e-05 2.1039109890129158e-05 -1.580276266317663e-05 3.555270860774298e-05 -2.0918312204565686e-05 -3.2586782643188643e-05
leaf_weight=28 313 401 27 28 25 68 87 53 146 42 59 25 124 276 34 27 52 57 33 47 33 146 73 172 34 108 287 43 29 50
leaf_count=28 313 401 27 28 25 68 87 53 146 42 59 25 124 276 34 27 52 57 33 47 33 146 73 172 34 108 287 43 29 50
internal_value=0.000446721 0.000807782 0.000506868 -0.00202639 -0.00152493 -0.00196203 -0.00101613 -0.00223602 7.54312e-05 -0.00039313 0.000929412 -0.00101252 0.00177122 0.000673993 -0.00193684 -0.000801169 -0.00105296 -0.000754471 -0.00164641 -0.001279 -0.00370588 -0.00189706 -0.00047619 0.000481752 -0.00126087 0.00102937 0.000698517 -0.000117302 9.63857e-05 -0.00465823
internal_weight=2927 2559 2246 368 340 315 247 160 1845 1037 329 708 270 808 94 683 641 614 351 318 67 271 125 263 91 714 606 330 82 78
internal_count=2927 2559 2246 368 340 315 247 160 1845 1037 329 708 270 808 94 683 641 614 351 318 67 271 125 263 91 714 606 330 82 78
cat_boundaries=0 30 48 71 72 74 91 92 93
cat_threshold=0 12 4 0 0 0 0 0 1 0 0 33685504 0 0 0 0 0 0 33554432 0 2147483904 0 0 8 0 32768 64 0 524288 4096 268435456 33 262144 2361344 34 64 0 8192 2048 134217728 0 0 0 0 67108864 0 1073741824 128 268435456 2048 0 0 2147483648 0 0 0 0 0 0 2052 10240 0 0 0 0 0 4096 8192 128 0 4194304 2 49156 512 1 0 0 0 0 0 131072 0 65536 32 32 0 16 0 0 0 4112 139264 344
is_linear=0
shrinkage=0.04


Tree=324
num_leaves=31
num_cat=9
split_feature=7 7 8 14 9 0 12 2 13 12 3 3 0 0 0 2 0 0 2 0 3 5 12 2 2 2 2 2 3 0
split_gain=1.02131 0.748626 0.631948 0.519641 1.04009 0.879875 0.55891 0.574794 0.546409 0.511361 0.411314 0.443784 0.400865 0.372176 0.368611 0.314359 0.445059 0.8992 0.46195 0.319927 0.313601 0.312131 0.269654 0.549467 0.252789 0.284295 0.242235 0.236875 0.234215 0.213903
threshold=0 1 2 3 4 42.250000000000007 5 14.500000000000002 6 7 2009.5000000000002 2020.5000000000002 18.500000000000004 47.750000000000007 33.175000000000004 27.500000000000004 23.500000000000004 37.250000000000007 18.500000000000004 23.500000000000004 2004.5000000000002 2.5000000000000004 8 77.500000000000014 41.500000000000007 60.500000000000007 22.500000000000004 28.500000000000004 2010.5000000000002 42.250000000000007
decision_type=9 9 9 9 9 10 9 10 9 9 8 8 10 10 10 10 10 10 8 10 10 8 9 10 10 10 10 10 10 10
left_child=20 -2 21 9 5 26 10 28 12 -4 -6 -12 24 22 -14 16 -13 -18 -19 -17 -1 -3 23 27 -9 -26 -5 -10 -8 -16
right_child=1 2 3 4 6 -7 7 8 13 -11 11 15 14 -15 29 19 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.7906817265934593e-06 7.3198477311465037e-05 2.9533093987018711e-06 1.4768074841341489e-07 -1.7027771617626569e-06 0.00021962938798905795 -0.0013593568839559925 7.0287872405610414e-06 -6.585508267594407e-07 -1.1187512611171308e-06 9.3070024074366099e-06 -0.00025494000040132648 1.8542950167177794e-06 1.1490019855165506e-05 -0.00020654013452839581 -6.0820771449430897e-06 -2.1624022124067125e-07 -6.8075615651367845e-05 0.00010459441116066639 -0.00035107839012569911 8.8636572902563683e-06 -6.7368404421393926e-05 5.7142324453444495e-06 5.5526486480789717e-06 -0.00013672443898051696 1.1609534296159475e-06 -3.0722155766062355e-07 -3.6937790775741738e-05 4.9628129727880847e-06 -1.9199211071105298e-06 6.1138405889054947e-05
leaf_weight=180 218 54 110 59 40 25 522 71 51 137 27 53 47 27 161 95 38 55 25 61 33 286 213 33 25 26 39 72 74 38
leaf_count=180 218 54 110 59 40 25 522 71 51 137 27 53 47 27 161 95 38 55 25 61 33 286 213 33 25 26 39 72 74 38
internal_value=0.000697514 0.000909024 0.000701414 0.000438408 0.000205509 -0.00319403 0.000462323 0.000846098 0.00012549 0.00212403 -0.000849383 -0.00130704 -0.000970976 0.00114005 -6.47772e-05 -0.000890244 -0.00206977 -0.00342857 -0.000987654 0.000407643 -0.00191071 0.0022792 0.0015027 0.000143713 -0.00286179 -0.000692308 -0.00169697 0.0013871 0.00178224 -0.00082
internal_weight=2895 2682 2464 2124 1877 123 1754 1360 764 247 394 354 368 396 246 327 171 118 80 156 213 340 369 156 122 51 98 123 596 199
internal_count=2895 2682 2464 2124 1877 123 1754 1360 764 247 394 354 368 396 246 327 171 118 80 156 213 340 369 156 122 51 98 123 596 199
cat_boundaries=0 16 29 56 57 59 61 62 64 65
cat_threshold=131072 268435600 536870912 0 0 8258 0 536870912 0 8192 0 0 0 0 0 32 0 33 1073750016 0 34 0 0 8192 0 134217760 32768 0 8388608 0 4 0 0 0 1 524288 2147483648 0 32768 0 4 10240 0 0 0 0 0 0 8192 256 524288 0 0 0 0 64 145 1 8320 16788736 2 2 1050722 32 49154
is_linear=0
shrinkage=0.04


Tree=325
num_leaves=31
num_cat=9
split_feature=7 7 12 15 8 12 0 0 2 10 12 0 2 2 2 6 2 2 2 3 1 5 2 0 1 2 0 1 3 0
split_gain=1.51085 0.932189 1.08756 0.874944 0.769242 0.518448 0.50631 0.499141 0.486702 0.419892 0.515547 0.628321 0.341847 0.288937 0.284169 0.438791 0.262346 0.439033 0.711635 0.449562 0.40671 0.372726 0.261587 0.805424 0.211786 0.648936 0.175678 0.175333 0.164186 0.159336
threshold=0 1 2 3 4 5 37.750000000000007 27.750000000000004 69.500000000000014 6 7 30.500000000000004 80.500000000000014 29.500000000000004 1.0000000180025095e-35 8 5.5000000000000009 14.500000000000002 16.500000000000004 2006.5000000000002 5.5000000000000009 3.5000000000000004 27.500000000000004 22.250000000000004 5.5000000000000009 15.500000000000002 16.750000000000004 4.5000000000000009 2014.5000000000002 9.5000000000000018
decision_type=9 9 9 9 9 9 10 10 10 9 9 10 8 10 10 9 10 10 10 10 8 8 10 10 8 10 10 8 10 10
left_child=5 2 3 8 27 6 -1 26 22 -6 14 12 29 -5 -11 -16 20 -18 -19 21 -13 -20 23 -2 25 -9 -4 -3 -21 -12
right_child=1 4 7 13 9 -7 -8 24 -10 10 11 16 -14 -15 15 -17 17 18 19 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00035660214418679518 2.4514691426742664e-06 6.9975415224758154e-08 -2.7070268899365146e-07 2.8696505083555463e-05 0.00036488627430040712 6.617421506371443e-05 -5.0863694753662604e-05 -4.0692098705191186e-05 4.1034325376716007e-06 -0.00037204283236098699 1.5617022014501566e-05 -3.1103044886477859e-05 -2.7329911756185368e-05 2.9163582259733397e-06 -1.3932226053746867e-06 2.9501382412612619e-06 2.0051989701682328e-05 -7.8552344544685442e-05 -6.9671603587771997e-06 -6.4168176535730464e-05 3.6225359534221073e-05 6.0511688149462371e-05 -5.5520780740883649e-07 -6.0467738461386206e-05 -0.00013370958642828221 3.2096296869637485e-07 7.7905190637774473e-07 4.8845517575171492e-06 -2.6211201189671118e-05 -1.5757746280995667e-06
leaf_weight=37 35 25 81 79 116 295 68 40 39 37 26 124 25 97 164 399 181 37 51 31 97 241 56 37 28 36 43 279 33 135
leaf_count=37 35 25 81 79 116 295 68 40 39 37 26 124 25 97 164 399 181 37 51 31 97 241 56 37 28 36 43 279 33 135
internal_value=0.000473596 0.000111498 -0.00129897 0.000146893 0.000518887 0.00272506 0.000172414 -0.00338075 -0.00186517 0.000180328 2.51271e-06 -0.000560484 -0.00265241 0.00205348 0.00091653 0.00115603 -7.53767e-05 0.000375652 -0.000375634 0.000179272 -0.00124324 0.000846417 -0.00316279 -0.00153425 -0.0055619 -0.00436364 -0.001792 0.00233651 -0.00283077 -0.00195062
internal_weight=2972 2572 571 343 2001 400 105 228 167 1697 1581 981 186 176 600 563 795 574 393 356 221 292 128 72 104 76 124 304 64 161
internal_count=2972 2572 571 343 2001 400 105 228 167 1697 1581 981 186 176 600 563 795 574 393 356 221 292 128 72 104 76 124 304 64 161
cat_boundaries=0 17 35 37 38 64 66 67 68 69
cat_threshold=268451840 1 1073741824 262144 524288 0 37748736 8192 2048 536870912 32800 0 16 0 67108864 0 4240 131073 128 0 512 0 8258 0 537001984 33554432 32 0 0 0 268435456 0 32 0 256 76098 32 67108864 0 0 0 0 0 1 0 0 1 32768 0 4 0 0 0 0 0 0 0 8192 384 524288 4194304 8 0 16384 17472 32 48 67331360 400
is_linear=0
shrinkage=0.04


Tree=326
num_leaves=31
num_cat=8
split_feature=7 7 12 2 2 12 2 2 2 1 0 0 2 5 3 12 3 17 1 7 7 2 0 5 4 2 2 3 5 2
split_gain=1.59351 0.741399 0.628079 1.10946 0.625137 0.542955 0.406609 0.349074 0.447598 0.32018 0.273102 0.56845 1.0454 0.259553 0.258307 0.253435 0.438556 0.253706 0.461533 0.289251 0.251933 0.363187 0.286491 0.261359 0.244219 0.400609 0.232799 0.20905 0.205274 0.281388
threshold=0 1 2 7.5000000000000009 14.500000000000002 3 21.500000000000004 72.500000000000014 15.500000000000002 4.5000000000000009 40.675000000000004 44.07500000000001 15.500000000000002 1.5000000000000002 2020.5000000000002 4 2014.5000000000002 5 5.5000000000000009 6 7 21.500000000000004 16.750000000000004 1.0000000180025095e-35 4.0000000000000009 54.500000000000007 14.500000000000002 1997.5000000000002 2.5000000000000004 29.500000000000004
decision_type=9 9 9 10 10 9 10 8 10 10 8 10 10 10 8 9 10 9 8 9 9 8 10 10 10 10 8 10 8 10
left_child=2 -2 9 -4 -5 7 -6 8 -3 -1 15 12 -12 -13 -11 16 20 18 24 -19 21 -7 -23 26 25 -17 -22 -28 -16 -30
right_child=1 5 3 4 6 10 -8 -9 -10 14 11 13 -14 -15 28 17 -18 19 -20 -21 23 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=8.9696108684618325e-06 5.4422202378139415e-05 -7.6821893621139471e-08 7.3451124886011534e-06 -1.4988838667004234e-05 6.7169006267569709e-06 -1.1033567770900467e-06 -1.3969185381640917e-06 7.6084552942059441e-06 -9.8043544463866119e-06 -2.2936737432445524e-05 8.9392035031838718e-05 -1.2406550520736822e-06 -0.00011352852877714328 4.8404499944226581e-05 -4.2708385196304722e-05 -2.5583659227440803e-05 -2.5650215120160228e-05 0.00012553522129165283 -2.4344443450660743e-05 1.5133829371774539e-06 2.0484067056651382e-05 -5.5084100186721314e-07 2.4254599242228167e-05 -2.6242632662581856e-05 2.7532145572927942e-05 1.0038624895159435e-05 2.9799780421699709e-08 0.00043769303541144359 3.601831202076733e-06 -2.0455940427625893e-07
leaf_weight=27 226 53 50 57 37 44 151 33 53 29 28 221 25 28 27 29 47 104 25 987 109 35 25 67 26 40 168 44 71 86
leaf_count=27 226 53 50 57 37 44 151 33 53 29 28 221 25 28 27 29 47 104 25 987 109 35 25 67 26 40 168 44 71 86
internal_value=0.000232984 0.000670511 -0.00172161 -0.00294118 -0.00414634 0.000437784 -0.00300529 -0.00189333 -0.00314019 -0.000159362 0.000604944 -0.00050165 -0.00422222 0.000304 -0.000691589 0.000799543 6.54547e-05 0.0011162 -0.000610687 0.00131034 0.000421907 -0.00125217 0.000655738 0.000882206 0.000625 -0.000628571 0.00137888 0.000600939 -0.00012973 0.00043038
internal_weight=2952 2417 535 295 245 2191 188 139 106 240 2052 302 53 249 213 1750 539 1211 120 1091 492 104 60 388 95 69 321 212 184 157
internal_count=2952 2417 535 295 245 2191 188 139 106 240 2052 302 53 249 213 1750 539 1211 120 1091 492 104 60 388 95 69 321 212 184 157
cat_boundaries=0 17 35 36 37 39 40 50 57
cat_threshold=131073 16 0 524288 0 2 33554432 537001984 33554432 32 0 256 268435456 0 0 32 1073741952 268435456 1 1073741824 0 32 0 4194304 8192 0 0 32 0 128 0 67108864 0 16 896 1125696 16908288 74752 32 3 0 128 1048576 2097152 0 0 0 0 2048 8192 0 0 67108864 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=327
num_leaves=31
num_cat=11
split_feature=7 12 7 9 0 12 9 7 3 4 0 4 14 12 17 3 4 3 0 0 5 7 0 0 0 3 0 0 4 1
split_gain=1.70732 0.745697 0.526146 0.486722 0.451844 0.401332 0.410418 0.471804 0.343434 0.313654 0.270604 0.53608 0.261204 0.304827 0.371031 0.232149 0.230684 0.204954 0.275137 0.202466 0.199128 0.239812 0.208288 0.187485 1.1501 0.574965 0.258957 0.185311 0.436213 0.163767
threshold=0 1 2 3 14.500000000000002 4 5 6 2002.5000000000002 1800.0000000000002 40.675000000000004 6670500000.000001 7 8 9 2019.5000000000002 6050.0000000000009 2015.5000000000002 21.500000000000004 35.250000000000007 2.5000000000000004 10 24.500000000000004 27.750000000000004 39.07500000000001 1975.5000000000002 16.750000000000004 42.710000000000008 1.0000000180025095e-35 5.5000000000000009
decision_type=9 9 9 9 10 9 9 9 8 10 8 8 9 9 9 8 10 10 10 10 8 9 10 10 10 10 10 10 10 10
left_child=1 3 27 -1 -3 -4 9 19 -5 -7 12 -12 13 14 -9 -15 -11 18 -10 -8 -6 22 -22 26 -25 -26 -23 -2 -29 -16
right_child=2 4 5 8 20 6 7 10 17 16 11 -13 -14 15 29 -17 -18 -19 -20 -21 21 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=6.672367513563864e-06 0.00085603626580951081 5.9076227597279211e-07 3.3254368046511308e-05 -4.2358074140036975e-05 0.00012112194062166999 1.37921561187806e-05 1.8514823389672723e-06 -1.4100242194138121e-05 -1.5871538712504457e-07 -3.4206483997457247e-06 -0.00020549242558979218 -2.1283551534211055e-06 0.00011297878341944214 8.4458097475532722e-06 4.8772720873270741e-06 -2.4442229224653345e-05 2.6213253405649842e-05 -2.3290130986670602e-05 4.2374630809660965e-06 0.0015803098080738858 2.3239099231046675e-07 -4.6828056416482556e-07 -4.3507125452545315e-06 -0.00013138253542359404 -2.9682302928948434e-05 4.7492162750473694e-05 -8.0573627355738725e-08 -6.6642155817741227e-05 0.0004540035124604703 0.003461001340508293
leaf_weight=104 134 73 295 32 25 246 26 102 251 25 29 124 118 79 219 129 40 25 216 79 34 102 71 27 107 26 69 55 55 29
leaf_count=104 134 73 295 32 25 246 26 102 251 25 29 124 118 79 219 129 40 25 216 79 34 102 71 27 107 26 69 55 55 29
internal_value=0.000103156 -0.0010844 0.000877995 -0.000137715 -0.00217248 0.000593166 0.000270701 -0.000152381 -0.00064299 0.00150311 -0.000480952 -0.002 -0.000141802 -0.000506151 0.000221607 -0.00168037 -0.000909091 -0.000389452 -0.000196581 0.00224138 -0.00267532 -0.00287414 -0.000862069 -0.00338012 -0.00447205 -0.00289552 -0.00253488 0.00257255 0.00144144 0.00105019
internal_weight=2946 1162 1784 628 534 1540 1245 934 524 311 829 153 676 558 350 208 65 492 467 105 461 436 105 331 160 133 171 244 110 248
internal_count=2946 1162 1784 628 534 1540 1245 934 524 311 829 153 676 558 350 208 65 492 467 105 461 436 105 331 160 133 171 244 110 248
cat_boundaries=0 18 19 37 39 41 43 60 61 62 63 81
cat_threshold=3 268435600 1140850688 2097156 0 66 131072 805437440 33619968 134217728 32 320 0 268435456 0 32 0 128 68233538 268435456 1 0 8192 34 134217728 0 8192 0 0 0 0 67108864 0 67108864 0 4096 32768 0 28704 1049632 32 1073741824 4240 0 0 0 2048 0 0 0 0 2048 0 0 128 0 0 0 0 16 8208 67289346 10 0 0 0 4 0 0 0 0 65536 0 32 0 0 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=328
num_leaves=31
num_cat=9
split_feature=8 11 2 9 12 2 12 11 3 4 12 0 4 4 2 4 3 2 3 4 12 2 2 2 2 6 2 0 3 2
split_gain=1.15942 0.803658 0.800118 0.646512 0.722844 0.647942 0.458591 0.610139 0.519408 0.418976 0.415578 0.78232 0.410612 0.396636 0.50919 0.721419 0.447735 0.472035 0.435022 0.414483 0.382071 0.568041 0.373011 0.348993 0.337374 0.336164 0.430615 0.328704 0.371346 0.308759
threshold=0 1 23.500000000000004 2 3 4.5000000000000009 4 5 2019.5000000000002 6050.0000000000009 6 38.57500000000001 6050.0000000000009 267495000.00000003 86.500000000000014 6670500000.000001 1999.5000000000002 65.500000000000014 2006.5000000000002 850.00000000000011 7 25.500000000000004 31.500000000000004 29.500000000000004 5.5000000000000009 8 414.00000000000006 38.57500000000001 2007.5000000000002 12.500000000000002
decision_type=9 9 10 9 9 8 9 9 10 8 9 10 10 10 8 10 8 8 8 8 9 10 10 10 8 9 8 10 10 10
left_child=10 2 -2 5 12 -3 7 22 13 -6 11 -1 -5 16 15 -15 23 18 -18 -20 -21 27 -7 -8 -12 26 -19 -22 29 -29
right_child=1 3 -4 4 9 6 8 -9 -10 -11 24 -13 -14 14 -16 -17 17 25 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.5674144601410875e-06 -1.2762181233320758e-06 5.9870671366105981e-06 -0.00012131717541262997 -1.615731893367066e-05 -4.5256156337482831e-06 2.7152037946635404e-07 -4.64516933249818e-06 3.2222526361814423e-05 -5.1090265813523536e-05 4.2009109378783534e-05 -9.2347808248130777e-07 1.2435471348371651e-05 9.9682646629844354e-05 -8.5343071606391267e-05 -4.294046318237471e-05 0.00018049807498838691 1.5858049091052027e-05 3.6762903569353968e-07 9.9142301586150385e-06 -2.2818309656160246e-07 1.7191832871913446e-06 -1.8186677400184236e-05 -9.581367947118603e-07 -3.2046128209229445e-05 1.0796789154421046e-05 0.00017254575274643031 -0.00031504307104697921 -3.5217543823790001e-05 -0.00012846645732400534 2.2539844393525291e-06
leaf_weight=49 56 195 62 219 62 123 26 171 25 353 58 61 25 28 44 34 37 101 44 230 73 131 112 37 264 132 52 57 25 57
leaf_count=49 56 195 62 219 62 123 26 171 25 353 58 61 25 28 44 34 37 101 44 230 73 131 112 37 264 132 52 57 25 57
internal_value=-6.38585e-05 -0.000394925 -0.00347287 -0.000227953 0.000829851 -0.000632665 -0.000911688 0.000249401 -0.00131818 0.00183099 0.00182393 -0.000330578 -0.000878431 -0.00119748 -0.00351402 -0.00114286 -0.000949152 -0.000727659 -0.00131908 -0.00157282 -0.00186063 -0.00267797 -0.00105691 -0.0041875 0.00254655 0.000629371 -0.000658536 -0.00146479 -0.0026 -0.0016
internal_weight=2943 2511 118 2393 659 1734 1539 406 1133 415 432 110 244 1108 106 62 1002 939 654 617 573 343 235 63 322 285 153 212 139 114
internal_count=2943 2511 118 2393 659 1734 1539 406 1133 415 432 110 244 1108 106 62 1002 939 654 617 573 343 235 63 322 285 153 212 139 114
cat_boundaries=0 30 33 35 37 39 41 42 43 44
cat_threshold=1073741824 0 4 134217728 65536 0 0 2147483648 1 0 0 2052 0 1048576 0 0 0 0 0 10240 128 0 4194304 0 0 268451840 4 0 0 8192 2 2147492384 2048 0 26628 67208192 34 84937792 2 36 1024 93184 74016 74
is_linear=0
shrinkage=0.04


Tree=329
num_leaves=31
num_cat=12
split_feature=8 11 9 12 4 11 12 8 4 2 2 2 3 12 4 6 4 2 3 2 2 2 2 5 2 15 12 2 3 9
split_gain=1.27394 1.14566 0.769127 0.696403 1.0043 0.588357 0.555749 0.528278 0.526425 0.431868 0.389354 0.329438 0.307059 0.342799 0.371411 0.314458 0.360252 0.319678 0.275591 0.292752 0.273305 0.25486 0.238709 0.230468 0.462832 0.227949 0.330986 0.2867 0.225129 0.234739
threshold=0 1 2 3 11633120000.000002 4 5 6 15385520000.000002 69.500000000000014 1.5000000000000002 103.50000000000001 1992.5000000000002 7 111.00000000000001 8 4.0000000000000009 15.500000000000002 2002.5000000000002 10.500000000000002 108.50000000000001 7.5000000000000009 33.500000000000007 4.5000000000000009 7.5000000000000009 9 10 38.500000000000007 2011.5000000000002 11
decision_type=9 9 9 9 8 9 9 9 8 10 8 10 8 9 10 9 10 10 10 8 10 10 8 8 10 9 9 10 10 9
left_child=1 -1 9 4 -3 6 11 -7 -5 22 -9 21 -12 14 28 -15 17 -17 19 -10 25 -4 -2 -16 -25 26 -8 -28 29 -14
right_child=2 3 5 8 -6 7 20 10 18 -11 12 -13 13 15 23 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.4302734243506377e-05 -3.5148766943847714e-05 5.0027004021743259e-05 -2.5155451594054075e-05 -0.00010358186717104985 -5.4550869001151072e-05 3.9973639834577421e-06 -2.3409830924525419e-06 -1.5183328422056618e-05 -1.9894778061856788e-05 -3.1541112466636388e-05 0.00012708418735532165 -8.8163854362381354e-05 -4.3527262547041567e-05 1.2497894348259085e-05 -9.9477534061977869e-06 -5.6917645041354552e-07 5.6680640870462431e-05 -3.1381211881325144e-05 -3.894738193604209e-06 4.9179233234829146e-06 -2.0864572389054874e-05 1.2625782171772728e-06 3.5762625643309676e-05 -1.6502849516689455e-05 0.00024078610572740995 5.4329456299146712e-07 2.0267348199086747e-06 -1.5629314660398201e-07 0.00037686184801547748 6.0775238742678012e-06
leaf_weight=113 36 36 58 37 116 325 109 38 26 28 47 28 140 173 52 134 58 132 30 134 25 181 38 26 45 129 73 40 105 476
leaf_count=113 36 36 58 37 116 325 109 38 26 28 47 28 140 173 52 134 58 132 30 134 25 181 38 26 45 129 73 40 105 476
internal_value=0.000104383 -0.0017336 0.000472278 -0.00277949 -0.0048589 0.000622038 -0.000409786 0.00100114 -0.00122689 -0.00276106 0.000656924 0.000964029 0.000771778 0.000658718 0.00114152 -0.000181102 -0.000907463 -0.00155805 -0.000418848 0.000248447 -0.00138501 0.00148333 -0.00138667 -0.000870968 0.000611111 -0.001125 -0.00185408 -0.000225806 0.00150139 0.00120583
internal_weight=2988 492 2496 379 152 2394 643 1751 227 102 1426 267 1388 1341 844 497 324 266 190 160 376 239 74 123 71 351 222 113 721 616
internal_count=2988 492 2496 379 152 2394 643 1751 227 102 1426 267 1388 1341 844 497 324 266 190 160 376 239 74 123 71 351 222 113 721 616
cat_boundaries=0 29 32 34 35 37 38 64 65 66 67 69 71
cat_threshold=0 4 0 0 1073741824 0 0 0 0 0 0 33554432 2048 512 0 4096 0 0 33558528 0 2147483648 0 4194304 8 0 32768 0 0 128 32768 0 524288 1 8192 99330 16416 1056800 68182082 268435456 2048 0 0 2147483648 0 0 2147483648 1 32768 0 4 0 0 0 0 0 0 0 8192 128 0 16777216 0 0 16384 1281282 12 68157440 16909568 32 0 164
is_linear=0
shrinkage=0.04


Tree=330
num_leaves=31
num_cat=7
split_feature=7 12 1 2 2 0 9 0 12 9 0 17 0 2 3 2 2 2 2 7 2 0 2 4 0 1 2 2 2 0
split_gain=1.88745 2.05291 0.769465 0.531703 0.812126 0.815586 0.445614 1.13892 0.454495 0.389862 0.56594 0.377917 0.616278 0.377165 0.37703 0.481823 0.391805 0.368998 0.367234 0.27543 0.362055 0.44821 0.395188 0.503984 0.449185 0.350705 0.526804 0.448822 0.309976 0.520568
threshold=0 1 2.5000000000000004 229.00000000000003 39.500000000000007 37.750000000000007 2 39.07500000000001 3 4 32.500000000000007 5 43.675000000000004 15.500000000000002 2001.5000000000002 50.500000000000007 16.500000000000004 32.500000000000007 9.5000000000000018 6 69.500000000000014 48.175000000000004 21.500000000000004 86.000000000000014 42.250000000000007 5.5000000000000009 16.500000000000004 13.500000000000002 38.500000000000007 23.500000000000004
decision_type=9 9 8 8 10 10 9 10 9 9 10 9 10 10 10 10 8 10 10 9 10 8 8 10 10 8 10 10 10 10
left_child=1 9 -2 4 5 -3 7 -4 19 -1 -11 12 -10 -13 15 16 -12 -15 -7 28 21 22 25 24 -24 26 27 -21 -8 -30
right_child=2 3 6 -5 -6 18 8 -9 11 10 14 13 -14 17 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=7.134856752730698e-06 -1.2691330479766988e-05 3.9148196660264996e-06 -8.9659574415853672e-05 -4.2790966235953466e-05 -7.9156172482313872e-05 -0.00059950411019535853 4.0610813950610138e-06 5.4404955759958267e-05 1.090271149388099e-05 4.6999611666906112e-05 -7.4530995259632988e-05 5.3347937613512483e-06 -0.00022280650940059452 -2.7645624883857789e-07 0.0010468823363516799 -5.5756687740069646e-05 1.4483898206708577e-05 1.278985062819213e-06 -6.9524164061780227e-05 -6.4078735164912767e-06 3.7190532223172918e-06 1.8225400248419632e-05 -4.2775122984206294e-06 6.1743867659472585e-05 -0.00038118704978825068 2.553779692785326e-05 2.7260464885393395e-05 -8.5490480722944995e-06 -5.223884634193957e-07 9.1168476675422094e-06
leaf_weight=160 34 46 46 39 45 33 151 307 74 25 25 376 32 226 29 29 30 376 38 191 112 28 180 28 26 56 31 37 53 59
leaf_count=160 34 46 46 39 45 33 151 307 74 25 25 376 32 226 29 29 30 376 38 191 112 28 180 28 26 56 31 37 53 59
internal_value=0.000166952 -0.00204706 0.000629417 -0.00507547 -0.00633129 -0.00450847 0.000717992 0.00201099 0.000480704 0.00010356 -0.00139597 0.00103744 -0.00116239 0.00128615 -0.00270175 -0.00404706 -0.00178571 0.000676617 -0.00716667 -0.00015784 -0.000577143 -0.000989619 -0.00124364 -0.00248511 -0.00316908 -0.000316456 -0.000938461 -0.00160699 0.000919708 -0.000637168
internal_weight=2922 499 2423 201 162 117 2389 353 2036 298 138 1084 106 978 113 84 55 602 71 952 689 577 549 234 206 315 259 228 263 112
internal_count=2922 499 2423 201 162 117 2389 353 2036 298 138 1084 106 978 113 84 55 602 71 952 689 577 549 234 206 315 259 228 263 112
cat_boundaries=0 16 17 19 21 23 24 41
cat_threshold=131074 144 67108864 526848 0 134225920 0 536870912 2048 8192 0 384 268435456 268435456 0 32 1255746 1073873024 4128 17934400 2 0 2096 49 0 1 0 0 0 0 131072 0 65536 0 0 0 0 0 0 0 4112
is_linear=0
shrinkage=0.04


Tree=331
num_leaves=31
num_cat=12
split_feature=7 0 8 12 8 6 11 3 0 0 3 0 1 7 3 12 0 0 12 0 11 12 4 0 11 3 5 3 1 0
split_gain=2.01687 1.22349 0.676277 0.647216 0.649734 0.476929 0.429223 0.450333 0.582614 0.419678 0.381346 0.523008 0.473032 0.374411 0.286687 0.368779 0.259721 0.257321 0.441359 0.398574 0.345759 0.311038 0.243791 0.211668 0.211128 0.205824 0.188837 0.171824 0.146018 0.145741
threshold=0 39.07500000000001 1 2 3 4 5 1997.5000000000002 33.175000000000004 40.250000000000007 2010.5000000000002 23.500000000000004 2.5000000000000004 6 2007.5000000000002 7 15.500000000000002 40.675000000000004 8 44.07500000000001 9 10 2331015000.0000005 24.500000000000004 11 1993.5000000000002 2.5000000000000004 2017.5000000000002 5.5000000000000009 32.500000000000007
decision_type=9 10 9 9 9 9 9 10 10 10 10 10 8 9 8 9 10 8 9 10 9 9 8 10 9 10 8 10 8 10
left_child=1 -1 26 5 14 25 7 8 16 -3 12 -12 -6 24 -5 28 -7 20 -19 -20 -15 29 -17 -23 -14 -4 -2 -13 -16 -22
right_child=2 9 3 4 10 6 -8 -9 -10 -11 11 27 13 17 15 22 -18 18 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.5951357183028307e-05 2.8993662696918867e-06 -3.3707700116054292e-06 -2.7482383280046948e-05 -2.5423362473937744e-05 -1.1375411531102798e-05 -1.6416413716571692e-07 4.0722618529661145e-05 2.7852632424356926e-05 -8.9838839362455154e-05 -2.5619905674546277e-05 3.9507254828376174e-05 -0.00015019543099889328 5.6404886042408707e-07 4.9500112639912773e-07 -2.562847056755148e-05 -3.8945399207593795e-05 2.0249380427487954e-06 1.1283197286910889e-05 -0.00010564091472483467 -9.9073030240629396e-06 5.6265169125812058e-06 3.2436503660419334e-07 -6.1996342002051984e-05 5.3429911138438873e-05 9.4956483111724803e-06 -0.00021322398321394428 9.9573727702122875e-06 -1.1429705780827773e-06 0.00015912163650322824 -8.4565330356782931e-07
leaf_weight=48 42 120 75 25 30 63 108 31 36 48 31 79 199 657 52 28 26 102 32 101 32 28 80 211 191 35 192 89 51 100
leaf_count=48 42 120 75 25 30 63 108 31 36 48 31 79 199 657 52 28 26 102 32 101 32 28 80 211 191 35 192 89 51 100
internal_value=0.000206592 -0.0034185 0.000505663 0.000306832 0.000578676 -0.00120519 -0.000232727 -0.00153293 -0.00269841 -0.00194083 0.000828315 -0.00082 0.0010285 0.00111971 -0.00136032 -0.000924528 -0.000933333 0.000762951 -0.000423729 -0.00186111 0.00104179 0.002 -0.00242017 0.002864 0.00219451 -0.00330578 0.00251429 -0.00170414 0.000807018 0.000335664
internal_weight=2942 216 2726 2492 2118 374 264 156 125 168 1882 199 1683 1653 236 211 89 1263 235 133 1028 371 108 239 390 110 234 168 103 132
internal_count=2942 216 2726 2492 2118 374 264 156 125 168 1882 199 1683 1653 236 211 89 1263 235 133 1028 371 108 239 390 110 234 168 103 132
cat_boundaries=0 17 43 44 73 74 75 92 94 95 98 100 102
cat_threshold=131073 268435456 0 526336 0 134225920 33554432 536870912 0 0 0 256 268435456 0 67108864 32 128 1073741824 2 0 134217728 8192 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 8192 0 0 4194304 0 0 16384 83888160 16 2056 4 0 0 0 0 0 0 0 0 0 64 0 0 4096 0 0 0 0 0 0 0 8 0 32768 64 0 524288 260 36 268435458 128 67108864 0 0 0 0 131072 2048 8224 0 0 0 268435456 0 0 16 8194 32 98368 16420 0 524288 57408 2 16416 512
is_linear=0
shrinkage=0.04


Tree=332
num_leaves=31
num_cat=13
split_feature=7 8 12 0 2 12 11 7 3 2 0 7 2 9 12 2 4 8 2 14 0 6 3 4 3 3 12 2 0 0
split_gain=2.01482 1.25568 0.945549 1.4191 0.821227 0.681488 0.895573 0.689728 0.838552 0.62711 0.701215 0.553653 0.499719 0.492816 0.48698 0.453673 0.384121 0.342896 0.439132 0.358845 0.494454 0.728174 0.537774 0.368332 0.305474 0.355723 0.28153 0.337803 0.630783 0.471318
threshold=0 1 2 39.07500000000001 21.500000000000004 3 4 5 1998.5000000000002 163.00000000000003 39.07500000000001 6 45.500000000000007 7 8 3.5000000000000004 11.000000000000002 9 4.5000000000000009 10 16.750000000000004 11 2004.5000000000002 133.00000000000003 2014.5000000000002 2007.5000000000002 12 25.500000000000004 15.500000000000002 35.850000000000009
decision_type=9 9 9 10 8 9 9 9 10 8 10 9 10 9 9 10 10 9 8 9 10 9 10 10 8 10 9 8 10 10
left_child=4 2 3 -2 -1 6 -3 -8 26 10 -6 -7 -12 14 -13 -16 -17 -15 -19 20 -20 22 -22 24 25 -23 27 -9 -29 -30
right_child=1 5 -4 -5 9 11 7 8 -10 -11 12 13 -14 17 15 16 -18 18 19 -21 21 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-7.2235647008137956e-07 -0.00026757941846008315 5.9129046675420349e-06 1.3279775901362406e-06 -5.8213396092314717e-06 -9.7674920810645195e-05 3.1972025208083616e-06 1.3406961755680274e-06 4.4323220515584483e-06 -5.4075802140138776e-05 -2.2639538619366184e-05 -4.4734977368839407e-05 8.687153329028905e-06 -2.4233167489424376e-06 3.1544485747734064e-05 7.8448744140512368e-06 -0.00015435264568940628 3.7640381321988564e-06 2.9541927451018441e-05 -8.2324775625856912e-07 1.244646961303129e-05 -1.1773232640979524e-06 1.3619546061693863e-05 -0.0002806233789580529 -1.4880612401534206e-05 5.7179765839875138e-06 -7.5619713093553165e-06 -6.5815894657662345e-05 -1.2295690832156688e-06 3.2135935102641692e-06 -0.00012123888564154416
leaf_weight=80 43 238 182 225 25 317 142 37 35 43 26 140 43 106 44 85 32 113 82 237 102 56 29 48 241 32 126 25 42 25
leaf_count=80 43 238 182 225 25 317 142 37 35 43 26 140 43 106 44 85 32 113 82 237 102 56 29 48 241 32 126 25 42 25
internal_value=5.46304e-05 0.000349195 -0.00156182 -0.00303943 -0.0035614 0.000723241 -0.000352423 -0.00142664 -0.00252492 -0.0055942 -0.00741053 0.00115582 -0.0052 0.000786451 -0.000628205 -0.00206977 -0.00349153 0.00119584 0.000925342 0.000613527 6.65559e-05 0.000534381 -0.00194366 0.00141237 0.00192727 -8.98875e-05 -0.00179687 -0.000314286 -0.00163441 0.000411765
internal_weight=3001 2784 450 268 217 2334 670 432 290 137 94 1664 69 1347 301 161 117 1046 940 827 590 508 131 377 329 88 255 129 92 67
internal_count=3001 2784 450 268 217 2334 670 432 290 137 94 1664 69 1347 301 161 117 1046 940 827 590 508 131 377 329 88 255 129 92 67
cat_boundaries=0 18 47 49 51 53 70 86 88 89 115 116 117 119
cat_threshold=131073 16 0 2097664 0 134225920 0 536870912 0 0 0 256 0 0 67108864 0 128 384 1073741824 2048 4 0 0 1 262144 0 0 0 0 0 10304 0 0 0 0 0 33554432 0 2147483904 0 0 8 0 32768 64 0 524416 83944450 32 10304 34 32772 1536 0 128 0 4 0 0 131072 0 65536 0 0 0 16 0 0 0 4096 0 1 1140850688 0 0 0 0 131072 0 402661424 32 128 0 0 0 32 256 24720 1282 0 12 0 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 8193 260 2048 32
is_linear=0
shrinkage=0.04


Tree=333
num_leaves=31
num_cat=10
split_feature=7 8 7 8 0 0 7 5 0 3 8 3 13 0 3 14 9 4 1 7 1 1 0 4 3 0 0 0 5 4
split_gain=1.2692 0.791956 0.713341 0.648729 0.485326 0.434664 0.390246 0.372696 0.370782 0.466887 0.361049 0.93746 0.344467 0.557104 0.298744 0.269452 0.309672 0.592664 0.314127 0.243916 0.236531 0.216902 0.209854 0.359541 0.201771 0.17695 0.139128 0.136736 0.136528 0.131265
threshold=0 1 2 3 39.07500000000001 22.250000000000004 4 5.5000000000000009 40.250000000000007 2015.5000000000002 5 2018.5000000000002 6 45.425000000000004 1998.5000000000002 7 8 16098220000.000002 5.5000000000000009 9 4.5000000000000009 3.5000000000000004 18.500000000000004 425.00000000000006 2015.5000000000002 38.57500000000001 33.175000000000004 16.750000000000004 1.0000000180025095e-35 208770000.00000003
decision_type=9 9 9 9 10 10 9 8 8 8 9 8 9 10 10 9 9 8 8 9 10 10 10 8 8 10 10 10 10 8
left_child=4 25 -3 -4 5 -1 7 -6 10 -10 11 -5 20 -14 -8 27 17 -17 -19 21 -11 -18 -21 -24 -9 -2 -7 -12 -13 -25
right_child=1 2 3 8 6 26 14 24 9 12 15 28 13 -15 -16 16 19 18 -20 22 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-8.6722826369019699e-06 -2.9609745218997789e-06 1.2059068483482156e-05 9.999463755993069e-05 -1.8289004852740687e-05 5.1379485687454919e-06 -5.4859041003233054e-05 -4.1742589793671892e-06 -1.3243828507414701e-05 -7.9337357742292878e-05 0.00069009155747147696 3.4643905937045636e-06 -1.1070359228081897e-06 -7.9629235249915989e-05 1.8427385010224262e-05 0.0003281203395267851 -4.889326370090588e-05 -5.3595233397016589e-05 -3.0061900421416665e-06 6.9134268906833452e-06 6.9726213231818257e-08 8.2866106240630032e-06 4.085336605896828e-07 -7.9634009107455245e-05 0.00098929110296108367 -3.6063326636183707e-05 -1.1622889523068732e-05 -5.7626800651765109e-05 4.8359506131964196e-05 9.3698378256622865e-06 1.0161982224893137e-05
leaf_weight=35 38 279 100 26 38 42 80 25 29 41 99 46 151 70 35 27 41 137 57 222 85 231 30 45 66 85 25 65 54 586
leaf_count=35 38 279 100 26 38 42 80 25 29 41 99 46 151 70 35 27 41 137 57 222 85 231 30 45 66 85 25 65 54 586
internal_value=0.000401245 0.000710763 0.000873355 0.000616814 -0.00183753 -0.00419417 -0.000914286 -0.00231429 0.000452022 -0.000679045 0.000710258 -0.00128467 -0.000264368 -0.00118966 0.000793651 0.000876854 0.000680606 -0.000672414 8.20514e-05 0.000943396 0.00134307 -0.000113074 0.00126622 0.00163746 -0.00386956 -0.00229851 -0.00605882 0.00237714 0.00039604 0.00184177
internal_weight=2890 2544 2421 2142 346 102 244 129 2042 376 1666 126 347 221 115 1540 1376 221 194 1155 126 272 883 661 91 123 67 164 100 631
internal_count=2890 2544 2421 2142 346 102 244 129 2042 376 1666 126 347 221 115 1540 1376 221 194 1155 126 272 883 661 91 123 67 164 100 631
cat_boundaries=0 18 47 58 85 97 120 121 122 124 136
cat_threshold=2 268435584 0 2621440 0 134225920 0 805306368 33554432 32 0 256 268435456 0 0 0 1073741824 128 1073741824 0 0 0 0 0 0 0 0 0 0 0 2112 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 32768 0 0 524288 268451840 1 1610620928 4 0 64 0 8192 2048 0 32768 268435456 0 4 134217728 0 0 0 0 0 32768 0 2048 0 0 0 0 0 0 0 8192 0 0 0 0 0 16384 64 0 0 0 2097152 0 8192 0 536870912 33554432 32 0 256 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 4194304 12 144 1 24592 131072 0 67108864 0 0 0 131072 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=334
num_leaves=31
num_cat=10
split_feature=8 8 7 7 4 1 4 15 2 2 17 6 1 0 2 13 4 0 3 2 3 6 3 3 11 2 2 3 2 3
split_gain=1.17867 1.01036 0.874871 0.641614 0.532383 0.528465 0.368307 0.362234 0.456316 0.368069 0.347044 0.396452 0.489863 0.405194 0.505712 0.362617 0.297351 0.315357 0.317954 0.472607 0.287111 0.278744 0.258978 0.248375 0.311215 0.65095 0.225855 0.222451 0.218937 0.330419
threshold=0 1 2 3 2025703500.0000002 1.5000000000000002 215.00000000000003 4 68.500000000000014 129.50000000000003 5 6 5.5000000000000009 42.250000000000007 47.500000000000007 7 19000.000000000004 39.07500000000001 2015.5000000000002 75.500000000000014 2020.5000000000002 8 2021.5000000000002 2010.5000000000002 9 95.500000000000014 231.50000000000003 2016.5000000000002 5.5000000000000009 2010.5000000000002
decision_type=9 9 9 9 8 10 10 9 10 10 9 9 8 10 8 9 8 8 8 10 8 9 8 10 9 10 8 10 10 8
left_child=-1 6 -3 4 -4 -6 -2 8 20 -10 16 12 13 14 28 21 -5 26 -19 -20 -7 -13 -23 24 25 -17 -18 -25 -12 -30
right_child=1 2 3 10 5 7 -8 -9 9 -11 11 15 -14 -15 -16 23 17 18 19 -21 -22 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-5.6812833054631643e-05 1.8158683517960406e-05 2.6751605395181365e-05 1.3215926742949826e-05 6.0929870010655145e-05 -0.0001535214505122622 4.4261601041914503e-05 -1.1220992904918367e-05 5.3331513136538289e-07 -1.6187545886325149e-05 -6.40101842861908e-06 1.2159155798787442e-05 -9.5305090117379972e-05 0.0027197576556211682 -0.00041385839337609615 0.00221899425917798 1.4271950913509695e-06 0.00015096773831399347 -9.3469467381946441e-05 -2.3076322572730878e-06 -3.8040190884129861e-05 -2.0682887410354664e-06 9.1329654401989279e-06 6.1530236661088097e-08 -0.00012197884407157682 2.5753566932680915e-05 -2.0858043127596461e-05 -3.8893869518569493e-05 1.6587442342066319e-05 -2.0309269916087394e-06 -0.00017006526436080349
leaf_weight=103 288 117 26 31 43 27 39 114 32 27 33 109 39 26 37 328 26 27 144 43 111 110 567 25 309 25 31 49 36 55
leaf_count=103 288 117 26 31 43 27 39 114 32 27 33 109 39 26 37 328 26 27 144 43 111 110 567 25 309 25 31 49 36 55
internal_value=0.000237744 0.000393761 0.000120407 -4.916e-05 -0.00153453 -0.0019831 0.0024497 -0.00139744 -0.00236538 -0.0054 0.000232897 0.000450256 -0.00108017 -0.00197872 -0.00120988 0.000683627 -0.000996805 -0.00145588 -0.00215814 -0.00155319 -0.00120863 8.03013e-05 0.000389535 0.00131727 0.00158069 0.000692308 0.00117241 -0.000853333 -0.002432 -0.00343478
internal_weight=2977 2874 2547 2430 380 354 327 311 197 59 2050 1748 226 187 161 1522 302 271 214 187 138 786 677 736 662 353 57 74 124 91
internal_count=2977 2874 2547 2430 380 354 327 311 197 59 2050 1748 226 187 161 1522 302 271 214 187 138 786 677 736 662 353 57 74 124 91
cat_boundaries=0 30 57 71 89 90 91 92 93 94 95
cat_threshold=0 1048576 0 0 1073741824 0 0 0 0 0 0 33554432 64 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 0 0 128 4096 0 12 0 134217728 0 0 0 0 1 32768 0 2052 8192 0 268435456 0 0 0 0 8192 0 0 0 0 0 268435456 4 268435456 1 8192 0 0 64 0 4202496 0 0 0 0 0 268435456 1 128 0 2099716 32 134217728 0 0 65536 0 0 256 0 0 67108864 32 0 384 67108864 35 4 2 18 36
is_linear=0
shrinkage=0.04


Tree=335
num_leaves=31
num_cat=12
split_feature=7 12 7 9 8 17 12 0 7 12 12 0 1 12 4 3 3 0 5 4 1 12 0 4 1 0 3 1 0 1
split_gain=1.66616 1.36938 0.965367 0.688221 0.519237 0.4799 0.655836 0.776933 0.529871 0.977554 0.749287 0.479557 0.476639 0.468125 0.430549 0.309129 0.287396 0.274642 0.261083 0.25538 0.226398 0.181563 0.762611 0.153971 0.201219 0.151798 0.151211 0.16381 0.15054 0.118776
threshold=0 1 2 3 4 5 6 42.250000000000007 7 8 9 42.250000000000007 5.5000000000000009 10 2188290000.0000005 2014.5000000000002 1996.5000000000002 40.250000000000007 2.5000000000000004 8048725000.000001 5.5000000000000009 11 35.600000000000009 2331015000.0000005 5.5000000000000009 35.850000000000009 2000.5000000000002 5.5000000000000009 36.900000000000006 5.5000000000000009
decision_type=9 9 9 9 9 9 9 8 9 9 9 10 8 9 10 10 10 10 8 8 8 9 10 8 8 10 10 10 10 8
left_child=1 11 -2 14 13 6 7 18 9 15 16 28 25 19 20 26 17 21 -6 -5 -4 22 -10 -8 -25 -3 27 -7 -1 -21
right_child=2 12 3 4 5 8 23 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.7467944934194087e-05 4.6667609164800843e-05 -1.3953400469175894e-05 -9.2743599578138403e-05 0.00039149835934171437 -9.3087024234080093e-06 -2.9280241369925562e-06 -2.2968882863768242e-05 6.9505041428643671e-05 -1.1656513892303047e-06 2.4190459259325783e-06 3.387825930331747e-06 -1.9385396793242213e-05 -6.4524044998382591e-05 7.1545736279565351e-06 -0.00022533207493910209 -5.2643168336166936e-05 1.5458947307957477e-05 -0.00049901603764055367 -0.00014973456186411727 3.5346266134438751e-07 4.8166353268907331e-05 7.3199511826104014e-08 2.3220728607239156e-05 2.2346677114586246e-06 0.0026251887199668505 -2.4400633418074316e-05 3.3526504724323489e-06 2.9990411554144146e-06 8.3358581312202991e-08 -1.3298332210598292e-05
leaf_weight=56 232 35 73 26 29 124 27 32 39 171 717 33 39 245 25 26 102 47 47 116 42 192 74 62 35 71 26 39 121 30
leaf_count=56 232 35 73 26 29 124 27 32 39 171 717 33 39 245 25 26 102 47 47 116 42 192 74 62 35 71 26 39 121 30
internal_value=0.000399455 -0.00213115 0.000753959 0.000502334 0.000678394 0.000375556 -0.00128395 -0.00342857 0.000630102 -0.000644836 0.00105245 1.41595e-10 -0.005 0.00193458 -0.00211921 -0.00238938 -0.000223656 -0.000770538 -0.00592208 0.000262295 -0.0012069 -0.000326797 -0.00151613 0.000711111 0.0015102 -0.00388785 -0.00191579 -0.00236585 0.000831461 -0.000380952
internal_weight=2933 355 2578 2346 2206 1789 232 108 1557 386 1171 210 145 417 140 215 454 352 76 172 115 305 113 124 97 106 189 163 177 146
internal_count=2933 355 2578 2346 2206 1789 232 108 1557 386 1171 210 145 417 140 215 454 352 76 172 115 305 113 124 97 106 189 163 177 146
cat_boundaries=0 18 20 37 39 65 66 67 84 86 88 90 92
cat_threshold=131073 268435584 0 2624000 0 134225920 0 805306368 33554432 8192 0 0 268435456 0 67108864 0 128 256 1212482 32 268435456 17 0 0 0 64 33554432 8192 0 134218768 0 256 0 268435456 0 0 4096 0 8208 0 12 0 0 2147483648 0 0 0 0 0 0 4 10304 512 0 0 0 0 4096 2048 128 0 0 0 0 16384 50 8514 2 0 1073741824 4 0 0 131072 0 2048 32 0 0 0 0 0 0 1073741824 16813346 32 1286176 2 26626 32 163840 2
is_linear=0
shrinkage=0.04


Tree=336
num_leaves=31
num_cat=11
split_feature=7 8 7 8 12 9 12 2 2 2 2 12 11 3 12 2 2 0 2 2 2 2 2 3 5 2 12 5 2 4
split_gain=1.8495 1.01228 0.646339 0.648901 0.825953 0.7499 0.596214 0.622315 0.513019 0.508577 0.521336 0.489818 0.474299 0.491226 0.735347 0.420203 0.461779 0.369226 0.365474 0.54035 0.315895 0.309995 0.294578 0.283857 0.275862 0.270777 0.243662 0.400413 0.311921 0.237549
threshold=0 1 2 3 4 5 6 5.5000000000000009 31.500000000000004 33.500000000000007 24.500000000000004 7 8 2012.5000000000002 9 29.500000000000004 7.5000000000000009 40.250000000000007 169.50000000000003 15.500000000000002 10.500000000000002 10.500000000000002 68.500000000000014 2003.5000000000002 1.5000000000000002 3.5000000000000004 10 3.5000000000000004 51.500000000000007 1050.0000000000002
decision_type=9 9 9 9 9 9 9 8 8 10 8 9 9 10 9 10 8 10 8 10 8 10 8 10 8 10 9 8 8 10
left_child=6 18 11 24 8 20 7 -1 -5 10 23 -3 -7 14 29 16 -16 21 19 -2 25 -18 -11 -8 -4 -6 27 -22 -28 -14
right_child=1 2 3 4 5 12 9 -9 -10 22 -12 -13 13 -15 15 -17 17 -19 -20 -21 26 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-3.3280668334958339e-05 -1.4956762767408818e-05 1.7966834655090766e-08 1.2196368010722442e-06 6.6384516294037889e-06 -7.6958264319136037e-06 1.7508441705724757e-05 -5.5789948261272914e-05 7.9169133810888433e-06 1.1617177976666488e-07 1.6372673390668085e-05 -0.00010776988360098802 3.9965401919121575e-06 2.4209298632211006e-06 -4.8176174065636465e-05 2.2561665488949097e-06 7.7955722493666255e-07 -5.0071501314452904e-05 -0.00059288599180838447 -2.3198517506874997e-05 1.0448245629878044e-06 7.9716087755481952e-05 -1.1725638801390399e-06 -6.9296355654614693e-06 1.9845983346985081e-05 1.9079408779368368e-05 9.937011458945379e-05 -6.8618203754311166e-05 -1.2111448922855844e-05 -1.4839005567867048e-05 -7.3296220239727725e-05
leaf_weight=26 27 109 84 157 27 112 94 80 131 44 48 260 457 111 56 194 44 28 33 50 33 104 43 30 245 75 74 87 62 25
leaf_count=26 27 109 84 157 27 112 94 80 131 44 48 260 457 111 56 194 44 28 33 50 33 104 43 30 245 75 74 87 62 25
internal_value=0.000230431 0.000608629 0.00078037 0.000502598 0.000194631 -0.000189333 -0.00239362 0.000205128 0.00211371 -0.00342222 -0.00480925 0.00230526 0.000318739 3.49516e-05 0.000343234 -0.000860412 -0.00202575 -0.00302825 -0.00297521 -0.00169231 -0.0017561 -0.00220134 -0.00104545 -0.003392 0.00210588 7.767e-05 -0.00255253 -0.00091603 -0.00364626 0.00139554
internal_weight=2950 2585 2475 2106 1777 1489 365 106 288 259 172 369 1131 1019 908 426 232 176 110 77 358 148 87 124 329 102 256 120 136 482
internal_count=2950 2585 2475 2106 1777 1489 365 106 288 259 172 369 1131 1019 908 426 232 176 110 77 358 148 87 124 329 102 256 120 136 482
cat_boundaries=0 18 47 65 91 92 94 95 96 99 101 103
cat_threshold=2 268435472 0 526852 0 134225920 0 536870912 0 8192 0 384 0 0 67108864 32 1073741824 256 0 0 0 0 2147483648 0 0 0 0 0 0 0 64 0 0 0 0 0 0 0 2147483648 0 4194304 0 0 32768 0 0 524288 268435456 1 67108864 8192 0 64 0 8192 65536 16 8192 2097152 8388608 268435456 0 0 4096 32768 268435456 4 4 0 0 0 262144 2147483648 0 32768 0 4 2048 1024 0 0 0 0 0 0 0 0 0 0 0 268435456 68305920 1 12308 68200448 149792 16384 2147484160 524288 32834 34 98368 32
is_linear=0
shrinkage=0.04


Tree=337
num_leaves=31
num_cat=10
split_feature=9 12 0 2 12 5 13 0 2 12 9 3 4 11 12 0 11 2 3 12 2 2 1 0 2 0 2 2 4 3
split_gain=0.641 0.59143 0.81991 0.770319 0.491622 0.469478 0.416049 0.88558 0.578744 0.501375 0.390211 0.361915 0.36169 0.417114 0.754763 0.350863 0.348912 0.597135 0.524052 0.507435 0.509052 0.424024 0.36901 0.327952 0.289829 0.288118 0.28584 0.340037 0.27262 0.270679
threshold=0 1 40.250000000000007 176.00000000000003 2 2.5000000000000004 3 39.07500000000001 13.500000000000002 4 5 2006.5000000000002 260.00000000000006 6 7 37.750000000000007 8 114.50000000000001 2013.5000000000002 9 14.500000000000002 92.500000000000014 5.5000000000000009 46.250000000000007 40.500000000000007 16.750000000000004 24.500000000000004 34.500000000000007 984745000.00000012 1992.5000000000002
decision_type=9 9 10 8 9 8 9 10 8 9 9 10 8 9 9 10 9 10 10 9 10 10 10 10 8 10 10 10 8 10
left_child=4 2 5 23 24 -2 7 -6 -9 -8 11 12 -3 14 -14 -11 17 19 -18 -7 -21 22 29 -4 -1 -16 -13 -28 -10 -22
right_child=1 10 3 -5 6 16 9 8 28 15 -12 26 13 -15 25 -17 18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=9.7261212560279165e-06 -0.00026408790495445158 -4.5495321881089188e-06 -0.00032159840975603079 -0.00052296152029301696 -3.7110087371894261e-05 4.9072624298885752e-06 3.5079844100844317e-05 8.9127056041056509e-05 -5.4246253393884158e-05 1.1924195454109899e-05 0.00091016340659131559 4.6035742009853126e-06 1.739523963158151e-06 4.4619315164509518e-06 -2.5445809418615459e-07 -3.0155671073045445e-05 7.0698348821137546e-06 -1.9985086668319429e-05 -0.00012422504047281954 2.4633871897828228e-06 -7.1103112817453632e-07 4.5324529533583688e-06 8.9492112647452012e-07 1.310422484698479e-05 -4.1857586445733286e-05 -2.67840671287247e-06 -0.00024460062355445458 -7.6753210956373686e-06 -1.6423222833631699e-05 -0.00021939102097623544
leaf_weight=153 26 26 34 26 29 140 104 33 30 31 303 80 110 612 78 90 238 40 25 159 160 32 51 32 83 43 26 42 110 35
leaf_count=153 26 26 34 26 29 140 104 33 30 31 303 80 110 612 78 90 238 40 25 159 160 32 51 32 83 43 26 42 110 35
internal_value=0.000215963 0.000528983 -0.000206145 -0.00378495 -0.000872403 0.000158765 -0.00167123 -0.00296714 -0.002 -0.000423729 0.00108189 0.000688716 0.0010069 0.00115166 -0.000314049 -0.00209091 0.000317821 -0.000210191 0.00150365 0.000117647 -0.0005625 -0.00160573 -0.00217004 -0.00143284 0.000582996 -0.00239394 -0.00112752 -0.00301449 -0.00312057 -0.00295918
internal_weight=2981 2318 998 92 663 906 427 202 173 225 1320 1017 869 843 231 121 880 617 263 577 437 278 246 66 236 121 148 68 140 195
internal_count=2981 2318 998 92 663 906 427 202 173 225 1320 1017 869 843 231 121 880 617 263 577 437 278 246 66 236 121 148 68 140 195
cat_boundaries=0 2 4 6 7 8 10 12 13 15 16
cat_threshold=128 12292 83976224 34 1296384 2 12 8450 257 18432 32 1024 1049666 16420 512 8224
is_linear=0
shrinkage=0.04


Tree=338
num_leaves=31
num_cat=10
split_feature=7 8 2 6 5 9 11 2 2 4 6 8 4 2 0 2 0 0 2 2 2 6 1 7 1 2 3 6 0 2
split_gain=1.41209 0.815253 0.830659 0.677209 0.942943 0.644865 0.867952 0.613473 0.394135 0.36015 0.276008 0.540639 0.436546 0.469321 0.359828 0.311756 0.317506 0.272998 0.248997 0.245442 0.24506 0.242077 0.298592 0.221205 0.283158 0.345928 0.215969 0.205219 0.391668 0.384498
threshold=0 1 25.500000000000004 2 2.5000000000000004 3 4 321.00000000000006 5.5000000000000009 199.50000000000003 5 6 581475000.00000012 32.500000000000007 33.175000000000004 48.500000000000007 29.500000000000004 40.675000000000004 103.50000000000001 50.500000000000007 12.500000000000002 7 5.5000000000000009 8 2.5000000000000004 29.500000000000004 2015.5000000000002 9 39.07500000000001 8.5000000000000018
decision_type=9 9 8 9 8 9 9 8 10 8 9 9 8 8 10 8 10 10 10 10 10 9 10 9 10 10 8 9 10 10
left_child=21 18 3 8 20 7 26 -4 -3 -6 17 14 -13 -14 -12 -15 -17 -8 19 -2 -5 -1 23 24 -23 -26 -7 28 -11 -30
right_child=1 2 5 4 9 6 10 -9 -10 27 11 12 13 15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0011277509029424208 7.5284619250098762e-06 7.2610911674220287e-06 -2.7595489793332424e-05 -1.5710537475144446e-05 -4.1161415490427829e-06 -8.2222541135367109e-07 7.7164013214345577e-07 -3.4594129151136564e-05 -7.6850030875207431e-05 0.0013190763260495137 -2.5060320670533621e-07 -4.2296346402012865e-05 -5.3535041040698782e-05 8.4653404109750221e-06 3.536341089555412e-06 -4.3340601692242202e-05 -9.3376554833283184e-06 -0.00059409398961379398 0.00010624711589061027 -2.1378168083772076e-06 -9.2143017431136872e-06 0.0015765387000667025 1.4226928082039928e-05 4.2773211199740775e-06 -0.00011419897210314254 1.5305725765688066e-06 3.7069062105613641e-05 3.3448232987491491e-06 5.4982183767325125e-05 -0.00014799815426117733
leaf_weight=114 358 35 50 74 27 25 188 50 69 25 246 29 31 32 59 40 99 52 50 49 38 41 67 276 36 28 80 594 32 43
leaf_count=114 358 35 50 74 27 25 188 50 69 25 246 29 31 32 59 40 99 52 50 49 38 41 67 276 36 28 80 594 32 43
internal_value=0.000186522 -0.000243085 -0.000605495 0.000243071 0.000630332 -0.00142159 -0.00102691 -0.00432432 -0.00264348 0.00116898 -0.00149428 -0.00200366 -0.00345455 -0.00291626 -0.000822785 -0.00206977 -0.00288571 -0.000318725 0.00125641 0.000950981 -0.00276106 0.00196859 0.00146405 0.00105759 -0.000517241 -0.00221538 0.00224138 0.00134676 -0.00036036 -0.00184211
internal_weight=2937 2375 1918 937 833 981 881 100 104 721 776 536 231 202 305 171 139 240 457 407 112 562 448 381 105 64 105 694 100 75
internal_count=2937 2375 1918 937 833 981 881 100 104 721 776 536 231 202 305 171 139 240 457 407 112 562 448 381 105 64 105 694 100 75
cat_boundaries=0 18 47 48 50 53 54 77 78 95 96
cat_threshold=268435457 1 1678778368 262660 0 0 33554432 272637952 33554432 134217760 8224 192 67108864 268435456 0 0 16 512 1342177296 0 4 134217728 0 0 0 2147483648 1 0 0 4 10240 1048576 0 0 0 0 4096 10240 256 0 0 8 0 16384 64 0 524288 4 1 8208 0 2147485184 524288 150 0 0 0 0 0 0 262144 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 20971520 84 0 0 1074790400 0 0 0 0 268435456 0 32 0 128 0 0 0 0 16 2
is_linear=0
shrinkage=0.04


Tree=339
num_leaves=31
num_cat=16
split_feature=7 9 12 9 7 2 8 2 8 2 11 2 12 3 3 14 4 11 12 12 2 2 5 12 2 4 12 6 2 5
split_gain=1.13232 0.816136 0.775206 0.604702 0.585473 0.577264 0.561001 0.4926 0.377299 0.361813 0.360861 0.370627 0.354964 0.496594 0.379927 0.302101 0.29415 0.292092 0.628968 0.522034 0.403737 0.730793 0.371458 0.293743 0.433298 0.278466 0.269678 0.429174 0.241187 0.219726
threshold=0 1 2 3 4 100.50000000000001 5 14.500000000000002 6 6.5000000000000009 7 12.500000000000002 8 2009.5000000000002 1999.5000000000002 9 972430000.00000012 10 11 12 49.500000000000007 20.500000000000004 1.5000000000000002 13 85.500000000000014 86.000000000000014 14 15 9.5000000000000018 1.0000000180025095e-35
decision_type=9 9 9 9 9 8 9 10 9 10 9 8 9 8 8 9 10 9 9 9 10 8 10 9 10 10 9 9 8 10
left_child=2 7 3 -1 -3 -4 28 9 -8 -2 29 26 13 -13 -14 -16 -9 18 -17 20 21 -19 23 24 -21 -5 27 -12 -6 -10
right_child=1 4 5 25 6 -7 8 16 10 -11 11 12 14 -15 15 17 -18 19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.782913148787154e-06 -2.1817663959939845e-05 2.2903647937469351e-05 -2.5846737854061414e-06 -5.3964218185118681e-05 -2.1026140072364598e-05 -0.00013439240285502944 1.1726542326778411e-05 -1.9598393256055796e-05 1.9883383275499343e-05 0.0032641243860126045 -3.7832493331221245e-05 -5.0129524283908118e-05 2.5929396739661138e-05 2.6089539718877993e-06 4.2366354496073154e-06 1.9332122752159787e-06 -0.00011789778009251086 -4.4155663517232463e-07 -4.4669971543826551e-07 4.2075784188009997e-06 4.4408328257566154e-06 -0.00040146511993249963 -3.2886003738363443e-05 -7.9435296173673688e-06 -0.00011255517244287021 0.001000941129873629 6.112005405921727e-06 5.5308619897708231e-05 -3.2846190824488273e-06 -2.5759042005379518e-07
leaf_weight=213 87 105 174 89 30 50 231 75 122 42 108 26 32 185 101 104 28 33 130 159 30 47 38 178 25 27 198 179 80 25
leaf_count=213 87 105 174 89 30 50 231 75 122 42 108 26 32 185 101 104 28 33 130 159 30 47 38 178 25 27 198 179 80 25
internal_value=0.000218157 0.000594438 -0.00139716 -0.000129412 0.00083785 -0.00316596 0.000677606 -0.00161317 0.000837921 -3.07691e-05 0.000623917 0.000436869 2.93849e-05 0.00145946 -0.000328829 -0.000496454 -0.00373077 -0.00077351 0.000391837 -0.00130518 -0.00363636 -0.0054321 -0.000583941 -0.000198347 0.000902564 -0.00233071 0.00135802 0.000496644 -0.00198347 0.0024557
internal_weight=2951 2398 553 329 2166 224 2061 232 1951 129 1720 1573 1088 211 877 845 103 744 234 510 110 80 400 362 184 116 485 287 110 147
internal_count=2951 2398 553 329 2166 224 2061 232 1951 129 1720 1573 1088 211 877 845 103 744 234 510 110 80 400 362 184 116 485 287 110 147
cat_boundaries=0 18 20 22 24 41 71 100 103 104 105 107 108 109 111 113 114
cat_threshold=131072 268435584 536879104 2623488 32 134217728 0 536870912 33619968 32 0 384 268435456 0 0 32 0 128 0 8336 17967170 32 0 6288 268435456 1 0 0 589824 2112 0 0 0 0 8224 0 0 0 0 0 128 1073741824 0 0 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 16384 0 0 0 4096 0 12 0 134217728 0 0 0 0 0 0 0 2052 2048 0 0 0 0 0 0 8192 0 0 4194304 0 0 0 0 0 524288 0 2147484672 524288 67306496 144 16416 512 1073250 1073408 2050 32 67144770 34 28
is_linear=0
shrinkage=0.04


Tree=340
num_leaves=31
num_cat=14
split_feature=7 7 8 17 12 2 12 12 11 2 6 2 2 2 2 11 11 2 13 2 2 2 2 12 2 2 2 5 12 2
split_gain=1.64971 0.581905 0.675688 0.68596 0.59505 0.673658 0.539356 0.494632 0.526034 0.484605 0.480053 0.415321 0.390441 0.566988 0.45825 0.358154 0.33993 0.322322 0.412943 0.382415 0.367354 0.298693 0.262319 0.262265 0.30826 0.306379 0.273874 0.223913 0.2796 0.289441
threshold=0 1 2 3 4 80.500000000000014 5 6 7 21.500000000000004 8 14.500000000000002 9.5000000000000018 46.500000000000007 29.500000000000004 9 10 63.500000000000007 11 119.00000000000001 26.500000000000004 45.500000000000007 88.500000000000014 12 2178.5000000000005 26.500000000000004 13.500000000000002 1.5000000000000002 13 35.500000000000007
decision_type=9 9 9 9 9 10 9 9 9 8 9 10 8 10 8 9 9 10 9 10 8 10 10 9 8 10 8 8 9 8
left_child=12 6 27 4 5 21 -2 16 9 10 -9 -12 -1 14 -14 -11 -5 18 20 -19 -18 -4 -17 25 -25 26 -10 -3 29 -29
right_child=1 2 3 7 -6 -7 -8 8 23 15 11 -13 13 -15 -16 22 17 19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-7.9045399741548388e-05 -2.5391516326024845e-08 -9.942296594389125e-06 -3.4500215848402613e-05 2.7062773822408167e-06 -9.1448401881504097e-07 -9.7613691960436475e-05 4.2566912490188382e-06 -5.2090097280108988e-05 -6.9100544559567686e-07 2.1342956932391298e-05 3.4180707866714096e-06 -1.1373958267029015e-05 -3.3336278733529537e-05 -2.3988750222037368e-05 0.00042708359211115701 2.0416668967015994e-07 -3.3900478502542017e-05 1.1910863446550586e-06 -1.0788785961308734e-06 -9.0201253295120985e-06 -2.1095733573282174e-05 2.063858213884596e-07 -2.9409200234990049e-06 0.00010730020157293004 1.3155181937960884e-05 -5.1772129499312625e-05 1.9124710690200234e-05 2.0359068476369587e-05 1.1325320923317806e-05 -4.8036832609329422e-05
leaf_weight=60 151 69 45 144 131 28 282 107 39 117 205 87 82 54 39 128 68 30 125 65 32 32 25 192 77 42 56 67 314 42
leaf_count=60 151 69 45 144 131 28 282 107 39 117 205 87 82 54 39 128 68 30 125 65 32 32 25 192 77 42 56 67 314 42
internal_value=0.000129428 0.000413132 0.000152766 -0.000212766 -0.00217004 -0.00431034 0.00173874 0.000100645 0.000570903 -0.000123529 -0.00101 -0.00010561 -0.00300813 -0.00215909 -0.000622951 0.00118081 -0.000976842 -0.00169184 -0.00256637 0.000208333 -0.00432432 -0.00271795 -0.000170732 0.00168825 0.00241429 0.000189189 0.00145833 0.00144732 0.00182075 -3.33332e-05
internal_weight=2935 2700 2267 1775 236 105 433 1539 1075 669 399 292 235 175 121 270 464 320 225 95 100 77 153 406 269 137 95 492 423 109
internal_count=2935 2700 2267 1775 236 105 433 1539 1075 669 399 292 235 175 121 270 464 320 225 95 100 77 153 406 269 137 95 492 423 109
cat_boundaries=0 17 35 62 63 64 66 68 71 72 73 75 76 77 78
cat_threshold=131074 0 0 526336 0 134225984 0 536870912 0 0 0 256 0 268435456 0 32 1073741824 268435456 0 1074790400 8192 65536 0 0 139264 0 32 32 0 67108864 0 0 0 128 512 1342177296 0 0 0 0 1 262144 2147483648 0 0 0 2052 10240 1048576 0 4096 0 0 0 8192 0 0 4194304 8 0 0 68 19 66 84027392 32 17834016 34 36 512 524288 260 4 4 2147483648 2 114688 3424
is_linear=0
shrinkage=0.04


Tree=341
num_leaves=31
num_cat=13
split_feature=7 8 7 8 3 3 13 1 12 3 11 0 13 12 6 3 0 0 0 12 0 6 1 5 3 0 1 12 0 0
split_gain=1.59127 1.25795 0.908623 0.680974 0.477462 0.465575 0.457683 0.452651 0.39026 0.565615 0.559935 0.818923 0.300337 0.697704 0.643476 0.338218 0.289476 0.179942 0.248867 0.414073 0.350403 0.313553 0.653223 0.462401 0.179364 0.172891 0.213375 0.168468 0.212378 0.16586
threshold=0 1 2 3 2018.5000000000002 1992.5000000000002 4 5.5000000000000009 5 1992.5000000000002 6 24.500000000000004 7 8 9 2000.5000000000002 48.175000000000004 14.500000000000002 39.07500000000001 10 30.500000000000004 11 5.5000000000000009 1.5000000000000002 1999.5000000000002 43.175000000000004 5.5000000000000009 12 38.57500000000001 39.07500000000001
decision_type=9 9 9 9 8 8 9 8 9 10 9 10 9 9 9 10 10 10 10 9 10 9 8 8 10 10 8 9 10 10
left_child=6 27 24 4 -4 -5 7 -1 9 16 -10 -12 14 -14 -13 -16 17 -7 19 -19 -21 22 -20 -23 -3 26 -25 28 -2 -11
right_child=1 2 3 5 -6 8 -8 -9 10 29 11 12 13 -15 15 -17 -18 18 21 20 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-6.3745910753485195e-05 6.1528157971825731e-06 7.1675872144861844e-06 -0.00019342779519968833 0.00024206502481431455 -5.039781942341502e-06 -2.4222664586381498e-05 -9.606973322987184e-06 0.00028153437853872283 1.1228593964208305e-06 -5.5333090120885752e-06 -3.9492631738148277e-06 7.2682317891101636e-06 -2.1448141305615573e-05 4.0980769423175208e-05 -9.4837463202678864e-05 0.00012538346050014584 9.2327411026628219e-05 1.122780185411898e-06 -2.8683038678123177e-05 -1.0522571867951956e-06 0.00098002252847178921 -4.490137362560159e-05 -0.00051503461595026989 -1.2369412927840161e-05 -3.3777462657550482e-07 0.00011492768106902977 8.2051059556468702e-05 7.2133798348664552e-06 -4.7106038535570831e-06 5.3542896382758455e-05
leaf_weight=99 60 230 26 47 82 39 116 28 228 39 81 139 132 301 109 45 29 103 77 104 25 40 26 94 25 42 46 331 59 147
leaf_count=99 60 230 26 47 82 39 116 28 228 39 81 139 132 301 109 45 29 103 77 104 25 40 26 94 25 42 46 331 59 147
internal_value=0.000242712 0.000524108 0.000134098 -0.000157058 -0.00309244 2.73111e-05 -0.0027874 -0.00443478 -7.36328e-05 -0.000725061 0.000439771 -6.35695e-05 0.000363136 0.00101802 -0.000618421 -0.00232727 -0.0013099 -0.00150084 -0.00131183 -0.000309013 -0.00174286 -0.00202454 -0.00375439 -0.000995708 0.00233083 -0.000174863 -0.000851064 0.0024295 0.000892308 0.00119786
internal_weight=2949 2706 2256 2001 108 1893 243 127 1846 811 1035 807 726 433 293 154 625 596 557 232 129 325 103 222 255 182 140 450 119 186
internal_count=2949 2706 2256 2001 108 1893 243 127 1846 811 1035 807 726 433 293 154 625 596 557 232 129 325 103 222 255 182 140 450 119 186
cat_boundaries=0 17 43 61 90 91 92 94 95 97 98 99 100 102
cat_threshold=0 268435456 0 526336 0 134225920 0 536870912 0 8224 0 256 268435456 268435456 0 32 1073741824 1342177280 0 0 134217728 0 1 0 2147483648 1 32768 0 2052 10240 0 0 0 0 0 4096 10240 128 0 0 0 0 16384 268435457 0 1140850688 2097156 0 0 0 8192 0 0 32 2097152 128 0 67108864 0 16 256 0 0 4 0 8192 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 0 0 0 4194304 0 0 0 0 0 524288 10 17009760 32 2147484160 12 24576 34 266 65632 76 16704 32
is_linear=0
shrinkage=0.04


Tree=342
num_leaves=31
num_cat=13
split_feature=7 7 9 6 0 6 4 5 0 11 0 3 11 17 0 3 6 0 15 4 9 1 6 0 0 1 3 3 1 18
split_gain=1.62855 0.745904 0.599095 1.48768 1.11827 0.552433 0.483312 0.381466 0.338404 0.290773 0.747993 0.246032 0.233959 0.248012 0.402947 0.35152 0.2736 0.259758 0.229932 0.405557 0.222753 0.199417 0.188947 0.165505 0.259133 0.160596 0.147186 0.133702 0.131144 0.128988
threshold=0 1 2 3 46.250000000000007 4 539925000.00000012 519.00000000000011 39.07500000000001 5 37.750000000000007 1993.5000000000002 6 7 36.400000000000006 1999.5000000000002 8 37.750000000000007 9 7650.0000000000009 10 5.5000000000000009 11 18.500000000000004 29.500000000000004 5.5000000000000009 2019.5000000000002 2007.5000000000002 4.5000000000000009 12
decision_type=9 9 9 9 8 9 8 8 10 9 10 8 9 9 10 8 9 10 9 10 9 10 9 10 10 10 8 8 10 9
left_child=5 -2 11 7 6 8 -5 -4 -1 27 -11 -3 -13 14 -14 -15 18 25 23 -20 -9 22 -19 -17 -25 -18 -7 -8 -22 -26
right_child=1 2 3 4 -6 26 9 20 -10 10 -12 12 13 15 -16 16 17 21 19 -21 28 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-2.0700902023041294e-05 0.0001818101895098126 0.00019892688972542554 -0.00010592186408600018 4.6475402464756961e-05 -0.0002436211682834784 -0.00027651222323623123 0.00085211080661038536 1.1358471697662533e-07 3.4377992422880199e-06 -1.4543731250772191e-05 -6.7631232001127744e-05 1.0806994068685006e-05 5.4056502843794287e-06 -7.3599065040678665e-05 -3.1477788733981546e-05 -2.6402195816952932e-07 9.8286025960203809e-05 -2.9405939328751855e-07 1.4831616211358343e-06 -4.4454365787540711e-05 2.9537450899534404e-05 5.4044899089527668e-05 2.5637961430226409e-05 1.7080397795247471e-06 -7.7861610238959101e-05 -2.4845738123095674e-06 -4.6074287085642205e-05 -3.3551101350218417e-05 7.642622188565247e-06 5.6939583758720987e-07
leaf_weight=34 109 39 25 31 27 26 30 142 82 46 69 100 47 40 58 289 176 266 312 26 66 54 175 32 40 29 85 90 240 152
leaf_count=34 109 39 25 31 27 26 30 142 82 46 69 100 47 40 58 289 176 266 312 26 66 54 175 32 40 29 85 90 240 152
internal_value=0.00026821 0.000543918 0.000399694 -0.000535392 -0.00272368 -0.00290756 -0.00200749 0.00085124 -0.000755905 -0.00262712 -0.00396825 0.000790899 0.000725654 0.000599883 -0.0012069 0.000726592 0.00082732 0.00140647 0.000329466 0.00112321 0.00114031 0.000927419 0.000642534 -0.000206107 0.000604445 0.00262136 -0.00488525 -0.00091603 0.00171609 4.14509e-05
internal_weight=2937 2710 2601 766 293 227 266 473 116 235 115 1835 1796 1696 105 1591 1551 700 851 338 448 495 441 513 224 205 111 120 306 192
internal_count=2937 2710 2601 766 293 227 266 473 116 235 115 1835 1796 1696 105 1591 1551 700 851 338 448 495 441 513 224 205 111 120 306 192
cat_boundaries=0 18 36 38 39 40 41 44 45 46 47 49 50 51
cat_threshold=131072 268435456 8192 526336 0 134225920 0 536870912 0 8224 0 256 0 0 0 32 0 128 268435456 32 536870912 0 0 0 0 8192 0 536870912 32768 2097152 16 0 0 0 0 512 1073873153 6176 154 408 4 2147516416 65536 524288 20 136 202375168 128 8208 276 4
is_linear=0
shrinkage=0.04


Tree=343
num_leaves=31
num_cat=11
split_feature=7 7 8 9 6 4 9 4 17 1 0 8 1 4 0 0 3 0 6 7 3 0 1 9 3 0 3 5 4 3
split_gain=1.43534 0.937962 0.76171 0.511328 0.504435 0.589747 0.385287 0.601055 0.426798 0.612509 0.587862 0.500489 0.319725 0.271414 0.264863 0.259153 0.240681 0.237812 0.225431 0.271782 0.487584 0.331805 0.220547 0.210396 0.208874 0.238461 0.205562 0.274954 0.178248 0.172099
threshold=0 1 2 3 4 984745000.00000012 5 180.50000000000003 6 5.5000000000000009 42.250000000000007 7 5.5000000000000009 12000.000000000002 44.07500000000001 46.250000000000007 2012.5000000000002 39.07500000000001 8 9 2003.5000000000002 10.500000000000002 5.5000000000000009 10 2012.5000000000002 35.850000000000009 2019.5000000000002 1.5000000000000002 18214475000.000004 2007.5000000000002
decision_type=9 9 9 9 9 8 9 8 9 8 10 9 8 10 10 10 10 10 9 9 10 10 10 9 8 10 8 8 8 8
left_child=3 -2 13 12 5 -4 29 -8 9 10 -9 -10 -1 23 16 18 -7 -5 24 20 21 -20 -23 -3 -13 -26 -25 -28 -11 -6
right_child=1 2 4 17 6 14 7 8 11 28 -12 15 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=4.3927628571847438e-06 1.4878542031895046e-05 3.781267552463566e-06 -5.1234072396368053e-05 -3.0167801392479e-05 -6.4960887254904253e-06 -1.5222368576292707e-05 -2.3419872613023523e-05 -0.0001280048050100455 -1.1836391073386832e-06 -9.7135353065039154e-06 7.1253836711832527e-05 0.0016246055751046983 -9.3014504099770445e-05 -2.2510811245257351e-05 -0.00025798610512358608 2.5615884953005804e-05 0.00056077910456701918 -5.7948454847300511e-05 -2.6285603158579726e-06 1.4128903980501227e-06 -3.4551896792883919e-05 7.5425906191099957e-07 -1.1880494590744e-07 -6.3860967659503797e-05 0.0014178705511034557 -0.0001306404569348076 -7.9646340801613183e-05 2.406993808190696e-05 1.4742486178960235e-05 1.2005132097221685e-05
leaf_weight=83 222 347 34 25 40 215 34 40 215 31 28 25 35 35 60 40 34 85 33 465 25 123 46 31 38 67 26 65 72 292
leaf_count=83 222 347 34 25 40 215 34 40 215 31 28 25 35 35 60 40 34 85 33 465 25 123 46 31 38 67 26 65 72 292
internal_value=0.000262363 0.000524128 0.00029288 -0.0027113 -6.7073e-05 -0.00143503 0.000231385 -8.66201e-05 5.76463e-05 -0.00173626 -0.00475362 0.000356618 -0.00068217 0.00166214 -0.000916129 0.000788087 -0.000336 -0.0046281 0.000641555 0.000921764 -0.000218487 0.000433498 0.00115294 0.00194894 -0.000851064 -0.00169811 0.000360902 0.00134783 0.000115385 0.00142274
internal_weight=2911 2683 2461 228 1957 343 1614 1282 1248 171 68 1077 118 504 309 862 249 110 822 692 227 202 169 469 130 105 122 91 103 332
internal_count=2911 2683 2461 228 1957 343 1614 1282 1248 171 68 1077 118 504 309 862 249 110 822 692 227 202 169 469 130 105 122 91 103 332
cat_boundaries=0 18 36 63 65 66 68 69 98 99 108 110
cat_threshold=131072 128 0 2048 0 134225984 33554432 536870912 0 8192 0 0 0 0 0 32 0 128 0 1 1141899264 262144 524288 0 0 8192 0 134217728 32768 0 67108880 0 0 0 128 256 16 4 0 0 2147483648 1 262144 0 0 0 0 2052 0 1048576 0 0 0 0 4096 10240 128 524288 0 8 0 49152 64 0 6144 68 1073872896 16420 52 0 0 0 0 0 0 0 2147483648 0 0 0 0 10240 512 0 0 0 0 0 0 256 0 0 0 0 0 0 0 524288 18 0 0 0 0 0 0 131072 0 67584 0 6144
is_linear=0
shrinkage=0.04


Tree=344
num_leaves=31
num_cat=9
split_feature=8 7 8 4 7 2 4 0 2 2 0 0 15 2 7 2 7 0 3 0 1 2 6 2 2 7 0 2 2 2
split_gain=1.30222 0.906693 0.930459 0.645154 0.508509 0.468064 0.353751 0.31506 0.448369 0.409007 0.371334 0.312859 0.302989 1.00749 0.489482 0.493113 0.342764 0.56825 0.280281 0.275113 0.254797 0.260841 0.248363 0.374824 0.335261 0.37224 0.493306 0.268933 0.245905 0.320218
threshold=0 1 2 552615000.00000012 3 46.500000000000007 111.00000000000001 36.900000000000006 88.500000000000014 33.500000000000007 44.07500000000001 52.740000000000002 4 1.0000000180025095e-35 5 155.00000000000003 6 24.500000000000004 2020.5000000000002 37.750000000000007 5.5000000000000009 69.500000000000014 7 71.500000000000014 57.500000000000007 8 24.500000000000004 7.5000000000000009 10.500000000000002 2.5000000000000004
decision_type=9 9 9 8 9 10 10 8 10 10 10 8 9 10 9 10 9 10 8 10 8 10 9 10 10 9 10 8 8 10
left_child=3 -2 28 -1 5 19 11 9 10 -8 -9 12 13 -6 20 -16 17 -15 -5 -4 -14 -22 27 24 25 -24 -27 -18 29 -3
right_child=1 2 4 18 6 -7 7 8 -10 -11 -12 -13 14 16 15 -17 22 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.8452668578161592e-05 7.4744256711227491e-06 5.997007884168428e-06 6.343912242617834e-06 -6.0728367748887852e-05 -0.00018808556722421207 -1.9753923168769035e-05 -6.549965261914879e-05 -3.2989211075475083e-05 -0.00087236783463868887 2.3786806941856755e-05 4.6899358845991265e-05 -1.7571975131563108e-05 2.4212534766212595e-06 -1.3075973602882428e-07 5.8565398250516729e-06 -5.4700657194760132e-06 0.00026435920100442982 8.0854697383637297e-05 -2.0904234162893331e-05 -4.3288138180990253e-05 -4.0129723317167373e-06 5.5049584488162601e-07 4.2167063367129924e-07 1.0132556662882297e-06 -7.9981969379450062e-07 -8.8536406717786614e-05 -1.3650981192965544e-05 2.7826499223731815e-07 4.8370648240542526e-06 -1.0207053438973251e-06
leaf_weight=28 337 28 31 45 37 27 31 113 29 34 48 30 52 37 460 33 53 111 132 42 59 25 172 95 35 29 225 244 247 70
leaf_count=28 337 28 31 45 37 27 31 113 29 34 48 30 52 37 460 33 53 111 132 42 59 25 172 95 35 29 225 244 247 70
internal_value=0.000121089 0.000355556 7.80732e-05 -0.00287037 -0.000248182 -0.00288288 -9.78093e-05 -0.00148437 -0.00230366 0.000909091 -0.00145679 0.000110719 0.000184652 -0.000236415 0.00086875 0.00145238 3.99216e-06 0.00171069 -0.00208989 -0.00145946 -0.00119728 -0.00263529 -0.000310185 -0.000804233 -0.00129004 -0.000974239 -0.00190189 0.00061039 0.00196629 0.000323232
internal_weight=2939 2734 2397 205 2052 100 1952 255 190 65 161 1697 1667 1038 629 493 1001 148 177 73 136 84 853 556 461 426 254 297 345 98
internal_count=2939 2734 2397 205 2052 100 1952 255 190 65 161 1697 1667 1038 629 493 1001 148 177 73 136 84 853 556 461 426 254 297 345 98
cat_boundaries=0 30 48 71 85 86 95 112 113 121
cat_threshold=0 2048 4 0 1073741824 0 0 2147483648 0 0 0 33554688 64 0 0 0 0 0 0 0 2147483648 0 0 0 0 32768 0 0 524416 4096 268435457 0 1677721600 262144 2 64 0 8192 2048 671088640 8192 256 16 0 0 0 1073741824 128 16 0 0 0 65536 0 0 0 1 0 0 2052 2048 0 0 0 0 0 4096 8192 128 0 4194304 131072 16 0 524288 0 134217728 0 0 33554432 0 0 0 0 268435456 202375168 0 128 0 0 32 0 131072 0 65536 2 128 0 2048 0 0 0 0 65536 32 0 0 0 0 0 0 16 194 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=345
num_leaves=31
num_cat=12
split_feature=7 12 1 8 7 2 0 2 12 7 12 8 9 2 2 2 0 5 2 2 2 1 14 12 0 0 6 2 3 1
split_gain=1.7647 1.08878 0.748617 0.724601 0.65544 0.511756 0.837991 0.494952 0.381572 0.363478 0.444139 0.388986 0.36392 0.573786 1.06594 0.426601 0.384861 0.340173 0.310648 0.292914 0.287371 0.368755 0.285115 0.258491 0.304453 0.384724 0.252931 0.243603 0.210638 0.210165
threshold=0 1 5.5000000000000009 2 3 13.500000000000002 37.750000000000007 69.500000000000014 4 5 6 7 8 42.500000000000007 25.500000000000004 6.5000000000000009 40.675000000000004 2.5000000000000004 14.500000000000002 25.500000000000004 4.5000000000000009 1.5000000000000002 9 10 38.20000000000001 12.250000000000002 11 10.500000000000002 2006.5000000000002 5.5000000000000009
decision_type=9 9 10 9 9 8 10 10 9 9 9 9 9 8 10 10 8 8 8 10 10 10 9 9 10 10 9 10 10 10
left_child=1 2 5 8 7 -1 -7 -3 17 -5 -11 20 13 14 15 -13 22 18 -2 -6 21 -12 26 -24 25 -25 28 -17 -14 -28
right_child=3 4 -4 9 19 6 -8 -9 -10 10 11 12 16 -15 -16 27 -18 -19 -20 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-1.6433859235967072e-05 -7.2041921992008792e-05 4.7139371463823978e-06 -8.8897222866760555e-05 9.2690296415899169e-06 -1.5595857333065711e-05 -1.7015987696799386e-06 6.9602551411610835e-06 -2.0383621377927646e-08 1.0115280851580167e-05 2.876152642336046e-06 -0.00024084459027019119 -4.8496522832115639e-05 -2.349895476612251e-08 4.2782972653475744e-05 -0.0006252954711210559 0.0026453299673641797 -3.3246598050906452e-05 2.1861440525617724e-06 2.5812576467311491e-05 -1.9938527829092304e-05 -4.4638861444867108e-05 0.00014643892943922107 2.5380774731858582e-05 -1.8204921171318139e-06 -4.8076585827782055e-05 0.00022340614794310779 1.4215105133281245e-05 -2.942906071780689e-06 -4.3888340835692573e-05 0.0038543379818255347
leaf_weight=44 26 92 35 117 114 67 64 42 282 105 26 48 347 102 25 37 176 199 27 77 71 33 113 36 47 78 363 61 39 38
leaf_count=44 26 92 35 117 114 67 64 42 282 105 26 48 347 102 25 37 176 199 27 77 71 33 113 36 47 78 363 61 39 38
internal_value=0.000260573 -0.00179487 -0.0039819 0.000724554 -0.000297619 -0.00306818 -0.00178788 0.00176552 0.00201101 0.000345969 0.000193622 2.42279e-05 0.000210388 -0.00108451 -0.00253488 -0.00119728 0.000503205 0.000790875 -0.002 -0.00176238 -0.00198582 -6.66665e-05 0.000794727 0.0018807 0.00072093 0.00187826 0.000385965 0.000323232 -0.000342569 0.00107767
internal_weight=2931 535 210 2396 325 175 131 134 534 1862 1745 1640 1510 273 171 146 1237 252 53 191 130 59 1061 274 161 114 787 98 386 401
internal_count=2931 535 210 2396 325 175 131 134 534 1862 1745 1640 1510 273 171 146 1237 252 53 191 130 59 1061 274 161 114 787 98 386 401
cat_boundaries=0 14 15 38 52 54 65 66 96 98 99 100 101
cat_threshold=131072 268435584 603987968 2621440 0 134225986 0 536870912 33619968 0 0 384 0 268435456 17024288 16 12 0 0 65536 0 262144 2147483648 0 0 0 4 2048 1048576 268435456 0 0 0 0 8192 384 524288 4194304 131072 128 0 0 0 0 0 0 65536 0 0 0 0 268435456 67207488 32 0 0 1074790400 4 0 0 0 0 0 134217728 8224 1179648 0 0 4 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 2147483648 0 0 8 0 32768 64 0 0 4096 0 12432 8192 109824 280
is_linear=0
shrinkage=0.04


Tree=346
num_leaves=31
num_cat=12
split_feature=7 7 0 3 5 4 6 1 12 9 1 12 13 4 6 3 12 0 11 0 0 0 11 5 11 0 3 0 0 0
split_gain=1.18409 0.824507 0.663449 0.667209 0.45667 0.384844 0.500641 0.864743 0.472962 0.511712 1.10264 0.598568 0.461111 0.304681 0.280797 0.722549 0.438398 0.361401 0.304697 0.313848 0.537752 0.275374 0.252501 0.243095 0.210972 0.227499 0.262675 0.390538 0.18389 0.170649
threshold=0 1 42.710000000000008 2010.5000000000002 3.5000000000000004 2331015000.0000005 2 4.5000000000000009 3 4 5.5000000000000009 5 6 3890.0000000000005 7 2008.5000000000002 8 12.250000000000002 9 37.750000000000007 40.250000000000007 30.500000000000004 10 4.5000000000000009 11 36.900000000000006 1.0000000180025095e-35 43.675000000000004 22.250000000000004 28.500000000000004
decision_type=9 9 10 8 8 8 9 10 9 9 10 9 9 10 9 8 9 10 9 10 10 8 9 8 9 8 10 10 10 10
left_child=-1 2 3 -2 -5 6 7 -3 24 12 11 -11 -10 -9 15 -14 -17 -18 -16 21 -21 -20 -19 -8 -7 29 27 -27 -6 -26
right_child=1 5 -4 4 28 8 23 13 9 10 -12 -13 14 -15 18 16 17 22 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.8193418708676412e-05 0.0012738061122340768 2.900620204697736e-06 -8.5740661254827752e-05 7.5248833304691106e-06 -1.1953575017400054e-05 1.1725016706447815e-05 -1.1315825653482777e-05 -2.9153648620669422e-05 4.7154183374758222e-06 6.9708722277618808e-05 -0.00012878434104061866 -6.1428578053659053e-05 -2.9675102817607208e-05 -0.00013009054531858453 2.8760319498157337e-05 -5.2832397988681845e-07 -1.4059196004162201e-05 -3.023121530863658e-07 -2.7781076518524752e-06 -8.6544078991334636e-05 2.4078788596223399e-05 1.6888521275899231e-05 1.1681470626712098e-06 7.6987237889556659e-05 9.3667908699233545e-08 -1.2017979640219728e-05 0.00019051680831936229 0.00011147444071840416 -2.8978314818046336e-05 7.586913308005212e-05
leaf_weight=217 29 39 25 25 33 390 82 60 124 113 31 140 30 36 201 289 25 102 43 64 58 41 250 56 106 53 26 31 111 68
leaf_count=217 29 39 25 25 33 390 82 60 124 113 31 140 30 36 201 289 25 102 43 64 58 41 250 56 106 53 26 31 111 68
internal_value=0.000162815 -7.28082e-05 -0.00234188 -0.00164824 -0.00261176 0.000142568 -0.00127007 -0.00287671 0.00032022 -7.62154e-05 -0.00157288 -0.000740157 0.000281099 -0.0051134 1.07721e-05 -0.000475247 -0.000203898 0.000690722 0.000832536 -0.000258064 -0.00156098 0.0016 0.00104249 0.000483222 0.00119124 0.000325424 -0.00108108 -0.00216471 -0.00347586 0.00123429
internal_weight=2898 2681 223 198 169 2458 273 135 2185 1511 284 253 1227 96 1103 696 666 377 407 206 122 84 352 138 674 284 110 84 144 174
internal_count=2898 2681 223 198 169 2458 273 135 2185 1511 284 253 1227 96 1103 696 666 377 407 206 122 84 352 138 674 284 110 84 144 174
cat_boundaries=0 17 33 34 36 38 40 41 42 43 44 46 49
cat_threshold=0 1 0 0 65568 0 0 272637952 0 134217728 32 64 0 268435456 67108864 0 144 131072 268435456 1048576 2099200 0 66 0 536870912 0 32 0 256 0 0 0 32 204 1179682 2 1 22560 57344 32 8 14 27904 32772 4 1024 32772 1024 524288
is_linear=0
shrinkage=0.04


Tree=347
num_leaves=31
num_cat=14
split_feature=7 12 8 11 7 9 4 0 3 12 1 8 4 12 12 7 4 0 12 3 3 0 3 12 3 4 12 0 1 0
split_gain=1.12078 0.879613 0.671011 0.575529 0.506704 0.633739 0.563365 0.599471 0.668779 0.499559 0.552969 0.495809 0.494981 0.493378 0.476836 0.41369 0.406432 0.387029 0.325353 0.283242 0.273134 0.24063 0.216591 0.194537 0.16135 0.147998 0.316805 0.24096 0.173449 0.142593
threshold=0 1 2 3 4 5 3890.0000000000005 35.250000000000007 2003.5000000000002 6 4.5000000000000009 7 31889.500000000004 8 9 10 62.500000000000007 48.175000000000004 11 2014.5000000000002 1975.5000000000002 29.500000000000004 1993.5000000000002 12 1976.5000000000002 12415638000.000002 13 16.750000000000004 5.5000000000000009 42.710000000000008
decision_type=9 9 9 9 9 9 8 10 10 9 10 9 8 9 9 9 10 8 9 8 10 10 10 9 10 8 9 10 10 10
left_child=1 -1 24 -4 23 6 -6 -8 9 10 -9 13 -3 21 16 18 20 22 -15 -14 -13 -7 -16 -5 -2 -17 27 -27 -29 -21
right_child=2 12 3 4 5 11 7 8 -10 -11 -12 14 19 15 17 25 -18 -19 -20 29 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=6.2640112351163839e-06 1.4811802092389016e-05 -3.4630848755848805e-05 1.0165431167705558e-05 2.440555988624237e-06 7.6034256597077324e-05 -8.9394705537895848e-08 -9.8055132257870815e-05 2.9707946145122107e-05 0.0017816760627431087 1.3173934344568265e-05 -0.00011848411227288528 -7.76082762439943e-07 -0.00021225631698429997 -4.2635524496717623e-07 8.8584396821019916e-06 2.1458736415127778e-05 -0.00037039039635599057 -2.0647851621096265e-05 9.2510515921569463e-07 -1.3679517557669996e-05 0.00012094960491626006 -3.1278396602450121e-06 1.2076886629440964e-05 1.83651265866485e-05 1.0514642540882793e-05 -7.377041198198531e-07 7.8669692916016218e-07 -5.4677866680099918e-05 -1.0290062834556797e-07 8.5648672544577664e-05
leaf_weight=112 215 29 107 103 26 81 31 28 31 109 118 194 31 113 477 30 25 27 133 159 76 36 201 113 73 41 102 42 26 33
leaf_count=112 215 29 107 103 26 81 31 28 31 109 118 194 31 113 477 30 25 27 133 159 76 36 201 113 73 41 102 42 26 33
internal_value=0.000166952 -0.00187733 0.000463994 0.00022797 7.9117e-05 -0.000128703 -0.00166102 -0.0021761 -0.00158885 -0.00226562 -0.00366879 0.00020805 -0.0031635 -0.000689431 0.000751731 -0.000104418 -0.000588235 0.00131285 0.00102724 -0.002625 -0.000147601 -0.00290625 0.00151988 0.00186784 0.00224749 -0.00125397 -0.00167925 -0.00303333 -0.00475362 -0.00203109
internal_weight=2922 364 2558 2270 2163 1947 343 317 286 255 146 1604 252 604 1000 487 295 705 246 223 270 117 678 216 288 241 211 109 68 192
internal_count=2922 364 2558 2270 2163 1947 343 317 286 255 146 1604 252 604 1000 487 295 705 246 223 270 117 678 216 288 241 211 109 68 192
cat_boundaries=0 16 17 37 39 56 58 59 86 87 88 97 99 101 102
cat_threshold=131073 268435472 536879104 524292 32 134225984 0 536870912 33554432 8192 0 256 0 0 0 32 67333120 268435456 4 0 0 65536 0 262144 2147483648 0 32768 0 4 0 0 0 0 0 0 0 8192 32768 2147483680 268435456 1 67108864 2097152 0 0 0 272637952 0 0 32 0 16 0 67108864 0 16 384 12432 98338 16 8 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 4096 0 2147483904 0 20971520 0 0 16384 64 197632 84961344 0 0 0 0 2 0 0 131072 65536 57344 32 65634 32 16826690
is_linear=0
shrinkage=0.04


Tree=348
num_leaves=31
num_cat=13
split_feature=7 7 8 12 5 4 3 1 3 16 8 3 7 3 12 3 3 3 7 4 6 12 12 5 1 4 3 3 3 6
split_gain=1.76718 1.05138 0.909935 0.621571 0.736663 0.579746 0.482954 0.477414 0.41027 0.314114 0.713789 1.07432 0.491495 0.289579 0.248588 0.290606 0.18424 0.175039 0.17066 0.163347 0.305342 0.160508 0.142628 0.187647 0.135598 0.118666 0.171846 0.195274 0.198981 0.316167
threshold=0 1 2 3 1.5000000000000002 293.00000000000006 2015.5000000000002 4.5000000000000009 2003.5000000000002 4 5 2023.5000000000002 6 1999.5000000000002 7 2019.5000000000002 2013.5000000000002 2003.5000000000002 8 40797.000000000007 9 10 11 1.5000000000000002 5.5000000000000009 67750710000.000008 2017.5000000000002 2010.5000000000002 2003.5000000000002 12
decision_type=9 9 9 9 10 10 10 10 8 1 9 8 9 8 9 8 8 8 9 8 9 9 9 8 8 8 10 10 10 9
left_child=5 17 22 6 9 -1 7 -4 -9 12 21 -12 24 -14 15 -15 -10 -2 -19 -18 -21 -11 -3 -24 -5 -16 27 28 29 -27
right_child=1 2 3 4 -6 -7 -8 8 16 10 11 -13 13 14 25 -17 19 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.5840395974928622e-05 -2.076867052633359e-06 8.2353887435623955e-06 3.194090732573293e-06 -3.4540321170892376e-05 -8.9116017069929297e-06 -8.72965364240623e-05 1.1323292509379511e-05 4.628027000187719e-05 -7.1025673281093589e-05 -2.61626315443696e-07 -0.00017519836568486065 -4.9547051909416492e-07 -5.776686582038681e-05 0.00011048531874142579 8.3295084089489354e-05 -4.6966274403448149e-05 -2.4336305744487361e-05 6.0955595223212297e-06 0.0001913805535960983 -2.6849982552129417e-05 -1.1024070372917864e-06 4.9764416588266754e-07 1.0452175168324425e-05 9.1254242332676349e-07 -1.4708971753413275e-05 1.7253828192550561e-06 0.0010293222516922292 -1.9945975538579482e-05 0.0008218267619188802 1.2149273146789556e-05
leaf_weight=186 25 271 63 50 59 28 38 36 38 104 25 140 50 35 101 79 30 204 185 119 164 241 27 151 56 157 47 37 52 150
leaf_count=186 25 271 63 50 59 28 38 36 38 104 25 140 50 35 101 79 30 204 185 119 164 241 27 151 56 157 47 37 52 150
internal_value=0.00028213 0.000559563 0.00022308 -0.000167906 0.000266858 -0.00312889 -0.00137876 -0.00177384 -0.00229897 0.000464906 -0.000313111 -0.00238636 0.000952147 0.00132406 0.00156601 -0.000192 -0.00271591 0.00239059 0.00265641 -0.00238217 -0.00207042 0.000730337 0.00181739 0.000804233 -0.00150427 0.0019027 0.00164865 0.00137028 0.00165556 0.00125974
internal_weight=2948 2734 2320 1871 1383 214 488 450 387 1324 510 165 814 708 658 114 351 414 389 313 283 345 449 178 106 544 443 396 359 307
internal_count=2948 2734 2320 1871 1383 214 488 450 387 1324 510 165 814 708 658 114 351 414 389 313 283 345 449 178 106 544 443 396 359 307
cat_boundaries=0 18 36 62 63 64 87 99 101 118 119 121 122 123
cat_threshold=131072 0 536870912 0 0 134225984 0 536870912 0 8192 0 256 0 268435456 0 32 1073741824 128 268435456 1 1073750016 2359300 524288 0 0 268443648 0 268435472 32800 0 144 0 67108864 0 4112 256 1342177280 8 0 0 2147549184 1 262144 2147483648 0 0 0 2052 8192 0 0 0 0 0 0 0 256 0 0 8 0 268451840 16876544 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 1 0 0 0 32 0 0 0 33619968 0 8192 128 8256 2 268435456 0 0 2097156 0 0 0 0 0 268435456 32 0 0 0 0 0 4096 404 67109120 32 67208226 212
is_linear=0
shrinkage=0.04


Tree=349
num_leaves=31
num_cat=15
split_feature=7 9 5 7 8 12 11 0 12 0 0 15 0 11 0 0 17 15 0 12 0 6 0 5 0 12 1 1 0 7
split_gain=1.10312 0.662116 0.834324 0.517766 0.736222 0.717529 0.614791 0.642535 0.448938 0.505272 0.454382 0.277513 0.277073 0.259183 0.283686 0.315935 0.31543 0.250586 0.289156 0.21346 0.396612 0.154266 0.147801 0.186474 0.135022 0.1293 0.209901 0.127147 0.107569 0.0818232
threshold=0 1 10.500000000000002 2 3 4 5 39.07500000000001 6 36.400000000000006 30.500000000000004 7 23.500000000000004 8 24.500000000000004 38.20000000000001 9 10 42.250000000000007 11 42.250000000000007 12 43.175000000000004 1.5000000000000002 18.500000000000004 13 5.5000000000000009 5.5000000000000009 39.07500000000001 14
decision_type=9 9 8 9 9 9 9 10 9 8 8 9 10 9 10 10 9 9 10 9 10 9 10 10 10 9 8 10 8 9
left_child=17 13 -3 -4 5 12 7 -6 10 -10 -8 -7 29 -2 -15 -16 27 18 24 -11 -21 -12 23 -18 -1 26 -23 -17 -27 -5
right_child=1 2 3 4 6 11 8 -9 9 19 21 -13 -14 14 15 16 22 -19 -20 20 -22 25 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-5.1761905792506919e-08 8.2062521526024435e-06 -2.7163016034952473e-05 -3.1706071695401627e-05 1.7603984045719241e-06 -4.9823316244756707e-05 9.3600353596836706e-07 -4.5294367389707541e-05 -6.9848940765289534e-06 1.4334789493761391e-05 4.1046198085909101e-07 4.7975148250815447e-05 -2.9257311536141795e-07 9.0848321952949782e-06 -2.4402711010449665e-05 0.00010764323085878914 1.0371726280817913e-05 -1.5047007621666487e-07 1.7249470925940944e-05 -3.1604782269567731e-05 -7.0311214043019662e-05 1.1876947359424745e-05 -2.93275091370624e-05 3.710200289897787e-05 -5.2073942779242135e-06 6.0292787749161156e-06 0.00012026389307510434 5.2612839788948582e-06 -0.00014222705251830517 7.3038013519227541e-05 9.2499442350965764e-07
leaf_weight=38 105 82 102 116 51 104 37 59 126 122 140 186 142 36 53 140 189 210 41 201 72 117 40 25 134 26 30 27 75 101
leaf_count=38 105 82 102 116 51 104 37 59 126 122 140 186 142 36 53 140 189 210 41 201 72 117 40 25 134 26 30 27 75 101
internal_value=0.000378415 5.40757e-05 -0.000317895 -0.00013938 3.49652e-05 0.00108485 -0.000614808 -0.00330578 -0.000267502 -0.00104511 0.000688074 -0.000398671 0.00225946 0.00118211 0.000767754 0.00104421 0.000672986 0.00223963 0.001125 -0.00176768 -0.00235211 0.00111054 -0.000241509 -0.000669767 0.00189595 0.000432433 -0.000329114 0.00195506 0.00146429 0.00141284
internal_weight=2927 2504 1889 1807 1705 649 1056 110 946 521 425 290 359 615 510 474 421 423 213 395 273 388 254 214 172 248 147 167 101 217
internal_count=2927 2504 1889 1807 1705 649 1056 110 946 521 425 290 359 615 510 474 421 423 213 395 273 388 254 214 172 248 147 167 101 217
cat_boundaries=0 18 20 36 66 67 69 71 72 74 75 76 77 78 79 87
cat_threshold=268435456 1 1073741824 2048 2 0 4194304 4202496 65536 32 32 0 0 0 67108864 0 4096 768 1073873025 20608 131072 0 1048576 2097152 0 0 0 268435456 0 0 8192 256 0 0 0 32 16 0 0 0 0 1 262144 2147483648 0 0 0 131076 0 0 0 0 0 0 0 0 384 0 16777216 0 0 16384 0 0 0 4096 17940578 32 1536 67257346 34 2149580800 16416 1024 41 201326592 1122304 74 2 0 0 0 4 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=350
num_leaves=31
num_cat=12
split_feature=7 15 7 12 9 3 7 6 16 2 3 2 2 12 2 3 12 3 2 4 3 2 2 12 4 2 4 2 2 11
split_gain=1.12492 0.607162 0.710966 0.52889 0.507884 0.525758 0.452117 0.435327 1.32035 0.374681 0.52119 0.518011 0.348694 0.318559 0.294461 0.253451 0.526118 0.513373 0.422921 0.279755 0.242896 0.22771 0.318479 0.204357 0.303137 0.201805 0.201502 0.197073 0.182289 0.227354
threshold=0 1 2 3 4 2020.5000000000002 5 6 7 43.500000000000007 1998.5000000000002 65.500000000000014 4.5000000000000009 8 79.500000000000014 2001.5000000000002 9 2005.5000000000002 21.500000000000004 9950.0000000000018 2002.5000000000002 27.500000000000004 14.500000000000002 10 141.00000000000003 10.500000000000002 15385520000.000002 8.5000000000000018 4.5000000000000009 11
decision_type=9 9 9 9 9 10 9 9 1 8 10 8 10 9 10 10 9 10 10 10 8 10 10 9 10 10 8 10 8 9
left_child=20 13 14 28 12 6 9 23 15 21 11 -11 -5 -2 -3 16 18 -17 -9 27 -1 22 25 -8 -25 -6 -14 -18 -4 -30
right_child=1 2 3 4 5 -7 7 8 -10 10 -12 -13 26 -15 -16 17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-6.7162499689818695e-08 -8.3051857784154235e-07 -4.5234053271313902e-06 1.7635661089768967e-06 1.1438647605579622e-05 -3.9691528068860492e-07 -4.3920604217211372e-05 8.1278877467365129e-06 2.6673801096616071e-06 -0.00010806102109634885 -4.7894550407644727e-06 1.7315778384216348e-05 -2.5618481587465856e-06 -1.1302831559760747e-05 2.4194714378359245e-06 -4.6037736220255712e-06 -0.00014480458285997847 0.00027052541769993137 2.416830523558128e-05 -0.00035224630069438325 -3.1285693343251e-05 3.7198767296564372e-05 8.3107229219452815e-07 -2.3211234713499722e-06 -5.8284616210934307e-07 5.9315388440673199e-05 2.4003618400197962e-05 -7.6525469708135834e-05 0.00015607013659267558 -5.0423646104322462e-07 2.0065148632998738e-06
leaf_weight=32 105 188 71 43 54 29 177 82 33 42 27 106 25 279 31 27 101 74 40 46 329 48 78 79 26 25 85 143 178 303
leaf_count=32 105 188 71 43 54 29 177 82 33 42 27 106 25 279 31 27 101 74 40 46 329 48 78 79 26 25 85 143 178 303
internal_value=0.000214654 -8.60718e-05 -0.000348066 -9.83101e-05 -0.000513918 -0.000233974 -0.000105872 0.000419547 -0.000244165 -0.00122762 -0.00261364 -0.00354362 -0.00260976 0.00135696 -0.00245217 0.000256809 0.000697337 -0.00152941 -0.00144361 0.00159468 0.00226882 -9.70872e-05 -0.000835443 0.00166553 0.000172414 0.00095 -0.00396396 0.00218776 0.000937833 0.000672199
internal_weight=2906 2545 2161 1942 1390 1237 1208 828 546 380 175 148 153 384 219 513 412 101 122 290 361 205 157 282 105 79 110 244 552 481
internal_count=2906 2545 2161 1942 1390 1237 1208 828 546 380 175 148 153 384 219 513 412 101 122 290 361 205 157 282 105 79 110 244 552 481
cat_boundaries=0 18 19 37 39 41 53 54 55 56 58 60 61
cat_threshold=2 1 1107296256 2361344 2 64 0 4202496 0 8192 32800 2097152 67108864 0 0 0 4224 32768 2149580800 131072 0 605028352 524292 0 8194 0 805306368 0 0 0 0 0 0 0 0 0 128 1132576 2 0 8196 1 128 0 0 0 0 131072 131072 67584 0 0 128 264 2 16891904 67149824 32 163842 32 4
is_linear=0
shrinkage=0.04


Tree=351
num_leaves=31
num_cat=6
split_feature=8 11 2 8 0 0 5 2 14 2 2 17 2 2 2 0 2 0 1 1 5 15 3 1 0 3 3 2 2 5
split_gain=0.840171 0.776449 0.714527 0.623889 0.602269 0.721017 0.578276 0.517193 0.400891 0.380826 0.8783 0.372902 1.0562 0.350002 1.03503 0.31357 0.411505 0.323568 0.279754 0.265025 0.219667 0.225213 0.245157 0.341283 0.204519 0.201907 0.485763 0.394452 0.18883 0.450217
threshold=0 1 69.500000000000014 2 35.850000000000009 39.07500000000001 4.5000000000000009 80.500000000000014 3 4.5000000000000009 11.500000000000002 4 6.5000000000000009 38.500000000000007 41.500000000000007 15.500000000000002 26.500000000000004 29.500000000000004 4.5000000000000009 5.5000000000000009 2.5000000000000004 5 1988.5000000000002 5.5000000000000009 44.07500000000001 1988.5000000000002 2000.5000000000002 40.500000000000007 13.500000000000002 1.5000000000000002
decision_type=9 9 10 9 10 10 8 10 9 8 8 9 8 10 10 10 10 10 10 10 10 9 10 10 10 8 8 10 10 10
left_child=2 4 9 -3 13 -6 -7 -8 -5 -1 -11 12 -10 -2 -15 16 -13 -17 -16 28 21 25 23 -23 -25 -19 27 -27 -14 -30
right_child=1 3 -4 8 5 6 7 -9 11 10 -12 15 19 14 18 17 -18 20 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=3.3453942514850014e-05 9.4519355944248991e-07 5.1206297632598848e-05 -6.9117598677439921e-05 0.0014461477572972154 -4.9265690729170526e-05 -4.4533383894130727e-05 2.1882983234825668e-06 -0.00010488518598855956 -8.3725502740389617e-05 -9.1212576883685075e-05 6.5511179881139999e-06 4.3983025413751877e-07 3.5630754499384697e-06 -5.696381945125629e-07 2.6917011406444891e-06 2.2039814243177021e-06 -1.3071896644034203e-06 0.0001393294616202382 -1.5043724882121058e-07 1.9910694047245983e-05 -1.9243985521376202e-05 2.5788790836900714e-05 0.0001067585965886781 -2.2122506420690331e-05 3.6873093965818759e-05 -0.00036108861633884218 2.9995177477105212e-06 5.5391484273191854e-06 -2.1677344059591421e-07 -6.1790429961279309e-06
leaf_weight=41 339 223 25 134 33 25 98 38 35 48 97 45 205 29 38 76 50 25 172 41 30 194 63 57 34 25 586 29 84 27
leaf_count=41 339 223 25 134 33 25 98 38 35 48 97 45 205 29 38 76 50 25 172 41 30 194 63 57 34 25 586 29 84 27
internal_value=0.000225314 0.000415149 -0.00214414 0.00083688 -0.000653895 -0.00258462 -0.00145679 -0.000408759 0.000571102 -0.00136898 -0.00232877 0.0003859 -0.000674938 -1.38168e-05 -0.00118333 0.000731429 -0.00145833 0.000925 -0.000189573 -3.35194e-05 0.000739464 0.000840237 0.00164903 0.00118881 -0.000826087 0.000384616 0.00024961 -0.00334545 -0.000429022 -0.00175
internal_weight=2946 2735 211 1963 772 194 161 136 1740 186 145 1606 392 578 239 1214 95 1119 210 357 1043 1013 348 285 91 665 640 54 316 111
internal_count=2946 2735 211 1963 772 194 161 136 1740 186 145 1606 392 578 239 1214 95 1119 210 357 1043 1013 348 285 91 665 640 54 316 111
cat_boundaries=0 30 33 62 63 64 65
cat_threshold=16 2048 4 0 0 0 0 0 0 32768 0 0 2112 0 0 0 0 0 33554432 0 0 0 0 8 0 0 64 0 0 4096 67158050 532480 1 0 0 0 0 0 1 0 0 1 0 0 4 8192 0 0 0 0 0 0 8192 128 0 0 0 0 16384 0 0 524288 129 40 201326592
is_linear=0
shrinkage=0.04


Tree=352
num_leaves=31
num_cat=17
split_feature=8 7 7 10 0 15 0 9 9 1 0 0 8 0 17 17 11 8 7 13 0 7 9 5 0 0 0 6 0 5
split_gain=1.2412 0.990242 0.543934 0.513402 0.493942 0.429414 0.467659 0.333739 0.332622 0.604427 0.377213 0.690565 0.306463 0.501273 0.34099 0.281112 0.312564 0.406406 0.325316 0.252303 0.236417 0.230018 0.223939 0.205853 0.199085 0.193358 0.172841 0.171583 0.153445 0.216826
threshold=0 1 2 3 18.500000000000004 4 12.250000000000002 5 6 4.5000000000000009 35.250000000000007 22.250000000000004 7 43.175000000000004 8 9 10 11 12 13 37.750000000000007 14 15 3.5000000000000004 38.57500000000001 40.675000000000004 23.500000000000004 16 40.250000000000007 7.0000000000000009
decision_type=9 9 9 9 10 9 10 9 9 10 10 10 9 10 9 9 9 9 9 9 10 9 9 8 10 10 10 9 10 8
left_child=4 8 -3 -4 -1 19 -7 -6 10 -10 11 -2 13 14 23 28 21 -18 -19 -5 -20 -17 -22 -8 -16 -9 -21 -24 29 -14
right_child=1 2 3 5 7 6 12 25 9 -11 -12 -13 15 -15 24 16 17 18 20 26 22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.7873627391262505e-06 7.5235569799483333e-05 3.2828283172472665e-05 0.00022503709217844788 4.4443907823704312e-06 -2.4069882622882451e-05 -9.7356329436308746e-06 -2.4684598557650507e-06 -4.724066656842463e-07 1.2236391680041727e-05 -5.4473821937112967e-05 1.0824255999212817e-05 -2.5013606905447101e-05 0.0001431341033258102 5.9101801178531526e-05 -1.2779292761991724e-06 1.5881886465553476e-07 9.2294254459938297e-06 1.7253499545906399e-05 2.8205100963201943e-06 2.1902990331786073e-06 0.00011403056305257797 -5.6769868160893999e-07 1.5545992294386058e-05 -4.9279758885220561e-05 3.9908535512391504e-06 -3.340422946441609e-05 -2.6877488894180687e-05 -7.0291260601318791e-06 -9.586101554425235e-05 -6.4574898747004563e-06
leaf_weight=28 29 122 173 293 139 58 49 86 27 76 73 27 28 62 45 111 149 115 125 56 101 153 115 65 60 30 45 380 50 63
leaf_count=28 29 122 173 293 139 58 49 86 27 76 73 27 28 62 45 111 149 115 125 56 101 153 115 65 60 30 45 380 50 63
internal_value=5.86232e-05 0.000330703 0.000573075 0.000426528 -0.00240816 0.000249297 -2.52872e-05 -0.00304687 -0.002107 -0.00375439 -0.0006 -0.00308772 9.80863e-05 -0.00108219 -0.00201818 0.000342613 0.000536508 0.000863454 0.00050059 0.00142222 0.000169399 -0.000669091 -0.000160804 -0.003392 -0.000172414 -0.00107087 -0.000321428 -0.000513834 -0.00128947 -0.000391304
internal_weight=2933 2650 2418 2296 283 2123 1729 255 232 103 129 56 1671 281 219 1390 1249 985 836 394 721 264 596 114 105 116 101 495 141 91
internal_count=2933 2650 2418 2296 283 2123 1729 255 232 103 129 56 1671 281 219 1390 1249 985 836 394 721 264 596 114 105 116 101 495 141 91
cat_boundaries=0 30 48 60 61 62 64 66 92 93 94 95 118 135 136 144 146 147
cat_threshold=1073741824 2048 4 0 1073741824 1 0 0 1 32768 0 33554432 64 0 0 0 0 0 33554432 0 2147483904 0 0 8 0 0 64 0 0 4096 131073 268435472 0 0 524288 134217794 0 536870912 33554432 0 0 256 0 268435456 0 0 0 128 2 0 1073741824 0 0 0 0 268443648 0 671088672 0 2097152 33 2157969408 0 18432 0 6144 0 0 0 0 0 0 262144 0 0 0 0 2048 0 512 0 0 0 0 4096 0 128 0 0 0 0 16384 10 48 16416 268435456 12 0 0 0 0 0 0 0 0 0 4 0 1048576 0 4096 0 0 0 0 0 0 16777216 0 32 1048576 2097152 0 0 0 0 67584 0 0 0 0 0 0 0 16 10 0 128 0 4 0 0 0 131072 1073741824 8240 10
is_linear=0
shrinkage=0.04


Tree=353
num_leaves=31
num_cat=9
split_feature=8 8 12 12 8 2 5 2 2 2 13 2 3 6 2 2 3 2 6 0 2 2 3 9 2 0 0 2 4 0
split_gain=0.83539 0.547605 1.64594 0.457193 0.66201 0.472299 0.399603 0.699742 1.02167 0.382653 0.375647 0.331629 0.317392 0.417239 0.433211 0.33989 0.316147 0.360242 0.294874 0.773735 0.412791 0.39994 0.365044 0.351456 0.290464 0.284653 0.280649 0.322212 0.25888 0.475886
threshold=0 1 2 3 4 81.500000000000014 1.0000000180025095e-35 22.500000000000004 56.500000000000007 75.500000000000014 5 8.5000000000000018 2001.5000000000002 6 13.500000000000002 79.500000000000014 2005.5000000000002 2.5000000000000004 7 35.600000000000009 21.500000000000004 47.500000000000007 2005.5000000000002 8 11.500000000000002 44.07500000000001 20.500000000000004 29.500000000000004 25235975000.000004 42.250000000000007
decision_type=9 9 9 9 9 8 10 10 10 10 9 10 8 9 10 10 10 10 9 10 8 8 8 9 10 10 10 8 8 10
left_child=25 2 6 4 5 -3 7 11 -9 -4 12 -2 -6 14 -14 -16 17 -15 20 -20 -5 23 -22 -21 -25 -1 -24 -28 29 -29
right_child=1 3 9 18 10 -7 -8 8 -10 -11 -12 -13 13 16 15 -17 -18 -19 19 21 22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=0.00020777535456133233 -3.6748744860833245e-05 -1.2050006762724319e-05 1.4947117680634779e-06 4.4777086620939603e-06 0.00078096039165112833 -7.0512561809999054e-05 2.2562945066932621e-07 2.2753101337210663e-06 -1.7659650978919487e-05 -2.0208972945400316e-05 7.3664239613303398e-06 -3.1343701561139404e-05 -7.0109609801973686e-06 2.0275338147453514e-06 -4.5887998518335076e-05 -2.5534001652900672e-05 1.6910949129833103e-05 -5.9306417973297653e-07 -0.00018202230973770822 -2.9582981986509481e-05 -8.1887501714807067e-05 0.00072966812260324759 -9.4677333028284599e-08 0.0012211973476892327 -2.1889730359626761e-06 -2.9318468058293e-05 -4.8259390073705663e-05 9.0951434886735907e-05 1.1919616889282477e-05 -0.00021860848064363851
leaf_weight=227 25 46 217 409 40 66 26 28 25 32 160 32 73 41 53 25 73 329 25 138 53 112 194 53 57 31 30 57 261 28
leaf_count=227 25 46 217 409 40 66 26 28 25 32 160 32 73 41 53 25 73 329 25 138 53 112 194 53 57 31 30 57 261 28
internal_value=0.000223795 1.17692e-05 -0.00136364 0.000245073 -0.000453653 -0.00318699 -0.00473469 -0.00612613 -0.00274074 0.0006 -2.98135e-05 -0.00917241 -0.000471318 -0.000712605 -0.00244444 -0.00465823 -6.16739e-05 -0.000539083 0.000691877 -0.000252525 0.00104314 0.000221607 0.000403846 -0.000674699 0.000991736 0.00234944 0.000700526 0.00133687 0.001683 -0.000232558
internal_weight=2966 2708 385 2323 906 112 136 110 53 249 794 57 634 594 151 78 443 370 1417 385 1032 360 623 248 110 258 570 376 346 85
internal_count=2966 2708 385 2323 906 112 136 110 53 249 794 57 634 594 151 78 443 370 1417 385 1032 360 623 248 110 258 570 376 346 85
cat_boundaries=0 30 54 56 57 73 74 75 76 78
cat_threshold=1073741824 0 0 0 65536 1 0 0 0 0 0 2052 8192 1048576 0 0 0 0 0 10240 0 0 0 0 0 268435456 0 0 0 4096 268435472 2048 4 0 3221225472 0 0 0 0 32768 0 0 64 0 0 0 0 0 33558528 0 2147484032 0 0 8 139266 32 116032 0 12 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 6 276 394 0 18432
is_linear=0
shrinkage=0.04


Tree=354
num_leaves=31
num_cat=12
split_feature=8 7 5 12 0 7 2 6 0 12 2 2 2 2 12 0 2 2 9 2 2 8 2 2 12 2 2 5 6 13
split_gain=1.04877 0.818456 2.33389 0.944611 1.80723 0.613932 0.563136 0.448735 1.60584 0.500901 0.453868 0.518645 0.368337 0.634275 0.377462 0.374904 0.350308 0.347131 0.342261 0.596593 0.311395 0.303571 0.460583 0.281714 0.2718 0.267247 0.252803 0.247237 0.241858 0.229989
threshold=0 1 4.5000000000000009 2 24.500000000000004 3 32.500000000000007 4 27.750000000000004 5 64.500000000000014 24.500000000000004 12.500000000000002 4.5000000000000009 6 40.250000000000007 18.500000000000004 69.500000000000014 7 79.500000000000014 95.500000000000014 8 51.500000000000007 41.500000000000007 9 20.500000000000004 68.500000000000014 2.5000000000000004 10 11
decision_type=9 9 8 9 10 9 10 9 10 9 8 10 10 10 9 10 10 10 9 8 10 9 8 10 9 8 10 8 9 9
left_child=21 2 -2 4 6 12 -4 9 -9 18 11 16 13 -5 26 17 28 23 -3 -20 -21 -1 24 -16 27 -7 -14 -23 -10 -24
right_child=1 7 3 5 -6 25 -8 8 10 -11 -12 -13 14 -15 15 -17 -18 -19 19 20 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.4268405080097634e-05 -4.4711371925858647e-05 5.1374744499149687e-06 3.074004981875632e-06 1.8098928995202654e-07 -0.00018617139048008005 1.3543430100923305e-06 -7.8996166217087959e-07 -0.00011604800694702343 -4.5539823879411829e-05 4.4456203747141198e-06 0.00060957465778824107 -8.5734422572895949e-05 2.1405184572015909e-06 -5.6485395351835144e-05 -1.5826271141264453e-06 0.0011808271667829427 0.0013336565071346313 1.7831772375454918e-06 5.416500176095685e-08 -6.3456724681891952e-05 -8.7541024811719513e-05 2.4883147119684353e-06 -4.3742179528793272e-06 -2.1576972250090422e-06 5.9113985341968691e-07 1.1666141911251981e-05 -1.5768378121720492e-07 9.5312295269820636e-06 0.000182344115314583 1.22246993105549e-06
leaf_weight=112 25 138 49 62 51 102 33 38 124 408 138 65 85 44 89 29 32 39 242 38 38 58 121 29 219 112 37 184 115 119
leaf_count=112 25 138 49 62 51 102 33 38 124 408 138 65 85 44 89 29 32 39 242 38 38 58 121 29 219 112 37 184 115 119
internal_value=0.000208333 -0.000254027 -0.00127478 -0.000887139 -0.00380556 -0.000200313 -0.000385542 0.000334535 -0.000596558 0.000886857 3.36844e-05 -0.000759644 -0.00109176 -0.00314019 -0.000414239 -0.00150254 1.4706e-05 -0.00235443 -3.42611e-05 -0.000753799 -0.00384416 0.00142233 0.00107303 -0.00342857 0.00182684 0.00149333 0.00126316 0.00271937 -0.000516667 -0.00033195
internal_weight=2975 2162 786 761 133 628 82 1376 512 864 474 336 414 106 308 186 271 157 456 318 76 813 701 118 461 214 122 242 239 240
internal_count=2975 2162 786 761 133 628 82 1376 512 864 474 336 414 106 308 186 271 157 456 318 76 813 701 118 461 214 122 242 239 240
cat_boundaries=0 26 43 44 58 59 60 61 63 83 84 85 86
cat_threshold=268435472 8 0 134217728 2147483648 0 262144 2147483648 1 0 0 4 2048 1048576 0 4096 0 0 0 10240 384 0 4194304 0 0 268451840 131072 128 536870912 2052 34 134217730 131072 537001984 2048 8224 0 0 0 268435456 0 0 4096 16794656 0 0 0 0 34 134217728 131072 131072 0 8224 0 0 0 268435456 394 1115234 68329536 0 28672 0 0 0 134217728 2147483648 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 0 10240 84938050 20 12
is_linear=0
shrinkage=0.04


Tree=355
num_leaves=31
num_cat=10
split_feature=8 2 7 12 8 9 6 2 2 4 4 12 2 6 12 3 1 2 5 2 1 3 2 3 2 16 2 2 5 2
split_gain=1.16688 0.947556 0.868114 0.621897 0.493018 0.530547 0.891561 0.646055 0.567558 0.393023 0.493258 0.424728 0.610586 0.3942 0.385873 0.359979 0.336038 0.315498 0.291118 0.32884 0.386113 0.365309 0.389877 0.279091 0.2507 0.39075 0.245257 0.2352 0.192718 0.187799
threshold=0 70.500000000000014 1 2 3 4 5 6.5000000000000009 15.500000000000002 16000.000000000002 133.00000000000003 6 1.5000000000000002 7 8 1996.5000000000002 4.5000000000000009 71.500000000000014 5.5000000000000009 298.50000000000006 5.5000000000000009 1996.5000000000002 90.500000000000014 2007.5000000000002 38.500000000000007 9 54.500000000000007 10.500000000000002 4.5000000000000009 9.5000000000000018
decision_type=9 10 9 9 9 9 9 8 10 8 10 9 10 9 9 10 10 10 8 10 8 10 10 10 8 1 10 10 8 8
left_child=1 15 3 -2 -4 14 9 -8 -9 10 -7 12 -11 -13 27 29 -15 24 -10 20 21 22 -20 -23 25 -18 -26 -6 -12 -1
right_child=2 -3 4 -5 5 6 7 8 18 11 28 13 -14 16 -16 -17 17 -19 19 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-2.1559004881440844e-05 -3.0931542563911462e-07 -0.0001344418378372683 7.3074205906972539e-06 5.1474552949990992e-06 -5.9853459791929212e-05 3.4574890530584321e-06 -5.9763658079400127e-05 1.2733561244203937e-06 -0.00012103533087267161 -0.00021900587052488352 -4.4442853405581695e-05 0.0001229060124915926 -3.5936871877417385e-09 1.6572253644726709e-05 1.3038943513023205e-05 -9.1716434222967208e-05 -2.0608927031512745e-05 3.5957308708006389e-06 4.6449836838357225e-05 0.0018769771326300458 -0.00025158331372987166 -0.00014307689583975916 -0.00026210005365436608 -1.899935630220886e-05 -1.5172861748575898e-06 6.8211144550919355e-07 1.9795141629741005e-07 1.6269600166357011e-05 -5.5104252939328404e-05 2.9276949520567011e-06
leaf_weight=47 161 30 274 410 39 25 85 179 27 27 25 130 378 80 226 29 92 62 85 26 35 29 29 30 49 113 33 63 32 107
leaf_count=47 161 30 274 410 39 25 85 179 27 27 25 130 378 80 226 29 92 62 85 26 35 29 29 30 49 113 33 63 32 107
internal_value=0.00033401 -0.00244643 0.000557532 0.00193127 0.000188645 -4.39789e-05 -0.000351454 -0.0016791 -0.00108844 0.00032545 -0.00231325 0.000555441 -0.000432692 0.00125614 0.00139233 -0.00145652 0.000627273 0.000102857 -0.00227481 -0.00180426 -0.00233493 -0.00154023 -0.000208695 -0.00406667 -0.000458333 0.000291262 -0.00231325 -0.000637168 -0.00434483 -0.000670968
internal_weight=2957 213 2744 571 2173 1899 1571 525 440 1046 82 964 405 559 328 183 429 349 261 234 208 173 114 59 287 205 82 102 57 154
internal_count=2957 213 2744 571 2173 1899 1571 525 440 1046 82 964 405 559 328 183 429 349 261 234 208 173 114 59 287 205 82 102 57 154
cat_boundaries=0 30 47 49 75 77 78 79 80 82 83
cat_threshold=0 2048 4 134217728 1073741824 0 0 0 1 32768 0 33554432 8256 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 0 4096 268435458 129 1141899264 2176 2 0 0 8192 65536 32 40992 128 0 0 0 0 4224 16796704 32 0 4 0 0 0 0 262144 2147483648 0 0 0 4 0 0 0 0 0 0 0 2048 0 0 4194304 0 0 32768 1073741824 16388 330 239872 66 1051712 32 2
is_linear=0
shrinkage=0.04


Tree=356
num_leaves=31
num_cat=14
split_feature=7 12 8 6 7 6 1 12 12 4 4 0 1 11 12 8 0 0 9 1 0 4 0 0 0 0 5 5 13 12
split_gain=1.00862 1.3121 0.807274 0.547868 0.47733 0.562352 0.744966 0.556903 0.438841 0.37425 0.363723 0.337278 0.49632 0.300911 0.34124 0.417173 0.819878 0.255664 0.244275 0.335768 0.243356 0.24129 0.231309 0.195347 0.569695 0.276568 0.175918 0.17137 0.163263 0.154437
threshold=0 1 2 3 4 5 4.5000000000000009 6 7 3146480000.0000005 2025703500.0000002 40.675000000000004 5.5000000000000009 8 9 10 39.07500000000001 23.500000000000004 11 5.5000000000000009 21.500000000000004 9736.0000000000018 16.750000000000004 43.675000000000004 40.250000000000007 50.425000000000004 2.5000000000000004 3.5000000000000004 12 13
decision_type=9 9 9 9 9 9 10 9 9 10 8 10 10 9 9 9 10 10 9 8 10 10 10 8 10 10 8 8 9 9
left_child=1 -1 21 -3 -4 8 9 -8 -6 -7 -9 13 -13 14 20 29 -17 -5 19 -15 22 26 -10 24 28 -25 -2 -18 -12 -16
right_child=2 3 4 17 5 6 7 10 11 -11 23 12 -14 18 15 16 27 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-4.9326681548424822e-05 6.1241234072418885e-07 -1.9638024516837427e-05 2.5292207356522617e-06 8.5696325834720347e-06 -8.082477332338374e-07 0.00043477920868012916 -0.00010797261974090836 -5.3006693514400557e-05 5.8246401348232389e-07 -2.1072713448625527e-05 -1.5349731595316786e-05 -6.38729811670863e-05 8.6097582558862247e-05 1.0629493989609912e-05 7.0535039784520993e-07 -2.423763137858301e-05 5.8717114233615941e-05 1.1981576503436979e-06 6.2837678799533677e-06 -2.7067778482082843e-06 7.2016549715507436e-06 -6.348414964994579e-06 -4.7628233826832658e-07 3.6784086584225303e-05 -0.00036297782173075734 -3.1630211342052969e-06 7.6318404737461411e-05 -6.0330255216205027e-06 7.7483302122562282e-05 7.4277760460699435e-08
leaf_weight=101 40 119 230 43 108 85 133 71 101 27 159 80 34 73 136 36 28 133 256 34 125 25 40 79 27 25 157 130 120 170
leaf_count=101 40 119 230 43 108 85 133 71 101 27 159 80 34 73 136 36 28 133 256 34 125 25 40 79 27 25 157 130 120 170
internal_value=0.000239235 -0.00161179 0.000533858 -0.000196078 0.000305436 0.000109196 -0.000781547 -0.00133984 0.000590309 0.00219469 -0.000642276 0.000807018 -0.00125217 0.00102301 0.000545689 -7.82777e-05 -0.00148293 0.00119786 0.00195722 0.000237288 0.00167509 0.00278112 0.000591549 -0.000194647 -0.000703583 0.00129524 0.00337374 -0.000301887 -0.000157143 0.000832808
internal_weight=2925 396 2529 295 2307 2077 726 614 1351 112 481 1243 114 1129 766 500 194 176 363 107 266 222 141 410 306 104 197 158 279 306
internal_count=2925 396 2529 295 2307 2077 726 614 1351 112 481 1243 114 1129 766 500 194 176 363 107 266 222 141 410 306 104 197 158 279 306
cat_boundaries=0 18 19 46 47 57 58 60 61 63 64 87 89 90 92
cat_threshold=131072 0 8192 2052 524288 8192 0 805306368 33554432 8224 0 384 0 268435456 0 0 0 384 16843104 268435456 2 0 0 2147549184 0 524288 0 1 32768 0 4 0 0 0 4096 0 0 0 8192 0 0 0 0 0 0 4 198 268435457 1 1140850688 2097280 32 64 0 8192 0 134217728 330 17850624 32 132096 36 512 68198688 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 20971520 0 20484 10 16777280 32
is_linear=0
shrinkage=0.04


Tree=357
num_leaves=31
num_cat=12
split_feature=7 12 9 10 8 2 4 3 0 8 3 2 8 2 9 5 6 2 4 0 2 2 12 1 2 2 2 2 9 12
split_gain=1.10911 0.904204 0.637854 0.815665 0.595729 0.620753 0.548712 0.546966 0.559991 0.716501 0.459758 0.571821 0.441013 0.461852 0.379222 0.504133 0.430278 1.25396 0.599563 0.333865 0.332038 0.431875 0.344409 0.329914 0.289273 0.265715 0.221093 0.253513 0.210094 0.245753
threshold=0 1 2 3 4 49.500000000000007 14831265000.000002 2015.5000000000002 52.740000000000002 5 2009.5000000000002 29.500000000000004 6 39.500000000000007 7 2.5000000000000004 8 5.5000000000000009 5368.5000000000009 29.500000000000004 14.500000000000002 16.500000000000004 9 4.5000000000000009 119.00000000000001 45.500000000000007 26.500000000000004 95.500000000000014 10 11
decision_type=9 9 9 9 9 10 8 10 8 9 10 10 9 10 9 10 9 8 8 10 8 10 9 10 8 10 10 10 9 9
left_child=28 2 6 4 5 -4 -2 8 9 -6 12 -12 13 19 -11 16 18 -18 -16 -3 -20 -22 -23 -8 -19 -15 -24 -28 -1 -30
right_child=1 10 3 -5 7 -7 23 -9 -10 14 11 -13 -14 25 15 -17 17 24 20 -21 21 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=6.290150743227885e-06 -2.2593380551918603e-05 9.7481537509672518e-07 -2.4403702451942411e-06 0.00010745195538804553 4.4253824526311949e-06 -3.1711053176444979e-05 -0.00029316807289922085 8.0736703797176484e-06 -1.5342465762980958e-05 1.540919670436612e-06 -4.5937999751008431e-05 6.2205565172342321e-05 9.9509713596894637e-06 -9.7274646262547137e-07 3.2992190234003152e-06 -4.3321042129821788e-05 -0.00018440829223976692 -0.00012543144756348962 1.3578367982876317e-06 -9.0618539151554666e-07 -6.5968644049459125e-05 1.5071633169682049e-06 1.1801438519432793e-06 -0.00043383517779811714 0.00020400522717246614 -7.448444940381161e-08 -1.4038440838048684e-06 1.5512386513129584e-07 3.2867509158189643e-06 1.4107442908837904e-05
leaf_weight=136 44 128 85 147 119 27 33 96 26 150 50 37 546 31 42 30 34 122 133 52 26 117 51 28 26 133 128 39 108 260
leaf_count=136 44 128 85 147 119 27 33 96 26 150 50 37 546 31 42 30 34 122 133 52 26 117 51 28 26 133 128 39 108 260
internal_value=0.000206365 -0.00014452 -0.000758256 -0.000516678 -0.000852615 -0.00351219 -0.00362069 -0.00056 -0.000831417 -0.000679764 0.000797571 -0.00195455 0.00107744 -6.76055e-05 -0.00106491 -0.00143346 -0.00123505 -0.0028601 -0.000614259 0.00132597 -0.00101818 -0.00164641 -0.00125 -0.0063871 -0.00139597 -0.0016 -0.002131 -0.00292857 0.00189515 0.00240633
internal_weight=2984 2480 1503 1398 1251 112 105 1139 1043 1017 977 87 890 344 898 748 718 182 536 180 494 361 335 61 148 164 218 167 504 368
internal_count=2984 2480 1503 1398 1251 112 105 1139 1043 1017 977 87 890 344 898 748 718 182 536 180 494 361 335 61 148 164 218 167 504 368
cat_boundaries=0 18 19 21 22 46 67 96 98 99 100 102 104
cat_threshold=268435457 129 1140850688 524292 0 2 4194304 536879104 33554432 8192 32 2097152 0 0 0 0 4096 32768 100706 384 8192 260 16 8 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 0 0 0 0 8 0 0 0 0 2147549184 0 0 0 0 32768 0 4 0 0 0 0 0 0 0 0 256 0 0 0 0 0 0 262144 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 20971520 0 0 16384 0 0 524288 0 16388 394 32864 0 24612 1066080 2
is_linear=0
shrinkage=0.04


Tree=358
num_leaves=31
num_cat=8
split_feature=8 12 8 0 1 9 17 2 12 12 4 4 2 2 0 0 2 2 0 0 2 0 2 1 0 2 2 3 14 2
split_gain=1.25519 1.76733 0.692401 0.639501 1.00386 0.606898 0.683046 0.491706 1.19505 0.886448 0.541595 0.460664 0.67431 0.407297 0.487429 0.54794 0.368911 0.690122 0.341106 0.313031 0.301398 0.278811 0.350253 0.260592 0.268369 0.260171 0.251757 0.239364 0.216371 0.200204
threshold=0 1 2 52.740000000000002 5.5000000000000009 3 4 14.500000000000002 5 6 15.000000000000002 11633120000.000002 5.5000000000000009 14.500000000000002 38.57500000000001 42.250000000000007 73.500000000000014 32.500000000000007 33.175000000000004 40.250000000000007 15.500000000000002 46.250000000000007 58.500000000000007 4.5000000000000009 24.500000000000004 51.500000000000007 21.500000000000004 1998.5000000000002 7 81.500000000000014
decision_type=9 9 9 8 8 9 9 8 9 9 10 8 8 8 10 10 10 8 10 10 10 10 10 10 10 10 10 10 9 8
left_child=1 -1 -2 5 -5 -4 11 8 18 10 16 20 -13 -14 -15 -16 17 26 -8 28 -7 22 -21 -19 25 -25 -9 29 -11 -3
right_child=2 27 3 4 -6 6 7 9 -10 19 -12 12 13 14 15 -17 -18 23 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.7417723885846677e-05 3.9410462181523756e-05 -1.0435844099762735e-05 9.269831822263546e-06 6.2849990126807851e-06 -2.2212233267571132e-05 4.0966950503710537e-05 -1.1619065683317995e-05 -9.8515235774946561e-06 9.1433800193025119e-06 6.6001064007845609e-07 2.7414438059802095e-06 -0.00012205625229449806 2.4291099268111348e-06 0.00072032179533135731 -4.1384945858055103e-05 2.178141252452516e-05 1.5451737067893445e-06 -3.8639046215771895e-06 -2.878093315741142e-06 -0.00038792114302984578 -5.4229209811923761e-05 5.587208632001505e-05 7.4858502990564374e-07 -1.0310051715805325e-05 -6.2464284128698546e-05 -3.6849120152213345e-07 3.6247972097975251e-06 -1.6897750020445738e-05 1.2187714199863672e-05 -9.9646524448567403e-06
leaf_weight=105 236 150 242 29 26 114 35 66 291 531 40 60 91 26 74 41 87 25 83 40 28 26 35 43 51 26 52 68 137 34
leaf_count=105 236 150 242 29 26 114 35 66 291 531 40 60 91 26 74 41 87 25 83 40 28 26 35 43 51 26 52 68 137 34
internal_value=0.000196336 -0.00198913 0.000510605 0.000292641 -0.00392857 0.000399109 0.000162941 0.000552248 0.00174634 0.000134483 -0.00139651 -0.00122247 -0.002157 -0.00116738 -0.00250704 -0.00362069 -0.00193732 -0.00268182 -0.0016124 0.000917949 0.000615385 -0.00113725 -0.00236842 -0.00452055 -0.00528926 -0.00691429 -0.000403361 -0.00377186 0.00124365 -0.00467027
internal_weight=2892 357 2535 2299 55 2244 2002 1568 409 1159 390 434 292 232 141 115 350 263 118 769 142 101 75 145 120 69 118 252 668 184
internal_count=2892 357 2535 2299 55 2244 2002 1568 409 1159 390 434 292 232 141 115 350 263 118 769 142 101 75 145 120 69 118 252 668 184
cat_boundaries=0 27 28 50 52 53 55 56 57
cat_threshold=268435472 0 4 0 1073741824 1 0 2147483648 0 0 0 33554432 2112 0 0 0 0 0 33554432 0 256 0 0 8 0 49152 64 17827168 0 14 0 0 65536 0 0 0 0 32768 0 4 0 0 0 0 0 0 0 8192 0 524288 1073873152 16384 56 9248 34 17910016 8192
is_linear=0
shrinkage=0.04


Tree=359
num_leaves=31
num_cat=9
split_feature=7 12 8 2 2 8 15 12 2 7 2 2 0 4 2 8 12 2 3 2 2 2 2 2 3 2 2 2 2 2
split_gain=1.12645 1.25092 1.01331 0.860452 0.811576 0.678988 0.663151 0.737799 0.634735 0.583675 0.499105 0.4812 0.32446 0.27194 0.271309 0.268967 0.309792 0.496646 0.30365 0.279554 0.267262 0.252171 0.247838 0.615232 0.238872 0.307443 0.306182 0.238521 0.231926 0.231041
threshold=0 1 2 66.500000000000014 27.500000000000004 3 4 5 147.50000000000003 6 321.00000000000006 12.500000000000002 50.425000000000004 30474295000.000004 3160.5000000000005 7 8 38.500000000000007 2017.5000000000002 19.500000000000004 8.5000000000000018 9.5000000000000018 13.500000000000002 19.500000000000004 1998.5000000000002 25.500000000000004 8.5000000000000018 44.500000000000007 14.500000000000002 49.500000000000007
decision_type=9 9 9 10 8 9 9 9 8 9 8 10 8 8 8 9 9 8 8 10 10 10 10 8 10 10 8 10 8 10
left_child=1 3 15 4 11 -4 13 8 -8 21 -10 -1 -11 -7 -12 18 17 19 -2 20 -17 -9 -18 -24 25 26 -3 -25 -20 -23
right_child=2 24 5 -5 -6 6 7 9 10 12 14 -13 -14 -15 -16 16 22 -19 28 -21 -22 29 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-8.9154684355236997e-05 -0.00014779898440539982 -1.6915254734700703e-05 1.0795716950213633e-05 1.4266099357727867e-06 -0.00020718877355794092 8.9985945914934081e-05 2.8673756322038046e-06 -0.00018582116651077671 -0.00024770367876876873 8.7206458588991404e-07 5.6329984950957873e-05 -1.3157434457246298e-06 -8.6008975240181435e-06 -0.00010514677384316492 -2.227897292892282e-05 -2.2736000608542462e-06 9.6084581932593503e-06 6.4594026892536807e-06 -4.0494761213731096e-05 -5.1002445227119424e-06 3.1153774163004148e-07 6.4292065329046356e-07 -3.6752649237898609e-06 6.9754299393874469e-06 0.00025506303571432004 -2.4532778215022302e-05 7.7654848361661735e-05 -2.4371617210155474e-06 -4.0680465399951055e-06 -1.8705035817189083e-06
leaf_weight=45 25 26 217 40 25 27 713 53 29 811 26 32 25 84 65 27 70 26 32 33 26 87 34 58 26 63 52 55 55 64
leaf_count=45 25 26 217 40 25 27 713 53 29 811 26 32 25 84 65 27 70 26 32 33 26 87 34 58 26 63 52 55 55 64
internal_value=0.000231707 -0.0020125 0.000500566 -0.00465359 -0.00691262 0.000851718 0.000609524 0.000791932 0.00167299 7.61181e-05 -0.000991735 -0.00476923 0.000547816 -0.00226229 0.000478261 -0.00123009 -0.0006 -0.00221138 -0.00286179 -0.00386207 -0.002 -0.00178605 0.000298246 -0.000621621 0.000382023 -0.000253521 0.00141772 0.000807018 -0.00195455 -0.00102632
internal_weight=2951 309 2642 142 102 2201 1984 1873 833 1040 120 77 836 111 91 441 329 112 112 86 53 204 217 147 167 141 78 113 87 151
internal_count=2951 309 2642 142 102 2201 1984 1873 833 1040 120 77 836 111 91 441 329 112 112 86 53 204 217 147 167 141 78 113 87 151
cat_boundaries=0 18 19 48 70 71 72 84 113 115
cat_threshold=131072 128 0 2048 524288 134225920 33554432 805306368 0 8224 8192 256 0 0 67108864 0 0 256 16850978 268435472 2048 4 0 0 0 262144 0 0 0 0 2048 10304 0 0 0 0 0 33554432 0 2147483776 0 0 8 0 32768 64 0 524288 0 0 0 0 65536 0 0 2147483648 0 0 0 4 0 1048576 0 0 0 0 0 8192 256 524288 135790592 1304608 0 0 0 4 32 0 131072 0 67584 0 0 128 0 2048 4 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 32768 64 0 524288 34880 32
is_linear=0
shrinkage=0.04


Tree=360
num_leaves=31
num_cat=11
split_feature=7 8 7 3 2 3 8 17 12 11 3 2 2 15 2 2 2 1 2 2 2 3 16 2 1 16 2 4 16 1
split_gain=1.31459 1.13483 0.728891 0.789476 0.503534 0.565266 0.469458 0.537955 0.52779 0.496589 0.611319 0.892315 0.464 0.384922 0.345418 0.254873 0.384644 0.623372 0.245094 0.363849 0.231034 0.225145 0.248816 0.213105 0.45825 0.435709 0.206129 0.226604 0.20165 0.257789
threshold=0 1 2 2014.5000000000002 9.5000000000000018 2005.5000000000002 3 4 5 6 2018.5000000000002 8.5000000000000018 122.50000000000001 7 4.5000000000000009 79.500000000000014 38.500000000000007 2.5000000000000004 58.500000000000007 32.500000000000007 18.500000000000004 2002.5000000000002 8 22.500000000000004 5.5000000000000009 9 5.5000000000000009 5157000000.000001 10 4.5000000000000009
decision_type=9 9 9 8 8 8 9 9 9 9 8 10 8 9 10 10 10 10 10 10 10 8 1 10 8 1 8 10 1 10
left_child=13 4 3 -3 14 -6 26 15 9 10 -9 -12 18 21 -2 16 17 -8 19 -5 -13 -1 -23 24 25 -11 -4 -28 -25 -30
right_child=1 2 6 12 5 -7 7 8 -10 23 11 20 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 28 -26 -27 27 -29 29 -31
leaf_value=-9.4759692809475173e-06 -4.4677638712614966e-06 4.1120841677442626e-05 4.9879701892829406e-09 -3.1018579010301378e-06 -0.00017926594752396677 -2.089020861146142e-06 1.8905502904989943e-05 2.5739228039579355e-05 1.5319978466298557e-06 -0.00044165526825868789 4.446866202371826e-06 -6.0306271883127735e-05 -4.2922353976445073e-05 1.0656025086945482e-05 -0.0001399468903229484 -4.0532998138020801e-05 8.6300041092490861e-06 -0.00011503569545491203 9.9924875898068025e-05 -3.7397443217865425e-05 -2.1402958257808035e-06 1.3815733094764973e-05 6.7027465339133728e-09 0.00057541183288130945 4.6930755471285349e-05 8.8025972119676762e-07 3.7368324081428216e-05 -2.1362720284145136e-05 1.5766741765313082e-06 -1.6988706247480252e-07
leaf_weight=25 26 64 35 100 25 126 66 60 1147 44 63 42 45 184 39 25 53 60 30 25 45 142 63 43 39 38 171 25 27 68
leaf_count=25 26 64 35 100 25 126 66 60 1147 44 63 42 45 184 39 25 53 60 30 25 45 142 63 43 39 38 171 25 27 68
internal_value=0.000332655 -1.41619e-05 0.000249355 -0.00168727 -0.00271366 -0.00155263 0.000506305 0.000283998 0.000531039 -0.000591667 -0.00199095 -0.00344371 -0.00298507 0.00239059 -0.00575758 -0.0016 -0.00113333 -0.00233071 -0.00192308 -0.00269841 -0.00604545 0.00116183 0.00165049 0.000577778 -0.000622951 -0.00231325 0.00216529 0.00276142 0.00166906 0.000625
internal_weight=2945 2531 2315 264 216 151 2051 1820 1616 469 210 150 200 414 65 204 179 126 155 125 87 230 205 259 121 82 231 196 138 95
internal_count=2945 2531 2315 264 216 151 2051 1820 1616 469 210 150 200 414 65 204 179 126 155 125 87 230 205 259 121 82 231 196 138 95
cat_boundaries=0 18 48 64 93 94 96 98 99 100 101 102
cat_threshold=0 17 1611661312 2621440 2 64 0 8192 65536 134217728 32 256 128 0 67108864 0 0 33280 1073741840 2048 4 0 0 1 0 0 0 0 0 133120 8256 0 0 0 0 0 33554432 0 0 0 0 8 0 0 64 0 0 4096 131072 0 0 0 32 134225920 0 0 33556480 32 0 0 0 268435456 0 32 0 8 0 0 2147483648 0 0 0 0 0 0 4 0 512 0 0 0 0 4096 8192 0 0 4194304 0 0 0 0 0 524288 34 173088 2 4 1024 201326592 2 2 2
is_linear=0
shrinkage=0.04


Tree=361
num_leaves=31
num_cat=11
split_feature=7 8 7 2 0 0 12 2 8 2 6 0 13 2 2 2 12 4 0 2 2 0 7 18 4 17 2 2 0 2
split_gain=1.26098 1.00959 0.762893 0.688009 0.718189 0.536726 0.425823 0.888236 0.626681 0.95228 0.566988 0.546114 0.799914 0.455123 0.684961 0.409901 0.298851 0.288004 0.397111 0.270769 0.255558 0.369243 0.244817 0.249958 0.313088 0.285571 0.316522 0.298534 0.252395 0.228952
threshold=0 1 2 5.5000000000000009 39.07500000000001 22.250000000000004 3 47.500000000000007 4 11.500000000000002 5 43.675000000000004 6 171.00000000000003 88.500000000000014 18.500000000000004 7 9950.0000000000018 40.250000000000007 58.500000000000007 12.500000000000002 39.07500000000001 8 9 3681544000.0000005 10 6.5000000000000009 23.500000000000004 39.07500000000001 19.500000000000004
decision_type=9 9 9 10 10 10 9 10 9 10 9 10 9 10 10 10 9 10 8 10 10 10 9 9 10 9 8 10 10 10
left_child=3 -2 -3 -1 5 -5 7 22 9 -8 11 12 -10 14 -9 16 20 18 -6 -11 21 -12 -4 24 -24 29 28 -28 -27 -25
right_child=1 2 6 4 17 -7 8 13 10 19 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.00014838117195896991 1.1834726123644089e-05 3.3452263336890045e-05 2.3355074600717194e-06 3.7668160945162206e-05 7.5944192558636735e-06 -9.1212058901317817e-05 -7.781300625952943e-05 -6.1517482848537446e-07 -5.7437875788146877e-05 1.812649986546988e-05 3.5944214265052787e-06 -0.00035782495864721572 0.00034118039120907578 5.4346248166613445e-06 -9.0187594361528062e-05 1.9911170735803165e-07 9.5567832306131782e-06 0.00033640819328655604 -1.3970785744513012e-05 -3.8395520912508636e-06 6.0097800045886806e-06 -0.00015791083163873659 -4.5741168644177041e-05 -1.9826866110455971e-05 0.00031146743520192691 -6.5152589975795596e-05 8.5558105278403948e-06 -3.1550266230731547e-07 1.6838854292923529e-05 4.3536360249707984e-06
leaf_weight=69 239 109 100 25 130 31 32 112 111 32 43 45 173 62 55 559 293 25 32 38 25 52 41 89 26 28 171 100 79 30
leaf_count=69 239 109 100 25 130 31 32 112 111 32 43 45 173 62 55 559 293 25 32 38 25 52 41 89 26 28 171 100 79 30
internal_value=0.000156916 0.000442938 0.000190397 -0.00220433 -0.00126229 -0.00519298 2.77418e-05 -0.000650442 0.000461103 -0.00240708 0.000704268 -0.000717647 -8.42104e-05 -0.0028 -0.00388095 0.0011882 0.00215459 -6.38296e-05 -0.000687116 1.46913e-10 0.000305344 -0.000625 8.42107e-05 -0.000250435 -0.00252941 5.6225e-05 0.000596401 0.00133824 -0.00122222 -0.00156923
internal_weight=2956 2644 2405 312 243 56 2296 893 1403 102 1301 329 284 229 167 972 413 187 162 70 120 95 664 564 67 497 378 271 107 119
internal_count=2956 2644 2405 312 243 56 2296 893 1403 102 1301 329 284 229 167 972 413 187 162 70 120 95 664 564 67 497 378 271 107 119
cat_boundaries=0 18 47 60 61 87 88 89 90 102 103 104
cat_threshold=131075 0 8192 10240 32 134217792 0 0 33554432 8224 0 256 0 0 0 32 0 128 0 0 0 0 65536 1 0 0 1 0 0 131076 0 0 0 0 0 0 0 8192 0 0 4194304 0 0 268435456 64 0 524288 0 1 0 524800 0 0 0 8192 0 134217728 32 0 128 147554 0 2048 0 0 0 0 0 2147483648 0 0 0 2048 2048 0 0 0 0 0 33554432 0 0 0 0 0 0 16384 22 10 1115136 0 0 0 2097152 2 0 0 131072 2048 0 0 128 4 8
is_linear=0
shrinkage=0.04


Tree=362
num_leaves=31
num_cat=9
split_feature=8 0 2 2 12 12 0 0 0 12 18 3 2 3 8 2 2 2 2 3 9 1 11 2 0 3 12 2 2 2
split_gain=0.766145 0.782177 0.574221 0.776572 0.73458 0.431391 0.293976 0.366227 0.289336 0.259646 0.250904 0.217859 0.203879 0.199493 0.195808 0.337824 0.327502 0.317871 0.312685 0.407953 0.320508 0.299072 0.584229 0.481548 0.303963 0.261701 0.187833 0.335121 0.187564 0.198075
threshold=0 52.740000000000002 39.500000000000007 80.500000000000014 1 2 44.07500000000001 38.57500000000001 29.500000000000004 3 4 2021.5000000000002 43.500000000000007 2001.5000000000002 5 5.5000000000000009 21.500000000000004 2.5000000000000004 21.500000000000004 2010.5000000000002 6 4.5000000000000009 7 35.500000000000007 44.07500000000001 2004.5000000000002 8 28.500000000000004 9.5000000000000018 5.5000000000000009
decision_type=9 8 8 8 9 9 10 10 10 9 9 8 10 8 9 8 8 8 8 8 9 10 9 8 10 8 9 10 10 10
left_child=2 5 11 4 12 6 7 8 -2 10 -5 -1 -4 -9 15 -7 -17 -16 19 -19 28 -20 25 -24 -25 -23 27 -13 29 -21
right_child=1 -3 3 9 -6 14 -8 13 -10 -11 -12 26 -14 -15 17 16 -18 18 21 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.1959736363581578e-05 2.0377193706742977e-07 -8.1672114600526456e-06 1.3971365768128408e-06 -0.00020906823146423032 -1.0544860149653873e-06 6.9325059996290647e-07 5.2901211050763949e-05 0.0002198920125933218 0.00052679680317910542 4.7365807313597037e-06 2.4922429896671681e-06 2.8205037912565996e-06 3.5521754294187135e-08 -2.4262674057595855e-06 -1.5503413472198568e-05 -3.9926604800951938e-05 -1.9505484205325644e-06 0.0012084232550274093 2.190830616276402e-05 -3.1947077050971797e-06 9.3690782698274695e-06 -1.7455615158751925e-05 -0.00043272204581899857 -7.3487721924433106e-06 -0.00064885190058109211 1.8196537586840579e-05 2.2086373655967676e-06 -7.6582258717744475e-07 2.3075423271291779e-06 -5.1299258010748913e-05
leaf_weight=73 80 47 29 62 137 25 46 33 75 172 70 114 80 282 55 52 79 71 98 54 173 51 26 122 33 150 453 25 125 50
leaf_count=73 80 47 29 62 137 25 46 33 75 172 70 114 80 282 55 52 79 71 98 54 173 51 26 122 33 150 453 25 125 50
internal_value=0.000328916 -0.000214039 0.00109299 0.000145191 -0.00152227 -7.13859e-05 0.000880456 0.00059448 0.00217949 0.00149508 5.59442e-05 0.00189189 0.000966667 -0.000189873 -0.000497021 -0.00177245 -0.00269697 -0.00028263 -0.000113207 0.000616034 0.000119107 -0.000831601 -0.00133681 -0.00289583 -0.00217949 0.000207547 0.00163238 0.00024 -0.00085 -0.00213333
internal_weight=2942 1727 1215 550 246 1680 516 470 155 304 132 665 109 315 1164 156 131 1008 953 473 402 480 382 181 155 201 592 139 229 104
internal_count=2942 1727 1215 550 246 1680 516 470 155 304 132 665 109 315 1164 156 131 1008 953 473 402 480 382 181 155 201 592 139 229 104
cat_boundaries=0 26 27 29 30 31 61 63 65 67
cat_threshold=1073741840 8 0 0 65536 0 0 0 1 32768 0 131076 2048 1049088 0 4096 0 0 4096 8192 256 524288 20971520 0 0 268451840 1156160 197952 2 107522 4 268435456 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 128 0 0 0 0 32768 64 0 524288 4096 0 6160 16388 512 132160 32
is_linear=0
shrinkage=0.04


Tree=363
num_leaves=31
num_cat=13
split_feature=7 12 8 7 6 12 12 0 0 3 0 9 0 1 8 7 0 0 13 12 0 1 1 3 9 5 0 0 3 3
split_gain=1.43949 1.24046 0.96419 0.634282 0.637833 0.526379 0.496341 0.639081 0.486723 0.420063 0.416943 0.40529 0.394644 0.389437 0.36941 0.347385 0.301551 0.273147 0.277781 0.503724 0.444103 0.220066 0.198732 0.176661 0.174577 0.22895 0.172116 0.159975 0.144493 0.276543
threshold=0 1 2 3 4 5 6 24.500000000000004 36.400000000000006 1.0000000180025095e-35 35.850000000000009 7 30.500000000000004 5.5000000000000009 8 9 20.500000000000004 37.750000000000007 10 11 40.250000000000007 4.5000000000000009 5.5000000000000009 2015.5000000000002 12 9.0000000000000018 16.750000000000004 42.710000000000008 2021.5000000000002 2008.5000000000002
decision_type=9 9 9 9 9 9 9 10 10 10 10 9 10 10 9 9 10 10 9 9 10 10 8 8 9 8 10 10 8 10
left_child=1 8 -2 -4 5 10 9 -8 12 -6 16 27 -1 17 -7 23 26 -9 19 24 -20 -22 -10 -3 28 -26 -5 -12 29 -19
right_child=2 15 3 4 6 14 7 13 22 -11 11 -13 -14 -15 -16 -17 -18 18 20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.8598677458131521e-05 2.3322982975295885e-06 -1.297581772414868e-05 8.2467071497813012e-06 2.0862489381214079e-07 -0.00012230030561572288 -1.1065438986937137e-06 -0.00014696280116711355 0.00037398567526726671 -7.8201299356717778e-05 9.0071713360677277e-05 -2.8796209778630786e-05 1.0306884131890518e-06 0.00046954292094443696 0.00012159490438381221 2.2091102435382278e-06 1.027171717213895e-05 9.7295657492252228e-06 -2.131904331227496e-05 -0.00021153794807377607 4.805042949198612e-05 2.1310834751488982e-05 -6.4936136216020061e-05 -0.00021218535199877349 -3.8776086497345108e-06 -1.6670550491242832e-05 5.597639962357257e-05 -5.4663289447931983e-07 -0.00010262845448581351 -1.0203811981990951e-05 3.6362792647801943e-05
leaf_weight=29 252 26 213 147 105 119 27 52 54 51 109 148 28 55 603 195 78 33 30 103 43 54 28 83 38 67 54 28 57 25
leaf_count=29 252 26 213 147 105 119 27 52 54 51 109 148 28 55 603 195 78 33 30 103 43 54 28 83 38 67 54 28 57 25
internal_value=0.000250767 -0.00182379 0.0006251 0.000353778 0.000129603 0.000666153 -0.000798935 -0.000242017 -0.00482667 -0.00273054 -0.000250435 -0.00132867 -0.00227586 5.01794e-05 0.00137517 -0.000330159 0.000842857 -0.000302187 -0.000620842 3.59283e-05 -0.00211594 -0.000938775 -0.00713253 -0.00203333 -0.00103896 0.000172414 1.98021e-05 -0.00278378 -0.00206349 -0.000813559
internal_weight=2934 443 2491 2239 2026 1286 740 584 139 156 564 285 57 557 722 304 279 502 450 323 127 97 82 109 220 105 201 137 115 58
internal_count=2934 443 2491 2239 2026 1286 740 584 139 156 564 285 57 557 722 304 279 502 450 323 127 97 82 109 220 105 201 137 115 58
cat_boundaries=0 16 18 47 59 60 62 63 65 91 107 108 109 111
cat_threshold=131072 128 8192 8192 32 134225920 0 536870912 33556480 134225920 0 384 0 268435456 0 32 16778336 32 0 8 0 0 65536 0 0 0 1 0 0 4 0 1048576 0 0 0 0 0 10240 128 524288 0 0 0 0 0 0 524288 268435456 1 68157440 524288 0 0 4194304 268443648 0 0 8224 2097152 282 98624 34 16812064 0 10240 0 0 0 0 2147483648 1 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 2147483648 0 4194304 0 0 16384 131072 0 8192 0 0 0 0 0 33554432 134217728 0 256 0 268435456 0 32 6 82178 0 18560
is_linear=0
shrinkage=0.04


Tree=364
num_leaves=31
num_cat=4
split_feature=8 8 5 2 2 3 2 2 2 2 8 2 0 11 2 0 4 0 0 0 4 4 5 4 0 2 3 2 2 4
split_gain=1.79877 0.959943 0.528404 0.566586 0.405827 0.365308 0.455698 0.253805 0.258743 0.228349 0.406292 0.550518 0.511978 0.334221 0.502572 0.56655 0.516833 0.336837 0.2876 0.221512 0.42868 0.392639 0.208276 0.203693 0.195843 0.182488 0.436247 0.37687 0.17437 0.167092
threshold=0 1 3.5000000000000004 56.500000000000007 8.5000000000000018 2005.5000000000002 321.00000000000006 13.500000000000002 10.500000000000002 39.500000000000007 2 6.5000000000000009 35.250000000000007 3 89.500000000000014 36.900000000000006 22819750000.000004 27.750000000000004 40.250000000000007 42.710000000000008 2025703500.0000002 539925000.00000012 4.5000000000000009 15.000000000000002 43.175000000000004 45.500000000000007 1999.5000000000002 89.500000000000014 4.5000000000000009 14469800500.000002
decision_type=9 9 8 10 10 8 10 10 10 10 9 8 10 9 10 10 8 10 10 10 10 10 8 10 10 10 10 10 10 8
left_child=2 -2 -1 4 -4 7 9 8 -3 10 29 12 -12 24 16 -16 -15 -18 22 -20 21 -21 -13 -24 -11 26 -9 -27 -14 -7
right_child=1 5 3 -5 -6 6 -8 25 -10 13 11 18 28 14 15 -17 17 -19 19 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=3.7925363124306267e-07 1.8682784010847903e-05 -8.4055812906281623e-06 -1.8206225489352498e-06 3.9649997996254059e-06 -4.0002835240662191e-05 2.1089677312638495e-05 0.00024737010683325943 -0.00054036197319740846 0.0026579077238579989 1.1099075405404753e-07 -2.276860499059263e-05 -1.7988129885794914e-06 1.023384103461578e-06 1.0757977637486649e-05 1.5275652954054317e-06 -2.1499867947509192e-05 -3.0500136719912212e-07 -1.7405177506433997e-05 -4.4028157302178782e-05 4.167815570978216e-06 0.0030063921427057549 -0.00011236269282038248 6.4404960617602405e-06 0.00020404818968605237 2.3229985109301089e-05 2.6731046582034561e-05 7.9643094518873817e-05 -4.3886746008215854e-05 -2.5069988272046657e-05 1.2927638897619935e-06
leaf_weight=40 343 28 46 41 101 44 95 27 25 200 36 75 135 30 79 49 157 43 45 103 36 25 412 48 29 38 27 48 84 405
leaf_count=40 343 28 46 41 101 44 95 27 25 200 36 75 135 30 79 49 157 43 45 103 36 25 412 48 29 38 27 48 84 405
internal_value=0.000281865 0.000576765 -0.00304602 -0.00406349 -0.00521622 0.000279349 0.000431722 -0.00138144 0.000962963 0.000304519 0.000574189 0.000114852 -0.00148437 -0.000360544 -0.00110569 0.000868217 -0.00225108 -0.00298507 0.000665772 -0.000590476 9.69698e-05 -0.000992248 0.00115672 0.00147505 0.000816667 -0.0022695 -0.00407273 -0.00110345 -0.000745454 0.00155652
internal_weight=2894 2666 228 188 147 2323 2130 193 53 2035 1448 999 255 587 358 128 230 200 744 209 164 128 535 460 229 140 54 86 219 449
internal_count=2894 2666 228 188 147 2323 2130 193 53 2035 1448 999 255 587 358 128 230 200 744 209 164 128 535 460 229 140 54 86 219 449
cat_boundaries=0 30 56 79 82
cat_threshold=0 4 4 0 0 1 0 0 0 0 0 33554432 8192 0 0 0 0 0 33558528 0 0 0 0 0 0 32768 64 0 128 4096 16 0 0 0 65536 0 262144 0 1 0 0 4 2048 1024 0 0 0 0 0 10240 0 0 0 0 0 16384 0 8 0 0 2147483648 0 0 2147483648 0 32768 0 131072 0 0 0 4096 0 0 0 0 256 0 16777216 32772 2147483648 524288
is_linear=0
shrinkage=0.04


Tree=365
num_leaves=31
num_cat=12
split_feature=7 7 12 8 2 0 12 3 2 4 6 2 2 2 2 6 0 2 0 2 9 0 6 2 12 12 2 2 12 2
split_gain=1.36475 0.919028 0.79516 0.685831 0.522119 0.859272 0.636901 0.504893 0.667815 0.782475 0.404589 0.383418 0.378704 0.378501 0.37731 0.359105 0.352237 0.438834 0.574072 0.352974 0.310911 0.44184 0.412613 0.288785 0.286827 0.283934 0.401805 0.283638 0.280878 0.416284
threshold=0 1 2 3 36.500000000000007 52.740000000000002 4 2014.5000000000002 44.500000000000007 6186315000.000001 5 6.5000000000000009 37.500000000000007 442.50000000000006 95.500000000000014 6 42.710000000000008 58.500000000000007 38.20000000000001 44.500000000000007 7 38.20000000000001 8 69.500000000000014 9 10 19.500000000000004 15.500000000000002 11 25.500000000000004
decision_type=9 9 9 9 10 10 9 8 10 8 9 10 10 10 10 9 10 10 10 10 9 8 9 10 9 9 10 8 9 8
left_child=-1 2 7 24 5 6 15 12 9 -9 -6 -11 -2 14 16 -5 17 19 23 -12 21 -8 25 -19 27 -22 -27 -3 29 -24
right_child=1 3 -4 4 10 -7 20 8 -10 11 13 -13 -14 -15 -16 -17 -18 18 -20 -21 22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00011631184496696054 -2.2032118887128249e-05 5.3218629023052598e-06 1.2499668356245163e-06 8.327105182048434e-07 8.5950404589064456e-05 -8.0407026276755641e-06 -0.00010794196697650481 -0.00020175589048742837 -1.2093838434961933e-05 0.00021182644238957194 -4.9051854489473947e-07 -2.1629628939098795e-05 0.00042783428163365437 -0.00010622465980907124 1.3411519478855967e-06 6.6917135555370883e-06 1.6762794713517477e-05 -4.3215466213000101e-07 -3.8526923616849692e-05 6.3686879195207982e-07 -2.9869740229028909e-06 7.6087627061888083e-05 7.9635401019616446e-08 6.1191193707526284e-08 3.4202392844805528e-06 -3.1014026361185361e-05 -0.00013851002647054586 -1.0746348324110606e-06 2.9294912527126221e-06 -6.4531285442320004e-05
leaf_weight=211 32 51 196 110 110 25 42 31 43 28 81 81 32 32 100 209 36 30 57 87 128 206 98 63 292 104 27 90 267 29
leaf_count=211 32 51 196 110 110 25 42 31 43 28 81 81 32 32 100 209 36 30 57 87 128 206 98 63 292 104 27 90 267 29
internal_value=6.55515e-05 -0.000180352 -0.00182379 0.000147046 -0.000192224 0.000272873 0.000425881 -0.00330233 -0.0045 -0.00312057 -0.00116583 -0.00149091 -0.000369231 -0.00164185 -0.00137143 0.00192727 -0.0019831 -0.00240752 -0.00397351 -0.000994083 -0.000127193 0.00105019 -0.000584337 -0.002 0.00155856 -0.00179259 -0.00307042 2.63159e-05 0.000237037 -0.00124638
internal_weight=2928 2717 443 2274 1841 1245 1220 247 183 140 596 109 64 486 454 319 354 318 150 168 901 248 653 93 433 259 131 141 394 127
internal_count=2928 2717 443 2274 1841 1245 1220 247 183 140 596 109 64 486 454 319 354 318 150 168 901 248 653 93 433 259 131 141 394 127
cat_boundaries=0 18 36 38 61 62 63 64 66 67 68 70 71
cat_threshold=0 1 0 0 2 8192 0 268443648 0 134217728 32800 0 144 0 0 0 16 256 131074 128 536870912 0 0 134217792 0 536870912 33556480 8224 8192 0 0 268435456 0 32 128 128 83952674 32 0 8 0 0 65536 1 0 0 0 32768 0 2052 0 0 0 4096 0 0 4096 8192 384 0 4194304 183296 6 340 1073741824 4260 210 181344 16777250 32 83886082
is_linear=0
shrinkage=0.04


Tree=366
num_leaves=31
num_cat=14
split_feature=7 8 7 9 9 2 9 6 6 5 2 2 15 12 2 2 12 2 2 3 6 2 2 0 2 2 12 0 6 2
split_gain=1.54339 0.847867 0.530979 0.515554 0.447404 0.486296 0.399572 0.877554 0.686303 0.829712 0.703575 0.614423 0.344546 0.545475 0.441767 0.408568 0.464451 0.648922 0.468991 0.467424 0.60246 0.507808 0.428148 0.309306 0.768174 0.395142 0.293302 0.287904 0.268687 0.559627
threshold=0 1 2 3 4 321.00000000000006 5 6 7 1.5000000000000002 20.500000000000004 50.500000000000007 8 9 89.500000000000014 4.5000000000000009 10 92.500000000000014 44.500000000000007 1975.5000000000002 11 17.500000000000004 65.500000000000014 35.850000000000009 38.500000000000007 22.500000000000004 12 40.250000000000007 13 18.500000000000004
decision_type=9 9 9 9 9 8 9 9 9 8 10 10 9 9 10 8 9 10 8 10 9 10 10 10 8 10 9 10 9 10
left_child=6 26 -3 -4 5 -5 7 -1 9 -8 -10 -11 15 14 27 -6 17 18 19 20 -17 -22 -20 24 -9 -25 -2 -14 29 -18
right_child=1 2 3 4 12 -7 8 23 10 11 -12 -13 13 -15 -16 16 28 -19 22 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=8.6586285822005885e-06 1.3850846479476636e-05 4.8400886450803641e-05 0.001773144508153942 -0.000110685657839647 2.5954858724154535e-06 5.4992456583989839e-06 -1.8304085467023646e-08 1.2681945816542856e-07 -1.6735791391846673e-05 -0.0001309449677257579 0.00020266670422793313 -3.8640558740772748e-05 -1.8873684420933191e-07 1.2350291584501383e-05 -2.8246744530882059e-05 9.8435690651535396e-09 -3.1934445635925469e-05 9.5737811898539845e-06 -7.7517595316868708e-06 3.2227850602495396e-05 -7.2564552157611481e-05 -5.4782183432608333e-06 -7.4340876413453094e-07 -5.6815612326138779e-05 -9.5625705881014861e-05 5.2285008216763185e-05 1.0265994125453861e-06 2.3460088707878414e-05 2.1452716165756859e-05 8.119466151459354e-08
leaf_weight=159 230 145 105 74 148 39 35 37 89 51 56 25 194 225 45 115 80 53 59 74 51 53 32 64 42 56 148 48 184 253
leaf_count=159 230 145 105 74 148 39 35 37 89 51 56 25 194 225 45 115 80 53 59 74 51 53 32 64 42 56 148 48 184 253
internal_value=6.59934e-05 0.000532545 0.000195171 4.3409e-06 -0.000168009 -0.00248387 -0.0017024 -0.000780488 -0.00290637 -0.00521311 -0.000897436 -0.008 9.8463e-06 0.000856597 -0.000308725 -0.00038814 -0.000695288 -0.00163393 -0.00224416 -0.00145578 -0.00238182 -0.00438261 -0.00473913 -0.00249524 -0.00455 -0.00132231 0.00224165 0.00036214 0.000128788 -0.000546511
internal_weight=2969 2355 1977 1832 1727 113 614 358 256 111 145 76 1614 512 287 1102 954 437 384 293 219 104 91 199 79 120 378 242 517 333
internal_count=2969 2355 1977 1832 1727 113 614 358 256 111 145 76 1614 512 287 1102 954 437 384 293 219 104 91 199 79 120 378 242 517 333
cat_boundaries=0 18 48 65 67 69 71 72 73 74 76 77 78 80 81
cat_threshold=131072 16 603987968 2631680 32 134217792 0 536870912 33556480 8224 0 384 0 268435456 0 32 1073741952 384 16 8 0 0 2147549184 1 0 2147483648 1 0 0 4 2048 1048576 0 0 0 0 0 8192 256 0 4194304 0 0 0 0 0 0 8192 0 1 0 0 0 0 0 4202496 0 536870912 8224 0 0 0 0 0 4096 1073873152 32 0 8208 256 2224 338 322 2348810240 68363266 32 16894240 8 16836866 32 408
is_linear=0
shrinkage=0.04


Tree=367
num_leaves=31
num_cat=8
split_feature=7 11 8 2 7 2 8 3 2 9 4 2 3 1 14 2 4 4 2 4 2 2 5 3 13 2 2 0 0 2
split_gain=1.11337 0.764317 0.792484 1.36714 0.76116 0.52149 0.622196 0.438193 0.437316 0.436521 0.495058 0.579946 0.5044 0.441252 0.428107 0.420921 0.40611 0.403765 0.487062 0.389097 0.48813 0.404046 0.388791 0.37856 0.363463 0.738387 0.892154 0.335326 0.284121 0.280716
threshold=0 1 2 6.5000000000000009 3 29.500000000000004 4 2005.5000000000002 9.5000000000000018 5 33.000000000000007 4.5000000000000009 2006.5000000000002 5.5000000000000009 6 725.00000000000011 1300.0000000000002 20282.500000000004 95.500000000000014 28.000000000000004 26.500000000000004 13.500000000000002 1.0000000180025095e-35 1988.5000000000002 7 60.500000000000007 44.500000000000007 43.675000000000004 23.500000000000004 79.500000000000014
decision_type=9 9 9 8 9 8 9 10 10 9 10 10 10 10 9 10 10 8 10 10 10 8 10 10 9 8 10 10 10 10
left_child=23 -2 3 -3 8 6 22 14 -4 10 11 -8 13 -13 15 17 -11 -7 24 20 21 -5 -6 27 25 26 28 -1 -19 -16
right_child=1 2 4 19 5 7 9 -9 -10 16 -12 12 -14 -15 29 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.4169232022014337e-06 1.9970009439506235e-05 -2.2427805268071853e-05 1.0130249971379458e-05 -1.1483797404689464e-05 2.48457783320358e-06 -5.216798560606698e-05 9.2883380860591008e-06 1.4271004448785396e-05 -1.0719122967701148e-05 1.6991290971949043e-05 -6.4397692299584467e-05 1.0384093149604991e-06 -0.00010211095979992626 -0.00023046101269173978 -2.8098483404040359e-05 -9.7361663318519325e-05 -5.8517406513504928e-05 -6.2405899533332133e-07 2.1315783965752862e-06 2.3172304300183282e-05 -1.0018003012246164e-06 -0.00010946458254471325 -0.00010868513548647403 -2.4121028511417171e-06 -9.1843515454394966e-08 -1.8703700200311771e-05 7.5963268891264347e-07 -3.1661534896263182e-07 3.6301254621177808e-06 0.00074570027967238743
leaf_weight=332 114 33 25 35 277 38 64 104 77 336 32 169 59 25 164 31 32 62 105 40 83 37 33 86 222 54 63 64 26 88
leaf_count=332 114 33 25 35 277 38 64 104 77 336 32 169 59 25 164 31 32 62 105 40 83 37 33 86 222 54 63 64 26 88
internal_value=-1.37408e-05 -0.000364083 -0.000526451 -0.0027113 -0.000274678 -9.22304e-05 0.000533074 -0.000764092 -0.00346903 -0.000126373 -0.00112222 -0.000666667 -0.00152756 -0.000533333 -0.00106323 -0.00162745 0.000823219 -0.00140105 -0.00111069 -0.00153061 -0.0024359 -0.00482192 0.00199377 0.00172008 -0.00171028 -0.00287037 -0.00155263 0.00227708 -0.00413483 0.000334601
internal_weight=2910 2428 2314 228 2086 1984 1027 957 102 717 349 317 253 194 853 601 368 570 532 195 155 72 310 482 427 205 151 396 88 252
internal_count=2910 2428 2314 228 2086 1984 1027 957 102 717 349 317 253 194 853 601 368 570 532 195 155 72 310 482 427 205 151 396 88 252
cat_boundaries=0 17 19 48 66 89 91 92 93
cat_threshold=268435457 17 1712332800 262148 65536 0 4194304 536879104 0 8192 32 2097152 0 0 0 0 1073745920 32768 66048 1073741824 2048 4 0 2147483648 1 0 0 0 0 0 0 8192 0 0 0 0 0 4096 0 0 0 4194304 8 0 0 64 0 524288 131072 0 262144 524288 0 134217728 0 0 33554432 0 0 0 0 0 0 0 128 128 16 8 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 256 0 16777216 0 2176 139280 2
is_linear=0
shrinkage=0.04


Tree=368
num_leaves=31
num_cat=10
split_feature=7 12 11 8 3 7 12 2 5 7 0 0 12 2 2 2 3 11 12 2 4 0 2 2 2 2 2 2 2 0
split_gain=1.09781 1.08113 0.977378 0.73368 0.615229 0.523888 0.474736 0.492802 0.459939 0.424816 0.908531 0.470331 0.494449 1.04609 1.19116 0.770196 0.715968 0.526614 0.404594 0.381948 0.372624 0.61839 0.327796 0.309436 0.256165 0.307152 0.238311 0.231774 0.274638 0.230203
threshold=0 1 2 3 2014.5000000000002 4 5 4.5000000000000009 1.0000000180025095e-35 6 44.07500000000001 48.175000000000004 7 40.500000000000007 13.500000000000002 28.500000000000004 2005.5000000000002 8 9 39.500000000000007 12000.000000000002 39.07500000000001 65.500000000000014 57.500000000000007 8.5000000000000018 199.50000000000003 10.500000000000002 55.500000000000007 20.500000000000004 18.500000000000004
decision_type=9 9 9 9 10 9 9 8 10 9 10 8 9 10 8 10 8 9 9 8 10 10 10 8 8 10 10 8 10 10
left_child=1 4 -2 18 5 19 -5 -8 23 10 -9 12 13 14 -11 17 -17 -14 -4 26 21 -18 -21 -7 -3 27 -1 28 -26 -30
right_child=2 24 3 6 -6 8 7 9 -10 11 -12 -13 15 -15 -16 16 20 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-6.2615213082278594e-06 -3.1564129321305412e-06 1.8267028910521265e-05 6.6339740441046314e-07 1.2185956068611471e-05 -2.7747606402723741e-05 -3.7546047189941248e-05 6.3168748250828081e-05 0.0014816744874711985 -2.915445396378489e-05 3.7355548686631175e-05 -6.6561403849796759e-05 2.2822387485664715e-05 -1.4071349164666127e-05 3.2316071714476358e-05 -0.00017107884550061718 -9.109194532104296e-05 -1.9982534007811497e-05 2.6020273179845049e-05 1.9017103327414278e-06 -2.9272945992386002e-06 -6.8372784148441043e-06 9.0968951563816933e-06 1.5960011207976161e-07 5.9293786959657876e-06 -4.507023450672204e-06 0.00020657170886800161 4.2374577843352123e-06 -6.0084880164135125e-07 2.8366082436525318e-06 2.2034022272364897e-05
leaf_weight=51 128 36 257 217 39 120 155 158 38 56 58 50 234 77 103 45 43 171 278 38 25 118 46 51 78 33 96 64 38 49
leaf_count=51 128 36 257 217 39 120 155 158 38 56 58 50 234 77 103 45 43 171 278 38 25 118 46 51 78 33 96 64 38 49
internal_value=0.000149102 -0.00113198 0.00060989 0.000826848 -0.00229388 -0.00190476 0.000368179 7.05523e-05 -0.00329091 -0.000217735 0.00133921 -0.00059164 -0.000815578 -0.00233198 -0.004275 -0.000210201 -0.00205172 0.000837439 0.00208791 -0.000479339 -0.000941176 -0.000222222 -0.00263529 -0.00253488 0.000750809 0.000334601 0.00072973 -0.000191304 0.00060241 0.00213636
internal_weight=2950 777 2173 2045 479 440 1510 1293 209 1138 216 922 872 236 159 636 231 405 535 231 186 161 84 171 298 262 147 229 165 87
internal_count=2950 777 2173 2045 479 440 1510 1293 209 1138 216 922 872 236 159 636 231 405 535 231 186 161 84 171 298 262 147 229 165 87
cat_boundaries=0 16 18 21 50 60 61 78 79 80 82
cat_threshold=131072 128 536870912 2623488 32 134225984 131072 805306368 33556480 134217760 0 256 0 268435456 0 32 16892962 32 16386 2147491840 1 0 8 0 0 65536 1 0 0 1 32768 0 4 2048 0 0 0 0 0 0 8192 256 0 20971520 0 0 0 0 0 524288 0 128 536870912 0 32 0 131072 0 33554432 32 68176896 268435458 1 0 0 2 0 0 0 65536 0 32 0 16 0 0 0 1073745936 16916800 4 67267648 32
is_linear=0
shrinkage=0.04


Tree=369
num_leaves=31
num_cat=12
split_feature=7 8 3 13 12 8 2 9 12 12 4 2 2 3 3 12 1 12 4 1 2 0 2 12 3 2 12 2 2 2
split_gain=0.953891 0.716129 0.753549 0.433253 0.873709 0.586823 0.414252 0.409422 0.694551 0.642211 0.67734 0.684118 0.428197 0.451891 0.63043 0.394677 0.534678 0.374182 0.792004 0.641635 0.367205 0.328078 0.31907 0.558212 0.503245 0.291125 0.288575 0.368355 0.360326 0.283856
threshold=0 1 2017.5000000000002 2 3 4 7.5000000000000009 5 6 7 6050.0000000000009 6.5000000000000009 26.500000000000004 2007.5000000000002 2002.5000000000002 8 2.5000000000000004 9 27174645000.000004 5.5000000000000009 16.500000000000004 40.250000000000007 41.500000000000007 10 2020.5000000000002 32.500000000000007 11 63.500000000000007 119.00000000000001 63.500000000000007
decision_type=9 9 8 9 9 9 8 9 9 9 8 8 10 10 8 9 10 9 8 8 8 10 10 9 8 10 9 10 10 10
left_child=-1 2 -2 4 -3 26 -4 8 12 -9 -11 -12 -7 14 -14 16 -5 18 -8 -20 -19 22 23 24 -10 -13 -6 -28 -29 -16
right_child=1 3 6 15 5 7 17 9 21 10 11 25 13 -15 29 -17 -18 20 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=9.9410831354798254e-06 -0.00014958427764645883 3.3402650780749291e-06 0.0001042635194128626 0.0050708616036147444 -1.1546706405732951e-06 6.1976234130476091e-06 2.4632110445853933e-05 1.352846719156568e-05 -0.00017468535862867873 -0.00010570394130346118 -3.2164533046628707e-05 5.2919195005082461e-06 0.00018834662430777509 8.5225436369306654e-05 -2.4121087046852898e-07 1.2207258094356925e-05 -1.3131091749647927e-05 -3.4459936865230105e-05 -1.0933666690225258e-05 -0.00024029611442302867 1.8260570943449539e-05 -2.4177530389144167e-05 2.4916149221709709e-07 5.5419203945668782e-07 -5.4976492871731573e-07 -7.8239055778053089e-06 1.3903356958490856e-05 -2.831369184198202e-05 1.3837079005610906e-05 8.5408620186910867e-07
leaf_weight=239 36 248 62 29 111 246 52 118 29 31 45 83 31 32 94 311 74 38 60 35 103 35 139 113 126 56 238 29 25 51
leaf_count=239 36 248 62 29 111 246 52 118 29 31 45 83 31 32 94 311 74 38 60 35 103 35 139 113 126 56 238 29 25 51
internal_value=0.000341096 0.000118915 -0.00145088 0.00038872 0.000126917 -0.000214242 -0.000911681 -0.000648387 -0.000194046 -0.00182558 -0.00309734 -0.00229189 0.000894624 -0.000421052 -0.00122034 0.00154353 -0.000596491 -0.00155017 -0.00286076 -0.00520833 2.63159e-05 -0.00130684 -0.0010098 -0.00181413 -0.00325301 -0.000885714 0.00109179 0.00174257 -0.00116364 -0.00232877
internal_weight=2919 2680 386 2294 1880 1632 350 1229 896 333 215 184 454 208 176 414 103 288 147 95 141 442 407 268 155 139 403 292 54 145
internal_count=2919 2680 386 2294 1880 1632 350 1229 896 333 215 184 454 208 176 414 103 288 147 95 141 442 407 268 155 139 403 292 54 145
cat_boundaries=0 17 47 48 49 75 77 78 79 80 81 83 85
cat_threshold=268435456 1 67371008 512 0 0 0 8192 0 0 32 2097216 16 0 0 0 4096 0 0 4 0 0 0 0 0 0 0 0 33685504 8192 512 0 4096 0 0 33554432 2048 2147483648 0 0 8 0 32768 64 0 524288 4096 6 68165632 0 0 0 0 2147549184 0 262144 0 0 32768 0 4 2048 0 0 0 0 0 4096 0 256 0 4194304 0 0 16384 1073742080 2212 216066 164192 1057856 59458 16777536 32 132160 32
is_linear=0
shrinkage=0.04


Tree=370
num_leaves=31
num_cat=14
split_feature=7 7 12 4 4 0 12 0 0 6 0 15 4 7 9 13 12 0 4 17 0 0 7 12 0 6 4 1 0 0
split_gain=1.1084 0.637318 0.633596 0.566659 0.457327 0.472338 0.433005 0.531464 0.344137 0.331978 0.792376 0.251959 0.61649 0.345258 0.305079 0.285669 0.480966 0.245564 0.235639 0.258769 0.343372 0.20879 0.187654 0.317762 0.170616 0.164523 0.162841 0.159246 0.155534 0.144953
threshold=0 1 2 14831265000.000002 5039060000.000001 42.250000000000007 3 35.250000000000007 48.175000000000004 4 36.400000000000006 5 111.00000000000001 6 7 8 9 22.750000000000004 5368.5000000000009 10 35.600000000000009 39.07500000000001 11 12 39.07500000000001 13 293.00000000000006 5.5000000000000009 15.500000000000002 44.07500000000001
decision_type=9 9 9 10 8 10 9 10 8 9 10 9 10 9 9 9 9 10 8 9 8 10 9 9 10 9 10 8 10 10
left_child=6 4 3 8 -2 9 -1 -8 17 10 -6 12 14 -13 15 -4 -17 -3 -15 -20 -21 -16 -19 -24 28 26 27 -25 -18 -9
right_child=1 2 11 -5 5 -7 7 29 -10 -11 -12 13 -14 18 21 16 24 22 19 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=1.1176682114026991e-05 -6.6021015125792529e-05 2.0974170180705466e-07 3.8569070534522318e-07 -2.3306982943793183e-05 -2.7166636481958302e-06 2.1688018225379061e-05 -5.388658329336481e-06 8.9317437787344217e-05 -8.2700054117348357e-06 -1.3435325427039992e-06 -3.6019093278873715e-05 1.8900964797760327e-06 -3.8239545191365805e-05 2.8538828661793227e-05 2.0396619972533105e-05 5.4991261590569902e-07 -1.0144700256758753e-06 9.8941579282435168e-06 -8.9115368553313166e-06 -7.8824231700758477e-07 2.6670735996210538e-05 1.1937929939761496e-06 -1.0193129676547963e-05 2.3205586432268193e-05 -0.00012332902256639099 1.9066241374294924e-05 -0.00017746856298457651 0.0021663848682910896 2.0396799184192906e-06 -2.315760309916456e-06
leaf_weight=257 35 211 177 27 55 37 52 155 35 112 53 100 35 47 31 117 79 117 120 100 117 93 120 103 89 292 34 28 32 34
leaf_count=257 35 211 177 27 55 37 52 155 35 112 53 100 35 47 31 117 79 117 120 100 117 93 120 103 89 292 34 28 32 34
internal_value=0.000254232 -0.000106356 0.000139953 0.000887526 -0.00182178 -0.00128682 0.00194892 0.000650794 0.0010627 -0.00199095 -0.00342857 -0.000498258 -0.00100602 0.00019394 -0.000723748 -0.00115644 -0.00186585 0.00121413 -0.000364557 -0.000745562 0.000122807 0.00100741 0.00157698 0.00120408 -0.00303318 0.00168376 0.000568182 0.00124242 -0.00210714 0.00166316
internal_weight=2894 2396 2104 967 292 257 498 241 940 220 108 1137 653 484 618 494 317 905 384 337 217 124 694 577 200 457 165 131 111 189
internal_count=2894 2396 2104 967 292 257 498 241 940 220 108 1137 653 484 618 494 317 905 384 337 217 124 694 577 200 457 165 131 111 189
cat_boundaries=0 17 35 36 38 39 40 57 59 60 62 63 80 81 82
cat_threshold=268566530 17 605028352 270852 0 0 0 4202496 33554432 48 0 64 16 0 67108864 0 1073741840 0 128 0 2621440 0 134225920 0 0 2048 134217728 0 256 0 268435456 0 32 128 128 83903586 1172544 32 258 202375168 0 0 0 0 0 0 0 131072 65536 0 0 0 0 0 0 0 4096 1 2096 4 1081344 32 26 0 0 0 2048 2 0 131072 0 65536 0 0 0 0 0 0 0 4096 16777280 132
is_linear=0
shrinkage=0.04


Tree=371
num_leaves=31
num_cat=10
split_feature=8 7 6 2 0 2 7 18 2 13 3 0 2 2 5 6 3 2 2 7 1 2 0 0 6 2 2 6 1 2
split_gain=1.44465 1.03132 0.688324 0.761474 0.827214 0.573368 0.505596 0.369823 0.502334 0.326218 0.281658 0.317684 0.274355 0.447868 0.269198 0.255385 0.245765 0.241448 0.238672 0.469413 0.408397 0.383027 0.448584 0.332747 0.225156 0.279491 0.223301 0.226469 0.22264 0.247373
threshold=0 1 2 4.5000000000000009 40.250000000000007 23.500000000000004 3 4 25.500000000000004 5 2004.5000000000002 39.07500000000001 58.500000000000007 21.500000000000004 2.5000000000000004 6 2007.5000000000002 90.500000000000014 5.5000000000000009 7 5.5000000000000009 129.50000000000003 39.07500000000001 33.175000000000004 8 79.500000000000014 70.500000000000014 9 4.5000000000000009 48.500000000000007
decision_type=9 9 9 10 10 8 9 9 10 9 10 10 10 10 8 9 8 8 8 9 10 8 10 10 9 10 10 9 8 8
left_child=10 5 3 -3 -5 14 -4 12 -9 15 18 -12 13 -6 -2 16 -8 -17 23 20 21 22 -20 -1 25 -21 27 -11 -7 -30
right_child=1 2 6 4 7 28 9 8 -10 26 11 -13 -14 -15 -16 17 -18 -19 19 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.9387364131304829e-07 9.5226293418811478e-07 5.1972486342952133e-05 -1.199235935884787e-05 -1.4831666978210417e-05 -5.9389518629650216e-05 4.9373522490699042e-06 -9.9065719186549508e-05 -4.8168404501132307e-05 -2.5012570902541913e-05 6.2228312450906801e-07 -2.2659197114874788e-05 -6.2496822783204109e-07 8.3084113430420011e-05 -0.0003327658192427651 8.5900699604077494e-06 -2.1139073269637524e-07 6.7711901846206393e-06 3.7048660427963339e-06 -1.6922745588313971e-06 -8.7028842089956316e-07 2.4365808688479797e-06 -3.2087328094046397e-06 -4.1139875444811099e-05 -1.2960556253764742e-05 3.2686160221621101e-06 -3.0643457790071284e-06 4.3446337621725401e-05 5.5123100006806466e-05 -2.2634164278771393e-07 1.2810180145607532e-06
leaf_weight=26 39 140 103 309 32 31 25 26 32 178 32 30 25 26 290 343 187 47 43 109 35 33 28 29 155 32 87 154 118 202
leaf_count=26 39 140 103 309 32 31 25 26 32 178 32 30 25 26 290 343 187 47 43 109 35 33 28 29 155 32 87 154 118 202
internal_value=6.24365e-05 0.000488981 -3.71013e-05 -0.00113145 -0.00195122 0.0017945 0.000542731 -0.00447887 -0.00691525 0.00081783 -0.00176199 -0.00431746 -0.00271429 -0.00420339 0.00301818 0.000208809 0.00129148 -0.000399002 -0.00146639 -0.00114679 -0.00296 -0.00441905 -0.00605556 -0.00392857 -0.00018241 -0.00128947 0.00166512 0.00122523 0.000693182 0.000373832
internal_weight=2946 2394 1714 590 450 680 1124 141 58 1021 552 62 83 58 329 602 212 390 490 435 139 104 71 55 296 141 419 332 351 320
internal_count=2946 2394 1714 590 450 680 1124 141 58 1021 552 62 83 58 329 602 212 390 490 435 139 104 71 55 296 141 419 332 351 320
cat_boundaries=0 29 46 47 59 60 61 62 80 81 82
cat_threshold=1073741824 12 4 0 2147483648 0 0 0 0 32768 0 33554432 8256 0 0 4096 0 0 4096 0 2147483776 0 4194304 0 0 0 0 0 524288 268435458 1 1678770176 2629632 65568 0 0 139264 2048 8240 32768 0 67108880 0 0 0 1073745920 196 0 128 0 0 0 8192 0 805306368 0 0 0 256 4 10 258 0 0 0 0 0 0 0 131072 33622016 0 32 0 0 0 0 0 0 128 12 10
is_linear=0
shrinkage=0.04


Tree=372
num_leaves=31
num_cat=12
split_feature=8 7 12 8 7 4 4 17 12 12 1 4 3 13 15 11 1 3 12 3 4 1 3 3 1 3 3 3 3 5
split_gain=1.26378 1.05431 0.633491 0.519622 0.554599 0.516793 0.395179 0.424585 0.629963 0.580042 0.518986 0.353441 0.335187 0.255626 0.275705 0.293481 0.217922 0.213062 0.20428 0.304873 0.179597 0.151586 0.180298 0.139492 0.133201 0.184159 0.127696 0.122202 0.12274 0.121563
threshold=0 1 2 3 4 293.00000000000006 152.50000000000003 5 6 7 1.0000000180025095e-35 5081865000.000001 1998.5000000000002 8 9 10 5.5000000000000009 2018.5000000000002 11 1962.0000000000002 850.00000000000011 4.5000000000000009 1997.5000000000002 1992.5000000000002 5.5000000000000009 2022.5000000000002 2019.5000000000002 2011.5000000000002 2001.5000000000002 2.5000000000000004
decision_type=9 9 9 9 9 10 8 9 9 9 10 8 10 9 9 9 10 10 9 10 10 10 10 10 10 8 8 10 10 8
left_child=5 2 -2 20 -5 12 -6 8 11 17 -11 -8 -1 16 15 -15 18 27 23 -20 -3 -4 -23 -12 25 -10 -16 28 -9 -27
right_child=1 3 21 4 6 -7 7 9 24 10 13 -13 -14 14 26 -17 -18 -19 19 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00011530797525228091 -2.5397847777821917e-05 3.0740911352735804e-05 0.00010175726854216532 6.8523047901281817e-06 1.3993932159878032e-05 7.0023471324823683e-05 -4.6693294714535791e-05 3.0364769665517608e-06 -7.4751475127496811e-05 0.00014510947067898362 2.5178953587180361e-06 -1.1875885016802648e-05 -2.1380474264027616e-06 1.2516202892173063e-07 0.00015724256717260877 -3.8496429326656195e-06 -4.7221727500186206e-05 -4.8971999273955319e-06 -5.9463830401913149e-06 4.6836661473687971e-06 2.5313891576144694e-06 -6.0375952773976296e-06 1.4191987224663155e-05 -4.3084371309674694e-05 8.5366750570753389e-06 -8.3623875888255817e-07 1.3372425977332965e-06 0.00013146633802960786 -1.8453650819826647e-06 1.024665111079643e-05
leaf_weight=122 109 264 28 219 47 43 27 571 27 61 74 82 49 166 26 112 44 56 78 37 53 111 25 26 44 51 153 34 55 138
leaf_count=122 109 264 28 219 47 43 27 571 27 61 74 82 49 166 26 112 44 56 78 37 53 111 25 26 44 51 153 34 55 138
internal_value=0.000289124 0.000524734 -0.00178873 0.000789902 0.00055727 -0.00259556 0.00033125 0.000240472 -0.000957895 0.000539894 -0.000218274 -0.00336667 -0.00369767 -0.000524407 5.98292e-05 -0.000719723 -0.0014963 0.00135351 -0.00101852 -0.00206349 0.00228049 -0.000137143 -0.00070073 0.00036036 0.000147602 -0.000258064 0.00124211 0.00157337 0.00144179 0.000189474
internal_weight=2932 2718 273 2445 2128 214 1909 1862 369 1493 777 109 171 716 457 278 259 716 215 115 317 164 136 100 260 216 179 660 626 189
internal_count=2932 2718 273 2445 2128 214 1909 1862 369 1493 777 109 171 716 457 278 259 716 215 115 317 164 136 100 260 216 179 660 626 189
cat_boundaries=0 29 47 49 75 92 93 94 96 97 98 99 100
cat_threshold=1073741824 2048 4 134217728 1073741824 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33558528 2048 2147483648 0 0 0 0 0 64 0 524288 131072 0 0 4 0 134225920 0 805306368 33554432 0 0 384 0 0 0 32 128 128 65888 32 268435456 0 0 0 2147549184 1 262144 2147483648 0 0 0 4 0 0 268435456 0 0 0 0 8192 0 0 0 0 0 268435456 2 0 68165632 532480 0 0 0 8192 0 8192 8224 0 0 0 67108864 0 16 11 65632 68356162 2 4 201326592 36 16801824
is_linear=0
shrinkage=0.04


Tree=373
num_leaves=31
num_cat=6
split_feature=7 9 6 7 0 2 0 2 3 0 2 2 7 2 0 13 0 2 2 2 2 2 0 2 0 2 0 1 2 2
split_gain=1.26285 0.743884 1.142 0.782498 0.76279 0.614538 0.906884 0.52825 0.450062 0.433802 0.378241 0.342045 0.630615 0.666567 0.312159 0.230081 0.22942 0.212303 0.62969 0.201473 0.2381 0.215376 0.199552 0.183754 0.173031 0.172148 0.162271 0.160214 0.156497 0.582209
threshold=0 1 2 3 42.710000000000008 229.00000000000003 39.07500000000001 55.500000000000007 1975.5000000000002 47.750000000000007 4.5000000000000009 23.500000000000004 4 33.500000000000007 40.250000000000007 5 10.500000000000002 9.5000000000000018 6.5000000000000009 8.5000000000000018 21.500000000000004 38.500000000000007 18.500000000000004 11.500000000000002 35.850000000000009 7.5000000000000009 39.07500000000001 4.5000000000000009 414.00000000000006 1025.0000000000002
decision_type=9 9 9 9 10 8 10 8 10 10 8 10 9 10 10 9 8 10 10 10 10 10 10 10 10 8 10 10 10 10
left_child=11 3 5 14 7 6 -3 17 -8 23 -5 25 13 -13 15 19 -12 18 -4 -2 -21 22 -22 -6 -15 26 -1 -9 -18 -30
right_child=1 2 4 10 9 -7 8 27 -10 -11 16 12 -14 24 -16 -17 28 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=8.0051526236305853e-07 3.9739298212842751e-06 -0.00027784287660072613 0.0004374199015910055 2.159486423290843e-05 -0.00026912848340278751 0.00018804446258565761 -7.2561311915442922e-05 -8.9199106691304091e-05 0.0001243283455408755 0.0001042583902481576 4.7104809636689516e-06 -2.0723818965664374e-06 7.1297964547864133e-06 6.2375776606611194e-07 -1.057827847553557e-05 7.5932048427401511e-07 2.7234620472930348e-06 5.3134283412821054e-05 -0.00033979728940499473 -9.3419178408569091e-06 7.5057306522188301e-07 -5.895654528175494e-07 -1.1589831019124106e-06 -7.3146522208875216e-05 -4.010356433035307e-05 7.9876382984327332e-06 -2.8484616032313593e-07 -2.9734528855749819e-05 -0.00010542232050310705 2.6064916237964419e-05
leaf_weight=45 49 29 53 144 35 25 55 45 30 33 29 51 132 132 36 163 972 139 26 69 33 121 27 34 25 222 58 40 41 41
leaf_count=45 49 29 53 144 35 25 55 45 30 33 29 51 132 132 36 163 972 139 26 69 33 121 27 34 25 222 58 40 41 41
internal_value=0.000168995 -0.000282456 -0.00155676 0.000126728 -0.000432692 -0.00456 -0.00612174 0.00056579 -0.00395349 -0.00341748 0.000668821 0.00168639 0.000821114 -0.000584475 -0.0011945 -0.000933045 0.000416974 0.00160731 -4.99999e-05 -0.00156129 -0.00207171 -0.0012967 0.000655738 -0.0052 0.000683544 0.00263804 0.00126923 -0.00209302 0.000318484 -0.0013494
internal_weight=2934 2269 544 1725 405 139 114 303 85 102 1227 665 340 208 498 462 1083 218 79 299 250 181 60 69 157 325 103 85 1054 82
internal_count=2934 2269 544 1725 405 139 114 303 85 102 1227 665 340 208 498 462 1083 218 79 299 250 181 60 69 157 325 103 85 1054 82
cat_boundaries=0 18 20 21 33 50 51
cat_threshold=268435457 1 68427776 532480 2 134217728 0 139264 0 134225920 32 0 0 268435456 0 0 4096 256 1073741825 22656 260 2 0 1073741824 2099200 32 0 131072 268435456 65536 32 0 256 0 1 1048576 0 0 0 0 131072 0 0 0 0 0 0 0 0 4096 10
is_linear=0
shrinkage=0.04


Tree=374
num_leaves=31
num_cat=12
split_feature=8 7 13 2 9 12 2 4 5 2 11 4 2 2 15 2 2 2 12 2 11 2 12 11 2 2 4 12 2 2
split_gain=1.44216 0.976743 0.825448 0.589659 0.649267 0.68737 0.959764 0.561139 0.555963 0.820306 0.523071 0.590372 0.495847 0.433006 0.393167 0.351456 0.401938 0.347143 0.346569 0.320869 0.365409 1.07033 0.298325 0.241554 0.558164 0.241579 0.264516 0.217733 0.200837 0.449925
threshold=0 1 2 14.500000000000002 3 4 16.500000000000004 2331015000.0000005 4.5000000000000009 47.500000000000007 5 2867949500.0000005 27.500000000000004 224.50000000000003 6 43.500000000000007 22.500000000000004 94.500000000000014 7 171.00000000000003 8 58.500000000000007 9 10 9.5000000000000018 11.500000000000002 1642125000.0000002 11 28.500000000000004 9.5000000000000018
decision_type=9 9 9 8 9 9 8 10 8 10 9 8 10 10 9 8 10 8 9 10 9 10 9 9 10 10 8 9 10 10
left_child=2 18 -1 22 7 6 -6 15 9 -8 -10 -12 -13 -14 19 16 -5 -17 28 20 21 -7 -3 24 -24 26 -25 -22 29 -2
right_child=1 3 -4 4 5 14 8 -9 10 -11 11 12 13 -15 -16 17 -18 -19 -20 -21 27 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0869008823774982e-05 5.1832830081079008e-05 9.9415481543403764e-06 -1.466435556165192e-07 -8.0051774271550422e-06 -2.1013467082945784e-05 6.4557727374239245e-07 6.9415608627395456e-06 -9.038934130170755e-05 7.9252674069223773e-07 -2.7695510020990002e-05 0.0025855209408273817 -0.00022831607668540407 1.0346471699770512e-05 -4.110582100938961e-05 6.8691332712931294e-06 0.00072107716361185289 -0.00052826092318058982 -7.0945265353683802e-05 7.381595415335385e-06 7.997638616542931e-06 -7.3064181637863911e-08 -9.269349498921937e-06 -4.1275839212769501e-05 -4.9627990433863123e-05 6.9979802350449327e-06 -9.7634146729470483e-07 2.6564680662123651e-05 2.0136407603835193e-06 6.6851192061070092e-06 -2.5693921784350661e-05
leaf_weight=126 39 303 132 43 25 106 33 27 272 31 26 64 69 45 347 27 43 83 218 48 124 42 79 34 37 60 265 106 53 27
leaf_count=126 39 303 132 43 25 106 33 27 272 31 26 64 69 45 347 27 43 83 218 48 124 42 79 34 37 60 265 106 53 27
internal_value=0.000237138 0.000515073 -0.00255762 0.000219575 -0.000227913 0.000112676 -0.0009375 -0.00217094 -0.000591497 -0.00406154 -0.0001174 -0.0016 -0.00250279 -0.000904348 0.000882653 -0.00150254 -0.0034023 1.47669e-10 0.00249425 5.49201e-05 -0.000337731 -0.00181132 0.00111938 0.000452675 -0.00107087 0.000962162 0.00145333 0.000663901 0.000584616 -0.000835821
internal_weight=2934 2676 258 2339 1561 1338 565 223 540 64 476 204 178 114 773 196 86 110 337 426 378 148 778 475 116 359 299 230 119 66
internal_count=2934 2676 258 2339 1561 1338 565 223 540 64 476 204 178 114 773 196 86 110 337 426 378 148 778 475 116 359 299 230 119 66
cat_boundaries=0 29 46 47 49 51 54 55 56 57 58 60 61
cat_threshold=0 1050624 4 0 2147483648 0 0 0 0 32768 0 0 8192 0 0 0 0 0 33554432 0 128 0 0 0 0 0 64 0 128 0 16 67108864 8196 65536 0 0 4202496 33554432 8208 0 0 67108864 268435456 0 0 1073745920 12 256 8368 17835074 2 36 2147483648 524288 69206016 157984 16388 83902722 16416 1024 213280
is_linear=0
shrinkage=0.04


Tree=375
num_leaves=31
num_cat=8
split_feature=7 8 2 7 3 8 2 2 2 10 4 4 2 13 2 3 2 2 2 2 1 2 2 3 4 1 2 8 16 2
split_gain=1.47109 0.990359 0.750455 0.720338 0.497968 0.493128 0.612035 0.424933 0.410583 0.403743 0.389263 0.360696 0.295218 0.291074 0.370197 0.356223 0.567091 0.341615 0.268907 0.271179 0.348768 0.927103 0.252147 0.243704 0.242745 0.221754 0.291856 0.208753 0.282697 0.221367
threshold=0 1 13.500000000000002 2 1998.5000000000002 3 13.500000000000002 7.5000000000000009 4.5000000000000009 4 9736.0000000000018 16000.000000000002 1308.0000000000002 5 5.5000000000000009 2010.5000000000002 21.500000000000004 42.500000000000007 94.500000000000014 38.500000000000007 5.5000000000000009 20.500000000000004 52.500000000000007 2014.5000000000002 67750710000.000008 5.5000000000000009 65.500000000000014 6 7 15.500000000000002
decision_type=9 9 8 9 10 9 8 10 10 9 8 10 8 9 10 10 10 10 10 10 8 10 10 10 8 8 8 9 1 10
left_child=2 11 7 -3 12 6 -5 -1 -7 10 -10 27 18 14 -12 17 -17 -15 19 20 21 -4 -21 -6 -11 26 -13 28 29 -2
right_child=1 3 4 5 23 8 -8 -9 9 24 13 25 -14 15 -16 16 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.3122064684156379e-06 -4.0843357498740567e-06 4.5894594348836594e-06 -6.1254529592248453e-05 -1.1577415772831182e-05 1.4289360162332944e-05 1.8670911088491948e-06 -9.9902094484702685e-06 7.4434876685151868e-05 -2.2563809578894344e-05 2.9008531570354134e-05 -2.7370242744834691e-05 0.00013609700349090939 -0.00022703644774888968 7.3872557163721459e-06 -1.9584201044321269e-07 -0.00012271182917563957 1.7372392174401578e-05 -1.607755509668011e-07 -5.7439144469507355e-06 -5.3443470247623222e-06 3.2447095706177126e-06 1.1598716862753444e-07 -1.1740349944270706e-06 -5.3814762149987132e-06 -0.00026150617424348233 -2.2395026432250558e-05 -1.6773971261833039e-05 1.762695112884982e-05 5.1789756071229934e-06 1.0213138093101138e-05
leaf_weight=71 91 247 33 25 41 355 75 68 81 30 25 44 31 259 421 26 31 177 64 31 28 46 41 37 72 35 25 267 50 82
leaf_count=71 91 247 33 25 41 355 75 68 81 30 25 44 31 259 421 26 31 177 64 31 28 46 41 37 72 35 25 267 50 82
internal_value=6.73541e-05 0.000474269 -0.00190438 8.71949e-06 -0.00292351 -0.000309824 -0.00288288 0.000542857 -0.000115591 -0.00049154 -0.000232784 0.00187769 -0.00372364 -4.25517e-06 -0.00073523 0.00065873 -0.00227586 0.00106179 -0.00322951 -0.00402222 -0.0027037 -0.00405 -0.00591781 -0.000101266 -0.00276106 -0.000228571 0.00108571 0.00236253 0.00124786 0.000528736
internal_weight=2909 2418 491 1824 352 1577 100 139 1477 1122 1020 594 274 939 446 493 57 436 243 179 107 79 72 78 102 104 69 490 223 173
internal_count=2909 2418 491 1824 352 1577 100 139 1477 1122 1020 594 274 939 446 493 57 436 243 179 107 79 72 78 102 104 69 490 223 173
cat_boundaries=0 18 47 64 91 92 93 122 123
cat_threshold=131074 128 536879104 2097152 32 134217728 0 268435456 67584 0 0 256 0 0 0 0 128 128 16 12 0 0 0 1 262144 0 0 0 0 131076 2048 1049088 0 0 0 0 4096 8192 256 0 0 8 0 16384 0 0 524288 268435456 1 68157440 8196 0 0 0 8192 0 0 0 0 16 0 0 32 16 1073741824 2048 0 0 2147483648 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 2147483648 0 4194304 0 0 0 64 288 2 0 0 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 256 0 0 0 0 16384 0 0 524288 2
is_linear=0
shrinkage=0.04


Tree=376
num_leaves=31
num_cat=11
split_feature=7 8 0 7 5 8 2 2 2 2 6 12 13 9 2 2 2 12 2 7 2 0 2 2 0 5 0 2 17 2
split_gain=1.48191 1.13892 0.831103 0.589219 1.11273 0.56103 0.481622 0.459281 0.500459 0.457923 0.350936 0.641231 0.664158 1.00461 0.770495 0.542643 0.498168 0.356678 0.355691 0.331822 0.565592 0.321667 0.317588 0.327351 0.394792 0.311117 0.305521 0.288309 0.279919 0.423455
threshold=0 1 52.740000000000002 2 1.0000000180025095e-35 3 70.500000000000014 25.500000000000004 131.00000000000003 6.5000000000000009 4 5 6 7 16.500000000000004 414.00000000000006 29.500000000000004 8 37.500000000000007 9 7.5000000000000009 9.5000000000000018 51.500000000000007 37.500000000000007 16.750000000000004 2.5000000000000004 39.07500000000001 79.500000000000014 10 14.500000000000002
decision_type=9 9 8 9 10 9 8 10 10 10 9 9 9 9 10 8 10 9 8 9 10 10 10 10 10 8 10 10 9 10
left_child=-1 25 3 4 7 6 -5 9 -9 -3 15 18 13 14 -13 17 -15 19 -12 20 -7 -19 23 24 -22 -2 -17 -24 29 -23
right_child=1 2 -4 5 -6 10 -8 8 -10 -11 11 12 -14 16 -16 26 -18 21 -20 -21 22 28 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.5084523624870179e-06 2.663046030187069e-06 -7.6680358186098435e-05 -1.0194601441680833e-05 -1.88097131296242e-06 -2.368947599126758e-05 1.7924076455005315e-06 4.1137800648822045e-05 -2.8451789323238616e-05 4.005690736059858e-06 0.000622429269068262 -8.0769445506828475e-05 -0.00020294875557196838 1.9029654532831557e-05 6.0656266326604403e-05 -4.4603056978437627e-06 -6.9265314180715293e-06 -0.0001367457115175439 -4.7282257334360186e-06 -2.2470574414662933e-05 1.1524692162814427e-06 4.1546063477803964e-07 1.6944300014498815e-05 9.4967817321332388e-07 -1.9653018740676321e-06 -1.1194841450907537e-06 0.00011431660877274999 -0.00031062955543998734 -7.5836446182579069e-07 2.086985015969763e-06 -3.7199899643115207e-05
leaf_weight=320 64 77 45 175 25 31 30 41 31 51 108 49 276 90 54 49 26 40 57 291 51 59 36 50 37 172 46 31 494 44
leaf_count=320 64 77 45 175 25 31 30 41 31 51 108 49 276 90 54 49 26 40 57 291 51 59 36 50 37 172 46 31 494 44
internal_value=0.00025754 -6.0583e-05 -0.000325987 -0.000222979 -0.00211864 -1.12411e-05 -0.00194444 -0.00119403 -0.00372603 0.000248062 0.000205181 -0.000536513 0.000197629 -0.0014087 -0.00410526 0.000595276 0.00113386 0.000837768 -0.00261364 5.20448e-05 -0.00103644 0.00146296 -0.00184466 -0.00293525 -0.0014382 0.00252632 -0.00229167 0.000411765 0.00171906 -0.000245614
internal_weight=2950 2630 2394 2349 225 2124 205 200 72 128 1919 660 495 219 103 1259 116 1164 165 527 236 637 205 138 88 236 95 67 597 103
internal_count=2950 2630 2394 2349 225 2124 205 200 72 128 1919 660 495 219 103 1259 116 1164 165 527 236 637 205 138 88 236 95 67 597 103
cat_boundaries=0 18 45 62 92 93 94 95 97 99 107 108
cat_threshold=1 145 1074790400 8324 0 0 0 4202496 0 536870912 8192 0 128 0 0 0 0 512 16 4 0 0 0 0 0 0 0 0 0 131076 0 1048576 0 0 0 0 0 8192 0 0 0 0 0 49152 4 2 0 536870912 2097152 0 134217728 0 0 2048 0 0 384 0 0 0 0 4096 1073741824 2048 0 0 2147483648 0 0 0 0 0 0 2048 8192 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 0 4096 330 1089824 10 0 2064 16960512 34 131072 0 0 0 0 0 131072 131072 8
is_linear=0
shrinkage=0.04


Tree=377
num_leaves=31
num_cat=11
split_feature=7 8 8 13 7 3 13 0 0 6 3 3 9 4 3 0 4 4 0 3 1 4 1 5 9 8 4 6 0 5
split_gain=1.2843 1.05179 0.762465 0.679197 0.493274 0.307456 0.289533 0.509554 0.26513 0.239996 0.80881 0.317781 0.352089 0.479305 0.249111 0.25323 0.262058 0.226778 0.209304 0.196529 0.192266 0.17686 0.167423 0.164976 0.160467 0.185641 0.182723 0.158941 0.155786 0.155315
threshold=0 1 2 3 4 1.0000000180025095e-35 5 39.07500000000001 40.250000000000007 6 2007.5000000000002 2008.5000000000002 7 16829230000.000002 2003.5000000000002 12.250000000000002 152.50000000000003 850.00000000000011 24.500000000000004 2002.5000000000002 5.5000000000000009 1557465000.0000002 3.5000000000000004 3.5000000000000004 8 9 20282.500000000004 10 39.07500000000001 2.5000000000000004
decision_type=9 9 9 9 9 10 9 8 10 9 8 10 9 8 10 10 8 10 10 8 10 10 8 8 9 9 8 9 10 8
left_child=8 3 17 5 18 -2 9 22 -1 10 -6 12 14 23 15 -11 -17 29 -4 -15 -5 -9 -8 -14 26 -26 -18 -27 -29 -3
right_child=1 2 4 20 6 -7 7 21 -10 11 -12 -13 13 19 -16 16 24 -19 -20 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=7.3487861337363141e-06 -2.829739603129659e-05 2.892355134000394e-06 8.5401300606808817e-07 9.6467019034207629e-07 0.00073903872180419055 -0.00011846313005585586 1.876404885856673e-07 1.0064529043913613e-05 1.3260577564851372e-06 -1.2684117753590031e-06 -3.689676309956642e-05 1.9712216956864953e-05 1.5628958223106517e-05 8.9595544752151955e-05 -5.3271755765738563e-06 -2.9740343095649185e-05 -1.4664951621581207e-05 -8.0581044606930596e-05 -2.4388369860368682e-05 -0.00010916872544206542 -5.9369493301532917e-06 -4.7609744314634189e-05 0.00013977032244020575 0.00038329220049083805 -5.2650552187190181e-08 2.2332744733109331e-05 7.2076118460822268e-06 3.6901872606645834e-05 -8.5470184557035394e-07 4.994551837430192e-06
leaf_weight=300 111 55 25 154 55 25 64 144 95 34 126 160 26 31 26 27 34 30 104 129 26 50 132 26 270 103 118 33 149 277
leaf_count=300 111 55 25 154 55 25 64 144 95 34 126 160 26 31 26 27 34 30 104 129 26 50 132 26 270 103 118 33 149 277
internal_value=0.00032517 -9.3932e-06 0.000300134 -0.00212844 -2.98347e-05 -0.00419048 0.000153318 0.00109726 0.00241379 -0.000126657 -0.0014375 8.83604e-05 -0.000174776 -0.00157848 0.000218634 0.000353706 0.000511565 0.00195174 -0.00231429 -0.00273292 -0.000418848 -0.000328205 0.00255838 0.00166038 0.000661017 0.000318021 0.00176687 0.00101351 0.000248705 0.00230631
internal_weight=2939 2544 2228 316 1866 136 1737 390 395 1347 181 1166 1006 212 794 768 734 362 129 160 180 194 196 52 707 555 152 285 182 332
internal_count=2939 2544 2228 316 1866 136 1737 390 395 1347 181 1166 1006 212 794 768 734 362 129 160 180 194 196 52 707 555 152 285 182 332
cat_boundaries=0 17 46 72 73 90 91 92 94 96 119 120
cat_threshold=268435457 16 1142161408 262276 0 64 0 8192 0 0 0 2097152 0 0 67108864 0 4112 0 1050624 4 0 2147483648 0 0 0 0 0 0 33554432 8256 0 0 4096 0 0 0 2048 2147483776 0 0 0 0 0 64 0 524288 16 0 0 0 0 1 0 2147483648 1 32768 0 2052 0 1048576 0 0 0 0 0 0 256 524288 4194304 8 0 268484608 12 131072 0 536870912 2048 0 134217728 0 536870912 33554432 0 0 0 0 268435456 0 0 128 6 20 1 6164 1 4096 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 200
is_linear=0
shrinkage=0.04


Tree=378
num_leaves=31
num_cat=14
split_feature=7 7 12 9 8 8 7 3 3 0 3 6 3 0 1 7 3 0 1 12 0 17 6 3 13 0 0 3 3 8
split_gain=1.19306 0.870214 0.753416 0.797332 0.54839 0.519374 0.45149 0.563129 0.491649 0.425686 0.397268 0.324883 0.315038 0.296405 0.335219 0.289841 0.26903 0.244018 0.198193 0.280302 0.19353 0.18415 0.253653 0.253929 0.44675 0.178474 0.251667 0.172972 0.158999 0.155262
threshold=0 1 2 3 4 5 6 2004.5000000000002 2001.5000000000002 42.250000000000007 2006.5000000000002 7 2019.5000000000002 47.250000000000007 5.5000000000000009 8 1997.5000000000002 40.250000000000007 4.5000000000000009 9 30.500000000000004 10 11 2014.5000000000002 12 30.500000000000004 15.500000000000002 1992.5000000000002 1992.5000000000002 13
decision_type=9 9 9 9 9 9 9 8 10 10 10 9 10 10 10 9 10 10 10 9 10 9 9 8 9 10 10 10 10 9
left_child=17 9 3 5 -4 20 18 8 16 11 -5 27 13 15 -15 -9 -8 -1 -6 -20 -3 -17 -23 -24 -25 26 -21 -2 -13 -7
right_child=1 2 4 10 6 29 7 12 -10 -11 -12 28 -14 14 -16 21 -18 -19 19 25 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=7.8293257558182441e-06 -3.6570634049124115e-06 -2.1013354700601239e-07 7.0639775337791045e-06 -2.6923666484440617e-05 7.1650170327126604e-06 1.917334364733982e-06 -7.629925483203192e-06 -1.055311212877579e-06 -3.467547718475518e-05 -4.1444836568995655e-05 -0.00011819644858887509 -3.76519143831767e-06 0.00010147326518593081 9.3267134716432193e-06 -5.831926531268678e-05 -8.4188395214123539e-07 1.7512723362130043e-05 2.6443757819518788e-05 1.8816707188959112e-06 -1.5949247614218039e-08 -2.9858596922450662e-05 1.8145727577753962e-05 0.0022001496389897047 -1.9689961745515157e-05 1.8772200553982542e-05 -2.0476154493468523e-05 2.7168270318114884e-06 -2.9712295816828172e-05 9.0641766821152124e-05 1.8114231194824035e-06
leaf_weight=212 65 170 205 145 58 107 47 137 28 29 27 73 38 41 29 177 25 129 115 53 38 138 32 160 111 56 33 37 29 396
leaf_count=212 65 170 205 145 58 107 47 137 28 29 27 73 38 41 29 177 25 129 115 53 38 138 32 160 111 56 33 37 29 396
internal_value=0.00032642 2.91189e-05 0.000262516 -0.000657718 0.000811245 -4.98613e-05 0.000490303 5.33882e-05 -0.00277228 -0.0022459 -0.00301639 -0.00167805 0.000384259 0.000217918 -0.00225352 0.000449736 -0.000986301 0.00251136 0.00177914 0.00134884 -0.00168037 0.000813991 0.00124779 0.000547771 0.000161765 5.22877e-05 0.0011954 -0.00311504 7.07966e-05 0.000645915
internal_weight=2940 2599 2366 883 1483 711 1278 963 100 233 172 204 863 825 70 755 72 341 315 257 208 618 441 303 271 142 86 102 102 503
internal_count=2940 2599 2366 883 1483 711 1278 963 100 233 172 204 863 825 70 755 72 341 315 257 208 618 441 303 271 142 86 102 102 503
cat_boundaries=0 17 35 37 39 65 88 105 106 116 117 118 119 120 146
cat_threshold=268451841 16 68165632 0 524320 64 0 8192 0 0 8192 2097152 128 0 0 0 4096 131074 128 536870912 0 0 8194 0 268435456 0 0 32 256 0 0 0 32 128 256 140608 34 0 22576 0 8 0 0 0 1 0 2147483648 0 0 0 4 2048 0 0 0 0 0 0 0 128 0 4194304 0 0 268435456 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 16777216 0 1 0 4 0 0 0 537001984 67584 8192 0 128 0 0 0 0 16 388 0 0 0 2048 0 0 131072 0 0 32 84967424 9 328 6 0 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 384 0 0 0 0 16384
is_linear=0
shrinkage=0.04


Tree=379
num_leaves=31
num_cat=8
split_feature=8 12 12 8 11 2 2 2 2 2 4 2 3 0 3 2 2 2 0 2 2 2 2 11 12 0 0 9 2 0
split_gain=0.530391 0.576256 0.493113 0.497786 0.463908 0.460342 0.528703 0.408733 0.41626 0.393654 0.370802 0.362289 0.350447 0.340037 0.281592 0.240577 0.278702 0.197115 0.190486 0.293648 0.188304 0.884689 0.289188 0.225679 0.527989 1.04964 0.372898 0.382316 0.398262 0.357317
threshold=0 1 2 3 4 725.00000000000011 76.500000000000014 50.500000000000007 29.500000000000004 34.500000000000007 481.00000000000006 49.500000000000007 2014.5000000000002 35.600000000000009 2004.5000000000002 24.500000000000004 3.5000000000000004 44.500000000000007 32.500000000000007 15.500000000000002 129.50000000000003 88.500000000000014 442.50000000000006 5 6 38.20000000000001 38.57500000000001 7 5.5000000000000009 40.250000000000007
decision_type=9 9 9 9 9 8 10 10 10 10 10 10 10 10 8 10 10 10 10 8 8 10 10 9 9 10 10 9 10 10
left_child=1 10 4 7 17 6 9 8 18 14 -1 -11 -3 -7 -6 16 -16 -2 -4 -20 21 23 -22 26 -25 -26 -5 -28 -29 -27
right_child=2 12 3 20 5 13 -8 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 22 -23 -24 24 25 29 27 28 -30 -31
leaf_value=2.2246739390262271e-07 2.9663353477514189e-06 1.1446399278113966e-05 3.4999992803820949e-07 -4.4295198733438074e-06 6.1552338934395777e-05 -0.00020979481116534466 2.2233618772087163e-05 -1.4717090392075237e-05 2.2212533925564495e-06 -6.5484044462059927e-05 -3.5196284775747864e-05 9.1225552335495652e-07 -2.1914828002472918e-05 -7.7146942124698456e-05 5.1861887146601329e-05 4.5979674290808037e-06 -3.5659895338005227e-07 4.5307956398710968e-07 -5.5225549583314056e-07 -0.0001548684067963535 0.00022721433846541929 -2.1552420826432562e-05 -1.5207821773870384e-05 2.125422599544136e-06 -1.1273235112038205e-07 -0.00019021928733228174 -2.2679979126447727e-06 -1.4220561449138237e-05 0.00018437814514399173 -3.0969142125014518e-06
leaf_weight=82 197 354 48 69 34 26 96 40 32 50 25 43 25 42 51 41 248 107 55 56 138 62 50 104 207 51 315 44 196 27
leaf_count=82 197 354 48 69 34 26 96 40 32 50 25 43 25 42 51 41 248 107 55 56 138 62 50 104 207 51 315 44 196 27
internal_value=0.000226338 0.0014165 -1.80326e-05 -0.000467774 0.000697675 6.8536e-05 0.000446809 -0.00213223 -0.0014375 -0.000111111 -0.00111864 -0.00242553 0.00214359 -0.00301449 0.000469333 0.000117302 -0.00028 0.00195556 -0.002275 -0.00317857 -0.000147567 -0.00035316 0.00101587 -6.7061e-05 -0.00081 -0.00168919 0.00040315 0.000755396 0.00191235 -0.00567089
internal_weight=2915 486 2429 1494 935 631 563 231 191 467 107 93 379 68 374 340 299 304 159 111 1263 1075 188 1013 389 285 624 555 240 78
internal_count=2915 486 2429 1494 935 631 563 231 191 467 107 93 379 68 374 340 299 304 159 111 1263 1075 188 1013 389 285 624 555 240 78
cat_boundaries=0 30 32 34 55 58 60 61 63
cat_threshold=0 8 0 134217728 65536 0 0 0 0 0 0 4 0 1049088 0 0 0 0 0 8192 256 0 4194304 8 0 0 0 0 524288 4096 1197088 2 17916960 2 0 2052 0 0 2147483648 0 0 0 0 0 0 0 2048 0 0 4096 0 0 4096 2048 128 32800 0 524288 16388 1024 32770 0 18436
is_linear=0
shrinkage=0.04


Tree=380
num_leaves=31
num_cat=10
split_feature=7 8 0 7 6 8 3 12 6 2 2 2 0 3 11 2 0 2 12 0 2 2 2 2 12 2 2 2 2 2
split_gain=1.1121 0.897512 0.855451 0.512601 0.366108 0.363341 0.756783 0.335295 0.41935 0.762136 0.833127 0.663177 0.506006 0.377691 0.450572 0.403097 0.466218 0.496546 0.309303 0.369172 0.285058 0.392492 0.280855 0.278138 0.323265 0.318125 0.311968 0.74097 0.252015 0.237929
threshold=0 1 54.500000000000007 2 3 4 1993.5000000000002 5 6 84.500000000000014 455.00000000000006 10.500000000000002 39.07500000000001 2018.5000000000002 7 33.500000000000007 39.07500000000001 12.500000000000002 8 29.500000000000004 8.5000000000000018 25.500000000000004 74.500000000000014 3.5000000000000004 9 9.5000000000000018 38.500000000000007 50.500000000000007 64.500000000000014 49.500000000000007
decision_type=9 9 8 9 9 9 10 9 9 8 8 8 10 8 9 8 10 10 9 10 10 10 8 8 9 8 8 8 8 10
left_child=4 18 3 28 22 6 -5 8 11 12 -11 -7 -10 -9 15 16 -15 -18 -2 -20 -6 -22 -1 -16 25 -25 -27 -28 -3 -21
right_child=1 2 -4 5 20 7 -8 13 9 10 -12 -13 -14 14 23 -17 17 -19 19 29 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=6.9568198297709845e-06 6.8025996891715639e-06 8.2599198084018097e-06 -7.5964046436987105e-06 -1.3314677691011774e-06 -0.00016262386191225441 -2.7970344499176059e-07 -0.00015747549813402117 2.3413251734795685e-05 -0.0002572234743498277 -9.5000312568579653e-05 -1.9479969386071012e-05 1.9857338595011805e-06 1.5191486112387947e-06 -9.1359295303281679e-06 5.9592145126828116e-06 5.5189229157125521e-06 -9.2769502926813157e-05 3.3885148284009751e-05 4.1432631043729331e-06 4.4559581460612055e-06 1.0132101359084836e-06 -3.0002237297222638e-05 -1.3523251139848486e-05 -5.0008948890551833e-05 8.8746392028101955e-07 2.295920193449801e-06 -1.425414193280664e-06 7.7760328219387411e-07 0.000663490076724719 -7.6532181256903982e-06
leaf_weight=75 252 140 36 99 26 61 26 187 36 45 50 151 305 26 95 68 25 26 50 112 38 40 44 48 392 162 46 124 80 60
leaf_count=75 252 140 36 99 26 61 26 187 36 45 50 151 305 26 95 68 25 26 50 112 38 40 44 48 392 162 46 124 80 60
internal_value=0.000307587 0.000533727 0.000192943 0.000295486 -0.00234188 8.47203e-05 -0.00191176 0.000230355 -0.000497724 -0.0011991 -0.004375 0.000932736 -0.000339181 0.000624794 0.000323791 -0.00166667 -0.00374359 -0.00146154 0.00209485 0.000892704 -0.00403478 -0.00313924 -0.000646154 0.000669704 0.000424321 -0.000409207 2.40242e-05 -0.00116959 0.00207792 4.62429e-05
internal_weight=2925 2702 2228 2192 223 1972 125 1847 648 436 95 212 341 1199 1012 145 77 51 474 222 104 78 119 867 772 380 332 170 220 172
internal_count=2925 2702 2228 2192 223 1972 125 1847 648 436 95 212 341 1199 1012 145 77 51 474 222 104 78 119 867 772 380 332 170 220 172
cat_boundaries=0 18 48 65 66 95 96 97 100 102 104
cat_threshold=2 0 536870912 524288 0 134225922 33554432 268435456 0 0 0 384 0 0 0 32 128 256 1342177296 8 0 0 65536 1 0 2147483648 0 0 0 133124 0 1048576 0 0 0 0 0 8192 256 0 4194304 0 0 49152 0 0 0 4096 268435457 0 0 2048 0 64 0 8192 33554432 134217760 8192 0 16 0 0 0 1073745920 152 0 2048 0 0 0 0 0 0 1 0 0 0 8256 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 524288 83886178 26 16384 2147484672 524288 67280898 32 1117184 32
is_linear=0
shrinkage=0.04


Tree=381
num_leaves=31
num_cat=10
split_feature=8 12 14 0 11 12 0 2 2 2 0 2 2 8 5 2 2 12 0 2 3 2 11 2 2 2 11 5 12 0
split_gain=0.960621 0.458086 0.469481 0.511688 0.33447 0.286904 0.69679 0.870522 0.556194 0.319419 0.444702 0.282694 0.647723 0.441229 0.383185 0.627998 0.441705 0.423609 0.568881 0.403692 0.385925 0.327502 0.326236 0.279994 0.548448 0.257857 0.264969 0.337007 0.234082 0.237235
threshold=0 1 2 38.57500000000001 3 4 22.750000000000004 13.500000000000002 29.500000000000004 48.500000000000007 37.750000000000007 80.500000000000014 64.500000000000014 5 2.5000000000000004 13.500000000000002 20.500000000000004 6 43.175000000000004 3.5000000000000004 2016.5000000000002 129.50000000000003 7 11.500000000000002 19.500000000000004 3.5000000000000004 8 1.5000000000000002 9 42.250000000000007
decision_type=9 9 9 8 9 9 10 10 10 8 10 10 10 9 8 8 10 9 10 8 8 10 9 10 10 8 9 10 9 10
left_child=4 2 11 -4 5 6 7 -1 -9 -7 -11 12 13 23 15 -15 -17 20 19 -19 -16 -13 -22 -2 -25 -3 -27 28 29 -28
right_child=1 25 3 -5 -6 9 -8 8 -10 10 -12 21 -14 14 17 16 -18 18 -20 -21 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-2.4544476445258471e-05 -6.4223421661015446e-07 3.2133831702825749e-05 0.00089902312087550491 -2.139508854073666e-05 4.7528836178324081e-06 1.4592057190682904e-06 4.8326070393399129e-05 4.6800945422273709e-06 -3.389212866558606e-07 7.2069516351954838e-07 -5.3332427242430997e-06 -5.5668656898719051e-05 0.00017538945794932456 5.2509943448924568e-06 -0.00010883890966328204 -2.6639212168845518e-05 -2.1406676592051834e-06 -1.3898174646402866e-05 -1.1404175091366139e-05 1.6276705363802944e-05 2.2128758736442317e-06 -1.359979303465624e-05 -5.4758065566080587e-05 -2.1200007073019549e-05 -1.2969290140458157e-05 2.3126539854397651e-05 -2.0469357462098237e-06 2.6975489518453718e-05 3.2219861888756928e-06 -0.00043859883917971026
leaf_weight=35 47 57 115 116 292 301 90 37 96 103 35 52 45 61 52 26 26 28 35 255 136 79 107 30 35 103 219 34 265 34
leaf_count=35 47 57 115 116 292 301 90 37 96 103 35 52 45 61 52 26 26 28 35 255 136 79 107 30 35 103 219 34 265 34
internal_value=0.000388192 -0.000128049 -0.000589172 0.00100826 0.001396 0.000887006 -0.000178439 -0.00170414 -0.000208955 0.00150222 -5.75538e-05 -0.00096 -0.000710407 -0.000963051 -0.00056445 -0.00270175 -0.00588679 -0.000175896 0.000826748 0.0014507 -0.00124183 -0.00269697 -0.000606557 -0.00318699 -0.00515151 0.000674966 0.000457317 8.52577e-05 -0.000169557 -0.00101515
internal_weight=2946 1957 1245 231 989 697 258 168 133 439 138 1014 883 838 726 113 52 613 318 283 295 131 243 112 65 712 655 552 518 253
internal_count=2946 1957 1245 231 989 697 258 168 133 439 138 1014 883 838 726 113 52 613 318 283 295 131 243 112 65 712 655 552 518 253
cat_boundaries=0 27 29 30 33 35 65 67 68 71 72
cat_threshold=1073741840 2060 0 134217728 65536 0 0 2147483648 1 0 0 2052 2048 1048576 0 0 0 0 0 8192 0 0 16777216 8 0 49152 64 16942178 32 139265 36 0 524288 83919136 32 0 0 0 0 2147483648 0 0 0 0 0 0 131072 0 0 0 0 0 0 4096 2048 256 0 4194304 0 0 0 0 0 0 4096 16810048 32 16388 49152 0 524288 67182592
is_linear=0
shrinkage=0.04


Tree=382
num_leaves=31
num_cat=8
split_feature=8 12 0 2 12 2 1 12 4 4 3 6 0 0 2 6 3 4 2 0 1 0 2 1 2 2 13 8 2 2
split_gain=1.11408 0.767505 0.569712 0.485473 0.425711 0.545089 0.410534 0.339489 0.457072 0.765644 0.445196 0.599976 0.425113 0.548345 0.383137 0.365915 0.361007 0.327207 0.308095 0.382631 0.406485 0.302756 0.575387 0.271094 0.260242 0.257919 0.286065 0.368895 0.237872 0.226646
threshold=0 1 55.500000000000007 31.500000000000004 2 39.500000000000007 2.5000000000000004 3 499885000.00000006 3890.0000000000005 1988.5000000000002 4 40.250000000000007 44.07500000000001 9.5000000000000018 5 2003.5000000000002 520.00000000000011 29.500000000000004 16.750000000000004 5.5000000000000009 39.07500000000001 8.5000000000000018 5.5000000000000009 19.500000000000004 65.500000000000014 6 7 59.500000000000007 26.500000000000004
decision_type=9 9 8 10 9 10 8 9 8 10 10 9 10 10 10 9 8 10 10 10 10 10 10 8 8 10 9 9 10 10
left_child=4 3 6 -2 5 -1 -3 12 9 17 15 24 16 -14 -15 -10 -8 -9 19 -18 -21 -13 -23 -5 -12 26 -17 29 -24 -28
right_child=1 2 -4 23 -6 -7 7 8 10 -11 11 21 13 14 -16 25 18 -19 -20 20 -22 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=4.8282308298921998e-06 5.306544868678772e-06 -9.0095358101433405e-05 -6.3637651985679577e-06 -1.5070187521164467e-07 9.1480470017803037e-06 -3.3933546879822601e-06 0.00077311034181073285 -2.6825400739254844e-05 1.7614229859361787e-05 -8.8736511988017234e-05 -6.1118346038755745e-06 -0.00011945411903169914 -0.00010326402386590623 -0.00012204680079565951 2.2547993790386264e-06 1.7759550897517295e-06 5.7768895107545725e-06 0.00015834777665147364 -2.1553967915693006e-06 -4.2898854653349366e-06 7.7445622544147328e-06 0.0021028864435781408 -5.9900995305049505e-05 3.0545239812558203e-06 1.6678657775611921e-05 3.4423496537955343e-06 5.4060763112660428e-06 -4.9015380582732149e-05 -3.8282938111458328e-06 -2.8603968572413605e-08
leaf_weight=68 378 26 28 175 368 42 29 67 347 42 53 27 35 34 36 147 36 26 127 175 28 25 86 53 61 104 68 135 39 53
leaf_count=68 378 26 28 175 368 42 29 67 347 42 53 27 35 34 36 147 36 26 127 175 28 25 86 53 61 104 68 135 39 53
internal_value=0.000531689 0.000179519 -0.00022981 0.00140032 0.00227403 1.35465e-10 -0.000141671 -6.73777e-05 0.000278854 -0.00191176 0.000541012 -0.000808219 -0.000939334 -0.00320755 -0.00112676 0.00100117 -0.000353535 0.00012766 -0.000697548 0.00015 -0.000529412 -0.00219149 -0.0015894 -3.49343e-05 0.001408 0.000285714 -0.000168317 -0.000958801 -0.00269841 0.000636364
internal_weight=2918 2440 1834 606 478 110 1806 1780 1280 135 1145 291 500 105 70 854 395 93 366 239 203 177 150 228 114 507 403 256 125 121
internal_count=2918 2440 1834 606 478 110 1806 1780 1280 135 1145 291 500 105 70 854 395 93 366 239 203 177 150 228 114 507 403 256 125 121
cat_boundaries=0 26 28 29 30 31 32 33 56
cat_threshold=1342177296 4 0 0 2147549184 1 0 2147483648 0 32768 0 133124 0 1048576 0 0 0 0 0 10240 0 0 4194304 0 0 49152 68290848 2 68224032 49216 90 452 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=383
num_leaves=31
num_cat=16
split_feature=7 8 9 14 12 0 12 7 6 15 12 0 9 3 3 3 11 3 0 6 0 0 3 12 0 3 9 8 0 1
split_gain=1.14235 0.894883 0.831424 0.564367 0.529119 0.536448 0.460175 0.52323 0.29706 0.341819 0.581632 0.496073 0.40635 0.528039 0.335711 0.304586 0.409238 0.291538 0.274972 0.253423 0.235272 0.831493 0.235201 0.226548 0.200581 0.167489 0.170208 0.325952 0.163488 0.145039
threshold=0 1 2 3 4 38.57500000000001 5 6 7 8 9 32.500000000000007 10 1975.5000000000002 2012.5000000000002 2000.5000000000002 11 1977.5000000000002 29.500000000000004 12 44.07500000000001 40.675000000000004 2019.5000000000002 13 40.250000000000007 2018.5000000000002 14 15 42.960000000000008 5.5000000000000009
decision_type=9 9 9 9 9 10 9 9 9 9 9 10 9 10 10 8 9 10 10 9 10 10 8 9 10 10 9 9 10 8
left_child=-1 23 4 -4 -3 -6 19 -8 17 12 11 -11 13 -10 15 -14 -17 -9 -12 22 21 -7 -5 -2 -20 26 29 -28 -29 -25
right_child=1 2 3 6 5 20 7 8 9 10 18 -13 14 -15 -16 16 -18 -19 24 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=9.2123917728884405e-06 3.9129736508330116e-06 2.0055021428413807e-06 0.0033382279406126039 1.5721312222545517e-05 -4.251335572044681e-05 -6.4834232246797423e-06 2.8718961661130687e-05 -4.3677174860588254e-06 -0.00028223985561688257 6.1925621081351704e-07 -2.9353543291280216e-07 -8.3491901859414626e-05 -7.6469519752727079e-05 -3.1923633157407416e-05 -6.2978557363431944e-05 1.9794637636402085e-06 -2.3127573505851971e-07 0.001262523561145646 0.00034107814580285788 2.5689051502146876e-06 3.1825658187236695e-05 -0.00012807156334173071 -5.2243578051124993e-05 -2.6491881331998824e-05 1.2060555142664823e-06 -1.0015336420035521e-05 4.1370837656819436e-07 1.0750843350727232e-05 3.5036379588495383e-05 1.762974360818167e-05
leaf_weight=345 101 105 103 40 43 139 116 65 51 68 105 51 41 60 69 168 201 43 101 219 45 31 60 79 80 27 132 216 29 39
leaf_count=345 101 105 103 40 43 139 116 65 51 68 105 51 41 60 69 168 201 43 101 219 45 31 60 79 80 27 132 216 29 39
internal_value=0.000513959 0.000222896 -0.000190571 0.000196126 -0.00189305 -0.00285502 -5.16447e-06 -0.000360975 -0.000635547 -0.000854871 4.80771e-05 -0.00218462 -0.00146423 -0.00357377 -0.000906122 -0.000486618 -0.000118919 0.00127731 0.00102357 0.00132121 -0.00212963 -0.00280702 -0.00036036 0.00153312 0.002 0.00114071 0.00133065 0.00172165 0.00257813 -6.20154e-05
internal_weight=2972 2627 2004 1641 363 258 1538 1219 1103 995 405 119 590 111 479 410 369 108 286 319 215 170 100 623 181 522 495 377 245 118
internal_count=2972 2627 2004 1641 363 258 1538 1219 1103 995 405 119 590 111 479 410 369 108 286 319 215 170 100 623 181 522 495 377 245 118
cat_boundaries=0 18 47 49 50 52 54 71 72 73 74 76 77 78 79 81 108
cat_threshold=16384 145 0 2105348 589824 2048 0 8192 0 0 0 0 128 0 0 0 4096 256 268435472 4 0 0 65536 0 0 2147483648 1 32768 0 133124 10240 1048576 0 4096 0 0 0 0 384 0 0 8 0 268468224 4 0 524288 257 12304 131201 67191040 32 83968 2 131072 0 0 2048 2 0 0 0 2048 0 8192 0 0 0 0 0 1073741824 80 67108864 16785504 0 36 16388 464 68305920 256 24580 0 0 0 0 0 0 0 0 0 0 0 2048 2048 0 0 4096 0 0 0 0 128 0 0 0 0 0 4
is_linear=0
shrinkage=0.04


Tree=384
num_leaves=31
num_cat=12
split_feature=8 7 5 0 12 17 17 0 7 0 3 11 3 3 3 11 6 3 1 12 8 1 0 0 0 7 0 1 0 0
split_gain=1.2045 0.809591 0.733359 0.615528 0.576651 0.768875 0.463429 0.403029 0.29761 0.633375 0.306728 0.296466 0.413878 0.313567 0.249096 0.247186 0.279999 0.302041 0.246888 0.2425 0.325572 0.188687 0.204581 0.176927 0.230615 0.158559 0.156175 0.14602 0.144019 0.138842
threshold=0 1 2.5000000000000004 40.250000000000007 2 3 4 42.250000000000007 5 35.850000000000009 1998.5000000000002 6 2005.5000000000002 2019.5000000000002 2015.5000000000002 7 8 2012.5000000000002 5.5000000000000009 9 10 5.5000000000000009 42.960000000000008 35.600000000000009 23.500000000000004 11 44.07500000000001 5.5000000000000009 16.750000000000004 47.250000000000007
decision_type=9 9 8 8 9 9 9 10 9 10 8 9 10 8 8 9 9 8 10 9 9 8 8 10 10 9 10 8 10 10
left_child=19 -2 26 4 15 -6 7 -5 9 18 -10 12 -12 -13 -8 16 -4 -18 -7 -1 -21 -16 -23 24 -17 -19 -3 -15 -27 -9
right_child=1 2 3 6 5 8 14 29 10 -11 11 13 -14 27 21 23 17 25 -20 20 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=8.5793819926509172e-06 4.1788460277797369e-05 -1.3757655838495899e-05 -1.5838666509724063e-05 -1.9514727519724578e-05 -9.8909315870415528e-05 -1.6556099591221289e-07 -0.00017507074766469146 0.00012679095739359124 0.0012894956883405442 -5.1797079622429186e-05 -5.7518091955304376e-06 -0.00015425137089799892 3.1399864404564104e-05 1.9722333159711497e-05 -5.9413622628410691e-05 7.5708923168527719e-06 2.2323244294832396e-05 8.6769083334173921e-07 1.0693670641073147e-06 -6.7225221690829672e-07 1.7284373914429119e-05 -4.4851455456474847e-06 -0.00035237793197816198 0.00010610889910481208 -8.6379904557714572e-07 -3.0306411388738772e-07 2.9050571804686799e-06 8.2949231522549621e-05 2.192052477898832e-06 -9.9958528898980853e-08
leaf_weight=242 113 190 124 30 101 183 26 85 39 41 281 34 71 84 118 25 51 102 59 110 209 28 30 158 60 64 31 66 155 32
leaf_count=242 113 190 124 30 101 183 26 85 39 41 281 34 71 84 118 25 51 102 59 110 209 28 30 158 60 64 31 66 155 32
internal_value=0.000247367 -0.000148829 -0.000319438 -8.39842e-05 0.000230724 -0.000416495 -0.00161143 0.000177215 -9.20584e-06 -0.00104762 0.000511946 0.000268157 -0.000418733 0.00151795 -0.00277934 0.00106133 0.00052071 0.00106527 -0.000296296 0.0018951 0.00107879 -0.00235028 -0.00420339 0.00209449 0.000697675 0.000633541 -0.0025045 0.00238411 -1.73912e-05 0.00125424
internal_weight=2942 2381 2268 2047 1698 959 349 147 858 283 575 536 352 184 202 739 496 372 242 561 319 176 58 243 85 321 221 150 219 117
internal_count=2942 2381 2268 2047 1698 959 349 147 858 283 575 536 352 184 202 739 496 372 242 561 319 176 58 243 85 321 221 150 219 117
cat_boundaries=0 30 43 45 46 47 56 59 61 62 64 94 102
cat_threshold=1342177280 4 0 0 0 1 524288 0 1 32768 0 133124 2048 1048576 0 0 0 0 4096 8192 256 0 4194304 0 0 32768 0 0 0 4096 0 17 1048576 2097152 0 64 0 8192 0 0 0 0 16 17974306 2 50 50 0 128 67108864 4 0 0 0 131072 65536 36 1024 524288 36 2147484672 132 190720 32 0 4 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 256 0 4194304 0 0 0 0 0 0 4096 0 0 67108864 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=385
num_leaves=31
num_cat=11
split_feature=7 8 4 8 5 12 13 7 16 2 2 2 2 2 2 3 2 2 12 6 2 3 9 7 3 3 4 2 2 2
split_gain=1.41296 0.88521 1.52135 0.551305 0.794064 0.364939 0.466565 0.363049 0.695576 0.420031 0.34911 0.415328 0.466482 0.331844 0.330363 0.304432 0.346935 0.26232 0.264521 0.565845 0.460026 0.446867 0.437588 0.401389 0.409467 0.347421 0.285246 0.282174 0.42169 0.262584
threshold=0 1 561120000.00000012 2 2.5000000000000004 3 4 5 6 34.500000000000007 69.500000000000014 26.500000000000004 8.5000000000000018 13.500000000000002 14.500000000000002 1995.5000000000002 74.500000000000014 1025.0000000000002 7 8 14.500000000000002 2007.5000000000002 9 10 2016.5000000000002 2013.5000000000002 6670500000.000001 80.500000000000014 59.500000000000007 25.500000000000004
decision_type=9 9 8 9 8 9 9 9 1 10 10 10 10 8 10 10 8 10 9 9 8 8 9 9 10 8 8 10 10 10
left_child=-1 2 -2 5 13 -3 10 8 -6 -10 11 12 -7 -5 -8 16 -4 18 22 23 -21 -22 -9 -20 -25 -24 -23 28 -27 -28
right_child=1 3 15 4 7 6 14 17 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 21 26 25 24 -26 27 29 -29 -30 -31
leaf_value=2.4322130528651871e-05 -0.00049327000068347007 5.22816734959571e-06 5.3395381273516222e-06 -1.9568475683251821e-06 -2.487562946707175e-05 2.2856656262229444e-05 -1.1432548733889133e-06 -7.7384503285195965e-05 2.2881611612854645e-06 -1.2909781531789123e-07 -3.3641247222176662e-05 3.7853795178361137e-05 -2.6488304561359834e-06 -1.1808197352499449e-05 8.73583695366044e-06 -0.0002077523337874075 -0.00017383259584961434 0.0005570916100591447 6.5925738093330914e-08 4.2932837756255232e-05 -0.00031460838862574434 -0.00041386149368677724 -5.3317549576539365e-05 1.264849323056173e-05 -4.1817328230059016e-06 5.9304065606964164e-07 -0.00012428821295810765 7.1936086538755483e-06 -2.8155042936543002e-07 4.6743069545793755e-05
leaf_weight=331 25 248 103 80 32 34 41 112 38 40 30 27 41 78 85 31 78 31 223 120 31 27 82 321 34 407 81 70 34 76
leaf_count=331 25 248 103 80 32 34 41 112 38 40 30 27 41 78 85 31 78 31 223 120 31 27 82 321 34 407 81 70 34 76
internal_value=0.000282086 -2.99512e-05 -0.00230645 0.000202137 -0.000109958 0.0013617 0.000267658 0.000134091 -0.00198347 -0.000101266 -0.00134266 -0.000310679 -0.00184211 -0.00281761 0.00192701 -0.001277 -0.000637362 0.000286747 0.000217418 0.000662338 -0.000635838 -0.00175926 -0.000363128 0.00141256 0.00224044 8.60929e-05 -0.000994594 0.000476563 9.95477e-05 -0.000329114
internal_weight=2991 2660 237 2423 1917 506 258 1759 110 78 132 102 75 158 126 212 181 1649 1618 913 335 215 705 578 355 593 184 511 441 157
internal_count=2991 2660 237 2423 1917 506 258 1759 110 78 132 102 75 158 126 212 181 1649 1618 913 335 215 705 578 355 593 184 511 441 157
cat_boundaries=0 18 48 74 76 77 89 90 91 92 94 102
cat_threshold=268451842 17 1611669504 8192 0 0 0 8192 0 134217744 32 0 0 268435456 0 0 4096 256 0 2048 0 0 3221225472 1 0 0 0 0 0 0 8192 0 0 4096 0 0 33554432 0 2147483648 0 0 0 0 0 64 0 128 4096 1073741824 12 0 0 0 0 0 2147483648 0 0 0 131076 2048 0 0 0 0 0 4096 0 256 524288 4194304 8 0 32768 1155104 32 2 0 0 0 0 0 134217728 0 0 65536 0 0 256 2 16829792 332 0 12324 0 0 67108864 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=386
num_leaves=31
num_cat=10
split_feature=7 3 8 7 9 4 6 12 2 3 12 5 6 1 2 2 2 3 4 2 2 3 2 2 8 12 4 2 2 2
split_gain=0.986258 0.934342 0.918684 0.633982 0.452664 0.57295 0.482528 0.44954 0.542605 0.61234 0.851274 0.714266 0.362046 0.346207 0.329807 0.369818 0.326877 0.324966 0.321768 0.316685 0.47326 0.412532 0.391884 0.38006 0.294382 0.466598 0.307478 0.269401 0.376514 0.249172
threshold=0 1999.5000000000002 1 2 3 520.00000000000011 4 5 51.500000000000007 2005.5000000000002 6 1.0000000180025095e-35 7 4.5000000000000009 4.5000000000000009 6.5000000000000009 2.5000000000000004 1962.0000000000002 2091500000.0000002 199.50000000000003 63.500000000000007 1988.5000000000002 71.500000000000014 9.5000000000000018 8 9 73462200.000000015 47.500000000000007 20.500000000000004 13.500000000000002
decision_type=9 10 9 9 9 8 9 9 10 8 9 10 9 10 8 10 8 10 8 10 10 10 10 8 9 9 8 10 8 8
left_child=1 27 16 -4 5 -5 18 13 9 -9 11 -11 -12 -7 -8 -16 -2 -10 -6 20 23 22 -22 -18 25 -25 -27 28 -1 -28
right_child=2 -3 3 4 6 7 14 8 17 10 12 -13 -14 -15 15 -17 19 -19 -20 -21 21 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-4.7669857415671591e-05 5.0285853955083478e-06 2.6658900924224699e-05 0.00082449216624762831 -0.00010738372087194848 -9.0870588634728677e-05 -7.4173642819227491e-05 2.5643454841036286e-05 -0.00032276925207108274 9.6605403747604774e-07 -3.5935587587482679e-05 -1.3867505510103284e-05 -8.3822315946503848e-05 5.3038913752703398e-06 1.307209065354528e-05 -0.00020225158045174605 -2.8379103036259148e-06 -1.182563971119251e-06 0.00010827919741289553 0.000342555320376061 6.673379948520567e-06 -2.9686704576228954e-07 -1.7282194877926433e-05 7.605123144703098e-07 1.6947444919014029e-06 7.0465478081702375e-06 7.9827069542407406e-06 2.3804925043908924e-06 -2.7258625211189155e-05 -2.903692200493339e-07 -3.1027748108966195e-07
leaf_weight=56 78 42 100 55 37 32 35 49 135 248 129 32 183 128 29 132 136 63 209 91 29 25 142 103 259 31 35 37 74 207
leaf_count=56 78 42 100 55 37 32 35 49 135 248 129 32 183 128 29 132 136 63 209 91 29 25 142 103 259 31 35 37 74 207
internal_value=0.000382053 -0.0022 0.00058622 -3.48474e-05 -0.000249502 -0.000698591 0.000812362 -0.000484 -0.000851765 -0.00142679 -0.00106577 -0.00261168 0.000396285 0.00140351 -0.000657005 -0.00145679 0.00145074 0.000964824 0.00196109 0.00127668 0.00106198 -0.000690355 2.3256e-05 0.00150777 0.00191824 0.00109561 0.000183099 -0.00364286 -0.00274809 -0.000296296
internal_weight=2941 209 2732 1596 1496 1054 442 999 839 641 592 280 312 160 196 161 1136 198 246 1058 967 196 171 771 635 376 273 167 130 242
internal_count=2941 209 2732 1596 1496 1054 442 999 839 641 592 280 312 160 196 161 1136 198 246 1058 967 196 171 771 635 376 273 167 130 242
cat_boundaries=0 18 47 58 60 61 62 63 64 93 94
cat_threshold=131074 0 0 2621440 0 134217730 0 268435456 0 0 0 384 0 0 0 32 0 128 1073741824 12 0 0 2147483648 0 786432 2147483648 1 0 0 131076 2048 1048576 0 4096 0 0 0 10240 256 0 20971520 0 0 32768 0 0 524288 268435456 1 67108864 2048 0 0 0 8192 0 16 8192 256 14384 210 68288576 16788514 146 0 0 0 0 0 0 262144 0 0 0 0 0 0 1048576 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 83894368
is_linear=0
shrinkage=0.04


Tree=387
num_leaves=31
num_cat=13
split_feature=8 9 7 2 3 0 12 3 8 2 3 6 2 2 2 0 2 2 9 12 8 2 0 6 9 0 12 2 12 2
split_gain=0.763521 0.56129 0.610031 0.603537 0.771792 0.543702 0.508007 0.478158 0.472147 0.736331 0.398758 0.34935 0.420013 0.390734 0.287228 0.380491 0.313678 0.287214 0.270939 0.312956 0.263462 0.357233 0.243269 0.241957 0.8391 0.503595 0.496335 0.482867 0.384727 0.329367
threshold=0 1 2 13.500000000000002 2010.5000000000002 42.710000000000008 3 2018.5000000000002 4 21.500000000000004 2017.5000000000002 5 9.5000000000000018 4.5000000000000009 12.500000000000002 39.07500000000001 32.500000000000007 77.500000000000014 6 7 8 108.50000000000001 44.07500000000001 9 10 24.500000000000004 11 141.50000000000003 12 35.500000000000007
decision_type=9 9 9 8 10 10 9 8 9 10 10 9 10 10 10 10 10 10 9 9 9 10 10 9 9 10 9 8 9 8
left_child=18 5 7 4 6 -2 11 -3 9 -5 -6 -4 13 -13 -9 16 -16 -11 19 -1 -21 -22 -8 24 -10 -25 27 -27 -28 -30
right_child=1 2 3 8 10 -7 22 14 23 17 -12 12 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=5.2604598232449318e-06 -3.4626530131672647e-05 6.0521835598634396e-06 1.9783249331653187e-05 -5.2749433894922832e-05 -0.00018855757299648425 -0.00017751220289670815 1.4032414763085514e-05 -0.00012634787608904171 -4.7607765190304156e-08 1.0023084213592731e-05 0.00013729141086910173 -8.0546089107307276e-07 2.2446786872836567e-06 -4.5994221078851651e-05 3.9524869581541932e-07 3.8912674689916728e-06 -2.5015593493934587e-05 -0.00067364890395932211 2.5892504474941407e-05 1.4186548387889946e-05 3.9043499683213973e-07 -2.7444943581228374e-05 6.2896861860345138e-08 -2.3107904364098546e-05 1.8332609267843635e-05 -2.7328437497589924e-05 -7.9839712032769425e-06 -0.00021388313895472121 1.6061424520557975e-06 7.6309477733120659e-05
leaf_weight=111 129 58 115 29 40 32 241 50 580 53 63 63 35 32 25 64 33 30 166 114 185 33 28 28 185 73 134 33 67 90
leaf_count=111 129 58 115 29 40 32 241 50 580 53 63 63 35 32 25 64 33 30 166 114 185 33 28 28 185 73 134 33 67 90
internal_value=0.000231507 -0.000103404 7.22224e-05 0.000308808 0.00133981 -0.00230233 0.00197282 -0.00182573 -0.00017805 -0.00253659 -0.00180769 0.000546875 -0.000851064 -0.00229167 -0.00295954 -0.00188618 -0.00420339 -0.000809524 0.00147742 0.000907489 0.00025656 -0.000558952 0.00312857 6.66113e-05 0.000489691 -0.000688073 -0.000331658 -0.00252991 0.000543046 0.00183333
internal_weight=2919 2310 2149 1919 617 161 514 230 1302 112 103 245 130 95 172 122 58 83 609 443 332 218 269 1190 765 425 397 106 291 157
internal_count=2919 2310 2149 1919 617 161 514 230 1302 112 103 245 130 95 172 122 58 83 609 443 332 218 269 1190 765 425 397 106 291 157
cat_boundaries=0 26 28 40 42 71 72 74 76 96 97 99 100 101
cat_threshold=1073741840 12 0 0 2147483648 1 0 2147483648 1 0 0 4 2112 1049088 0 0 0 0 0 8192 256 0 0 0 0 32768 256 8208 131074 0 67108864 2099200 0 134217730 0 805306368 33554432 32 0 256 3170 32 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 33554432 2048 2147483648 0 0 0 0 16384 0 0 524288 388 256 26628 1114368 32 0 0 0 0 0 0 0 2147483648 0 0 0 4 2048 1048576 0 0 0 0 0 8192 90 0 6144 16801888 32770
is_linear=0
shrinkage=0.04


Tree=388
num_leaves=31
num_cat=10
split_feature=8 7 12 7 9 8 2 15 4 7 0 4 2 2 1 2 3 2 12 0 0 2 2 0 0 1 0 0 12 3
split_gain=1.17167 0.982873 0.760105 0.811513 0.472869 0.476845 0.417143 0.621903 0.550872 0.400962 0.363245 0.359619 0.362832 0.798506 0.583815 0.693022 0.396173 0.351563 0.34819 0.34623 0.386906 0.328119 0.458868 1.29303 0.300984 0.280191 0.319125 0.496913 0.463723 0.274314
threshold=0 1 2 3 4 5 25.500000000000004 6 14831265000.000002 7 45.425000000000004 1525190000.0000002 108.50000000000001 40.500000000000007 5.5000000000000009 31.500000000000004 2019.5000000000002 9.5000000000000018 8 16.750000000000004 38.57500000000001 17.500000000000004 10.500000000000002 39.07500000000001 42.960000000000008 3.5000000000000004 33.175000000000004 18.500000000000004 9 2020.5000000000002
decision_type=9 9 9 9 9 9 10 9 8 9 8 10 8 10 8 10 8 10 9 10 10 10 10 10 10 10 8 10 9 8
left_child=9 18 10 29 -5 -6 25 -8 -9 -1 11 12 13 14 15 16 -3 24 -2 -10 -21 22 23 -18 -11 -7 27 -27 -28 -4
right_child=1 2 3 4 5 6 7 8 19 17 -12 -13 -14 -15 -16 -17 21 -19 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=9.9537340446096733e-08 -1.0961849284285563e-07 4.3387233979790665e-05 2.1114607243037892e-07 2.7093743785479417e-05 7.1145790090212851e-06 2.2968285734755973e-05 1.2616210938164272e-06 6.9125244165723105e-06 7.0937435471620603e-07 2.3419439294894895e-05 5.6401812851130071e-05 -0.00013732363426933319 -5.8735357997819356e-05 9.9298879581844344e-07 4.2809339450851283e-06 -8.1576523428989137e-05 -4.6820546629252078e-05 1.2839892066320274e-05 1.6646349463789522e-06 -0.00020492866570526424 -3.0232290992715456e-05 -8.4623544481838294e-06 -5.3115511549485641e-05 0.00014581776803256324 -4.7140799630442982e-05 7.8928776128850863e-08 -6.9744711844384035e-06 -6.426931354605959e-05 1.415115193773403e-05 -2.4663099057423079e-05
leaf_weight=114 146 58 42 112 100 125 169 47 27 98 29 31 107 98 69 27 38 277 414 33 67 58 27 47 30 49 157 25 242 72
leaf_count=114 146 58 42 112 100 125 169 47 27 98 29 31 107 98 69 27 38 277 414 33 67 58 27 47 30 49 157 25 242 72
internal_value=0.000252044 -0.000121961 -0.000565613 -9.38952e-06 0.000319588 4.18252e-05 -0.000247899 -0.00136046 -0.00294054 0.00195472 -0.00174 -0.00199643 -0.0017434 -0.0012104 -0.00216615 -0.00304687 -0.00230568 0.00254808 0.001331 -0.00446875 -0.00554455 -0.00327485 -0.00453097 -0.00302326 0.000868217 0.000387312 -5.90716e-05 -0.00245333 0.00039 -0.003072
internal_weight=2935 2416 1856 1267 1153 1041 941 343 174 519 589 560 529 422 324 255 228 405 560 127 100 170 112 85 128 598 473 74 399 114
internal_count=2935 2416 1856 1267 1153 1041 941 343 174 519 589 560 529 422 324 255 228 405 560 127 100 170 112 85 128 598 473 74 399 114
cat_boundaries=0 29 46 47 64 66 89 90 99 100 101
cat_threshold=0 2054 0 0 2147491840 0 0 2147483648 1 0 0 131076 2112 1048576 268435456 0 0 0 0 10240 256 524288 0 0 0 268435456 64 0 524288 0 16 1048576 2097152 34 0 131072 8192 65536 134225952 8192 0 16 0 0 0 16 67120480 2 0 536870912 2560 0 66 0 0 0 0 32 256 0 0 0 0 128 257 144 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 4194304 67108864 0 128 1073741824 0 0 0 131072 0 65536 16842754 16875520
is_linear=0
shrinkage=0.04


Tree=389
num_leaves=31
num_cat=11
split_feature=7 8 7 8 2 2 9 2 14 2 0 12 0 2 7 3 5 3 0 2 2 3 2 0 2 12 3 12 2 9
split_gain=1.31238 0.944808 0.802707 0.663673 0.805919 0.358431 0.489094 0.834867 0.363277 0.681291 0.470203 0.45168 0.432862 0.353045 0.344229 0.479664 0.339879 0.458718 0.334152 0.351183 0.332257 0.71355 0.308296 0.292668 0.435573 0.287228 0.28566 0.216288 0.382232 0.219458
threshold=0 1 2 3 19.500000000000004 14.500000000000002 4 35.500000000000007 5 16.500000000000004 39.07500000000001 6 9.5000000000000018 9.5000000000000018 7 2002.5000000000002 1.5000000000000002 1980.5000000000002 23.500000000000004 39.500000000000007 7.5000000000000009 1992.5000000000002 10.500000000000002 42.710000000000008 89.500000000000014 8 2018.5000000000002 9 6.5000000000000009 10
decision_type=9 9 9 9 10 8 9 10 9 10 10 9 10 10 9 10 8 10 10 10 10 10 8 10 8 9 8 9 10 9
left_child=27 -2 23 4 22 13 7 -7 -8 10 -10 12 -11 20 -13 18 -14 -18 -16 -20 25 -22 -4 24 26 -5 -3 28 -1 -29
right_child=1 2 3 5 -6 6 8 -9 9 11 -12 14 16 -15 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00024216415143657751 9.6180173656469522e-06 2.5102579773352538e-05 -1.9098243315978787e-05 7.7585793901609749e-06 -4.6788207668912523e-05 -0.00047933257502857333 0.00053447995319062889 0.00019127586609868355 -1.0954203980905201e-05 -3.880172389376769e-06 -7.5105477010082048e-05 1.8111014179789661e-07 -8.139776591965437e-06 4.9288774137304588e-06 -5.1046529720125264e-06 1.11561580456004e-05 2.8620000279426457e-06 -1.3773535804108672e-06 -0.00014003209490406565 -6.0302028781674999e-06 -8.9760202662854835e-05 9.520769404741726e-05 2.4177071804203367e-05 -5.2659966500818151e-05 -3.0267806409791777e-05 8.3901066202051732e-07 -2.646025502182199e-06 6.9833459607421054e-06 9.7878614445092398e-06 9.8434417726449165e-06
leaf_weight=26 240 29 32 102 47 66 105 46 77 33 59 240 40 202 28 46 267 113 39 57 42 30 50 36 31 257 116 109 79 276
leaf_count=26 240 29 32 102 47 66 105 46 77 33 59 240 40 202 28 46 267 113 39 57 42 30 50 36 31 257 116 109 79 276
internal_value=0.0004519 6.55471e-05 -0.000199909 5.63099e-05 -0.0026 0.000255914 -0.000144618 -0.00253659 0.000121973 -0.000122772 -0.00274453 0.000291667 0.00114655 0.00102839 -0.000665083 -0.00198895 0.00152019 0.00188976 -0.003392 -0.0022268 0.00037963 -0.00208219 -0.000385542 -0.00247534 -0.0018983 0.000877778 -0.000958904 0.00231537 0.000517242 0.00277778
internal_weight=2920 2430 2190 1978 129 1849 1216 112 1104 999 136 863 453 633 410 170 420 380 124 96 431 72 82 212 176 359 145 490 105 385
internal_count=2920 2430 2190 1978 129 1849 1216 112 1104 999 136 863 453 633 410 170 420 380 124 96 431 72 82 212 176 359 145 490 105 385
cat_boundaries=0 18 45 63 92 94 95 96 105 107 109 111
cat_threshold=16384 268435472 1074790400 786564 65570 64 0 8192 0 134225952 32 64 0 268435456 0 0 4096 256 0 4 0 0 0 0 0 0 0 0 0 133124 64 0 0 0 0 0 0 0 0 524288 4194304 0 0 32768 64 131072 0 603979776 2099200 0 134217728 0 268435456 0 0 8192 256 0 0 0 32 1073741824 128 0 2048 0 0 0 0 0 0 0 0 0 0 8192 512 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 524288 384 176 131201 67223650 0 0 0 0 0 0 131072 131072 2048 16736 32 16793696 2 0 24624
is_linear=0
shrinkage=0.04


Tree=390
num_leaves=31
num_cat=13
split_feature=7 9 8 7 5 4 4 4 11 12 6 12 4 0 12 0 7 6 0 0 0 0 12 0 7 0 0 1 0 0
split_gain=1.36632 1.02826 1.12899 0.590685 1.17303 0.336702 0.327636 0.305903 0.259831 0.670449 0.363948 0.357492 0.333099 0.330475 0.250653 0.250441 0.19503 0.189468 0.469296 0.342118 0.171142 0.15675 0.155667 0.271478 0.154394 0.105548 0.104991 0.182185 0.0982892 0.0913578
threshold=0 1 2 3 4.5000000000000009 14831265000.000002 101.00000000000001 16000.000000000002 4 5 6 7 6050.0000000000009 38.20000000000001 8 33.175000000000004 9 10 39.07500000000001 35.600000000000009 18.500000000000004 27.750000000000004 11 40.250000000000007 12 16.750000000000004 43.175000000000004 5.5000000000000009 38.57500000000001 32.500000000000007
decision_type=9 9 9 9 8 8 8 10 9 9 9 9 8 10 9 8 9 9 10 10 10 10 9 10 9 10 10 10 10 10
left_child=16 5 7 4 -4 -2 -5 21 9 10 20 17 -12 14 -13 -16 22 18 -10 24 -8 -3 -1 25 -19 -24 27 -14 -27 -6
right_child=1 2 3 6 29 -7 8 -9 11 -11 12 13 26 -15 15 -17 -18 19 -20 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=8.1826229942863221e-06 -3.1712352968558433e-06 6.0968288042365929e-06 -2.8482799403008951e-05 7.4431926354902565e-06 1.7957801149748671e-05 -0.00014177520155808407 2.0029817438526578e-06 -2.1858707158534698e-05 3.5882568090122946e-06 9.0977862530489614e-06 -3.9486444708018675e-05 -3.1533335579333582e-07 7.2328358955435841e-06 -0.00012268178102642648 -1.9757302511493875e-08 0.0023803308797124114 6.3267921086462042e-05 3.7458035244738588e-07 -7.5928856659708484e-05 2.6682259183919681e-05 -1.9337617674142781e-05 1.9085423706373136e-05 6.3340042253179067e-07 5.2222979091765578e-05 -1.9055026477907841e-07 -8.5396524161733952e-06 4.593527730553702e-05 0.0011182292468730735 3.1081640956588761e-06 -5.6606322322419834e-06
leaf_weight=103 41 34 34 38 30 67 27 31 45 271 41 154 232 116 170 46 234 111 61 76 123 256 43 41 119 59 40 26 96 157
leaf_count=103 41 34 34 38 30 67 27 31 45 271 41 154 232 116 170 46 234 111 61 76 123 256 43 41 119 59 40 26 96 157
internal_value=0.000632227 0.000196861 0.000387728 1.4523e-05 -0.00187931 -0.00342857 0.000271822 0.00254217 0.000188065 0.00072633 -0.000168 -0.000272827 0.00056 -0.000997988 -0.000431267 0.00045815 0.00235775 0.000586289 -0.000820513 0.00108517 -0.00173913 0.00302406 0.00160907 0.000944 0.00034632 0.000361809 0.00104348 0.000741313 -0.000128205 -0.000702127
internal_weight=2922 2346 2238 1917 221 108 1696 321 1658 760 489 898 339 486 370 216 576 412 106 306 150 290 342 239 230 198 298 258 155 187
internal_count=2922 2346 2238 1917 221 108 1696 321 1658 760 489 898 339 486 370 216 576 412 106 306 150 290 342 239 230 198 298 258 155 187
cat_boundaries=0 18 20 47 59 61 62 63 64 66 80 81 83 92
cat_threshold=16385 144 68419584 2359300 2 64 0 8192 0 134225952 32 0 16 268435456 67108864 0 4096 256 384 8192 16 4 0 0 2147483648 1 0 0 0 0 0 131076 2048 512 0 0 0 0 0 0 0 524288 4194304 0 0 268468224 64 2 0 536870912 526848 0 134217728 0 268435456 33556480 0 0 256 49156 512 248098 28 84985890 204800 2 1 128 67108864 2097156 0 64 0 0 0 8224 32 0 0 268435456 388 49408 32 0 0 0 0 0 0 0 131072 65536
is_linear=0
shrinkage=0.04


Tree=391
num_leaves=31
num_cat=8
split_feature=14 2 2 2 15 2 0 14 17 2 2 2 2 11 11 2 2 0 6 3 2 6 4 2 1 2 0 2 2 2
split_gain=0.569948 0.529588 0.51445 0.474406 0.33925 0.477771 0.378394 0.411505 0.513035 0.349862 0.311894 0.283988 0.554752 0.409976 0.26209 0.512102 0.334206 0.302417 0.331456 0.44755 0.412347 0.247448 0.237723 0.327469 0.338236 0.237235 0.222541 0.2447 0.457389 0.22203
threshold=0 6.5000000000000009 455.00000000000006 69.500000000000014 1 119.00000000000001 52.740000000000002 2 3 442.50000000000006 136.50000000000003 14.500000000000002 15.500000000000002 4 5 26.500000000000004 77.500000000000014 43.175000000000004 6 1994.5000000000002 28.500000000000004 7 6670500000.000001 32.500000000000007 2.5000000000000004 12.500000000000002 39.07500000000001 9.5000000000000018 7.5000000000000009 19.500000000000004
decision_type=9 8 10 10 9 10 8 9 9 8 10 10 10 9 9 10 10 10 9 10 10 9 8 8 10 8 10 8 10 10
left_child=1 -1 4 22 5 -2 7 25 26 10 11 13 -13 21 17 -16 -17 18 -14 -20 -21 -10 -3 -24 -25 -6 -9 28 -28 -29
right_child=2 3 -4 -5 6 -7 -8 8 9 -11 -12 12 14 -15 15 16 -18 -19 19 20 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-7.6736850250695905e-05 4.1476546918862804e-06 -1.26243047930893e-05 0.00011420915977952104 -9.1876741102258618e-06 0.00017068522044086688 -1.3514337624005106e-05 -1.1316795925338969e-05 1.302486978995458e-05 2.2004664545645002e-05 -7.5073962207335284e-05 8.0699049903897395e-06 -2.2184319265933511e-05 2.7884587010567598e-07 1.1472695971249096e-05 -1.8741958640721515e-05 4.6756144863616424e-06 -5.3038501207574362e-05 6.5094852403009719e-05 -4.756375360054339e-05 0.0021218015267348441 -2.7991769620682773e-05 -3.5441414062329877e-07 3.8329313403245347e-06 -0.00012388850013103701 8.12200137914153e-07 0.0014137542464845009 2.446413438727633e-05 1.8052917449692324e-05 -6.1480900576385412e-05 2.9573753767260236e-06
leaf_weight=25 356 27 110 35 25 26 50 57 130 132 109 39 440 128 79 119 45 32 83 33 56 303 53 36 47 99 42 137 34 58
leaf_count=25 356 27 110 35 25 26 50 57 130 132 109 39 440 128 79 119 45 32 83 33 56 303 53 36 47 99 42 137 34 58
internal_value=0.000414121 -0.00148718 0.000573729 -0.000844221 0.000462304 0.00154707 0.000267738 0.000348464 0.000205128 -7.36054e-05 9.01692e-05 -6.18278e-05 -0.000491909 0.000647687 -0.000283784 -0.00137008 -0.000145454 0.000146565 -5.22021e-05 -0.00148634 0.0004 2.70272e-05 7.31709e-05 0.000759124 -0.000809524 0.00248889 0.00162832 0.00119118 -0.000727273 0.00193878
internal_weight=2945 223 2722 198 2612 382 2230 2180 2056 1728 1596 1487 926 561 887 243 164 644 612 172 89 433 163 136 83 124 328 271 76 195
internal_count=2945 223 2722 198 2612 382 2230 2180 2056 1728 1596 1487 926 561 887 243 164 644 612 172 89 433 163 136 83 124 328 271 76 195
cat_boundaries=0 1 3 4 5 7 9 10 11
cat_threshold=131088 2149580800 262145 129 8 36 1024 36 1024 282 448
is_linear=0
shrinkage=0.04


Tree=392
num_leaves=31
num_cat=13
split_feature=7 11 8 12 12 12 2 2 7 9 7 12 9 2 2 0 2 0 2 6 4 2 2 0 0 2 0 9 3 2
split_gain=1.33286 0.797107 1.0839 0.718977 0.684777 0.652592 1.3988 0.811521 0.587568 0.536509 0.482099 0.450687 0.445172 0.404003 0.399854 0.396218 0.906013 0.395113 0.746707 0.384941 0.41969 0.346415 0.344903 0.329065 0.291531 0.287377 0.285605 0.217326 0.421224 0.212293
threshold=0 1 2 3 4 5 6.5000000000000009 44.500000000000007 6 7 8 9 10 56.500000000000007 10.500000000000002 33.175000000000004 163.00000000000003 44.07500000000001 29.500000000000004 11 22.000000000000004 35.500000000000007 131.00000000000003 42.250000000000007 29.500000000000004 17.500000000000004 35.850000000000009 12 2001.5000000000002 9.5000000000000018
decision_type=9 9 9 9 9 9 10 10 9 9 9 9 9 10 8 10 8 10 10 9 10 10 10 10 10 10 10 9 10 8
left_child=9 3 5 29 8 6 -3 -8 24 17 11 26 -10 14 -7 -5 -17 18 -1 27 21 23 -15 -21 -4 -26 -11 28 -14 -2
right_child=1 2 4 15 -6 13 7 -9 12 10 -12 -13 19 22 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.3867933026582324e-05 -5.8263346265146772e-05 -0.00035359858022663041 8.3461371423361815e-07 -7.913578023920388e-07 7.4929499916742751e-06 -1.4490553204842129e-06 7.2625234967096485e-06 -2.1125938815267048e-05 0.00091902640555346319 6.6216479420677395e-07 5.3641273350088453e-06 1.6900393565992529e-06 1.7658279690829486e-05 -2.8561511132075189e-05 2.2766163894357347e-05 -0.00044951357478717507 -0.00010345011851718766 -4.6623055348063817e-05 -7.0019882890369139e-06 -4.6505615588302554e-06 -1.9102931968434227e-05 6.808527112228938e-06 -1.3874988669620727e-06 -0.00018180682872556171 -2.3751353604899671e-05 -2.1277796603952642e-06 -7.6343222533188759e-05 -3.053227088965451e-06 -2.9508368576113284e-05 8.1024320619126008e-08
leaf_weight=61 39 25 31 127 588 40 44 32 153 84 217 260 157 25 106 27 33 26 49 144 50 59 40 35 31 44 28 137 48 214
leaf_count=61 39 25 31 127 588 40 44 32 153 84 217 260 157 25 106 27 33 26 49 144 50 59 40 35 31 44 28 137 48 214
internal_value=0.000127242 -0.000358928 2.00001e-05 -0.00186253 0.000475807 -0.0020805 -0.00460714 -0.00228571 -0.000226667 0.00160326 0.00212667 0.00116971 0.000166247 -0.000702703 0.000435374 -0.00369697 -0.00655738 -0.000653061 0.00036036 -0.000312012 -0.00136455 -0.000702929 -0.00333333 -0.00157778 -0.00287179 -0.00447368 -0.000910569 0.000589235 0.00138889 -0.000409091
internal_weight=2954 2229 1789 440 1477 312 101 76 889 725 589 372 783 211 146 187 60 136 110 630 288 238 65 179 106 75 112 342 205 253
internal_count=2954 2229 1789 440 1477 312 101 76 889 725 589 372 783 211 146 187 60 136 110 630 288 238 65 179 106 75 112 342 205 253
cat_boundaries=0 17 20 47 49 51 52 61 63 80 82 84 85 87
cat_threshold=268566528 17 8192 8196 2 64 0 4333568 0 134225920 32800 64 67108880 268435456 0 0 4240 67108898 65536 528384 1342177280 8 4 0 2147483648 0 0 2147483648 0 0 0 0 2048 512 0 4096 0 0 33558528 0 2147483648 0 4194304 0 0 0 64 85035010 32 16875554 32 9282 0 128 0 0 0 0 131072 536870912 65536 1 8212 0 0 8192 0 2 0 0 131072 0 8192 32768 0 0 0 0 0 4112 131424 32 1073741824 36 284 0 18432
is_linear=0
shrinkage=0.04


Tree=393
num_leaves=31
num_cat=12
split_feature=9 0 12 8 2 2 12 7 3 12 8 2 0 2 13 4 3 7 4 3 2 2 12 3 0 2 2 12 2 12
split_gain=1.10337 0.875638 0.93174 0.807427 0.584427 0.637784 0.575519 0.71795 0.55965 0.531657 0.440309 0.480398 0.600692 0.570339 0.392238 0.359716 0.366182 0.30809 0.304303 0.348298 0.302948 0.304617 0.302072 0.282897 0.317437 0.295503 0.347039 0.331269 0.280715 0.270468
threshold=0 43.175000000000004 1 2 25.500000000000004 4.5000000000000009 3 4 1995.5000000000002 5 6 20.500000000000004 29.500000000000004 13.500000000000002 7 3890.0000000000005 2002.5000000000002 8 1050.0000000000002 2011.5000000000002 161.00000000000003 23.500000000000004 9 2018.5000000000002 40.250000000000007 86.500000000000014 41.500000000000007 10 16.500000000000004 11
decision_type=9 8 9 9 10 10 9 9 10 9 9 10 10 10 9 10 10 9 10 8 8 10 9 10 10 10 10 9 8 9
left_child=1 2 20 22 5 -3 10 8 -8 -4 11 13 -13 -5 -11 16 29 -12 19 -16 21 -1 -2 24 25 26 27 28 -19 -9
right_child=3 4 9 6 -6 -7 7 15 -10 14 17 12 -14 -15 18 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0434301445192342e-05 1.3052424107744368e-05 -5.952261840739987e-05 5.1144541963722712e-06 -1.6554030248392225e-05 1.5467438949173546e-06 -8.7663048306568954e-05 -8.1707133574582256e-08 4.8479069302874492e-06 -3.7336303303481122e-05 -1.0111683470570486e-05 -6.2717021218324578e-07 6.3716733712083095e-07 -1.2686617352831958e-05 -1.8342144181452267e-05 0.0014960974230947988 -1.8293484535644266e-05 -2.0108541674671879e-07 2.5687091795622651e-05 0.0030945330230198109 -1.4370164238950863e-06 -4.2352729674183545e-07 -5.0150788202076543e-05 5.0182392911693447e-07 -4.3714167872114642e-05 -3.481009258018145e-05 -8.3862698271938973e-06 2.4558127775171838e-06 -1.4835208370933036e-06 2.4456142393985912e-07 7.7281130579365258e-07
leaf_weight=39 228 44 100 33 37 32 157 282 25 194 101 36 26 25 30 65 140 67 35 196 32 35 130 32 73 63 85 163 64 351
leaf_count=39 228 44 100 33 37 32 157 282 25 194 101 36 26 25 30 65 140 67 35 196 32 35 130 32 73 63 85 163 64 351
internal_value=8.21638e-05 -0.00120255 -0.00065861 0.000548911 -0.00445614 -0.00644156 0.000195664 0.000814743 -0.00140933 3.53358e-05 -0.000626444 -0.00274809 -0.000507936 -0.00555932 -0.00055794 0.00130978 0.00156589 -0.000194234 0.000455882 -7.04844e-05 -0.00389744 -0.00565333 0.00225474 0.000193549 0.000426357 0.0008307 0.00125263 0.00059661 0.002 0.00197476
internal_weight=2920 774 661 2146 113 76 1788 1020 182 555 768 120 62 58 455 838 773 648 261 226 106 74 358 547 515 442 379 294 131 633
internal_count=2920 774 661 2146 113 76 1788 1020 182 555 768 120 62 58 455 838 773 648 261 226 106 74 358 547 515 442 379 294 131 633
cat_boundaries=0 2 4 34 36 43 45 66 67 84 86 88 89
cat_threshold=385 24596 64 32 16 2060 0 134217728 2147483648 1 0 0 0 0 0 131076 0 0 0 4096 0 0 0 0 0 0 4194304 8 0 32768 0 0 524288 4096 173344 34 2 128 0 2097152 32 0 131072 17440 2 0 0 0 0 0 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 384 12 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 16 67209250 32 172032 2 1064962
is_linear=0
shrinkage=0.04


Tree=394
num_leaves=31
num_cat=11
split_feature=7 9 8 11 2 2 9 0 7 0 13 8 0 3 8 0 0 3 2 2 6 0 2 2 2 1 6 1 2 2
split_gain=1.51111 1.53775 1.258 0.729784 0.77601 0.422532 0.681922 0.811437 0.659158 0.522891 0.400873 0.392052 0.386006 0.338763 0.638127 0.751175 0.674594 0.547838 0.33791 0.543068 0.32101 0.342269 0.364415 0.314392 0.312604 0.28826 0.249592 0.392088 0.277151 0.237322
threshold=0 1 2 3 898.00000000000011 4.5000000000000009 4 42.710000000000008 5 50.425000000000004 6 7 40.250000000000007 2020.5000000000002 8 39.07500000000001 24.500000000000004 2008.5000000000002 59.500000000000007 26.500000000000004 9 22.250000000000004 12.500000000000002 35.500000000000007 21.500000000000004 5.5000000000000009 10 2.5000000000000004 129.50000000000003 19.500000000000004
decision_type=9 9 9 9 10 8 9 8 9 8 9 9 10 8 9 10 10 10 10 10 9 10 8 8 10 8 9 10 10 10
left_child=11 25 -3 23 5 -5 7 20 -8 10 13 -1 26 17 18 16 -16 -10 19 -15 21 -7 -23 -4 -14 29 -12 -28 -29 -2
right_child=1 2 3 4 -6 6 8 -9 9 -11 12 -13 24 14 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.4197399049071587e-07 -0.00010692195617110169 6.6638924266181402e-06 1.1682089638763766e-05 6.547903318365709e-06 -4.3262921837179413e-05 2.1697043619554889e-06 4.4822185528844246e-05 -4.2472279655307249e-05 -6.506258782632716e-05 2.4037300471485313e-05 0.00022138979388378302 2.0674955767674421e-06 -1.0068271564479745e-05 5.4598145217891063e-06 -2.405610082539083e-05 -2.3548230818006885e-05 -0.00032271467211548831 0.00038730065330615362 1.7428145090618195e-06 -4.983576384082481e-07 3.31036820712762e-06 -7.6593133806583086e-05 -4.2539459344493446e-05 5.689959937186224e-05 -5.3756143075229566e-05 -6.2093293004176833e-05 5.3305706250921974e-05 -2.1535475122127778e-06 5.6861245888793552e-06 -0.00014299152635213614
leaf_weight=107 37 315 119 175 33 25 101 35 54 37 108 616 63 51 31 144 26 50 27 42 100 29 65 74 45 59 48 244 32 26
leaf_count=107 37 315 119 175 33 25 101 35 54 37 108 616 63 51 31 144 26 50 27 42 100 29 65 74 45 59 48 244 32 26
internal_value=0.000243919 -0.000281052 -1.34356e-05 -0.000434143 -0.00072335 -0.000594912 -0.000833579 -0.0026566 -0.000384201 -0.000702863 -0.000890269 0.00181471 -0.00014519 -0.00178899 -0.00247205 -0.00375472 -0.0077931 0.000152381 1.36499e-10 -0.00114894 -0.00183636 -0.00310769 -0.00446316 0.00182353 -0.00227523 -0.00445113 0.000387991 -0.000191045 -0.000779783 -0.0066875
internal_weight=2918 2195 2073 1758 1565 1532 1357 254 1103 1002 965 723 540 425 321 201 57 104 120 93 219 119 94 193 108 122 432 324 276 63
internal_count=2918 2195 2073 1758 1565 1532 1357 254 1103 1002 965 723 540 425 321 201 57 104 120 93 219 119 94 193 108 122 432 324 276 63
cat_boundaries=0 18 20 47 50 52 64 65 95 118 119 120
cat_threshold=3 268435472 1048576 2359300 32 64 4194304 4333568 0 134225952 0 128 16 0 0 0 1073741840 256 256 8192 16 2052 0 0 0 0 0 2147483648 0 0 0 4 0 0 0 4096 0 0 0 8192 256 0 0 0 0 16384 68 32768 2147484672 524288 0 16388 131072 129 0 2048 0 0 0 805306368 0 0 0 256 2 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 266 130
is_linear=0
shrinkage=0.04


Tree=395
num_leaves=31
num_cat=7
split_feature=4 4 11 12 12 3 2 0 0 3 2 2 2 0 2 6 2 12 2 0 2 1 2 12 2 1 5 2 12 2
split_gain=0.608558 0.441233 0.466277 0.732818 0.652869 0.988909 0.562838 0.561377 0.45972 0.395688 0.355823 0.423781 0.342312 0.326311 0.598863 0.560804 0.48781 0.35183 0.796627 0.299065 0.604345 0.327482 0.324418 0.246186 0.239277 0.236512 0.226337 0.224274 0.220553 0.294672
threshold=111.00000000000001 456.00000000000006 0 1 2 1999.5000000000002 35.500000000000007 37.750000000000007 38.57500000000001 2017.5000000000002 21.500000000000004 39.500000000000007 27.500000000000004 40.250000000000007 4.5000000000000009 3 20.500000000000004 4 13.500000000000002 35.250000000000007 403.00000000000006 5.5000000000000009 53.500000000000007 5 8.5000000000000018 4.5000000000000009 2.5000000000000004 18.500000000000004 6 104.50000000000001
decision_type=8 8 9 9 9 10 10 10 10 10 8 8 8 10 10 9 10 9 10 8 8 8 10 9 10 10 8 8 9 8
left_child=-1 -2 3 6 5 8 7 -3 19 12 23 25 13 15 -15 -9 17 -17 -19 20 21 22 -4 24 -6 -12 -5 -10 -13 -30
right_child=1 2 4 26 10 -7 -8 9 27 -11 11 28 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.2977729455933562e-05 -3.6681436145349786e-05 -9.1046873444253453e-06 -1.5093872286740378e-06 2.3773274532996318e-08 -4.3929494287147981e-05 -6.760188456475504e-05 4.4461638341151649e-06 0.00060732463987709046 -0.00012780785796123043 0.00010429642135452877 1.2711318678540678e-06 4.8213151288223349e-07 -0.00029663571094216572 6.3081015958480266e-05 -4.5872955443855872e-05 2.3684189205641977e-06 4.2613832812325396e-05 -1.8305987006958207e-06 -6.4936251926582043e-05 0.00098780497583411805 -0.00014636576739704039 1.7293359452520865e-06 2.2525996015741613e-06 2.4247224112655558e-06 1.4426141059295744e-06 -1.0128999746329557e-06 6.9491441649191195e-06 -7.744724925989081e-05 -1.4737332219089757e-06 8.2727970968854021e-06
leaf_weight=67 75 50 85 88 42 46 247 171 26 62 34 124 51 25 52 100 26 65 39 54 32 69 38 203 71 91 508 65 148 215
leaf_count=67 75 50 85 88 42 46 247 171 26 62 34 124 51 25 52 100 26 65 39 54 32 69 38 203 71 91 508 65 148 215
internal_value=0.000200674 0.000112987 0.000193777 0.000679599 -0.000345642 -0.00164319 -5.33925e-05 -0.000679128 -0.000983784 -0.000331081 0.000247071 -0.000313214 -0.000686792 -0.000350731 -0.00271795 0.000109453 -0.00116183 -0.00187317 -0.00333913 -0.000172043 -0.000817778 4.14509e-05 -0.00119355 0.00133754 -0.000225806 -0.00238095 0.00175288 -0.00343478 0.000221312 -0.00028877
internal_weight=2969 2902 2827 1484 1343 415 888 641 369 591 928 612 529 478 77 401 230 204 104 278 224 192 123 316 113 125 596 91 487 363
internal_count=2969 2902 2827 1484 1343 415 888 641 369 591 928 612 529 478 77 401 230 204 104 278 224 192 123 316 113 125 596 91 487 363
cat_boundaries=0 2 3 5 6 7 8 9
cat_threshold=67158021 1536 16875810 1049664 34 208 258 84049952 67248384
is_linear=0
shrinkage=0.04


Tree=396
num_leaves=31
num_cat=11
split_feature=8 8 5 14 2 2 1 5 9 2 2 12 6 9 2 2 2 17 4 8 5 4 0 2 2 2 4 12 0 12
split_gain=1.19829 0.712957 0.647444 0.747106 0.804615 0.581576 0.429983 0.41898 0.407975 0.433298 0.427347 0.398883 0.691423 0.672414 0.639309 0.450505 0.390431 0.342259 0.400618 0.303734 0.742584 0.296596 0.26667 0.255936 0.407596 0.920009 0.271836 0.241643 0.233766 0.41043
threshold=0 1 1.5000000000000002 2 7.5000000000000009 69.500000000000014 3.5000000000000004 1.0000000180025095e-35 3 103.50000000000001 40.500000000000007 4 5 6 4.5000000000000009 50.500000000000007 16.500000000000004 7 40558085500.000008 8 1.0000000180025095e-35 850.00000000000011 40.250000000000007 70.500000000000014 23.500000000000004 27.500000000000004 33.000000000000007 9 23.500000000000004 10
decision_type=9 9 8 9 10 10 10 10 9 10 8 9 9 9 8 8 10 9 8 9 10 10 10 10 10 10 10 9 10 9
left_child=8 7 -3 4 -4 6 -6 -2 9 10 19 17 13 28 -14 16 22 18 -5 20 -1 -21 -16 24 26 -26 -19 -10 29 -13
right_child=1 2 3 11 5 -7 -8 -9 27 -11 -12 12 14 -15 15 -17 -18 23 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00011070062764489097 -2.1059239990655386e-05 -3.4810410780445765e-05 -0.00024410540353697914 2.10320456376744e-05 -1.2146831189500361e-06 -5.3016426703444089e-06 8.62739613481267e-06 4.0987695642708995e-06 9.4314592716871432e-06 -6.0305070901770301e-06 3.750662733356591e-05 3.4279272821530567e-07 0.00010405561613000599 3.8209206178722424e-05 -4.5765895212186776e-06 -2.5225038706190996e-06 -0.00012214085684853122 6.1130790285665792e-06 -5.7460537289403571e-06 5.9918406038875778e-05 4.5481138716861345e-06 -7.8994838701012838e-05 -6.4200405162775321e-05 4.7026979826210577e-06 -5.2629026461370659e-05 7.117404205854195e-07 -2.5672468828536599e-06 2.873674229775247e-06 1.1024807250252653e-05 -4.4096279224042116e-07
leaf_weight=35 183 80 33 41 66 33 37 34 226 44 62 101 30 115 73 107 85 312 62 106 67 25 26 111 29 153 38 278 156 140
leaf_count=35 183 80 33 41 66 33 37 34 226 44 62 101 30 115 73 107 85 312 62 106 67 25 26 111 29 153 38 278 156 140
internal_value=0.000301835 -0.000223735 3.91519e-05 0.000201258 -0.00224444 -0.000992701 0.0005 -0.00233333 0.00155972 0.000445714 0.00101351 0.000475472 -0.000127962 0.000780115 -0.00155422 -0.00217808 -0.00337297 0.00114135 -0.000947368 0.000222222 -0.00134513 0.00143662 -0.00164 0.00148624 0.00114071 -0.000393442 0.00193732 0.0022835 -2.94116e-05 -0.000809917
internal_weight=2888 2045 1828 1748 169 136 103 217 843 339 295 1579 833 512 321 291 184 746 103 233 102 131 99 643 532 182 350 504 397 241
internal_count=2888 2045 1828 1748 169 136 103 217 843 339 295 1579 833 512 321 291 184 746 103 233 102 131 99 643 532 182 350 504 397 241
cat_boundaries=0 30 59 60 62 64 65 67 68 87 88 89
cat_threshold=16 12 0 0 2147557376 1 262144 0 0 32768 0 131076 2112 0 0 4096 0 0 4096 10240 256 0 4194304 0 0 49152 0 0 524288 8192 1342177280 2048 4 0 0 0 0 2147483648 1 0 0 0 8192 0 0 0 0 0 33554432 0 0 0 0 8 0 0 64 0 128 17 256 20516 67177538 2 282 1 2080 9 0 0 0 0 0 0 262144 0 0 0 0 131072 2048 0 0 0 0 0 4096 67166466 41248
is_linear=0
shrinkage=0.04


Tree=397
num_leaves=31
num_cat=10
split_feature=7 11 12 9 0 12 2 3 8 12 0 6 2 2 2 12 6 2 3 4 2 2 2 2 2 2 2 0 3 2
split_gain=1.49925 0.898104 1.15964 0.854808 0.901858 0.862523 1.16857 0.655115 0.52714 0.432172 0.464872 0.439017 0.624662 0.488219 0.405058 0.385353 0.394196 0.371381 0.341141 0.454019 0.328246 0.313482 0.651638 0.29747 0.276033 0.268673 0.470819 0.237725 0.342878 0.211833
threshold=0 1 2 3 48.175000000000004 4 75.500000000000014 2018.5000000000002 5 6 18.500000000000004 7 9.5000000000000018 13.500000000000002 122.50000000000001 8 9 16.500000000000004 2018.5000000000002 28.000000000000004 47.500000000000007 50.500000000000007 37.500000000000007 72.500000000000014 119.00000000000001 13.500000000000002 26.500000000000004 31.500000000000004 1958.5000000000002 20.500000000000004
decision_type=9 9 9 9 8 9 8 8 9 9 10 9 8 8 10 9 9 10 8 10 8 8 10 10 8 10 10 8 10 10
left_child=15 2 21 8 5 6 18 -4 -3 10 -10 20 -13 -14 -8 16 17 -1 -5 25 -12 22 -2 -15 -22 -20 -27 -11 -29 -21
right_child=1 3 7 4 -6 -7 14 -9 9 27 11 12 13 23 -16 -17 -18 -19 19 29 24 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.5055713385306028e-07 9.0381350398456568e-07 5.5659746275839584e-05 -8.050125243605308e-05 0.0004845574247932566 -4.33413242896483e-05 1.4815264884195507e-05 -0.00034786382091229703 -7.6009563356825403e-06 9.6646446067767775e-06 -8.1725486303663889e-07 1.3580911849363422e-05 -0.00012111708083330347 1.6142492527045121e-05 -0.00011732467056730145 -1.0340316780540709e-05 3.2705645427588145e-06 -5.3715871025962133e-06 1.9311785498682929e-06 -1.3577885472940248e-05 -1.294851593825122e-05 -1.1660096911657024e-05 1.5622315960978638e-06 -1.9752554903821281e-05 7.9007411024462185e-06 0.00011846424702267209 -3.141620551288595e-05 -1.347255280225009e-06 0.00010364553494355311 1.5367692535907475e-06 3.9784725275081641e-05
leaf_weight=53 102 105 29 47 25 178 31 224 37 91 183 53 29 126 41 546 106 126 123 55 26 86 26 43 25 43 40 210 100 28
leaf_count=53 102 105 29 47 25 178 31 224 37 91 183 53 29 126 41 546 106 126 123 55 26 86 26 43 25 43 40 210 100 28
internal_value=0.000145677 -0.00042324 -0.00194979 2.18183e-05 -0.00115113 -0.000844974 -0.00183294 -0.00374242 0.000723773 0.000398287 -0.000360225 -0.000699588 -0.00181679 -0.000844221 -0.00646575 0.00157245 0.000337838 0.00145263 -0.000878338 -0.0013931 0.000555102 0.000248889 -0.000992248 -0.00167059 -0.00223077 -0.00239614 -0.00414286 0.00136893 0.00192926 0.00109524
internal_weight=2937 2106 467 1639 611 586 408 253 1028 923 522 485 251 198 72 831 285 179 336 289 234 214 128 169 51 206 83 401 310 83
internal_count=2937 2106 467 1639 611 586 408 253 1028 923 522 485 251 198 72 831 285 179 336 289 234 214 128 169 51 206 83 401 310 83
cat_boundaries=0 18 21 22 24 25 46 47 48 50 51
cat_threshold=0 17 1075060736 2097156 65570 134217792 0 537010176 0 134225968 32800 0 16 268435456 67108864 0 144 512 32 66048 530432 256002 1073741825 2224 18063426 268435472 8 0 0 0 1 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 128 67233794 448 196704 32 92
is_linear=0
shrinkage=0.04


Tree=398
num_leaves=31
num_cat=9
split_feature=7 7 9 4 12 0 4 0 0 2 2 12 4 2 12 9 0 5 2 1 2 2 6 1 13 5 1 2 2 2
split_gain=1.5199 0.680198 0.513898 0.530922 0.387144 0.385274 0.361658 0.340107 0.304299 0.297505 0.517671 0.4833 0.457823 0.446308 0.695861 0.417555 0.385673 0.37422 0.339795 0.33329 0.329325 0.545386 0.32719 0.416072 0.441026 0.277451 0.296491 0.266587 0.265736 0.258682
threshold=0 1 2 963180000.00000012 3 27.250000000000004 353375000.00000006 42.710000000000008 23.500000000000004 14.500000000000002 16.500000000000004 4 20282.500000000004 5.5000000000000009 5 6 35.600000000000009 3.5000000000000004 4.5000000000000009 5.5000000000000009 54.500000000000007 23.500000000000004 7 5.5000000000000009 8 1.0000000180025095e-35 4.5000000000000009 30.500000000000004 38.500000000000007 839.50000000000011
decision_type=9 9 9 10 9 10 8 10 10 10 10 9 8 8 9 9 8 8 10 10 10 10 9 8 9 10 10 8 10 8
left_child=4 6 3 7 5 -1 -2 8 -3 13 -11 15 -13 18 16 20 -15 -14 -4 -17 21 -12 23 24 -19 26 -8 -7 -25 -6
right_child=1 2 9 -5 29 27 25 -9 -10 10 11 12 17 14 -16 19 -18 22 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=1.1094204229737596e-05 -5.3845303830468506e-05 -3.4453546371422411e-06 1.503555573708449e-06 2.174383792998695e-06 4.1930617327560254e-06 -6.1237491882753871e-05 0.0005336717620355062 -0.00050942411954390675 1.4015172232741294e-05 -2.2443203419235912e-05 1.3496266250851274e-05 8.5647519187556118e-06 -1.1475561152666805e-05 -0.00015547459906069827 2.3049168212933799e-05 3.0667628588045112e-06 2.0791483955345562e-06 -1.4050173713668139e-06 -1.8873427829760646e-05 -3.3894306560971215e-07 7.8617340398476451e-05 -9.4252395147656842e-05 8.357667780539483e-06 -7.1298855848450527e-07 -1.237701524990824e-07 2.7874348896172645e-05 -3.2480045933825754e-05 4.337501305749993e-06 7.3361230176494362e-06 2.2109168725925834e-05
leaf_weight=26 26 25 247 34 507 33 39 26 25 85 32 46 35 25 356 336 84 117 57 65 39 47 122 30 112 25 130 44 32 111
leaf_count=26 26 25 247 34 507 33 39 26 25 85 32 46 35 25 356 336 84 117 57 65 39 47 122 30 112 25 130 44 32 111
internal_value=0.000504282 -2.35506e-05 0.000215292 -0.00231405 0.00208197 -0.000245614 -0.00207792 -0.00436364 -0.00235294 0.000376997 -4.36759e-05 0.000209073 -0.000681188 0.000981818 0.00175966 0.00104906 -0.00103333 -0.00108686 -0.000209836 0.00166019 -0.000992248 -0.00255 -0.000743961 -0.00144371 -0.00227826 -0.00155897 -0.00214118 -0.00169231 0.00139683 0.00246741
internal_weight=2918 2197 1977 110 721 103 220 76 50 1867 1098 1013 494 769 465 519 109 448 304 401 118 79 413 291 229 194 169 77 62 618
internal_count=2918 2197 1977 110 721 103 220 76 50 1867 1098 1013 494 769 465 519 109 448 304 401 118 79 413 291 229 194 169 77 62 618
cat_boundaries=0 18 36 38 40 42 43 45 46 47
cat_threshold=0 129 33554432 4 65568 134217792 0 8192 67584 134217760 32 256 8388608 268435456 0 0 1073745936 32768 131072 0 1610612736 512 524288 2 33554432 536870912 33554432 0 0 128 0 0 0 32 0 256 1 8192 1024 32 17868866 2 1253632 0 16436 140 2
is_linear=0
shrinkage=0.04


Tree=399
num_leaves=31
num_cat=12
split_feature=8 12 14 2 9 15 12 2 2 2 2 9 4 2 2 11 2 2 8 6 3 3 2 2 2 2 12 2 1 17
split_gain=0.981189 0.458826 0.658483 0.821761 0.527897 0.76359 0.653569 0.576628 0.491388 0.423045 0.357432 0.353312 0.403996 0.343488 0.34224 0.282571 0.24386 0.237544 0.237065 0.218745 0.505019 0.275515 0.36435 0.254542 0.644444 0.23761 0.211995 0.266991 0.20792 0.22749
threshold=0 1 2 74.500000000000014 3 4 5 5.5000000000000009 9.5000000000000018 44.500000000000007 49.500000000000007 6 2331015000.0000005 74.500000000000014 9.5000000000000018 7 151.50000000000003 17.500000000000004 8 9 2002.5000000000002 1998.5000000000002 35.500000000000007 19.500000000000004 12.500000000000002 46.500000000000007 10 10.500000000000002 4.5000000000000009 11
decision_type=9 9 9 8 9 9 9 8 10 10 8 9 8 10 10 9 10 10 9 9 10 10 8 10 8 10 9 10 10 9
left_child=10 -2 3 14 6 9 7 -4 -8 -6 17 -12 -13 -14 -3 26 -10 -1 -17 21 23 22 -9 24 -21 -25 -7 -28 -20 -30
right_child=1 2 4 -5 5 15 8 19 16 -11 11 12 13 -15 -16 18 -18 -19 28 20 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=3.7674538248874404e-06 1.2621241106969012e-06 -0.00011887691904860684 -4.599386263351178e-05 -4.772303800656454e-05 -2.0048798711488687e-05 4.4230534550968466e-07 1.6432830802378893e-05 -2.6013886839982404e-05 -2.3827693551659742e-06 -0.00016477115399182534 4.2179558661929387e-06 0.00013063209740037189 0.00010968584492754352 -1.4176726519656992e-05 3.4109094810877861e-07 6.5700659078831522e-06 0.00010212549523453027 1.5304767400198459e-05 0.00026548377180579642 2.2380968891602127e-06 -0.00016598286456437198 0.0024159081647531031 7.0553900601717946e-06 4.8733297772232174e-05 -0.00021979732551924663 -5.5517541006409751e-06 -1.1036673729426412e-05 -2.4628490649971269e-08 -6.4787540650129556e-06 8.2575520843965391e-06
leaf_weight=262 193 27 62 46 77 102 99 47 223 29 169 31 45 32 88 127 32 128 110 35 28 49 25 34 27 25 27 144 101 481
leaf_count=262 193 27 62 46 77 102 99 47 223 29 169 31 45 32 88 127 32 128 110 35 28 49 25 34 27 25 27 144 101 481
internal_value=0.000419821 1.42287e-05 -0.000165369 -0.00253488 5.06598e-05 0.000555831 -0.000826399 -0.0020758 0.000372603 -0.00252991 0.00175221 0.000676259 -0.00107563 -0.00271795 -0.000862069 0.000877607 -0.000546875 0.00255754 0.00124819 -0.00132841 -0.002275 3.03032e-05 -0.00153425 -0.00127869 -0.00304762 0.0006 -0.000239436 -0.00107692 0.000921764 0.000631218
internal_weight=2905 2238 2045 161 1884 1198 686 332 354 106 667 277 108 77 115 1092 255 390 819 270 149 121 72 121 62 59 273 171 692 582
internal_count=2905 2238 2045 161 1884 1198 686 332 354 106 667 277 108 77 115 1092 255 390 819 270 149 121 72 121 62 59 273 171 692 582
cat_boundaries=0 30 31 32 34 35 36 38 40 67 68 69 70
cat_threshold=0 2056 0 0 2147491840 0 0 2147483648 1 32768 0 133124 2048 1048576 0 4096 0 0 0 8192 256 0 4194304 8 0 49152 0 0 524288 4096 2304 17 256 20532 144703488 1082370 0 2052 32 2147483648 0 0 0 0 65536 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 16777216 0 0 0 64 210 1147938 44
is_linear=0
shrinkage=0.04


Tree=400
num_leaves=31
num_cat=12
split_feature=7 8 7 0 15 0 8 12 12 2 4 2 2 2 0 12 2 9 2 2 5 2 2 2 17 15 12 2 4 2
split_gain=1.92927 1.01899 0.723 0.681968 0.48354 0.674533 0.884838 0.514045 0.458789 0.450844 0.503347 0.447922 0.369 0.33328 0.311379 0.29992 0.445673 0.243608 0.293977 0.236801 0.277081 0.236895 0.232304 0.219139 0.218016 0.306755 0.389549 0.364534 0.301674 0.298349
threshold=0 1 2 40.250000000000007 3 27.750000000000004 4 5 6 48.500000000000007 5965.0000000000009 63.500000000000007 29.500000000000004 31.500000000000004 44.07500000000001 7 20.500000000000004 8 38.500000000000007 20.500000000000004 3.5000000000000004 11.500000000000002 77.500000000000014 169.50000000000003 9 10 11 10.500000000000002 11633120000.000002 31.500000000000004
decision_type=9 9 9 8 9 10 9 9 9 8 10 10 10 10 10 9 10 9 8 10 8 10 10 10 9 9 9 8 8 10
left_child=-1 11 3 -3 -4 6 7 -6 9 10 13 17 -8 15 22 16 -7 18 -2 20 -17 -22 -11 -24 28 26 27 -26 -10 -28
right_child=1 2 4 -5 5 8 12 -9 24 14 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 21 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=1.1732827627189506e-05 -1.3245933097784687e-05 -1.5213762888323324e-05 8.1636521244920618e-07 -0.00051648669209880538 2.5772873182151795e-07 1.1687557964489338e-05 -3.286658633303162e-05 -3.1488043260539838e-07 6.4258933909275238e-05 0.00021609545923162408 -0.00012828776012162161 -2.4074251867357355e-06 -1.504771960326342e-05 -6.4889435554314886e-05 -4.8431284742505024e-05 -1.3599605046446921e-05 -0.00013866155087669676 1.3694843456687714e-05 4.1359236386014111e-05 5.7849710562630119e-05 4.7642510928339974e-06 -8.6027155186241944e-05 -3.8673094643619487e-05 1.6377273496702698e-05 -5.7194683840593005e-06 9.1924821357035956e-05 -4.2619398387704187e-05 0.00051029564690149572 -2.2736321965689844e-05 5.0521223852604306e-05
leaf_weight=431 88 125 326 27 101 77 66 162 52 62 29 113 50 35 28 32 26 370 25 30 75 45 30 39 59 118 91 103 91 56
leaf_count=431 88 125 326 27 101 77 66 162 52 62 29 113 50 35 28 32 26 370 25 30 75 45 30 39 59 118 91 103 91 56
internal_value=0.000286197 -0.000140047 -0.000585817 -0.0031411 -0.000350056 -0.000662125 -0.00211579 -0.000686131 -0.0001557 -0.00101734 -0.00184 0.0012916 -0.00485039 -0.00137072 0.000725 -0.000909091 0.000807018 0.00184298 9.67743e-05 -0.00182383 -0.00256209 -0.00165289 0.00154545 -5.71427e-05 0.000619621 0.00106849 0.0003625 0.00166474 -0.000701299 -0.00108861
internal_weight=2962 2531 1935 152 1783 1457 379 263 1078 508 349 596 116 320 159 285 103 483 113 182 152 120 131 69 570 427 309 162 143 147
internal_count=2962 2531 1935 152 1783 1457 379 263 1078 508 349 596 116 320 159 285 103 483 113 182 152 120 131 69 570 427 309 162 143 147
cat_boundaries=0 18 48 65 66 89 90 91 92 94 95 96 98
cat_threshold=268451843 16 34611200 262148 32 134219840 0 8192 0 134225952 0 0 67108864 0 0 0 16 256 1073741840 12 0 0 0 1 262144 0 1 0 0 131076 2048 0 0 4096 0 0 0 10240 256 0 0 0 0 0 64 0 0 8192 0 0 536870912 2099200 0 2 0 0 2048 0 8192 256 0 0 0 0 128 2149580800 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 100672 67234880 67133504 256 16420 13 201326592 1179650 2
is_linear=0
shrinkage=0.04


Tree=401
num_leaves=31
num_cat=11
split_feature=7 8 14 0 7 5 12 6 2 2 6 10 12 2 12 0 2 2 3 3 2 2 0 2 2 12 2 4 2 1
split_gain=1.16994 1.41798 0.597481 0.57628 0.50473 0.496503 0.636071 0.95826 0.635381 1.07486 0.489663 0.509073 0.761834 0.482255 0.390241 0.354259 0.33734 0.334327 0.322751 0.313685 0.46545 0.374323 0.268996 0.240678 0.322686 0.198536 0.359215 0.54223 0.259293 0.194238
threshold=0 1 2 50.425000000000004 3 9.0000000000000018 4 5 17.500000000000004 37.500000000000007 6 7 8 14.500000000000002 9 30.500000000000004 9.5000000000000018 4.5000000000000009 2004.5000000000002 2003.5000000000002 29.500000000000004 11.500000000000002 42.960000000000008 30.500000000000004 14.500000000000002 10 14.500000000000002 676.50000000000011 18.500000000000004 5.5000000000000009
decision_type=9 9 9 10 9 8 9 9 10 10 9 9 9 10 9 10 10 8 10 8 10 8 10 10 8 9 10 10 10 8
left_child=-1 14 13 4 23 25 7 -7 16 -10 18 12 -12 -3 15 -2 17 -9 29 -14 21 -21 -16 24 -4 26 -6 -28 -27 -8
right_child=1 2 3 -5 5 6 10 8 9 -11 11 -13 19 -15 22 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=1.4678818453511349e-05 -1.1153260708494473e-07 -4.6248214695835412e-05 -6.7165407252207387e-06 1.6358723086119055e-05 -1.6152889826543171e-06 2.5353480901737065e-05 6.4901726880191778e-06 0.00012364430465031573 -0.00032247043003547446 -5.3392849811242399e-05 8.5166889502605894e-05 0.00067732445010515289 -0.00013791608866791605 -2.6221200595574495e-05 1.4258324137458317e-06 1.0608709149519986e-05 0.00028166595421976663 -0.00015664502141047028 -6.6785430739916075e-06 -2.8649256919118856e-06 7.1414668199531396e-05 -8.1133822352255598e-05 -2.452734093500001e-05 3.8689754713341933e-05 -4.9007848151140141e-05 -3.2854457139484213e-05 -0.00010706645056475497 -1.4031438497429149e-05 3.2325241482708544e-05 4.9143768555244227e-05
leaf_weight=318 172 63 40 45 54 107 149 25 36 51 107 137 44 38 646 56 27 39 69 97 84 116 46 35 39 62 29 28 48 88
leaf_count=318 172 63 40 45 54 107 149 25 36 51 107 137 44 38 646 56 27 39 69 97 84 116 46 35 39 62 29 28 48 88
internal_value=0.000283149 -4.63664e-06 -0.000702638 -0.000495214 -0.000632275 -0.00040625 -8.15631e-05 -0.00168919 -0.00342857 -0.00604545 0.000447894 -0.000234899 -0.000888889 -0.00353571 0.00124597 -0.000200837 -0.00126087 -0.00283077 0.00171609 -0.00180682 -0.00138255 -0.00237383 0.00171835 -0.003072 -0.00455 -0.00214414 -0.0032459 -0.00572414 -0.000661157 0.00247059
internal_weight=2895 2577 1657 1556 1511 1397 1176 285 178 87 891 585 448 101 920 228 91 64 306 341 297 213 692 114 79 221 111 57 110 237
internal_count=2895 2577 1657 1556 1511 1397 1176 285 178 87 891 585 448 101 920 228 91 64 306 341 297 213 692 114 79 221 111 57 110 237
cat_boundaries=0 18 45 46 64 65 66 67 68 70 71 72
cat_threshold=268451841 17 1048576 2359296 0 134217728 0 805314560 0 134225952 0 0 268435584 0 0 0 0 128 16 4 0 0 2147483648 1 0 2147483648 1 0 0 2052 2048 1048576 0 0 0 0 0 8192 256 0 20971520 0 0 16384 64 131088 0 0 536870912 0 32 2 0 0 65536 0 0 0 0 268435456 0 0 0 256 67149888 136 328 256 134144 34 68306944 196610
is_linear=0
shrinkage=0.04


Tree=402
num_leaves=31
num_cat=13
split_feature=7 7 8 12 0 12 12 9 0 6 3 12 6 0 0 1 6 0 0 13 1 12 1 0 1 1 1 0 0 0
split_gain=1.23444 0.777227 0.638732 0.984136 0.8244 0.690411 0.577026 0.463329 0.58489 0.363505 0.498026 0.384314 0.362388 0.52316 0.359996 0.300872 0.249822 0.457356 0.281228 0.238932 0.234658 0.218098 0.527679 0.455611 0.300666 0.253761 0.19992 0.197931 0.193541 0.184782
threshold=0 1 2 3 35.250000000000007 4 5 6 43.175000000000004 7 2018.5000000000002 8 9 42.710000000000008 21.500000000000004 5.5000000000000009 10 16.750000000000004 38.57500000000001 11 5.5000000000000009 12 4.5000000000000009 31.500000000000004 5.5000000000000009 5.5000000000000009 5.5000000000000009 28.500000000000004 14.500000000000002 33.175000000000004
decision_type=9 9 9 9 8 9 9 9 10 9 8 9 9 10 10 8 9 10 10 9 8 9 10 10 10 8 8 10 10 10
left_child=12 6 5 16 14 26 -2 9 15 10 -6 19 13 -1 -5 -9 17 -4 -18 -11 -21 25 -23 24 -24 28 -3 -16 -7 -30
right_child=1 2 3 4 7 21 -8 8 -10 11 -12 -13 -14 -15 27 -17 18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.3773233323566903e-05 -6.1458158798081569e-07 1.4809018100943742e-06 -1.6807087693145313e-06 -6.2390743387096273e-07 -0.00029705850984229268 -9.9108389859199404e-07 8.2209635205921027e-06 2.7028857709387858e-05 -0.00026735940895056119 7.3400952236571167e-07 -3.1715533628303407e-05 2.5323842853273149e-05 -1.3239033986662392e-05 1.5779471221396116e-06 -0.00015402377380551669 0.00082555488312374237 0.00026169573698849751 9.2818057496113022e-06 -6.8002314886279364e-06 -8.1171585708490025e-06 -0.00031145613848887607 3.5708676863418458e-06 -4.8429140100452972e-07 3.0491196963290101e-06 -6.8883343852852072e-08 -7.3930981104174523e-06 7.5830319850922482e-06 -2.1124148383507611e-06 1.1213196281490823e-06 3.5090266866862625e-07
leaf_weight=76 108 339 35 74 25 27 403 177 34 107 85 135 100 29 28 57 62 140 210 119 27 35 61 31 26 63 131 44 85 76
leaf_count=76 108 339 35 74 25 27 403 177 34 107 85 135 100 29 28 57 62 140 210 119 27 35 61 31 26 63 131 44 85 76
internal_value=0.000229153 0.000455899 0.000130125 -0.000411679 -0.00116143 0.000967232 0.00184674 -0.000646675 0.000688172 -0.00135167 -0.00330578 -0.000721804 -0.00268518 -0.00431034 -0.00391837 0.00142979 0.00110917 0.00225806 0.000310954 -0.00162121 -0.00264968 -0.000250602 -0.00139024 -0.0027563 -0.00422727 0.000473283 0.00199584 -0.00591781 0.00122751 0.00175309
internal_weight=2949 2744 2233 1359 912 874 511 766 268 498 110 388 205 105 146 234 447 175 272 253 146 404 153 118 87 251 470 72 188 161
internal_count=2949 2744 2233 1359 912 874 511 766 268 498 110 388 205 105 146 234 447 175 272 253 146 404 153 118 87 251 470 72 188 161
cat_boundaries=0 18 36 65 67 69 71 73 74 75 76 77 78 79
cat_threshold=0 0 536879104 524800 524288 2 33554432 536870912 0 0 0 256 0 268435456 67108864 32 0 128 268435459 16 33554432 262144 2 134217728 0 268435456 33619968 134225920 32 0 128 0 0 0 4240 32768 16 8 0 0 2147549184 1 786432 0 0 32768 0 4 0 0 268435456 4096 0 0 0 2048 256 0 16777216 0 0 16384 0 0 524288 155936 32 17861634 32 24832 32 0 14340 272 16877570 388 264 2 73824
is_linear=0
shrinkage=0.04


Tree=403
num_leaves=31
num_cat=10
split_feature=7 12 7 9 12 17 2 0 2 5 7 0 3 12 2 3 9 1 0 3 2 2 3 4 2 3 2 2 2 7
split_gain=1.29376 0.842802 0.78971 0.808222 0.706627 0.984909 1.20826 0.620001 0.581392 0.506728 0.487982 0.697944 0.450254 0.430036 0.588023 0.827012 0.422517 0.397532 0.390163 0.441954 0.321689 0.320346 0.316133 0.530029 0.2319 0.351745 0.464493 0.215537 0.649257 0.198552
threshold=0 1 2 3 4 5 2178.5000000000005 29.500000000000004 29.500000000000004 1.0000000180025095e-35 6 35.850000000000009 1999.5000000000002 7 30.500000000000004 2020.5000000000002 8 5.5000000000000009 16.750000000000004 2006.5000000000002 103.50000000000001 20.500000000000004 2019.5000000000002 5081865000.000001 18.500000000000004 1975.5000000000002 10.500000000000002 38.500000000000007 79.500000000000014 9
decision_type=9 9 9 9 9 9 8 10 10 10 9 10 10 9 8 8 9 8 10 8 10 8 8 8 10 10 10 8 10 9
left_child=1 7 16 8 5 6 22 -1 17 13 27 -12 -13 18 24 -16 -2 -4 -7 -20 -17 -9 -5 -24 25 26 -15 -3 -29 -6
right_child=2 10 3 4 29 9 -8 21 -10 -11 11 12 -14 14 15 20 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.425307729292856e-06 1.9250510541967633e-06 5.5703035455836695e-06 -4.7406732598386333e-05 0.00014095800607437429 6.3240823017659099e-08 1.7454865531196842e-06 -0.00012512450394462434 -1.4744098728993061e-05 -0.00011199728080513542 1.6474163825250978e-05 -3.9053129356460778e-05 -2.4892131317457916e-05 8.6860998182639929e-05 1.0792335945097875e-06 -0.0001607986115873556 -8.852108992790666e-07 1.933414830059265e-05 0.00012920991917987279 0.00017108893338886781 -1.74791051394635e-06 8.0233669505795407e-06 -5.1044677309306822e-06 2.9777076849456155e-06 -3.9505843456600566e-05 1.753287317954541e-05 6.0813167190577567e-05 -9.5884201495380526e-05 -1.4281995312636403e-05 4.0295259007582644e-06 8.0020346257730035e-06
leaf_weight=43 116 54 43 25 258 94 26 28 51 56 41 68 39 53 26 69 251 42 41 228 25 38 41 74 41 35 27 35 32 959
leaf_count=43 116 54 43 25 258 94 26 28 51 56 41 68 39 53 26 69 251 42 41 228 25 38 41 74 41 35 27 35 32 959
internal_value=0.000282433 -0.00187147 0.000603395 0.000312809 0.000513164 -0.000362385 -0.00302825 -0.0047 -0.00255782 0.000311615 -0.000585714 -0.00206289 -0.000481481 -6.24985e-06 -0.00117073 -0.00330578 0.0022963 -0.000697674 0.000887701 0.000133333 -0.00151579 -0.00262687 -0.00170213 -0.00258621 0.000407643 -0.000517241 -0.00197531 0.00124242 -0.00017647 0.00113029
internal_weight=2959 378 2581 2214 2078 861 166 109 136 695 269 148 107 639 276 120 367 85 363 269 94 66 140 115 156 115 80 121 67 1217
internal_count=2959 378 2581 2214 2078 861 166 109 136 695 269 148 107 639 276 120 367 85 363 269 94 66 140 115 156 115 80 121 67 1217
cat_boundaries=0 18 20 37 39 41 42 54 56 58 72
cat_threshold=2 268435456 603979776 532992 32 2 0 0 65536 0 0 256 0 0 0 32 128 128 1212416 32 268451841 17 33562624 2099200 0 2048 0 268443648 2048 134225920 0 64 128 0 0 0 1073741824 1 8192 83976288 2 44 0 0 0 0 32 0 0 0 65536 0 0 256 73792 2 256 20484 0 0 0 0 0 8256 0 541196288 33554432 32 0 128 0 268435456
is_linear=0
shrinkage=0.04


Tree=404
num_leaves=31
num_cat=10
split_feature=7 8 8 6 4 0 3 13 0 4 3 9 1 11 5 0 0 1 9 0 0 0 3 1 0 4 4 7 0 7
split_gain=1.29168 1.14942 0.707424 0.495124 0.912027 0.674115 0.585566 0.551712 0.38932 0.578501 0.375554 0.350312 0.983748 0.364463 0.358065 0.357652 0.321429 0.418787 0.313146 0.300591 0.284699 0.420781 0.252032 0.225352 0.219139 0.204175 0.152592 0.140372 0.510688 0.136281
threshold=0 1 2 3 5157000000.000001 31.500000000000004 2008.5000000000002 4 43.675000000000004 2188290000.0000005 2003.5000000000002 5 5.5000000000000009 6 3.5000000000000004 18.500000000000004 40.250000000000007 5.5000000000000009 7 42.960000000000008 15.500000000000002 33.175000000000004 2004.5000000000002 5.5000000000000009 38.20000000000001 1642125000.0000002 1373290000.0000002 8 39.07500000000001 9
decision_type=9 9 9 9 8 10 10 9 10 10 10 9 10 9 8 10 10 8 9 10 10 10 8 10 10 8 8 9 10 9
left_child=18 8 19 6 -5 -6 10 16 9 20 11 12 14 15 -4 23 17 22 25 -3 -2 -22 -7 -13 -15 -1 -26 28 -27 -20
right_child=1 2 3 4 5 7 -8 -9 -10 -11 -12 13 -14 24 -16 -17 -18 -19 29 -21 21 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-1.4741491988522983e-06 -2.4954434860223662e-05 8.2445289404439613e-06 4.2871031850302603e-06 -0.00019422138103986709 -2.2226850646656013e-05 -0.00018286363641306313 1.2766792173182756e-05 4.6845599893582342e-05 3.0390476163664568e-05 -0.00010751738747174541 -5.7356890269859905e-05 -5.2413218051823566e-07 -3.0940792281129515e-05 5.2875181163650084e-06 -9.3444641678834395e-06 6.0469017007847018e-06 1.9703604897706341e-05 0.0024956458715697876 1.8749404115784686e-05 -2.4338669054969999e-05 5.9642148440066887e-06 -1.993446073317379e-05 -4.3937059509963061e-05 3.7093536199887314e-06 -1.2674509644267544e-05 7.7984474894179396e-07 2.6548750828144245e-06 3.1822466933758951e-06 -4.771962927945995e-05 8.2583236574400889e-05
leaf_weight=42 26 314 55 60 47 30 128 246 45 31 40 146 39 122 77 48 45 25 105 44 27 119 131 41 25 266 222 178 43 162
leaf_count=42 26 314 55 60 47 30 128 246 45 31 40 146 39 122 77 48 45 25 105 44 27 119 131 41 25 266 222 178 43 162
internal_value=0.000203413 -0.000311567 3.16457e-05 -0.000345904 -0.00125042 -0.000731428 0.000222222 -0.00027615 -0.00281081 -0.00366667 -0.000171568 2.57733e-05 -0.00151648 0.000481301 6.01505e-05 -0.000731707 -0.00163636 -0.0024385 0.0015663 0.00160434 -0.00272832 -0.00201361 -0.00318518 -0.00155319 0.00125263 0.000955556 0.000596774 0.00120492 0.0006125 0.00269065
internal_weight=2929 2133 1885 1527 584 524 943 477 248 203 815 775 171 604 132 235 231 186 796 358 172 146 161 187 369 529 247 487 309 267
internal_count=2929 2133 1885 1527 584 524 943 477 248 203 815 775 171 604 132 235 231 186 796 358 172 146 161 187 369 529 247 487 309 267
cat_boundaries=0 17 41 70 71 72 74 76 78 95 112
cat_threshold=268582913 145 1075052544 0 2 134217728 0 139264 0 134225968 0 2097280 16 0 0 0 1073745936 268435456 0 4 0 0 0 0 2147483648 0 0 0 0 0 512 0 4096 0 0 0 2048 2147483776 0 0 8 16 0 0 0 0 1 262144 0 0 0 0 2052 10240 0 0 0 0 0 0 0 0 0 0 0 0 16384 64 0 524288 330 10 0 4244 32 2147483648 129 18432 0 0 0 0 0 0 0 131072 0 0 0 128 0 0 0 0 4112 0 144 0 0 2 0 0 0 0 8192 0 0 0 0 0 0 1073745920
is_linear=0
shrinkage=0.04


Tree=405
num_leaves=31
num_cat=11
split_feature=11 12 0 15 9 4 4 12 0 0 17 9 0 12 0 12 3 0 0 1 4 0 13 13 1 4 3 0 1 3
split_gain=0.56059 0.781105 0.807149 0.564314 0.421252 0.526688 0.555824 0.487754 0.463021 0.964288 0.439411 0.458629 0.312002 0.275699 0.273849 0.307655 0.670211 0.375476 0.384201 0.397003 0.243823 0.234325 0.222115 0.218142 0.311131 0.246529 0.204196 0.161185 0.311395 0.154468
threshold=0 1 33.175000000000004 2 3 111.00000000000001 215.00000000000003 4 40.250000000000007 43.675000000000004 5 6 48.175000000000004 7 14.500000000000002 8 2019.5000000000002 24.500000000000004 38.20000000000001 3.5000000000000004 1642125000.0000002 20.500000000000004 9 10 5.5000000000000009 3550.0000000000005 1997.5000000000002 16.750000000000004 3.5000000000000004 2017.5000000000002
decision_type=9 9 10 9 9 10 10 9 8 10 9 9 10 9 8 9 8 10 10 10 10 10 9 9 8 10 10 10 10 10
left_child=1 21 3 -3 5 7 -7 -2 23 -10 11 -9 20 -6 -12 22 -17 -18 -19 -20 -11 27 26 24 25 -8 -16 28 -1 -24
right_child=4 2 -4 -5 13 6 8 10 9 12 14 -13 -14 -15 15 16 17 18 19 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.9508877657976537e-05 8.8689796356046859e-06 -1.2682428430828629e-07 -7.4724611465074901e-05 4.6058864468736234e-06 4.5990362819858838e-06 -0.00055442249735492303 -6.6112732302424221e-07 1.3222715477766033e-05 -6.4069689158373298e-05 -5.2130226002489276e-05 2.4403704140960069e-06 -1.3728290597427851e-06 6.9359173804403051e-05 0.00080026724154464508 -8.396007506038399e-06 -0.00015383620445112882 -4.359912826914174e-07 7.0429916055742166e-05 -0.00011680707240860828 8.8963392381477481e-08 5.1877470050324074e-05 -2.4397417654412839e-07 1.8478205242347603e-06 2.8929328110697219e-05 -2.079664292842753e-05 9.8047382270749491e-06 1.3097697028618209e-05 -1.0925573912851395e-06 -1.7960014227642497e-07 0.0016303478187473972
leaf_weight=37 263 199 40 154 116 26 39 180 47 30 27 134 25 233 154 57 40 81 25 158 29 78 359 102 36 26 81 47 98 27
leaf_count=37 263 199 40 154 116 26 39 180 47 30 27 134 25 233 154 57 40 81 25 158 29 78 359 102 36 26 81 47 98 27
internal_value=0.000322821 -0.000704819 0.000425743 0.00105085 0.000615785 0.000380174 -0.00099723 0.000695652 -0.000549254 -0.00239394 0.000368816 0.00164923 0.000188235 0.00187778 -4.31371e-05 -0.000154629 -0.00106452 -0.000340983 0.000211321 -0.000804348 -0.0014 -0.00236162 0.000386076 0.000647059 -0.000678571 0.000909091 -0.000569106 -0.00323497 -0.0025 0.000967255
internal_weight=2948 653 393 353 2295 1946 360 1586 334 131 1323 314 84 349 1009 982 361 304 264 183 59 260 621 203 101 65 235 182 135 386
internal_count=2948 653 393 353 2295 1946 360 1586 334 131 1323 314 84 349 1009 982 361 304 264 183 59 260 621 203 101 65 235 182 135 386
cat_boundaries=0 2 3 4 6 8 9 11 12 13 14 15
cat_threshold=32 2149122080 68329568 68157440 256 30852 132160 2 25 0 18432 16875584 1155106 4 10
is_linear=0
shrinkage=0.04


Tree=406
num_leaves=31
num_cat=9
split_feature=8 12 2 17 8 9 8 4 2 5 11 2 1 2 4 2 1 2 4 2 4 4 2 4 1 12 16 2 5 2
split_gain=0.915395 0.744162 0.605031 0.523684 0.862988 0.443882 0.413331 0.728766 0.366406 0.782074 0.385973 0.580579 0.33133 0.361934 0.479011 0.327379 0.347547 0.325751 0.56389 0.327183 0.297615 0.263563 0.312906 0.240395 0.282536 0.230814 0.226565 0.218886 0.204755 0.470826
threshold=0 1 15.500000000000002 2 3 4 5 29019565000.000004 90.500000000000014 1.0000000180025095e-35 6 34.500000000000007 2.5000000000000004 9.5000000000000018 1557465000.0000002 70.500000000000014 4.5000000000000009 8.5000000000000018 1972110000.0000002 13.500000000000002 390.00000000000006 6050.0000000000009 58.500000000000007 152.50000000000003 4.5000000000000009 7 8 94.500000000000014 2.5000000000000004 60.500000000000007
decision_type=9 9 10 9 9 9 9 8 10 10 9 10 10 10 8 8 10 8 8 8 8 8 10 10 10 9 1 10 8 8
left_child=5 3 12 4 -2 -1 7 -5 9 10 11 -4 -3 14 -14 16 -8 -6 -19 -20 -18 -22 25 24 -10 -23 -16 -9 -7 -30
right_child=1 2 8 6 17 28 15 27 23 -11 -12 -13 13 -15 26 -17 20 18 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.8131650184143575e-05 1.7612619911074262e-05 8.1686702553814079e-05 1.3232128877280377e-06 3.5967922370411233e-05 -0.00012659789773471295 -6.6862205829337594e-05 3.5060266206499e-06 -6.0380334570611534e-06 8.2510158250247871e-06 0.00010082748545840545 -3.4469624833536146e-05 -7.8840011929661267e-07 -5.2550668380706857e-05 1.5151699643940541e-06 1.2354958850025431e-06 3.5004233358077256e-06 4.0426844963447052e-05 9.4125486980090043e-06 -3.5426198196686133e-06 -0.00016548978661652309 -8.3364148677876756e-05 -7.8107944954581587e-07 -2.5755896822469317e-06 -9.5200961224394422e-06 -4.2227216566422307e-07 1.8286474672860272e-06 -1.1266349195034494e-06 -8.1743309628403618e-06 3.0960842595453555e-05 -3.1482290987526e-05
leaf_weight=252 111 90 123 39 45 27 83 57 28 28 115 176 26 127 125 248 34 43 39 89 25 283 46 25 114 355 58 26 59 25
leaf_count=252 111 90 123 39 45 27 83 57 28 28 115 176 26 127 125 248 34 43 39 89 25 283 46 25 114 355 58 26 59 25
internal_value=1.36907e-06 -0.000267808 -0.00108987 0.000294655 -0.00110059 0.00185027 0.000682684 -0.00144361 -0.0019082 -0.00251016 -0.0029494 -0.00194839 5.62062e-05 -0.000522255 -0.00154286 0.000936406 0.000561064 -0.00253744 -0.00183721 -0.00316279 0.000284946 0.000107042 0.000256934 -0.000309524 0.000335664 0.000488263 -0.000804348 -0.00366667 -0.000295082 0.000658824
internal_weight=2921 2558 1035 1523 327 363 1196 122 609 442 414 299 426 336 209 1074 826 216 171 128 743 709 684 167 142 638 183 83 111 84
internal_count=2921 2558 1035 1523 327 363 1196 122 609 442 414 299 426 336 209 1074 826 216 171 128 743 709 684 167 142 638 183 83 111 84
cat_boundaries=0 27 29 30 44 46 69 71 72 73
cat_threshold=0 4 0 134217728 2147549184 0 524288 2147483648 1 0 0 4 2048 1048576 0 0 0 0 0 10240 0 524288 0 0 0 32768 4 101698 2 40 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 6144 0 0 4 0 0 0 262144 0 0 0 0 0 8192 512 0 0 0 0 0 0 0 0 4194304 36 1024 1282 2
is_linear=0
shrinkage=0.04


Tree=407
num_leaves=31
num_cat=9
split_feature=7 8 7 7 8 5 2 12 3 2 7 7 0 4 3 12 2 2 2 2 4 2 2 2 2 2 2 2 2 0
split_gain=1.33977 1.21955 0.951921 0.840007 1.17494 0.491696 0.46176 0.601592 0.642649 0.539284 0.442261 0.425278 0.667926 0.45125 0.407461 0.37829 0.363353 0.338466 0.416355 0.480812 0.281311 0.262431 0.737819 0.253968 0.232345 0.452321 0.326248 0.456023 0.31207 0.260912
threshold=0 1 2 3 4 1.5000000000000002 14.500000000000002 5 2004.5000000000002 79.500000000000014 6 7 35.850000000000009 520.00000000000011 2011.5000000000002 8 3550.0000000000005 33.500000000000007 68.500000000000014 99.000000000000014 267495000.00000003 50.500000000000007 39.500000000000007 22.500000000000004 71.500000000000014 49.500000000000007 38.500000000000007 28.500000000000004 21.500000000000004 23.500000000000004
decision_type=9 9 9 9 9 8 8 9 10 10 9 9 10 8 10 9 8 8 8 10 10 10 10 10 8 10 10 10 10 10
left_child=5 2 -2 -3 -5 -1 11 8 9 21 -9 12 -6 -13 20 -15 -7 -4 -19 -20 24 22 -8 -16 25 26 27 28 -12 -27
right_child=1 3 17 4 6 16 7 10 -10 -11 14 13 -14 15 23 -17 -18 18 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-2.0557365906790476e-05 4.1536352904024451e-06 -2.1362797806774667e-05 -5.199652451434287e-05 6.8791226788642e-06 8.7035084121112046e-07 1.783193651389783e-05 -8.946371179412839e-06 1.9472919432858542e-06 7.6373263910162328e-06 -5.0492880101907189e-05 -1.5644107786664505e-06 -4.6771206484819779e-05 -0.00014229392689702738 1.7216065108490631e-06 -5.9292748316003803e-06 1.9853652309226391e-05 -3.0907928661375854e-05 1.0097231024590031e-06 -3.9603797410745718e-05 5.8976953458213329e-06 -0.00032951735424357185 1.4976329168057488e-06 -5.8463083689620093e-06 -5.4341658958953572e-05 7.0416561969995634e-07 -6.3467673206848052e-07 2.5309806136579412e-06 -2.2888525377311863e-06 8.0902490507034667e-06 -3.4855525988012986e-06
leaf_weight=57 104 111 98 353 64 395 130 112 33 42 118 41 41 238 27 178 62 36 42 27 43 29 32 42 193 48 76 71 64 42
leaf_count=57 104 111 98 353 64 395 130 112 33 42 118 41 41 238 27 178 62 36 42 27 43 29 32 42 193 48 76 71 64 42
internal_value=2.57629e-05 -0.000367948 -0.00267925 -2.24402e-05 0.000171598 0.00185905 -0.000277015 -0.000754306 -0.00236823 -0.00319658 -0.000207792 0.000653641 -0.00155172 0.00117094 -0.000576871 0.00159233 0.00233188 -0.00424299 -0.00283019 -0.00462857 -0.00027439 -0.00227083 -0.00289571 -0.00348571 -5.22021e-05 -0.000580952 0.000109091 -0.000582677 0.000480874 -0.00307692
internal_weight=2949 2435 307 2128 2017 514 1664 1102 266 233 836 562 105 457 724 416 457 203 105 69 655 191 162 69 612 419 329 253 182 90
internal_count=2949 2435 307 2128 2017 514 1664 1102 266 233 836 562 105 457 724 416 457 203 105 69 655 191 162 69 612 419 329 253 182 90
cat_boundaries=0 17 44 55 73 99 100 117 126 128
cat_threshold=268451841 144 1108344832 2097152 0 134217728 0 8192 2048 134225936 32800 0 16 268435456 0 0 1073741968 1073741824 1050632 4 0 0 0 0 2147483648 0 0 0 33554432 0 512 0 0 0 0 0 0 2147483776 0 0 0 0 0 64 0 0 0 0 34 0 131072 0 0 0 8192 0 268435456 0 512 524288 8256 33554432 268435456 0 0 0 0 0 0 0 32 0 128 16 0 0 0 2147483648 0 262144 0 0 0 0 2052 2048 0 0 0 0 0 4096 8192 0 0 4194304 0 0 16384 68182048 0 0 67108864 4 0 0 0 0 65536 0 0 0 0 0 0 0 4096 0 0 0 4 0 0 0 537001984 33554432 83984386 32
is_linear=0
shrinkage=0.04


Tree=408
num_leaves=31
num_cat=9
split_feature=7 7 2 12 0 2 6 0 12 2 2 3 14 3 0 12 2 0 11 2 0 2 0 2 7 2 2 2 2 2
split_gain=1.09951 0.626553 0.626404 0.470859 0.654583 0.407388 0.308977 0.836446 0.631709 0.956246 0.418688 0.528442 0.404248 0.321512 0.30839 0.297388 0.348639 0.297146 0.267624 0.272624 0.237798 0.313983 0.237301 0.233579 0.232174 0.212848 0.199686 0.303865 0.198402 0.182997
threshold=0 1 83.500000000000014 2 37.750000000000007 22.500000000000004 3 33.175000000000004 4 7.5000000000000009 40.500000000000007 1992.5000000000002 5 1998.5000000000002 20.500000000000004 6 25.500000000000004 9.5000000000000018 7 23.500000000000004 30.500000000000004 11.500000000000002 47.250000000000007 111.00000000000001 8 28.500000000000004 64.500000000000014 49.500000000000007 5.5000000000000009 20.500000000000004
decision_type=9 9 8 9 10 10 9 10 9 8 8 10 9 8 10 9 10 10 9 8 10 10 10 10 9 10 10 10 10 10
left_child=3 2 -2 4 -1 -6 12 -8 9 -9 11 29 14 -10 17 16 18 -3 20 -20 28 -22 25 26 -5 -15 27 -18 -14 -11
right_child=1 6 -4 24 5 -7 7 8 13 10 -12 -13 15 22 -16 -17 23 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.9011979786642324e-05 -6.6755156200692739e-06 -1.0190578581509255e-06 -1.5844002643303632e-05 3.4913658147546399e-06 -9.625687393714827e-05 0.00060515667917466153 -3.7113549652059451e-05 8.0539257370505424e-05 -2.3412143437310812e-05 -7.3686743191258032e-05 -3.0320081838677085e-05 -8.688292172789953e-05 9.7819074691496142e-06 0.00010928227391897327 -0.00010650178045967749 1.5942163645045635e-06 1.4676326109318593e-06 4.4967078765272211e-06 9.8737156401822239e-06 -0.00017752776966150605 -2.0468561476682917e-06 -2.8374866947886882e-05 -9.8778112795746995e-05 -1.2962676992456956e-05 0.00010014653661454676 -1.1684532080595795e-06 2.6692733132691096e-06 -4.1475317827369246e-07 -1.0686612165800229e-06 -0.00012948430524528233
leaf_weight=50 76 69 25 205 37 26 45 47 34 41 72 29 26 301 43 847 86 34 99 37 56 29 50 64 203 104 74 39 47 27
leaf_count=50 76 69 25 205 37 26 45 47 34 41 72 29 26 301 43 847 86 34 99 37 56 29 50 64 203 104 74 39 47 27
internal_value=0.000468012 0.000101161 -0.00282143 0.00211278 -0.000225806 -0.0029375 0.000242319 -0.000420499 -8.49857e-05 -0.0018326 -0.00331765 -0.00502041 0.000563741 0.000712 -0.0013758 0.000774558 4.92959e-05 -0.000269231 -0.000894915 0.000435374 -0.00194083 -0.00348837 0.00100877 0.00110606 0.0027494 0.00133005 0.00178 0.000793651 -0.000378378 -0.00301449
internal_weight=2922 2401 101 521 113 63 2300 750 705 216 169 97 1550 489 146 1404 557 103 294 136 158 85 455 263 408 405 199 125 73 68
internal_count=2922 2401 101 521 113 63 2300 750 705 216 169 97 1550 489 146 1404 557 103 294 136 158 85 455 263 408 405 199 125 73 68
cat_boundaries=0 18 34 36 37 39 40 42 43 60
cat_threshold=131073 16 1174405120 2099200 0 134217728 0 8192 2048 134225952 8192 2097152 0 0 0 0 1073745936 512 0 0 536870912 524288 524288 66 0 0 0 0 0 64 0 0 67108864 32 16793632 32 282 83978496 32 131088 16917568 34 36 0 0 1140850688 2099200 0 0 0 0 2048 32 0 0 0 0 0 0 1073741824
is_linear=0
shrinkage=0.04


Tree=409
num_leaves=31
num_cat=8
split_feature=7 4 2 11 0 7 7 0 5 6 2 1 3 2 13 2 2 3 2 2 2 13 5 4 1 0 3 15 2 3
split_gain=1.92284 0.894769 1.05998 0.607263 0.877141 0.584094 0.420462 0.493919 0.538653 0.411383 0.365432 0.363324 0.342596 0.345337 0.336291 0.603668 0.367133 0.29438 0.271964 0.392772 0.243855 0.213083 0.271723 0.217449 0.210969 0.197681 0.18747 0.184381 0.263812 0.287854
threshold=0 1972110000.0000002 47.500000000000007 1 24.500000000000004 2 3 38.20000000000001 1.0000000180025095e-35 4 71.500000000000014 5.5000000000000009 2009.5000000000002 13.500000000000002 5 12.500000000000002 37.500000000000007 2010.5000000000002 6.5000000000000009 15.500000000000002 416.00000000000006 6 1.0000000180025095e-35 38500.000000000007 4.5000000000000009 26.500000000000004 2017.5000000000002 7 28.500000000000004 1989.5000000000002
decision_type=9 10 8 9 10 9 9 10 10 9 10 10 10 8 9 8 10 10 8 10 8 9 10 8 10 10 10 9 10 10
left_child=6 3 -3 4 10 -5 -1 25 12 11 -2 17 13 -9 15 -11 -17 20 -13 -20 21 22 -7 -23 -15 -8 -19 28 29 -16
right_child=1 2 -4 5 -6 9 7 8 -10 14 -12 18 -14 24 27 16 -18 26 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.5149268565071711e-05 -1.1676062630093108e-06 2.7098737233406545e-05 -0.0003653291596137575 -2.2974227947607784e-05 -6.2296658680491553e-05 4.0031564185990937e-07 6.666774003011059e-07 0.00024452656041598229 -2.858638098362256e-05 8.3743512764136613e-05 2.3023979665026673e-06 -1.9394186325144093e-05 -9.7786715495894373e-05 -4.272406023664993e-05 -3.1305163534399306e-05 -0.00019765600111241229 -5.895836539805601e-07 -8.8278168819530794e-05 0.00027105194984860121 -1.2444169994244076e-05 -5.5755760722963311e-05 -5.8881788339380441e-07 1.3591388972631759e-05 1.8149991023063236e-05 5.8762598547905623e-06 1.1438905536466276e-05 2.0378279858650519e-05 1.132721329923584e-05 -7.1511250036549652e-05 0.00037824783327233998
leaf_weight=233 168 43 48 103 32 185 368 70 31 74 32 34 25 71 80 103 61 32 28 54 68 25 77 233 160 155 37 185 36 64
leaf_count=233 168 43 48 103 32 185 368 70 31 74 32 34 25 71 80 103 61 32 28 54 68 25 77 233 160 155 37 185 36 64
internal_value=0.000349794 -0.000458908 -0.00430435 -0.000254673 -0.002107 5.10069e-05 0.00164769 0.00121212 7.82124e-05 0.000276857 -0.00119403 0.000882653 0.000562691 0.000940397 -0.000501629 -0.00163855 -0.00305455 0.00125836 -0.00116239 9.63857e-05 0.00154839 0.00184261 0.000908425 0.00264684 0.000189655 0.00200763 -0.0012 0.000265958 -0.000628272 0.000110345
internal_weight=2915 1802 91 1711 232 1479 1113 880 357 1376 200 773 326 301 603 238 164 657 116 82 588 520 262 258 231 523 69 365 180 144
internal_count=2915 1802 91 1711 232 1479 1113 880 357 1376 200 773 326 301 603 238 164 657 116 82 588 520 262 258 231 523 69 365 180 144
cat_boundaries=0 18 19 35 53 54 55 56 57
cat_threshold=268451841 129 1107296256 2097156 524290 2 0 537010176 67584 134217760 32 2097280 67109008 0 0 0 1073746064 512 32 0 16 536870912 0 0 0 33554432 0 33554432 0 0 256 0 0 0 32 16384 129 1107296256 2097152 524288 0 0 536879104 0 134217728 0 2097152 67108864 0 0 0 0 512 282 12 2 67108864
is_linear=0
shrinkage=0.04


Tree=410
num_leaves=31
num_cat=12
split_feature=7 8 12 12 8 0 7 6 12 0 12 4 11 12 4 12 0 5 0 4 1 0 0 0 1 0 5 0 0 0
split_gain=1.34898 1.37366 1.27325 1.19733 0.861227 0.624453 0.557717 0.466009 0.608619 0.464649 0.347027 0.280997 0.230235 0.225125 0.331248 0.200092 0.468382 0.24926 0.189843 0.186864 0.168375 0.164919 0.159162 0.150093 0.137588 0.137494 0.132797 0.125578 0.209163 0.161016
threshold=0 1 2 3 4 40.250000000000007 5 6 7 39.07500000000001 8 73462200.000000015 9 10 16472860000.000002 11 48.175000000000004 9.0000000000000018 35.250000000000007 11633120000.000002 4.5000000000000009 46.250000000000007 14.500000000000002 12.250000000000002 5.5000000000000009 18.500000000000004 10.500000000000002 35.850000000000009 15.500000000000002 14.500000000000002
decision_type=9 9 9 9 9 10 9 9 9 10 9 8 9 9 8 9 10 8 10 8 10 10 10 10 8 10 8 10 10 10
left_child=3 2 25 9 -3 6 -6 10 11 22 23 -9 -5 -10 -15 16 20 -17 -4 -19 -7 -21 -1 -8 -11 -2 -13 28 29 -12
right_child=1 4 18 12 5 15 7 8 13 24 27 26 -14 14 -16 17 -18 19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9606696115997678e-05 -9.5397266244791965e-06 3.0296975054948115e-05 1.0598815757682794e-06 2.2975769841121791e-06 0.0016295795781136027 3.0719516935908659e-05 3.8886376681549945e-07 9.2915095743367347e-06 4.1392908891176134e-05 -1.0387926965107106e-05 4.6896681616140915e-06 8.0536787261768365e-06 -2.3526299055900729e-06 4.8899078113989886e-05 -1.3408739524687924e-06 -7.2979388423749796e-05 1.5238920391485495e-05 7.1716067015733961e-05 -1.467424068463366e-06 -2.3318542877863773e-05 -0.00010823099304595428 7.3169299284335525e-06 -9.268255968762047e-06 3.6284256836314236e-06 2.2097360977606827e-05 -5.8061571957102142e-05 -3.4910424570988653e-05 -8.8199347831345077e-06 2.3127158102980623e-06 -1.1857804082840115e-07
leaf_weight=26 36 212 37 125 107 25 48 33 123 130 38 30 106 48 211 25 26 51 98 96 69 59 109 505 25 69 156 138 95 75
leaf_count=26 36 212 37 125 107 25 48 33 123 130 38 30 106 48 211 25 26 51 98 96 69 59 109 505 25 69 156 138 95 75
internal_value=0.000178718 0.000578274 -0.00223108 -0.00164662 0.00089867 0.000625698 0.000962687 0.000741231 -0.000124183 -0.00332226 0.00131429 -0.00175652 0.000512397 0.000834606 0.000133333 -0.000897727 -0.0021374 -0.00014876 0.000410959 0.000309179 -0.00362105 -0.000384615 -0.00514706 0.00193617 -0.00192308 -0.00534483 -0.0024385 0.000291317 0.00091866 -0.000245614
internal_weight=2931 2410 240 521 2170 1958 1607 1500 601 290 899 219 231 382 259 351 120 231 135 206 94 155 135 553 155 105 186 346 208 113
internal_count=2931 2410 240 521 2170 1958 1607 1500 601 290 899 219 231 382 259 351 120 231 135 206 94 155 135 553 155 105 186 346 208 113
cat_boundaries=0 17 44 46 48 68 86 87 89 90 92 94 95
cat_threshold=131072 16 536870912 512 589824 8194 33685504 268435456 33554432 0 8192 128 0 0 0 0 128 0 2048 4 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 33558528 0 2147484032 0 0 8 0 0 64 141570 32 114722 34 1073741824 8 0 0 2147549184 0 0 0 1 32768 0 2052 0 1048576 0 0 0 0 0 8192 0 0 1073741824 2048 0 0 0 8192 0 0 0 0 16 0 0 0 1073741840 128 202 83911744 32 67233026 49184 2147483648 1212672 2 41056
is_linear=0
shrinkage=0.04


Tree=411
num_leaves=31
num_cat=7
split_feature=8 3 2 2 8 11 2 9 6 10 9 1 2 2 3 1 1 2 4 2 2 2 2 4 2 2 2 2 3 3
split_gain=1.53646 1.70586 0.632032 1.34774 0.618388 0.41468 0.357568 0.355678 0.259939 0.321927 0.29315 1.02945 0.363279 0.326623 0.453682 0.402702 0.286633 0.286457 0.279488 0.435727 0.288258 0.274175 0.356141 0.232256 0.222176 0.204297 0.19594 0.430581 0.188168 0.597716
threshold=0 2004.5000000000002 13.500000000000002 4.5000000000000009 1 2 13.500000000000002 3 4 5 6 5.5000000000000009 72.500000000000014 43.500000000000007 1999.5000000000002 5.5000000000000009 5.5000000000000009 90.500000000000014 1557465000.0000002 15.500000000000002 1.5000000000000002 51.500000000000007 63.500000000000007 950.00000000000011 169.50000000000003 35.500000000000007 46.500000000000007 78.500000000000014 2009.5000000000002 2017.5000000000002
decision_type=9 8 8 10 9 9 10 9 9 9 9 10 10 10 10 10 8 8 10 10 8 10 10 10 10 8 8 10 8 8
left_child=1 -1 3 -3 -2 6 -6 -7 10 16 12 17 13 -9 15 21 25 -12 20 -20 -11 -15 -23 28 -8 -10 -4 -28 -22 -30
right_child=4 2 26 -5 5 7 24 8 9 18 11 -13 -14 14 -16 -17 -18 -19 19 -21 23 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0001452599660522744 2.5838358147272678e-05 3.6265047932424495e-05 1.2378311103744924e-05 -8.6798613477749616e-05 7.4366910605748275e-05 2.5385163278028215e-05 -9.4683359220319104e-06 7.4984417864243369e-07 -4.0319132903326587e-05 -4.2842731790671524e-05 1.623619385382342e-05 -2.9231083169269281e-05 1.7574088218085186e-06 -1.2178874601049176e-06 1.3588979910500857e-05 3.1523706361159781e-07 0.00069361164690160207 -4.4012111050592589e-05 0.00010134843411886769 -0.00012571485132204294 7.6138107402850335e-05 4.3397053297319584e-07 -5.4615680265563003e-07 6.9920110385803533e-05 0.00015654148070961033 0.00039674347183967374 -0.00031398588596416924 3.9976845034020221e-05 -8.8826294841262997e-05 -1.3395144817751939e-06
leaf_weight=26 285 30 47 57 40 164 52 669 41 29 59 31 188 47 25 27 53 33 26 36 136 34 34 38 26 43 34 28 56 572
leaf_count=26 285 30 47 57 40 164 52 669 41 29 59 31 188 47 25 27 53 33 26 36 136 34 34 38 26 43 34 28 56 572
internal_value=0.000237277 -0.00288412 -0.00170558 -0.00422727 0.000499456 0.000289879 -0.00192248 0.000409864 0.000268739 -0.000192123 0.000680484 -0.00110448 0.000904348 0.000554361 -0.00102381 -0.0019021 0.00154054 0.000946237 -0.000473451 -0.00304762 -0.000283654 -0.00293103 -0.00127536 -0.000139477 -0.00364557 0.000188235 0.000327273 -0.00114286 -0.00029281 -0.000585055
internal_weight=2966 222 196 87 2744 2459 118 2341 2177 1030 1147 123 1024 836 167 142 137 92 893 62 831 115 68 802 78 84 109 62 764 628
internal_count=2966 222 196 87 2744 2459 118 2341 2177 1030 1147 123 1024 836 167 142 137 92 893 62 831 115 68 802 78 84 109 62 764 628
cat_boundaries=0 30 56 59 61 62 63 65
cat_threshold=268435456 1050624 4 0 2147483648 0 0 2147483648 1 0 0 33554432 0 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 0 4096 0 0 0 0 65536 0 786432 0 0 0 0 2052 0 1048576 0 0 0 0 0 8192 0 0 0 0 0 16384 16386 0 1 1073873153 128 328 33 0 30720
is_linear=0
shrinkage=0.04


Tree=412
num_leaves=31
num_cat=12
split_feature=7 7 12 0 8 3 3 0 6 3 12 4 0 14 0 5 7 3 4 4 3 12 0 12 0 0 0 6 12 5
split_gain=1.7212 1.09934 0.993432 0.533746 0.429244 0.432692 0.92103 0.643785 0.46928 0.926996 0.380153 0.894228 0.64573 0.505876 0.503211 0.301298 0.278863 0.264616 0.257629 0.243468 0.239404 0.230515 0.419192 0.222742 0.210864 0.203388 0.198736 0.198188 0.253958 0.201049
threshold=0 1 2 30.500000000000004 3 1992.5000000000002 1997.5000000000002 18.500000000000004 4 2009.5000000000002 5 180.50000000000003 12.250000000000002 6 21.500000000000004 1.5000000000000002 7 2023.5000000000002 10347970000.000002 52809240000.000008 2019.5000000000002 8 23.500000000000004 9 33.175000000000004 40.250000000000007 39.07500000000001 10 11 1.5000000000000002
decision_type=9 9 9 10 9 10 10 10 9 10 9 8 10 9 10 8 9 8 8 8 8 9 10 9 10 10 10 9 9 8
left_child=2 -2 -1 -4 20 10 -7 -8 9 -9 11 -6 -13 16 -15 -14 -12 -5 -16 -17 -3 22 -21 -22 -23 -19 -24 29 -29 -18
right_child=1 4 3 17 5 6 7 8 -10 -11 13 12 15 14 18 19 27 25 -20 21 23 24 26 -25 -26 -27 -28 28 -30 -31
leaf_value=2.7766833086967516e-05 4.3390958458889813e-05 3.0821010545535563e-05 -5.4353659500355151e-05 -5.2191474325819597e-06 -2.075349837799933e-05 -7.3470537130677785e-05 4.5420692119993374e-06 0.00014934950719822687 3.7259481482587397e-06 -0.00014364944378775159 -2.1481786635040994e-07 -2.3364165898641419e-06 -1.8921982709216059e-05 5.8029906940488591e-06 4.4853907643191182e-05 4.1367856407822681e-05 1.1011530186043894e-05 -1.5432237886841394e-05 -0.00010367038456586418 -9.751640392437531e-07 6.5713277883544499e-06 1.5878674934278219e-06 5.29161756416343e-05 2.3180528751325347e-08 5.8514637165304001e-06 -4.5107912445344013e-05 1.4776054605380383e-05 5.2736662942933833e-07 2.3745401522804669e-06 -6.7930049725417867e-06
leaf_weight=102 210 57 42 38 27 35 45 41 210 59 101 57 60 58 38 140 30 107 125 42 147 170 30 174 343 33 47 114 124 119
leaf_count=102 210 57 42 38 27 35 45 41 210 59 101 57 60 58 38 140 30 107 125 42 147 170 30 174 343 33 47 114 124 119
internal_value=0.000211894 0.000555471 -0.0024985 -0.00398268 0.000304493 6.91018e-05 -0.00112532 -0.000505618 -0.00115756 -0.00324324 0.000356704 0.000888889 0.0011191 -0.000338889 -0.00187931 0.00140216 0.00038477 -0.00317318 -0.00309756 0.00161449 0.00152185 0.00127646 -0.000338461 0.00113043 0.00162595 -0.00397163 0.00138462 0.000874372 0.0015743 -0.000275
internal_weight=2925 2603 322 220 2393 2015 390 355 310 100 1625 916 889 709 221 832 488 178 163 772 378 632 119 321 513 140 77 387 238 149
internal_count=2925 2603 322 220 2393 2015 390 355 310 100 1625 916 889 709 221 832 488 178 163 772 378 632 119 321 513 140 77 387 238 149
cat_boundaries=0 18 31 32 58 59 61 62 69 70 71 72 73
cat_threshold=131075 16 1610612736 512 524288 2 33554432 536870912 0 0 8192 320 0 0 0 32 1073741952 384 16384 1 34865152 2048 0 0 0 268443648 0 134217760 32 0 335544320 1089600 268435472 4 0 0 0 0 0 0 1 0 0 2052 0 1048576 0 0 0 0 4096 8192 128 0 4194304 0 0 16384 28 85001474 32 8320 0 0 0 4 0 0 131072 16777472 204834 340 141344
is_linear=0
shrinkage=0.04


Tree=413
num_leaves=31
num_cat=14
split_feature=7 8 12 9 6 2 8 6 2 2 4 12 2 3 7 2 2 2 2 3 2 9 13 3 6 3 2 4 6 12
split_gain=1.48525 1.18337 0.553711 0.71888 0.968527 1.05915 0.767545 0.679397 0.873122 0.378976 0.367965 0.32914 0.68191 0.322799 0.31257 0.459633 0.618873 0.307076 0.672904 0.304411 0.298934 0.309529 0.499966 0.427631 0.605335 0.287924 0.276628 0.538469 0.229043 0.341917
threshold=0 1 2 3 4 11.500000000000002 5 6 18.500000000000004 12.500000000000002 3215.5000000000005 7 1.0000000180025095e-35 2022.5000000000002 8 55.500000000000007 11.500000000000002 321.00000000000006 13.500000000000002 2019.5000000000002 39.500000000000007 9 10 2006.5000000000002 11 2012.5000000000002 277.00000000000006 37073800000.000008 12 13
decision_type=9 9 9 9 9 10 9 9 8 10 8 9 10 8 9 10 10 8 10 8 10 9 9 10 9 10 8 8 9 9
left_child=11 17 7 6 5 -5 9 8 13 -4 -8 12 -1 -3 15 16 -14 18 -2 -6 21 -9 -23 24 -24 28 27 -10 -12 -30
right_child=1 2 3 4 19 -7 10 20 26 -11 25 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.3919685079034426e-05 -4.8119186776144238e-05 -0.00010871455010058607 -4.4287992998807128e-05 -1.9518231340726444e-05 0.0020270849635554166 -0.00027307058633540399 -2.9162880312237249e-06 0.0001407564236203416 7.4480858368698269e-05 -1.0919845708749669e-07 -1.7045544119881779e-06 1.4611436360291629e-06 1.6352796030830867e-05 4.9693032990094089e-05 1.7623047945327192e-06 3.193197708714296e-06 -1.1625915029990222e-05 -0.00038811348267757807 4.5025143839570947e-05 -7.3004950648232735e-05 6.0811637122635001e-06 7.7427053393049255e-06 6.030983588096874e-06 -4.6677621392319104e-05 -3.3325341543816182e-05 -5.9761742098974767e-06 0.00044295535313055158 -6.94003106003349e-05 2.394952873639009e-05 4.2723363777948598e-06
leaf_weight=25 40 34 29 53 35 47 40 102 34 99 100 426 28 93 284 26 49 25 36 134 246 184 120 29 108 47 47 93 167 157
leaf_count=25 40 34 29 53 35 47 40 102 34 99 100 426 28 93 284 26 49 25 36 134 246 184 120 29 108 47 47 93 167 157
internal_value=0.000322669 -0.000248341 -2.38923e-05 -0.00074864 -0.00244286 -0.00540541 -6.1537e-06 0.00058129 -0.00101282 -0.00264748 0.000697318 0.0017338 0.000869976 0.00146875 0.00130928 -0.000596491 -0.00220513 -0.00425 -0.00332468 -0.000466667 0.001195 0.000683824 0.000185841 -0.000940298 -0.000384279 0.00102542 -0.00288 -0.00384375 0.00135529 0.00183881
internal_weight=2937 2099 1998 908 269 100 639 1090 301 128 511 838 412 127 387 103 77 101 76 169 789 543 441 257 228 471 174 127 424 324
internal_count=2937 2099 1998 908 269 100 639 1090 301 128 511 838 412 127 387 103 77 101 76 169 789 543 441 257 228 471 174 127 424 324
cat_boundaries=0 18 37 39 41 42 65 66 68 85 87 88 89 90 91
cat_threshold=268435456 1 33554432 2097152 0 134217792 0 541204480 33622016 536879104 32 256 8388608 0 0 0 4112 512 1073741824 2048 4 0 0 1 0 2147483648 1 0 0 0 0 0 0 0 0 0 33554432 17837314 32 0 22528 268 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 256 0 16777216 132 157792 32 0 1 0 0 0 134217728 0 0 65536 0 0 0 0 0 0 0 4096 0 4272 12 72 18 98336
is_linear=0
shrinkage=0.04


Tree=414
num_leaves=31
num_cat=13
split_feature=8 7 8 12 3 7 8 2 5 2 11 7 9 6 2 17 2 12 2 2 2 3 5 12 2 3 1 2 2 2
split_gain=1.21211 0.804475 0.861622 0.991837 0.734934 0.644227 0.571741 0.45693 0.441794 0.634639 0.438612 0.361364 0.635997 0.406958 0.524486 0.317473 0.290562 0.286076 0.411832 0.317558 0.266494 0.261796 0.308429 0.430834 0.263969 0.402442 0.244819 0.244052 0.465125 0.243937
threshold=0 1 2 3 2022.5000000000002 4 5 14.500000000000002 1.0000000180025095e-35 21.500000000000004 6 7 8 9 38.500000000000007 10 12.500000000000002 11 12.500000000000002 12.500000000000002 32.500000000000007 2002.5000000000002 2.5000000000000004 12 27.500000000000004 2011.5000000000002 5.5000000000000009 63.500000000000007 33.500000000000007 80.500000000000014
decision_type=9 9 9 9 8 9 9 8 10 10 9 9 9 9 8 9 10 9 8 10 10 10 8 9 10 10 8 10 8 10
left_child=4 8 -3 6 -1 -5 20 15 9 16 -9 -8 -13 -14 -15 -7 -2 19 -19 -6 -4 22 -12 27 -23 -26 -20 28 -24 -16
right_child=1 2 3 5 17 7 11 10 -10 -11 21 12 13 14 29 -17 -18 18 26 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.540919109127679e-05 -2.5555560488206762e-05 1.205168798116038e-05 -1.4927733650009251e-06 1.0669411331512711e-06 7.7861794240281852e-05 -1.5819170036688429e-07 -6.4919987497069281e-07 2.0971476211976837e-05 0.00012203821501930076 -1.5341843711850291e-05 -2.0005689622964829e-05 -7.0049977983588162e-05 3.3896815221227046e-06 -8.1134881455362422e-06 5.4495081092467572e-05 3.883031821615102e-05 1.4750389474441618e-05 -9.6354000615482633e-05 9.5123755266156761e-09 -3.3297001194674582e-06 -1.8285906883253764e-05 1.0133756567723903e-05 2.6767673168681397e-06 2.3804585160053382e-06 -0.00016599114358663181 -8.5049461356651621e-06 -4.1409760668089609e-05 1.3008555675122353e-06 -0.00050069390957140081 -7.5711938645683864e-06
leaf_weight=33 56 322 68 262 39 103 119 116 29 81 51 121 264 193 67 267 41 28 72 72 44 41 40 269 27 32 32 29 39 45
leaf_count=33 56 322 68 262 39 103 119 116 29 81 51 121 264 193 67 267 41 28 72 72 44 41 40 269 27 32 32 29 39 45
internal_value=0.000189144 0.000447205 0.00064664 0.000356884 -0.00228571 0.00107537 -0.000639485 0.000600976 -0.00188991 -0.00272626 -3.72092e-05 -0.00024878 0.000114123 0.000682759 -0.000316456 0.00172507 -0.000530612 -0.00159016 -0.00274126 3.2787e-05 -0.00318699 -0.000534323 -0.000111888 0.000285714 -0.00237624 -0.00406667 -0.00175238 -0.0017479 -0.00305 0.00184071
internal_weight=3002 2726 2519 2197 276 1276 921 1014 207 178 644 809 690 569 305 370 97 243 132 111 112 528 428 377 100 59 104 108 79 112
internal_count=3002 2726 2519 2197 276 1276 921 1014 207 178 644 809 690 569 305 370 97 243 132 111 112 528 428 377 100 59 104 108 79 112
cat_boundaries=0 29 47 70 72 84 114 117 129 131 132 133 135 136
cat_threshold=0 1048576 0 0 1073741824 0 0 0 0 0 0 33554432 0 512 0 0 0 0 33554432 0 2147483904 0 0 8 0 0 0 0 128 131072 268435456 1610620928 0 524288 134217794 0 805306368 0 0 0 0 0 0 0 0 128 256 16 4 4 0 65536 0 0 2147483648 0 32768 0 4 0 1049600 268435456 0 0 0 0 8192 0 524288 4194304 84058176 32 0 0 67108864 0 0 0 0 131072 65536 8192 0 384 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 0 0 0 16384 0 0 0 4096 16384 2147484672 524288 0 0 0 0 0 0 0 131072 0 0 0 128 0 8324 200 8 98 32 1114144
is_linear=0
shrinkage=0.04


Tree=415
num_leaves=31
num_cat=10
split_feature=7 8 7 4 2 3 12 13 2 2 9 6 1 2 0 6 12 2 3 2 4 3 7 0 0 2 1 2 2 0
split_gain=1.74208 1.09614 1.05463 0.984715 0.88164 0.778303 0.50114 0.955364 0.666117 0.758941 0.644397 0.951231 0.820433 0.630391 0.540987 0.535493 0.455314 0.576994 0.423547 0.41402 0.346504 0.344492 0.539928 0.347293 0.346428 0.332472 0.354037 0.351265 0.300043 0.31632
threshold=0 1 2 390.00000000000006 21.500000000000004 1988.5000000000002 3 4 28.500000000000004 14.500000000000002 5 6 4.5000000000000009 1.5000000000000002 42.710000000000008 7 8 11.500000000000002 2002.5000000000002 21.500000000000004 5157000000.000001 2014.5000000000002 9 35.850000000000009 16.750000000000004 69.500000000000014 5.5000000000000009 50.500000000000007 20.500000000000004 18.500000000000004
decision_type=9 9 9 10 10 10 9 9 10 10 9 9 10 10 10 9 9 8 10 10 8 10 9 10 10 10 10 8 10 10
left_child=3 -2 16 4 -1 -6 7 -4 9 13 11 12 -8 -9 -13 21 17 -3 19 -14 -17 22 23 24 -12 26 27 28 -19 -30
right_child=1 2 6 -5 5 -7 10 8 -10 -11 15 14 18 -15 -16 20 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.0665855852057032e-06 2.5742683936081586e-05 3.9329509001382396e-06 3.3312971549778435e-06 -9.8476338150506169e-05 -1.3878995976645761e-06 -5.5920063774939553e-05 7.7222522261564264e-05 -0.00017389148570375219 -1.4589733373509786e-06 -0.00015772581380812755 -1.6889852049707275e-07 0.00063469284548625324 -0.00021751725614840525 -1.5556484108780189e-06 -8.0334632983969961e-05 -7.6115512588435482e-05 1.5112434903863836e-06 -3.8866031775174787e-05 -0.00012373596247787296 1.3096231742898029e-05 -2.3619725005226928e-06 -6.9565607658744737e-06 9.5625502768908086e-06 -6.7740762372408989e-06 9.0417069626319431e-06 3.2568861445720766e-06 2.889484812743076e-07 -1.2343726746345727e-05 -2.6066888681265236e-07 9.6433345874350499e-05
leaf_weight=104 254 79 123 47 29 26 28 44 121 46 79 129 34 89 41 43 312 34 26 25 287 61 527 46 31 98 41 43 47 39
leaf_count=104 254 79 123 47 29 26 28 44 121 46 79 129 34 89 41 43 312 34 26 25 287 61 527 46 31 98 41 43 47 39
internal_value=5.86232e-05 0.000331629 6.92433e-05 -0.0033917 -0.002025 -0.00607143 -0.000446678 -0.00163134 -0.00282958 -0.00446667 -6.72513e-05 -0.00172789 -0.00441935 -0.00289552 0.000220995 0.00038341 0.00138068 0.000418367 -0.00674419 -0.00473333 -0.000938416 0.000974835 0.00124561 -0.000814371 0.00036036 -0.000369637 -0.0012878 -0.00212195 -0.000991735 0.000275862
internal_weight=2933 2727 2473 206 159 55 1780 423 300 179 1357 283 113 133 170 1074 693 381 85 59 330 744 683 156 110 302 204 163 120 86
internal_count=2933 2727 2473 206 159 55 1780 423 300 179 1357 283 113 133 170 1074 693 381 85 59 330 744 683 156 110 302 204 163 120 86
cat_boundaries=0 18 38 56 57 58 60 61 62 64 81
cat_threshold=3 0 1610612736 0 524288 8194 33554432 268435456 0 0 8192 0 0 0 67108864 32 128 128 16 0 0 0 65536 0 0 0 1 32768 0 2052 10240 1049600 0 0 0 0 0 8192 268435456 1 33554432 2623488 32 134217728 0 139264 67584 8192 32 0 144 0 0 0 0 256 67135552 4 1 8244 268 332 16916802 32 0 0 0 4 0 0 131072 0 0 0 0 0 0 0 0 0 1073741824
is_linear=0
shrinkage=0.04


Tree=416
num_leaves=31
num_cat=12
split_feature=8 7 11 7 9 8 2 13 6 2 15 3 9 2 2 2 1 3 3 3 6 1 11 2 5 2 2 5 2 2
split_gain=1.54063 0.977775 0.763716 0.533351 0.748455 0.65273 0.486938 0.594197 0.496892 0.431708 0.419021 0.399422 0.364583 0.356365 0.313123 0.35114 0.307957 0.282959 0.450738 0.285548 0.277886 0.362254 0.636086 0.409358 0.357443 0.349385 0.688183 0.271667 0.260015 0.304241
threshold=0 1 2 3 4 5 3.5000000000000004 6 7 23.500000000000004 8 1988.5000000000002 9 9.5000000000000018 11.500000000000002 30.500000000000004 4.5000000000000009 1998.5000000000002 2017.5000000000002 2009.5000000000002 10 5.5000000000000009 11 57.500000000000007 1.0000000180025095e-35 29.500000000000004 14.500000000000002 2.5000000000000004 15.500000000000002 37.500000000000007
decision_type=9 9 9 9 9 9 8 9 9 10 9 10 9 10 8 8 10 10 10 10 9 10 9 8 10 8 10 8 10 10
left_child=27 11 9 12 20 -6 -7 8 13 -3 17 16 28 -8 -12 -16 -2 -9 19 -19 25 22 23 -22 -23 26 -5 -1 -4 -30
right_child=1 2 3 4 5 6 7 10 -10 -11 14 -13 -14 -15 15 -17 -18 18 -20 -21 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.1245822646338986e-06 -4.4700317206228578e-05 -2.5754719552059584e-07 -1.3363858776536529e-06 4.1110843529421739e-05 4.4528024682194442e-06 2.1338232398144265e-05 -2.9282510391794938e-05 4.8934767579601179e-06 9.8190357608493043e-07 -7.7666109827652179e-05 9.8311642786207427e-05 -4.7561397699124955e-05 6.8277932033534398e-06 -1.6625977780447017e-06 -9.3446047836759645e-05 -3.9667815414655645e-07 -2.1496536534708256e-06 1.7484619371101544e-05 7.0266778198829183e-05 -0.00024545787724486424 -3.1238316207000133e-05 -1.6058314836997962e-05 1.7089474419155525e-06 2.3117885604084262e-06 -6.5044992493999938e-06 0.00011075539767387689 -2.2291903492697931e-05 0.0002745807587821078 3.4229205443448947e-06 4.9485469666715534e-07
leaf_weight=66 27 50 127 62 259 76 28 198 188 56 35 25 170 176 48 189 56 40 28 25 196 30 180 31 40 32 27 177 89 204
leaf_count=66 27 50 127 62 259 76 28 198 188 56 35 25 170 176 48 189 56 40 28 25 196 30 180 31 40 32 27 177 89 204
internal_value=6.1308e-05 -0.000219016 -5.54912e-05 9.32103e-05 -0.000235913 0.000307456 -0.000149712 -0.000397489 -0.00156824 -0.00321368 0.000439025 -0.00376471 0.00113145 -0.00290233 -0.000678445 -0.00122689 -0.00271429 0.0014702 -0.000297872 -0.00212121 -0.00139245 -0.00182787 -0.00140196 -0.0027395 -0.00450704 0.000333333 -0.000933333 0.00303937 0.000464037 0.00112925
internal_weight=2935 2692 2584 2478 1888 1290 1031 955 392 106 563 108 590 204 272 237 83 291 93 65 598 477 407 227 70 121 89 243 420 293
internal_count=2935 2692 2584 2478 1888 1290 1031 955 392 106 563 108 590 204 272 237 83 291 93 65 598 477 407 227 70 121 89 243 420 293
cat_boundaries=0 30 47 50 67 69 92 93 94 95 97 98 99
cat_threshold=0 0 0 0 73728 0 0 0 0 32768 0 2052 64 1049600 0 0 0 0 0 8192 0 524288 0 0 0 16384 0 0 524288 8192 1 0 1073741824 512 0 0 0 268435456 0 0 0 0 0 0 67108864 32 1073741952 3 2147483680 2049 268435458 0 100663296 2105348 0 134217730 0 131072 33554432 134225920 8192 64 67108864 268435456 0 0 16 384 20500 16 12 0 134217728 0 0 262144 0 0 0 0 131072 8192 0 0 4096 0 0 0 0 128 0 4194304 2 280 67108864 0 10240 192 16388
is_linear=0
shrinkage=0.04


Tree=417
num_leaves=31
num_cat=9
split_feature=7 0 12 7 3 0 12 0 9 0 0 0 0 0 17 13 0 3 3 0 0 5 12 1 1 0 3 3 1 7
split_gain=1.46993 0.896307 0.884125 0.912183 0.855674 0.770793 0.570134 0.820385 0.58541 0.529085 0.666424 0.464585 0.360514 0.414587 0.344413 0.337684 0.621035 0.330242 0.327731 0.288047 0.535529 0.278705 0.249754 0.234269 0.233288 0.247366 0.203907 0.187381 0.180673 0.161853
threshold=0 40.250000000000007 1 2 2003.5000000000002 12.250000000000002 3 47.250000000000007 4 35.250000000000007 23.500000000000004 45.425000000000004 42.710000000000008 39.07500000000001 5 6 36.400000000000006 2003.5000000000002 2013.5000000000002 16.750000000000004 18.500000000000004 1.0000000180025095e-35 7 5.5000000000000009 5.5000000000000009 40.250000000000007 2012.5000000000002 2016.5000000000002 5.5000000000000009 8
decision_type=9 8 9 9 8 10 9 10 9 10 10 10 10 10 9 9 10 10 10 10 10 10 9 8 10 10 10 10 10 9
left_child=1 4 11 22 -1 -5 14 8 12 10 -6 15 13 -8 -7 19 -17 21 24 -2 -21 -11 29 -10 25 -16 -22 -24 -9 -4
right_child=2 -3 3 5 9 6 7 28 23 17 -12 -13 -14 -15 18 16 -18 -19 -20 20 26 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.9973029294580621e-05 -2.6933193873238416e-07 -7.3145308625998461e-05 3.2059870636327648e-09 -6.378763297334124e-06 -1.1628769841578687e-07 -8.7646592078959503e-05 -0.00012928192473862974 -3.5847293607264007e-05 6.4981551567206432e-06 -7.5663900562603216e-06 -2.378591922669665e-05 4.3674179218056088e-05 -7.6449348925537741e-05 1.3338504262555237e-05 9.0275355906600539e-06 0.00045649220081380229 -0.00013824751053251921 9.4838005495569442e-05 -3.0824060047448908e-05 5.9246282177328616e-06 -3.2716776133420369e-06 4.5076633181453558e-05 1.8073185241368592e-06 0.00012302003188053662 -3.3109759273380057e-06 -4.7304109655118434e-05 -5.3934016805032242e-05 -7.770611402812481e-06 -1.9359385530436415e-05 1.3974565638565778e-06
leaf_weight=34 70 39 122 44 65 117 31 38 567 74 29 26 44 74 219 67 36 36 29 25 176 43 424 167 43 47 35 25 34 118
leaf_count=34 70 39 122 44 65 117 31 38 567 74 29 26 44 74 219 67 36 36 29 25 176 43 424 167 43 47 35 25 34 118
internal_value=9.38256e-05 -0.00241692 0.00041406 0.000748375 -0.00168794 0.000174744 0.000340184 0.000890269 0.00123529 -0.000854839 -0.0032 -0.00121076 -0.001025 0.000188679 -0.00081545 -0.00157073 0.00045614 0.000597403 -0.000137536 -0.00219558 -0.0015865 -0.000440678 0.00193714 0.00168591 0.000245161 0.000689139 -0.00224528 0.00251304 -0.00317808 0.000796813
internal_weight=2898 320 2578 2143 281 1454 1410 955 883 247 94 435 149 105 455 409 103 153 338 306 236 117 689 734 309 266 211 449 72 240
internal_count=2898 320 2578 2143 281 1454 1410 955 883 247 94 435 149 105 455 409 103 153 338 306 236 117 689 734 309 266 211 449 72 240
cat_boundaries=0 18 20 34 35 37 38 39 40 49
cat_threshold=131074 0 1677729792 524288 524288 2 0 0 33554432 0 0 256 0 0 67108864 32 1073741952 128 16908288 32 268435456 145 0 2359296 0 0 131072 4333568 65536 8192 8224 0 0 268435456 91200 0 24576 40 6 51456 0 0 0 0 0 0 131072 0 65536
is_linear=0
shrinkage=0.04


Tree=418
num_leaves=31
num_cat=10
split_feature=8 12 8 3 0 6 0 12 0 5 12 1 3 1 1 11 4 4 3 0 0 13 11 0 3 8 0 1 4 3
split_gain=0.890095 0.620967 0.545131 0.450196 0.337094 0.317824 0.962341 0.484793 0.480333 0.372504 0.366627 0.426711 0.365302 0.281235 0.278712 0.271442 0.317034 0.278004 0.268305 0.25061 0.244653 0.241674 0.240103 0.225556 0.212014 0.197896 0.176002 0.166766 0.166417 0.160222
threshold=0 1 2 2019.5000000000002 32.500000000000007 3 30.500000000000004 4 38.20000000000001 9.0000000000000018 5 5.5000000000000009 1999.5000000000002 5.5000000000000009 3.5000000000000004 6 5965.0000000000009 680725000.00000012 2009.5000000000002 44.07500000000001 44.07500000000001 7 8 39.07500000000001 2011.5000000000002 9 36.900000000000006 4.5000000000000009 16000.000000000002 2019.5000000000002
decision_type=9 9 9 8 10 9 8 9 8 8 9 10 8 10 8 9 10 10 10 10 10 9 9 10 10 9 10 10 8 8
left_child=15 22 3 -3 -5 7 -7 14 27 -9 -10 12 -12 18 -4 23 -17 -18 -11 26 -19 24 -2 -1 -14 -24 -16 -8 -28 -27
right_child=1 2 5 4 -6 6 8 9 10 13 11 -13 21 -15 19 16 17 20 -20 -21 -22 -23 25 -25 -26 29 28 -29 -30 -31
leaf_value=3.21518380158622e-05 8.243759603939367e-06 -0.00016194775453013099 -1.1506029840153195e-06 4.3575542428562661e-07 -9.2123434480774924e-06 -3.579407811499655e-05 0.002224792753091607 2.4250946012152708e-05 -5.2655120967527048e-05 -2.6701645014005714e-06 -2.2783329400943505e-05 0.00033589574581971828 -1.8775124472680815e-05 3.0350096475866378e-06 1.582414849794188e-07 6.4888408262733758e-06 -0.00039497310796489507 -1.0799808185647795e-05 7.9108407912983518e-05 -1.1353987638495593e-05 0.00023445313374489678 2.5583995871982674e-06 1.018408483316629e-06 -3.2125469363329743e-06 -6.6546320309169741e-05 5.0736843448424327e-05 -1.3917920190160508e-06 6.9458046089064678e-06 0.00034703822361765172 -8.8135187669177086e-06
leaf_weight=27 107 27 29 63 77 29 41 62 141 311 36 46 103 87 214 485 25 44 43 32 56 162 112 76 26 27 25 30 184 165
leaf_count=27 107 27 29 63 77 29 41 62 141 311 36 46 103 87 214 485 25 44 43 32 56 162 112 76 26 27 25 30 184 165
internal_value=7.18978e-05 -0.000330593 -0.000656548 -0.00276404 -0.00198582 -0.000419355 -0.0011264 2.80563e-05 -0.000784983 -0.000832685 -0.00121165 -0.000489583 -0.00101219 -0.00125792 0.000921212 0.00128729 0.00161031 -0.00015873 -0.00175775 0.00118421 0.000792079 -0.000534246 0.00105213 -0.000596491 -0.00174286 0.000431746 0.0014434 0.00227778 0.00226667 -0.00035468
internal_weight=2892 2179 1768 167 140 1601 614 987 585 503 514 373 327 441 484 713 610 125 354 455 100 291 411 103 129 304 423 71 209 192
internal_count=2892 2179 1768 167 140 1601 614 987 585 503 514 373 327 441 484 713 610 125 354 455 100 291 411 103 129 304 423 71 209 192
cat_boundaries=0 27 29 50 51 52 53 55 56 57 80
cat_threshold=1073741824 2052 0 134217728 65536 0 262144 0 1 32768 0 131076 2048 1049088 0 0 0 0 0 10240 256 0 0 0 0 268484608 68 1068032 2 268435456 0 4 0 1073741824 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 128 330 83894562 16810272 49152 1024 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=419
num_leaves=31
num_cat=6
split_feature=8 0 12 0 1 10 1 2 2 8 11 2 2 2 0 3 0 0 3 15 0 0 2 1 3 3 2 2 2 2
split_gain=1.66265 1.25201 0.73632 0.726388 0.508809 0.343929 0.350303 0.486836 0.446151 0.33998 0.326442 0.744371 0.503874 0.699014 0.447219 0.39171 0.394359 0.328581 0.323966 0.416475 0.283941 0.545635 0.321747 0.308272 0.261092 0.297036 0.278657 0.5055 0.233945 0.232757
threshold=0 36.900000000000006 1 9.5000000000000018 3.5000000000000004 2 2.5000000000000004 18.500000000000004 40.500000000000007 3 4 89.500000000000014 29.500000000000004 8.5000000000000018 35.850000000000009 2013.5000000000002 30.500000000000004 18.500000000000004 2010.5000000000002 5 39.07500000000001 23.500000000000004 12.500000000000002 4.5000000000000009 2018.5000000000002 1992.5000000000002 27.500000000000004 44.500000000000007 74.500000000000014 44.500000000000007
decision_type=9 10 9 10 10 9 10 8 10 9 9 10 8 10 10 10 10 10 8 9 10 10 8 10 8 10 10 10 10 8
left_child=1 -1 3 -2 -5 9 -7 -8 -9 20 15 12 13 14 -12 16 -6 29 -18 -20 21 -4 -22 -24 25 -11 -27 -28 -3 -14
right_child=2 28 5 4 10 6 7 8 -10 24 11 -13 17 -15 -16 -17 18 -19 19 -21 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-5.1808846319373688e-05 -2.8487928160516126e-06 -5.8821913021097782e-06 2.9614507907496634e-07 0.00027635362050985028 2.5552314444290682e-06 0.00049245506525164029 0.00014349377404318579 -0.00040479414958168063 1.8446525137181162e-05 0.00037233607643755813 8.9670456720539413e-07 3.4590489534990018e-06 -3.1520460563582226e-07 8.4145868367171156e-08 -0.00039100646364666788 0.0011980946771459233 4.4499494743830948e-05 -2.1559530709850525e-05 -2.9252003714888047e-05 1.5658385102268105e-06 -1.4391376226845745e-05 -1.2725085051876824e-05 -2.1011397360527077e-05 3.1537153216263447e-05 2.0795145138716068e-06 7.9494273670189342e-05 -0.00019785209349572452 -7.9768490273403502e-07 -1.6113049166720191e-05 2.2336243432619087e-08
leaf_weight=40 46 132 61 111 32 64 50 39 27 29 26 100 33 139 34 40 47 76 125 106 35 30 34 108 1028 110 26 93 36 33
leaf_count=40 46 132 61 111 32 64 50 39 27 29 26 100 33 139 34 40 47 76 125 106 35 30 34 108 1028 110 26 93 36 33
internal_value=2.76722e-05 -0.0033242 0.000300037 -0.000592283 -0.000345515 0.000788539 -0.000837696 -0.00218803 -0.00441791 0.00098147 -0.00070202 -0.00140708 -0.00232749 -0.00102 -0.00459016 0.000221607 -0.000257235 -0.00413986 -0.00074552 -0.00136207 -0.000315412 -0.00213043 0.000606742 0.00145455 0.00125212 0.000123552 -0.000365217 -0.0017 -0.00194083 -0.00202985
internal_weight=2890 208 2682 948 902 1734 180 116 66 1554 791 441 341 199 60 350 310 142 278 231 268 91 177 142 1286 258 229 119 168 66
internal_count=2890 208 2682 948 902 1734 180 116 66 1554 791 441 341 199 60 350 310 142 278 231 268 91 177 142 1286 258 229 119 168 66
cat_boundaries=0 27 29 30 54 55 56
cat_threshold=0 2048 4 0 1073741824 0 0 2147483648 0 32768 0 33556480 8192 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 64 16942112 34 288 0 0 0 0 2147483648 1 0 0 0 0 0 0 0 512 268435456 4096 0 0 4096 0 128 0 4194304 8 4 67108864
is_linear=0
shrinkage=0.04


Tree=420
num_leaves=31
num_cat=12
split_feature=7 7 4 12 5 12 13 6 4 11 7 0 0 6 5 3 0 12 0 1 5 1 3 7 0 1 12 0 3 0
split_gain=1.89665 0.74453 0.568496 0.565638 0.554434 0.468377 0.754554 0.345509 0.340165 0.363577 0.89364 0.607829 0.614854 0.534625 0.821191 0.589458 0.318131 0.463544 0.441571 0.295106 0.284129 0.352069 0.266227 0.24994 0.665318 0.722629 0.323067 0.323197 0.24796 0.229611
threshold=0 1 1972110000.0000002 2 5.5000000000000009 3 4 5 293.00000000000006 6 7 37.750000000000007 15.500000000000002 8 9.0000000000000018 2010.5000000000002 40.250000000000007 9 42.710000000000008 5.5000000000000009 1.5000000000000002 4.5000000000000009 2008.5000000000002 10 30.500000000000004 3.5000000000000004 11 36.400000000000006 1998.5000000000002 39.07500000000001
decision_type=9 9 8 9 8 9 9 9 8 9 9 10 10 9 8 10 8 9 10 8 8 8 10 9 10 10 9 10 10 10
left_child=2 3 -1 22 -4 6 20 19 -7 10 -10 12 -12 15 -15 23 17 -16 -18 -8 -3 -22 -2 24 -11 -26 27 -25 29 -23
right_child=1 5 4 -5 -6 8 7 -9 9 13 11 -13 -14 14 16 -17 18 -19 -20 -21 21 28 -24 26 25 -27 -28 -29 -30 -31
leaf_value=1.209098374508002e-05 2.1094415746603091e-06 -4.6887689981180115e-05 5.2637754112593828e-06 8.7439546572969323e-06 -2.7428168196255771e-05 2.1061940277574823e-05 4.2068885990320381e-07 2.3000407537732494e-05 4.4968948394171538e-07 3.9775994657986758e-07 -7.1447034701249724e-07 -1.5067733100634233e-05 3.3340038568897693e-06 -4.3334641975834128e-05 -2.7458073988179651e-05 -2.8794857899935325e-05 -2.8937201772006812e-05 0.00010348251972635938 -1.5192578442932513e-05 -0.00011940045309478504 -5.6674921624773722e-06 -8.9399007441531087e-07 -7.1964612405481934e-05 -2.212901595690345e-05 0.00019493743953466071 -1.3040006625488792e-05 1.4333388139725662e-05 1.2703536731403595e-05 -4.4715223770905242e-05 1.6433167254171077e-05
leaf_weight=37 305 26 37 293 142 56 81 124 154 41 77 69 75 57 122 70 33 185 103 27 31 81 26 28 42 33 221 221 61 92
leaf_count=37 305 26 37 293 142 56 81 124 154 41 77 69 75 57 122 70 33 185 103 27 31 81 26 28 42 33 221 221 61 92
internal_value=-8.13282e-05 0.000209836 -0.00359471 0.00141102 -0.00468889 -0.000150872 -0.00117603 0.000526749 0.000192741 8.09401e-05 -0.000984456 -0.00256897 -0.0012549 0.000431877 -0.000547945 0.00117541 2.70272e-05 0.00074026 -0.00157664 -0.00107563 -0.00250331 -0.00218045 0.000245614 0.00160818 -0.000125984 -0.00236842 0.00199584 0.000907692 -0.00163404 -0.000850575
internal_weight=2950 2734 216 624 179 2110 523 232 1587 1531 375 221 152 1156 500 656 443 307 136 108 291 265 331 586 116 75 470 249 234 173
internal_count=2950 2734 216 624 179 2110 523 232 1587 1531 375 221 152 1156 500 656 443 307 136 108 291 265 331 586 116 75 470 249 234 173
cat_boundaries=0 18 36 38 39 40 41 42 51 52 54 66 67
cat_threshold=0 268435456 1610612736 524800 524288 8194 0 268435456 33554432 0 0 256 0 0 67108864 32 128 256 268435458 1 1310720 2097152 2 0 131072 8192 0 8224 0 0 0 268435456 0 0 4112 512 82210 32 84020288 10 76 49184 0 0 0 0 0 0 0 131072 2048 284 1122336 32 0 0 0 4 0 0 0 131072 2048 0 32 128 98306
is_linear=0
shrinkage=0.04


Tree=421
num_leaves=31
num_cat=12
split_feature=7 12 8 7 2 12 2 8 3 12 7 2 2 6 15 0 12 2 2 2 4 2 0 0 12 2 2 2 2 2
split_gain=1.85735 1.75723 1.01766 1.03323 0.945599 0.748994 0.70938 0.585495 0.544939 0.500837 0.490283 0.585223 0.467318 0.417542 0.462221 0.459578 0.416667 0.523708 0.922118 0.404002 0.402038 0.39027 0.387205 0.354746 0.345021 0.348317 0.326663 0.319268 0.317983 0.262347
threshold=0 1 2 3 21.500000000000004 4 36.500000000000007 5 1998.5000000000002 6 7 25.500000000000004 42.500000000000007 8 9 23.500000000000004 10 14.500000000000002 37.500000000000007 74.500000000000014 16098220000.000002 70.500000000000014 42.710000000000008 33.175000000000004 11 64.500000000000014 5.5000000000000009 65.500000000000014 3.5000000000000004 6.5000000000000009
decision_type=9 9 9 9 8 9 10 9 10 9 9 8 10 9 9 10 9 8 8 10 8 8 8 10 9 8 10 10 8 10
left_child=1 -1 24 -4 8 10 -6 9 26 27 11 -5 29 -12 15 -15 20 -18 -19 -8 -9 -13 23 -20 25 -2 -3 -7 -22 -11
right_child=2 4 3 5 6 7 19 16 -10 12 13 21 -14 14 -16 -17 17 18 22 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.0450815337393543e-05 1.85093195588282e-06 -3.5946194614009198e-05 0.00011976408819794046 4.9218741431820021e-06 -0.00021029515459012064 -5.2084466848197201e-07 -8.3815385436125046e-06 -0.00010207547075273191 0.00036526979210005551 -2.151179394175341e-05 -6.1588290850859185e-06 -2.1827835273457042e-05 -2.2254225232982259e-06 1.6892293833507427e-07 2.5774718465538973e-06 -5.2310749562420659e-06 3.4845178507766632e-06 -0.00012805479293582437 -4.405761191536731e-05 -1.7668554552110549e-05 -0.00018823188717241875 -4.5281919213364211e-06 -0.00043364027828268515 3.9951112858202205e-05 7.3260091859346945e-06 -7.9997998008563039e-06 -3.7426513571831286e-05 1.4043426712572532e-06 1.9352107255215858e-05 -1.5505685471181389e-07
leaf_weight=103 105 26 236 46 32 201 27 94 25 37 105 30 53 76 365 31 159 90 37 42 28 30 31 130 226 25 60 53 331 99
leaf_count=103 105 26 236 46 32 201 27 94 25 37 105 30 53 76 365 31 159 90 37 42 28 30 31 130 226 25 60 53 331 99
internal_value=-0.000282208 -0.00312883 7.30317e-05 -0.000242851 -0.00516592 -0.000538046 -0.00819608 -0.00108419 -0.00282143 -0.00226432 0.000536023 -0.00184615 -0.00382 0.001 0.00150725 -0.000779661 -0.000482986 -0.00133624 -0.00238062 -0.00577143 0.00037069 -0.00459016 -0.000844221 -7.14284e-05 0.00202725 0.000283688 -0.00432184 -0.000996226 0.000988889 -0.00274453
internal_weight=2933 315 2618 2262 212 2026 101 1343 111 443 683 106 189 577 472 107 900 447 288 69 453 60 198 167 356 130 86 254 359 136
internal_count=2933 315 2618 2262 212 2026 101 1343 111 443 683 106 189 577 472 107 900 447 288 69 453 60 198 167 356 130 86 254 359 136
cat_boundaries=0 18 20 46 63 65 95 97 114 115 116 117 118
cat_threshold=3 0 1073741824 524288 589824 8258 0 536870912 33554432 0 0 320 0 0 67108864 32 1073741952 384 26688 32 268435456 0 0 0 0 0 262144 0 0 0 0 4 0 0 268435456 0 0 0 0 10240 256 0 4194304 0 0 268435456 268435456 1 1048576 2097152 2 0 0 8192 0 134217744 0 2097152 144 268435456 0 0 16 1133600 2 16 4 4 0 2147483648 0 0 0 0 32768 0 0 0 0 0 0 0 0 4096 0 128 0 16777216 0 0 0 0 0 524288 4096 41216 32 0 128 0 0 0 0 0 0 67584 0 0 0 0 0 0 0 4096 82 2149580800 67240002 67239938
is_linear=0
shrinkage=0.04


Tree=422
num_leaves=31
num_cat=10
split_feature=7 13 7 11 0 4 3 14 6 0 0 7 4 0 3 0 3 3 3 3 0 0 1 13 11 11 5 0 0 0
split_gain=1.52586 0.831263 0.692282 0.415649 0.387992 0.360517 0.317235 0.301075 0.381853 0.831169 0.286208 0.238122 0.535714 0.685733 0.429765 0.384839 0.273407 0.377287 0.340673 0.356612 0.593623 0.18755 0.17617 0.253695 0.361029 0.307584 0.383955 0.184275 0.618172 0.24611
threshold=0 1 2 3 40.250000000000007 260.00000000000006 2014.5000000000002 4 5 42.250000000000007 54.500000000000007 6 48265265000.000008 23.500000000000004 2012.5000000000002 12.250000000000002 2002.5000000000002 2005.5000000000002 2010.5000000000002 2014.5000000000002 39.07500000000001 32.500000000000007 5.5000000000000009 7 8 9 7.0000000000000009 27.750000000000004 38.57500000000001 40.250000000000007
decision_type=9 9 9 9 10 10 10 9 9 10 10 9 8 10 8 8 10 10 10 10 8 10 8 9 9 9 8 10 10 10
left_child=1 -1 4 6 -2 -3 -4 10 -9 -10 11 12 -5 -14 -15 -13 22 -18 -19 -20 -21 -16 23 24 -17 26 -25 -24 -29 -30
right_child=2 5 3 7 -6 -7 -8 8 9 -11 -12 15 13 14 21 16 17 18 19 20 -22 -23 27 25 -26 -27 -28 28 29 -31
leaf_value=-1.1942970479663688e-06 0.00038531584096446019 -1.3194877197243897e-05 4.5366090257784427e-06 3.0720520677951252e-05 3.0478374395034533e-06 -4.8466380785624467e-05 -1.6934039153641999e-06 0.00025349637601973084 9.9402307755658185e-07 -0.00043338700525736608 -3.2968080409113301e-05 -1.1481636318652037e-05 -1.3082594937266418e-08 -3.7998381679292084e-06 -2.417459353710794e-06 7.219445752486217e-06 -6.5413371557066681e-05 3.6142542240255593e-05 -6.2558134940964415e-05 -1.3466143277896623e-05 1.750475918999794e-05 -1.2345311895953676e-05 2.4972752464369834e-06 2.0688883215231869e-05 -3.6406305990864662e-07 1.0414860570302705e-06 -8.7880722048905359e-06 -0.00019856389092442507 7.8699331788197055e-05 -1.7532360438807599e-05
leaf_weight=115 150 102 172 42 94 25 34 109 270 37 28 33 209 46 27 249 41 61 35 29 104 94 48 97 146 162 194 30 103 56
leaf_count=115 150 102 172 42 94 25 34 109 270 37 28 33 209 46 27 249 41 61 35 29 104 94 48 97 146 162 194 30 103 56
internal_value=-0.00016038 -0.00313043 0.000118038 -8.75556e-05 0.00210196 -0.00530435 0.00158525 -0.000247678 0.000711944 -3.77357e-05 -0.000468293 -0.000407305 -0.00123077 -0.00174005 -0.00364286 -0.000148677 -4.42476e-05 -0.00118081 -0.00053913 -0.00146746 -0.000507463 -0.00488525 0.000239411 0.000508834 0.00123153 -0.000146552 -0.000913907 -0.000722689 -0.00128421 -0.000275
internal_weight=2942 242 2700 2456 244 127 206 2250 416 307 1834 1806 418 376 167 1388 1355 270 229 168 133 121 1085 848 395 453 291 237 189 159
internal_count=2942 242 2700 2456 244 127 206 2250 416 307 1834 1806 418 376 167 1388 1355 270 229 168 133 121 1085 848 395 453 291 237 189 159
cat_boundaries=0 18 19 36 39 40 41 53 54 56 57
cat_threshold=3 0 570425344 524288 0 8256 33554432 536870912 0 0 0 256 0 0 67108864 32 1073741824 128 2 268435456 1 0 262144 65536 0 0 8192 0 134217728 8192 2097216 0 268435456 0 0 4112 0 2148598784 4096 139265 276 131072 0 1073750016 4 2 134217728 0 131072 2048 0 0 128 12 4 512 4
is_linear=0
shrinkage=0.04


Tree=423
num_leaves=31
num_cat=12
split_feature=7 8 8 12 14 2 2 9 9 10 2 4 2 1 4 2 2 2 2 4 9 2 2 12 6 2 12 1 0 0
split_gain=1.66842 1.0827 0.857456 1.0609 0.633182 1.08503 0.639949 0.600888 0.597796 0.551795 0.502999 0.543268 0.531559 0.48406 0.478077 0.475156 0.467041 0.463067 0.41025 0.535913 0.596102 0.788051 0.501075 0.387657 0.439138 0.484755 0.375362 0.364111 0.372087 0.41196
threshold=0 1 2 3 4 49.500000000000007 7.5000000000000009 5 6 7 21.500000000000004 55065260000.000008 16.500000000000004 5.5000000000000009 86.000000000000014 48.500000000000007 7.5000000000000009 70.500000000000014 14.500000000000002 313.50000000000006 8 35.500000000000007 85.500000000000014 9 10 2.5000000000000004 11 5.5000000000000009 30.500000000000004 36.400000000000006
decision_type=9 9 9 9 9 10 10 9 9 9 10 8 8 8 10 8 10 8 8 10 9 8 8 9 9 10 9 10 10 10
left_child=8 -2 10 7 5 6 -5 17 -1 23 12 -12 14 15 -3 -11 -10 -4 -6 20 26 -22 -23 24 -9 -26 -20 28 -28 -30
right_child=1 2 3 4 18 -7 -8 9 16 13 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-6.2093951432869477e-06 8.3827376854472025e-06 -8.8712511462261321e-06 -7.6748880627073014e-06 -8.3637764176600632e-05 8.4388232729639084e-07 -5.0626593700010384e-05 8.5024923493279343e-06 0.00022323041681991519 -3.2105319994234353e-06 -0.00011396211470492139 -2.5837966448572967e-06 -9.2726162995559093e-06 4.7883973059741082e-05 0.00041902256987062764 0.00025821295610489622 0.00015588022398595349 -4.7913902021381003e-05 5.2058410901463512e-06 2.4186104100674433e-07 5.6337138870550285e-05 -0.00037961124240243614 6.8983400167968586e-05 -0.00017363795363463754 4.5543316437048969e-06 3.5539965865390339e-05 -9.3937038640856962e-07 -2.8095793389582015e-07 3.4385112458958934e-06 0.0004283141554439142 -1.4732559388618599e-05
leaf_weight=128 231 80 82 52 355 35 27 159 33 45 51 84 65 32 25 27 74 29 300 60 55 31 33 353 42 247 49 25 29 80
leaf_count=128 231 80 82 52 355 35 27 159 33 45 51 84 65 32 25 27 74 29 300 60 55 31 33 353 42 247 49 25 29 80
internal_value=-0.000180884 0.000108389 -0.000142915 0.000142725 -0.000697023 -0.003392 -0.00105 0.00107498 -0.00333333 0.00141921 -0.00208861 -0.00397059 -0.000701754 -0.00125217 -0.00245283 -0.00317808 -0.00552542 -0.00160656 -0.000361868 -0.000953243 -0.00131343 -0.00372308 -0.000984615 0.00177833 0.000941177 -1.33332e-05 -0.000623482 -0.002 -0.00281761 -0.00149091
internal_weight=2918 2683 2452 2147 1131 114 79 1016 235 905 305 135 170 104 105 72 107 111 1017 662 602 119 64 801 448 289 483 183 158 109
internal_count=2918 2683 2452 2147 1131 114 79 1016 235 905 305 135 170 104 105 72 107 111 1017 662 602 119 64 801 448 289 483 183 158 109
cat_boundaries=0 18 44 73 74 75 77 79 80 82 83 84 86
cat_threshold=0 16 0 524800 0 8256 33554432 536870912 33554432 0 0 256 0 0 67108864 32 1073741952 128 268435456 0 0 0 2147549184 1 0 0 1 0 0 4 0 0 0 0 0 0 0 10240 0 0 4194304 0 0 16384 1073741824 8 4 0 0 0 0 0 0 32768 0 0 8256 512 0 0 0 0 4096 0 2147483648 0 0 8 0 0 0 0 524288 1076482 131089 1 16384 0 6144 256 0 30720 1282 194 67174496 32
is_linear=0
shrinkage=0.04


Tree=424
num_leaves=31
num_cat=13
split_feature=8 8 7 3 2 10 4 2 12 4 9 4 0 2 2 2 3 9 2 15 12 2 2 2 12 13 8 2 0 6
split_gain=1.72061 1.15773 0.800535 0.771966 0.674347 0.472668 0.689951 0.787194 0.61359 0.467133 0.44494 0.86861 0.797947 0.577616 0.519735 0.492849 0.463377 0.400876 0.394935 0.393637 0.376219 0.375334 0.311256 0.301356 0.30039 0.283665 0.454699 0.280557 0.583182 0.277943
threshold=0 1 2 2014.5000000000002 11.500000000000002 3 21074995000.000004 21.500000000000004 4 15.000000000000002 5 293.00000000000006 35.250000000000007 92.500000000000014 22.500000000000004 90.500000000000014 2014.5000000000002 6 8.5000000000000018 7 8 398.00000000000006 145.50000000000003 22.500000000000004 9 10 11 44.500000000000007 23.500000000000004 12
decision_type=9 9 9 10 8 9 8 10 9 10 9 10 8 10 10 8 8 9 10 9 9 10 10 10 9 9 9 10 10 9
left_child=25 3 20 4 -2 6 -4 -8 10 22 11 13 -12 14 -7 -14 -16 18 -10 24 -3 27 -6 -20 29 -1 -27 28 -22 -19
right_child=1 2 5 -5 9 8 7 -9 17 -11 12 -13 15 -15 16 -17 -18 19 23 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=6.1806289896752036e-06 -9.9993050952941234e-06 4.7041161944648649e-06 0.0015164914501344332 -2.2701455527300019e-05 -7.6517689050856896e-06 -2.4065128714024876e-06 -1.6135891632487187e-05 -0.00010383214034794608 0.00010621267082799085 4.8107619118508155e-05 -1.3289833561142585e-05 -3.2712145928401586e-05 0.00016747466362095246 8.4762697594150552e-06 -6.4334383569348766e-05 -8.4611134307540899e-05 -3.3795175294170956e-07 7.9260923380815114e-07 -1.703749357651481e-05 9.9126301645019698e-06 -5.9262941271878657e-07 -2.3981951293766186e-05 1.6679017050027396e-05 -5.9400334568366535e-06 1.9288658833846994e-06 -1.4857365854531595e-06 7.223887773790657e-06 1.2468597025555294e-05 3.9010665710775155e-05 -5.9400444008555502e-05
leaf_weight=212 84 126 26 27 119 162 43 31 25 42 27 51 176 43 33 40 88 124 25 297 33 25 34 50 292 104 290 68 130 118
leaf_count=212 84 126 26 27 119 162 43 31 25 42 27 51 176 43 33 40 88 124 25 297 33 25 34 50 292 104 290 68 130 118
internal_value=0.000169722 -0.000325106 2.54405e-05 -0.00257413 -0.00201429 -0.000358604 -0.00288288 -0.00512 -0.000176696 -0.000714286 -0.00114105 -0.00198969 0.000204725 -0.00127217 -0.00192958 0.00103226 -0.00390164 0.000471338 -0.0018018 0.000764846 0.00164886 0.000689139 -0.00174026 -0.00342105 0.000102752 0.00204862 0.00132346 0.00122414 0.000317073 -0.000916996
internal_weight=2945 2339 2033 306 279 1651 100 74 1551 195 620 377 243 326 283 216 121 931 100 831 382 256 153 75 534 606 394 231 163 242
internal_count=2945 2339 2033 306 279 1651 100 74 1551 195 620 377 243 326 283 216 121 931 100 831 382 256 153 75 534 606 394 231 163 242
cat_boundaries=0 23 52 69 70 72 74 76 77 78 79 80 101 102
cat_threshold=268435456 0 0 134217728 2147549184 1 0 0 0 0 0 131076 2048 0 268435456 4096 0 0 33554432 10240 384 524288 4194304 0 1050624 4 0 0 0 0 2147483648 0 32768 0 33556480 8192 0 0 0 0 0 4096 2 2147483648 0 0 8 0 16384 0 0 524288 2 0 67108864 2097152 2 0 0 8192 33622016 8224 0 0 16 0 0 0 1073741840 1 16908578 2 0 6160 1 16384 2215641088 17894464 67207232 4 0 0 0 0 2147483648 1 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 256 136
is_linear=0
shrinkage=0.04


Tree=425
num_leaves=31
num_cat=10
split_feature=7 2 12 8 8 3 12 2 10 4 2 3 17 0 12 2 12 7 0 1 2 3 2 2 2 2 1 4 3 3
split_gain=1.30939 0.917846 0.807635 0.797644 0.554913 0.663949 0.405296 0.542424 0.796736 0.577745 0.481287 0.419124 0.373406 0.442949 0.417203 0.502998 0.360548 0.343974 0.336695 0.2904 0.64851 0.310786 0.383761 0.399168 0.315233 0.265865 0.236271 0.4343 0.353065 0.71193
threshold=0 414.00000000000006 1 2 3 1984.5000000000002 4 14.500000000000002 5 5368.5000000000009 22.500000000000004 2014.5000000000002 6 40.250000000000007 7 38.500000000000007 8 9 18.500000000000004 5.5000000000000009 4.5000000000000009 1995.5000000000002 27.500000000000004 80.500000000000014 13.500000000000002 21.500000000000004 5.5000000000000009 14831265000.000002 2007.5000000000002 1999.5000000000002
decision_type=9 8 9 9 9 10 9 8 9 10 10 8 9 10 9 10 9 9 10 10 10 10 10 10 10 10 8 8 8 10
left_child=1 2 -1 -2 5 -5 17 11 9 12 -11 -8 -9 14 15 18 -13 -6 -14 20 -4 22 24 -24 -22 -20 28 -28 29 -19
right_child=3 -3 19 4 6 -7 7 8 -10 10 -12 16 13 -15 -16 -17 -18 26 25 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.0987775924388561e-06 5.8403628945869933e-06 -1.6292911602069482e-05 -6.7899466239270304e-05 -4.0768936245038148e-06 3.0443482048779659e-06 -0.00039019518075718025 0.00080774265120245054 -1.3703535689605373e-05 0.00090342543340029939 -0.00036582501722484066 -1.6718322508290061e-05 -3.8437120383570938e-06 -4.4500827787863197e-07 -3.5155991964423849e-05 1.4279631721536619e-06 3.1991793606861729e-07 5.2996623307821365e-06 1.4415724114646854e-05 -5.0000193162904023e-05 1.8947523354930204e-05 -2.8253996740661338e-06 -1.9091672532378143e-05 8.8562086814544862e-06 -1.8511708723685258e-05 -4.8078008847895611e-06 -0.0002206238243640988 0.00014849778900344628 -5.0743292897938856e-06 1.3515645525124946e-06 -8.1399346913834733e-05
leaf_weight=103 250 26 26 92 135 25 60 111 108 37 55 254 49 62 365 128 143 26 39 33 36 45 48 25 28 25 26 148 438 25
leaf_count=103 250 26 26 92 135 25 60 111 108 37 55 254 49 62 365 128 143 26 39 33 36 45 48 25 28 25 26 148 438 25
internal_value=-0.000119785 -0.00230971 -0.0018087 0.000200613 -3.2176e-05 -0.00259375 0.000114031 -0.000287491 -0.000820408 -0.00121995 -0.00421505 0.000847162 -0.000876923 -0.000483063 -0.000158155 -0.0014127 0.000371859 0.000830655 -0.00340351 -0.003 -0.00367464 -0.00279781 -0.00182609 0.000162162 -0.00406154 -0.00529231 0.000433235 -0.000822857 0.000889796 -0.00223077
internal_weight=2971 370 344 2601 2351 117 2234 1436 979 871 92 457 779 668 606 241 397 798 113 241 208 182 137 73 64 64 663 174 489 51
internal_count=2971 370 344 2601 2351 117 2234 1436 979 871 92 457 779 668 606 241 397 798 113 241 208 182 137 73 64 64 663 174 489 51
cat_boundaries=0 16 18 39 69 71 72 73 74 76 93
cat_threshold=0 0 1677721600 524804 0 8258 0 268435456 33554432 268435488 0 320 0 0 67108864 32 82944 32 268435472 0 0 0 2147549184 1 0 0 1 0 0 4 0 0 0 0 0 0 0 10240 256 0 2048 0 0 0 0 0 2147483648 0 0 0 0 8192 0 0 0 0 0 33554432 0 0 0 0 8 0 0 0 0 0 4096 1148992 2 272 6 84025600 67109922 32 0 129 0 0 0 0 0 536870912 67584 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=426
num_leaves=31
num_cat=13
split_feature=8 3 2 12 8 12 0 9 12 3 6 5 2 12 2 2 8 4 4 6 0 0 9 13 8 2 3 0 2 0
split_gain=1.86127 0.78871 0.673973 0.587639 0.516786 0.498788 0.470584 0.530992 0.580277 0.452422 0.406123 0.561111 0.487544 0.424039 0.822976 1.03973 0.563545 0.551839 0.386726 0.352613 0.763567 0.719193 0.335925 0.320834 0.41966 0.473536 0.290843 0.345581 0.392797 0.281969
threshold=0 2004.5000000000002 31.500000000000004 1 2 3 42.710000000000008 4 5 2014.5000000000002 6 1.5000000000000002 47.500000000000007 7 73.500000000000014 56.500000000000007 8 52809240000.000008 5965.0000000000009 9 35.850000000000009 16.750000000000004 10 11 12 60.500000000000007 2017.5000000000002 39.07500000000001 403.00000000000006 39.07500000000001
decision_type=9 8 8 9 9 9 10 9 9 10 9 10 8 9 10 8 9 8 8 9 10 10 9 9 9 8 8 10 8 10
left_child=1 -1 4 -4 -2 22 7 8 -7 -3 11 13 -12 14 15 -5 17 -15 -10 20 21 -20 -6 24 -18 -26 -14 -28 -29 -16
right_child=2 9 3 10 5 6 -8 -9 18 -11 12 -13 26 16 29 -17 23 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00014303031885166988 1.5390717176704071e-05 -8.0087438258812109e-06 1.4853090139683244e-06 -1.2588444538117294e-06 5.1791151608132423e-06 4.2505913157465024e-06 -4.6199453932129992e-05 0.0001471694984381543 -9.7487324806098006e-06 -1.5868249786841945e-05 -8.7193196772251098e-06 1.3751038398684261e-05 0.002157951638359923 3.2514794620524837e-05 3.4821330642036832e-06 -3.9007340444323456e-05 3.3907140032441725e-07 -1.6754134364228368e-05 -2.6951869237833045e-06 2.8648083649755562e-06 -5.3020582462730334e-05 4.8302353336596338e-06 -6.6682590595119605e-07 2.9092103758925704e-06 -1.7261069281682004e-05 -3.0020240694765413e-06 0.00018911664043319055 3.5900285298316871e-05 -0.0003309166707367481 -8.4922829080764797e-06
leaf_weight=25 270 167 126 79 360 111 89 222 40 28 61 60 57 37 46 50 105 78 63 173 45 39 136 170 28 84 86 68 40 37
leaf_count=25 270 167 126 79 360 111 89 222 40 28 61 60 57 37 46 50 105 78 63 173 45 39 136 170 28 84 86 68 40 37
internal_value=0.00016102 -0.00329004 0.000447492 -0.000257213 0.00100194 0.000645462 1.00884e-05 0.000363113 -0.000406639 -0.00255102 -0.000561531 -0.00104968 0.000643963 -0.00137622 -0.00283408 -0.00495385 -0.00068616 -0.00301587 -0.00118598 -0.000747663 -0.00210127 -0.000310679 0.00162525 7.03519e-05 -0.000929824 -0.00253659 0.00144444 0.000697436 -0.000807339 0.000142857
internal_weight=2980 220 2760 1212 1548 1278 782 693 471 195 1086 774 312 714 212 129 502 115 360 320 147 102 496 387 217 112 251 194 108 83
internal_count=2980 220 2760 1212 1548 1278 782 693 471 195 1086 774 312 714 212 129 502 115 360 320 147 102 496 387 217 112 251 194 108 83
cat_boundaries=0 21 22 52 54 56 57 58 59 85 86 88 89 112
cat_threshold=16 2048 4 0 1073741824 0 0 2147483648 0 32768 0 2048 64 0 0 0 0 0 33558528 0 2147483648 1081344 0 8 0 0 0 0 0 0 0 0 0 4 2048 512 0 4096 0 0 0 0 256 0 4194304 0 0 32768 0 0 0 4096 1263712 2 0 22528 40960 392 148576 0 8 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 0 0 0 16384 152 0 6148 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=427
num_leaves=31
num_cat=11
split_feature=7 3 8 0 15 11 7 12 2 2 3 7 12 2 12 12 3 3 2 0 2 2 2 2 2 3 2 3 6 2
split_gain=1.90714 1.0001 0.841574 0.600236 0.548379 0.74844 0.671572 0.752453 0.654791 0.509229 0.476863 0.432651 0.336805 0.317685 0.326002 0.30426 0.302745 0.291847 0.355627 0.284684 0.257608 0.39722 0.247302 0.482478 0.239371 0.28909 0.384171 0.439641 0.250099 0.398493
threshold=0 1996.5000000000002 1 40.250000000000007 2 3 4 5 1.5000000000000002 15.500000000000002 2007.5000000000002 6 7 inf 8 9 1991.5000000000002 2000.5000000000002 99.000000000000014 36.400000000000006 16.500000000000004 28.500000000000004 21.500000000000004 7.5000000000000009 4.5000000000000009 2016.5000000000002 6.5000000000000009 2019.5000000000002 10 24.500000000000004
decision_type=9 10 9 10 9 9 9 9 8 8 10 9 9 8 9 9 8 8 10 8 10 10 10 8 8 8 8 10 9 10
left_child=1 3 -2 12 15 6 22 9 -9 -8 -3 19 -1 14 20 -4 -10 -18 24 -7 -13 -22 23 -6 -19 -26 -27 28 -28 -30
right_child=2 10 4 -5 5 11 7 8 16 -11 -12 13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-5.0680513448185459e-06 9.050958617223141e-06 -3.4552205860653777e-05 3.850260903031055e-07 -1.658326507717747e-05 2.5139139687492246e-05 6.5970148677337213e-05 -1.0140877371981738e-06 -9.7724879208884667e-05 0.00017921863520464369 -1.4524762351740849e-05 -9.9558373198258021e-06 1.0567490177773914e-05 3.3364313198047077e-06 -3.1429909901951975e-05 1.4099495242453941e-05 3.6829952955997388e-06 -2.2201335071607731e-05 1.2978894556892474e-05 7.2818141044789241e-06 -3.6060728805557717e-05 -1.7594021665651859e-05 9.5686608961332307e-06 1.3209156246867629e-06 -1.0572653716380545e-05 6.9742284682770085e-05 -1.1747044186027466e-05 -1.7909836461149797e-07 5.0503971249913099e-06 -1.1849483366300224e-05 -4.4183515900237806e-05
leaf_weight=112 219 25 144 49 38 34 43 36 25 79 38 49 104 108 331 231 34 89 84 70 25 49 104 88 107 51 314 28 126 67
leaf_count=112 219 25 144 49 38 34 43 36 25 79 38 49 104 108 331 231 34 89 84 70 25 49 104 88 107 51 314 28 126 67
internal_value=8.40801e-05 -0.00273746 0.000453561 -0.00172932 0.000226639 -4.22109e-05 -0.000595166 -0.0010128 -0.000613169 -0.00384962 -0.0073125 0.00103988 -0.00081106 0.00147993 0.00196923 0.00160622 -0.000410367 -0.000532741 -0.000387543 -0.00125217 8.95524e-05 -0.00138667 0.0013278 0.000188977 -0.000653895 -0.000904899 -0.00125383 -0.000932836 -0.00120472 -0.00229412
internal_weight=2901 328 2573 265 2354 1979 1313 1083 961 122 63 666 216 562 454 375 925 900 866 104 123 74 230 126 782 693 586 535 507 193
internal_count=2901 328 2573 265 2354 1979 1313 1083 961 122 63 666 216 562 454 375 925 900 866 104 123 74 230 126 782 693 586 535 507 193
cat_boundaries=0 17 40 42 45 55 56 73 75 77 79 80
cat_threshold=268435457 16 1140858880 524800 65536 8194 0 805306368 0 134217728 0 256 0 0 67108864 32 1073741952 0 6 0 0 2147549184 0 0 0 0 0 0 4 0 0 0 0 0 0 0 10240 0 0 4194304 2150105088 1 16422 2147483648 524288 2 0 0 2099200 2 0 131072 0 0 8192 16908544 0 128 0 0 0 0 0 0 67584 0 0 0 0 0 0 0 4096 43010 32 155904 34 1116192 32 268
is_linear=0
shrinkage=0.04


Tree=428
num_leaves=31
num_cat=11
split_feature=8 8 12 9 6 2 3 4 9 13 12 5 1 2 2 12 2 4 2 3 2 4 12 4 3 3 2 16 1 1
split_gain=1.42339 0.731583 0.629048 0.741777 0.550835 0.515758 0.461754 0.411857 0.397631 0.391546 0.445532 0.329867 0.568406 0.719547 0.374837 0.325505 0.442585 0.29499 0.30814 0.448277 0.288394 0.275077 0.267284 0.657582 0.497907 0.291965 0.303476 0.269256 0.311292 0.297762
threshold=0 1 2 3 4 122.50000000000001 2011.5000000000002 14831265000.000002 5 6 7 1.5000000000000002 4.5000000000000009 5.5000000000000009 13.500000000000002 8 10.500000000000002 3425710000.0000005 23.500000000000004 1996.5000000000002 37.500000000000007 293.00000000000006 9 3841755000.0000005 2008.5000000000002 2018.5000000000002 64.500000000000014 10 5.5000000000000009 5.5000000000000009
decision_type=9 9 9 9 9 10 8 10 9 9 9 10 10 10 10 9 8 10 10 10 10 10 9 8 8 8 8 1 8 8
left_child=15 8 4 5 7 11 -6 17 -2 10 -5 12 -4 -14 -15 16 -1 18 21 -20 -16 -3 24 -24 -11 -25 27 28 -27 -29
right_child=1 2 3 9 6 -7 -8 -9 -10 22 -12 -13 13 14 20 -17 -18 -19 19 -21 -22 -23 23 25 -26 26 -28 29 -30 -31
leaf_value=-5.8904092481719674e-05 7.8996642537526563e-06 1.0474161312677263e-05 0.00030139069818391532 1.2706094744885377e-06 -7.7473216719764162e-06 -0.0001285850573569704 1.4056356924030278e-06 -2.1895957244309209e-05 4.9495644026245653e-07 -1.2344231574628404e-05 -6.0223780531702952e-06 1.8464985052124086e-05 -0.00012535904459562398 8.4482740243870658e-05 -1.896464506216361e-05 -5.8856513179544966e-06 -4.0538482390024998e-06 0.0022389779324374077 -9.2636917059283064e-07 -2.7353418077740495e-05 -2.8728577796257239e-06 -0.00020186393789801868 -0.00025208259972175814 9.02680276151295e-05 1.9624122687146638e-06 -2.4334004224284622e-06 1.6531382543328839e-06 -1.984487064807819e-06 -0.00014056579532154429 5.1173123953397859e-06
leaf_weight=31 247 185 47 100 100 36 699 25 121 25 152 26 30 40 39 145 90 26 69 48 32 27 33 32 257 43 115 84 32 40
leaf_count=31 247 185 47 100 100 36 699 25 121 25 152 26 30 40 39 145 90 26 69 48 32 27 33 32 257 43 115 84 32 40
internal_value=7.52437e-05 0.000352812 8.83979e-05 -0.000568995 0.000736135 -0.00245211 0.0013284 -0.000511509 0.00198417 -3.03029e-05 -0.0013384 -0.00178605 -0.00237037 -0.0036338 -0.00210714 -0.00265704 -0.00421212 -0.000168539 -0.00049697 -0.00213559 -0.00383333 0.000413146 0.000482143 -0.000215384 0.00139249 0.000299712 -7.61903e-05 -0.00102 -0.00289474 0.000128
internal_weight=2976 2710 2342 1163 1179 250 799 380 368 913 252 214 188 141 111 266 121 355 329 117 71 212 661 379 282 346 314 199 75 124
internal_count=2976 2710 2342 1163 1179 250 799 380 368 913 252 214 188 141 111 266 121 355 329 117 71 212 661 379 282 346 314 199 75 124
cat_boundaries=0 24 50 51 53 54 56 57 58 59 61 62
cat_threshold=0 2048 4 0 0 0 0 2147483648 0 0 0 133120 8256 0 0 0 0 0 33558528 2 2147483648 0 0 8 0 6 0 0 2147549184 1 0 0 0 0 0 4 2048 1048576 0 0 0 0 0 10240 0 524288 4194304 0 0 268468224 83970114 0 12324 132 0 6144 4 1188864 198658 164128 2 2
is_linear=0
shrinkage=0.04


Tree=429
num_leaves=31
num_cat=14
split_feature=8 7 12 0 0 12 12 8 9 6 2 7 2 12 0 11 3 2 0 0 2 2 2 0 6 2 2 12 6 2
split_gain=1.04603 0.934808 0.959108 0.80638 1.14388 0.795475 0.52117 0.520187 0.520846 0.425168 0.351187 0.347857 0.769139 0.434384 0.589282 0.437727 0.479464 0.422085 0.404158 0.359354 0.344981 0.317768 0.292612 0.291383 0.26991 0.292487 0.255004 0.247251 0.228195 0.366526
threshold=0 1 2 39.07500000000001 33.175000000000004 3 4 5 6 7 41.500000000000007 8 44.500000000000007 9 42.250000000000007 10 1995.5000000000002 9.5000000000000018 29.500000000000004 39.07500000000001 99.000000000000014 698.00000000000011 34.500000000000007 16.750000000000004 11 9.5000000000000018 19.500000000000004 12 13 53.500000000000007
decision_type=9 9 9 10 10 9 9 9 9 9 8 9 8 9 10 9 10 10 10 10 8 8 8 10 9 8 10 9 9 8
left_child=3 6 9 4 -1 10 -2 27 21 22 -5 12 17 24 15 16 -15 -10 -14 -20 -12 -9 -3 -19 -13 -26 -17 -4 -27 -30
right_child=1 2 7 5 -6 -7 -8 8 11 -11 20 13 18 14 -16 26 -18 23 19 -21 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-3.9954399166689293e-06 0.00014570930432469584 1.3211693111759733e-05 3.3930424094058763e-07 -6.9579467944099623e-06 -0.00042083220509235624 3.1338349147849823e-05 5.9492459274170246e-07 -8.2473515369784708e-06 -8.8163661065901316e-08 2.4375758447909642e-06 -2.7594838402030422e-05 0.00060027489366646844 1.3038978476067746e-06 -1.8989034846948193e-05 -6.8284610983089235e-05 2.7568161936059184e-06 0.00050326271432736601 -2.9058526294122967e-06 -9.2464453783312587e-06 6.5183190088009936e-06 -1.2629405235671242e-05 -0.00014925636787750942 -1.4695094002718967e-05 -9.2425180274910228e-06 -9.7463524475718916e-06 1.1182171868249294e-06 -3.6417387401291086e-08 1.225145028869216e-05 2.4474915313880608e-05 -2.0472544719509089e-05
leaf_weight=49 231 77 136 88 27 151 112 106 36 340 38 144 52 118 48 82 55 27 26 30 45 45 56 51 89 240 161 115 93 56
leaf_count=49 231 77 136 88 27 151 112 106 36 340 38 144 52 118 48 82 55 27 26 30 45 45 56 51 89 240 161 115 93 56
internal_value=0.000196923 0.000498226 0.000187785 -0.00168215 -0.0054026 -0.000842105 0.00240678 -0.000255665 -0.000546939 0.00176033 -0.00261538 -0.000278999 -0.0016824 2.1878e-05 -0.000892631 -0.000422062 -0.0018913 -0.00403478 0.000660551 -0.00168421 -0.00461905 -0.00269136 -0.000194444 -0.00567089 0.000707741 0.000229039 0.000677165 0.00138931 0.000707692 -0.000525
internal_weight=2924 2526 2183 398 76 322 343 1710 1459 473 171 1308 222 1086 464 416 173 114 108 56 83 151 133 78 622 478 243 251 389 149
internal_count=2924 2526 2183 398 76 322 343 1710 1459 473 171 1308 222 1086 464 416 173 114 108 56 83 151 133 78 622 478 243 251 389 149
cat_boundaries=0 27 45 46 48 50 74 76 77 94 96 98 99 100 101
cat_threshold=268435456 0 4 0 0 1 0 2147483648 1 32768 0 133120 64 512 0 0 0 0 33558528 0 2147483648 0 0 0 0 32768 64 268566528 128 1108615168 524288 0 0 0 8192 0 8224 0 0 16 0 0 32 1073745920 256 17843232 212994 32 98370 32 0 0 0 0 2147483648 0 262144 0 0 0 0 4 10240 0 0 0 0 0 0 2048 0 0 0 8 128 12288 134 0 16 67108864 2097156 0 0 0 268435456 33619968 0 0 128 0 0 0 0 128 139330 32 16388 1024 82 196610 12
is_linear=0
shrinkage=0.04


Tree=430
num_leaves=31
num_cat=9
split_feature=8 7 12 2 7 8 2 2 1 2 9 12 2 2 2 0 8 0 2 0 3 4 4 9 2 3 1 2 3 3
split_gain=1.45319 1.17019 0.929348 0.690841 0.575853 0.484904 0.853626 0.441895 0.577889 0.665639 0.415662 0.417024 0.60471 0.737589 0.355318 0.688021 0.327687 0.286236 0.277425 0.258325 0.254154 0.237369 0.946862 0.26539 0.369153 0.485869 0.218402 0.258047 0.267989 0.54521
threshold=0 1 2 4.5000000000000009 3 4 45.500000000000007 13.500000000000002 5.5000000000000009 50.500000000000007 5 6 40.500000000000007 6.5000000000000009 50.500000000000007 18.500000000000004 7 30.500000000000004 321.00000000000006 40.250000000000007 2009.5000000000002 20782.500000000004 1800.0000000000002 8 16.500000000000004 1992.5000000000002 3.5000000000000004 1425.0000000000002 2010.5000000000002 2017.5000000000002
decision_type=9 9 9 8 9 9 10 8 8 8 9 9 8 10 8 10 9 10 10 10 10 8 10 9 10 10 8 8 10 10
left_child=-1 2 17 20 19 6 -6 -4 9 -9 -7 12 13 -12 -14 -16 -13 -2 -17 -5 -3 22 -18 24 -23 -26 -25 28 -28 -30
right_child=1 3 7 4 5 10 -8 8 -10 -11 11 16 14 -15 15 18 21 -19 -20 -21 -22 23 -24 26 25 -27 27 -29 29 -31
leaf_value=3.5762041791925803e-05 5.047269904930841e-06 4.0912865004170492e-06 -8.8832665742033288e-06 3.751507075366477e-05 -2.3033072713117775e-05 2.0289067036375107e-05 3.6011034220029003e-06 -5.5032130672241945e-06 -3.170518899104348e-05 8.8557734568917879e-06 -0.00010728923880112476 3.6505328308959609e-06 -2.6256538241398177e-07 3.8512744300073426e-06 7.1031571867935605e-07 -1.9338724242353606e-05 1.5716139630617236e-05 -9.0376617849266597e-07 0.00011966143216090166 -1.3850285872837598e-05 5.555088440865018e-06 6.7969983202968124e-05 -6.0065298519088452e-05 -3.2979678992738484e-06 -8.6799466183831061e-05 -5.7157740665015873e-05 1.9840421609468589e-07 -6.9010064692649056e-05 -0.00017491654673857672 3.9015833086996281e-06
leaf_weight=288 33 208 80 168 59 147 44 59 42 37 28 109 44 322 49 128 59 80 25 55 32 61 27 38 61 29 507 52 31 39
leaf_count=288 33 208 80 168 59 147 44 59 42 37 28 109 44 322 49 128 59 80 25 55 32 61 27 38 61 29 507 52 31 39
internal_value=0.000273284 -2.55254e-05 -0.00221053 0.000294899 6.145e-05 -0.000173262 -0.00270175 -0.00370306 -0.00523741 -0.00346392 -9.05475e-06 -0.0002 0.00063262 0.0017094 -0.000874494 -0.000157635 -0.000691406 0.000741936 -0.00148052 0.00193162 0.00232365 -0.000944262 -0.00294253 -0.000742369 -0.00219753 -0.00395604 -0.000371681 -0.000196825 4.84431e-05 -0.00225352
internal_weight=2941 2653 331 2322 2082 1859 103 218 138 96 1756 1609 596 350 246 202 1013 113 153 223 240 904 86 818 151 90 667 629 577 70
internal_count=2941 2653 331 2322 2082 1859 103 218 138 96 1756 1609 596 350 246 202 1013 113 153 223 240 904 86 818 151 90 667 629 577 70
cat_boundaries=0 30 48 49 66 90 92 94 115 117
cat_threshold=1073741840 0 0 134217728 2147483648 0 0 0 0 32768 0 4 0 0 268435456 0 0 0 0 10240 0 0 0 0 0 1342210048 0 0 524288 4096 268566529 16 603979776 2099200 0 0 0 805306368 33554432 134217760 0 64 0 0 67108864 32 0 128 1084480 0 128 8192 8192 0 134217792 0 8192 0 0 32 0 128 0 0 0 4112 0 2048 0 0 0 0 0 2147483648 0 0 0 2048 8192 0 0 0 0 0 33554432 0 0 0 0 8 1073741824 16384 68209728 2 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 8340
is_linear=0
shrinkage=0.04


Tree=431
num_leaves=31
num_cat=10
split_feature=7 2 12 0 7 2 12 12 0 2 6 0 0 4 6 15 2 0 2 2 2 0 7 15 4 2 0 2 2 2
split_gain=1.42737 0.599796 1.33422 1.09557 0.825994 0.46612 0.392942 0.39109 1.12574 0.369166 0.395972 0.335587 0.37944 0.918901 0.511622 0.582383 0.614166 0.431151 0.407615 0.328874 0.318762 0.399093 0.317391 0.385833 0.298878 0.276506 0.261334 0.253896 0.246446 0.226014
threshold=0 47.500000000000007 1 40.675000000000004 2 53.500000000000007 3 4 40.250000000000007 17.500000000000004 5 48.175000000000004 42.250000000000007 3841755000.0000005 6 7 3.5000000000000004 29.500000000000004 11.500000000000002 50.500000000000007 3.5000000000000004 32.500000000000007 8 9 7049.5000000000009 50.500000000000007 32.500000000000007 291.50000000000006 5.5000000000000009 29.500000000000004
decision_type=9 10 9 10 9 10 9 9 10 10 9 8 10 8 9 9 10 10 10 10 10 10 9 9 8 8 10 10 10 8
left_child=7 4 5 19 -2 -3 9 8 25 10 28 12 14 -14 29 16 -16 -18 -19 -4 21 -17 23 -9 -22 26 -1 -21 -6 -8
right_child=1 2 3 -5 6 -7 11 22 -10 -11 -12 -13 13 -15 15 20 17 18 -20 27 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0138220339894324e-06 -2.6853160044942102e-06 -4.8774213582511011e-06 -2.9337154664400382e-06 -0.00066631186354209227 0.00026215370905692753 9.7651333993265367e-07 3.8530156317342402e-06 2.1726456309226945e-06 -7.6319120626618393e-05 2.9029034602036818e-06 -1.2348616473279374e-06 6.6145755813812881e-06 -0.00021101826301870728 -2.5170661710495267e-05 -4.8261245695543945e-05 -0.00010263405729930872 4.4571412425148997e-07 9.2016020171506282e-07 -5.6078987891607542e-05 -9.9428486945507799e-07 -4.148622192680116e-07 4.2482974212392795e-05 3.6011358425026961e-05 -2.7255043903164223e-06 6.7973056379564333e-06 4.1461445750004746e-05 -4.2110077954761109e-06 -0.00011495316924663782 6.6961082472119811e-06 0.00020379241360556481
leaf_weight=58 102 28 25 40 55 237 283 208 27 195 190 43 27 100 25 30 63 47 80 181 25 39 243 151 107 75 78 34 65 56
leaf_count=58 102 28 25 40 55 237 283 208 27 195 190 43 27 100 25 30 63 47 80 181 25 39 243 151 107 75 78 34 65 56
internal_value=-1.78203e-05 -0.00058046 -0.00172161 -0.00357388 -0.00017743 0.000362319 8.32756e-05 0.0013631 -3.21284e-05 0.000968992 0.000128618 -0.000405983 -0.000579841 -0.00259375 -0.000238095 -0.00116159 -0.00256637 -0.00188482 -0.00321875 -0.0026556 0.000396227 -0.00177143 0.00190538 0.00107027 0.00156391 0.000962264 -0.000116788 -0.00212963 0.00183206 0.000902857
internal_weight=2917 2077 545 280 1532 265 1430 840 238 505 310 925 882 127 755 416 215 190 127 240 201 69 602 359 132 211 136 215 120 339
internal_count=2917 2077 545 280 1532 265 1430 840 238 505 310 925 882 127 755 416 215 190 127 240 201 69 602 359 132 211 136 215 120 339
cat_boundaries=0 18 20 30 32 34 35 36 37 50 51
cat_threshold=0 268435457 1107296256 270336 34 134217728 131072 8192 33556480 671096832 32800 0 144 268435456 0 0 1073745936 256 16820544 32 0 0 67108864 524292 0 0 0 0 0 32 1132576 34 17696 32 340 210 67108864 0 0 33554432 0 34 0 131072 0 2048 134225920 32768 0 16 69206016
is_linear=0
shrinkage=0.04


Tree=432
num_leaves=31
num_cat=14
split_feature=7 8 12 12 8 6 3 5 0 12 0 3 6 11 0 0 9 0 18 3 0 7 5 3 0 3 9 18 3 1
split_gain=1.495 0.963706 0.898072 0.534856 0.606879 0.494082 0.527002 0.477654 0.475372 0.421756 0.781411 0.500854 0.464703 0.426881 0.585066 0.786578 0.330032 0.468547 0.305717 0.257654 0.349528 0.217886 0.192744 0.192268 0.214209 0.173478 0.172208 0.182965 0.244931 0.144546
threshold=0 1 2 3 4 5 1992.5000000000002 1.5000000000000002 38.57500000000001 6 47.250000000000007 2002.5000000000002 7 8 37.250000000000007 30.500000000000004 9 24.500000000000004 10 2007.5000000000002 39.07500000000001 11 2.5000000000000004 1992.5000000000002 39.07500000000001 2002.5000000000002 12 13 2017.5000000000002 3.5000000000000004
decision_type=9 9 9 9 9 9 10 8 10 9 10 8 9 9 8 10 9 8 9 8 10 9 8 10 10 10 9 9 8 10
left_child=2 22 8 26 23 6 -4 -6 -1 11 12 -9 19 25 15 -15 17 -14 -16 -11 -21 -18 -2 24 -5 -13 -3 -28 -29 -24
right_child=1 3 5 4 7 -7 -8 9 -10 10 -12 13 16 14 18 -17 21 -19 -20 20 -22 -23 29 -25 -26 -27 27 28 -30 -31
leaf_value=1.4433512774626912e-05 3.2501907762897143e-06 2.6089726114846788e-06 -3.277329942573832e-05 -9.3824747144578788e-06 -1.6238960874229043e-05 -6.2281646818211307e-06 -8.6335847919393352e-06 -6.0835758246343476e-05 -6.0839788928884442e-06 0.00052850070644006194 -0.00012273457558762478 1.8384529832002615e-06 -2.2606985354927302e-06 -2.5654615589703452e-06 -1.0138635632502093e-05 0.0026744076023543649 2.8378007597451111e-07 6.9401661013631889e-06 -1.83565403052173e-05 0.00037314762001470602 -7.8385900956700659e-05 5.8201638435886074e-06 1.9145852377520688e-05 -3.3370151561403111e-05 1.0092222927581815e-06 0.00020206829601287363 -7.3822519108119878e-05 -1.4434407733540742e-06 6.4085390608655308e-06 4.4572859709195333e-05
leaf_weight=55 55 414 70 101 89 111 32 28 61 39 49 84 33 145 41 59 105 119 64 50 74 465 56 53 81 38 29 32 78 216
leaf_count=55 55 414 70 101 89 111 32 28 61 39 49 84 33 145 41 59 105 119 64 50 74 465 56 53 81 38 29 32 78 216
internal_value=0.000131192 0.000455522 -0.00236471 0.000157826 -0.000192129 -0.003875 -0.0059469 0.000112525 0.000503937 0.000295553 0.000778836 -0.000689362 0.00106095 -0.000361111 -0.0011375 7.80489e-05 0.00148431 -0.000196319 -0.00358491 -0.000850575 -0.001792 0.00192771 0.0024497 -0.00203252 -0.00148634 0.00156391 0.00122695 -2.66665e-05 0.000720721 0.00295971
internal_weight=2926 2597 329 2270 1717 213 102 1482 116 1393 934 459 885 431 309 204 722 152 105 163 124 570 327 235 182 122 553 139 110 272
internal_count=2926 2597 329 2270 1717 213 102 1482 116 1393 934 459 885 431 309 204 722 152 105 163 124 570 327 235 182 122 553 139 110 272
cat_boundaries=0 17 47 49 50 77 78 80 81 82 84 85 93 95 96
cat_threshold=131073 0 8192 2621956 0 8258 33554432 536870912 0 134217728 0 320 0 0 67108864 32 128 0 0 0 0 2147483648 0 0 0 0 0 0 4 2048 1049088 0 0 0 0 0 8192 0 0 0 0 0 32768 4 0 524288 4096 16820480 32 17891392 16 2056 4 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 2147483776 0 0 8 0 16384 64 140 67109152 32 20 4 0 20484 4 0 128 1048576 0 0 0 0 131072 0 6148 4
is_linear=0
shrinkage=0.04


Tree=433
num_leaves=31
num_cat=14
split_feature=7 12 8 8 13 2 7 4 2 15 6 12 2 12 8 12 6 2 3 9 2 2 2 2 0 2 3 2 2 2
split_gain=2.12146 1.38536 0.806088 0.610907 0.546731 0.699264 0.484821 0.413242 0.435949 0.388272 0.384842 0.540504 0.703204 0.415193 0.3553 0.426602 0.353371 0.515896 0.459904 0.454985 0.524482 0.520412 0.381809 0.330223 0.413606 0.311467 0.30908 0.364891 0.283554 0.279076
threshold=0 1 2 3 4 171.00000000000003 5 133.00000000000003 6.5000000000000009 6 7 8 3.5000000000000004 9 10 11 12 7.5000000000000009 2007.5000000000002 13 94.500000000000014 33.500000000000007 13.500000000000002 47.500000000000007 15.500000000000002 8.5000000000000018 2007.5000000000002 163.00000000000003 42.500000000000007 42.500000000000007
decision_type=9 9 9 9 9 8 9 10 10 9 9 9 8 9 9 9 9 10 8 9 8 10 10 8 10 10 8 10 10 10
left_child=1 -1 -2 7 -3 -6 -5 8 -4 23 11 -11 -13 -12 -14 -16 17 -15 -19 21 -21 22 -18 25 -25 -8 -17 29 -20 -28
right_child=2 4 3 6 5 -7 9 -9 -10 10 13 12 14 16 15 26 19 18 28 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2.6169262911297465e-06 6.7584865141157028e-06 -5.6473309822116795e-06 -0.00024669784647313707 7.1354488908504537e-05 -1.9376033191021047e-05 -0.00018117769363378382 -4.2375900178387804e-05 3.3873788981095726e-05 -1.6514137448510054e-05 2.8939281584738305e-06 7.0531465697594355e-06 3.3801861302030664e-05 -7.2065069852621978e-07 2.5473406657283524e-06 3.0956586573992631e-06 -1.5483200944161495e-05 -2.9650513639887627e-05 0.00012089843845732406 -0.00027949446421835584 0.00035838152668161933 -9.2133835486121252e-05 9.4245331372021795e-06 -4.2549457545228602e-05 1.4557579169348079e-06 -0.00038087312206030088 6.0782812996650775e-06 7.4792803570179191e-07 1.4075190082150744e-05 -7.9008349016204134e-05 -1.1804945853220478e-06
leaf_weight=104 233 136 25 121 105 26 25 30 58 411 229 74 140 57 168 35 55 36 51 117 34 28 27 30 43 73 292 34 25 120
leaf_count=104 233 136 25 121 105 26 25 30 58 411 229 74 140 57 168 35 55 36 51 117 34 28 27 30 43 73 292 34 25 120
internal_value=7.06763e-05 -0.00271204 0.000481797 0.000252022 -0.00421583 -0.00616901 0.000402505 -0.00248387 -0.00414286 0.000253428 0.000417696 0.00082179 0.000242563 -0.000364179 -0.000106329 0.00029697 -0.00108844 -0.00246667 -0.00417699 -0.000132353 0.00125926 -0.00198347 -0.00375904 -0.00151648 -0.00362162 -8.08079e-05 -0.000317073 -3.5794e-05 -0.00592208 -0.000368039
internal_weight=2942 371 2571 2338 267 131 2225 113 83 2104 1933 1274 863 659 789 649 430 169 112 261 151 110 82 171 73 98 481 446 76 412
internal_count=2942 371 2571 2338 267 131 2225 113 83 2104 1933 1274 863 659 789 649 430 169 112 261 151 110 82 171 73 98 481 446 76 412
cat_boundaries=0 18 19 45 66 67 84 85 86 87 89 110 111 112 114
cat_threshold=1 128 8192 524800 0 8194 0 536870912 33619968 0 0 0 0 0 67108864 32 1073741824 128 26688 0 0 0 134217728 0 0 0 0 0 32768 0 4 0 1048576 268435456 0 0 0 0 8192 128 0 0 0 0 16384 1073741824 1050624 4 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 4096 0 2147483648 2 16384 0 1048576 0 0 0 0 8192 0 8192 0 0 0 268435456 0 0 16 137363456 330 16821280 1246272 34 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 256 131074 20 0 6144
is_linear=0
shrinkage=0.04


Tree=434
num_leaves=31
num_cat=11
split_feature=7 8 7 12 0 7 4 2 2 8 0 9 12 2 2 2 2 3 0 3 6 12 9 2 0 0 2 4 5 2
split_gain=1.71605 1.01395 0.76493 0.688873 0.598105 0.711413 0.523877 0.569865 1.04407 0.419536 0.759026 0.490955 0.537725 0.352269 0.340558 0.320637 0.656788 0.358527 0.390211 0.305834 0.259707 0.336256 0.250184 0.447244 0.244286 0.240176 0.224568 0.202426 0.254312 0.205032
threshold=0 1 2 3 42.710000000000008 4 775.00000000000011 25.500000000000004 71.500000000000014 5 39.07500000000001 6 7 101.50000000000001 155.00000000000003 95.500000000000014 47.500000000000007 2000.5000000000002 39.07500000000001 1997.5000000000002 8 9 10 23.500000000000004 33.175000000000004 15.500000000000002 86.500000000000014 10510.500000000002 1.5000000000000002 16.500000000000004
decision_type=9 9 9 9 8 9 10 10 10 9 10 9 9 10 10 8 10 10 10 10 9 9 9 10 10 8 10 8 8 8
left_child=3 -2 -3 -1 5 19 7 24 -9 10 -4 15 22 20 -15 16 17 18 -11 -5 -14 27 23 25 -7 -13 -25 -22 -29 -30
right_child=1 2 9 4 -6 6 -8 8 -10 11 -12 12 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=1.1744307229961359e-06 1.2994530086494472e-05 0.00015571388715970725 -2.9495025080162141e-05 -1.5814039165802013e-06 7.4081554125117012e-06 0.00014557488970008681 -6.3864331319926746e-05 -3.0869592467694939e-05 -1.8765525074769123e-06 4.4139217034129267e-06 -4.675657628749731e-07 -1.4937883661667265e-06 0.0001009353913526056 -4.8381710807725006e-05 1.0788272062896204e-05 7.6501942671445865e-06 -0.00042082308362355715 0.00015969054004541611 -3.07902564977729e-05 1.0884150606963911e-05 -4.839091583072376e-06 1.5062962300068999e-06 5.6706922852657952e-06 4.8914808069187391e-07 -2.444059053810734e-05 -8.3137897666208399e-06 -3.1094781000416932e-07 8.4305820494778416e-05 -8.6953571849697442e-07 1.1270956272296212e-06
leaf_weight=221 220 226 31 67 71 27 28 35 34 44 102 50 206 26 38 62 27 44 111 33 45 253 128 153 87 125 46 34 139 219
leaf_count=221 220 226 31 67 71 27 28 35 34 44 102 50 206 26 38 62 27 44 111 33 45 253 128 153 87 125 46 34 139 219
internal_value=0.000275486 0.000767521 0.000488679 -0.00160912 -0.00262595 -0.00344872 -0.00466667 -0.00406522 -0.00691429 0.000217529 -0.00186111 0.000386144 0.000684318 0.00123584 -0.0016 -0.00109699 -0.0018326 -0.00102 -0.00192308 -0.00036036 0.00145373 0.0010271 -0.000374269 -0.000893506 -0.00229565 -0.00238636 0.00038 0.000330357 0.000631043 0.000311978
internal_weight=2932 2329 2109 603 382 311 211 183 69 1883 133 1750 1462 960 64 288 226 199 155 100 896 690 502 374 114 175 199 437 392 358
internal_count=2932 2329 2109 603 382 311 211 183 69 1883 133 1750 1462 960 64 288 226 199 155 100 896 690 502 374 114 175 199 437 392 358
cat_boundaries=0 18 47 64 65 74 98 100 102 103 105 107
cat_threshold=131075 16 603987968 2624000 32 134225922 33554432 536870912 33556480 402653184 0 384 0 0 67108864 32 0 128 1073741824 8 4 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 10240 0 524288 4194304 0 0 0 0 0 524288 268435456 1 0 8192 2 64 0 8192 0 8224 32 0 0 268435456 0 0 16 1207392 2 0 67117056 2048 32 0 0 0 33554432 16 0 0 0 0 0 0 2147483648 0 0 0 2048 8192 0 0 4096 0 0 33554432 0 0 0 0 8 0 24720 16853248 2 130 131170 32 0 2048
is_linear=0
shrinkage=0.04


Tree=435
num_leaves=31
num_cat=7
split_feature=7 8 8 7 4 17 11 0 2 5 2 3 3 0 0 2 4 0 2 0 2 3 18 0 4 0 2 5 5 2
split_gain=2.0203 1.4129 0.631225 0.572258 0.503395 0.41101 0.56648 0.824212 0.394383 0.378875 0.324856 0.355389 0.454118 0.311347 0.385318 0.43951 0.301976 0.274591 0.269545 0.438707 0.263392 0.245678 0.210999 0.210632 0.277731 0.271907 0.316153 0.249316 0.235215 0.207765
threshold=0 1 2 3 850.00000000000011 4 5 39.07500000000001 28.500000000000004 10.500000000000002 7.5000000000000009 2017.5000000000002 2003.5000000000002 45.425000000000004 42.250000000000007 136.50000000000003 1104.0000000000002 44.07500000000001 21.500000000000004 20.500000000000004 5.5000000000000009 1998.5000000000002 6 47.250000000000007 40797.000000000007 40.250000000000007 10.500000000000002 4.5000000000000009 4.5000000000000009 63.500000000000007
decision_type=9 9 9 9 10 9 9 10 10 8 10 8 10 8 10 8 8 10 10 10 10 8 9 10 8 10 10 8 8 10
left_child=4 -2 -3 9 10 6 7 -5 -8 -4 -1 12 -12 14 21 -16 -9 -11 -13 -20 -19 -7 -10 24 -18 26 28 -28 -26 -21
right_child=1 2 3 5 -6 13 8 16 22 17 11 18 -14 -15 15 -17 23 20 19 29 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=6.9521710287431685e-06 5.6244452553120701e-06 -6.1351204575533318e-06 -7.9409470422037409e-06 -1.3905520770973084e-05 -4.5230514326892903e-05 0.00040352759959186844 0.00010911051089344038 3.9403919229392876e-05 -0.00015081458198103716 4.399789636571161e-06 -1.9387516165415036e-05 -4.7755215286757091e-06 1.4415813944756506e-05 3.2087201146743704e-05 -0.00010534240013734464 5.1867115587743461e-05 -3.4942863318594583e-05 8.3487779247383751e-05 -1.0369975624484864e-06 -3.2079259725658707e-05 -7.126700439627659e-05 1.5332586535111955e-07 3.7900473215114827e-06 -0.00010875429343546628 3.135083505437028e-05 1.4657415742404367e-05 -1.0126696347751218e-05 -1.4571603551875692e-05 -3.8058105708084966e-05 -0.00012497675260843459
leaf_weight=65 458 107 30 32 44 47 98 27 29 278 33 91 25 54 25 31 25 25 40 27 27 1083 34 25 33 29 26 49 33 28
leaf_count=65 458 107 30 32 44 47 98 27 29 278 33 91 25 54 25 31 25 25 40 27 27 1083 34 25 33 29 26 49 33 28
internal_value=7.8405e-05 0.000466361 3.15108e-05 0.000195027 -0.00271429 -0.000118273 -0.00115299 -0.00222069 0.00072093 0.00161725 -0.00220645 -0.00287347 -0.000135593 0.000255796 0.000121314 -0.00308772 -0.0015 0.00205438 -0.00372192 -0.00520833 -0.000603773 0.000282936 -0.0016875 -0.00199095 -0.00153061 -0.000935672 -0.00166197 -0.00342105 0.000358209 -0.0075
internal_weight=2958 2605 2147 2040 353 1680 440 279 161 360 309 244 58 1240 1186 56 247 330 186 95 52 1130 63 220 195 170 141 75 66 55
internal_count=2958 2605 2147 2040 353 1680 440 279 161 360 309 244 58 1240 1186 56 247 330 186 95 52 1130 63 220 195 170 141 75 66 55
cat_boundaries=0 18 48 69 86 87 88 89
cat_threshold=131073 0 67117056 524800 0 134217794 33554432 536870912 33554432 268435488 0 64 0 268435456 0 32 0 128 1073741824 8 0 134217728 0 1 0 0 0 32768 0 4 0 0 0 0 0 0 0 8192 384 0 4194304 0 0 32768 0 0 524288 4096 0 2048 0 0 0 0 0 0 0 0 0 2048 8256 0 0 0 0 0 33554432 0 2147483648 0 0 1073741824 10240 34 0 0 8192 67584 134217728 0 0 0 0 0 0 4112 26 36 4
is_linear=0
shrinkage=0.04


Tree=436
num_leaves=31
num_cat=11
split_feature=7 7 12 2 10 5 0 17 11 6 2 2 2 14 2 4 2 2 0 3 6 3 0 2 4 12 2 2 0 6
split_gain=1.04688 0.860177 0.595717 0.586261 0.511518 0.474613 0.462413 0.423754 0.429078 0.402483 0.491751 0.478067 0.448504 0.288762 0.427135 0.278767 0.227639 0.20957 0.207186 0.202698 0.201105 0.49764 0.445231 0.348282 0.366422 0.336821 0.38961 0.51233 0.317654 0.340589
threshold=0 1 2 24.500000000000004 3 1.5000000000000002 38.57500000000001 4 5 6 80.500000000000014 33.500000000000007 14.500000000000002 7 47.500000000000007 33.000000000000007 9.5000000000000018 6.5000000000000009 42.250000000000007 2005.5000000000002 8 1992.5000000000002 39.07500000000001 298.50000000000006 33.000000000000007 9 29.500000000000004 5.5000000000000009 40.675000000000004 10
decision_type=9 9 9 8 9 8 10 9 9 9 8 8 10 9 10 10 10 8 8 8 9 10 10 10 10 9 10 8 8 9
left_child=3 19 5 16 -4 -3 -5 9 -9 10 15 12 -11 -7 17 -6 -1 -15 -13 -2 25 23 -23 24 28 -10 27 -27 29 -22
right_child=1 2 4 6 7 13 -8 8 20 11 -12 18 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.0572414496657024e-05 -6.0286066698781501e-06 -8.8734372473262802e-06 0.00083796535782965347 -9.1819587138020992e-05 -1.7297006480534981e-06 1.7219607035912077e-06 -3.1493055947989254e-05 2.2707471280765496e-05 0.00010114086479661073 -1.4053514883887822e-05 -7.0952645728823433e-05 -5.5705786669980411e-06 -0.00020729386512456131 1.4361579566187453e-05 -1.0073301846756991e-05 2.8683221709391016e-05 6.5590020409303505e-06 2.3213248089611398e-07 3.1535402798420054e-05 8.8861712957234444e-05 1.8865491551992018e-07 -2.1590030059580206e-05 -8.0516134674766923e-06 2.5593344776280842e-05 -1.3502320922372307e-05 7.2603240998513432e-05 0.00055692804723000055 -0.00012034226551632118 0.00012348028779893947 -3.389871243845533e-05
leaf_weight=27 25 64 133 31 168 593 81 105 118 45 42 40 29 28 34 44 67 100 31 240 377 60 126 49 46 25 33 56 30 106
leaf_count=27 25 64 133 31 168 593 81 105 118 45 42 40 29 28 34 44 67 100 31 240 377 60 126 49 46 25 33 56 30 106
internal_value=0.000207177 0.000416244 0.000179703 -0.00247005 -0.000255675 0.00105542 -0.00453097 -0.000467229 -6.65498e-05 -0.00157073 -0.000543396 -0.00320513 -0.00565333 0.00134921 -0.000184971 0.000225352 -0.000252631 0.000868217 -0.00105556 0.00253623 -0.000324011 -0.000626087 -0.0024385 -7.88176e-05 -0.000364286 0.000691358 -0.000832 -0.00239024 -5.44746e-05 -0.000305785
internal_weight=2953 2747 2482 206 1663 819 112 1530 1131 399 254 145 74 755 162 212 94 128 71 265 1026 794 186 608 559 232 114 81 513 483
internal_count=2953 2747 2482 206 1663 819 112 1530 1131 399 254 145 74 755 162 212 94 128 71 265 1026 794 186 608 559 232 114 81 513 483
cat_boundaries=0 18 36 37 38 39 41 42 43 44 45 46
cat_threshold=131075 0 8192 524288 0 134217730 0 268435456 0 0 0 320 0 0 0 32 128 128 0 32 1108344832 262272 2 0 0 8192 33554432 8208 0 0 0 0 0 0 4096 256 1295360 33 42 32768 1536 280 8320 82 2370 264
is_linear=0
shrinkage=0.04


Tree=437
num_leaves=31
num_cat=8
split_feature=8 8 12 3 0 2 6 12 2 2 0 12 1 2 2 2 2 0 2 0 9 0 2 3 1 0 1 2 2 9
split_gain=1.44888 0.542784 0.850916 0.734874 0.614758 0.821318 0.57962 0.48383 0.685547 0.806127 0.412357 0.383815 0.38151 0.364802 0.491017 0.451736 0.358714 0.439676 0.403019 0.359097 0.34584 0.334366 0.535459 0.413903 0.33049 0.558458 0.529587 0.32291 0.334516 0.381199
threshold=0 1 2 2014.5000000000002 40.250000000000007 18.500000000000004 3 4 64.500000000000014 37.500000000000007 16.750000000000004 5 5.5000000000000009 12.500000000000002 50.500000000000007 136.50000000000003 23.500000000000004 12.250000000000002 14.500000000000002 36.900000000000006 6 38.20000000000001 16.500000000000004 1999.5000000000002 4.5000000000000009 39.07500000000001 5.5000000000000009 48.500000000000007 34.500000000000007 7
decision_type=9 9 9 10 10 10 9 9 8 10 10 9 8 8 8 8 10 10 10 10 9 10 10 10 10 8 10 8 10 9
left_child=7 3 4 11 24 12 21 8 9 16 -11 -2 -6 -13 -15 -16 17 -1 19 -19 -9 -4 -23 -24 -3 -26 27 28 29 -27
right_child=1 2 6 -5 5 -7 -8 20 -10 10 -12 13 -14 14 15 -17 -18 18 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-6.2575093531119263e-06 4.3467889693700244e-06 0.0018860290443007031 0.00037146676088387417 -8.9721951234694749e-05 -2.3154452792210222e-05 -0.00038340610063350086 1.4788192864415298e-05 -1.1215062514078721e-06 1.9152638721378431e-06 -1.8583857889987738e-07 -9.5079050830008546e-06 -6.7370499398533247e-06 7.0539093436926079e-06 9.208869320543977e-07 -3.4325184980155929e-05 -6.8114539899681866e-05 2.4390069310697982e-06 -5.9688608502822767e-07 3.3210705497921478e-06 2.7074113098453714e-06 1.2981564195852806e-06 2.2910285675923883e-06 -0.00032050746023798844 -2.097390187226109e-05 -1.4118199277943708e-05 -2.8377269738662687e-05 0.0037326008678063749 0.00042421407426135955 -0.0003371777624802877 0.00047561552441823869
leaf_weight=25 131 62 67 25 47 37 396 110 123 45 44 50 26 91 26 80 69 52 63 44 654 102 39 26 72 149 39 86 34 103
leaf_count=25 131 62 67 25 47 37 396 110 123 45 44 50 26 91 26 80 69 52 63 44 654 102 39 26 72 149 39 86 34 103
internal_value=0.00011926 -0.000640377 -0.000231481 -0.00190338 -0.00123123 -0.00396396 0.000811233 0.00115806 0.000126051 -0.000793003 -0.00404444 -0.00149868 -0.00145946 -0.00237209 -0.00167677 -0.00351402 0.000362205 -0.000562162 0.000225 -0.00140206 0.00177548 -0.00075102 -0.0017381 -0.00454545 -0.000695971 -0.00104959 -0.000475728 -0.0009437 -0.00158885 -0.0010751
internal_weight=2917 1688 1285 403 655 110 630 1229 465 342 89 378 73 247 197 106 253 184 159 96 764 234 167 65 545 483 411 372 286 252
internal_count=2917 1688 1285 403 655 110 630 1229 465 342 89 378 73 247 197 106 253 184 159 96 764 234 167 65 545 483 411 372 286 252
cat_boundaries=0 29 58 60 61 63 65 67 69
cat_threshold=1073741840 12 4 0 65536 0 262144 0 1 0 0 4 0 1049088 0 0 0 0 0 10240 256 524288 20971520 0 0 1073790976 4 0 524288 268435456 2048 0 0 0 1 0 2147483648 0 0 0 0 2112 0 0 4096 0 0 4096 0 2147483776 0 0 0 0 0 64 0 128 73762 32 84 67258656 32 1204256 32 256 24576 0 18436
is_linear=0
shrinkage=0.04


Tree=438
num_leaves=31
num_cat=15
split_feature=8 7 8 5 7 4 9 16 9 4 4 4 9 4 18 3 16 1 3 11 13 3 9 7 4 1 3 3 8 1
split_gain=1.08799 0.852606 0.65515 0.781578 0.619569 0.46058 0.441272 0.43538 0.412168 0.397969 0.344824 0.310362 0.302489 0.419151 0.294587 0.274491 0.266529 0.258848 0.252697 0.220507 0.244013 0.32201 0.305725 0.222354 0.1945 0.193676 0.187662 0.15069 0.136818 0.115779
threshold=0 1 2 1.5000000000000002 3 1050.0000000000002 4 5 6 390.00000000000006 199.50000000000003 2560040000.0000005 7 3146480000.0000005 8 2015.5000000000002 9 5.5000000000000009 2001.5000000000002 10 11 2013.5000000000002 12 13 20782.500000000004 5.5000000000000009 2017.5000000000002 1998.5000000000002 14 5.5000000000000009
decision_type=9 9 9 8 9 8 9 1 9 10 10 8 9 10 9 8 1 8 10 9 9 10 9 9 8 8 8 10 9 10
left_child=-1 11 7 5 8 -4 9 12 18 15 19 -2 13 14 -3 -6 26 -14 -5 28 27 22 23 -22 -7 -24 -10 -21 -8 -30
right_child=1 2 3 4 6 24 10 -9 16 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 20 21 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=4.5885042464761076e-06 -3.1472236005384993e-06 0.00010687982459090071 2.3713549702350629e-05 3.9408537689549478e-07 -0.00016222367157131806 -5.1434492044181477e-05 -4.5925153927691231e-08 -6.3960139070120482e-05 -3.532842637189051e-05 -5.7640886759102702e-05 3.0095697896651852e-05 1.4834110824194991e-05 -1.6588830584830422e-06 -0.00016967702798275204 -1.8927921461527588e-05 2.9786178502005002e-05 1.4573422825559625e-07 0.00048899420930058324 -1.1185267224491757e-05 6.8530787522002145e-06 -2.2560604353198136e-07 -2.3490835967865678e-05 2.7514962079384872e-05 3.0905209678593028e-07 -1.3932377398578932e-05 -8.3750390076360328e-06 -3.0586907264723305e-05 -6.4070469356312159e-05 1.3203589789473923e-05 0.00017551462958708113
leaf_weight=261 31 42 26 139 31 31 108 46 29 29 155 193 71 29 48 106 31 40 34 94 190 29 84 285 110 48 69 25 439 58
leaf_count=261 31 42 26 139 31 31 108 46 29 29 155 193 71 29 48 106 31 40 34 94 190 29 84 285 110 48 69 25 439 58
internal_value=0.000399725 0.00015032 -7.22198e-05 0.00016659 0.000389113 -0.00245238 0.000687943 -0.0018676 -0.0012524 -0.00122034 0.000904325 0.00245106 -0.00121212 -0.00249231 -0.00131868 -0.000376811 -0.00288571 0.000360656 6.52175e-05 0.000705364 0.000234987 -8.65532e-05 0.000111842 -0.00037037 -0.00335211 0.00173427 -0.00412121 0.00181538 0.00126623 0.00155118
internal_weight=2911 2650 2426 2150 1983 167 1681 276 302 166 1515 224 230 119 90 137 129 111 173 1360 755 636 607 475 141 132 98 119 605 497
internal_count=2911 2650 2426 2150 1983 167 1681 276 302 166 1515 224 230 119 90 137 129 111 173 1360 755 636 607 475 141 132 98 119 605 497
cat_boundaries=0 26 40 70 80 82 83 85 87 88 89 91 92 94 111 134
cat_threshold=1073741824 0 0 134217728 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 256 0 4194304 0 0 32768 2 268435457 1107296256 2359808 32 0 0 268443648 0 0 32 0 16 268435456 268435456 0 0 0 0 0 0 2147483648 1 0 0 2048 64 512 0 4096 0 0 33554432 0 0 0 0 8 0 0 0 0 0 4096 0 144 1048576 524288 524288 134217728 0 536870912 33619968 32 0 8240 2 0 2048 0 10240 4 2 16388 1024 8 0 2048 0 0 67108864 0 0 0 0 131072 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 4096 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=439
num_leaves=31
num_cat=6
split_feature=8 8 0 5 9 4 3 4 4 2 3 0 2 2 17 5 0 8 0 0 1 3 6 0 2 3 2 2 2 2
split_gain=1.54266 0.961366 0.810475 0.657341 0.591121 0.598943 0.39174 0.36676 0.343056 0.376038 0.583237 0.339433 0.32897 0.26569 0.264758 0.580707 0.60175 0.316471 0.502153 0.456991 0.283356 0.343199 0.402734 0.426532 0.281258 0.272198 0.530133 0.263834 0.258359 0.25108
threshold=0 1 30.500000000000004 1.5000000000000002 2 18214475000.000004 2017.5000000000002 1373290000.0000002 20782.500000000004 7.5000000000000009 1962.0000000000002 39.07500000000001 23.500000000000004 28.500000000000004 3 7.0000000000000009 42.960000000000008 4 40.250000000000007 43.675000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5 38.57500000000001 11.500000000000002 2023.5000000000002 64.500000000000014 26.500000000000004 122.50000000000001 45.500000000000007
decision_type=9 9 10 8 9 8 8 8 10 10 10 10 8 10 9 8 8 9 10 10 10 10 9 10 8 8 8 10 10 10
left_child=2 -2 -1 11 5 -4 -7 12 9 -6 -11 -3 -5 -8 15 -9 25 24 20 -20 -19 28 -23 -24 -16 -17 -27 -21 -22 -25
right_child=1 3 4 7 8 6 13 14 -10 10 -12 -13 -14 -15 17 16 -18 18 19 27 21 22 23 29 -26 26 -28 -29 -30 -31
leaf_value=-1.554708530461208e-05 4.7287329663331318e-05 1.2709848549867878e-06 -7.971195085654252e-05 3.3046860036019872e-06 0.00012051281232133841 -5.5897909551843127e-05 -1.7848004630919182e-05 9.4333390464531198e-05 0.00010774530215140344 -5.8147925266881338e-06 0.00010078884880357601 -2.8516675753545744e-05 1.2052370209168645e-05 3.605837364915777e-05 6.4908428057094061e-06 -1.4371936548778538e-06 8.047743450612619e-06 0.00098971049716796802 -3.4767831127956633e-05 -9.8529576534784436e-05 -5.6495251984373749e-08 1.1866667858080523e-05 -1.866227226597198e-05 -2.1364703794890447e-06 1.0818576744518476e-06 -0.00014051772216971503 -5.5787301789100572e-05 3.0213513010666673e-05 -7.8353317453688147e-05 0.0020486573337420407
leaf_weight=27 210 38 31 111 53 25 77 29 28 59 26 111 99 33 62 47 41 99 30 93 888 147 42 139 205 43 37 27 51 53
leaf_count=27 210 38 31 111 53 25 77 29 28 59 26 111 99 33 62 47 41 99 30 93 888 147 42 139 205 43 37 27 51 53
internal_value=2.83594e-05 0.000370456 -0.00238919 0.000136496 -0.0018979 -0.00348023 -0.0025 0.000308378 -9.03953e-05 -0.000920863 -0.00255814 -0.00242667 0.00189573 -0.00144144 0.00014356 -0.00121154 -0.00217751 0.000294532 7.34179e-05 -0.00211921 0.000307042 0.000151401 0.0011623 6.53063e-05 0.00153957 -0.00353125 -0.00493827 -0.000991735 -0.000259574 0.000870466
internal_weight=2961 2602 359 2392 332 166 135 2243 166 138 85 149 210 110 2033 197 168 1836 1569 150 1419 1320 381 234 267 127 80 120 939 192
internal_count=2961 2602 359 2392 332 166 135 2243 166 138 85 149 210 110 2033 197 168 1836 1569 150 1419 1320 381 234 267 127 80 120 939 192
cat_boundaries=0 24 53 55 56 86 87
cat_threshold=268435472 2048 4 0 0 1 0 2147483648 1 0 0 0 8256 0 0 4096 0 0 33558528 0 0 0 0 8 0 2 0 0 2147483648 0 524288 0 0 0 0 4 0 1048576 0 0 0 0 0 8192 0 524288 0 0 0 268468224 4 0 524288 0 10240 19 0 0 0 0 65536 0 262144 0 0 0 0 2048 0 512 0 0 0 0 0 0 256 0 4194304 0 0 0 0 0 0 4096 216
is_linear=0
shrinkage=0.04


Tree=440
num_leaves=31
num_cat=10
split_feature=8 12 11 9 8 7 2 2 2 2 7 12 6 5 0 0 2 2 2 2 3 2 2 12 2 2 0 2 2 3
split_gain=1.39846 0.926378 0.727797 0.861966 0.71454 0.550275 0.513456 0.479948 0.511163 0.40274 0.371093 0.502318 0.489853 0.699524 0.450853 0.605349 0.435648 0.383724 0.357525 0.332468 0.294382 0.337757 0.29385 0.278571 0.25608 0.269789 0.242027 0.431793 0.215707 0.385562
threshold=0 1 2 3 4 5 16.500000000000004 23.500000000000004 129.50000000000003 7.5000000000000009 6 7 8 9.0000000000000018 45.425000000000004 42.710000000000008 25.500000000000004 24.500000000000004 17.500000000000004 51.500000000000007 2017.5000000000002 108.50000000000001 2.5000000000000004 9 73.500000000000014 27.500000000000004 12.250000000000002 21.500000000000004 4.5000000000000009 2016.5000000000002
decision_type=9 9 9 9 9 9 8 10 10 10 9 9 9 8 8 10 10 8 10 10 8 8 10 9 10 10 10 10 10 10
left_child=1 6 3 24 18 -4 9 -5 -9 -1 16 12 26 -14 15 17 -7 28 -3 -8 -15 23 -17 -22 25 -2 27 -12 -13 -30
right_child=2 4 5 7 -6 10 19 8 -10 -11 11 14 13 20 -16 22 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.581678675015262e-05 1.372526118189664e-05 -1.1257499884073362e-05 0.00015776186135631296 -5.9155545087475653e-06 6.9692926261129015e-06 3.8299343941752321e-06 2.4277379837881723e-05 -8.721357363145258e-05 -1.9279915400569971e-06 -4.6588623870047943e-05 -8.1599610376343004e-06 2.624706733586366e-06 -3.9540315035244891e-05 -2.8562560677700765e-05 8.3778047152381713e-05 -0.00011359143631488773 -8.8048460013343777e-05 4.137362673801601e-07 -4.3483916298854838e-06 -1.5837840573302926e-05 3.4949967211308338e-06 -7.1667017321865761e-05 -0.00017861728255788998 0.00025118267007194695 0.00037707472038354272 -1.4800441123878476e-06 1.8078033380818743e-06 4.6276899093290165e-07 -5.1188161656047799e-06 1.4575065122894489e-05
leaf_weight=27 66 60 201 50 114 64 30 37 25 27 29 81 46 115 39 25 50 488 51 32 104 88 38 143 29 25 585 43 204 28
leaf_count=27 66 60 201 50 114 64 30 37 25 27 29 81 46 115 39 25 50 488 51 32 104 88 38 143 29 25 585 43 204 28
internal_value=-8.14926e-06 -0.002375 0.000310635 -0.00177778 -0.000762712 0.00052225 -0.00516535 -0.0041626 -0.00685714 -0.00843636 0.000330124 0.000456701 0.00100687 4.73374e-05 -0.000249453 -0.00044393 -0.001792 -0.000144638 -0.00291803 -0.00304762 0.000532151 0.00113095 -0.0041875 0.0018871 0.000610687 -0.000391304 0.00171856 -0.000438356 -0.00123567 -0.00185408
internal_weight=2944 341 2603 232 225 2371 116 112 62 54 2170 2056 1153 496 903 864 114 801 111 62 450 335 63 247 120 91 657 72 313 232
internal_count=2944 341 2603 232 225 2371 116 112 62 54 2170 2056 1153 496 903 864 114 801 111 62 450 335 63 247 120 91 657 72 313 232
cat_boundaries=0 29 30 32 34 47 64 80 82 83 84
cat_threshold=268435456 0 4 0 2147483648 0 0 2147483648 0 0 0 133120 10240 0 0 0 0 0 33558528 0 0 0 0 8 0 0 64 0 524288 67243010 67125250 66592 0 2080 268435456 0 0 0 0 0 0 0 0 0 0 133120 10240 268435456 33 0 2099200 2 0 0 8192 0 16 32 0 0 0 0 0 1073741952 131073 128 536870912 0 0 134217730 0 0 0 0 0 0 0 0 0 32 1164322 2 344 114688
is_linear=0
shrinkage=0.04


Tree=441
num_leaves=31
num_cat=15
split_feature=7 12 4 7 12 0 5 6 15 6 12 0 13 0 12 0 7 0 1 0 12 7 0 9 0 1 4 0 12 0
split_gain=1.03949 1.31068 0.853746 0.749022 0.540093 0.495376 0.365821 0.511698 0.462259 0.384212 0.56808 0.387749 0.341316 0.523151 0.295854 0.332861 0.26991 0.795437 0.223434 0.223403 0.211048 0.19934 0.198853 0.196139 0.191979 0.17744 0.22612 0.169856 0.160512 0.212305
threshold=0 1 575.00000000000011 2 3 12.250000000000002 1.5000000000000002 4 5 6 7 18.500000000000004 8 32.500000000000007 9 18.500000000000004 10 39.07500000000001 2.5000000000000004 44.07500000000001 11 12 40.250000000000007 13 29.500000000000004 5.5000000000000009 20282.500000000004 40.250000000000007 14 16.750000000000004
decision_type=9 9 10 9 9 10 8 9 9 9 9 10 9 10 9 10 9 10 10 10 9 9 10 9 10 10 8 10 9 10
left_child=1 -1 12 19 16 -6 25 20 9 -9 11 -11 13 -3 18 -16 17 -5 -10 21 23 24 -14 -8 -2 26 -7 -25 29 -12
right_child=3 2 -4 4 5 6 7 8 14 10 28 -13 22 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=2.236668463910467e-06 6.2222800987465801e-06 1.7908325453746373e-09 -5.9860652234685423e-05 6.8270774079952219e-07 -1.755226938681361e-06 -6.0884190255167457e-05 -3.4124879978300706e-06 1.176136948990453e-05 5.4296130028650136e-05 -2.2847937574453717e-07 1.2158444410050388e-07 -7.2142524098040575e-05 -4.002147861908963e-06 -3.2951715137644141e-05 5.0506292706604799e-06 -3.3999907195581546e-05 5.9608064643301458e-06 -0.00012855395139179683 7.0390361621530694e-06 5.325831201139701e-06 1.2424131386361893e-05 3.3205477354338821e-05 2.4393972857408529e-05 1.8803052043807892e-05 -3.2510201012227503e-07 1.7277141605544067e-06 -1.0885412784837914e-05 1.5610959294769246e-06 3.5379440431841057e-07 -4.6388565749217946e-06
leaf_weight=119 43 43 37 123 76 28 103 195 25 34 43 90 130 74 40 139 418 39 86 33 185 187 25 195 63 26 78 103 130 65
leaf_count=119 43 43 37 123 76 28 103 195 25 34 43 90 130 74 40 139 418 39 86 33 185 187 25 195 63 26 78 103 130 65
internal_value=0.000141129 -0.00165831 -0.0030125 0.000448788 0.000181004 -0.000191283 -3.8314e-05 0.000147838 -0.000480186 -0.00114789 -0.00190885 -0.00402963 -0.00231502 -0.00384375 0.000797342 -0.000231579 0.00121827 -0.000184971 0.00232787 0.00220772 0.00104523 0.00262585 -0.000843373 0.000495146 0.000888889 -0.00204511 -0.00276635 0.00100971 -0.000674699 -0.0017479
internal_weight=2975 428 309 2547 2221 1641 1565 1433 847 557 362 124 272 117 290 179 580 162 111 326 586 293 155 401 106 132 106 298 238 108
internal_count=2975 428 309 2547 2221 1641 1565 1433 847 557 362 124 272 117 290 179 580 162 111 326 586 293 155 401 106 132 106 298 238 108
cat_boundaries=0 18 19 37 39 40 41 42 44 45 46 63 64 75 77 78
cat_threshold=1 144 33554432 2621440 0 134225984 0 4194304 65536 402653184 8192 0 0 268435456 0 32 1073741824 128 81984 268435456 0 1075052544 262148 0 0 0 268443648 33554432 536870912 32 64 8388624 0 0 0 16 256 1068320 2 400 67108864 66 2 32 12 67174466 0 0 67108864 0 0 0 0 537001984 2048 0 0 0 0 0 0 0 4096 41026 0 0 1048576 4 0 0 0 0 0 0 32 0 24580 84049920
is_linear=0
shrinkage=0.04


Tree=442
num_leaves=31
num_cat=11
split_feature=7 7 12 2 15 6 5 4 12 6 2 2 2 12 0 2 0 2 2 9 12 17 4 5 2 2 2 2 0 2
split_gain=1.51786 0.614796 1.47926 0.85291 0.543711 0.838832 0.607469 0.534675 0.467526 0.564854 0.651378 0.48234 0.470234 0.464347 0.446076 0.441817 0.439025 0.329898 0.380931 0.295827 0.293151 0.27105 0.310326 0.262724 0.2548 0.25092 0.334467 0.240692 0.234384 0.308486
threshold=0 1 2 7.5000000000000009 3 4 1.5000000000000002 6670500000.000001 5 6 44.500000000000007 6.5000000000000009 9.5000000000000018 7 42.960000000000008 64.500000000000014 33.175000000000004 20.500000000000004 28.500000000000004 8 9 10 22.000000000000004 1.5000000000000002 16.500000000000004 15.500000000000002 50.500000000000007 28.500000000000004 39.07500000000001 16.500000000000004
decision_type=9 9 9 8 9 9 8 8 9 9 10 8 8 9 8 8 10 8 8 9 9 9 10 8 8 10 10 8 10 8
left_child=-1 2 24 -4 -3 13 -7 -5 9 28 12 -10 -11 -6 19 16 -9 -14 -19 20 -13 22 23 -15 -2 -25 -27 -21 -8 -30
right_child=1 4 3 7 5 6 8 15 11 10 -12 14 17 21 -16 -17 -18 18 -20 27 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=1.2544849164572247e-05 -2.1516941904994394e-06 2.7576977200626233e-06 7.9493714655299273e-06 -2.2695502747523495e-05 -4.9445182576222146e-06 -4.3752850184926492e-05 0.00088155786868348185 -2.1399392200794797e-06 -1.6151278493644895e-05 2.4924102061554983e-06 -2.8718182638635341e-08 -4.1632577400951281e-07 -2.3155252895448094e-05 -1.3197376094053252e-05 -8.2911111254740032e-05 3.8287925724638923e-07 -6.1052081608539937e-05 4.7005055599453909e-06 -2.8147180854819998e-05 0.0002121341071237242 9.104573246768708e-07 5.7535155059314154e-05 6.9039084645818797e-05 -7.5539528129467808e-06 3.5630911348929892e-06 1.4269916545067107e-05 -2.3283887877062799e-06 5.9399432466446387e-06 4.3338329909314857e-05 -6.9604810165015024e-05
leaf_weight=441 77 248 33 34 110 53 30 85 100 41 118 131 61 37 61 50 99 26 88 85 120 323 64 46 135 45 39 94 44 42
leaf_count=441 77 248 33 34 110 53 30 85 100 41 118 131 61 37 61 50 99 26 88 85 120 323 64 46 135 45 39 94 44 42
internal_value=0.000175616 -0.000207114 -0.00142748 -0.00319231 0.000111056 -0.000140192 -0.000818099 -0.00404461 -0.000610365 -0.00156182 -0.00238841 0.000139535 -0.00376037 0.000971852 0.000658537 -0.00333617 -0.00423784 -0.00465909 -0.00333913 0.00111369 0.000167939 0.00144425 0.000347108 -0.000547619 0.00111211 0.000305344 0.0016 0.00229474 0.000818898 -0.000183908
internal_weight=2960 2519 513 301 2006 1758 1094 268 1041 450 334 591 216 664 491 234 184 175 114 430 251 554 231 167 212 130 84 179 116 86
internal_count=2960 2519 513 301 2006 1758 1094 268 1041 450 334 591 216 664 491 234 184 175 114 430 251 554 231 167 212 130 84 179 116 86
cat_boundaries=0 18 36 37 38 39 41 42 43 45 47 48
cat_threshold=268435458 268435472 1074790400 262148 32 0 0 8192 0 32 32768 0 268435456 0 0 0 1073746048 33536 131073 0 33554432 2621440 524288 8192 131072 536870912 33554432 0 8192 256 0 268435456 0 32 0 128 84977728 2147483648 274 84025696 32 68 32832 0 2080 49154 2 14
is_linear=0
shrinkage=0.04


Tree=443
num_leaves=31
num_cat=10
split_feature=7 8 12 2 7 12 2 2 8 12 1 2 12 2 2 2 4 3 11 2 3 2 3 2 2 4 9 2 2 5
split_gain=1.20705 0.813828 0.96033 0.916343 0.765894 0.574112 0.391668 0.378481 0.363613 1.14594 0.559396 0.551221 0.558638 0.426145 0.485583 0.384263 0.329466 0.330582 0.352965 0.454106 0.383952 0.240872 0.239709 0.227107 0.224087 0.199001 0.274169 0.337896 0.390052 0.318611
threshold=0 1 2 19.500000000000004 3 4 34.500000000000007 52.500000000000007 5 6 5.5000000000000009 4.5000000000000009 7 28.500000000000004 15.500000000000002 9.5000000000000018 1972110000.0000002 2019.5000000000002 8 442.50000000000006 2005.5000000000002 49.500000000000007 2002.5000000000002 21.500000000000004 47.500000000000007 1950.0000000000002 9 44.500000000000007 13.500000000000002 2.5000000000000004
decision_type=9 9 9 8 9 9 10 10 9 9 8 8 9 10 10 10 10 10 9 10 10 10 10 10 8 10 9 8 10 8
left_child=5 2 3 -2 23 7 -4 24 9 10 -6 -10 13 14 15 -13 17 18 20 -20 22 -15 25 -3 -1 26 -14 28 29 -28
right_child=1 4 6 -5 8 -7 -8 -9 11 -11 -12 12 16 21 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.5442455450512579e-07 -4.9033545795405734e-05 -3.0247627525123294e-06 9.476888528750454e-06 -1.1045454312340584e-05 1.8859750691690429e-07 2.0543369443513765e-06 -2.3024748033771924e-06 1.8362994063751478e-06 6.5751863279884385e-06 5.4925808405670298e-06 -3.873832667865248e-05 -6.0136107659219703e-05 3.6260879731126111e-08 1.5923460890914359e-06 -1.9036697900058784e-05 6.5115749762110005e-06 -9.9851654357177184e-05 -1.8011703536955267e-05 4.7920734675268655e-05 -4.6278921153976386e-05 2.9973779283164934e-05 -7.3093865921784238e-07 -5.1098532426503355e-05 -3.9229325123074052e-05 -4.3541457776443673e-05 3.5357025425015345e-05 2.4637567881685816e-05 0.00046713544584257014 -1.9448550739234468e-05 -1.8258572341042751e-05
leaf_weight=169 50 52 75 54 74 473 25 111 184 243 29 77 275 56 54 36 37 38 279 36 105 95 36 57 44 32 33 41 43 29
leaf_count=169 50 52 75 54 74 473 25 111 184 243 29 77 275 56 54 36 37 38 279 36 105 95 36 57 44 32 33 41 43 29
internal_value=0.000301733 -0.000194805 -0.00253023 -0.00507826 6.35247e-05 0.00161881 0.00036036 0.000286567 0.000264786 0.00141176 -0.002 -1.06879e-05 -0.000300844 -0.00172644 -0.00316667 -0.00164912 0.000176885 0.000324895 0.000479121 0.00153374 -0.000105785 -0.000236842 -0.000579592 -0.00303333 -0.000691589 -0.000325991 -0.000559242 -0.00188535 -0.00320755 -0.00114286
internal_weight=2942 2145 204 104 1941 797 100 324 1832 346 103 1486 1302 318 167 113 984 947 909 315 594 151 489 109 213 453 421 146 105 62
internal_count=2942 2145 204 104 1941 797 100 324 1832 346 103 1486 1302 318 167 113 984 947 909 315 594 151 489 109 213 453 421 146 105 62
cat_boundaries=0 18 47 49 61 63 89 90 91 94 96
cat_threshold=0 1 68157440 264196 0 0 0 139264 2048 134225936 32 0 144 268435456 0 0 1073745936 256 0 2048 4 0 2147483648 1 0 0 1 0 0 0 8192 0 0 0 0 0 0 0 128 0 0 8 0 0 64 0 524288 33026 32 1 0 0 524288 524288 134217728 0 536870912 0 268435456 0 256 25696 32 1342177296 8 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 256 0 4194304 0 0 16384 163936 84959488 36 0 524288 0 18480
is_linear=0
shrinkage=0.04


Tree=444
num_leaves=31
num_cat=11
split_feature=8 7 12 8 12 0 0 2 13 0 2 5 6 0 0 4 2 2 12 2 7 2 0 8 2 2 2 0 2 6
split_gain=1.41961 0.803281 1.15201 0.704912 0.829351 0.703322 0.399431 0.366822 0.304975 0.741914 0.672411 0.689353 0.50636 0.475841 0.396616 0.393031 0.479935 0.33908 0.293449 0.758196 0.310146 0.275901 0.275073 0.260481 0.270253 0.25294 0.229379 0.219819 0.33842 0.213111
threshold=0 1 2 3 4 12.250000000000002 24.500000000000004 1.5000000000000002 5 42.710000000000008 1.0000000180025095e-35 1.5000000000000002 6 43.175000000000004 39.07500000000001 6670500000.000001 23.500000000000004 7.5000000000000009 7 155.00000000000003 8 141.50000000000003 40.250000000000007 9 95.500000000000014 8.5000000000000018 12.500000000000002 38.57500000000001 67.500000000000014 10
decision_type=9 9 9 9 9 10 10 10 9 10 10 8 9 10 10 8 10 10 9 10 9 10 10 9 10 8 10 10 10 9
left_child=18 2 26 -3 22 -6 -4 -8 9 12 14 -12 17 29 -10 -14 -17 -7 19 20 -1 23 -5 -20 -25 -24 -2 -9 -29 -13
right_child=1 3 6 4 5 8 7 27 10 -11 11 13 15 -15 -16 16 -18 -19 21 -21 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=1.0684006830832969e-06 -2.5368244399316592e-05 -7.9269752091047287e-06 1.6506606553024622e-06 1.3023906605699837e-05 -6.2264929048640752e-05 0.00057421255837567962 -7.344448463727706e-06 -0.00013623952121547716 0.00017114354441236221 2.3674046774002149e-05 -5.7029953537272923e-05 0.00049987273744870079 2.0763607941104201e-05 -3.2524239528751023e-05 -0.00026680576942345415 -4.5034900780614591e-05 -0.00029296547505190765 -1.3278780442743546e-06 -5.4051584403023551e-07 -3.8872056114988297e-05 -3.074929590329851e-07 1.1712637692393362e-05 -4.3314856456406872e-05 1.0382282153213813e-06 -6.4060699444316927e-06 1.3368010036203156e-05 1.9296696842964614e-05 -2.8192919067247715e-05 7.6460862708870026e-06 9.8491328779081294e-06
leaf_weight=108 46 249 25 327 25 32 28 32 30 56 27 113 30 28 30 124 65 100 107 27 142 75 26 632 35 34 75 123 27 158
leaf_count=108 46 249 25 327 25 32 28 32 30 56 27 113 30 28 30 124 65 100 107 27 142 75 26 632 35 34 75 123 27 158
internal_value=0.000144365 -0.000549149 -0.00222343 -0.000125597 0.000279605 -0.000443908 -0.00382114 -0.00454976 -0.000236776 -0.000985646 0.000564232 0.00129664 -0.00169318 0.00185333 -0.00327869 -0.0028 -0.0036 0.000335664 0.00125242 9.72224e-05 0.000796813 0.00162326 0.00177889 0.00141419 0.00169322 -0.000655738 0.000939394 -0.00520219 -0.00450331 0.00236765
internal_weight=2936 1810 356 1454 1205 818 235 210 793 407 386 326 351 299 60 219 189 132 1126 277 250 849 387 774 667 60 121 182 150 271
internal_count=2936 1810 356 1454 1205 818 235 210 793 407 386 326 351 299 60 219 189 132 1126 277 250 849 387 774 667 60 121 182 150 271
cat_boundaries=0 30 42 43 73 75 76 77 79 87 113 114
cat_threshold=1342177296 10 0 134217728 0 0 524288 2147483648 0 32768 0 4 0 1049088 0 0 0 0 0 10240 256 0 20971520 0 0 49152 4 0 524288 8192 268435459 128 536870912 2099200 524288 134217728 131072 0 33619968 134217728 0 128 1189984 0 2048 0 0 2147483648 1 262144 0 0 0 0 0 8192 0 0 4096 0 0 0 0 2147483648 0 0 0 0 0 64 0 0 4096 84053248 2 10 328 67133504 2 0 0 0 0 0 0 131072 131072 0 0 0 134217728 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 256 0 0 0 0 16384 146
is_linear=0
shrinkage=0.04


Tree=445
num_leaves=31
num_cat=10
split_feature=7 9 7 12 2 7 3 2 2 2 12 5 9 0 2 2 3 3 2 12 2 0 2 2 12 13 5 2 2 2
split_gain=1.99812 0.686427 0.701178 0.937638 0.764552 0.493294 0.443736 0.437035 0.411874 0.469574 0.40219 0.686456 0.398539 0.85607 0.678221 0.983472 0.503702 0.528745 0.484968 0.38795 0.383981 0.456026 0.370522 0.366706 0.337592 0.454357 0.287495 0.28094 0.272336 0.269885
threshold=0 1 2 3 7550.0000000000009 4 2013.5000000000002 4011.5000000000005 28.500000000000004 5.5000000000000009 5 1.5000000000000002 6 29.500000000000004 7.5000000000000009 29.500000000000004 2020.5000000000002 2014.5000000000002 100.50000000000001 7 50.500000000000007 39.07500000000001 67.500000000000014 37.500000000000007 8 9 9.0000000000000018 7.5000000000000009 2583.5000000000005 13.500000000000002
decision_type=9 9 9 9 8 9 10 8 10 10 9 8 9 10 10 10 10 8 10 9 8 10 10 10 9 9 8 10 8 10
left_child=5 7 3 -3 8 6 19 -2 9 -5 28 27 13 -13 -15 -16 17 18 -14 20 21 23 -10 -1 25 -19 -27 -12 -4 -11
right_child=1 2 10 4 -6 -7 -8 -9 22 29 11 12 16 14 15 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.1660749926236071e-06 -5.2936851896666629e-05 3.4829963537131426e-06 6.3175771621428219e-06 -0.00013615061784009582 0.00027734253719662987 0.00014435469657873837 -2.8052713678132512e-06 4.0299845706490382e-06 -1.4104336290969033e-05 8.7875474896266064e-05 1.0425023323880688e-05 -0.00010834523879025984 -5.1513916134615909e-05 0.00042744453172548631 -2.0520676299287077e-05 4.3665675705024373e-05 -2.3856132727629102e-05 9.9279180961841194e-06 1.6042687055668658e-05 1.0678438246645934e-06 7.6964973391043336e-07 -1.2277143684934537e-05 -7.1484121887514725e-05 -4.5541931256173105e-07 4.2382007373713384e-06 -6.4858277837632786e-06 -4.4521229276821754e-07 -2.464008553845563e-05 -3.9683552688546912e-05 -1.3280579186595035e-05
leaf_weight=109 88 102 431 28 28 255 32 40 34 33 34 25 134 62 59 58 26 115 34 365 91 29 48 30 359 25 126 60 30 44
leaf_count=109 88 102 431 28 28 255 32 40 34 33 34 25 134 62 59 58 26 115 34 365 91 29 48 30 359 25 126 60 30 44
internal_value=0.000196252 -0.000505408 -0.000304302 -0.0019878 -0.00345133 0.0017397 0.00111544 -0.00322302 -0.00453191 -0.00283019 4.53117e-05 -0.000365248 -6.64061e-05 -0.0016 -0.000688889 -0.00247458 0.00033253 0.000518892 -0.00146746 0.0013696 0.000133333 -0.000994083 -0.0066506 -2.85713e-05 0.00105431 -5.77616e-05 -0.00145679 -0.00362105 0.00102542 -0.00117949
internal_weight=2934 2023 1895 317 215 911 656 128 187 105 1578 1117 1023 204 179 117 819 793 168 624 259 168 82 139 625 266 151 94 461 77
internal_count=2934 2023 1895 317 215 911 656 128 187 105 1578 1117 1023 204 179 117 819 793 168 624 259 168 82 139 625 266 151 94 461 77
cat_boundaries=0 18 20 36 37 54 56 58 60 61 62
cat_threshold=0 1 68427776 270340 34 0 0 139264 65536 8224 32 64 268435472 0 0 0 4112 33024 257 8192 3 128 33554432 2099200 65536 8258 0 268435456 0 402653184 0 384 0 268435456 0 32 1132608 0 0 68157440 4 32 0 0 131072 65536 8192 0 0 0 0 0 0 4096 26720 2 0 16388 1130752 32 17826818 12
is_linear=0
shrinkage=0.04


Tree=446
num_leaves=31
num_cat=9
split_feature=8 11 0 7 2 7 0 2 12 9 3 2 0 9 3 2 2 3 12 2 2 0 3 7 2 2 2 2 2 0
split_gain=1.12848 0.933156 0.743913 0.673447 1.08076 0.405546 0.728824 0.62731 0.542624 0.552583 0.561686 0.49257 0.551134 0.376247 0.379965 0.442857 0.408266 0.347193 0.342019 0.313129 0.867005 0.359149 0.312524 0.272172 0.309178 0.269896 0.333418 0.25606 0.329116 0.290396
threshold=0 1 27.750000000000004 2 17.500000000000004 3 40.250000000000007 18.500000000000004 4 5 2010.5000000000002 32.500000000000007 43.175000000000004 6 1958.5000000000002 41.500000000000007 10.500000000000002 1993.5000000000002 7 70.500000000000014 49.500000000000007 20.500000000000004 2017.5000000000002 8 10.500000000000002 24.500000000000004 7.5000000000000009 14.500000000000002 136.50000000000003 38.57500000000001
decision_type=9 9 10 9 10 9 10 8 9 9 10 8 10 9 10 10 10 10 9 8 10 10 10 9 10 10 10 8 10 8
left_child=18 2 -2 4 -3 6 -5 -8 13 10 17 12 -11 -7 15 16 -15 27 19 20 21 -1 -12 -20 -25 26 -23 -10 29 -29
right_child=1 3 -4 5 -6 8 7 -9 9 11 22 -13 -14 14 -16 -17 -18 -19 23 -21 -22 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=5.2680479441859024e-07 -2.4835986665326133e-06 -0.00014566780759281357 -0.00010513613357875863 0.0017377263886929079 5.7826272698914717e-06 1.2159764187051414e-05 3.6254787955255367e-05 -0.00010071085360093977 -1.0899722845402344e-06 0.0018158211546700262 -8.952211033553391e-05 -3.1573782522545843e-05 -2.372223619946523e-06 1.3861694383025064e-06 0.002711509712675093 2.0107415097613352e-05 -4.5607143980287774e-05 4.9978887920508632e-05 4.4966081975306925e-08 2.3663286371400134e-06 -1.8644920417296762e-06 -3.2106344351016547e-05 -5.4695789065385084e-05 5.6502923544936247e-07 1.7611258377840228e-06 -9.1227957167238365e-06 1.7478274437576618e-06 -0.00040221561790828691 5.7673150422894689e-05 -1.1613667454597147e-05
leaf_weight=115 89 124 25 130 85 336 25 51 154 173 25 81 26 55 25 42 51 57 156 75 34 26 36 202 415 27 43 50 41 166
leaf_count=115 89 124 25 130 85 336 25 51 154 173 25 81 26 55 25 42 51 57 156 75 34 26 36 202 415 27 43 50 41 166
internal_value=0.000231214 -0.000372443 -0.003712 -0.000130734 -0.0022 0.000166775 0.00176959 -0.00124675 -9.63129e-05 -0.000736585 -0.00148889 0.000687285 0.00178 0.000915385 -0.000586956 -0.00139597 -0.00276635 -0.00104051 0.00124275 0.000120846 -0.000569106 0.000396227 -0.00509677 0.00169898 0.0020828 -0.00140206 -5.71427e-05 -0.0014466 -0.00221705 -0.00283871
internal_weight=2940 1847 114 1733 209 1524 206 76 1318 809 529 280 199 509 173 148 106 468 1093 320 245 211 61 773 617 96 69 411 257 216
internal_count=2940 1847 114 1733 209 1524 206 76 1318 809 529 280 199 509 173 148 106 468 1093 320 245 211 61 773 617 96 69 411 257 216
cat_boundaries=0 30 31 49 66 68 70 72 74 83
cat_threshold=1342177296 12 0 134217728 65536 0 0 0 1 32768 0 4 10240 1048576 0 0 0 0 4096 10240 256 0 20971520 0 0 0 4 0 0 8192 34 0 0 0 2621444 32 0 33554432 536870912 33619968 0 0 384 0 0 0 32 0 128 268435456 0 1073741824 264192 0 0 4194304 8192 0 0 8192 0 16 268435456 0 0 4112 214112 32 0 30720 0 18468 1065024 34 0 0 0 0 0 0 131072 0 2048
is_linear=0
shrinkage=0.04


Tree=447
num_leaves=31
num_cat=15
split_feature=8 8 12 3 12 11 6 3 12 0 9 3 12 1 0 6 12 0 3 7 12 12 4 0 9 1 0 3 4 0
split_gain=1.36042 0.740101 0.887616 0.691229 0.684086 0.451249 0.565977 0.512136 0.485274 0.460882 0.408805 0.380953 0.324638 0.396717 0.56107 0.277311 0.578253 0.233338 0.232475 0.225842 0.572344 0.306287 0.220712 0.215408 0.174397 0.148376 0.147183 0.137833 0.130784 0.124618
threshold=0 1 2 2003.5000000000002 3 4 5 1998.5000000000002 6 36.400000000000006 7 2001.5000000000002 8 5.5000000000000009 32.500000000000007 9 10 15.500000000000002 2011.5000000000002 11 12 13 215.00000000000003 42.250000000000007 14 5.5000000000000009 35.850000000000009 2003.5000000000002 11633120000.000002 40.250000000000007
decision_type=9 9 9 8 9 9 9 10 9 10 9 10 9 8 10 9 9 10 8 9 9 9 10 10 9 8 10 10 10 10
left_child=3 12 10 -1 -5 7 8 -4 -7 -10 -3 26 13 -2 -15 17 22 -12 -18 20 -14 -21 -17 -19 29 -26 -8 -6 -23 -20
right_child=1 2 5 4 27 6 11 -9 9 -11 15 -13 19 14 -16 16 18 23 24 21 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.499826585443877e-05 5.8378118543887441e-07 -9.2082985072373329e-06 -8.902839444923116e-06 -2.0047622148111644e-05 -2.3662007897842332e-06 1.5255611866110435e-05 -6.0689067210781565e-07 -1.5989656047981218e-05 1.6432762577731818e-05 -2.9204914657701839e-05 6.1524153845466965e-09 0.0002632803285653125 -1.8105707643139715e-07 1.7102096915567099e-06 -2.0739356951965913e-05 9.3043879929963688e-05 -5.2330004362641361e-05 0.0001147471565574694 -1.3564086973205611e-05 2.7458191404150511e-07 2.1688020836270368e-06 4.0215171813224281e-06 -7.7733332746775272e-06 -1.7132307426259981e-05 2.5653158385188292e-06 0.00090817734540755122 -7.7945942232761893e-05 3.1246394156194417e-05 4.7400695831121201e-06 7.5682871177583047e-05
leaf_weight=25 182 171 92 103 174 231 40 25 30 90 33 59 108 40 36 108 59 229 73 122 136 386 27 25 78 26 128 27 34 28
leaf_count=25 182 171 92 103 174 231 40 25 30 90 33 59 108 40 36 108 59 229 73 122 136 386 27 25 78 26 128 27 34 28
internal_value=0.000252905 0.000561565 5.11851e-06 -0.00212941 -0.00165246 -0.00104816 -0.000556876 -0.00321875 0.000453039 -0.00152672 0.000861751 -0.00206723 0.00138009 0.000118959 -0.00228571 0.00129699 0.00057561 0.00224161 -0.000523636 0.0017867 0.000690196 0.00225678 0.00260274 0.00272941 9.70875e-05 0.00118261 -0.00312426 -0.000169811 0.00278422 -0.00103571
internal_weight=2925 2596 1552 329 304 695 578 117 351 120 857 227 1044 258 76 686 399 287 264 786 244 542 135 254 205 104 168 201 420 101
internal_count=2925 2596 1552 329 304 695 578 117 351 120 857 227 1044 258 76 686 399 287 264 786 244 542 135 254 205 104 168 201 420 101
cat_boundaries=0 29 55 56 57 59 60 62 64 66 67 68 77 78 80 82
cat_threshold=268435456 2048 4 0 2147483648 0 0 2147483648 0 32768 0 0 64 0 0 4096 0 0 0 0 2147483648 0 0 8 0 49152 64 0 524288 1073741840 8 0 0 65536 0 0 0 1 0 0 131076 0 1049088 0 0 0 0 4096 8192 256 0 20971520 0 0 1073741824 159042 33026 32800 1024 396 1146880 32 0 16388 16785504 2 90 8512 131072 0 0 4 0 64 131072 0 67584 114946 68288512 32 0 2048
is_linear=0
shrinkage=0.04


Tree=448
num_leaves=31
num_cat=9
split_feature=8 7 8 3 5 2 12 2 12 2 3 2 7 2 6 12 1 3 2 12 0 2 2 1 0 2 5 2 2 0
split_gain=1.33714 0.93797 0.683507 0.61853 0.687996 0.43266 0.680092 0.490879 0.483833 0.555965 0.569463 0.47872 0.384119 0.377092 0.410192 0.510457 0.585891 0.385843 0.346186 0.294532 0.31257 0.730472 0.474441 0.275394 0.274244 0.266155 0.32424 0.222583 0.315154 0.220158
threshold=0 1 2 2004.5000000000002 1.5000000000000002 14.500000000000002 3 442.50000000000006 4 10.500000000000002 2011.5000000000002 169.50000000000003 5 15.500000000000002 6 7 5.5000000000000009 2011.5000000000002 22.500000000000004 8 39.07500000000001 39.500000000000007 25.500000000000004 5.5000000000000009 36.900000000000006 24.500000000000004 4.5000000000000009 22.500000000000004 29.500000000000004 42.960000000000008
decision_type=9 9 9 8 8 8 9 10 9 10 10 10 9 8 9 9 10 8 8 9 10 10 10 8 10 10 8 10 10 10
left_child=3 -2 29 -1 -5 8 12 11 9 10 -4 13 -7 -8 19 -16 17 -17 -14 27 21 -21 -22 -10 -6 -19 -27 -15 -29 -3
right_child=1 2 5 4 24 6 7 -9 23 -11 -12 -13 18 14 15 16 -18 25 -20 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00017770709474261654 4.011128428682916e-05 3.8828157668360344e-06 -3.361472281908423e-05 -1.8591617650271744e-05 -0.00022148547503253148 1.6633131612760546e-06 -1.289166830230367e-05 -3.0389160657280123e-05 1.5001372526890597e-06 4.4942175496404426e-06 0.00023378861778885552 7.1503189326092357e-05 -5.2813807456282695e-05 5.554157899043922e-06 2.20561135565333e-06 -3.9884170494763015e-05 -0.00017041912035370906 1.002742723855747e-05 2.24129653839911e-06 1.812481467432145e-06 -6.1013490756771375e-05 -2.0853833666147581e-07 1.1115334076179082e-05 1.0187652609274368e-05 9.6969391767542202e-07 -1.0111810435492008e-05 -5.1296375443505545e-06 -4.2805426286585723e-06 9.619935897422357e-07 -1.598491724963344e-05
leaf_weight=25 217 345 165 31 60 127 46 37 354 48 25 31 75 54 117 35 28 59 310 72 33 77 45 91 138 26 61 33 127 40
leaf_count=25 217 345 165 31 60 127 46 37 354 48 25 31 75 54 117 35 28 59 310 72 33 77 45 91 138 26 61 33 127 40
internal_value=0.000207296 0.000473038 0.000244337 -0.00250566 -0.00193043 -4.59989e-05 -0.000450502 -0.00111659 0.000777778 -0.000674699 -0.00167539 -0.00092781 0.000703633 -0.00111548 -0.000901041 -0.00194659 -0.00310909 -0.0023956 5.05052e-05 -7.96459e-05 -0.00105882 -2.66665e-05 -0.00313924 0.00153509 -0.00104523 -0.00146939 -0.00286364 0.00096 0.000248447 0.00176768
internal_weight=2932 2678 2461 254 229 2076 1393 881 683 238 190 844 512 813 767 326 209 181 385 441 227 149 78 445 198 146 87 214 160 385
internal_count=2932 2678 2461 254 229 2076 1393 881 683 238 190 844 512 813 767 326 209 181 385 441 227 149 78 445 198 146 87 214 160 385
cat_boundaries=0 29 46 76 77 79 88 89 90 92
cat_threshold=0 1048576 4 0 2147483648 0 0 2147483648 0 32768 0 0 0 0 0 4096 0 0 33554432 2 2147483648 0 0 0 0 0 64 0 524288 2 268435456 1074790400 2097152 2 64 0 8192 0 134217728 0 0 0 0 0 0 1073741840 1342177296 8 0 0 0 0 0 0 0 0 0 131076 0 1048576 0 0 0 0 0 10240 256 0 4194304 0 0 0 0 0 0 4096 77088 36160 32 0 0 0 4 0 0 0 131072 2048 30 49216 67239938 32
is_linear=0
shrinkage=0.04


Tree=449
num_leaves=31
num_cat=11
split_feature=7 7 9 2 8 9 12 2 7 2 2 2 2 8 1 12 3 2 12 1 2 13 2 2 2 0 2 2 2 2
split_gain=1.45007 1.03522 0.636842 0.610419 0.50951 0.452243 0.42836 0.462608 0.603682 0.463626 0.402424 0.400063 0.413207 0.373401 0.490592 0.394506 0.349527 0.394334 0.346419 0.523681 0.315805 0.311173 0.40151 0.37256 0.292641 0.274034 0.422926 0.266909 0.30612 0.264195
threshold=0 1 2 80.500000000000014 3 4 5 86.500000000000014 6 71.500000000000014 136.50000000000003 48.500000000000007 21.500000000000004 7 1.5000000000000002 8 2019.5000000000002 119.00000000000001 9 5.5000000000000009 492.00000000000006 10 49.500000000000007 3.5000000000000004 70.500000000000014 39.07500000000001 49.500000000000007 19.500000000000004 3.5000000000000004 27.500000000000004
decision_type=9 9 9 10 9 9 9 10 9 10 10 8 10 9 10 9 8 8 9 8 10 9 8 10 10 10 10 10 10 10
left_child=2 -2 3 11 18 27 7 8 -7 13 -9 12 -1 15 -15 -10 -4 -18 19 -3 -12 23 -23 -8 25 26 -24 28 -6 -17
right_child=1 4 16 -5 5 6 21 10 9 -11 20 -13 -14 14 -16 29 17 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.4214970889189756e-06 5.2520142294435781e-05 3.8707916781064652e-06 0.00050162229924104336 -0.00012631334795182986 -0.00010268454786813193 1.6666683978041484e-05 8.9723186167710704e-06 -4.6935143270078469e-06 1.7399822691672962e-06 2.0110782837445566e-06 7.77313462061284e-05 3.6712155215778488e-06 -2.5392715310991439e-05 0.0050015835869223393 -8.6182040076600044e-06 -5.4088621918597856e-06 -1.2669441998412019e-05 1.831751060680351e-05 6.5056431069043266e-06 -4.0593521137234727e-06 -2.481497053375195e-05 3.0807940995186744e-06 0.00019835141873803924 -7.6936370276803223e-07 5.1722417877324136e-06 -0.00013772558361837284 -4.1540649100415529e-07 -0.0003051727772954868 2.3891279224983466e-05 6.4560913153783643e-08
leaf_weight=79 261 84 38 37 35 115 31 67 142 35 38 36 33 40 585 78 80 28 270 31 25 199 36 264 64 27 25 37 32 92
leaf_count=79 261 84 38 37 35 115 31 67 142 35 38 36 33 40 585 78 80 28 270 31 25 199 36 264 64 27 25 37 32 92
internal_value=5.43309e-06 0.000324695 -0.00244444 -0.00397959 5.41686e-05 -0.000208291 -5.76306e-05 -0.000498371 -0.000231617 -0.000561546 -0.00274809 -0.00300671 -0.00417699 -0.00073774 -0.00128931 0.000396285 -0.000356688 -0.00154128 0.00136364 -0.00047619 -0.0004375 0.000767123 0.00155801 -0.000196078 5.22877e-05 -0.0014382 6.45163e-05 -0.00264348 -0.00135294 -0.000883978
internal_weight=2944 2613 331 185 2352 1967 1863 1217 1087 972 130 148 112 937 625 312 146 108 385 115 63 646 351 295 152 88 61 104 67 170
internal_count=2944 2613 331 185 2352 1967 1863 1217 1087 972 130 148 112 937 625 312 146 108 385 115 63 646 351 295 152 88 61 104 67 170
cat_boundaries=0 18 35 37 63 65 67 84 107 108 110 111
cat_threshold=3 128 1073750016 2623488 524288 134225922 33554432 4194304 0 134217728 8192 256 0 0 0 0 0 384 16384 268435457 262144 262144 0 0 0 8192 0 8192 0 0 0 268435456 0 32 1073745936 0 26624 268435456 12 0 0 0 0 0 0 0 0 0 131076 8192 512 0 0 0 0 0 2048 0 0 4194304 0 0 268451840 0 8208 68264194 32 131072 0 537919488 4 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 16777216 98306 17504 32 2
is_linear=0
shrinkage=0.04


Tree=450
num_leaves=31
num_cat=12
split_feature=8 8 3 12 2 12 2 4 5 12 11 2 16 1 5 12 2 1 9 3 3 2 13 12 1 3 1 12 3 3
split_gain=1.14124 0.663069 1.00143 0.885361 0.851174 0.73633 0.768471 0.577758 0.694745 0.470713 0.470216 0.590183 1.01506 0.405534 0.403155 0.385212 0.36717 0.339303 0.362029 0.370789 0.350998 0.317791 0.280657 0.462261 0.502289 0.324841 0.290088 0.260786 0.252091 0.239256
threshold=0 1 2005.5000000000002 2 14.500000000000002 3 19.500000000000004 1868495000.0000002 1.5000000000000002 4 5 29.500000000000004 6 5.5000000000000009 1.5000000000000002 7 14.500000000000002 5.5000000000000009 8 2004.5000000000002 2017.5000000000002 25.500000000000004 9 10 5.5000000000000009 2017.5000000000002 5.5000000000000009 11 2014.5000000000002 1988.5000000000002
decision_type=9 9 8 9 8 9 8 8 8 9 9 8 1 10 8 9 10 8 9 10 10 8 9 9 8 8 8 9 8 10
left_child=22 2 -2 -4 9 -6 29 -8 -9 14 21 12 -12 15 -3 -13 -5 18 19 -11 -21 -10 25 24 -24 -1 27 -27 -17 -7
right_child=1 4 3 16 5 6 7 8 10 17 11 13 -14 -15 -16 28 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=2.2397555778308804e-05 -8.9893950920827732e-05 -4.0413487462893517e-05 -1.7677286907495341e-05 -1.0690630795302425e-06 6.8101031650009832e-06 -4.0592681880154399e-05 1.7850606014280604e-05 -1.8354191411627733e-05 0.00012862732682631872 3.1211011469137141e-06 -7.6618372139456597e-05 1.1458341337185555e-05 2.2174282304550751e-06 -0.00010021801799839327 9.5111735336751525e-07 -3.6850909376657677e-05 1.407080224525648e-05 0.0012487612425111331 0.00021148184866749388 -0.00032446444789950671 6.6298153978288854e-05 -4.0019946689416335e-06 1.2650201367137014e-06 4.4568945587900958e-06 -3.1642593351541061e-06 1.0155202441805229e-06 2.1104041243910691e-06 -2.2015898622305785e-07 -1.2926357016455541e-05 -9.3249593929147428e-05
leaf_weight=46 30 25 101 63 118 75 104 33 53 187 43 109 27 35 123 25 60 92 113 29 34 227 199 184 75 116 169 314 134 36
leaf_count=46 30 25 101 63 118 75 104 33 53 187 43 109 27 35 123 25 60 92 113 29 34 227 199 184 75 116 169 314 134 36
internal_value=0.000253691 -0.000347642 -0.00220377 -0.00135111 -4.40905e-05 -0.000749019 -0.00113596 -0.000707964 -0.00112955 0.0011457 -0.00083792 -0.00173958 -0.00507042 -0.00101316 -0.000805031 -0.000475836 0.000985075 0.00175966 0.00124176 0.000306514 -0.0023125 0.000412371 0.0012675 0.00202985 0.000898246 0.00070122 0.00046 -9.28073e-05 -0.00167059 -0.00425
internal_weight=2979 1876 254 224 1622 1019 901 790 686 603 653 373 70 303 148 268 123 455 363 250 63 280 1103 458 274 645 599 430 159 111
internal_count=2979 1876 254 224 1622 1019 901 790 686 603 653 373 70 303 148 268 123 455 363 250 63 280 1103 458 274 645 599 430 159 111
cat_boundaries=0 30 60 61 62 64 67 68 70 72 73 74 75
cat_threshold=1073741840 2056 0 134217728 65536 0 0 0 0 0 0 133124 8192 1049088 0 0 0 0 0 10240 256 0 20971520 0 0 1073741824 0 0 0 8192 0 0 4 0 2147483648 0 0 2147483648 0 0 0 33554432 2112 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 524288 4096 17861634 67257344 164864 32 4 0 524288 2 16777536 32 0 18452 10 207202 11584
is_linear=0
shrinkage=0.04


Tree=451
num_leaves=31
num_cat=10
split_feature=8 8 9 12 0 2 0 5 17 4 12 3 5 15 12 2 2 0 12 3 2 3 4 2 2 2 3 2 12 2
split_gain=1.712 0.827675 0.823224 0.673473 0.636989 0.954822 0.622523 0.500624 0.437876 0.712088 0.41602 0.484261 0.49571 0.393974 0.584426 0.498645 0.618484 0.386084 0.375221 0.554945 0.362342 0.315176 0.312528 0.297379 0.344585 0.291392 0.266488 0.409986 0.367 0.377526
threshold=0 1 2 3 36.900000000000006 19.500000000000004 20.500000000000004 1.5000000000000002 4 199.50000000000003 5 1995.5000000000002 1.5000000000000002 6 7 30.500000000000004 19.500000000000004 40.250000000000007 8 1.0000000180025095e-35 13.500000000000002 2012.5000000000002 1950.0000000000002 59.500000000000007 19.500000000000004 37.500000000000007 1996.5000000000002 38.500000000000007 9 29.500000000000004
decision_type=9 9 9 9 10 8 8 8 9 10 9 10 8 9 9 8 10 10 9 10 8 10 10 10 8 10 10 10 9 8
left_child=4 18 3 17 5 -1 -7 -5 9 20 11 12 -6 25 15 16 -15 21 19 -2 -9 -3 23 24 -12 -10 27 28 -16 -30
right_child=1 2 -4 7 10 6 -8 8 13 -11 22 -13 -14 14 26 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.516832667669945e-05 2.0867290166051904e-07 1.6949635193820186e-06 2.9579283109851988e-05 -3.0020001596676178e-05 -1.0815192321884213e-05 2.1407467307372765e-07 -5.7001963543773888e-05 -6.4726558879971195e-05 6.39175658298531e-06 1.7837858256098432e-05 -1.058520982099386e-08 -4.2641586001993899e-05 -1.7609689994163743e-06 -8.9626368444931305e-06 1.5729936533227822e-06 -1.8058095239753877e-06 -3.4544301599484556e-05 -5.6305339580215249e-05 7.0926131821912332e-06 -3.3755127697295382e-06 -2.3661031536301641e-06 -2.3639721851154858e-05 0.00010124510199653928 8.5831597546211586e-06 -4.5858334282411187e-05 -4.1494277073125071e-07 2.4835729633606946e-05 -3.9801026742888774e-07 -2.661332503600876e-06 7.8303074462766627e-05
leaf_weight=44 88 418 367 61 25 55 29 70 86 47 86 26 94 63 132 172 47 57 356 25 49 38 26 43 47 50 86 146 77 52
leaf_count=44 88 418 367 61 25 55 29 70 86 47 86 26 94 63 132 172 47 57 356 25 49 38 26 43 47 50 86 146 77 52
internal_value=-9.17987e-05 0.000331465 -2.36568e-05 -0.000406739 -0.00226337 -0.00471318 -0.00216471 -0.00094691 -0.000753247 -0.00257627 -0.00141379 -0.00294872 -0.00203333 -0.000386117 -0.000737913 -0.002157 -0.00432432 0.00078626 0.001825 -0.000225806 -0.00436667 0.00119037 -0.000150235 -0.000768361 -0.00170149 0.00152381 0.000103175 -0.000323529 0.000625954 -0.000885714
internal_weight=2962 2487 2018 1651 475 128 84 1138 1077 166 347 145 119 911 775 282 110 513 469 113 119 456 202 176 133 136 493 407 261 129
internal_count=2962 2487 2018 1651 475 128 84 1138 1077 166 347 145 119 911 775 282 110 513 469 113 119 456 202 176 133 136 493 407 261 129
cat_boundaries=0 27 56 58 60 61 62 63 65 67 68
cat_threshold=268435456 2048 4 0 2147483648 0 262144 2147483648 0 0 0 2048 2112 0 0 0 0 0 4096 0 2147483776 0 0 0 0 0 64 1073741840 8 0 134217728 0 0 0 0 1 32768 0 4 0 1048576 268435456 0 0 0 33554432 10240 256 0 4194304 0 0 16384 0 0 524288 384 30724 85074976 2 24 67242242 2155872256 320 32 67306528 2 114688
is_linear=0
shrinkage=0.04


Tree=452
num_leaves=31
num_cat=15
split_feature=8 7 9 12 3 3 12 5 11 13 3 3 17 7 8 6 12 0 12 0 3 12 0 0 0 0 0 0 9 0
split_gain=1.2683 0.990302 0.982779 0.880733 0.806587 0.808137 0.694512 0.764046 0.694701 0.933888 0.81448 0.583237 0.465702 0.406039 0.463584 0.312849 0.456118 0.301629 0.311896 0.593787 0.263428 0.207162 0.223605 0.206802 0.149132 0.146569 0.121875 0.118419 0.106269 0.106265
threshold=0 1 2 3 1996.5000000000002 2003.5000000000002 4 1.5000000000000002 5 6 1998.5000000000002 2010.5000000000002 7 8 9 10 11 40.250000000000007 12 24.500000000000004 1989.5000000000002 13 35.850000000000009 32.500000000000007 36.900000000000006 40.250000000000007 39.07500000000001 43.175000000000004 14 22.250000000000004
decision_type=9 9 9 9 10 10 9 8 9 9 10 10 9 9 9 9 9 10 9 8 10 9 10 10 10 10 10 10 9 10
left_child=4 2 3 29 13 -6 7 -3 15 10 21 -7 -9 -1 27 26 20 18 -11 -20 25 22 -10 -16 -5 -17 -8 -15 -14 -2
right_child=1 6 -4 24 5 11 8 12 9 17 -12 -13 28 14 23 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7550686022662563e-06 -8.0929558898270442e-08 -1.5780537236212891e-05 -5.7240760809857071e-05 2.0959628357894534e-07 -5.7597928831912558e-05 4.793125840030806e-05 3.2256355884007588e-06 -2.2405146140967327e-06 -7.4890064849474629e-07 7.2505387782096721e-06 -3.0892220258840404e-05 -3.3559849302057903e-05 5.1871559851547732e-06 -3.8389213441010732e-06 -3.0041769571330139e-05 -7.1781153288998488e-05 2.1932169452532765e-05 -3.0831447959638029e-05 -1.1729301645146962e-06 1.1277490573421848e-05 7.6292828419131044e-05 -3.1063442365353772e-08 -0.00016001846403606616 -2.3221248627506905e-05 2.4521569097238794e-05 1.5835262184323426e-05 1.5648179977573697e-05 5.473623119193292e-05 2.877637776819332e-06 -9.0865926734717799e-06
leaf_weight=103 56 60 154 124 34 26 55 120 69 103 45 59 111 126 45 46 179 99 39 115 38 136 32 92 81 25 200 37 505 53
leaf_count=103 56 60 154 124 34 26 55 120 69 103 45 59 111 126 45 46 179 99 39 115 38 136 32 92 81 25 200 37 505 53
internal_value=-1.75201e-05 0.00036645 -0.00126931 4.92309e-05 -0.00178612 -0.0047 0.000758551 0.00166543 0.000137584 -0.000751926 -0.00243003 -0.00255814 0.00204071 -0.000960396 -0.00167203 0.0011769 0.000240803 0.000610354 0.00134884 9.69698e-05 -0.0017 -0.00156303 -0.00282143 -0.00332432 0.00157407 -0.00327778 0.00218045 -0.000160919 0.00246252 -0.0027
internal_weight=2967 2445 468 314 522 119 1977 796 1181 638 282 85 736 403 300 543 288 356 257 154 109 237 101 137 205 71 255 163 616 109
internal_count=2967 2445 468 314 522 119 1977 796 1181 638 282 85 736 403 300 543 288 356 257 154 109 237 101 137 205 71 255 163 616 109
cat_boundaries=0 27 44 46 47 48 51 52 53 65 84 85 86 88 90 92
cat_threshold=268435456 1048580 4 0 2147483648 1 262144 2147483648 0 0 0 33556480 64 0 0 0 0 0 33558528 2048 128 0 0 0 0 32768 64 1 128 0 526336 524288 134225920 131072 805306368 33554432 0 0 128 0 0 0 0 128 0 6144 16957698 84036610 32772 0 524288 10 56 0 0 67108864 0 0 0 131072 131072 0 0 0 256 0 0 0 0 0 0 262144 2147483648 0 0 0 2048 0 0 0 0 0 0 4096 282 74016 73792 2 1048640 32 0 24592
is_linear=0
shrinkage=0.04


Tree=453
num_leaves=31
num_cat=10
split_feature=7 12 6 12 11 0 0 2 2 0 9 12 7 2 2 2 2 2 1 0 13 2 2 3 3 2 2 5 7 2
split_gain=1.71259 0.527255 0.528338 0.508191 0.49876 0.72961 0.550867 0.562686 0.444844 0.621022 0.638638 0.636459 0.431015 0.596528 0.430576 0.546121 0.408297 0.592865 0.386346 0.371937 0.359495 0.540136 0.561651 0.354572 0.316648 0.402089 0.391252 0.530943 0.307126 0.637033
threshold=0 1 2 3 4 36.400000000000006 31.500000000000004 3226.5000000000005 59.500000000000007 51.32500000000001 5 6 7 19.500000000000004 27.500000000000004 36.500000000000007 71.500000000000014 41.500000000000007 3.5000000000000004 39.07500000000001 8 7.5000000000000009 19.500000000000004 2002.5000000000002 1992.5000000000002 7.5000000000000009 15.500000000000002 1.5000000000000002 9 1472.5000000000002
decision_type=9 9 9 9 9 8 10 8 10 10 9 9 9 10 8 8 10 10 10 10 9 10 10 10 10 10 10 10 9 8
left_child=3 2 23 19 8 6 7 12 9 10 24 -12 13 -6 -13 -16 17 -4 -7 -1 -20 -22 -23 -2 25 -3 -27 -28 29 -5
right_child=1 4 16 28 5 18 -8 -9 -10 -11 11 14 -14 -15 15 -17 -18 -19 20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=3.9781767829833139e-05 -7.5162619496696019e-07 1.0063097684890027e-05 9.1745554197031487e-07 1.4967494698396611e-05 -3.6615678915704255e-05 -0.00022075298885566849 7.3501779168820908e-05 -5.8556015117909284e-05 5.8851811302958499e-06 -2.4741803003614495e-05 1.3637578268408915e-05 1.4011414981073373e-06 -8.7949007631307183e-08 -1.1531628537706822e-07 -0.00019906233762731311 -2.6774380358104907e-06 3.0074470154834023e-06 -1.7818351024128431e-06 -2.8153766573777425e-06 -2.4963774443598058e-05 -0.00017456912432215784 3.4068668758842479e-05 -3.5794842112415807e-05 -5.920794084880047e-05 0.0012942473063480146 -4.0721845987641823e-05 -5.6722887297909344e-05 1.8157227616338188e-05 2.5206908928167397e-05 -0.00019315651786263013
leaf_weight=42 90 42 223 229 34 36 101 30 148 26 107 362 347 70 33 85 80 58 139 58 39 34 69 29 30 55 34 25 234 29
leaf_count=42 90 42 223 229 34 36 101 30 148 26 107 362 347 70 33 85 80 58 139 58 39 34 69 29 30 55 34 25 234 29
internal_value=-3.01472e-05 -0.000520325 0.000651731 0.00187065 -0.00082714 -0.0014989 -0.000672384 -0.00123651 -0.000179541 -0.000555 -0.000346253 0.000314381 -0.000876106 -0.0029913 -0.000325865 -0.00242017 0.0014086 0.000723404 -0.0030566 -0.000720721 -0.00253901 -0.00386928 -0.00257692 -0.00156923 -0.00231472 -0.00315924 -0.00438261 -0.00206667 0.00240159 0.00130855
internal_weight=2918 2326 480 592 1846 899 582 481 947 799 773 587 451 104 480 118 361 281 317 100 281 142 103 119 186 156 114 59 492 258
internal_count=2918 2326 480 592 1846 899 582 481 947 799 773 587 451 104 480 118 361 281 317 100 281 142 103 119 186 156 114 59 492 258
cat_boundaries=0 17 18 19 21 24 26 28 37 38 55
cat_threshold=268566530 1 537927680 2367488 65570 64 0 8192 2048 134217728 8224 0 144 268435456 0 32 1073746048 16927744 260 150528 32 32772 1049088 524288 0 4100 1048608 32 0 0 67108864 4 0 0 0 0 65536 12 2 0 537927680 0 32 0 0 0 2048 0 8192 0 16 0 0 32 1073741952
is_linear=0
shrinkage=0.04


Tree=454
num_leaves=31
num_cat=14
split_feature=8 12 8 2 3 2 0 2 12 11 6 12 13 2 2 17 4 9 14 3 12 6 13 2 0 2 0 2 2 2
split_gain=1.74649 1.48852 0.890451 0.703308 0.536155 0.50234 0.976922 0.553337 0.484354 0.526376 0.409218 0.699011 0.581935 0.577368 0.516073 0.372845 0.542795 0.392056 0.427551 0.368923 0.368762 0.53868 0.37976 0.62454 0.366911 0.358599 0.337579 0.302292 0.419192 0.2912
threshold=0 1 2 9.5000000000000018 1993.5000000000002 19.500000000000004 39.07500000000001 44.500000000000007 3 4 5 6 7 27.500000000000004 19.500000000000004 8 14469800500.000002 9 10 2004.5000000000002 11 12 13 10.500000000000002 42.960000000000008 4.5000000000000009 42.960000000000008 10.500000000000002 23.500000000000004 21.500000000000004
decision_type=9 9 9 8 10 10 10 10 9 9 9 9 9 10 8 9 8 9 9 10 9 9 9 8 10 10 10 8 10 8
left_child=1 -1 24 -3 5 6 -5 -7 15 -10 19 27 -13 14 -14 16 -4 18 20 25 21 -17 -23 -24 -2 -11 -18 -12 -29 -25
right_child=2 3 8 4 -6 7 -8 -9 9 10 11 12 13 -15 -16 17 26 -19 -20 -21 -22 22 23 29 -26 -27 -28 28 -30 -31
leaf_value=7.3653017388628095e-06 9.994654570346159e-06 -4.455358084171755e-05 3.0860578454562813e-05 -0.00018131048776398549 -5.7527410862932645e-05 1.1818793085238511e-05 -5.1933425834245164e-05 -1.7734079496534603e-05 1.0746408669295316e-05 6.1056500718980189e-06 -1.9400253211464765e-06 6.0808074972492071e-06 -1.309641476629075e-05 6.3175153869424662e-06 -0.00014004042763891562 2.8478997503385718e-06 -3.5207759106417892e-05 0.00030342816677991828 8.1055916772316857e-06 1.7102286635088921e-05 8.5871092371732261e-07 -2.991564646127007e-08 -5.6954989355908258e-05 1.0517808686555011e-06 -4.0454552802513486e-06 -1.8220517910323177e-07 9.8438925292232722e-06 -5.4273335438974943e-05 -6.5792779144066131e-06 -9.3906495829345408e-06
leaf_weight=113 236 41 62 26 32 30 45 45 124 113 30 107 86 57 33 142 93 222 201 78 234 113 31 29 28 439 29 28 51 51
leaf_count=113 236 41 62 26 32 30 45 45 124 113 30 107 86 57 33 142 93 222 201 78 234 113 31 29 28 439 29 28 51 51
internal_value=2.57629e-05 -0.00265889 0.000375951 -0.00453913 -0.00362011 -0.00255782 -0.00494444 -0.000263158 0.00012352 -0.000463267 -0.000766699 -0.00176675 -0.000639456 -0.0020107 -0.0037 0.000679803 -0.00094359 0.000978724 0.000546798 -0.000124805 1.46329e-10 -0.000785146 -0.00197447 -0.00357377 0.00253091 -0.000491862 -0.00253659 -0.00436667 -0.00605 -0.00197531
internal_weight=2949 332 2617 219 178 146 71 75 2353 1146 1022 392 283 176 119 1207 184 1023 801 630 600 366 224 111 264 552 122 109 79 80
internal_count=2949 332 2617 219 178 146 71 75 2353 1146 1022 392 283 176 119 1207 184 1023 801 630 600 366 224 111 264 552 122 109 79 80
cat_boundaries=0 29 31 57 59 62 63 65 66 67 69 70 71 72 73
cat_threshold=0 0 4 0 2147483648 0 0 2147483648 0 0 0 33554432 0 0 0 4096 0 0 33554432 0 2147483776 0 0 8 0 0 64 0 524288 17842208 32 1073741824 0 0 0 8192 1 0 0 0 0 0 4 8192 0 268435456 0 0 0 0 8192 0 0 4194304 0 0 268468224 36162 2 0 2147485184 524288 92 32 32 12 19 0 30724 139264 33026 384 2
is_linear=0
shrinkage=0.04


Tree=455
num_leaves=31
num_cat=9
split_feature=8 7 8 2 2 2 2 4 9 6 6 2 13 15 4 2 2 2 7 0 2 2 2 0 0 0 2 2 4 4
split_gain=1.49508 1.19135 0.924344 1.15995 0.46415 0.362603 0.428291 0.393969 0.466354 1.37322 0.7466 0.609417 0.48384 1.33548 0.429843 0.391694 0.350511 0.344944 0.279111 0.48168 0.267594 1.11043 0.26912 0.210712 0.185846 0.184266 0.181295 0.179912 0.173634 0.17182
threshold=0 1 2 12.500000000000002 60.500000000000007 182.50000000000003 114.50000000000001 5544455000.000001 3 4 5 24.500000000000004 6 7 45.000000000000007 58.500000000000007 17.500000000000004 8.5000000000000018 8 14.500000000000002 8.5000000000000018 11.500000000000002 2.5000000000000004 36.400000000000006 39.07500000000001 32.500000000000007 44.500000000000007 85.500000000000014 199.50000000000003 1950.0000000000002
decision_type=9 9 9 8 8 8 10 10 9 9 9 10 9 9 10 10 10 10 9 10 10 10 8 10 10 10 10 10 10 10
left_child=-1 23 3 -3 -5 6 7 8 9 11 28 17 13 15 18 16 -12 -4 -14 -20 22 -22 -11 -2 -18 -21 -25 -6 -10 -23
right_child=1 2 5 4 27 -7 -8 -9 10 20 12 -13 14 -15 -16 -17 24 -19 19 25 21 29 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=6.0338622229445403e-06 6.7784349202006738e-06 -3.9850982682846208e-05 -0.00011665371104335345 2.7474115664804985e-06 -9.2677563283693459e-05 2.9999036440767028e-05 -2.8127094156853904e-05 7.6643967613536433e-05 2.5881659614381587e-05 -4.7598758294557675e-06 -6.3213722304495478e-05 -0.00011579747414785207 8.9839943405501649e-07 2.3162379027347651e-06 -2.2093097829156234e-05 -1.68250513310589e-06 -4.5359973565402636e-07 -1.7258695990341009e-05 -5.512837161994146e-06 8.5973313764597404e-07 -4.1672446930141113e-05 -3.7715611995366087e-07 2.9014097080910267e-05 5.1746359751841697e-06 3.1365041676979219e-05 -7.5709755824245668e-07 -3.0546983108478395e-06 -1.9864427785832577e-06 0.00088489503401709049 2.3837324690916263e-05
leaf_weight=365 177 70 32 118 70 180 48 32 306 29 116 29 132 143 28 48 78 43 25 38 34 156 56 184 32 152 97 26 40 34
leaf_count=365 177 70 32 118 70 180 48 32 306 29 116 29 132 143 28 48 78 43 25 38 34 156 56 184 32 152 97 26 40 34
internal_value=3.83695e-05 -0.000307332 -0.000712251 -0.00279322 -0.00141395 -0.000371021 -0.000561274 -0.00044697 -0.00053866 -0.00166981 -0.000111401 -0.00542609 -0.000787048 -0.00171028 0.000259067 -0.00331228 -0.00271366 -0.00394737 0.000655173 -0.000265487 -0.0002625 -0.000995555 0.00162791 0.00151812 -0.00108108 0.000418848 0.000865248 -0.00346392 0.00141176 0.000209424
internal_weight=2918 2553 2095 284 214 1811 1631 1583 1551 413 1138 104 792 417 375 274 226 75 347 215 309 224 85 458 110 190 281 96 346 190
internal_count=2918 2553 2095 284 214 1811 1631 1583 1551 413 1138 104 792 417 375 274 226 75 347 215 309 224 85 458 110 190 281 96 346 190
cat_boundaries=0 29 47 74 76 77 78 79 80 88
cat_threshold=1073741840 0 0 0 65536 1 0 0 1 0 0 2052 0 1048576 0 0 0 0 33554432 8192 0 0 4194304 8 0 49152 0 0 524288 268566528 128 537919488 2097668 0 64 0 8192 2048 0 8224 0 16 0 67108864 0 4240 512 0 2048 0 0 2147483648 0 0 2147483648 0 0 0 33554432 2048 0 0 4096 0 0 0 0 128 0 0 0 0 0 64 257 28800 192 194 2 67108864 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=456
num_leaves=31
num_cat=12
split_feature=7 8 17 2 12 6 2 0 1 12 7 0 5 9 6 2 2 9 2 2 2 12 3 5 2 12 2 1 2 0
split_gain=0.909608 1.03585 1.00037 1.27237 1.06152 0.749726 0.736736 0.562697 0.671191 0.453382 0.627326 0.542066 0.540325 0.445121 0.357476 0.356755 0.533805 0.337352 0.324733 0.314086 0.288647 0.28604 0.268132 0.256899 0.329202 0.254265 0.715786 0.329966 0.526102 0.25402
threshold=0 1 2 5.5000000000000009 3 4 535.00000000000011 39.07500000000001 5.5000000000000009 5 6 16.750000000000004 4.5000000000000009 7 8 67.500000000000014 59.500000000000007 9 2.5000000000000004 114.50000000000001 63.500000000000007 10 2004.5000000000002 2.5000000000000004 10.500000000000002 11 9.5000000000000018 5.5000000000000009 48.500000000000007 35.850000000000009
decision_type=9 9 9 10 9 9 10 10 10 9 9 10 8 9 9 10 8 9 10 10 8 9 8 8 10 9 10 8 8 10
left_child=9 23 3 -3 6 13 14 -5 -9 11 12 -1 -11 -6 -4 16 21 19 -19 20 -16 29 -15 24 -2 26 -24 28 -27 -14
right_child=1 2 4 7 5 -7 -8 8 -10 10 -12 -13 15 22 17 -17 -18 18 -20 -21 -22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=6.9442043521424087e-07 -0.000223275221281206 -0.00022707681335506737 1.2758129059044375e-05 -3.9827401982938862e-05 1.5955057628028016e-05 2.6363327810657801e-05 -0.00010019717210217366 -7.9987225252016256e-06 0.00011918144756639601 -2.1069807580164235e-05 1.3486048939214363e-05 -2.6440525591227005e-05 1.9734708465286834e-07 -2.5816179730536912e-05 -1.2357049339382759e-05 2.6502397670935353e-06 -1.428887352604655e-06 -3.4738075088673044e-05 4.1106453912179994e-05 -5.4281254457638856e-05 6.7289034229532625e-07 6.4966234494268953e-07 -0.00027693217079242683 3.6868347012097597e-06 6.1467674599304555e-06 2.2437100648675425e-06 3.8251491682959504e-06 5.8325667071246615e-06 -2.7689411874747305e-06 -0.00018309773423863461
leaf_weight=59 26 30 140 48 105 309 26 291 35 41 274 85 78 33 190 116 40 33 80 30 63 219 54 192 29 91 70 49 65 30
leaf_count=59 26 30 140 48 105 309 26 291 35 41 274 85 78 33 190 116 40 33 80 30 63 219 54 192 29 91 70 49 65 30
internal_value=8.32198e-05 -0.000402 -0.000748431 -0.00246747 -0.000213491 0.000742059 -0.00152181 -0.00187733 -0.00127217 0.00109969 0.00147342 -0.000929032 0.000628038 -0.00027615 -0.0012216 0.00101653 0.000402174 -0.00180835 9.67743e-05 -0.00254422 -0.00215748 0.000939025 -0.0009437 0.00196899 -0.000357143 -0.000618182 -0.00195556 0.000277778 -0.000611465 -0.000739496
internal_weight=2931 1989 1742 404 1338 776 562 374 326 942 798 144 524 467 536 483 367 396 113 283 253 327 362 247 55 329 124 205 156 108
internal_count=2931 1989 1742 404 1338 776 562 374 326 942 798 144 524 467 536 483 367 396 113 283 253 327 362 247 55 329 124 205 156 108
cat_boundaries=0 17 46 47 49 50 51 64 66 67 69 71 72
cat_threshold=268566528 145 68427776 262660 65538 0 4194304 268574720 33556480 8208 40960 0 16 0 0 0 4096 16 8 0 0 0 0 0 0 0 32768 0 131076 8192 0 0 0 0 0 0 0 256 0 0 0 0 16384 0 0 524288 10 106560 34 140 67133440 0 0 68165632 4 2 0 0 131072 33556480 0 40960 0 16 0 24580 132 0 10244 65600 32 3074
is_linear=0
shrinkage=0.04


Tree=457
num_leaves=31
num_cat=10
split_feature=8 9 8 11 3 0 1 17 0 0 12 12 4 0 0 3 4 1 12 1 0 3 5 4 9 0 8 0 3 5
split_gain=1.52111 0.580692 0.483036 0.816959 0.967549 0.84853 1.00738 0.586263 0.696151 0.59925 0.574041 0.351928 0.337606 0.306774 0.305926 0.417446 0.304966 0.251604 0.261896 0.450947 0.266683 0.229802 0.249335 0.221599 0.225968 0.216196 0.360699 0.229535 0.205819 0.294889
threshold=0 1 2 3 1998.5000000000002 36.900000000000006 5.5000000000000009 4 44.07500000000001 40.250000000000007 5 6 6050.0000000000009 20.500000000000004 44.07500000000001 2017.5000000000002 2331015000.0000005 5.5000000000000009 7 2.5000000000000004 40.675000000000004 2020.5000000000002 2.5000000000000004 520.00000000000011 8 44.07500000000001 9 29.500000000000004 2010.5000000000002 1.0000000180025095e-35
decision_type=9 9 9 9 10 8 10 9 10 10 9 9 8 10 10 8 8 10 9 10 8 8 8 10 9 10 9 10 8 10
left_child=1 -1 14 7 5 6 16 12 9 10 -9 25 -4 -13 15 -2 -5 18 20 -20 -7 -14 -23 24 28 26 27 -3 -12 -30
right_child=2 11 3 4 -6 17 -8 8 -10 -11 23 13 21 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.2069451656294274e-06 -0.00021572438596311283 5.4114611411245515e-07 -3.4837414460549287e-05 -1.0194296743976203e-05 -5.2808662995649361e-05 1.8568089944720129e-06 -4.3862690128133502e-05 2.5903550714867436e-05 2.7722798728508047e-05 -2.2766517057530301e-05 3.5209251137622567e-05 1.6983121398207031e-07 2.4936294724024885e-05 1.1014303009075262e-05 -6.017633007931625e-05 -4.4259847773906853e-07 9.8311316880908785e-06 2.8669012499061139e-05 -0.00013564242888583931 -9.2716452999615261e-05 -6.163723258568432e-05 7.6528942865431483e-07 -3.8463809968834761e-05 2.8367877987473087e-05 3.26928632001429e-06 -1.4448402200387193e-05 1.0610046990740458e-05 -3.0627995325555059e-06 -8.2792886247665874e-05 8.1229791268395855e-07
leaf_weight=116 26 258 46 32 77 66 37 240 113 43 27 210 39 227 25 98 216 27 31 106 41 74 86 34 295 31 171 68 66 32
leaf_count=116 26 258 46 32 77 66 37 240 113 43 27 210 39 227 25 98 216 27 31 106 41 74 86 34 295 31 171 68 66 32
internal_value=2.43327e-05 0.00121245 -0.000663135 -0.000464635 -0.00159627 -0.00103411 0.000489511 0.000198915 0.000696864 0.000254743 0.000541007 0.00153689 -0.00148437 0.00238393 -0.002775 -0.002112 0.00141365 -0.00263235 -0.00303673 -0.00413513 -0.00111864 -0.00082 -0.00149068 -0.000309677 -0.000570071 0.000801484 0.00102008 0.000189911 -0.00191176 -0.00290909
internal_weight=2958 1081 1877 1728 633 556 285 1095 850 737 694 965 245 437 149 124 248 271 244 137 107 199 160 454 420 528 497 326 125 98
internal_count=2958 1081 1877 1728 633 556 285 1095 850 737 694 965 245 437 149 124 248 271 244 137 107 199 160 454 420 528 497 326 125 98
cat_boundaries=0 30 32 59 62 63 65 67 68 70 96
cat_threshold=16 4 0 134217728 65536 0 0 0 1 32768 0 133124 8192 1048576 268435456 0 0 0 0 10240 2147483904 0 20971520 0 0 268484608 0 0 524288 8192 257 4 268435456 2048 0 0 0 1 0 0 0 0 0 0 2112 0 0 0 0 0 33554432 0 0 0 0 0 0 0 64 16388 2147485184 524288 8 68242464 32 26914 34 98306 0 28676 0 0 0 0 0 0 0 0 0 0 0 131072 8192 0 0 0 0 0 0 0 256 0 16777216 0 0 49152
is_linear=0
shrinkage=0.04


Tree=458
num_leaves=31
num_cat=10
split_feature=7 8 7 2 5 9 12 12 4 1 8 2 5 12 1 4 12 3 2 2 2 3 5 4 12 2 1 1 2 2
split_gain=1.52233 1.17121 1.05421 1.0357 0.860883 0.77464 0.623349 0.510019 0.784574 0.486438 0.394084 0.447505 0.342967 0.655989 0.677271 0.464989 0.322483 0.36747 0.315998 0.3065 0.323608 0.281435 0.254748 0.241118 0.383842 0.356793 0.404289 0.234751 0.321284 0.231682
threshold=0 1 2 14.500000000000002 1.0000000180025095e-35 3 4 5 13004860000.000002 5.5000000000000009 6 7.5000000000000009 1.5000000000000002 7 4.5000000000000009 133.00000000000003 8 2007.5000000000002 119.00000000000001 71.500000000000014 44.500000000000007 2015.5000000000002 7.0000000000000009 111.00000000000001 9 2.5000000000000004 5.5000000000000009 5.5000000000000009 43.500000000000007 5.5000000000000009
decision_type=9 9 9 10 10 9 9 9 8 8 9 10 8 9 8 10 9 8 10 10 10 8 8 10 9 8 8 10 10 8
left_child=3 6 -3 -1 -5 7 -2 8 -4 -10 29 22 15 -14 -15 -13 19 -18 27 20 -16 -9 -12 24 25 -24 -27 28 -8 -7
right_child=1 2 5 4 -6 10 18 21 9 -11 11 12 13 14 16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.7495431632424026e-08 -2.5319290737223453e-05 2.9084901905526674e-06 1.7717725230335648e-05 -4.8066456032497067e-05 7.3756452277362607e-08 -5.1419545683925939e-05 2.0147127986823414e-06 -2.5832983062937399e-05 -3.71971374404396e-05 -0.00015453007013630461 8.7785480541025551e-05 -2.2613530548917063e-07 1.2266749783912065e-06 6.7454950302352482e-06 -2.1256108997114377e-06 -9.5081079950864254e-05 -3.7104587238577633e-05 4.3974410381525297e-08 7.5164532469258614e-05 8.4377377938606252e-07 -5.434027903837615e-05 4.7842920059927258e-06 -0.00016126488750835825 -3.4749958358885799e-06 1.0074178761526654e-05 0.00015654285803592177 -8.400070639479115e-06 -1.944743159660887e-05 -2.3575363801574153e-06 3.5486177378660871e-05
leaf_weight=105 114 625 25 89 31 26 136 38 63 28 58 48 432 39 62 30 32 216 37 30 25 150 37 32 151 70 38 34 49 107
leaf_count=105 114 625 25 89 31 26 136 38 63 28 58 48 432 39 62 30 32 216 37 30 25 150 37 32 151 70 38 34 49 107
internal_value=0.000117647 0.000382064 0.000711336 -0.0029661 -0.00561983 0.000199085 -0.00167979 -0.0016 -0.00359055 -0.0056087 0.000590028 0.000366133 -0.000113661 0.000124253 -0.00102169 -0.00263291 -0.0015847 -0.000648648 -0.000509363 -0.00321875 -0.00468182 -0.000241206 0.00150904 0.00106991 0.00142761 -0.000128205 0.00102752 -0.00110909 -0.000537634 0.00258333
internal_weight=2957 2732 2362 225 120 1737 370 304 116 91 1433 1300 914 836 404 78 365 248 256 117 87 188 386 328 296 145 108 219 185 133
internal_count=2957 2732 2362 225 120 1737 370 304 116 91 1433 1300 914 836 404 78 365 248 256 117 87 188 386 328 296 145 108 219 185 133
cat_boundaries=0 18 47 64 66 68 69 92 94 95 96
cat_threshold=1 268435472 1073741824 524288 524288 134225922 0 4194304 0 32 0 128 0 0 0 0 0 256 268435456 4 4 0 1073741824 0 0 0 0 0 0 2048 0 0 0 0 0 0 33558528 0 384 0 0 0 0 16384 64 0 128 268451842 1 67108864 272388 34 0 0 268435456 67584 8208 32 0 67108864 0 67108864 0 1073741840 257 8212 67240962 32 1083744 0 0 0 0 0 0 0 2147483648 0 32768 0 131076 0 0 0 0 0 0 0 10240 0 0 4194304 67308546 34 17850368 41058
is_linear=0
shrinkage=0.04


Tree=459
num_leaves=31
num_cat=12
split_feature=7 3 8 12 7 2 2 12 11 2 5 12 3 6 2 16 8 2 2 3 3 2 11 2 2 2 16 3 2 2
split_gain=1.54058 1.30616 0.648954 0.770422 0.49171 0.423696 0.822811 0.396612 0.390775 0.337463 0.28816 0.524657 0.318055 0.333004 0.256056 0.49943 0.241771 0.285471 0.237337 0.222267 0.214969 0.214287 0.206706 0.203763 0.250149 0.18065 0.359797 0.17221 0.170232 0.164299
threshold=0 2013.5000000000002 1 2 3 70.500000000000014 20.500000000000004 4 5 14.500000000000002 1.5000000000000002 6 2019.5000000000002 7 18.500000000000004 8 9 50.500000000000007 15.500000000000002 2005.5000000000002 2012.5000000000002 44.500000000000007 10 18.500000000000004 14.500000000000002 37.500000000000007 11 1996.5000000000002 13.500000000000002 22.500000000000004
decision_type=9 8 9 9 9 10 8 9 9 10 8 9 10 9 8 1 9 8 8 8 8 10 9 10 10 10 1 10 10 10
left_child=1 -1 3 5 7 6 -2 14 21 -5 -6 12 13 22 -4 -16 17 -13 -10 27 -15 28 -12 24 -22 -24 -27 -18 -9 -30
right_child=2 -3 4 9 10 -7 -8 8 18 -11 11 16 -14 20 15 -17 19 -19 -20 -21 23 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=-3.7303201447543317e-05 -6.2439191660897171e-05 -1.2617913160952558e-06 1.7293485495173399e-06 -5.4366979222308167e-07 -1.74196687762487e-06 -0.00023503740624743159 3.985864804152305e-06 -6.1784729860973506e-07 5.1469878148458641e-06 6.7155582831189252e-06 1.1862966437674872e-07 3.9003689460020835e-06 -7.3776100014342955e-06 0.00012925529109830317 -9.0892524353639454e-06 -1.8622368767528707e-06 4.5456918684789447e-06 -4.6728817554296792e-06 8.8157200623014324e-07 5.2180933595060287e-06 -1.2583769096256963e-05 4.8270468532301297e-06 2.4017771918212246e-05 1.463546154153648e-05 -8.476338473123789e-05 -8.8402678225415863e-06 2.5899680476111533e-06 -1.0555947006730491e-06 -6.6066129315893359e-06 -9.0112429899404302e-07
leaf_weight=34 53 205 35 38 186 26 48 38 50 106 125 69 25 71 59 26 48 43 162 838 164 32 126 89 26 55 39 66 28 29
leaf_count=34 53 205 35 38 186 26 48 38 50 106 125 69 25 71 59 26 48 43 162 838 164 32 126 89 26 55 39 66 28 29
internal_value=0.000434014 -0.002576 0.000708226 -0.00112057 0.000916394 -0.00327536 -0.00231373 -0.00026383 0.000445714 0.000877419 0.00119132 0.0013535 0.000492476 0.00066092 -0.0021374 -0.00348837 0.00191256 6.50408e-05 0.00147085 0.00212669 -0.000221606 -0.00124638 0.00151685 -0.000728571 -0.00146597 0.00225108 0.00101053 0.000486957 -0.00229167 -0.00365517
internal_weight=2939 239 2700 271 2429 127 101 459 339 144 1970 1784 720 695 120 85 1064 112 212 952 350 127 345 279 190 220 94 114 95 57
internal_count=2939 239 2700 271 2429 127 101 459 339 144 1970 1784 720 695 120 85 1064 112 212 952 350 127 345 279 190 220 94 114 95 57
cat_boundaries=0 18 45 47 65 66 68 70 71 72 95 96 97
cat_threshold=0 16 1141899264 524288 524288 66 33554432 0 0 134217728 0 256 0 268435456 0 0 0 128 0 1048580 0 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 0 2147484032 0 0 0 0 0 64 67354626 32 131073 1 33554432 2052 65536 0 131072 0 0 16 8192 192 0 0 67108864 0 0 256 16450 49156 1024 16826464 34 280 2 0 2056 0 134217728 2147483648 1 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 0 0 4194304 32 2
is_linear=0
shrinkage=0.04


Tree=460
num_leaves=31
num_cat=10
split_feature=7 7 12 6 13 3 12 0 2 0 3 0 3 6 2 2 4 17 2 12 6 0 0 2 2 2 2 2 2 5
split_gain=1.32873 0.745284 0.554162 0.953748 0.557384 0.436685 0.402421 0.541863 0.417635 0.364248 0.386806 0.497868 0.407991 0.504013 0.432929 0.418974 0.344515 0.303755 0.96291 0.415403 0.370394 0.546774 0.530583 0.346267 0.439517 0.288405 0.27662 0.296631 0.275404 0.275207
threshold=0 1 2 3 4 1996.5000000000002 5 36.400000000000006 6782.5000000000009 22.250000000000004 2014.5000000000002 43.675000000000004 2004.5000000000002 6 18.500000000000004 5.5000000000000009 456.00000000000006 7 8.5000000000000018 8 9 40.250000000000007 16.750000000000004 9.5000000000000018 43.500000000000007 7.5000000000000009 79.500000000000014 23.500000000000004 35.500000000000007 4.5000000000000009
decision_type=9 9 9 9 9 10 9 10 8 8 10 10 10 9 10 10 10 9 8 9 9 10 10 10 10 8 10 8 10 8
left_child=6 5 3 -3 26 25 7 -1 -8 -5 11 12 13 29 15 -15 17 18 -6 -19 22 -22 -21 -24 -25 -2 27 -4 -16 -11
right_child=1 2 4 9 16 -7 8 -9 -10 10 -12 -13 -14 14 28 -17 -18 19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.7341327845728887e-06 -3.1762580827935144e-05 1.4767961223278459e-06 -3.5617579779195244e-06 1.3381855828165329e-05 -0.00056358162461477544 -1.0909530143033009e-05 8.8182315644388794e-06 -3.9903037589399306e-05 -1.5227272717698325e-05 -5.5062782060793027e-06 -5.0939767402222302e-05 1.1763740703948935e-05 0.00042286109258977272 -0.00011981766612986136 -0.00039300924586615306 3.3967221753096207e-05 2.2155624498329609e-05 1.1111145856183996e-06 -1.8831672012589314e-06 9.5677923909996086e-08 9.0264341484284177e-06 -6.1203189851512959e-05 -4.228615352647467e-05 6.401346862396567e-07 -3.1892062091828016e-05 -4.255952010668542e-07 -6.9248702242510851e-06 5.077126021048315e-08 -2.3251075618835817e-05 8.0219151584701723e-06
leaf_weight=56 25 527 46 26 27 54 343 57 79 59 54 64 36 37 28 53 99 382 89 77 213 51 33 33 26 165 25 56 43 55
leaf_count=56 25 527 46 26 27 54 343 57 79 59 54 64 36 37 28 53 99 382 89 77 213 51 33 33 26 165 25 56 43 55
internal_value=0.000161699 -0.000245614 -1.86032e-06 0.00069285 -0.000592466 -0.0022902 0.00194139 -0.000225806 0.0025127 -0.000643777 -0.000939535 -0.000478723 -0.00114103 -0.00166667 -0.003 -0.00131868 -0.000268972 -0.000510729 -0.00233071 -0.000217918 -0.00105405 -8.72726e-05 -0.00246667 -0.00464516 -0.00273333 -0.00146597 -0.00298551 -0.00225243 -0.0055 0.000448
internal_weight=2918 2383 2139 982 1157 244 535 113 422 455 429 375 311 275 161 90 1030 931 116 815 433 264 169 92 59 190 127 102 71 114
internal_count=2918 2383 2139 982 1157 244 535 113 422 455 429 375 311 275 161 90 1030 931 116 815 433 264 169 92 59 190 127 102 71 114
cat_boundaries=0 17 35 36 37 38 40 41 42 44 45
cat_threshold=268566529 128 270336 8708 34 134217728 4194304 272637952 0 268443648 8192 0 16 0 0 0 1073745936 0 0 1140850688 2623488 524288 8258 0 0 0 134217728 0 256 0 268435456 0 0 0 128 85068066 90 8 83903488 32 256 8 17472 32 24
is_linear=0
shrinkage=0.04


Tree=461
num_leaves=31
num_cat=11
split_feature=8 7 8 9 7 4 9 5 4 5 1 3 3 3 1 11 16 5 5 4 16 1 17 4 3 1 11 3 3 3
split_gain=1.39269 0.840019 0.667637 0.387081 0.401745 0.345601 0.26746 0.566016 0.308615 0.253094 0.504963 0.33276 0.261155 0.223256 0.183425 0.247453 0.170339 0.169172 0.164043 0.163511 0.13648 0.138048 0.131736 0.205018 0.10289 0.0903671 0.0884267 0.769567 0.197857 0.0643076
threshold=0 1 2 3 4 293.00000000000006 5 5.5000000000000009 4350.0000000000009 9.0000000000000018 5.5000000000000009 1995.5000000000002 2003.5000000000002 2005.5000000000002 4.5000000000000009 6 7 1.5000000000000002 2.5000000000000004 20282.500000000004 8 5.5000000000000009 9 25235975000.000004 1992.5000000000002 5.5000000000000009 10 2021.5000000000002 2018.5000000000002 1995.5000000000002
decision_type=9 9 9 9 9 8 9 8 10 8 8 10 10 10 10 9 1 10 8 8 1 8 9 8 8 10 9 8 8 10
left_child=9 -2 18 4 29 -6 8 -8 13 19 11 16 -13 17 -7 25 -11 -5 -3 -1 21 -9 -17 -24 -25 -16 28 -28 -26 -4
right_child=1 2 3 6 5 14 7 20 -10 10 -12 12 -14 -15 15 22 -18 -19 -20 -21 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-1.0201796923172056e-05 0.00010653318985936065 1.8776427703430339e-06 -1.1870324034894491e-07 -8.3204595080393556e-05 2.1271661823982733e-05 7.008516671045367e-06 -2.5521154110181998e-05 1.6102733329720285e-05 1.2250911213063399e-05 3.4974618459690072e-07 -5.8486297967245816e-05 -0.00017135160554264379 -2.0701482677900142e-05 0.0006630832740219428 4.838015028108266e-07 3.6254520172119909e-06 -1.2292981121032919e-05 2.1346432560823245e-06 5.5802753368845777e-06 6.7408371000131623e-06 -5.0228610304584253e-06 -7.9072427773013468e-05 -1.544257744462029e-05 0.00016105087441054637 1.0621635846589232e-05 5.1594967960670176e-07 -8.7878940094156358e-05 2.1149173260740225e-06 -5.5591513373998851e-07 -1.1550533783786601e-05
leaf_weight=38 346 44 76 141 50 232 49 48 29 153 58 25 65 31 253 103 55 43 179 89 27 76 32 25 113 94 46 174 220 32
leaf_count=38 346 44 76 141 50 232 49 48 29 153 58 25 65 31 253 103 55 43 179 89 27 76 32 25 113 94 46 174 220 32
internal_value=0.000347472 0.000732417 0.000426692 0.000176378 0.000492813 0.000685883 -0.000843956 -0.00189573 6.27452e-05 -0.00159514 -0.00217367 -0.00149833 -0.00351648 -0.000462963 0.000563032 0.000339303 -0.00061244 -0.000994594 0.00244444 -9.37499e-05 -0.000763158 -0.000192 -9.39225e-05 -0.000322061 -0.000151986 0.00119553 -0.000267148 -0.000865801 0.000151163 -0.0017479
internal_weight=2946 2463 2117 1894 1450 1342 444 200 244 483 356 298 90 215 1292 1060 208 184 223 127 151 124 713 610 578 347 553 220 333 108
internal_count=2946 2463 2117 1894 1450 1342 444 200 244 483 356 298 90 215 1292 1060 208 184 223 127 151 124 713 610 578 347 553 220 333 108
cat_boundaries=0 27 44 70 72 82 84 86 87 88 89 91
cat_threshold=268435456 4 4 0 0 0 262144 0 0 0 0 33556480 8256 0 0 0 0 0 33558528 0 2147483776 0 0 8 0 0 64 2 128 1048576 0 34 0 0 8192 0 8192 32800 0 0 0 0 32 1073745936 1073741840 2048 0 0 2147483648 1 0 0 0 0 0 4 0 0 0 0 0 0 0 2048 0 0 4194304 0 0 268435456 1073872896 18564 0 0 1073741824 2052 0 0 0 268435456 33554432 32 0 4144 32800 512 2 2 25 4 1048576
is_linear=0
shrinkage=0.04


Tree=462
num_leaves=31
num_cat=7
split_feature=7 13 4 0 2 2 7 2 2 11 5 0 14 11 0 2 2 2 2 4 4 2 4 2 0 2 2 7 0 2
split_gain=1.20828 1.15414 0.610046 0.641285 1.49971 0.570949 0.533276 0.37414 0.354437 0.248521 0.243683 0.250464 0.197507 0.376721 0.880764 0.449209 0.967727 0.360045 0.557755 0.331813 0.345541 0.363022 0.307583 0.48836 0.276069 0.237863 0.170457 0.165725 0.355309 0.147659
threshold=0 1 37073800000.000008 38.57500000000001 49.500000000000007 70.500000000000014 2 11.500000000000002 19.500000000000004 3 2.5000000000000004 6.5000000000000009 4 5 38.57500000000001 9.5000000000000018 3.5000000000000004 22.500000000000004 28.500000000000004 456.00000000000006 111.00000000000001 1.0000000180025095e-35 1557465000.0000002 28.500000000000004 39.07500000000001 3.5000000000000004 30.500000000000004 6 39.07500000000001 9.5000000000000018
decision_type=9 9 8 10 10 8 9 10 8 9 10 10 9 9 10 8 10 8 8 10 10 10 10 10 10 10 8 9 10 10
left_child=1 -1 7 4 8 29 -2 -3 -4 -8 11 -11 24 19 15 16 -15 -17 -19 20 21 -14 23 25 26 -16 -13 -23 -29 -5
right_child=6 2 3 5 -6 -7 9 -9 -10 10 -12 12 13 14 22 17 -18 18 -20 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.7118095677329549e-06 8.0500189003887877e-06 -8.7512632600458235e-05 -2.7482055027054103e-05 -1.9297007968448701e-05 -3.771159945546492e-05 3.2334213457042012e-05 5.6630837363394937e-06 -4.256389904250441e-05 3.377085359585388e-07 -3.5072964341122017e-05 -1.6346923137706755e-05 6.7230539403220117e-06 -8.4056390797258021e-05 3.6103735602921459e-07 -5.0577962885513079e-07 2.1322551899736753e-06 -1.4456991808945129e-05 -8.9186345399242221e-07 2.6066085428202648e-07 4.457912822335869e-05 -1.6381694201947633e-05 6.104872281837173e-06 -0.00029436492886235127 9.6930098860028374e-06 -0.00022790804905551958 -0.00013485368363065647 9.5586390623034664e-06 -3.5964056731974363e-06 4.0240570033652204e-06 -4.4541671118015289e-06
leaf_weight=171 338 26 31 32 25 45 248 27 38 26 56 61 39 60 31 90 29 25 339 105 31 104 25 67 26 63 85 55 594 47
leaf_count=171 338 26 31 32 25 45 248 27 38 26 56 61 39 60 31 90 29 25 339 105 31 104 25 67 26 63 85 55 594 47
internal_value=0.000243538 -0.00166004 -0.00324823 -0.00241096 -0.00488421 -0.000512 0.000585327 -0.00718518 -0.00177143 0.000348387 0.000189386 0.000269397 0.000325683 0.000184652 -0.000491892 0.000316177 -0.00226667 0.000826374 0.000263014 0.000715655 0.000451456 0.000615385 -0.00286631 -0.00219753 0.00157377 -0.00404211 0.00234014 0.000811671 0.000539394 -0.00255
internal_weight=2939 442 271 218 94 124 2497 53 69 2159 1911 1855 1829 1657 729 543 89 454 364 928 823 792 186 161 172 94 146 753 649 79
internal_count=2939 442 271 218 94 124 2497 53 69 2159 1911 1855 1829 1657 729 543 89 454 364 928 823 792 186 161 172 94 146 753 649 79
cat_boundaries=0 18 19 36 38 39 42 59
cat_threshold=3 16 1073741824 2623488 0 134217728 33554432 536870912 65536 32 8224 256 0 268435456 0 0 0 128 4 268566528 129 603979776 8704 32 0 0 8192 0 8192 32768 0 0 0 0 0 4096 49152 1024 144 4 1048576 524289 0 0 1048576 0 0 0 0 131072 33556480 0 0 0 0 0 0 0 1073741824
is_linear=0
shrinkage=0.04


Tree=463
num_leaves=31
num_cat=10
split_feature=8 12 7 2 5 8 0 12 1 15 2 2 2 3 13 2 4 2 12 0 0 12 2 2 0 0 2 12 3 3
split_gain=1.42174 1.19297 1.10203 0.83651 0.874658 0.511243 0.430958 0.873462 0.764969 0.506953 0.583712 0.433005 0.440084 0.423122 0.362196 0.573578 0.428324 0.87184 0.395448 0.608191 0.394276 0.356253 0.318963 0.749312 0.268983 0.324228 0.26667 0.255446 0.237966 0.22704
threshold=0 1 2 14.500000000000002 1.0000000180025095e-35 3 36.400000000000006 4 6.5000000000000009 5 253.50000000000003 73.500000000000014 60.500000000000007 2010.5000000000002 6 1.5000000000000002 390.00000000000006 11.500000000000002 7 42.710000000000008 43.175000000000004 8 7.5000000000000009 22.500000000000004 39.07500000000001 22.250000000000004 24.500000000000004 9 2009.5000000000002 1997.5000000000002
decision_type=9 9 9 8 10 9 8 9 8 9 8 10 10 10 9 10 10 10 9 10 10 9 10 10 10 10 10 9 10 10
left_child=1 3 -2 4 -1 27 11 8 9 10 13 12 21 22 15 -9 18 -18 19 -17 -20 -7 -8 -24 25 -5 -27 -4 -23 -3
right_child=2 29 5 24 -6 6 7 14 -10 -11 -12 -13 -14 -15 -16 16 17 -19 20 -21 -22 28 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.5180583221722137e-05 3.4187133164458273e-06 9.6865905452021525e-06 1.3321791074791258e-07 -1.1005989232304522e-06 8.3251629197291101e-06 4.5617514817757794e-06 3.0113892782043678e-05 -0.00017467230020308137 -0.00021422868513748679 5.9565382250980692e-06 -0.00033229898713802868 2.3749396107604499e-06 -4.3263442995012528e-07 -4.6597136080829461e-05 2.3417599063809867e-05 7.3969995640311945e-05 -0.00010066424651960545 4.6745842923446394e-06 -2.9455834425965036e-05 -6.8706779340322914e-06 9.5843319036080639e-06 7.889684079847555e-08 -0.00017625223531079971 3.8495902390400762e-05 -4.2124039956927356e-06 -9.3793346874417307e-05 -4.4191971504766551e-05 1.3453009658715713e-05 -4.3039366063464987e-06 -4.4843859864037941e-05
leaf_weight=59 362 164 101 41 26 111 30 28 37 100 25 129 27 36 155 243 29 47 174 47 36 384 43 70 137 30 33 169 32 31
leaf_count=59 362 164 101 41 26 111 30 28 37 100 25 129 27 36 155 243 29 47 174 47 36 384 43 70 137 30 33 169 32 31
internal_value=7.62684e-05 -0.00179699 0.000486397 -0.00325223 -0.00674419 0.000122093 -0.00012709 -0.00061762 -0.00226136 -0.00165246 -0.00271628 0.000660819 0.000172973 -0.00202222 0.000150649 -0.000299187 -2.77295e-05 -0.00280519 0.000399202 0.0013289 -0.000904977 0.000431818 -0.00102778 -0.002 -0.00213223 -0.00365714 -0.0054375 0.00170819 -0.000131147 0.000679612
internal_weight=2936 521 2415 326 85 2053 1783 1100 341 304 204 683 554 179 759 604 576 76 500 290 210 527 143 113 241 104 63 270 416 195
internal_count=2936 521 2415 326 85 2053 1783 1100 341 304 204 683 554 179 759 604 576 76 500 290 210 527 143 113 241 104 63 270 416 195
cat_boundaries=0 30 32 49 78 80 81 82 83 84 85
cat_threshold=268435456 1048580 4 0 0 0 0 2147483648 0 0 0 2048 2112 0 0 4096 0 0 33558528 2048 2147483776 0 0 8 0 0 64 0 0 4096 108610 32 3 1 1073741824 524288 2 0 0 8192 67584 1024 8192 0 0 0 0 0 1073741824 0 0 0 0 0 0 0 0 1 0 0 260 8192 1048576 0 0 0 0 0 8192 256 0 4194304 0 0 0 0 0 524288 16802144 32 201326592 6 67240962 67338240 68231264
is_linear=0
shrinkage=0.04


Tree=464
num_leaves=31
num_cat=11
split_feature=7 8 12 12 8 7 2 0 3 12 2 0 0 7 9 17 0 5 2 12 3 3 0 2 0 5 2 2 2 2
split_gain=1.22815 0.808895 1.12419 0.586415 0.775108 0.759724 0.496433 1.61123 0.45965 0.633991 0.631538 0.373643 0.277712 0.272742 0.348088 0.457773 0.92141 0.442007 0.355646 0.302577 0.29725 0.284752 0.276686 0.251628 0.30165 0.240539 0.235423 0.21213 0.206174 0.20616
threshold=0 1 2 3 4 5 19.500000000000004 33.175000000000004 2004.5000000000002 6 9.5000000000000018 22.250000000000004 32.500000000000007 7 8 9 44.07500000000001 7.0000000000000009 14.500000000000002 10 2006.5000000000002 2013.5000000000002 40.250000000000007 32.500000000000007 39.07500000000001 2.5000000000000004 37.500000000000007 1.0000000180025095e-35 8.5000000000000018 19.500000000000004
decision_type=9 9 9 9 9 9 10 10 8 9 8 10 10 9 9 9 10 8 8 9 10 10 8 10 10 8 8 10 8 10
left_child=27 2 12 -3 6 8 7 -5 -6 10 -10 -8 -2 -7 18 16 17 -16 -15 -17 25 -22 26 -11 -25 -21 -20 -1 -9 -12
right_child=1 3 -4 4 5 13 11 28 9 23 29 -13 -14 14 15 19 -18 -19 22 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.1111638492156788e-06 4.0457909974744575e-07 1.7048271985569679e-06 8.301813777101966e-06 -4.3569875074286276e-05 1.2091277746860318e-05 1.7299163639220673e-06 2.832869023778721e-06 5.1315098121298412e-06 -0.00010800512492941826 -6.8996046241748969e-06 4.4637897073313873e-05 -7.4976620125851533e-06 -2.0653858737279741e-06 0.00023774269508466134 -2.4030348809085932e-06 -8.0783344894585746e-07 6.9677618550706061e-05 -9.8282693733733537e-05 -1.0146162893682229e-05 -6.1221277692137238e-06 -8.2857347741346172e-05 3.251514135685133e-06 -0.0001008188217057835 -7.9633814212565668e-07 6.2598517876173073e-07 1.0900969995873152e-06 0.00065773883000371305 3.6027753837406132e-05 -1.1358005837814075e-05 3.1789974248525308e-07
leaf_weight=76 31 312 302 28 33 131 52 28 30 110 33 98 79 121 56 268 28 51 89 54 27 36 26 43 36 299 63 267 50 84
leaf_count=76 31 312 302 28 33 131 52 28 30 110 33 98 79 121 56 268 28 51 89 54 27 36 26 43 36 299 63 267 50 84
internal_value=0.000422842 0.000119586 0.00172104 -0.000189349 -0.000458355 -0.000127686 -0.00245693 -0.00463551 -0.00169474 -0.00218398 -7.59492e-05 -0.0010596 -0.00165289 0.000346032 0.000134633 -0.000293976 -0.00232877 -0.00418518 0.00127742 0.00013813 0.000805621 -0.0016875 0.000178771 -0.00362 -0.00205 0.00127684 0.000836601 0.00263277 -0.00162025 0.00125424
internal_weight=2941 2598 412 2186 1874 1618 256 106 369 336 147 150 110 1249 1118 819 135 107 299 684 416 63 178 189 79 353 152 343 78 117
internal_count=2941 2598 412 2186 1874 1618 256 106 369 336 147 150 110 1249 1118 819 135 107 299 684 416 63 178 189 79 353 152 343 78 117
cat_boundaries=0 17 46 48 50 80 96 98 115 117 118 120
cat_threshold=268435457 1 538181632 8704 32 64 0 8192 33554432 0 32 2097152 0 0 0 0 4112 1073741840 8 4 0 0 0 0 0 0 0 0 131076 8192 0 0 0 0 0 4096 0 256 0 4194304 0 0 0 0 0 524288 67117152 2 1064992 2 0 2052 0 0 2147483648 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 33554432 0 2147483776 0 0 8 0 0 64 0 0 4096 2 128 67108864 2623492 0 0 131072 0 0 0 8192 384 0 0 0 32 67151872 32 131072 0 0 0 2 0 0 0 65536 0 0 0 0 0 0 0 1073741824 0 16548 22 67184640 32
is_linear=0
shrinkage=0.04


Tree=465
num_leaves=31
num_cat=10
split_feature=7 12 7 0 12 2 1 2 2 9 2 0 12 2 7 2 2 2 12 2 4 0 6 2 2 2 2 2 6 0
split_gain=1.03541 0.64355 0.596839 0.529709 0.449079 0.751278 0.735396 0.878107 0.692025 0.444345 0.430094 0.377138 0.351469 0.347343 0.344013 0.439 0.279035 0.26512 0.333187 0.499607 0.420522 0.276761 0.274828 0.331305 0.273047 0.492309 0.26093 0.248998 0.235196 0.293366
threshold=0 1 2 52.740000000000002 3 32.500000000000007 5.5000000000000009 62.500000000000007 12.500000000000002 4 14.500000000000002 30.500000000000004 5 28.500000000000004 6 151.50000000000003 24.500000000000004 1.5000000000000002 7 69.500000000000014 9950.0000000000018 42.710000000000008 8 4.5000000000000009 9.5000000000000018 15.500000000000002 155.00000000000003 24.500000000000004 9 39.07500000000001
decision_type=9 9 9 8 9 10 8 10 8 9 10 10 9 8 9 8 8 10 9 10 10 10 9 10 10 10 8 10 9 10
left_child=1 -1 10 9 8 11 7 -7 -3 26 -2 -6 -11 -5 16 17 -14 -16 19 22 21 28 23 -19 -25 -26 27 -4 29 -20
right_child=2 4 3 13 5 6 -8 -9 -10 12 -12 -13 14 -15 15 -17 -18 18 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=1.4318105632024278e-06 3.4158582681358613e-07 -1.0260733464572798e-05 -8.6815034340423468e-06 -1.6182736354010117e-05 2.0475403350600231e-06 -7.9276519206537523e-06 -4.757934530982089e-07 -4.8283241377777497e-06 4.0723979066940478e-06 2.8036064122903863e-06 8.8297361509114976e-06 -8.0249654820576665e-05 7.4123145618381511e-05 3.5873390175008094e-06 -2.1003497011473954e-05 2.9795515289673969e-05 2.2633573657708902e-06 0.00019204987786877931 -1.4664628697420019e-06 -1.2896349998139647e-05 -1.0694010208694187e-05 0.00011637716189089198 1.064476692265664e-07 -5.1100784090431941e-05 0.00022361511444039323 -4.3342582087060003e-05 -1.3169658778491703e-06 -7.5605682272214466e-05 -2.4641845278949861e-07 3.5597946255272792e-05
leaf_weight=129 73 42 29 25 52 25 30 36 76 407 135 62 126 27 51 188 120 33 56 50 58 59 242 31 28 49 57 25 458 170
leaf_count=129 73 42 29 25 52 25 30 36 76 407 135 62 126 27 51 188 120 33 56 50 58 59 242 31 28 49 57 25 458 170
internal_value=0.000202034 -0.0015378 0.000521531 0.000328696 -0.00247904 -0.00361111 -0.00647826 -0.00896774 -0.000372093 0.000423593 0.00252055 -0.0016 0.000554048 -0.00362264 0.000298266 6.19948e-05 0.00164981 -0.000202177 -8.42104e-05 -0.000963964 0.000399015 0.00066129 -0.000489583 -0.00181579 -0.00300917 -0.00169231 -0.00193443 -0.00407273 0.000432117 0.00145148
internal_weight=2949 452 2497 2289 323 205 91 61 118 2237 208 114 2126 52 1719 1473 246 1285 1234 433 801 743 383 141 108 77 111 54 684 226
internal_count=2949 452 2497 2289 323 205 91 61 118 2237 208 114 2126 52 1719 1473 246 1285 1234 433 801 743 383 141 108 77 111 54 684 226
cat_boundaries=0 16 17 34 35 37 39 56 57 58 59
cat_threshold=268435456 0 1610612736 0 524288 2 33554432 131072 33554432 0 0 384 0 0 0 32 84959232 2 0 262144 516 32 0 0 8192 0 0 0 0 0 0 0 0 144 66594 256 8192 1049600 34 0 1 1056768 2048 0 134217728 0 0 2048 32 0 0 0 0 0 0 1073745920 84052224 276 336
is_linear=0
shrinkage=0.04


Tree=466
num_leaves=31
num_cat=11
split_feature=8 7 12 0 2 8 9 12 3 3 12 4 2 2 13 12 3 4 9 4 1 12 2 0 2 2 2 0 0 3
split_gain=1.28692 1.2691 0.568178 0.671683 0.715577 0.450803 0.437008 0.355675 0.360435 0.970312 0.315064 0.304465 0.346821 0.380247 0.286137 0.333248 0.347572 0.330303 0.31486 0.390045 0.479124 0.531346 0.543756 0.358635 0.264647 0.262404 0.242088 0.241979 0.209543 0.203967
threshold=0 1 2 39.07500000000001 32.500000000000007 3 4 5 2005.5000000000002 2001.5000000000002 6 5368.5000000000009 9.5000000000000018 14.500000000000002 7 8 2020.5000000000002 481.00000000000006 9 1445190000.0000002 5.5000000000000009 10 20.500000000000004 30.500000000000004 52.500000000000007 24.500000000000004 36.500000000000007 40.250000000000007 42.960000000000008 2020.5000000000002
decision_type=9 9 9 10 10 9 9 9 8 10 9 8 8 10 9 9 8 8 9 8 10 9 8 10 10 8 10 10 10 8
left_child=2 6 24 4 -4 -3 -2 28 9 -9 27 -5 -13 -14 15 16 -10 -16 -19 -20 21 22 -21 -22 -1 -18 -24 -8 -7 -23
right_child=1 5 3 11 -6 7 10 8 14 -11 -12 12 13 -15 17 -17 25 18 19 20 23 29 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8268278887233036e-06 -4.0100527610050727e-07 1.060297215462911e-05 -7.5224243324070877e-05 4.4885853145926465e-06 -9.6233513196038737e-06 7.6910255192557759e-07 7.429162732727918e-07 1.7392098150860895e-07 3.9716719338542634e-05 -0.00013110483686314199 4.7615022144498201e-06 -2.5574576856207993e-05 9.8281828487897173e-05 -6.0033044801519415e-06 5.4517844028209357e-05 2.425178837914446e-08 -1.3746523653803459e-05 1.2296417540060556e-05 -0.00011453713278285137 1.1075979235374902e-05 6.725082734093983e-07 -5.1691740320331545e-05 -0.00026988011367267496 -0.00011673432208980619 2.1929932390369339e-05 -5.2670811050559596e-06 -6.9822283621935494e-07 -2.4030124365620787e-05 0.0002427067644328577 3.4677225235470477e-06
leaf_weight=78 102 203 28 33 26 347 358 60 26 31 480 30 27 86 33 129 46 135 31 60 27 33 32 29 28 50 38 33 32 308
leaf_count=78 102 203 28 33 26 347 358 60 26 31 480 30 27 86 33 129 46 135 31 60 27 33 32 29 28 50 38 33 32 308
internal_value=0.000404054 0.000703113 -0.00189049 -0.00298755 -0.00698182 2.4082e-05 0.00184146 -0.000227709 -0.000600556 -0.003 0.00213605 -0.0018983 -0.00269444 -0.00164912 -0.000380368 -0.00151145 -0.00294737 3.25646e-05 -0.000155619 -0.00057645 -0.000325757 9.32205e-05 -0.00198582 -0.00378947 0.000547009 -0.00428866 -0.00450704 0.00120398 0.000810257 0.000920455
internal_weight=2959 2623 336 230 54 1650 973 1447 1068 91 871 176 143 113 977 251 122 726 693 558 527 471 130 56 106 96 70 391 379 341
internal_count=2959 2623 336 230 54 1650 973 1447 1068 91 871 176 143 113 977 251 122 726 693 558 527 471 130 56 106 96 70 391 379 341
cat_boundaries=0 29 46 48 74 76 78 80 81 82 84 85
cat_threshold=268435456 1048576 4 0 1073741824 0 262144 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 128 0 0 8 0 0 64 0 128 268435459 129 1056768 2560 65538 0 0 537010176 67584 9264 32800 256 0 0 0 0 1073745936 24672 32 16 12 0 0 0 1 0 0 0 32768 0 4 8192 0 0 0 0 0 0 2048 0 0 0 0 0 16384 1 16384 134176 32 68185120 32 4 32834 0 4132 83959808
is_linear=0
shrinkage=0.04


Tree=467
num_leaves=31
num_cat=9
split_feature=8 7 9 8 3 8 3 2 0 2 2 2 9 2 2 3 2 2 2 2 2 14 2 2 2 2 15 2 2 6
split_gain=1.30765 1.04332 0.638528 0.489042 0.477522 0.393876 0.780142 0.414966 0.40276 0.515125 0.287345 0.372788 0.277653 0.500181 0.547032 0.466069 0.375131 0.47892 0.235087 0.225931 0.21284 0.20757 0.289469 0.197711 0.613279 0.447517 0.300391 0.391978 0.540563 0.191878
threshold=0 1 2 3 2019.5000000000002 4 2022.5000000000002 2583.5000000000005 39.07500000000001 29.500000000000004 20.500000000000004 75.500000000000014 5 104.50000000000001 22.500000000000004 1984.5000000000002 41.500000000000007 69.500000000000014 10.500000000000002 6.5000000000000009 4.5000000000000009 6 3.5000000000000004 114.50000000000001 63.500000000000007 182.50000000000003 7 9.5000000000000018 18.500000000000004 8
decision_type=9 9 9 9 8 9 8 8 10 10 8 8 9 8 10 10 10 10 10 10 10 9 10 10 10 10 9 10 10 9
left_child=2 -2 5 -3 -4 6 -1 18 9 -8 -6 -12 21 14 15 19 -16 -18 20 -14 -7 23 -23 24 26 -25 29 -28 -29 -5
right_child=1 3 4 12 10 7 8 -9 -10 -11 11 -13 13 -15 16 -17 17 -19 -20 -21 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-4.0368788841238584e-05 3.0342915180467802e-06 7.4133197256766117e-06 -8.0498645400265851e-05 3.4854706235184126e-05 -8.7662209539049345e-06 2.9826926605359833e-06 -2.9022312765483445e-05 -1.0697229418956483e-05 4.6639361945592308e-06 1.0009783158132112e-06 3.6202034977513361e-05 -6.6176015834698879e-05 1.4494526547256999e-05 1.1288455245978519e-05 -0.00027456282205287483 0.00085980909270557087 4.5699777842516215e-06 -2.0384700516286935e-05 9.9461324332282895e-06 -1.1950453959054547e-05 -6.9919945587653232e-06 -2.8214510485481594e-06 6.3420741510836019e-06 -5.2500445719207808e-05 1.3782638746049541e-06 2.7249397043400947e-06 9.0499131535252351e-06 -2.4425314728273663e-06 1.1765100306554566e-06 -1.3292926841058368e-06
leaf_weight=25 493 265 34 112 72 31 29 45 54 41 31 66 60 66 54 33 26 31 184 99 33 98 180 28 111 29 56 33 72 445
leaf_count=25 493 265 34 112 72 31 29 45 54 41 31 66 60 66 54 33 26 31 184 99 33 98 180 28 111 29 56 33 72 445
internal_value=0.000266939 0.000714162 -0.00131098 0.000260918 -0.0031215 -0.000423841 -0.002025 0.000434211 -0.000832 -0.0028169 -0.00237647 -0.000938775 -1.81346e-05 -0.000957895 -0.00167105 -0.000373057 -0.00389286 -0.00158621 0.00109237 -0.001275 -0.000984615 0.000285958 0.00121799 -1.78371e-05 0.000139759 -0.00227586 -0.000289291 0.00118605 -0.000188679 -0.000725352
internal_weight=2936 2291 645 1798 203 442 149 293 124 70 169 97 1533 369 303 192 111 57 248 159 64 1164 278 886 829 57 718 161 105 557
internal_count=2936 2291 645 1798 203 442 149 293 124 70 169 97 1533 369 303 192 111 57 248 159 64 1164 278 886 829 57 718 161 105 557
cat_boundaries=0 30 47 49 78 102 104 105 106 107
cat_threshold=268435472 2060 4 134217728 0 1 0 2147483648 1 0 0 33556480 2112 0 0 4096 0 0 33558528 0 128 0 0 8 0 0 64 0 0 4096 147458 0 1048576 4 2 0 4194304 536879104 67584 0 0 0 0 0 0 32 1073745936 0 6320 1073741824 0 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 256 0 0 0 0 0 0 0 524288 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33558528 0 128 0 0 8 1073741824 18468 8192 69206016 320
is_linear=0
shrinkage=0.04


Tree=468
num_leaves=31
num_cat=11
split_feature=7 8 1 7 2 12 3 9 3 5 8 0 12 2 2 2 7 0 2 9 2 2 3 2 2 2 5 9 0 13
split_gain=1.21626 0.913166 0.688167 0.673302 0.711658 0.581941 0.506599 0.490273 0.4287 0.392531 0.333543 0.948971 0.290675 1.21007 0.357141 0.692433 0.297531 0.438699 0.419776 0.287798 0.284682 1.02624 0.380943 0.262392 0.234752 0.229319 0.225794 0.216033 0.315863 0.269616
threshold=0 1 1.5000000000000002 2 29.500000000000004 3 2016.5000000000002 4 2005.5000000000002 10.500000000000002 5 32.500000000000007 6 2583.5000000000005 104.50000000000001 88.500000000000014 7 35.850000000000009 37.500000000000007 8 14.500000000000002 24.500000000000004 2004.5000000000002 13.500000000000002 99.000000000000014 51.500000000000007 2.5000000000000004 9 40.250000000000007 10
decision_type=9 9 10 9 10 9 10 9 8 8 9 10 9 8 10 10 9 10 10 9 10 10 10 8 10 10 8 9 8 9
left_child=-1 2 -2 4 23 6 8 -7 -5 -10 11 -9 13 19 15 16 17 18 -14 -12 22 -22 -21 -3 -6 -20 -4 28 29 -18
right_child=1 3 26 5 24 7 -8 10 9 -11 12 -13 14 -15 -16 -17 27 -19 25 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.1596465077863225e-05 -2.2367452443435437e-05 -1.0680903648669391e-05 1.9619878954819383e-06 -2.140102794693223e-06 1.384245311033185e-05 -0.00016632834431804072 -4.7808731808042416e-06 3.2868923337462618e-05 -1.0019952392102112e-06 1.833355127268626e-06 7.3943753895899418e-06 -1.237422444860222e-05 9.2905157725510994e-07 -0.00010289598548960723 2.7016631222788242e-05 -1.938135810788768e-05 -6.8635602999245626e-06 -7.7956404798042373e-05 -1.6933845024446106e-06 6.805872163933068e-06 -5.8582426944289522e-05 -1.7726215500881959e-07 -8.3450912357577558e-05 -7.9342038455914455e-06 -1.7711264785319278e-05 1.1576825424636708e-07 6.0725511355292698e-06 4.5840355185882992e-05 0.00010238715270687862 4.6645913247939482e-06
leaf_weight=360 30 84 64 35 55 103 30 26 40 375 119 76 114 27 76 33 125 48 31 100 46 170 25 43 38 45 258 183 49 142
leaf_count=360 30 84 64 35 55 103 30 26 40 375 119 76 114 27 76 33 125 48 31 100 46 170 25 43 38 45 258 183 49 142
internal_value=0.000230431 -7.68934e-05 0.00178512 -0.000377056 -0.00242424 -0.000141942 0.00105906 -0.000521627 0.00141907 0.00177885 -0.000318119 -0.00240708 -0.000139881 -0.00090763 0.000308051 5.18808e-05 0.000308943 -0.000835341 1.48231e-10 -0.000433839 -0.00101136 -0.00191705 0.000476191 -0.00446875 0.00012766 -0.00228571 0.00237771 0.000854902 0.000195719 -0.000343283
internal_weight=2950 2590 352 2238 220 2018 480 1538 450 415 1435 102 1333 487 846 770 737 238 190 460 341 216 125 127 93 76 322 499 316 267
internal_count=2950 2590 352 2238 220 2018 480 1538 450 415 1435 102 1333 487 846 770 737 238 190 460 341 216 125 127 93 76 322 499 316 267
cat_boundaries=0 18 47 64 65 67 86 88 100 102 104 105
cat_threshold=131073 268435457 1048576 262144 2 0 0 8192 0 402654256 0 0 0 0 0 0 4112 384 1073741840 0 0 0 2147483648 1 0 0 0 32768 0 4 8192 512 0 0 0 0 0 0 0 0 4194304 8 0 268468224 0 0 524288 2 0 536870912 2097156 524288 134217730 0 0 33554432 0 8192 256 0 0 0 0 1073741824 68305952 0 8224 0 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 33558528 16818240 2 0 0 67108864 0 0 0 131072 537001984 0 0 0 128 0 20624 0 6160 2
is_linear=0
shrinkage=0.04


Tree=469
num_leaves=31
num_cat=15
split_feature=8 7 12 6 17 11 13 3 0 9 2 9 8 12 2 2 0 2 17 2 2 12 0 3 12 3 7 2 2 2
split_gain=1.02613 0.701312 0.968389 0.796372 0.885716 0.680818 0.984561 0.611221 0.667522 0.530934 0.527501 0.43405 0.482996 0.496459 0.516046 0.443878 0.366331 0.390466 0.36584 0.413236 0.362298 0.331379 0.562392 0.29648 0.269929 0.248344 0.224046 0.388188 0.218639 0.218346
threshold=0 1 2 3 4 5 6 2020.5000000000002 33.175000000000004 7 8.5000000000000018 8 9 10 4.5000000000000009 51.500000000000007 18.500000000000004 19.500000000000004 11 16.500000000000004 10.500000000000002 12 38.20000000000001 2017.5000000000002 13 1997.5000000000002 14 15.500000000000002 79.500000000000014 59.500000000000007
decision_type=9 9 9 9 9 9 9 8 10 9 10 9 9 9 10 10 10 10 9 10 10 9 10 8 9 8 9 10 10 10
left_child=11 24 3 23 10 9 7 -7 -9 -4 -5 -1 13 14 -13 16 -16 -18 19 20 -11 -8 -23 -3 -2 -20 27 -15 -6 -29
right_child=1 2 5 4 28 6 21 8 -10 18 -12 12 -14 26 15 -17 17 -19 25 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-2.7565968548140463e-06 3.046514696114391e-07 -8.340403800374184e-05 -3.1210105997294805e-05 -0.00013543374579148948 2.3432734253540132e-05 -0.00010614588392433999 3.1635867974366763e-05 1.2269411944005467e-05 -0.00026634010278206758 8.519093598089421e-07 -3.4661283406853213e-06 2.1918559900058199e-06 1.0441871012869432e-05 -1.2173172841331063e-06 -7.1656809396514389e-07 3.5542904239696349e-07 -2.1013802681790674e-05 2.6382439603638305e-06 -1.1653795953296593e-05 5.7949558413825343e-05 -8.1071938144313505e-06 2.8797417723953537e-05 -9.4439152852170924e-05 -3.753881913090081e-05 2.4661069836961338e-05 2.1327921648323819e-05 3.5954621787713162e-06 4.5453639477830119e-07 -2.7173169001426566e-06 -2.5214351055088705e-07
leaf_weight=151 102 29 105 42 176 39 121 46 62 59 59 50 272 41 68 71 31 31 29 25 29 61 47 193 133 385 263 80 51 56
leaf_count=151 102 29 105 42 176 39 121 46 62 59 59 50 272 41 68 71 31 31 29 25 29 61 47 193 133 385 263 80 51 56
internal_value=0.000312242 -0.000281596 -0.000591459 -0.00192513 -0.000613569 0.000149166 -0.00117829 -0.00362025 -0.00227523 0.000945568 -0.00353571 0.00125867 0.0015729 0.000974359 -0.000442748 -0.00136634 -0.00274809 -0.000507936 0.00146468 -0.000548387 -0.00188764 0.000483333 -0.00107563 -0.00374249 0.00170732 0.00201412 0.00177384 0.000574468 0.000789916 0.00163504
internal_weight=2907 1793 1558 550 328 1008 376 147 108 632 101 1114 963 691 251 201 130 62 527 113 88 229 108 222 235 414 440 177 227 136
internal_count=2907 1793 1558 550 328 1008 376 147 108 632 101 1114 963 691 251 201 130 62 527 113 88 229 108 222 235 414 440 177 227 136
cat_boundaries=0 30 47 49 50 51 53 54 56 58 82 83 84 86 88 96
cat_threshold=1073741840 2060 0 0 8192 0 0 0 0 32768 0 131076 0 1049088 0 0 0 0 0 10240 256 0 20971520 8 0 32768 0 0 0 4096 0 1 68157440 262660 0 0 0 8192 0 134217728 32 0 16 0 0 0 4112 108800 2 26 24 49156 1024 6 0 16416 256 24592 16 4 0 0 0 0 0 0 0 32768 0 0 0 512 0 0 0 0 0 2048 256 0 16777216 8 83202 8 16777250 32 8290 32 0 0 67108864 4 0 0 0 268566528
is_linear=0
shrinkage=0.04


Tree=470
num_leaves=31
num_cat=13
split_feature=8 7 9 12 2 8 9 9 17 2 2 12 2 2 2 5 2 2 2 12 2 2 2 7 5 2 5 2 12 13
split_gain=1.22119 1.15095 0.641172 0.579629 0.920638 0.551435 0.463511 0.39724 0.669102 0.355476 0.399995 0.354297 0.33891 0.333879 0.7314 0.326483 0.318092 0.717612 0.296848 0.267751 0.385217 0.236249 0.224629 0.208512 0.203122 0.161274 0.147117 0.210235 0.131308 0.459486
threshold=0 1 2 3 103.50000000000001 4 5 6 7 10.500000000000002 4.5000000000000009 8 11.500000000000002 11.500000000000002 41.500000000000007 1.5000000000000002 15.500000000000002 41.500000000000007 29.500000000000004 9 57.500000000000007 3.5000000000000004 8.5000000000000018 10 1.0000000180025095e-35 92.500000000000014 2.5000000000000004 13.500000000000002 11 12
decision_type=9 9 9 9 10 9 9 9 9 10 8 9 10 8 10 8 10 10 10 9 8 10 8 9 10 8 8 10 9 9
left_child=3 -2 18 9 6 -4 19 11 12 10 -1 16 -9 24 -15 -14 -7 -18 21 20 -5 -3 -21 -13 -10 26 27 -8 -25 -30
right_child=1 2 5 4 -6 7 25 8 13 -11 -12 23 15 14 -16 -17 17 -19 -20 22 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=4.0110639455392778e-05 6.7493876148357315e-05 -0.00011577803063382172 3.0692014457400775e-06 -9.4381064025449899e-06 -0.00022937793750367136 1.9308144888257574e-06 5.5770538595080085e-05 -0.00012539915886816002 0.00041694454117276793 6.0600110411807637e-06 -3.5910696530135483e-05 1.2880904818861251e-06 2.489774730156838e-05 -6.759569084226445e-05 2.6403571887298207e-05 -1.0301876523336455e-05 -1.1029843537165528e-06 3.7460311312411118e-07 -0.00013042222648282259 -7.1060210320792453e-06 7.9417515533919169e-06 3.0370437686442589e-05 -5.6544902534053526e-06 2.2833998277856111e-06 -3.9534315475887441e-06 -4.7841627323164333e-05 6.393255736320722e-05 -3.3106996826183076e-06 -5.9555436850712003e-07 8.7804072165180239e-06
leaf_weight=25 340 38 241 90 36 77 40 48 71 144 45 165 32 121 101 40 75 70 38 33 34 41 111 354 25 25 43 31 184 215
leaf_count=25 340 38 241 90 36 77 40 48 71 144 45 165 32 121 101 40 75 70 38 33 34 41 111 354 25 25 43 31 184 215
internal_value=0.000413088 0.000850022 0.000464304 -0.00109581 -0.00191189 0.000653552 -0.00140196 0.000372561 -0.000641425 0.000604445 -0.00169014 0.000764553 -0.00305343 0.000340426 -0.000502242 -0.00153425 -0.00065236 -0.00178082 -0.00228125 -0.00232258 -0.00077037 -0.00105 -0.00350968 0.00111087 0.00230928 0.000506667 0.00118261 5.55557e-05 0.000801047 0.000282927
internal_weight=2933 2276 1936 657 443 1819 407 1578 438 214 70 1140 120 318 222 72 222 145 117 268 124 79 144 918 96 139 114 71 753 399
internal_count=2933 2276 1936 657 443 1819 407 1578 438 214 70 1140 120 318 222 72 222 145 117 268 124 79 144 918 96 139 114 71 753 399
cat_boundaries=0 30 47 49 50 76 78 80 81 82 84 93 95 96
cat_threshold=268435472 4 4 134217728 3221225472 1 262144 2147483648 0 0 0 0 0 0 0 4096 0 0 33554432 0 2147484032 0 0 0 0 32768 64 0 0 4096 268435459 128 1074790400 10752 0 0 0 8192 0 134217760 32800 0 0 0 0 0 1073745936 0 8208 17968416 1073741824 0 0 0 0 0 0 0 0 0 0 0 10240 512 0 0 0 0 0 0 0 0 4194304 0 0 16384 0 18468 1073742080 18464 12 16924928 67174464 32 131072 0 0 0 0 0 0 131072 33556480 67208224 32 2
is_linear=0
shrinkage=0.04


Tree=471
num_leaves=31
num_cat=12
split_feature=8 7 7 8 2 12 9 7 2 16 9 2 2 1 3 5 2 2 5 2 1 16 1 2 7 2 2 2 2 12
split_gain=1.46267 0.96484 0.638058 0.381406 1.20224 0.432932 0.362649 0.354325 0.326049 0.309182 0.304919 0.550673 0.994298 0.295903 0.552825 0.501434 0.32118 0.286491 0.279085 0.399089 0.36862 0.439842 0.236785 0.241392 0.214106 0.540583 0.290707 0.371615 0.238255 0.224172
threshold=0 1 2 3 7.5000000000000009 4 5 6 35.500000000000007 7 8 14.500000000000002 39.500000000000007 2.5000000000000004 2017.5000000000002 1.0000000180025095e-35 86.500000000000014 108.50000000000001 1.5000000000000002 8.5000000000000018 5.5000000000000009 9 4.5000000000000009 31.500000000000004 10 44.500000000000007 44.500000000000007 37.500000000000007 101.50000000000001 11
decision_type=9 9 9 9 10 9 9 9 8 1 9 10 10 10 8 10 8 10 8 10 10 1 8 10 9 10 10 10 10 9
left_child=7 13 -3 4 -4 6 8 9 -5 -1 24 -12 -13 -2 -15 16 -16 -14 19 -8 -20 -22 -6 -24 25 -7 27 29 -28 -26
right_child=1 2 3 5 22 10 18 -9 -10 -11 11 12 17 14 15 -17 -18 -19 20 -21 21 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=-1.4747805819486845e-06 -5.0470986098931422e-05 6.8780509299002787e-06 -3.5747572177382916e-05 -5.2045340604516495e-05 -0.00019624356046470335 8.2691160533992346e-07 7.6507324879670479e-05 8.5467926995296395e-06 3.6364049023084094e-05 2.0431322325859808e-06 2.490289294991758e-05 -6.5424424662739451e-05 3.310058027371385e-05 7.9112914818211788e-06 -7.1267681563902308e-06 -1.5339117834569267e-06 -8.1893493645599329e-05 -0.00011560201744622458 1.4996597505501086e-06 -3.4212864190265528e-05 2.5785106170717338e-06 -2.7788607944833327e-06 -2.6194348904969572e-06 1.1433690570376897e-05 -4.1841683185425671e-06 -5.2166377535912326e-06 9.1509757232522954e-07 -1.0008148602573904e-06 -3.5909695346304363e-07 1.6469251409034779e-06
leaf_weight=51 63 326 25 107 25 72 26 440 39 60 86 44 35 42 49 32 27 25 563 40 47 38 53 38 139 36 126 26 60 216
leaf_count=51 63 326 25 107 25 72 26 440 39 60 86 44 35 42 49 32 27 25 563 40 47 38 53 38 139 36 126 26 60 216
internal_value=0.000305715 -0.000124172 0.000130731 -0.000157698 -0.00207895 1.15209e-05 0.000642939 0.00214235 -0.00112102 3.2787e-05 -0.000616438 -0.00199005 -0.0040381 -0.002625 -0.00370861 -0.00521101 -0.00696104 -0.000655738 0.00101517 -0.00143284 0.00128197 -0.00116279 -0.000478632 0.000478261 -0.000204081 -0.0017479 0.000117647 -0.000513089 0.00141176 -0.000168539
internal_weight=2956 2405 2192 1866 141 1725 860 551 146 111 865 190 104 213 150 108 76 60 714 66 648 85 116 91 675 108 567 381 186 355
internal_count=2956 2405 2192 1866 141 1725 860 551 146 111 865 190 104 213 150 108 76 60 714 66 648 85 116 91 675 108 567 381 186 355
cat_boundaries=0 26 44 61 88 90 92 101 102 104 105 122 124
cat_threshold=1073741840 2052 0 0 65536 0 0 2147483648 1 0 0 131076 2048 1049600 0 0 0 0 0 8192 256 0 4194304 0 0 268451840 3 0 0 2097664 0 134217730 33554432 268435456 33554432 0 0 384 0 0 0 0 0 128 0 17 1611669504 524292 34 0 0 0 0 134225920 32 0 128 0 0 0 1073741840 0 0 0 134217728 0 1 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 128 0 0 0 0 0 64 68356130 2 1 16528 0 128 0 4 0 8192 0 131072 65536 2 0 22672 2 131072 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 4096 16786432 32
is_linear=0
shrinkage=0.04


Tree=472
num_leaves=31
num_cat=11
split_feature=8 7 13 7 8 2 12 13 2 5 13 2 4 7 8 3 4 2 2 2 3 5 2 2 2 2 9 4 2 2
split_gain=1.15277 1.02041 1.20858 0.735041 0.638838 0.976137 0.508343 0.497666 0.471958 0.339486 0.320204 0.467213 0.381643 0.340917 0.321143 0.308763 0.307175 0.304264 0.780962 0.301172 0.294074 0.3303 0.307474 0.29312 0.292145 0.265712 0.418039 0.41574 0.359921 0.218401
threshold=0 1 2 3 4 9.5000000000000018 5 6 14.500000000000002 2.5000000000000004 7 129.50000000000003 481.00000000000006 8 9 1988.5000000000002 425.00000000000006 46.500000000000007 38.500000000000007 46.500000000000007 2010.5000000000002 1.5000000000000002 14.500000000000002 15.500000000000002 1.0000000180025095e-35 4.5000000000000009 10 5157000000.000001 64.500000000000014 2.5000000000000004
decision_type=9 9 9 9 9 8 9 9 10 8 9 10 8 9 9 10 8 10 10 8 10 8 10 8 10 8 9 8 10 10
left_child=-1 2 -2 16 5 -5 7 8 -6 -7 11 13 -12 19 17 -4 -3 18 -14 -8 21 -15 -22 -11 -23 29 -27 -28 -29 -16
right_child=1 3 15 4 6 9 10 -9 -10 23 12 -13 14 20 25 -17 -18 -19 -20 -21 22 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=4.8253238267023665e-06 1.4696941472575308e-06 -6.4648066647795439e-06 -3.8152960095736572e-05 -2.5704266048850204e-05 -6.5940001896830525e-07 -7.4123604987506516e-06 1.4505558498212234e-06 6.6870260491429305e-07 -8.0568977429148739e-06 2.6273931116460195e-06 6.7113717524044581e-06 -1.4917064381189695e-05 1.4245481629733564e-06 -1.0222557813896104e-05 -2.1715414681382201e-05 -1.6985651515905552e-06 2.1709101566321161e-05 2.8356708022565486e-07 -8.2884082491386964e-07 -7.1333679325886086e-07 -5.2221968038653158e-05 1.8240087251250904e-05 5.9346514565100792e-05 -1.4675641790712845e-06 1.337649335664117e-05 6.9762168322181316e-06 -0.00034608323004396745 -1.3972069520705181e-05 0.0001313926558211484 4.7821285395425142e-05
leaf_weight=347 106 36 78 51 45 33 105 156 65 26 38 49 140 30 31 31 317 84 34 65 26 38 27 145 267 115 37 323 55 49
leaf_count=347 106 36 78 51 45 33 105 156 65 26 38 49 140 30 31 31 317 84 34 65 26 38 27 145 267 115 37 323 55 49
internal_value=0.000296949 3.06176e-06 -0.00256637 0.000245204 -5.08556e-05 -0.0018797 0.000221229 -0.0013574 -0.00330578 -0.000702439 0.000506562 0.00121036 2.61724e-05 0.00155993 -0.000147296 -0.00536667 0.0019011 0.00101115 9.14287e-05 1.39956e-10 0.00218546 0.00267857 -0.000518518 2.3256e-05 0.0030719 -0.000644122 -0.000979284 -0.0015493 -0.00118206 0.00148148
internal_weight=2949 2602 215 2387 2034 255 1779 266 110 204 1513 607 906 558 868 109 353 258 174 170 388 335 53 171 305 610 530 415 378 80
internal_count=2949 2602 215 2387 2034 255 1779 266 110 204 1513 607 906 558 868 109 353 258 174 170 388 335 53 171 305 610 530 415 378 80
cat_boundaries=0 26 42 43 60 89 91 92 93 105 128 130
cat_threshold=1073741824 0 0 0 0 0 524288 2147483648 1 0 0 4 8192 1048576 268435456 0 0 0 0 8192 0 524288 4194304 0 0 268484608 2 16 536870912 2097156 524288 134217730 33554432 268435456 0 0 0 256 0 0 0 32 2 268451840 129 1108353024 0 0 0 0 8192 2048 8192 8224 0 0 0 67108864 0 16 16 2052 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 2147483776 0 0 8 0 0 64 0 128 33024 2 12 12 0 0 0 0 0 0 131072 537001984 0 0 0 128 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 0 12336
is_linear=0
shrinkage=0.04


Tree=473
num_leaves=31
num_cat=11
split_feature=8 7 8 12 2 3 7 12 6 12 2 0 2 12 2 2 3 0 2 11 3 3 12 2 2 0 2 2 2 2
split_gain=1.64388 0.663856 0.609348 0.691001 0.979792 0.607395 0.474234 0.403239 0.525489 0.433384 0.801182 0.316103 0.41044 0.27758 0.273465 0.53653 0.262216 0.226402 0.384457 0.333951 0.550412 0.372462 0.257201 0.353492 0.671048 0.669943 0.345676 0.231641 0.212209 0.207765
threshold=0 1 2 3 9.5000000000000018 1993.5000000000002 4 5 6 7 8.5000000000000018 36.400000000000006 25.500000000000004 8 8.5000000000000018 14.500000000000002 2003.5000000000002 43.175000000000004 95.500000000000014 9 2013.5000000000002 2017.5000000000002 10 73.500000000000014 22.500000000000004 16.750000000000004 89.500000000000014 15.500000000000002 7.5000000000000009 36.500000000000007
decision_type=9 9 9 9 10 10 9 9 9 9 10 10 8 9 8 8 8 8 8 9 10 10 9 10 10 10 10 10 10 8
left_child=13 11 3 4 -3 -5 -4 -8 9 10 -9 12 -2 28 -13 -16 -10 19 -19 21 -21 22 23 24 -18 -26 27 -24 -1 -17
right_child=1 2 6 5 -6 -7 7 8 16 -11 -12 14 -14 -15 15 29 17 18 -20 20 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=3.7836706930712463e-05 0.00013275724167797462 -2.1008554837554423e-05 4.2959840591075231e-06 4.1613109823677323e-06 -5.7288377744147422e-06 -3.4512836175593702e-05 7.8354328766630174e-07 9.3138292483090534e-06 0.00024470790213953147 -4.4793716896315562e-06 -9.5392822275244555e-05 -1.6025740021188259e-05 -2.8329277731861824e-05 1.4336391073764031e-05 0.00035998982325692277 -4.5689613318671521e-05 -2.4298270079758747e-07 4.8802361001201935e-06 -0.00045893241259369494 6.1807340626074701e-06 -5.0386322725954172e-06 7.2883258319531293e-05 -6.408986733162643e-06 7.8918529708091351e-06 -1.5256576329667562e-07 -8.3848983137939834e-05 -7.135541873896273e-07 3.3462664784302692e-06 -2.0669217909663746e-07 -4.9612885569040144e-06
leaf_weight=25 27 26 244 132 84 31 501 45 30 246 73 25 44 386 28 30 134 36 29 196 25 31 67 29 36 32 25 112 105 85
leaf_count=25 27 26 244 132 84 31 501 45 30 246 73 25 44 386 28 30 134 36 29 196 25 31 67 29 36 32 25 112 105 85
internal_value=0.0003 -0.000144159 8.09197e-05 -0.00164789 -0.00396694 6.89657e-05 0.000338591 8.92643e-05 -0.000324978 -0.00155733 -0.00347287 -0.002096 5.55557e-05 0.00232258 -0.00312426 -0.00241667 0.000262295 0.000116866 -0.00212121 0.000331395 0.00156897 -0.000285115 -0.00059633 -0.00147107 -0.00212808 -0.00533333 0.000446512 0.00108889 0.000567376 -0.00362069
internal_weight=2919 2403 2164 273 110 163 1891 1647 1146 364 118 239 71 516 168 143 782 752 65 687 221 466 435 231 202 68 204 179 130 115
internal_count=2919 2403 2164 273 110 163 1891 1647 1146 364 118 239 71 516 168 143 782 752 65 687 221 466 435 231 202 68 204 179 130 115
cat_boundaries=0 30 48 75 77 94 96 97 98 100 101 102
cat_threshold=1073741824 0 0 0 0 1 0 2147483648 1 32768 0 2052 2048 1049088 0 0 0 0 0 8192 256 0 0 0 0 49152 4 0 0 4096 2 144 0 2624000 0 134217730 0 0 0 0 0 128 0 0 0 0 128 128 268435472 0 0 0 0 0 262144 0 0 0 0 0 64 0 0 0 0 0 33554432 0 128 0 0 8 0 0 64 67215360 32 268435456 0 68157440 0 0 0 0 0 2048 134217760 32 0 128 0 0 0 16 68354048 32 148 41248 16990208 32 36 16795714
is_linear=0
shrinkage=0.04


Tree=474
num_leaves=31
num_cat=8
split_feature=7 8 12 12 1 9 0 2 2 2 9 2 2 3 0 2 3 12 1 4 9 2 3 2 2 0 2 2 2 2
split_gain=1.36447 1.02578 0.522311 0.476908 0.45512 0.452584 0.791439 0.689026 0.775906 0.353689 0.489382 0.332562 0.532227 0.323247 0.321238 0.306487 0.293365 0.301007 0.917252 0.335096 0.340272 0.291198 0.271237 0.233378 0.400418 0.220507 0.209088 0.201446 0.197478 0.189056
threshold=0 1 2 3 5.5000000000000009 4 43.175000000000004 18.500000000000004 37.500000000000007 5.5000000000000009 5 119.00000000000001 90.500000000000014 1992.5000000000002 15.500000000000002 119.00000000000001 2010.5000000000002 6 5.5000000000000009 199.50000000000003 7 5.5000000000000009 1980.5000000000002 44.500000000000007 22.500000000000004 42.250000000000007 414.00000000000006 12.500000000000002 595.00000000000011 8.5000000000000018
decision_type=9 9 9 9 10 9 10 8 8 8 9 10 10 10 10 8 10 9 8 10 9 10 10 10 10 10 8 8 10 10
left_child=4 3 22 14 9 6 7 21 -9 -1 -11 12 16 15 23 -12 17 18 25 20 27 -4 -3 24 -2 -7 -10 -19 -13 -18
right_child=1 2 5 -5 -6 11 -8 8 26 10 13 28 -14 -15 -16 -17 29 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.6198754689839624e-05 4.6268583925228941e-07 1.087354036817525e-05 -0.00010942057293533148 2.0327952887767988e-06 -3.2203581340057795e-05 1.7319373825661617e-06 -0.00011271687623436031 -7.2356688455994372e-05 1.4251926521678801e-05 -5.2063208662190195e-06 -1.7538996979202959e-06 0.00010300254414061732 -1.7998973805052081e-05 0.0018453003095335473 1.6527556072575798e-06 0.001506540003340549 1.4534757377243422e-05 2.1464696922050397e-05 -2.8231231344743321e-05 3.6207955775510169e-05 3.8464283072808859e-06 6.004046059291407e-05 5.0271918979372801e-07 5.0349107642436706e-07 -5.6825733974919118e-07 -0.00016713957430318204 -3.9874295563029229e-05 -3.4155848414707867e-05 3.0757031553446897e-07 -4.9214449515659965e-05
leaf_weight=34 54 170 28 575 54 152 34 32 41 117 41 69 35 40 238 29 42 37 31 99 446 58 62 67 45 27 33 82 38 72
leaf_count=34 54 170 28 575 54 152 34 32 41 117 41 69 35 40 238 29 42 37 31 99 446 58 62 67 45 27 33 82 38 72
internal_value=0.000294138 0.000600466 -3.00186e-05 0.00161212 -0.00214724 -0.000333577 -0.00192405 -0.000994818 -0.00314019 -0.00151145 -0.000929824 1.47575e-10 -0.000222656 0.000991736 0.000520482 -0.00056338 -4.85337e-05 0.000201143 -0.00108597 0.000616296 0.00024735 0.00165517 0.00167901 -0.000814371 -0.00204 -2.22221e-05 -0.000853333 -0.00156923 0.00211111 -0.00194783
internal_weight=2882 2567 1588 979 315 1356 226 192 106 261 227 1130 1023 110 404 70 988 874 210 664 565 86 232 166 99 179 74 119 107 114
internal_count=2882 2567 1588 979 315 1356 226 192 106 261 227 1130 1023 110 404 70 988 874 210 664 565 86 232 166 99 179 74 119 107 114
cat_boundaries=0 18 48 49 51 53 55 56 58
cat_threshold=3 176 536870912 2099712 0 2 33554432 268435456 0 0 0 128 0 0 0 32 0 384 1073741824 8 0 0 65536 0 0 2147483648 1 0 0 131076 2048 1049088 0 0 0 0 0 8192 0 0 20971520 0 0 49152 4 0 524288 4096 84017184 84042752 34 256 8212 128 18432 90112 0 16416
is_linear=0
shrinkage=0.04


Tree=475
num_leaves=31
num_cat=11
split_feature=7 8 7 12 2 0 2 12 0 2 6 2 13 0 6 4 4 2 2 2 13 0 8 12 0 2 2 2 2 2
split_gain=1.37636 0.798307 0.715063 0.935844 1.04552 1.59614 0.677787 0.452188 0.492803 0.520591 0.463072 0.439296 0.706401 0.412553 0.441511 0.396465 0.336251 0.588307 0.312773 0.58749 0.297005 0.338222 0.284264 0.296747 0.653722 0.255611 0.25283 0.358974 0.217481 0.297526
threshold=0 1 2 3 38.500000000000007 38.57500000000001 19.500000000000004 4 51.32500000000001 492.00000000000006 5 26.500000000000004 6 32.500000000000007 7 425.00000000000006 6670500000.000001 21.500000000000004 8.5000000000000018 24.500000000000004 8 40.250000000000007 9 10 39.07500000000001 29.500000000000004 4.5000000000000009 58.500000000000007 18.500000000000004 42.500000000000007
decision_type=9 9 9 9 10 10 8 9 8 10 9 10 9 10 9 8 8 8 8 10 9 10 9 9 10 10 8 10 8 10
left_child=15 -2 3 25 6 -6 -5 13 9 10 11 12 -9 -4 18 -1 17 -12 -15 -20 21 26 -17 24 -24 -3 -18 -28 -22 -30
right_child=1 2 7 4 5 -7 -8 8 -10 -11 16 -13 -14 14 -16 22 20 -19 19 -21 28 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-5.9916301418051594e-06 3.9989305824870136e-06 -2.0584790930351081e-05 3.880028313638595e-07 -1.6061859858582449e-05 -0.00010057046767448609 -1.8625570911404589e-06 1.0824542022021262e-05 -5.2626330615779642e-06 -1.378019325917991e-05 -8.934899917172966e-05 6.5962603520933834e-05 3.5931134972989286e-05 5.1633005456091103e-05 -1.2466450335745027e-05 -2.74970210303438e-06 -2.8571906863563115e-07 -8.1497498798405068e-05 -0.00036840912893579226 -8.401207201522322e-05 -3.3126770761025914e-05 8.5746031198955663e-06 0.00013230231478548598 1.5765397157065805e-06 4.2427415620726778e-06 -2.2996203386297382e-05 1.1063921793881481e-05 4.5210657471666234e-08 -2.2139135173618524e-06 -1.1427364255076501e-06 9.4667663170638369e-06
leaf_weight=37 209 76 139 77 32 47 61 125 26 26 27 137 216 28 173 102 26 28 53 48 41 35 71 664 39 45 150 38 69 60
leaf_count=37 209 76 139 77 32 47 61 125 26 26 27 137 216 28 173 102 26 28 53 48 41 35 71 664 39 45 150 38 69 60
internal_value=0.00029594 -0.000295557 -0.000573021 -0.00220057 -0.00373684 -0.00755 -0.00178417 -0.000178571 0.000291626 0.000441267 0.000596013 0.00145603 0.00071345 -0.00123009 -0.00208581 0.00157143 -0.000296907 -0.00321429 -0.00374286 -0.00505882 8.57144e-05 -0.000784615 0.00176055 0.00200764 1.35465e-10 0.000636364 -0.00141395 -0.000888889 0.00132597 0.000584616
internal_weight=2905 1992 1783 338 217 79 138 1445 1004 978 952 478 341 441 302 913 474 55 129 101 419 249 876 774 110 121 214 188 170 129
internal_count=2905 1992 1783 338 217 79 138 1445 1004 978 952 478 341 441 302 913 474 55 129 101 419 249 876 774 110 121 214 188 170 129
cat_boundaries=0 17 43 61 63 64 65 66 67 68 89 90
cat_threshold=0 1 1142169600 262148 65538 64 131072 805314560 2048 134217776 32 0 0 0 0 0 1073745936 1073741824 2048 0 0 0 0 0 2147483648 0 32768 0 4 8192 0 0 0 0 0 0 0 0 0 4194304 8 0 16384 1 144 536870912 526848 0 134217728 33554432 0 33619968 0 0 384 0 0 0 0 0 128 1181760 32 16834624 326 12 30 10 268435456 0 0 134217728 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 256 17664
is_linear=0
shrinkage=0.04


Tree=476
num_leaves=31
num_cat=8
split_feature=8 7 9 3 0 2 2 2 8 2 2 5 3 9 3 3 2 2 9 4 0 4 0 2 15 2 2 11 0 2
split_gain=1.00139 0.857194 0.591328 0.595787 0.561718 0.580118 0.474035 0.381531 0.375594 0.331523 0.316635 0.312877 0.303743 0.286518 0.331497 0.61895 0.334086 0.3517 0.276195 0.27116 0.270359 0.253461 0.225217 0.218085 0.215553 0.309852 0.41555 0.263184 0.22838 0.187481
threshold=0 1 2 2019.5000000000002 47.750000000000007 10.500000000000002 14.500000000000002 3160.5000000000005 3 45.500000000000007 37.500000000000007 9.0000000000000018 1993.5000000000002 4 2001.5000000000002 2005.5000000000002 44.500000000000007 155.00000000000003 5 520.00000000000011 29.500000000000004 1.0000000180025095e-35 42.960000000000008 24.500000000000004 6 42.500000000000007 50.500000000000007 7 40.250000000000007 16.500000000000004
decision_type=9 9 9 8 8 8 10 8 9 10 10 8 10 9 10 10 8 10 9 8 10 10 10 10 9 8 8 9 10 8
left_child=7 18 3 -3 8 -6 -5 22 12 -7 -8 29 21 14 16 -16 -13 -18 20 -20 -2 -4 -1 -14 25 -21 -27 -26 -29 -10
right_child=1 2 4 6 5 9 10 -9 11 -11 -12 13 23 -15 15 -17 17 -19 19 24 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=3.8264490844584414e-06 2.1358360406045295e-08 5.6501237510658452e-05 -7.3085331099511516e-07 -2.5062029037437414e-05 -1.3818373605579966e-05 1.4497211192071562e-05 -5.6994702157247625e-05 -2.1890163712795516e-05 -2.2583681677659196e-05 -0.00039827491804243228 -0.00011330384461180162 1.4524064544750958e-05 -4.5575180067037788e-05 0.0014027881509561472 -0.00050163284751788509 3.3083988630842103e-07 -1.6142904192247275e-05 0.00042725237354998005 -5.8976303128177433e-06 1.1575117984128951e-06 4.7855851558083483e-05 2.5861197420553594e-05 -2.3381562695813424e-06 -3.3087746171238135e-07 4.5890605537929665e-07 -1.4116074131982583e-06 -3.5549464644042532e-08 2.8341493869515743e-05 7.7298566687793715e-08 6.129624890255268e-07
leaf_weight=383 45 53 165 81 35 27 25 33 78 25 39 305 26 148 25 134 148 38 43 244 170 43 48 35 183 35 126 103 30 82
leaf_count=383 45 53 165 81 35 27 25 33 78 25 39 305 26 148 25 134 148 38 43 244 170 43 48 35 183 35 126 103 30 82
internal_value=0.000372125 4.95605e-05 -0.00054629 -0.00252632 -0.000229434 -0.00331818 -0.0039726 0.00205474 -9.77184e-06 -0.000603773 -0.00652308 0.000363261 -0.0013 0.000690864 0.000302572 -0.001275 0.000821138 -0.000513369 0.000965657 0.000588387 0.00221239 -0.00061244 0.00241667 -0.00380645 0.000781164 0.000144231 -0.00120988 0.00154128 0.00286111 -0.00124224
internal_weight=2955 2491 1512 198 1314 87 145 464 1227 52 64 958 269 798 650 159 491 186 979 764 215 208 431 61 721 405 161 316 133 160
internal_count=2955 2491 1512 198 1314 87 145 464 1227 52 64 958 269 798 650 159 491 186 979 764 215 208 431 61 721 405 161 316 133 160
cat_boundaries=0 26 43 45 72 74 76 77 80
cat_threshold=1073741824 2058 0 0 0 1 0 2147483648 0 32768 0 4 10240 0 0 0 0 0 0 10240 0 0 4194304 0 0 49152 0 1 1056768 0 34 134217728 131072 268574720 65536 8240 32 128 0 268435456 0 0 1073745936 256 8196 0 0 4 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 33558528 0 256 0 16777216 8 0 0 64 0 18464 0 28804 201326592 32 0 524288
is_linear=0
shrinkage=0.04


Tree=477
num_leaves=31
num_cat=17
split_feature=8 7 8 0 0 0 7 12 6 9 8 11 0 1 13 1 6 12 12 0 5 0 7 12 12 0 0 7 0 1
split_gain=1.44534 1.12266 0.80218 0.835705 0.651028 0.414662 0.38945 0.421246 0.457135 0.388501 0.387796 0.331658 0.528012 0.375303 0.24742 0.324402 0.21598 0.355765 0.198593 0.233219 0.164628 0.190259 0.159456 0.315555 0.312625 0.174507 0.137059 0.134866 0.257769 0.134634
threshold=0 1 2 40.250000000000007 39.07500000000001 44.07500000000001 3 4 5 6 7 8 36.400000000000006 4.5000000000000009 9 5.5000000000000009 10 11 12 42.250000000000007 9.0000000000000018 37.750000000000007 13 14 15 15.500000000000002 32.500000000000007 16 16.750000000000004 5.5000000000000009
decision_type=9 9 9 8 10 10 9 9 9 9 9 9 10 10 9 10 9 9 9 10 8 10 9 9 9 10 10 9 10 8
left_child=10 4 5 6 -2 20 -4 8 -8 16 18 -11 -13 -14 15 -5 -9 -18 19 27 -3 -22 24 -24 -20 -26 -25 28 -1 -16
right_child=1 2 3 14 -6 -7 7 9 -10 11 -12 12 13 -15 29 -17 17 -19 22 -21 21 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=8.0685118882743183e-08 -1.9527666517875486e-05 -1.4200497288718029e-06 1.4889963886071563e-05 8.3183417545970567e-06 -1.4756907314806293e-05 4.6413773885317375e-06 6.1810129024350617e-05 -1.5317854928683936e-06 1.1832616864687727e-06 2.1473823457678966e-07 3.8442935626118296e-06 7.0157686895404909e-06 -5.0482956838755996e-05 -0.00021547645117040473 -0.00011335446640983193 -8.3846398043137293e-06 -1.1384339757944005e-07 0.00023852798049503248 3.3420607740098612e-07 -2.1840892576869728e-06 -8.5875675012442491e-06 -3.2587753263652339e-05 2.5959636820472784e-06 5.3740751685299466e-07 -1.1826622646139407e-06 1.8810701143624086e-06 -1.3156220259778073e-06 5.186794098665892e-06 -2.3700875739338745e-07 -3.3653381426969483e-06
leaf_weight=73 25 86 125 72 78 45 244 146 248 129 293 29 38 36 83 31 107 135 113 63 25 91 113 62 85 72 38 220 43 38
leaf_count=73 25 86 125 72 78 45 244 146 248 129 293 29 38 36 83 31 107 135 113 63 25 91 113 62 85 72 38 220 43 38
internal_value=0.00044995 -0.000261251 -4.65372e-06 0.000355978 -0.00410526 -0.00206202 0.000765751 0.000505788 0.00136779 -0.000190174 0.00153457 -0.00144856 -0.00305263 -0.00512 -0.00188444 -0.000245614 0.000581454 0.00129644 0.00108399 0.00174634 -0.00291626 -0.00389744 0.000510122 0.00130357 -0.000142349 -0.0012619 -0.00036036 0.00220772 0.000818898 -0.003
internal_weight=2986 1811 1708 1461 103 247 1237 1112 492 620 1175 232 103 74 224 103 388 242 882 399 202 116 483 213 270 157 100 336 116 121
internal_count=2986 1811 1708 1461 103 247 1237 1112 492 620 1175 232 103 74 224 103 388 242 882 399 202 116 483 213 270 157 100 336 116 121
cat_boundaries=0 30 46 76 93 94 95 97 123 125 126 127 129 130 138 140 141 149
cat_threshold=1073741824 2056 4 0 8192 0 0 2147483648 0 32768 0 2052 10240 1049088 0 0 0 0 0 8192 256 0 20971520 0 0 49152 0 0 0 8192 0 0 0 524288 0 134217728 33554432 0 33619968 0 0 256 0 0 0 32 0 0 0 0 0 0 262144 0 0 0 0 0 64 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 0 0 0 524416 4096 0 0 0 0 0 0 0 139264 0 32 0 0 16 0 0 0 1073741840 68182274 330 1073741824 18560 0 0 0 0 0 0 0 0 0 0 0 4 2048 512 0 0 0 0 0 0 256 0 20971520 0 0 32768 32772 1024 10 328 16844800 34 74082 0 0 67108864 0 2 0 131072 131072 16811008 32 67160064 0 0 67108864 4 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=478
num_leaves=31
num_cat=9
split_feature=7 8 2 6 12 8 7 2 2 0 9 13 0 9 0 2 2 4 5 2 2 5 0 0 2 0 2 2 5 0
split_gain=1.20948 0.801865 0.74172 0.550671 0.511826 0.546739 0.721567 0.528992 0.699239 0.477968 0.417218 0.461774 0.437843 0.392004 0.930709 0.488716 0.387875 0.504581 0.386411 0.395241 0.353275 0.351753 0.271077 0.332964 0.522935 0.269528 0.262135 0.254353 0.244631 0.231362
threshold=0 1 5.5000000000000009 2 3 4 5 16.500000000000004 8.5000000000000018 40.250000000000007 6 7 43.675000000000004 8 47.750000000000007 1.5000000000000002 7.5000000000000009 141.00000000000003 1.0000000180025095e-35 131.00000000000003 10.500000000000002 4.5000000000000009 16.750000000000004 37.750000000000007 18.500000000000004 35.850000000000009 19.500000000000004 62.500000000000007 5.5000000000000009 15.500000000000002
decision_type=9 9 8 9 9 9 9 10 8 8 9 9 10 9 10 10 10 10 10 8 8 8 10 10 10 10 8 8 8 8
left_child=2 -2 -1 22 13 7 -7 8 -6 -5 12 18 20 14 27 -15 -17 21 19 -12 -8 -18 -4 24 -24 -9 -25 -3 -13 -30
right_child=1 4 3 9 5 6 10 25 -10 -11 11 28 -14 15 -16 16 17 -19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-7.6603028747295531e-05 7.7693053996735454e-06 3.2930358496940927e-06 6.4289119778092961e-07 3.604840117879423e-05 -6.7838058950056743e-06 3.8046805753998674e-06 -1.4405088056958152e-05 5.3318295029054037e-06 -1.0562613958805563e-05 -4.0678465779169783e-05 -2.2665823931756552e-06 -2.0506940169791455e-06 -0.00010369826605083812 -0.00011620941093460733 -2.1629563507657117e-05 0.00014561826068382248 -2.9467260424924041e-05 1.5635376205415356e-05 8.7680871205725119e-06 1.3073269691864186e-05 6.627350365956511e-07 -2.9325194979586416e-06 -3.7307867078674818e-05 -1.5265782963822459e-05 -5.258059437002492e-05 -7.0868019153980065e-05 2.4057989665916024e-07 1.1347043350062793e-06 -5.2777517038025075e-08 6.947265196184133e-06
leaf_weight=51 402 497 47 103 25 114 31 38 28 26 217 40 25 45 30 62 60 76 35 30 99 90 25 50 35 48 84 163 77 323
leaf_count=51 402 497 47 103 25 114 31 38 28 26 217 40 25 45 30 62 60 76 35 30 99 90 25 50 35 48 84 163 77 323
internal_value=0.000397716 0.000724864 -0.00156481 -0.00097035 0.0004122 -0.000175285 0.000163673 -0.00242667 -0.0057037 0.00111429 -0.000238739 0.000174625 -0.00204819 0.00105609 0.00159772 -8.13952e-05 0.000525952 -0.000246696 -0.00106485 -0.00166129 -0.00122137 -0.0015894 -0.00204762 -0.00278974 -0.0052459 -0.000643678 -0.00165926 0.00193646 0.00097561 0.00129676
internal_weight=2976 2555 421 370 2153 1130 991 139 53 129 877 722 155 1023 690 333 288 226 282 247 130 150 241 194 60 86 134 660 440 400
internal_count=2976 2555 421 370 2153 1130 991 139 53 129 877 722 155 1023 690 333 288 226 282 247 130 150 241 194 60 86 134 660 440 400
cat_boundaries=0 16 42 43 45 66 83 85 86 88
cat_threshold=131074 0 1610620928 2624004 524288 134217730 33554432 268435456 0 32 8192 128 0 0 0 32 1073741824 8 0 0 0 0 524288 2147483648 1 0 0 2052 8192 1049088 0 0 0 0 0 8192 0 0 0 0 0 16384 332 1138722 2 0 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 33558528 0 128 0 1 1048576 0 0 0 0 0 65536 0 0 0 0 0 0 0 1073741840 1 8212 12 1073741825 2084
is_linear=0
shrinkage=0.04


Tree=479
num_leaves=31
num_cat=6
split_feature=8 8 3 4 2 2 1 11 2 17 3 3 4 15 0 2 6 2 4 2 2 2 0 2 2 2 2 2 2 2
split_gain=1.34 0.333794 0.598772 0.675747 0.357766 0.351059 0.310805 0.273804 0.271349 0.228913 0.810487 0.48062 0.339916 0.313187 0.460994 0.217324 0.246036 0.255445 0.207947 0.207832 0.205921 0.230377 0.199561 0.186468 0.260313 0.187932 0.172977 0.267221 0.165992 0.596928
threshold=0 1 2006.5000000000002 3215.5000000000005 3.5000000000000004 595.00000000000011 4.5000000000000009 2 10.500000000000002 3 2007.5000000000002 2014.5000000000002 481.00000000000006 4 39.07500000000001 1.0000000180025095e-35 5 14.500000000000002 6373145000.000001 78.500000000000014 11.500000000000002 15.500000000000002 42.960000000000008 49.500000000000007 31.500000000000004 8.5000000000000018 22.500000000000004 114.50000000000001 80.500000000000014 163.00000000000003
decision_type=9 9 10 8 10 10 10 9 10 9 10 10 10 9 10 10 9 10 10 10 10 10 10 10 10 10 10 10 10 10
left_child=8 2 3 -2 -5 6 28 -8 22 10 20 12 13 14 -11 -15 -17 -18 -10 23 -9 -22 -1 24 25 -6 -19 -28 -3 -30
right_child=1 5 -4 4 19 -7 7 9 18 11 -12 -13 -14 15 -16 16 17 26 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=1.6301305328168163e-05 -9.7533000046179036e-06 5.1333567069676116e-06 -5.8280624761394181e-05 -6.9660074064529135e-06 2.979924003611202e-06 -6.6793774886983554e-05 7.9068583452043057e-06 -3.4713297700735921e-05 7.8273722564185223e-06 4.6251449570611931e-07 -9.3802499668807653e-05 1.1024771756900677e-05 4.6842027341057244e-05 -0.00010118858454616731 0.0010251472685403921 -2.6322743914130572e-07 0.0016756655271101819 -3.4931707946537088e-05 2.9350640510818844e-05 2.0711104481239885e-05 2.8155669779579286e-05 3.1520546159946854e-07 -4.3246596670962507e-06 -1.9249762080538568e-06 1.7269419705527867e-05 -2.0424553114705377e-07 9.55477454148268e-05 -3.1244017431922152e-06 -3.1057750439978008e-06 8.9292960237126844e-05
leaf_weight=256 31 242 25 36 32 59 136 73 318 137 27 118 33 65 67 578 84 36 60 26 27 104 46 37 32 127 64 31 28 26
leaf_count=256 31 242 25 36 32 59 136 73 318 137 27 118 33 65 67 578 84 36 60 26 27 104 46 37 32 127 64 31 28 26
internal_value=0.000541526 7.15534e-05 -0.00105322 -0.000608695 1.485e-10 0.000277492 0.000375067 0.000151803 0.00208394 -1.64947e-05 -0.0011405 0.000205882 -5.47444e-05 -0.000180621 0.0011907 -0.000515535 -0.000337531 0.00079646 0.0028285 0.000533333 -0.000312195 0.000636364 0.00121452 0.000139738 0.000645833 -2.49999e-05 -0.000272727 0.000625 0.00156229 -0.000436363
internal_weight=2961 2281 346 321 290 1935 1876 1580 680 1444 231 1213 1095 1062 204 858 793 215 378 254 204 131 302 228 191 159 131 95 296 54
internal_count=2961 2281 346 321 290 1935 1876 1580 680 1444 231 1213 1095 1062 204 858 793 215 378 254 204 131 302 228 191 159 131 95 296 54
cat_boundaries=0 30 57 59 60 61 62
cat_threshold=1073741840 8 0 134217728 0 1 0 2147483648 0 32768 0 133124 8192 1049088 0 4096 0 0 0 8192 0 0 0 0 0 49152 0 0 524288 4096 268435456 0 4 0 2147483648 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 2147483776 0 0 8 0 0 64 32768 1049600 10 2147483648 156
is_linear=0
shrinkage=0.04


Tree=480
num_leaves=31
num_cat=9
split_feature=7 8 7 8 2 2 8 2 2 0 5 6 1 2 0 0 0 2 2 4 2 2 7 10 0 1 3 3 8 2
split_gain=1.47675 0.780135 0.569851 1.0833 1.00896 0.658294 0.59297 0.366856 0.636335 0.332561 0.315507 0.423025 0.596765 1.04038 0.530098 0.432141 0.310362 0.591047 0.286795 0.277983 0.3471 0.278538 0.275065 0.204655 0.377002 0.350562 0.272321 0.265778 0.249253 0.215311
threshold=0 1 2 3 8.5000000000000018 114.50000000000001 4 39.500000000000007 64.500000000000014 42.250000000000007 7.0000000000000009 5 5.5000000000000009 9.5000000000000018 38.57500000000001 44.07500000000001 43.675000000000004 12.500000000000002 19.500000000000004 3550.0000000000005 17.500000000000004 59.500000000000007 6 7 42.250000000000007 1.5000000000000002 2001.5000000000002 2018.5000000000002 8 49.500000000000007
decision_type=9 9 9 9 8 10 9 10 10 10 8 9 10 10 10 10 10 8 8 8 8 10 9 9 10 10 8 10 9 10
left_child=16 7 3 -3 -5 18 9 -2 -9 19 -8 12 14 -14 -12 -16 22 -18 -6 -4 -21 -22 -1 25 -25 -13 -27 28 29 -28
right_child=1 2 6 4 5 -7 10 8 -10 -11 11 23 13 -15 15 -17 17 -19 -20 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=1.6123958622136332e-06 1.1776761228910614e-05 2.1991103755672574e-06 -2.0249958361539065e-05 -0.00013020070447878365 -1.6729551260489427e-05 -4.8930318149531568e-05 7.0919529450743084e-06 -2.9682618465353493e-06 6.1667200740670142e-06 6.4281475482173901e-05 0.00019469248115761256 -0.0001467207652416375 4.2244559019918349e-06 -0.00031582240249170652 -2.1675680573308411e-05 4.4865029222748761e-06 -3.5527957102813271e-05 2.0947045309620162e-05 -7.8788809932513766e-08 1.7656536652894911e-06 -6.5423245186103883e-05 1.7782684968992456e-06 3.9337320488641579e-05 0.00099112997222190963 -5.9920051856949042e-06 0.00041873716346876931 1.1085413199895962e-05 1.3085272009317959e-05 -6.2092623603437582e-08 -1.3828990845762607e-08
leaf_weight=133 189 104 25 29 26 25 152 32 53 31 51 66 25 27 208 66 35 74 92 52 43 25 305 96 25 33 66 48 752 48
leaf_count=133 189 104 25 29 26 25 152 32 53 31 51 66 25 27 208 66 35 74 92 52 43 25 305 96 25 33 66 48 752 48
internal_value=0.000348655 -8.49998e-05 -0.000348071 -0.00200697 -0.00389071 -0.00269444 -8.86485e-05 0.0018807 -0.000232558 -0.0022246 0.000150538 -2.38094e-05 -0.00116495 -0.00513208 -0.000552147 -0.00125091 0.00220072 0.000327273 -0.00141176 -0.00315068 -0.00231405 -0.00417391 0.00271526 0.000363319 0.00184848 0.000167969 0.000367089 0.000236066 7.38179e-05 0.001728
internal_weight=2936 2389 2115 276 172 143 1839 274 85 176 1663 1511 377 52 325 274 547 109 118 145 120 68 438 1134 121 1013 947 914 866 114
internal_count=2936 2389 2115 276 172 143 1839 274 85 176 1663 1511 377 52 325 274 547 109 118 145 120 68 438 1134 121 1013 947 914 866 114
cat_boundaries=0 17 46 58 81 111 112 122 123 146
cat_threshold=268435458 1 34873344 2097152 2 0 0 268443648 33556480 671089664 32 64 0 268435456 67108864 0 1073745936 16 0 4 0 0 1 0 2147483648 0 0 0 4 8192 0 0 0 0 0 0 0 256 0 0 0 0 16384 0 0 524288 0 0 536870912 526336 0 134217730 33554432 536870912 65536 0 0 384 0 0 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 16777216 0 4 0 0 0 0 262144 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 64 0 0 4096 400 0 0 1048576 2097152 0 0 0 0 2048 134217728 256 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 4194304
is_linear=0
shrinkage=0.04


Tree=481
num_leaves=31
num_cat=8
split_feature=7 8 0 0 0 7 0 6 17 2 9 3 17 4 2 5 4 2 3 2 2 0 2 2 0 5 9 0 2 2
split_gain=1.78189 1.03857 0.957315 1.24615 0.601757 0.433956 0.645917 0.386316 0.644535 0.607479 0.362315 0.332118 0.330278 0.328729 0.308379 0.307984 0.391459 0.344034 0.336152 0.320523 0.612847 0.455424 0.380419 0.299306 0.278288 0.410897 0.26092 0.247359 0.364646 0.246142
threshold=0 1 24.500000000000004 16.750000000000004 10.500000000000002 2 52.740000000000002 3 4 81.500000000000014 5 2018.5000000000002 6 293.00000000000006 7.5000000000000009 1.5000000000000002 390.00000000000006 3.5000000000000004 2010.5000000000002 31.500000000000004 17.500000000000004 35.850000000000009 10.500000000000002 9.5000000000000018 42.960000000000008 10.500000000000002 7 24.500000000000004 26.500000000000004 14.500000000000002
decision_type=9 9 10 8 10 9 10 9 9 10 9 8 9 10 10 10 10 8 8 10 10 10 10 10 10 8 9 10 10 10
left_child=4 10 3 -3 -1 11 7 9 24 15 -2 -4 -6 14 -10 16 17 -7 -19 20 21 -20 -23 -12 25 -9 -16 28 -25 -15
right_child=1 2 5 -5 12 6 -8 8 13 -11 23 -13 -14 29 26 -17 -18 18 19 -21 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-5.4646294654821384e-07 4.398192139377626e-06 -3.4845982031216382e-06 -1.0196289538674802e-05 -9.0464729684695648e-05 1.1328714695463377e-06 0.00016179669526156476 -7.7320890391376655e-06 -6.0338989314742342e-05 0.00053158910868582332 3.369466144731394e-05 -9.4652464815647118e-06 -6.8604166762639858e-06 3.5427486965204865e-06 9.5807547873523803e-06 -1.4792669899521736e-05 6.2808813095580661e-06 -5.0074723914400832e-05 1.0265355585230935e-05 0.00115493818225295 7.375247269579509e-06 -6.7689381226676348e-05 -6.2203892848058834e-05 7.1479619801091984e-07 2.7672556274183079e-06 5.372348177380727e-05 -6.0104359164157019e-05 1.1774106728360448e-05 4.3946025351417211e-06 -2.5787573553798744e-07 -2.3474445765916288e-05
leaf_weight=40 123 71 38 47 165 37 37 29 128 58 92 72 636 35 115 45 25 41 35 43 44 73 44 75 32 109 229 208 187 28
leaf_count=40 123 71 38 47 165 37 37 29 128 58 92 72 636 35 115 45 25 41 35 43 44 73 44 75 32 109 229 208 187 28
internal_value=0.000246091 -0.000378967 -0.000995792 -0.00443697 0.00178873 -0.000687211 -0.000444073 -0.000278019 0.000307263 -0.00118421 0.000890805 -0.00297521 0.00204988 0.000989011 0.00136998 -0.0017835 -0.00219242 -0.00179874 -0.00227758 -0.00285 -0.00353299 -0.00230065 -0.00349153 0.00043281 -0.00176796 -0.00264748 0.000742029 0.000849257 3.04184e-05 -0.0016875
internal_weight=2941 2100 1415 118 841 1297 1187 1150 705 445 685 110 801 535 472 387 342 317 280 239 196 152 117 562 170 138 344 470 262 63
internal_count=2941 2100 1415 118 841 1297 1187 1150 705 445 685 110 801 535 472 387 342 317 280 239 196 152 117 562 170 138 344 470 262 63
cat_boundaries=0 18 47 59 60 61 63 64 66
cat_threshold=268435458 17 1056768 270336 34 134217728 0 139264 2048 134225936 32 0 16 268435456 67108864 0 1073746064 512 1073741840 8 0 0 0 0 0 2147483648 1 0 0 131076 8192 0 0 0 0 0 0 2048 256 0 20971520 0 0 16384 0 0 524288 0 128 33554432 2621444 0 0 0 0 0 0 0 256 274 50 0 20528 40 0 20640
is_linear=0
shrinkage=0.04


Tree=482
num_leaves=31
num_cat=11
split_feature=8 12 15 6 12 7 2 1 2 2 2 4 11 2 2 2 12 2 7 2 2 2 2 6 2 11 2 2 4 2
split_gain=1.83955 0.882328 0.642416 0.635958 0.447455 0.584836 0.436238 0.365736 0.407559 0.413606 0.361277 0.349882 0.345684 0.40123 0.389728 1.37633 0.337451 0.31158 0.285669 0.396812 0.280755 0.259384 0.285482 0.388552 0.274553 0.246522 0.308665 0.26239 0.232459 0.220556
threshold=0 1 2 3 4 5 1.5000000000000002 5.5000000000000009 10.500000000000002 19.500000000000004 71.500000000000014 199.50000000000003 6 5.5000000000000009 39.500000000000007 55.500000000000007 7 122.50000000000001 8 1025.0000000000002 20.500000000000004 8.5000000000000018 34.500000000000007 9 89.500000000000014 10 20.500000000000004 37.500000000000007 14469800500.000002 45.500000000000007
decision_type=9 9 9 9 9 9 8 8 8 10 10 8 9 8 10 10 9 10 9 8 8 8 8 9 8 9 8 8 10 8
left_child=18 3 20 7 -4 12 -7 8 -2 -10 25 -8 14 -14 -6 -16 -13 -12 19 -1 -3 -18 -23 24 -24 27 -27 -5 -20 -22
right_child=1 2 4 10 5 6 11 -9 9 -11 17 16 13 -15 15 -17 21 -19 28 -21 29 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1.4757536551828014e-05 -4.189132333482799e-05 2.8090899756102589e-06 5.2526877617910353e-06 4.4059619795487796e-07 8.5470683402185129e-07 -1.7466338995972913e-05 -5.7852842526657661e-05 5.1063659843395759e-05 5.0144696914255265e-10 -4.8883282482962199e-05 -1.7046519071133875e-06 1.3621298575424703e-05 -0.00036390440101351218 -1.7494218533365786e-06 -7.5872371316196644e-07 2.7850011196682721e-06 -6.2555416526227162e-06 3.3701828630080232e-06 1.2234703728938041e-05 -0.00018606681318822509 -2.4627569186729606e-05 4.9521125916837606e-06 -4.1608036019402723e-05 3.3851299377130836e-06 1.2658744733050262e-06 -1.2836779274941865e-06 5.0542356282790024e-06 -1.7385005838342443e-06 -7.9652559960332952e-07 -9.765106466342321e-06
leaf_weight=90 26 34 303 78 108 30 34 29 30 43 36 188 25 172 27 46 150 35 437 25 25 264 51 162 71 159 97 57 25 56
leaf_count=90 26 34 303 78 108 30 34 29 30 43 36 188 25 172 27 46 150 35 437 25 25 264 51 162 71 159 97 57 25 56
internal_value=0.00042965 -7.49892e-05 0.000377917 -0.00139767 0.000587089 0.000262883 0.000790843 -0.00379856 -0.00524 -0.00362162 -0.000659619 0.000955483 -0.00104884 -0.00217308 0.000229167 -0.002 0.00110936 -0.00327778 0.00242857 0.000476191 -0.00238095 0.000665727 0.00107832 0.000196491 -0.00144361 -0.000193877 0.000539326 -0.00150685 0.00289218 -0.00385366
internal_weight=2913 2336 1746 590 1631 1328 950 128 99 73 462 920 378 197 181 73 886 71 577 115 115 698 548 284 122 391 256 135 462 81
internal_count=2913 2336 1746 590 1631 1328 950 128 99 73 462 920 378 197 181 73 886 71 577 115 115 698 548 284 122 391 256 135 462 81
cat_boundaries=0 30 31 32 33 34 46 48 50 61 62 65
cat_threshold=1073741824 12 0 134217728 2147483648 1 0 2147483648 0 0 0 131076 2048 1049088 0 0 0 0 0 10240 0 0 0 0 0 268468224 0 0 524288 8192 67289344 137363456 22 1056800 2 0 1048576 4 0 0 131072 131072 2048 32 0 384 32800 1024 2048 34 0 144 0 0 32 0 131072 0 65536 0 8192 92 32 0 524288
is_linear=0
shrinkage=0.04


Tree=483
num_leaves=31
num_cat=12
split_feature=7 12 0 8 2 1 4 2 7 11 9 12 2 2 8 2 12 6 6 0 4 4 12 2 0 0 2 2 2 2
split_gain=1.16149 1.01917 0.866636 0.926764 0.895653 0.815545 1.1799 0.624556 0.593737 0.585598 0.562246 0.664144 0.876582 0.558604 0.410736 0.534614 0.548718 0.610455 0.461949 0.542465 0.498521 0.484395 0.409024 0.709773 0.653459 0.47661 0.543582 0.384611 0.451709 0.334831
threshold=0 1 52.740000000000002 2 20.500000000000004 1.0000000180025095e-35 625.00000000000011 100.50000000000001 3 4 5 6 70.500000000000014 34.500000000000007 7 69.500000000000014 8 9 10 42.710000000000008 1300.0000000000002 141.00000000000003 11 37.500000000000007 18.500000000000004 35.850000000000009 6.5000000000000009 32.500000000000007 19.500000000000004 81.500000000000014
decision_type=9 9 10 9 8 10 10 8 9 9 9 9 8 10 9 10 9 9 9 8 10 10 9 10 10 10 8 10 8 8
left_child=1 -1 3 -2 -4 -3 7 13 -5 -10 14 12 -12 -7 -11 16 17 -16 -18 20 21 22 27 25 -25 26 -24 28 -20 -13
right_child=2 5 4 8 -6 6 -8 -9 9 10 11 29 -14 -15 15 -17 18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.8446245668317906e-06 5.5887879629456753e-05 0.00088315667581023206 -1.0101183686286979e-05 1.5716240992226903e-05 1.8569691457998407e-06 -1.2891266150630032e-05 -4.6049189519875819e-05 -9.6660718150061391e-05 5.1364949450178551e-06 6.6071583799722387e-06 0.00026919803621766098 -4.0990678755447266e-05 -5.2598986970883087e-05 2.2037811533281851e-06 -1.6988344986189332e-05 1.4408787417605933e-06 1.5356647224243109e-05 3.9886259783460386e-06 2.0476497307697627e-06 0.00012828011533054848 -2.9767892005855313e-05 2.8700988965982305e-05 -4.9298675895390086e-05 -2.5399798418209895e-06 -8.1105524140265236e-07 -1.8082964426955137e-05 9.2724147830298919e-07 1.1024680993965893e-06 -4.1437939018466169e-06 9.9040684409988624e-06
leaf_weight=143 211 47 26 223 26 170 25 43 323 122 84 165 25 71 105 226 102 181 44 64 29 25 35 42 40 148 95 35 25 35
leaf_count=143 211 47 26 223 26 170 25 43 323 122 84 165 25 71 105 226 102 181 44 64 29 25 35 42 40 148 95 35 25 35
internal_value=0.000320164 -0.00141961 0.000680016 0.000794969 -0.00437736 -0.00255041 -0.00336774 -0.00261053 0.00053663 0.000305966 -7.32586e-06 -0.0015125 0.000966667 -0.00180165 0.000355154 0.000119304 -0.000288362 0.00115825 -0.000897842 -0.00133558 -0.00178805 -0.00147755 -0.00177204 -0.00237197 -0.00568675 -0.00146237 0.000305344 0.000486957 -0.0012 -0.0028436
internal_weight=2935 499 2436 2384 52 356 309 284 2173 1950 1627 309 109 241 1318 1196 970 286 684 582 518 489 464 360 82 278 130 104 69 200
internal_count=2935 499 2436 2384 52 356 309 284 2173 1950 1627 309 109 241 1318 1196 970 286 684 582 518 489 464 360 82 278 130 104 69 200
cat_boundaries=0 16 17 43 60 63 65 66 96 97 98 99 100
cat_threshold=1 268435584 1644167168 526336 524288 134225922 33554432 268435456 33619968 268435456 8192 384 0 0 0 32 75840 1073741824 0 0 0 65536 1 524288 2147483648 1 0 0 4 8192 1048576 0 0 0 0 0 10240 0 0 0 0 0 268435456 131072 1 1048576 0 0 0 0 8192 0 32 32 0 128 268435456 0 0 1073741968 49152 1024 524288 1073741824 22560 1050882 0 0 4 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 0 4096 1146912 210 82 16801792
is_linear=0
shrinkage=0.04


Tree=484
num_leaves=31
num_cat=7
split_feature=7 12 12 9 0 2 0 2 0 2 2 2 2 1 3 0 2 12 2 1 9 3 15 0 3 2 2 2 5 2
split_gain=0.890808 0.988448 0.657834 0.888254 1.1216 0.627878 0.68523 0.619768 0.514053 0.462833 0.439422 0.409046 0.302738 0.293872 0.409423 0.292558 0.284266 0.265811 0.312104 0.245836 0.212509 0.304411 0.228013 0.286314 0.365769 0.194369 0.289207 0.226553 0.33905 0.268079
threshold=0 1 2 3 43.675000000000004 41.500000000000007 16.750000000000004 29.500000000000004 48.175000000000004 14.500000000000002 79.500000000000014 35.500000000000007 1.5000000000000002 5.5000000000000009 2016.5000000000002 44.07500000000001 22.500000000000004 4 20.500000000000004 5.5000000000000009 5 2019.5000000000002 6 23.500000000000004 2024.5000000000002 291.50000000000006 64.500000000000014 39.500000000000007 1.5000000000000002 9.5000000000000018
decision_type=9 9 9 9 10 10 10 8 8 8 10 10 10 10 8 8 8 9 8 8 9 8 9 10 8 10 10 10 10 8
left_child=1 7 8 5 9 15 10 -1 20 -5 -7 16 -3 14 -8 17 -11 18 -4 -9 21 -2 23 -22 -25 26 27 28 29 -24
right_child=2 12 3 4 -6 6 13 19 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.7116591867167495e-05 -0.00011159770056803054 5.9806560910498414e-07 2.5257223180481552e-06 2.4101082874700739e-05 -0.00032440874265261029 -1.5990904255594476e-06 -0.00020967917998385063 4.5707819583140242e-06 -2.648878735649894e-05 -2.068551950525706e-05 1.5570764518839677e-07 8.9890966788042227e-08 3.9577383538010923e-06 -1.1984111767121158e-05 4.9611808875683827e-06 3.960919375972456e-05 -9.8967796501909095e-05 -6.9987496927200463e-07 3.3088213905542847e-06 -2.9691401064896343e-06 3.5050405071947134e-06 1.1187976739891356e-06 1.9645565492015833e-06 0.00014499204933349948 -1.2671643999176666e-05 -4.7618311895937221e-06 8.1728362317693962e-06 -1.0387456544102832e-06 -7.6150520009422213e-06 5.2746650359386243e-06
leaf_weight=47 36 95 191 74 35 45 26 48 34 32 25 53 539 38 85 61 42 181 90 32 45 164 183 26 73 36 117 105 39 329
leaf_count=47 36 95 191 74 35 45 26 48 34 32 25 53 539 38 85 61 42 181 90 32 45 164 183 26 73 36 117 105 39 329
internal_value=0.000445507 0.0016114 2.75737e-05 -0.000736097 -0.00281781 -4.24965e-05 -0.00183636 -0.00153623 0.000657763 -0.00176238 -0.00507042 -0.00321875 0.00225736 -0.000293333 0.00075 0.000709924 -0.00512 0.000362851 0.00110959 0.000493827 0.000807626 -0.000379147 0.00104979 -0.000412903 -0.00164 0.0013122 0.00146253 0.00113242 0.00145652 0.00173099
internal_weight=2926 761 2165 978 236 742 219 127 1187 201 70 127 634 149 111 523 74 462 281 80 1153 200 953 144 99 809 773 656 551 512
internal_count=2926 761 2165 978 236 742 219 127 1187 201 70 127 634 149 111 523 74 462 281 80 1153 200 953 144 99 809 773 656 551 512
cat_boundaries=0 17 19 21 23 24 26 27
cat_threshold=268566528 17 1318912 516 34 134217728 4194304 268443648 67584 671096864 32 0 128 0 0 0 4112 16640 32 17850402 34 0 22544 229632 1 24592 2281701376
is_linear=0
shrinkage=0.04


Tree=485
num_leaves=31
num_cat=17
split_feature=7 12 8 2 2 11 12 17 9 12 11 18 9 2 1 6 4 12 7 2 16 2 15 2 12 2 2 2 2 2
split_gain=0.971229 0.961446 0.70397 0.616596 0.569478 0.561072 0.526944 0.703597 0.541337 0.52653 0.600092 0.504967 0.447822 0.425894 0.352274 0.347905 0.346598 0.376855 0.668167 0.516547 0.408956 0.558891 0.309477 0.307615 0.306008 0.365958 0.443104 0.26747 0.253622 0.423733
threshold=0 1 2 33.500000000000007 17.500000000000004 3 4 5 6 7 8 9 10 403.00000000000006 5.5000000000000009 11 111.00000000000001 12 13 1.5000000000000002 14 77.500000000000014 15 1.5000000000000002 16 14.500000000000002 49.500000000000007 20.500000000000004 38.500000000000007 12.500000000000002
decision_type=9 9 9 10 8 9 9 9 9 9 9 9 9 10 8 9 10 9 9 10 1 10 9 10 9 10 10 8 8 10
left_child=1 3 9 4 -1 -4 8 27 22 10 -2 -10 13 16 -12 -14 17 19 -19 -9 -21 -22 -7 -17 25 -20 -27 -8 29 -13
right_child=2 -3 5 -5 -6 6 7 12 11 -11 14 28 15 -15 -16 23 -18 18 24 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.1470417122386793e-06 9.3387863128256587e-06 4.8419290532506434e-06 1.1249251132645363e-05 3.298363175908525e-06 -4.1878361037250682e-05 -1.6414418671973767e-06 -2.5135324577560893e-05 -0.00034263760626893362 -0.00021490595107226062 1.65829399771439e-05 -6.3341922089321607e-05 -5.637364402887842e-06 8.0950396560472291e-06 -8.3320251088717115e-05 7.2828860874142705e-06 -8.1525468294870089e-05 -8.3703836461791834e-05 -6.6747717449796671e-07 4.9100831198194306e-05 -7.1525110512122582e-05 1.0844870744675737e-06 -7.3464237882413893e-07 2.5459047540073503e-06 6.259238784839564e-06 3.908287251285677e-06 -1.8681781435066849e-06 1.8228135856590842e-06 1.8387262920910149e-06 5.8450853693829918e-06 -3.6036793036621376e-05
leaf_weight=41 101 496 107 43 29 155 127 32 28 286 75 54 152 25 29 25 48 106 84 99 112 30 137 176 132 61 43 26 33 50
leaf_count=41 101 496 107 43 29 155 127 32 28 286 75 54 152 25 29 25 48 106 84 99 112 30 137 176 132 61 43 26 33 50
internal_value=0.000328916 0.00173548 -4.60749e-05 -0.00151613 -0.00394366 -0.000405828 -0.000584192 -0.000161365 -0.00173504 0.00128287 -0.000277778 -0.00352273 0.000193662 -0.000347382 -0.00229565 0.00135165 -0.00017647 5.14287e-05 0.000787185 -0.00108451 -0.000479339 0.000895105 -0.000633663 0.000207547 0.00169184 0.000562814 -0.000990476 -0.00260976 -0.00269565 -0.00365714
internal_weight=2942 609 2333 113 70 1842 1735 1278 457 491 205 165 1125 772 104 353 747 699 426 273 241 142 292 201 320 188 104 153 137 104
internal_count=2942 609 2333 113 70 1842 1735 1278 457 491 205 165 1125 772 104 353 747 699 426 273 241 142 292 201 320 188 104 153 137 104
cat_boundaries=0 17 19 48 51 52 53 55 57 58 59 61 62 64 72 73 74 75
cat_threshold=268435456 17 1048576 270336 0 134219776 0 8192 67584 8224 32 0 0 268435456 67108864 0 1073746064 67125248 32 1073741840 8 4 0 0 1 0 2147483648 0 0 0 2052 10240 512 0 0 0 0 0 0 128 0 0 8 0 0 64 0 524288 32768 1049088 1 16810304 8 0 6144 68397056 2 32772 4 1 10384 280 67184672 2 0 0 67108864 4 0 0 0 131072 2 67108864 1064962
is_linear=0
shrinkage=0.04


Tree=486
num_leaves=31
num_cat=10
split_feature=7 8 12 12 2 2 9 7 0 4 2 2 0 2 2 4 17 5 2 12 6 0 2 2 12 0 1 2 2 0
split_gain=1.41743 0.790938 0.640777 0.640575 0.591181 0.589772 0.579248 0.589377 0.644025 0.54472 0.415723 0.380642 0.360944 0.35056 0.343629 0.248216 0.260724 0.528031 0.76302 0.328494 0.325107 0.564148 0.368682 0.258376 0.241001 0.4123 0.313762 0.356531 0.512825 0.236561
threshold=0 1 2 3 147.50000000000003 35.500000000000007 4 5 47.250000000000007 15.000000000000002 6.5000000000000009 67.500000000000014 40.675000000000004 23.500000000000004 5.5000000000000009 5368.5000000000009 6 1.0000000180025095e-35 12.500000000000002 7 8 38.20000000000001 28.500000000000004 34.500000000000007 9 30.500000000000004 2.5000000000000004 32.500000000000007 21.500000000000004 36.400000000000006
decision_type=9 9 9 9 10 10 9 9 10 10 8 10 8 8 10 10 9 10 8 9 9 10 10 10 9 10 10 10 8 8
left_child=-1 3 4 5 13 10 9 24 12 29 -2 -7 15 14 -3 16 17 18 -9 20 -18 -22 -23 -21 25 -8 -26 28 -28 -4
right_child=1 2 6 -5 -6 11 7 8 -10 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 23 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=3.2990045932656199e-06 -2.1862117921942964e-05 1.3936438632799614e-05 -3.3694975521793928e-06 7.550220458120928e-06 -4.8022573878109417e-05 -2.2221843486358071e-06 2.2621218300888473e-07 -0.00024478083694863707 -3.5265785196882633e-05 9.2642680533138616e-05 1.6686165287436586e-05 -2.8050732299850136e-06 7.8985708378069111e-05 2.8273186023261868e-06 -1.7535057885465061e-06 1.0892195449336455e-05 6.7946260533877217e-05 2.0499043944801818e-06 1.3170175683945427e-06 1.8198180999506946e-06 -2.7271299493318258e-05 0.0033400902165638862 -5.3937945114148702e-05 -4.0159430841334302e-05 1.6172523638059698e-05 -3.3471308956832928e-05 -1.6580646306169929e-06 -7.2926908419047582e-07 -2.4584900058514963e-06 -3.4984519172976002e-05
leaf_weight=629 48 95 48 278 57 25 77 32 50 28 116 42 72 265 199 30 118 76 26 98 26 47 37 43 28 29 51 79 25 140
leaf_count=629 48 95 48 278 57 25 77 32 50 28 116 42 72 265 199 30 118 76 26 98 26 47 37 43 28 29 51 79 25 140
internal_value=0.000705317 0.000235192 -0.000165641 0.00160769 0.000867624 1.65291e-05 -0.000717335 -0.00027644 0.000390391 -0.00253744 0.00130909 -0.00311765 0.000759076 0.00127857 0.000325424 0.000397004 0.00018254 -0.00126897 -0.00420339 0.000726316 0.00164017 1.35465e-10 0.0016 -0.000763158 -0.00174667 -0.000136752 -0.00261856 -0.00346154 -0.0054026 -0.00342857
internal_weight=2914 2285 1776 509 616 231 1160 944 655 216 164 67 605 559 294 533 503 134 58 369 228 110 84 141 289 106 183 155 76 188
internal_count=2914 2285 1776 509 616 231 1160 944 655 216 164 67 605 559 294 533 503 134 58 369 228 110 84 141 289 106 183 155 76 188
cat_boundaries=0 18 47 49 51 53 65 66 68 69 70
cat_threshold=268435456 1 537919488 262144 2 64 0 268443648 67584 8224 8224 0 0 0 67108864 0 1073745936 33024 1073741840 8 4 0 0 1 0 2147483648 0 0 0 4 2048 512 0 0 0 0 0 0 384 0 4194304 0 0 0 68 0 524288 17900576 2 68190242 2 1 16388 2 0 67108864 2097152 0 0 131072 131072 0 0 0 128 24 131138 32 278 2368
is_linear=0
shrinkage=0.04


Tree=487
num_leaves=31
num_cat=7
split_feature=7 6 2 0 10 2 2 2 1 4 14 2 2 17 4 11 4 2 5 2 0 1 3 7 2 2 1 3 3 3
split_gain=1.53893 0.438019 0.52219 0.438688 0.354964 0.612684 0.431374 0.401813 0.350907 0.320705 0.297201 0.385241 0.300186 0.215404 0.242676 0.243032 0.408033 0.266246 0.262282 0.247902 0.233999 0.361173 0.215341 0.2344 0.204918 0.202475 0.242904 0.193324 0.257619 0.185897
threshold=0 1 1.5000000000000002 50.425000000000004 2 21.500000000000004 108.50000000000001 295.00000000000006 4.5000000000000009 520.00000000000011 3 442.50000000000006 119.00000000000001 4 425.00000000000006 5 1950.0000000000002 41.500000000000007 3.5000000000000004 8.5000000000000018 18.500000000000004 5.5000000000000009 2007.5000000000002 6 5.5000000000000009 30.500000000000004 3.5000000000000004 2017.5000000000002 2006.5000000000002 2003.5000000000002
decision_type=9 9 8 8 9 10 8 8 8 8 9 10 10 9 8 9 10 10 8 8 10 10 10 9 10 8 8 10 10 10
left_child=8 10 -3 4 5 -4 9 -8 -1 -6 25 12 13 -12 -15 16 18 19 -16 -17 -20 -22 23 24 -10 -2 -27 28 29 -11
right_child=1 2 3 -5 6 -7 7 -9 22 27 11 -13 -14 14 15 17 -18 -19 20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.0223443356535816e-06 2.0208334187947842e-06 -1.9376616496800098e-05 1.1562538068895731e-05 -3.638471594075228e-06 -2.7219745423051638e-05 -0.00012998973070565907 -5.332365690468356e-05 -4.4803916802172256e-05 -1.4103123487204684e-06 2.0744504370439969e-06 6.5501528479469025e-06 -2.112246497524423e-05 1.4814784854401118e-05 2.4634754809068979e-05 -2.6432061346186201e-05 -1.0549183144803465e-08 6.5943296712631138e-05 -1.2117008173071684e-07 7.2277981861254442e-07 2.3524269211391796e-06 -6.1485088623013754e-07 -6.3264897732024104e-05 1.1536223007889945e-06 1.8362115927890061e-05 1.6895184677715306e-06 -2.0947784935638902e-06 -1.4901033871839959e-06 0.00081202643907952261 -4.0131543306907939e-05 0.0010019729611610445
leaf_weight=57 49 33 77 30 47 48 26 89 62 477 177 31 88 29 51 65 27 134 42 293 137 30 77 369 175 35 51 47 68 28
leaf_count=57 49 33 77 30 47 48 26 89 62 477 177 31 88 29 51 65 27 134 42 293 137 30 77 369 175 35 51 47 68 28
internal_value=0.000513898 -1.98197e-05 -0.000652395 -0.000481876 -0.000321586 -0.00220588 1.00884e-05 -0.00224138 0.00207723 0.000401198 0.0004768 0.000695964 0.00083054 0.000628803 0.000332112 0.0002 -0.000711409 0.00073161 -0.00122605 0.00131476 -0.000590476 -0.0012619 0.00235673 0.00260956 0.00140323 -0.00123288 -0.00248276 0.000644123 0.000439025 0.000750988
internal_weight=2949 2209 970 937 907 125 782 115 740 667 1239 1104 1073 985 808 779 287 492 260 358 209 167 683 606 237 135 86 620 573 505
internal_count=2949 2209 970 937 907 125 782 115 740 667 1239 1104 1073 985 808 779 287 492 260 358 209 167 683 606 237 135 86 620 573 505
cat_boundaries=0 17 18 19 20 21 22 36
cat_threshold=268435456 129 68165632 8192 2 0 0 268443648 67584 8240 32 0 0 268435456 67108864 0 1073746064 280 17 131088 18 16388 268435456 0 8192 0 0 0 0 0 67584 8192 32 0 0 268435456
is_linear=0
shrinkage=0.04


Tree=488
num_leaves=31
num_cat=10
split_feature=7 8 0 12 11 7 12 2 2 6 4 2 2 5 2 12 6 2 0 2 2 2 2 12 4 2 2 0 2 2
split_gain=1.31411 1.05285 0.570172 0.428916 0.407206 0.462198 0.437754 0.465272 0.472077 0.534516 0.421855 0.341873 0.667741 0.296953 0.369217 0.280203 0.261197 0.285702 0.301317 0.330634 0.24265 0.277595 0.241332 0.23299 0.231114 0.223956 0.219423 0.364373 0.350356 0.221497
threshold=0 1 52.740000000000002 2 3 4 5 129.50000000000003 71.500000000000014 6 925740000.00000012 65.500000000000014 39.500000000000007 4.5000000000000009 7.5000000000000009 7 8 24.500000000000004 35.250000000000007 11.500000000000002 17.500000000000004 105.50000000000001 9.5000000000000018 9 10438345000.000002 14.500000000000002 9.5000000000000018 38.57500000000001 17.500000000000004 23.500000000000004
decision_type=9 9 8 9 9 9 9 8 10 9 8 10 10 8 10 9 9 10 10 8 10 10 10 9 10 10 8 10 8 8
left_child=-1 3 4 20 22 15 7 8 9 -7 -11 12 16 -12 -15 -6 17 18 -8 -20 -2 -22 -3 -18 -5 -16 27 -25 -28 -30
right_child=1 2 -4 24 5 6 11 -9 -10 10 13 -13 -14 14 25 -17 23 -19 19 -21 21 -23 -24 26 -26 -27 28 -29 29 -31
leaf_value=2.2955088040372e-05 7.4469270637608417e-06 -2.8567787874860218e-05 -8.7874571686037623e-06 8.1654643604117024e-06 -4.701618041438379e-07 2.8109408695824889e-08 -2.3101448054217627e-05 3.7163160195023143e-05 -3.0289168543911889e-06 1.6058075122661992e-05 -5.3111961737967468e-07 1.1945511094059915e-06 -3.1588565041600076e-06 -0.00011870942163872923 0.00013006136876164272 4.2851205012804124e-06 1.494368096769401e-06 9.1029650305696088e-06 7.0699987852165544e-06 -3.7853402836512525e-05 -3.2184353293502775e-06 5.3985984209204132e-06 9.9510423959782568e-06 -3.6797419523366797e-05 2.1614479264163906e-06 -7.9299692472615654e-05 1.7607771724769208e-06 1.4740163987268722e-05 -2.2575441880566036e-05 6.8947567425599462e-07
leaf_weight=321 44 29 46 263 119 175 42 54 33 27 26 230 171 26 25 167 328 43 129 127 41 30 136 28 25 55 47 25 30 91
leaf_count=321 44 29 46 263 119 175 42 54 33 27 26 230 171 26 25 167 328 43 129 127 41 30 136 28 25 55 47 25 30 91
internal_value=0.000413088 0.000109798 -0.000236036 0.00196135 -0.000142329 -0.000302638 -0.000552525 -0.00165741 -0.00220652 -0.00174328 -0.00331765 -0.000181259 -0.000485876 -0.00445113 -0.00538318 0.00115825 -4.48932e-05 -0.000897727 -0.00136455 -0.000840467 -0.00015873 -0.00161111 0.00170455 0.000492857 0.00278261 -0.00395062 -0.0005 -0.00274074 0.000189349 -0.00095082
internal_weight=2933 2612 2209 403 2163 1998 1712 421 367 334 159 1291 1061 132 106 286 890 341 298 256 115 71 165 549 288 80 221 53 168 121
internal_count=2933 2612 2209 403 2163 1998 1712 421 367 334 159 1291 1061 132 106 286 890 341 298 256 115 71 165 549 288 80 221 53 168 121
cat_boundaries=0 18 47 49 51 69 70 71 72 73 74
cat_threshold=0 17 1075052544 8192 2 10240 0 4202496 0 8192 32800 0 268435456 0 0 0 1073741840 32768 0 4 4 0 0 0 0 2147483648 0 0 0 4 2048 512 0 0 0 0 0 8192 0 0 4194304 0 0 268451840 0 0 524288 16927744 32 32768 1024 268435456 128 8192 2048 0 0 0 0 65536 32 0 0 144 0 0 0 4096 128 164160 74 1073186 262 1132578
is_linear=0
shrinkage=0.04


Tree=489
num_leaves=31
num_cat=8
split_feature=7 12 9 12 9 2 0 5 6 2 0 2 2 0 2 1 2 2 2 2 8 2 2 2 0 2 12 0 2 2
split_gain=1.27224 0.728713 0.760167 0.5488 0.534559 0.52 0.744971 0.488352 0.450978 0.693973 0.542926 0.408917 0.339478 0.695478 0.335165 0.328042 0.444953 0.314548 0.309155 0.272347 0.279438 0.411847 0.267258 0.23847 0.233105 0.232563 0.225531 0.393832 0.35355 0.29686
threshold=0 1 2 3 4 5.5000000000000009 21.500000000000004 3.5000000000000004 5 14.500000000000002 35.850000000000009 14.500000000000002 29.500000000000004 40.250000000000007 3.5000000000000004 5.5000000000000009 9.5000000000000018 35.500000000000007 89.500000000000014 442.50000000000006 6 63.500000000000007 5.5000000000000009 12.500000000000002 43.675000000000004 2.5000000000000004 7 35.600000000000009 48.500000000000007 11.500000000000002
decision_type=9 9 9 9 9 8 8 8 9 8 10 10 10 10 10 8 10 10 10 10 9 10 10 10 10 10 9 10 10 8
left_child=3 2 7 -1 19 14 -7 -2 26 15 -11 -6 13 -12 -4 16 22 -13 -14 20 21 -3 25 -8 -5 -10 -9 -28 29 -29
right_child=1 4 5 24 11 6 23 8 9 10 12 17 18 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=5.9155167328053162e-06 -4.240383188574257e-05 2.9081780188758313e-06 2.8093825247296137e-06 3.2481372858030359e-06 1.6312024841419594e-05 -4.8321455500510305e-06 0.0012512922044829874 2.6979550089630389e-06 -1.4437307623241338e-05 -0.00011243958732565985 -1.7815046550015119e-05 -0.00034844233782379191 2.5195801732157126e-05 -0.00031302330516111361 -0.00025420691219520607 0.0014356541126478108 1.3043458883381979e-05 -3.9179190916801444e-05 -5.3738242600021133e-05 -2.1764092639471608e-05 1.5009989955672154e-06 -2.2132867438521574e-06 -7.9613892501996717e-05 2.2122896033764167e-05 -9.1050376094487202e-07 1.1619669883019317e-05 -9.2500936728292148e-09 -8.1652642222548345e-06 7.2680592967165853e-06 -3.7887337909448718e-05
leaf_weight=244 26 82 36 305 96 28 94 230 26 32 70 41 62 42 36 27 47 49 35 31 683 34 34 173 41 32 216 28 25 35
leaf_count=244 26 82 36 305 96 28 94 230 26 32 70 41 62 42 36 27 47 49 35 31 683 34 34 173 41 32 216 28 25 35
internal_value=0.000421625 1.48317e-10 -0.000612639 0.00206323 0.000802337 0.000920635 0.00168919 -0.00119836 -0.00105732 -0.00203828 -0.00345455 -0.00109645 -0.00268571 -0.00417699 -0.00208219 -9.58082e-05 -0.000885714 -0.00307692 -0.000938775 0.00123662 0.001395 -0.000440945 -0.00249462 0.00234328 0.000963586 -0.000813559 -0.00026422 -0.000965079 -0.00323595 -0.0048125
internal_weight=2940 2350 1334 590 1016 367 295 967 941 407 241 186 209 112 72 166 139 90 97 830 799 116 92 267 346 58 534 304 88 63
internal_count=2940 2350 1334 590 1016 367 295 967 941 407 241 186 209 112 72 166 139 90 97 830 799 116 92 267 346 58 534 304 88 63
cat_boundaries=0 17 19 21 22 24 25 48 50
cat_threshold=1 17 1074798592 8196 0 64 0 536879104 33556480 536870944 32 0 0 268435456 0 0 1073745936 1106178 32 0 26628 83994688 0 22532 280 0 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 4096 0 256 0 4194304 2 32
is_linear=0
shrinkage=0.04


Tree=490
num_leaves=31
num_cat=10
split_feature=7 8 9 6 2 0 12 12 6 2 7 2 1 6 0 0 12 4 0 0 2 0 2 2 2 2 2 0 2 0
split_gain=0.944284 0.787737 0.645059 0.468848 0.437994 0.378862 0.466797 0.346949 0.542316 0.820456 0.355199 0.62377 0.340426 0.400214 0.39952 0.380458 0.313623 0.292249 0.29068 0.283987 0.345222 0.26317 0.257853 0.277271 0.303958 0.247672 0.243184 0.229423 0.28224 0.229192
threshold=0 1 2 3 62.500000000000007 12.250000000000002 4 5 6 147.50000000000003 7 37.500000000000007 5.5000000000000009 8 42.960000000000008 9.5000000000000018 9 293.00000000000006 31.500000000000004 21.500000000000004 5.5000000000000009 43.675000000000004 95.500000000000014 54.500000000000007 35.500000000000007 59.500000000000007 9.5000000000000018 42.250000000000007 16.500000000000004 37.750000000000007
decision_type=9 9 9 9 8 10 9 9 9 10 9 10 8 9 8 10 9 10 10 10 8 10 10 10 10 10 10 10 10 10
left_child=16 5 3 18 -5 -2 22 8 -4 17 11 -9 13 26 15 -15 21 -10 -3 -17 -21 -1 23 24 -7 -13 -12 -18 -29 -22
right_child=1 2 7 4 -6 6 -8 10 9 -11 12 25 -14 14 -16 19 27 -19 -20 20 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=8.7649759440774827e-07 -1.9578611165592072e-06 -5.4631397646996633e-07 -4.1584383961452639e-05 -4.6630814117594898e-05 1.2252657237366849e-05 1.3628662577969773e-06 5.3533941579635171e-06 -1.2944689423757701e-07 1.8764917438386049e-06 -1.9691982101957815e-05 -1.7448182349613826e-05 -3.5731111794605597e-05 3.2894094746198046e-06 2.59268092654323e-06 0.00011117244420463259 -1.289664050954604e-06 3.7645715182242817e-05 -0.00011990138153571603 7.1057424701156807e-06 2.245075997624719e-05 7.8850160462755617e-07 -5.4729579039684647e-05 -2.8358752331214223e-06 9.7385029924211116e-06 -3.3467371616202073e-07 -2.011918829913552e-07 0.00041754188130590521 -3.5890998263036699e-06 7.0689694335918744e-05 -4.6933914616667402e-05
leaf_weight=203 27 26 120 147 35 186 331 108 368 32 43 29 149 30 35 78 326 26 86 30 46 28 34 36 32 29 60 67 51 155
leaf_count=203 27 26 120 147 35 186 331 108 368 32 43 29 149 30 35 78 326 26 86 30 46 28 34 36 32 29 60 67 51 155
internal_value=0.000477996 8.38796e-05 -0.000384662 -0.0020459 -0.00327461 0.00125419 0.00147742 -5.93017e-06 0.000761221 0.00142792 -0.000537982 -0.00212429 -8.79119e-05 -0.000610878 -0.00120519 -0.00165882 0.00177843 0.00196456 6.50408e-05 -0.00207742 -0.00136207 0.000512397 0.000240803 0.000690196 0.000146119 -0.00555932 0.00150877 0.00240879 0.000941177 -0.0019604
internal_weight=2953 2278 1632 294 182 646 619 1338 546 426 792 166 626 477 374 339 675 394 112 309 231 231 288 254 218 58 103 444 118 201
internal_count=2953 2278 1632 294 182 646 619 1338 546 426 792 166 626 477 374 339 675 394 112 309 231 231 288 254 218 58 103 444 118 201
cat_boundaries=0 17 46 48 49 51 53 54 66 67 69
cat_threshold=268435458 17 1141907456 8192 34 134219840 0 268443648 2048 134225952 8224 0 16 0 0 0 1073745936 1073741840 2056 0 0 0 1 262144 2147483648 0 0 0 2052 10240 512 0 0 0 0 0 0 384 0 0 0 0 16384 64 0 524288 0 4116 200 1196354 2 109600 2 82 131072 0 0 2097152 0 0 0 131072 0 0 0 128 66 67136544 34
is_linear=0
shrinkage=0.04


Tree=491
num_leaves=31
num_cat=13
split_feature=7 8 9 12 12 2 2 6 3 6 12 2 2 3 2 11 1 7 12 11 12 2 2 2 2 2 2 2 2 2
split_gain=1.25692 0.821747 0.454146 0.922583 0.64999 0.602757 0.588843 0.461153 0.50035 0.44475 0.429828 1.06255 0.418678 0.415931 0.401166 0.368848 0.368961 0.453209 0.35771 0.410957 0.338101 0.365306 0.574852 0.437188 0.392585 0.273213 0.221654 0.398222 0.218162 0.483854
threshold=0 1 2 3 4 1025.0000000000002 86.500000000000014 5 1997.5000000000002 6 7 74.500000000000014 39.500000000000007 2012.5000000000002 23.500000000000004 8 5.5000000000000009 9 10 11 12 53.500000000000007 19.500000000000004 7.5000000000000009 1.5000000000000002 12.500000000000002 21.500000000000004 8.5000000000000018 38.500000000000007 25.500000000000004
decision_type=9 9 9 9 9 8 10 9 10 9 9 10 10 10 8 9 10 9 9 9 9 10 10 10 10 8 10 10 10 8
left_child=18 10 3 25 5 6 9 -6 14 -4 11 -2 -10 20 -9 16 17 -12 19 -1 28 22 23 24 -22 -3 27 -11 29 -5
right_child=1 2 4 13 7 -7 -8 8 12 26 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.4191757362002978e-05 3.4311356458260888e-08 -9.9965898481922445e-07 3.0776116150224653e-06 9.2953714052382031e-05 0.00011979823124362996 -0.00011268495235121827 8.3031462767013903e-05 -3.7776364720883339e-06 -1.5118782705891707e-05 -0.00012248060551922887 9.2811136465582224e-07 -3.0430404105836271e-06 -3.4575019199072542e-05 -0.00010552976626245424 0.00010414157159148381 3.5777104173816566e-06 2.7539225699732443e-06 -9.3387605078414341e-07 4.7165743255004065e-05 -1.277559731589424e-06 -0.00020557115622478624 -0.00017639434111385441 2.8114411409782774e-06 -4.1055388725608376e-05 7.3743387990149413e-06 2.0013627930592695e-05 -9.6448014455003636e-05 3.5899327524630933e-07 9.9341823079794584e-05 -6.2782137768804648e-05
leaf_weight=139 105 50 103 56 206 29 49 127 111 44 161 25 32 33 110 510 119 165 191 102 32 37 63 62 33 80 41 60 31 36
leaf_count=139 105 50 103 56 206 29 49 127 111 44 161 25 32 33 110 510 119 165 191 102 32 37 63 62 33 80 41 60 31 36
internal_value=0.000492015 0.000142801 -0.000487465 -0.00142748 5.20045e-05 -0.00135312 -0.000845637 0.000844221 1.44819e-10 -0.00163855 0.000967153 -0.00113475 -0.00186111 -0.00240609 0.00112605 0.00126294 0.000394737 -0.000293578 0.00245598 0.00128571 -0.00205128 -0.00290756 -0.00230366 -0.00384375 -0.00151515 0.00141844 -0.00294872 -0.00213333 -0.000208955 -0.0012043
internal_weight=2942 2510 1425 513 912 326 297 586 380 248 1085 130 143 383 237 955 445 326 432 241 350 227 190 127 65 130 145 104 123 92
internal_count=2942 2510 1425 513 912 326 297 586 380 248 1085 130 143 383 237 955 445 326 432 241 350 227 190 127 65 130 145 104 123 92
cat_boundaries=0 17 46 48 50 52 53 54 56 57 66 68 69 71
cat_threshold=268566528 268435457 1310720 2367488 0 2112 0 8192 33556480 0 32 2097216 0 268435456 0 0 1073741968 1073741824 8 4 0 2147483648 0 0 2147483648 0 0 0 2052 8192 1049088 0 0 0 0 0 8192 384 0 20971520 0 0 16384 0 0 524288 128 28676 67191840 2 16870656 2 74 324 68288512 2 16416 0 0 0 0 0 0 0 131072 65536 19522 32 16420 1056832 32
is_linear=0
shrinkage=0.04


Tree=492
num_leaves=31
num_cat=9
split_feature=8 7 12 14 7 0 1 0 1 8 1 1 11 2 2 4 2 2 2 0 4 2 17 0 2 2 2 12 2 2
split_gain=0.926662 0.871804 0.909538 0.518219 0.550052 0.45993 0.441515 0.564053 0.448204 0.400055 1.20028 0.489448 0.372206 0.326989 0.30796 0.305463 0.310258 0.456778 0.30165 0.29678 0.284886 0.470095 0.318623 0.387351 0.383027 0.451223 0.256486 0.25078 0.455907 0.23994
threshold=0 1 2 3 4 36.400000000000006 3.5000000000000004 39.07500000000001 5.5000000000000009 5 5.5000000000000009 5.5000000000000009 6 40.500000000000007 1.5000000000000002 3681544000.0000005 6.5000000000000009 2.5000000000000004 26.500000000000004 39.07500000000001 215.00000000000003 19.500000000000004 7 42.960000000000008 11.500000000000002 59.500000000000007 79.500000000000014 8 14.500000000000002 136.50000000000003
decision_type=9 9 9 9 9 8 10 8 10 9 10 10 9 8 10 8 8 10 10 10 10 10 9 8 10 10 10 9 8 10
left_child=-1 5 3 -3 27 -2 19 9 14 11 13 18 -4 -11 -9 -14 17 -17 -8 -6 22 -22 -16 24 -24 -26 -27 28 -5 -28
right_child=1 2 12 4 6 -7 7 8 -10 10 -12 -13 15 -15 20 16 -18 -19 -20 -21 21 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=3.9267473510907947e-06 8.4569951931224703e-08 -3.7411270392505503e-05 6.4534861902681421e-06 3.967566866058523e-06 0.00072688874601526136 -2.0028705217681884e-05 9.8202211996091013e-07 -0.00015400858901093361 2.2572578090036137e-05 -9.3478078738484972e-06 -9.5667098077919014e-05 2.7034445244118748e-06 2.6462338882222805e-05 4.4311843621832002e-05 3.8494719994068468e-06 1.9409726645945094e-08 4.3504654788709659e-07 -2.810222998420625e-05 -1.0481305372195612e-06 -0.00011424384657546003 -6.2463680888333076e-05 5.3772785614179462e-06 4.098750267486757e-05 3.864472176170439e-05 -3.4022717522798671e-05 0.00077915864808534142 -2.0688041501961277e-05 3.1943204783464035e-06 -2.7725533480940906e-07 0.00017644311733643392
leaf_weight=422 83 114 273 44 86 159 36 40 84 70 32 30 43 32 128 31 393 34 43 28 42 37 108 43 171 25 25 170 64 41
leaf_count=422 83 114 273 44 86 159 36 40 84 70 32 30 43 32 128 31 393 34 43 28 42 37 108 43 171 25 25 170 64 41
internal_value=0.000342429 4.60319e-05 0.00029324 -0.000284574 -6.04315e-05 -0.00218182 -0.000464029 -0.000740891 -0.000193288 -0.00240984 -0.00375172 -0.000366667 0.00139618 -0.00186408 -0.000544629 0.000710938 0.000418301 -0.00212121 -0.00205 0.00187826 -0.000322061 -0.00255 7.38022e-06 -0.000537736 -0.00097035 -0.00179468 0.000478261 0.00149481 -6.72268e-05 -0.000835821
internal_weight=2931 2509 2267 1493 1379 242 1101 987 744 243 134 109 774 102 660 501 458 65 79 114 620 79 541 413 370 262 91 278 108 66
internal_count=2931 2509 2267 1493 1379 242 1101 987 744 243 134 109 774 102 660 501 458 65 79 114 620 79 541 413 370 262 91 278 108 66
cat_boundaries=0 26 36 38 39 56 79 82 83 84
cat_threshold=1342177280 0 0 0 0 1 0 0 0 0 0 4 0 512 0 0 0 0 0 8192 256 0 4194304 0 0 268451840 131073 128 536870912 2631680 524288 134217730 0 805306368 0 134217728 16875842 34 131088 2 1 1048576 512 0 0 0 131072 33554432 0 0 0 0 0 0 0 1073746048 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 32772 0 524288 9 16777474
is_linear=0
shrinkage=0.04


Tree=493
num_leaves=31
num_cat=10
split_feature=7 7 8 0 12 17 3 2 6 3 3 17 4 0 2 2 7 3 3 2 11 2 2 2 2 4 3 5 2 12
split_gain=1.3589 0.798706 0.598184 0.634021 0.612706 0.482685 0.380634 0.425631 0.366518 0.891638 0.500778 0.289324 0.2748 0.270358 0.265654 0.736797 0.258453 0.440157 0.446153 0.70062 0.336936 0.347206 0.286187 0.373993 0.298351 0.240194 0.238297 0.254492 0.235083 0.224576
threshold=0 1 2 52.740000000000002 3 4 2020.5000000000002 32.500000000000007 5 1998.5000000000002 2000.5000000000002 6 355.00000000000006 38.57500000000001 24.500000000000004 12.500000000000002 7 2005.5000000000002 1994.5000000000002 42.500000000000007 8 99.000000000000014 47.500000000000007 6.5000000000000009 2.5000000000000004 1300.0000000000002 2004.5000000000002 3.5000000000000004 19.500000000000004 9
decision_type=9 9 9 10 9 9 8 10 9 10 10 9 8 10 10 8 9 8 10 10 9 10 10 8 10 10 10 8 8 9
left_child=-1 6 29 4 5 -4 -2 -8 9 14 12 25 -10 -12 15 -7 -13 18 -18 -20 -19 22 23 24 -22 26 27 -6 -25 -3
right_child=1 2 3 -5 11 8 7 -9 10 -11 13 16 -14 -15 -16 -17 17 20 19 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=9.9528960680174656e-06 1.0896284480277993e-05 1.9101207106119492e-06 9.3803850231881247e-06 -2.9020929871015162e-05 -5.4182337392060583e-07 4.218200392224508e-05 -5.7810219195636217e-07 -3.6151731220652069e-05 -3.0240543073670518e-05 -0.00016561878428796763 -6.3129487606859838e-07 2.9648394129482341e-06 -4.1446165597017305e-07 0.00038130851364322004 0.00019068301112991153 -0.00034963785380169322 0.00043306203527103865 1.9982290453924085e-05 0.00017088751178493549 -0.00010243619297024508 1.8633279026403216e-08 0.00010144243504534522 -9.7327832712931177e-06 1.5018282295694147e-05 -2.2800176599687339e-05 -3.1659911556425845e-05 -0.00010405591629045359 1.3215659910009472e-05 2.8434097598479923e-06 5.3207723262457443e-06
leaf_weight=334 26 219 102 40 65 33 37 46 26 30 40 187 547 83 25 28 26 364 27 34 31 33 36 35 29 67 28 79 151 149
leaf_count=334 26 219 102 40 65 33 37 46 26 30 40 187 547 83 25 28 26 364 27 34 31 33 36 35 29 67 28 79 151 149
internal_value=0.000469236 0.000156416 0.000307327 4.82153e-05 0.000144281 -0.000631351 -0.00303333 -0.00461905 -0.000962333 -0.00296063 -0.000588402 0.000738155 -0.00109408 0.00170968 -0.00110345 -0.00251613 0.00104979 0.000700129 -0.00195455 -0.00380645 0.00105294 6.13498e-05 -0.00039576 9.71661e-05 -0.00262295 -0.000496 0.000277457 0.000937931 0.000983957 0.00177309
internal_weight=2957 2623 2514 2146 2106 914 109 83 812 116 696 1192 573 123 86 61 953 766 87 61 679 315 282 246 60 239 172 144 186 368
internal_count=2957 2623 2514 2146 2106 914 109 83 812 116 696 1192 573 123 86 61 953 766 87 61 679 315 282 246 60 239 172 144 186 368
cat_boundaries=0 17 29 55 57 58 59 60 69 72 74
cat_threshold=1 0 1048576 270468 34 0 0 8192 0 536870912 8224 0 0 268435456 67108864 0 16 147456 0 0 2097152 524288 8194 0 0 0 0 0 256 268435456 0 4 0 0 1 0 0 1 0 0 133124 8192 0 0 0 0 0 0 8192 256 0 4194304 0 0 49152 83930368 32 35 20 9 2 128 0 2048 0 0 0 131072 2048 32772 1024 524288 68223074 32
is_linear=0
shrinkage=0.04


Tree=494
num_leaves=31
num_cat=12
split_feature=7 12 11 9 1 2 0 2 2 9 6 0 7 3 12 17 2 0 2 5 7 12 2 2 0 0 3 6 4 1
split_gain=1.32157 0.732191 0.542854 0.710618 0.899172 0.499541 0.503781 0.491511 0.686425 0.636302 0.550342 0.403341 0.399539 0.655621 0.468718 0.675888 0.350282 0.3461 0.345581 0.338024 0.315397 0.346038 0.673233 0.438707 0.301334 0.832052 0.356256 0.262204 0.260332 0.25235
threshold=0 1 2 3 5.5000000000000009 16.500000000000004 22.250000000000004 81.500000000000014 58.500000000000007 4 5 43.175000000000004 6 2013.5000000000002 7 8 10.500000000000002 42.960000000000008 15.500000000000002 1.5000000000000002 9 10 89.500000000000014 6.5000000000000009 38.20000000000001 33.175000000000004 2005.5000000000002 11 481.00000000000006 4.5000000000000009
decision_type=9 9 9 9 10 10 8 8 10 9 9 10 9 8 9 9 8 10 8 8 9 9 10 10 10 10 8 9 10 10
left_child=11 7 -3 12 5 -5 -7 8 9 10 -2 20 13 -4 15 17 -13 18 19 -14 21 -1 23 -23 25 -17 -26 29 -28 -16
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 -12 16 14 -15 27 24 -18 -19 -20 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=2.8274919415645817e-06 1.9185478466789016e-05 2.0966056570999383e-05 1.119734499369303e-05 -3.2799127378107847e-06 9.3835731307573762e-06 3.4179829005008526e-06 -0.00010187354899780284 2.6563099285176997e-06 -2.2812004065153881e-06 -3.1615922537188746e-05 -8.3832927543007759e-06 -1.4106539704225059e-05 2.3104820845877328e-06 -6.4355838506933536e-06 8.4674236505727938e-06 7.690193247828112e-07 4.8512835958043208e-06 -0.0003565033070839005 1.1453339545747169e-05 -1.8171270037920497e-05 0.00013103176421442686 -6.837663029443421e-05 -8.1568839507457761e-05 1.1011697233678482e-05 -1.4507340732716622e-05 -0.0005248558429344557 5.0001883621573207e-05 2.0449415141303102e-05 4.0153318257698373e-07 2.1106968994371515e-07
leaf_weight=100 105 173 36 134 40 25 100 139 45 107 191 39 27 84 39 245 92 27 48 62 303 29 29 76 43 31 215 152 32 189
leaf_count=100 105 173 36 134 40 25 100 139 45 107 191 39 27 84 39 245 92 27 48 62 303 29 29 76 43 31 215 152 32 189
internal_value=0.000442191 -1.91303e-05 0.000401635 0.000153247 -0.00156129 -0.00247692 -0.00428571 -0.00122408 -0.00188864 -0.00135644 -0.000312703 0.00199116 0.000580177 -0.00152672 0.000820696 0.000215925 3.03032e-05 -0.00196571 -0.00124638 -0.00271111 0.00250558 0.00120816 -0.000165517 0.00132075 0.000873484 -5.77616e-05 0.00178694 0.00194373 0.00237097 0.000970711
internal_weight=2957 2289 1702 1529 299 259 125 587 448 403 296 668 1230 120 1110 730 131 164 137 89 537 234 134 105 566 276 290 380 247 228
internal_count=2957 2289 1702 1529 299 259 125 587 448 403 296 668 1230 120 1110 730 131 164 137 89 537 234 134 105 566 276 290 380 247 228
cat_boundaries=0 17 19 22 24 26 27 37 38 39 49 51 52
cat_threshold=268435458 129 537927680 2367492 2 64 0 268443648 33554432 8224 40992 0 0 0 67108864 32 1073745936 33024 34 32768 1056768 524289 1073741824 6180 0 22528 262 131072 0 67108864 0 0 0 0 536870912 2048 134217728 1138754 25 0 129 537927680 4 0 64 0 268435456 0 8192 1155072 32 10
is_linear=0
shrinkage=0.04


Tree=495
num_leaves=31
num_cat=10
split_feature=7 8 7 3 9 6 7 3 2 2 3 2 2 2 8 3 0 2 2 2 5 0 2 8 0 6 0 13 2 2
split_gain=1.2903 1.04775 0.914473 0.760135 0.597279 0.80418 0.584119 0.558571 0.518717 0.802806 0.380377 0.357267 0.34882 0.322866 0.371436 0.284472 0.525958 0.275485 0.236708 0.319622 0.236641 0.261839 0.233446 0.22097 0.238775 0.212749 0.207305 0.171654 0.162768 0.205627
threshold=0 1 2 1993.5000000000002 3 4 5 2014.5000000000002 129.50000000000003 39.500000000000007 2011.5000000000002 9.5000000000000018 182.50000000000003 3.5000000000000004 6 2015.5000000000002 18.500000000000004 155.00000000000003 23.500000000000004 52.500000000000007 5.5000000000000009 32.500000000000007 11.500000000000002 7 18.500000000000004 8 39.07500000000001 9 16.500000000000004 43.500000000000007
decision_type=9 9 9 10 9 9 9 8 8 10 8 10 8 10 9 10 10 8 10 10 8 10 10 9 10 9 8 9 10 10
left_child=7 3 -3 11 5 18 12 -1 9 -9 -7 -2 23 -8 -15 16 -12 22 -4 -20 21 -16 -18 24 27 -25 -22 -6 -27 -30
right_child=1 2 4 -5 6 10 13 8 -10 -11 15 -13 -14 14 20 -17 17 -19 19 -21 26 -23 -24 25 -26 28 -28 -29 29 -31
leaf_value=3.0022452098768742e-05 -6.6385893403246298e-06 0.00033036703170698532 8.9973695851069244e-05 -0.00010614021988112233 8.3574042090252777e-07 1.2650460579863034e-05 2.9735320567455474e-05 -2.7881956158923663e-06 -1.8994301433349115e-05 -2.6694948729472539e-05 7.0683304042917714e-07 1.2906802799600258e-06 2.5333537433948988e-06 2.5344397316828631e-05 5.0955053136724847e-06 1.323369943587376e-05 -3.2273817274132641e-05 -9.363869946800614e-05 -3.2739071881050231e-05 1.872827310339672e-05 3.5211568013311092e-06 -5.5038818236946828e-06 -2.9843486247412505e-05 6.3641327825180152e-06 4.1021320637034744e-06 -1.9413188535563035e-05 3.0929084555347831e-06 -5.5022986208821955e-08 5.1097807147743269e-07 -1.1047427427781105e-06
leaf_weight=28 60 210 93 49 153 41 210 81 56 49 35 105 34 103 31 25 36 44 25 26 200 125 49 105 47 71 453 204 87 66
leaf_count=28 60 210 93 49 153 41 210 81 56 49 35 105 34 103 31 25 36 44 25 26 200 125 49 105 47 71 453 204 87 66
internal_value=0.000318401 0.000558933 0.000793881 -0.00206222 0.000550572 -0.000893506 0.00084 -0.00259556 -0.00350802 -0.0048855 -0.00232365 -0.000843373 -1.5424e-05 0.00141924 0.00110405 -0.00317895 -0.00378182 -0.00495385 0.00139355 -0.000692308 0.00077561 -0.000611465 -0.00627907 -0.000201635 0.000424097 -0.000952941 0.00111927 7.82124e-05 -0.00163404 -0.000961039
internal_weight=2901 2687 2473 214 2263 374 1889 214 186 130 230 165 767 1122 912 189 164 129 144 51 809 156 85 733 404 329 653 357 224 153
internal_count=2901 2687 2473 214 2263 374 1889 214 186 130 230 165 767 1122 912 189 164 129 144 51 809 156 85 733 404 329 653 357 224 153
cat_boundaries=0 18 48 66 68 69 83 96 119 120 121
cat_threshold=147456 0 570425344 2097152 524320 0 0 268435456 0 134217728 0 384 0 0 0 0 0 256 0 0 0 134217728 0 0 262144 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 524288 4096 0 1 0 8192 0 0 0 8192 0 268435488 8192 0 16 0 0 32 1073745920 32768 1 8212 130 3 0 67117056 2048 65538 8256 131072 131072 65536 0 0 0 0 268435456 1073741824 0 0 0 0 0 0 2147483648 0 0 0 131076 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 274 12
is_linear=0
shrinkage=0.04


Tree=496
num_leaves=31
num_cat=12
split_feature=8 8 12 3 12 12 3 14 1 12 0 0 9 4 3 0 14 8 0 0 12 0 4 0 3 1 4 8 1 0
split_gain=1.19828 0.768502 1.18701 1.01823 0.91052 0.514043 0.453369 0.446436 0.983831 0.611729 0.416264 0.349158 0.283975 0.727078 0.305969 0.282203 0.261539 0.305689 0.234078 0.218459 0.188982 0.187635 0.218852 0.381568 0.16842 0.143439 0.132752 0.129572 0.129421 0.128823
threshold=0 1 2 1993.5000000000002 3 4 1996.5000000000002 5 3.5000000000000004 6 39.07500000000001 39.07500000000001 7 9736.0000000000018 2012.5000000000002 42.710000000000008 8 9 35.600000000000009 43.675000000000004 10 40.250000000000007 642496500.00000012 45.425000000000004 2018.5000000000002 5.5000000000000009 11633120000.000002 11 5.5000000000000009 37.250000000000007
decision_type=9 9 9 10 9 9 10 9 10 9 10 10 9 8 8 10 9 9 10 10 9 10 10 10 8 8 10 9 8 10
left_child=5 2 3 -2 12 18 7 8 -6 -10 -9 -8 13 -3 -15 16 17 -14 -1 27 -19 -7 23 -23 -4 -20 -24 -11 -17 -29
right_child=1 4 24 -5 6 21 11 10 9 19 -12 -13 15 14 -16 28 -18 20 25 -21 -22 22 26 -25 -26 -27 -28 29 -30 -31
leaf_value=-6.9419673840712266e-07 -7.9316376521936226e-06 -0.00010850841031613223 0.00010476433464950825 -2.8499558694597607e-05 -4.5297322252545981e-05 6.0220502203430396e-06 -2.1217655533329198e-05 4.5266485400602201e-06 -2.2336803503282761e-06 1.2622871298617611e-06 -8.4219837747028203e-05 -2.6932527145538584e-05 -2.0080014915224293e-07 -6.8149794420815238e-05 2.2257124252637171e-06 -3.5729346804392553e-05 9.3303666528997008e-06 -7.8061421835100349e-08 -3.2444416583396845e-07 4.8823720225044998e-05 1.5077535911094583e-05 -5.6015611881569689e-05 0.00092975689928409544 5.7883107399212355e-05 -3.3819438886112241e-07 2.8101585883214164e-05 7.8076928259914863e-06 -8.4422509950681962e-06 1.0419329760820316e-05 3.9410180034790749e-07
leaf_weight=37 85 25 32 29 65 339 39 164 253 107 71 137 175 26 126 58 170 110 48 27 274 47 45 34 104 29 36 52 28 176
leaf_count=37 85 25 32 29 65 339 39 164 253 107 71 137 175 26 126 58 170 110 48 27 274 47 45 34 104 29 36 52 28 176
internal_value=1.08513e-05 -0.000404437 -0.00245211 -0.005312 -0.000147087 0.0015655 -0.000940109 -0.000589519 -0.00109986 -0.000616883 0.000894309 -0.00280226 0.000725823 -0.000702128 0.000313726 0.00104116 0.00130959 0.000835088 -0.000832 0.000450402 0.00145823 0.00211719 0.00103067 -0.000439024 0.000163265 0.000358974 0.0024878 0.000178572 -0.00110345 -0.000368201
internal_weight=2948 2333 250 114 2083 615 1091 915 680 615 235 176 992 177 152 815 729 559 114 362 384 501 162 81 136 77 81 335 86 228
internal_count=2948 2333 250 114 2083 615 1091 915 680 615 235 176 992 177 152 815 729 559 114 362 384 501 162 81 136 77 81 335 86 228
cat_boundaries=0 30 60 61 62 64 65 66 68 69 92 93 116
cat_threshold=1342177296 12 4 0 65536 0 0 0 0 0 0 4 0 1049088 0 0 0 0 0 8192 256 0 4194304 0 0 268451840 0 0 524288 8192 0 0 0 134217728 0 0 262144 0 0 32768 0 33554432 0 0 0 0 0 0 4096 0 0 0 0 8 0 0 64 0 0 4096 67239938 17968162 1246208 2 139265 49408 0 20496 8192 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 16785440 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=497
num_leaves=31
num_cat=11
split_feature=7 8 12 12 9 0 0 9 0 1 2 2 2 6 2 12 9 8 12 2 0 2 2 2 2 2 2 0 5 2
split_gain=1.22354 0.777688 0.923598 0.637044 0.609686 0.596883 0.508206 0.467896 0.465627 0.51603 0.462449 0.362079 0.914193 0.30265 0.281527 0.306354 0.335757 0.344994 0.366605 0.458115 0.621858 0.678016 0.50081 0.341866 0.261817 0.227859 0.34864 0.207725 0.2055 0.374609
threshold=0 1 2 3 4 35.250000000000007 12.250000000000002 5 43.675000000000004 3.5000000000000004 129.50000000000003 37.500000000000007 23.500000000000004 6 1.5000000000000002 7 8 9 10 63.500000000000007 16.750000000000004 22.500000000000004 16.500000000000004 39.500000000000007 30.500000000000004 23.500000000000004 47.500000000000007 39.07500000000001 1.5000000000000002 2.5000000000000004
decision_type=9 9 9 9 9 10 10 9 10 10 10 10 10 9 10 9 9 9 9 10 10 10 10 10 10 10 10 10 8 10
left_child=3 14 4 -1 5 -3 -4 8 9 -8 13 12 -11 -5 -2 25 23 18 -18 20 21 -20 -22 -17 -15 -16 -27 -26 -7 -30
right_child=1 2 6 10 -6 28 7 -9 -10 11 -12 -13 -14 24 15 16 17 -19 19 -21 22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=3.4125020914907997e-06 2.0479520493990666e-05 -6.1030892995675239e-05 -5.8807571914284277e-05 -2.8799419041371314e-06 8.2495461506722946e-06 -1.4292243182600686e-05 0.00064779127068387667 5.5061984851221932e-06 -7.6960590524795386e-05 -2.1639237015460749e-05 2.1960791133515781e-05 3.1193051762147462e-06 -5.4349875452389873e-05 -3.5642075828135324e-05 -2.5395550384411871e-05 -8.5949001420104621e-06 1.2256105682780661e-06 7.2823331909762572e-06 1.3107365900566493e-06 1.8662728033367699e-06 -6.5194436036215855e-06 -1.1964465328223577e-06 3.4807927603729941e-06 4.0912590074813453e-06 -1.9686773728172062e-05 3.5587115551294347e-06 -3.1712116102022911e-07 -7.7443295342976358e-08 -0.00019802428288553603 7.2370879070942654e-06
leaf_weight=107 90 26 26 139 577 42 54 206 63 191 26 106 39 97 38 78 211 262 25 50 43 37 56 58 31 29 50 36 25 125
leaf_count=107 90 26 26 139 577 42 54 206 63 191 26 106 39 97 38 78 211 262 25 50 43 37 56 58 31 29 50 36 25 125
internal_value=0.000194294 0.000535346 -5.36551e-05 -0.00173602 0.000868486 -0.000908297 -0.00112069 -0.000915151 -0.00161207 -0.00112532 -0.0026 -0.0017092 -0.0025974 -0.00311842 0.00137572 0.00118124 0.00144404 0.00180719 0.00103464 -0.000162162 -0.00120988 -0.00431746 0.00076 -0.000380952 -0.00425143 -0.00071875 0.00045 -0.00252941 -0.000165803 0.000529801
internal_weight=2943 2507 1480 436 795 218 685 659 453 390 329 336 230 303 1027 937 820 684 422 211 161 62 99 136 164 117 79 67 192 150
internal_count=2943 2507 1480 436 795 218 685 659 453 390 329 336 230 303 1027 937 820 684 422 211 161 62 99 136 164 117 79 67 192 150
cat_boundaries=0 18 47 48 50 52 54 55 57 59 82 83
cat_threshold=147456 0 637534208 2621440 524288 8192 0 268435456 33554432 134225952 32 384 0 268435456 0 32 1073741824 128 1073741824 12 0 0 2147549184 1 262144 0 0 0 0 131076 0 512 0 4096 0 0 0 8192 256 0 20971520 0 0 0 0 0 524288 18025506 1056768 32 1 28688 0 10276 340 196608 2 0 24580 1073741824 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 83943712
is_linear=0
shrinkage=0.04


Tree=498
num_leaves=31
num_cat=10
split_feature=7 8 7 12 6 7 0 4 5 3 8 0 1 9 6 0 0 1 4 4 0 0 0 0 3 3 4 0 0 12
split_gain=1.23786 0.983332 0.7593 0.602103 0.675774 0.574508 0.547497 0.416102 0.353369 0.333465 0.298586 0.697568 0.486754 0.375568 0.629183 0.435979 0.376693 0.28403 0.266768 0.271263 0.296819 0.512076 0.254621 0.250824 0.21389 0.300865 0.235159 0.207864 0.203145 0.15842
threshold=0 1 2 3 4 5 30.500000000000004 2560040000.0000005 2.5000000000000004 1997.5000000000002 6 37.250000000000007 5.5000000000000009 7 8 24.500000000000004 44.07500000000001 4.5000000000000009 642496500.00000012 5965.0000000000009 30.500000000000004 38.57500000000001 16.750000000000004 38.20000000000001 2011.5000000000002 1999.5000000000002 12093950000.000002 42.710000000000008 44.07500000000001 9
decision_type=9 9 9 9 9 9 8 8 8 10 9 10 10 9 9 10 10 10 10 8 10 10 10 10 10 10 8 10 10 9
left_child=6 -2 28 4 5 -4 -1 -8 -9 18 11 12 -5 14 16 -16 24 -6 19 -7 22 -22 -21 -15 25 26 -12 -10 -3 -25
right_child=1 2 3 10 17 9 7 8 27 -11 13 -13 -14 23 15 -17 -18 -19 -20 20 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=2.0854690524784383e-05 2.5239103424322148e-06 4.724828093404245e-06 -1.8642928390003755e-06 -1.447252925335915e-07 0.0005477820670747182 2.9655933871862534e-05 -3.6694606245962168e-05 -3.5574452770336914e-06 -2.0999774153007978e-05 1.6234956744867204e-05 -0.00023664574764130871 -2.6746503206527226e-05 2.4365327278346181e-06 8.1305707459618766e-07 -1.4479177253305371e-05 1.7277848910356186e-05 1.4020435952396654e-05 -3.6162219036253887e-05 9.349082058216087e-05 -3.0789994443770849e-08 -4.1330673973646334e-05 -3.6545707421101419e-06 1.9009866078611652e-06 0.00069049224731399102 1.1929518458085297e-05 -2.956826170542052e-05 -3.3028012195282909e-06 0.0002405476784119025 -1.3006531593081967e-06 8.97655828298366e-06
leaf_weight=33 376 326 118 116 28 39 47 32 169 90 25 25 40 44 36 267 50 218 26 141 25 164 74 125 26 25 80 33 43 102
leaf_count=33 376 326 118 116 28 39 47 32 169 90 25 25 40 44 36 267 50 218 26 141 25 164 74 125 26 25 80 33 43 102
internal_value=0.000289402 0.000574243 0.00025265 -7.59893e-05 -0.000800856 -0.000133721 -0.00204308 -0.00268085 -0.00197447 0.000414035 0.000621399 -0.0008125 0.000152866 0.000960809 0.0003 0.00143949 -0.00136406 -0.00255253 -8.51049e-06 -0.000243243 -0.000553086 -0.00170526 0.000462963 0.00214184 -0.0023949 -0.00305343 -0.00207547 -0.0013399 0.00188421 0.00275439
internal_weight=2943 2629 2253 1884 923 677 314 281 234 559 961 181 156 780 509 303 206 246 469 443 404 189 215 271 156 130 105 202 369 227
internal_count=2943 2629 2253 1884 923 677 314 281 234 559 961 181 156 780 509 303 206 246 469 443 404 189 215 271 156 130 105 202 369 227
cat_boundaries=0 18 48 65 67 68 75 99 101 102 103
cat_threshold=268451840 16 536870912 2097152 524288 134225922 0 536870912 33554432 0 32 128 0 268435456 0 0 1073741824 128 0 0 0 0 65536 1 0 2147483648 0 0 0 2052 8192 1048576 0 0 0 0 0 10240 256 0 4194304 0 0 0 0 0 524288 8192 131075 0 1073750016 4 0 64 0 8192 2048 134225920 0 0 0 0 0 0 4240 125184 32 456 0 0 0 0 2 0 131072 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 16777216 8 0 26656 384 2
is_linear=0
shrinkage=0.04


Tree=499
num_leaves=31
num_cat=8
split_feature=7 0 7 11 5 6 2 2 2 4 0 0 2 3 3 3 9 2 2 1 2 2 2 3 15 6 2 0 6 2
split_gain=1.03814 0.733566 0.628363 0.518238 0.533103 0.497008 0.402497 0.563743 0.48551 0.363514 0.349375 0.330385 0.317951 0.287762 0.299197 0.282229 0.559723 0.484432 0.637045 0.295135 0.28121 0.247162 0.339664 0.345696 0.243156 0.440112 0.539669 0.452468 0.261336 0.226238
threshold=0 40.675000000000004 1 2 1.5000000000000002 3 129.50000000000003 74.500000000000014 19.500000000000004 111.00000000000001 6.5000000000000009 42.710000000000008 40.500000000000007 1997.5000000000002 2017.5000000000002 2002.5000000000002 4 38.500000000000007 4.5000000000000009 5.5000000000000009 291.50000000000006 64.500000000000014 27.500000000000004 2012.5000000000002 5 6 7.5000000000000009 42.960000000000008 7 47.500000000000007
decision_type=9 8 9 9 10 9 10 10 10 8 10 10 8 8 10 10 9 10 10 10 10 10 10 10 9 9 8 10 9 10
left_child=1 6 -2 5 9 12 7 8 -1 -5 -11 -6 -4 -12 15 16 17 18 -15 21 24 22 23 -17 28 27 -27 -26 -18 -28
right_child=2 -3 3 4 11 -7 -8 -9 -10 10 13 -13 -14 14 -16 19 20 -19 -20 -21 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-7.4700387838460972e-06 2.3873934836353369e-06 -2.043946348620062e-05 -4.0452574253654636e-05 3.2992640922049671e-05 -1.8988236582561245e-05 1.3950198252289726e-05 3.4071138290849697e-06 -1.1023390325324753e-05 1.0526899926853678e-06 -3.9197435908669056e-05 1.1636635143117777e-05 4.2213348033531394e-05 0.00020751791393705448 0.0006832501556512362 1.3600529363695331e-05 5.4913301952379e-06 1.6056705473190228e-05 5.8426595042561424e-06 -6.3373116543299538e-05 8.2772366250754201e-06 -3.6106523775307451e-05 0.00026222091613119664 -8.8392326406136854e-06 -8.372138287543518e-05 2.5979981967519232e-06 0.00015858230522458817 -8.3895186283485516e-06 -2.3123033977852042e-05 3.2536665642854991e-07 -0.00034248944839986191
leaf_weight=181 380 50 54 37 84 162 36 34 136 28 62 27 53 26 114 62 134 40 60 25 32 28 39 36 177 33 130 48 613 27
leaf_count=181 380 50 54 37 84 162 36 34 136 28 62 27 53 26 114 62 134 40 60 25 32 28 39 36 177 33 130 48 613 27
internal_value=5.1543e-05 -0.00172321 0.000366376 9.52382e-05 -0.000145221 0.0017 -0.00116495 -0.00157955 -0.00104402 2.51143e-05 -6.06412e-05 -0.00282143 -0.000440678 1.42266e-05 -8.86152e-05 -0.000238253 -3.02799e-05 -0.00245255 -0.00432184 -0.00167539 0.000245643 -0.00228916 -0.00298551 -0.00169697 0.000350817 -0.000422535 -0.00179104 0.000762712 0.000775726 -0.00286076
internal_weight=2948 437 2511 2131 1862 269 387 351 317 1751 1714 111 107 1686 1624 1510 1320 126 86 190 1194 165 137 98 1162 415 190 225 747 157
internal_count=2948 437 2511 2131 1862 269 387 351 317 1751 1714 111 107 1686 1624 1510 1320 126 86 190 1194 165 137 98 1162 415 190 225 747 157
cat_boundaries=0 18 35 38 39 41 42 43 44
cat_threshold=0 16 536870912 2621440 524288 2 0 268435456 65536 32 8224 384 0 0 0 32 1073741824 384 0 1 1056768 8196 2 64 0 8192 2048 8192 32768 0 0 0 0 0 144 32768 1024 524288 208 0 8324 2222981120 92 260
is_linear=0
shrinkage=0.04


Tree=500
num_leaves=31
num_cat=13
split_feature=7 8 0 7 12 8 2 9 12 2 8 2 13 12 1 2 0 2 0 7 11 2 0 2 2 2 0 2 0 16
split_gain=1.30805 1.05887 0.807933 0.639937 0.589865 0.660506 0.747393 0.507973 0.738633 0.694701 0.654848 0.489097 0.407533 0.600071 0.636628 0.624492 0.339841 0.370404 0.335675 0.324166 0.313172 0.323266 0.294668 0.527115 0.294598 0.274652 0.233583 0.22326 0.220259 0.265924
threshold=0 1 57.250000000000007 2 3 4 27.500000000000004 5 6 23.500000000000004 7 67.500000000000014 8 9 5.5000000000000009 3.5000000000000004 16.750000000000004 39.500000000000007 40.250000000000007 10 11 79.500000000000014 18.500000000000004 19.500000000000004 28.500000000000004 5.5000000000000009 16.750000000000004 6.5000000000000009 16.750000000000004 12
decision_type=9 9 8 9 9 9 8 9 9 8 9 8 9 9 8 10 10 10 10 9 9 10 8 10 10 10 10 10 10 1
left_child=27 25 3 4 5 16 -7 -5 9 -9 -10 -8 18 14 15 -14 17 -3 -12 26 -15 22 -22 -24 -17 -2 -6 -1 -21 -30
right_child=1 2 -4 7 19 6 11 8 10 -11 12 -13 13 20 -16 24 -18 -19 -20 28 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.4698499008738391e-06 -1.0507674536138854e-06 3.375487093038032e-06 -1.8405000241492242e-05 -1.2648315765805034e-05 -3.8383778755912692e-07 -2.2018671397608321e-05 9.8893087832327508e-06 3.2168042519167875e-06 7.522017323621859e-06 -1.7147471360807784e-05 6.0597708457809474e-06 -3.0224312043758397e-05 1.1765646797518431e-05 2.5158949547114432e-05 1.2266787624282798e-05 -6.2786228359827079e-05 3.2920256887558206e-06 -2.0460309275798309e-06 -3.3299404554922528e-05 7.4410470759314946e-07 1.2249932517125844e-06 9.1231760056884144e-06 -2.0896706910378296e-07 -9.3404775337821268e-06 -2.643058499023992e-05 6.7494883395369245e-06 5.0022053642848798e-06 7.6473211616411671e-06 -8.9131920003045484e-06 -2.8142409623182754e-06
leaf_weight=89 71 45 28 438 43 69 32 60 125 69 307 44 25 100 62 84 34 35 40 41 53 27 87 36 42 320 57 356 79 34
leaf_count=89 71 45 28 438 43 69 32 60 125 69 307 44 25 100 62 84 34 35 40 41 53 27 87 36 42 320 57 356 79 34
internal_value=0.000180021 -0.000180945 -0.000539155 -0.000448526 -0.00165649 -0.00297778 -0.00474359 -3.8314e-05 0.000414894 -0.00231429 0.000792793 -0.00228571 0.000379863 -0.000333966 -0.00191071 -0.00339474 -0.000512 -0.00197531 0.00141899 -0.000241509 0.000802548 -0.000130841 -0.000768361 -0.00183871 -0.00453543 0.00170149 0.00144144 0.00214912 -0.00135758 -0.00235088
internal_weight=2932 2487 2096 2068 513 259 145 1555 1117 129 988 76 863 516 213 151 114 80 347 254 303 203 176 123 126 391 100 445 154 113
internal_count=2932 2487 2096 2068 513 259 145 1555 1117 129 988 76 863 516 213 151 114 80 347 254 303 203 176 123 126 391 100 445 154 113
cat_boundaries=0 17 46 64 66 89 91 92 115 116 118 135 136 137
cat_threshold=2 268435472 8192 524292 2 2112 0 268443648 2048 134225936 0 0 67108864 0 67108864 0 144 1342177280 12 0 0 65536 1 0 0 0 0 0 131076 8192 0 0 0 0 0 0 10240 256 0 0 0 0 16384 0 0 524288 0 0 101711872 0 524288 134217728 131072 0 65536 0 0 384 0 268435456 0 0 1073741824 128 16877824 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 1 12324 67125504 0 2048 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 4096 0 128 0 4194304 12 1050690 2 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 1073741824 4 2
is_linear=0
shrinkage=0.04


Tree=501
num_leaves=31
num_cat=11
split_feature=7 7 2 2 12 2 9 12 11 0 3 1 2 2 7 12 0 0 0 0 9 0 2 12 5 2 2 12 2 2
split_gain=1.34961 0.757879 0.437868 0.818264 0.385325 0.495601 0.34695 0.561408 0.468696 0.500377 0.41102 0.740767 0.762009 0.586933 0.498336 0.410444 1.1883 0.567783 0.561362 0.368069 0.33677 0.402531 0.408317 0.321409 0.52278 0.449754 0.472028 0.27595 0.257313 0.777862
threshold=0 1 14.500000000000002 7.5000000000000009 2 6.5000000000000009 3 4 5 23.500000000000004 2002.5000000000002 5.5000000000000009 24.500000000000004 59.500000000000007 6 7 45.425000000000004 46.250000000000007 40.675000000000004 43.675000000000004 8 30.500000000000004 30.500000000000004 9 2.5000000000000004 31.500000000000004 95.500000000000014 10 64.500000000000014 41.500000000000007
decision_type=9 9 10 8 9 10 9 9 9 10 10 10 10 10 9 9 8 10 10 10 9 10 8 9 8 8 8 9 10 10
left_child=4 2 3 -2 5 -1 7 8 9 -3 14 12 -12 -14 28 16 -8 18 23 -20 21 -16 -23 24 -17 -25 -27 -22 29 -9
right_child=1 6 -4 -5 -6 -7 15 10 -10 -11 11 -13 13 -15 20 17 -18 -19 19 -21 27 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-1.0193893778038605e-05 6.6984835469440205e-06 5.1458167467195826e-07 -4.3292839635017372e-06 -9.6834653956881663e-05 4.428805296403128e-06 1.2579515704646308e-06 1.1443273393758799e-05 -5.0848740242304713e-07 7.9511140832110556e-06 -3.02932702885282e-06 -2.20811592244359e-05 1.2006913065871049e-05 -0.00023955356587890037 -4.6551392177509918e-07 -5.292327723932164e-06 -4.7129184708861681e-07 -0.00013259142485735976 0.00010176259213961521 -7.6120918021723997e-05 -9.1321567629185421e-06 6.6090908208449883e-06 -9.2869936231619023e-06 1.6184348538957105e-05 3.5467722599236141e-05 -3.8008652157810013e-05 -0.0001925337006823439 2.2762879837283514e-05 6.7855876815617709e-07 6.7267316732627921e-07 -1.112092898405729e-05
leaf_weight=32 29 154 111 66 206 225 147 158 452 31 100 30 30 26 25 50 25 29 32 27 229 86 46 122 58 25 40 280 25 30
leaf_count=32 29 154 111 66 206 225 147 158 452 31 100 30 30 26 25 50 25 29 32 27 229 86 46 122 58 25 40 280 25 30
internal_value=0.000349846 -2.74857e-05 -0.00228571 -0.004375 0.0023038 0.00114925 0.000188713 0.000471687 0.00140123 -0.000306122 -9.29367e-05 -0.00179679 -0.00290446 -0.00659649 0.000268182 -0.000671378 0.000918033 -0.00139086 -0.00187042 -0.0054 0.000803545 -0.000785714 6.01505e-05 -0.00114865 -0.0027563 -6.06059e-05 -0.00272727 0.0013 -0.001375 -0.00194709
internal_weight=2926 2463 206 95 463 257 2257 1702 637 185 1065 186 156 56 879 555 172 383 354 59 666 157 132 295 108 187 65 509 213 188
internal_count=2926 2463 206 95 463 257 2257 1702 637 185 1065 186 156 56 879 555 172 383 354 59 666 157 132 295 108 187 65 509 213 188
cat_boundaries=0 17 35 37 39 40 41 58 59 61 63 64
cat_threshold=16384 128 0 8320 65568 64 0 8192 67584 134225920 0 0 16 0 0 0 16 268566528 0 0 524288 524288 2 0 536870912 33554432 32 0 256 0 0 0 32 0 128 1107264 32 1073873152 18468 67314784 16416 1 0 0 0 0 0 131072 0 0 0 0 128 0 0 0 0 4096 17886464 0 16388 196640 32 16809986
is_linear=0
shrinkage=0.04


Tree=502
num_leaves=31
num_cat=12
split_feature=7 8 7 0 8 0 0 11 9 7 4 4 7 1 6 13 1 0 13 5 1 13 1 0 0 0 5 1 0 0
split_gain=1.08313 0.895519 0.609394 0.596436 0.515341 0.596562 0.48924 0.39807 0.576028 0.306074 0.242222 0.371061 0.272309 0.3492 0.32176 0.220264 0.221076 0.18002 0.205073 0.173407 0.143775 0.155811 0.131593 0.11415 0.112383 0.109247 0.148656 0.112667 0.10371 0.101068
threshold=0 1 2 30.500000000000004 3 38.20000000000001 40.250000000000007 4 5 6 111.00000000000001 625.00000000000011 7 1.5000000000000002 8 9 5.5000000000000009 35.850000000000009 10 5.5000000000000009 4.5000000000000009 11 5.5000000000000009 12.250000000000002 35.850000000000009 43.675000000000004 2.5000000000000004 5.5000000000000009 39.07500000000001 27.750000000000004
decision_type=9 9 9 10 9 10 10 9 9 9 8 8 9 10 9 9 10 10 9 8 8 9 8 8 10 10 8 8 10 10
left_child=3 29 6 -1 5 -4 9 -6 22 -3 -10 -12 13 -13 17 16 28 -14 -19 -5 -11 -22 -9 -16 -17 26 -20 -28 -15 -2
right_child=1 2 4 19 7 -7 -8 8 10 20 11 12 14 15 23 24 -18 18 25 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.9497462594550293e-06 7.0015067521015268e-07 0.002186033833021728 -0.00011764143565597264 -4.066097060856957e-07 1.4512485511206418e-05 -8.8857259592625632e-07 -0.0001113676996708237 -8.9155138334692022e-06 3.7853901478535049e-06 8.0711014667727089e-06 -3.9762145952645941e-05 0.0023977065886496974 7.5344154792640169e-06 -9.5764210439097431e-07 -2.7849323954879372e-06 -1.0761229963067529e-05 1.4828460920301556e-06 1.7997645399126817e-06 7.6875444258026944e-05 -2.2476290559877658e-05 2.6954480799315623e-07 9.8945375064829483e-07 -0.0001301552449635303 4.7072714055622208e-06 -1.1092692527442908e-06 2.7545170200462513e-06 -5.5265027672435802e-05 -6.8500761506496217e-06 1.9884699186550741e-06 1.2546497649822131e-05
leaf_weight=40 56 106 46 33 149 57 25 126 27 50 49 37 43 107 32 48 32 121 25 133 194 123 43 445 57 43 80 41 38 539
leaf_count=40 56 106 46 33 149 57 25 126 27 50 49 37 43 107 32 48 32 121 25 133 194 123 43 445 57 43 80 41 38 539
internal_value=0.000441276 0.000653091 0.000267286 -0.00228571 -0.000106216 -0.00270175 0.00147741 8.49422e-05 -0.000130961 0.00179747 0.000177994 9.34113e-05 0.00024 -0.000739394 0.000618312 -0.00124382 -0.000276596 -0.000296703 -0.000643087 -0.0034491 0.00113228 0.000842767 -0.00224444 0.00128689 -0.00258621 -0.00142 -0.00201361 -0.00259016 -0.000958904 0.0020132
internal_weight=2945 2739 2144 206 1646 103 498 1543 1394 473 1225 1198 1149 319 830 282 177 353 310 166 367 317 169 477 105 189 146 121 145 595
internal_count=2945 2739 2144 206 1646 103 498 1543 1394 473 1225 1198 1149 319 830 282 177 353 310 166 367 317 169 477 105 189 146 121 145 595
cat_boundaries=0 18 47 64 91 94 96 113 130 131 132 133 134
cat_threshold=16384 0 536870912 0 524288 64 0 805306368 33554432 0 0 256 0 268435456 0 32 0 384 1073741824 10 0 0 65536 1 262144 2147483648 0 0 0 2052 8192 512 268435456 0 0 0 0 8192 0 0 4194304 0 0 16384 4 0 524288 131074 0 0 2048 0 0 0 139264 2048 8224 32800 0 0 0 0 0 1073741840 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483776 0 0 0 0 0 64 32768 2147483648 524288 0 8212 2 0 0 2048 0 0 0 8192 0 32 0 0 0 0 0 0 1073741840 0 128 67108864 4 0 0 131072 0 0 0 0 128 0 0 0 0 4096 210 10 12 10
is_linear=0
shrinkage=0.04


Tree=503
num_leaves=31
num_cat=7
split_feature=8 7 8 3 7 4 4 2 1 17 0 9 2 2 2 7 2 2 2 0 4 2 2 2 3 4 2 0 2 3
split_gain=0.941163 0.672359 0.502836 0.603356 0.455802 0.389876 0.354135 0.485493 0.326807 0.299841 0.367983 0.267591 0.260351 0.387498 0.230055 0.214265 0.200764 0.420192 0.357675 0.196504 0.48257 0.208802 0.460784 0.292365 0.243402 0.185132 0.293341 0.48099 0.241976 0.261131
threshold=0 1 2 2010.5000000000002 3 2350.0000000000005 642496500.00000012 5.5000000000000009 3.5000000000000004 4 35.850000000000009 5 108.50000000000001 99.000000000000014 385.00000000000006 6 79.500000000000014 416.00000000000006 40.500000000000007 36.400000000000006 111.00000000000001 11.500000000000002 59.500000000000007 147.50000000000003 2019.5000000000002 1525190000.0000002 25.500000000000004 25.500000000000004 7.5000000000000009 2005.5000000000002
decision_type=9 9 9 10 9 8 8 8 10 9 8 9 10 8 8 9 10 10 8 10 10 8 10 10 8 10 8 8 10 10
left_child=12 6 3 5 14 -3 -2 -8 -7 10 -6 19 13 15 -4 -1 18 -18 -12 -11 21 24 -23 -24 -21 26 27 -13 -29 -30
right_child=1 2 4 -5 9 8 7 -9 -10 11 16 25 -14 -15 -16 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=1.5058811802043367e-07 -4.8938925269068122e-05 -3.259826883518825e-05 2.4560218028411405e-06 -7.7617620081329463e-05 6.3101412383271782e-06 -0.00033346238140292403 -3.7813475720047426e-05 -4.6579724353758677e-06 5.0305980575920801e-07 3.5699333910123977e-07 -0.00014626045453612101 -1.5773009360029448e-06 4.294605225394183e-06 -1.2768469696247376e-06 -1.387685484414709e-06 4.671721043872393e-06 -4.6611071349256708e-05 -8.1063276844465354e-05 2.1961424847857806e-06 0.0012334461981002118 -6.3758345470112948e-05 -3.1898448978337593e-05 0.0011071300712887629 -4.1465523698040341e-05 1.1721282715609549e-06 -1.129959019170488e-05 1.9421575781870729e-05 0.00029812021353910916 -5.298738781556021e-06 0.0046973745458066965
leaf_weight=101 31 25 305 35 27 35 26 161 291 524 28 36 78 28 62 310 26 25 34 33 40 153 39 30 99 26 139 81 113 25
leaf_count=101 31 25 305 35 27 35 26 161 291 524 28 36 78 28 62 310 26 25 34 33 40 153 39 30 99 26 139 81 113 25
internal_value=0.00026424 -6.66665e-05 0.000144514 -0.00114861 0.000420259 -0.000670454 -0.002131 -0.00155319 -0.000293578 0.000102082 -0.0015894 0.000290586 0.00179545 0.00144545 0.00166138 0.00175728 -0.00270175 -0.00453846 -0.00114286 -9.47254e-05 -0.00076962 -0.000292958 -0.00104036 0.00165714 0.000962406 0.00111369 0.00135696 0.000546875 0.00125455 0.000230216
internal_weight=2966 2449 2231 386 1845 351 218 187 326 1478 140 1338 517 439 367 411 113 51 62 918 394 354 222 69 132 420 394 255 219 138
internal_count=2966 2449 2231 386 1845 351 218 187 326 1478 140 1338 517 439 367 411 113 51 62 918 394 354 222 69 132 420 394 255 219 138
cat_boundaries=0 29 46 76 93 94 96 104
cat_threshold=1342177280 6 4 0 0 1 0 0 1 32768 0 131076 2048 0 0 0 0 0 0 8192 256 524288 4194304 0 0 16384 0 0 524288 268435456 0 536870912 2623488 0 134217728 0 0 33554432 32 8192 384 0 0 0 0 1073741824 0 2048 0 0 2147483648 0 262144 0 0 0 0 0 8192 0 0 0 0 0 33558528 2048 2147483776 0 0 8 0 0 64 0 0 4096 2 1 1048576 4 34 0 0 8192 67584 0 0 0 0 0 0 32 16 6 0 2068 0 0 0 4 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=504
num_leaves=31
num_cat=12
split_feature=7 0 8 3 2 12 8 5 2 7 2 2 2 4 15 12 2 7 3 8 4 2 12 9 12 0 2 2 3 2
split_gain=0.825669 0.856071 1.18715 0.619366 0.63832 0.527696 0.464767 0.394319 0.391886 0.374947 0.372631 0.50182 0.278155 0.27664 0.265848 0.330409 0.595162 0.263738 0.516521 0.621526 0.260221 0.307852 0.257283 0.339648 0.407025 0.691803 0.264185 0.523188 0.309061 0.257939
threshold=0 40.250000000000007 1 2018.5000000000002 24.500000000000004 2 3 1.5000000000000002 231.50000000000003 4 5.5000000000000009 13.500000000000002 25.500000000000004 6670500000.000001 5 6 11.500000000000002 7 1994.5000000000002 8 3425710000.0000005 6.5000000000000009 9 10 11 39.07500000000001 9.5000000000000018 24.500000000000004 1997.5000000000002 99.000000000000014
decision_type=9 8 9 8 10 9 9 8 8 9 8 8 10 8 9 9 8 9 10 9 8 10 9 9 9 10 10 10 10 10
left_child=-1 2 8 4 -3 20 -4 -7 12 -8 -9 -12 -2 -13 15 -11 -17 18 19 -16 -5 -22 -19 24 25 -24 -27 -28 -29 -25
right_child=1 3 6 5 -6 7 9 10 -10 14 11 13 -14 -15 17 16 -18 22 -20 -21 21 -23 23 29 -26 26 27 28 -30 -31
leaf_value=5.7694173896586626e-06 -7.1572016992899743e-06 -3.5388877764842081e-05 2.739061381688816e-05 2.9248013021951669e-05 -8.1688789450083001e-06 -0.00038063607826479499 0.0022841005821922214 0.00026958285576865774 -1.9271065968393944e-05 5.2157547429924054e-06 -3.872630172625737e-05 -4.1486054439153918e-05 2.4927900349032405e-06 1.3873766558152672e-05 -1.7200816583100702e-06 -1.7822485874073769e-06 2.8240095132530838e-06 9.3559586701985607e-07 -3.5282835729783228e-05 2.6721221970211967e-06 -0.00018738643870109514 -1.1001866490578426e-05 9.4268955854880929e-07 3.3143347092338396e-05 3.8873649348053874e-07 -0.00010840402348199813 9.8359548091987375e-05 -3.3348830538883767e-05 -6.8642834236352232e-06 -3.0040845552548232e-06
leaf_weight=219 142 25 220 28 35 28 111 42 25 116 25 36 75 160 119 40 81 384 51 140 34 38 61 178 394 37 32 26 27 25
leaf_count=219 142 25 220 28 35 28 111 42 25 116 25 36 75 160 119 40 81 384 51 140 34 38 61 178 394 37 32 26 27 25
internal_value=0.000289679 9.46833e-05 0.000409628 -0.00149558 -0.0052459 -0.000908163 0.000724793 1.32452e-05 -0.00218182 0.000506274 0.0005 -0.000162162 -0.00170642 0.000527919 0.000350755 0.00156452 3.03032e-05 0.000145455 -0.000872274 -0.000169231 -0.00324324 -0.00482192 0.000422128 1.46939e-10 -0.000496598 -0.002 -0.0038374 -0.00255814 -0.00496296 0.00136449
internal_weight=2954 2735 2284 451 60 391 2042 291 242 1822 263 221 217 196 1711 237 121 1474 310 259 100 72 1164 780 577 183 122 85 53 203
internal_count=2954 2735 2284 451 60 391 2042 291 242 1822 263 221 217 196 1711 237 121 1474 310 259 100 72 1164 780 577 183 122 85 53 203
cat_boundaries=0 17 44 45 74 91 92 94 106 129 130 132 133
cat_threshold=131073 16 537133056 8192 0 64 0 8192 0 8192 32 64 0 0 67108864 0 16 0 8 0 0 2147483648 0 262144 0 0 0 0 0 8256 0 0 0 0 0 33558528 0 0 0 0 0 0 0 64 40992 0 4 0 0 0 0 0 0 0 0 0 133124 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 524416 0 0 1048576 2048 0 0 0 0 2048 0 0 0 16 0 0 0 4096 2155872256 16811266 32 2 129 1073741824 0 0 0 131072 268435456 0 0 0 384 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 18022720 0 22544 2050
is_linear=0
shrinkage=0.04


Tree=505
num_leaves=31
num_cat=14
split_feature=7 0 8 7 12 12 11 0 17 0 12 3 5 0 0 12 13 5 3 0 6 6 1 4 3 0 11 0 0 11
split_gain=1.05113 0.991017 0.798377 0.633 0.631214 0.519348 0.545922 0.538237 0.692557 0.554162 0.549245 0.729825 0.469465 0.339324 0.387332 0.333319 0.258497 0.242093 0.21719 0.247276 0.198417 0.180665 0.225024 0.215402 0.165861 0.145559 0.132479 0.172002 0.12037 0.11634
threshold=0 57.250000000000007 1 2 3 4 5 40.250000000000007 6 45.425000000000004 7 1962.0000000000002 4.5000000000000009 31.500000000000004 16.750000000000004 8 9 5.5000000000000009 2007.5000000000002 29.500000000000004 10 11 2.5000000000000004 6670500000.000001 2010.5000000000002 15.500000000000002 12 39.07500000000001 18.500000000000004 13
decision_type=9 8 9 9 9 9 9 10 9 10 9 10 8 10 10 9 9 8 8 10 9 9 10 8 10 10 9 10 10 9
left_child=26 2 4 12 13 29 7 8 17 -9 11 -10 -4 14 -2 -8 28 -7 -14 -20 -12 22 -18 -23 -6 -24 -1 -28 -17 -5
right_child=1 -3 3 5 24 6 15 9 10 -11 20 -13 18 -15 -16 16 21 -19 19 -21 -22 23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=4.2631428464962022e-05 1.0984552120312565e-06 -8.9733124010876735e-06 -8.944157874705603e-05 4.8831388173164079e-06 5.3730486094392743e-06 -1.9310131656878118e-05 2.5991446377365657e-06 -2.6905827035551351e-05 -5.2459081228755496e-06 -1.1361859276858672e-05 8.6358383913588896e-05 0.0014267707932670111 5.7533178891835725e-05 1.2182249109441389e-06 -1.1047588148984079e-05 1.7525932447171395e-07 1.7866563162680262e-05 -2.3635380135168667e-05 1.3499872036538049e-06 -2.2559870867199347e-05 1.1541408742615033e-06 -0.00012514564633989958 -4.9088514976529877e-07 -7.0860931012313663e-06 5.3520853085106377e-06 2.0132518789251967e-06 3.1242210174334645e-05 8.2070222328865755e-06 1.8359100307887364e-05 6.2253654802420184e-07
leaf_weight=181 48 28 29 111 298 55 285 42 75 48 154 32 42 178 47 52 40 49 45 119 138 27 96 186 45 78 90 70 65 196
leaf_count=181 48 28 29 111 298 55 285 42 75 48 154 32 42 178 47 52 40 49 45 119 138 27 96 186 45 78 90 70 65 196
internal_value=0.000459661 0.000180222 0.000263464 -0.000133671 0.00150558 0.000135632 -0.000189811 -0.00110596 -0.000611111 -0.00395604 0.000185366 -0.00213559 -0.00203252 4.22537e-05 -0.001875 0.000471429 -0.000115315 -0.00333913 -0.00142995 -0.00208485 0.00108251 -0.000575342 0.000248889 -0.001375 0.00263277 -0.000365714 0.00251136 0.00140351 0.00146875 0.00159748
internal_weight=2949 2608 2580 1964 616 1729 1422 593 503 90 399 107 235 273 95 829 544 104 206 164 292 427 214 213 343 174 341 160 117 307
internal_count=2949 2608 2580 1964 616 1729 1422 593 503 90 399 107 235 273 95 829 544 104 206 164 292 427 214 213 343 174 341 160 117 307
cat_boundaries=0 18 47 61 63 65 67 68 70 71 72 73 74 77 79
cat_threshold=131072 268435457 570433536 2097152 32 64 0 8192 0 0 32768 0 0 0 0 0 1073746064 512 1073741824 6 0 0 65536 0 262144 0 1 0 0 4 0 0 0 4096 0 0 33554432 0 384 0 4194304 0 0 1073741824 0 0 524288 268435458 0 0 2052 0 134217728 0 268435456 33556480 0 0 256 0 268435456 67208544 2 67112192 2 4 2147549184 10 96 32 65570 4 452 88 4 0 524288 4 2147483648
is_linear=0
shrinkage=0.04


Tree=506
num_leaves=31
num_cat=10
split_feature=8 7 0 9 12 6 12 2 12 2 12 2 0 0 0 2 2 2 12 2 0 2 2 0 2 2 2 12 2 2
split_gain=1.28701 1.13295 1.57801 0.697338 0.501296 0.50691 0.420315 0.415994 0.403153 0.399704 0.586596 0.684648 0.45792 0.364851 0.474331 0.374765 0.473853 0.308236 0.264623 0.751697 0.493996 0.817686 0.345986 0.407722 0.265529 0.257359 0.341897 0.235885 0.201009 0.785629
threshold=0 1 52.740000000000002 2 3 4 5 12.500000000000002 6 11.500000000000002 7 272.00000000000006 40.675000000000004 47.750000000000007 40.675000000000004 17.500000000000004 9.5000000000000018 9.5000000000000018 8 24.500000000000004 22.250000000000004 40.500000000000007 75.500000000000014 35.600000000000009 31.500000000000004 6.5000000000000009 2.5000000000000004 9 26.500000000000004 19.500000000000004
decision_type=9 9 8 9 9 9 9 8 9 8 9 8 10 10 10 8 10 10 9 8 10 8 8 10 10 10 10 9 8 10
left_child=6 7 3 9 -5 8 -1 17 -6 -3 12 -12 -11 14 15 16 -7 25 22 -20 21 -21 -17 -24 -22 26 -2 -9 29 -10
right_child=1 2 -4 4 5 13 -8 27 28 10 11 -13 -14 -15 -16 18 -18 -19 19 20 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.6011251269014594e-07 3.5775374353072252e-06 -2.5824515208117805e-05 -3.1966674570415455e-05 2.3127432648690886e-06 -2.6194344707210042e-05 -2.0064132970116592e-06 8.0146018749763072e-06 8.1006801831301288e-07 5.3418413723367369e-05 -9.5636688575952876e-06 8.9593359042543273e-06 -0.00019095446347531202 -4.8589237210992594e-05 0.00025330056661506019 -4.3836257456546288e-05 -8.5363232157696895e-06 2.9939418685582566e-06 -8.7284937890501913e-07 -2.462323610272657e-05 2.5615072685033227e-06 2.3976361471405151e-05 -7.9819351123020893e-06 -5.7963085922383505e-06 -2.6329920932536222e-05 8.2098412688970561e-06 9.4530491431491683e-05 -4.3529713477286315e-05 3.1398290649156625e-06 4.8885710210230426e-05 -0.0001726034658532699
leaf_weight=116 40 91 42 129 128 170 412 271 139 80 118 39 30 25 56 158 121 36 31 40 58 39 33 46 77 27 38 213 103 32
leaf_count=116 40 91 42 129 128 170 412 271 139 80 118 39 30 25 56 158 121 36 31 40 58 39 33 46 77 27 38 213 103 32
internal_value=0.0002967 -9.91324e-05 -0.000612472 -0.000428899 -1.43265e-05 -0.000265193 0.00206308 0.0013522 0.000891041 -0.0019729 -0.00123881 0.000404762 -0.00330578 -0.000813873 -0.000968675 -0.00070801 0.000424658 -0.000535211 -0.0013913 -0.000390625 0.000446512 -0.00205 -0.00230645 -0.00455 0.00191176 0.000566038 -0.000607595 0.0019299 0.00174035 0.000953488
internal_weight=2938 2410 1785 1743 1385 1256 528 625 402 358 267 157 110 854 829 773 291 141 482 245 214 79 237 79 135 105 78 484 274 171
internal_count=2938 2410 1785 1743 1385 1256 528 625 402 358 267 157 110 854 829 773 291 141 482 245 214 79 237 79 135 105 78 484 274 171
cat_boundaries=0 30 47 49 50 51 53 54 55 56 58
cat_threshold=1073741824 2062 0 0 0 0 0 0 0 0 0 4 10240 1048576 0 0 0 0 0 8192 256 0 0 0 0 1073758208 4 0 524416 4096 1 129 537927680 534532 2 64 0 139264 0 134217728 8192 0 0 0 0 0 4112 1 12320 16909312 324 17874944 2 1099872 66 1171458 84959266 32
is_linear=0
shrinkage=0.04


Tree=507
num_leaves=31
num_cat=12
split_feature=7 12 6 2 2 13 7 0 0 12 6 7 0 2 2 3 3 2 12 2 2 6 3 11 12 2 2 0 3 0
split_gain=1.06542 0.639958 0.552983 0.718376 0.649173 0.505228 0.426475 0.45014 0.529072 0.397609 0.475591 0.382464 0.38108 0.347936 0.716324 0.472521 0.339777 0.358043 1.06913 0.444239 0.412042 0.408488 0.388388 0.338463 0.52233 0.365727 0.311318 0.27834 0.276154 0.274948
threshold=0 1 2 43.500000000000007 1.5000000000000002 3 4 40.250000000000007 43.675000000000004 5 6 7 54.500000000000007 13.500000000000002 8.5000000000000018 1984.5000000000002 2002.5000000000002 43.500000000000007 8 104.50000000000001 33.500000000000007 9 2015.5000000000002 10 11 8.5000000000000018 21.500000000000004 44.07500000000001 2007.5000000000002 39.07500000000001
decision_type=9 9 9 8 10 9 9 10 10 9 9 9 10 8 10 10 8 10 9 10 10 9 8 9 9 10 10 10 10 10
left_child=9 5 3 -3 -4 26 -6 16 -9 10 -1 -7 -10 14 28 -16 -8 20 -19 -20 21 -18 -23 25 -25 -24 -2 -11 -13 -26
right_child=1 2 4 -5 6 11 7 8 12 27 -12 13 -14 -15 15 -17 17 18 19 -21 -22 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=-2.9666393321952024e-05 4.6394949213506741e-06 -9.6065465558415301e-05 -6.1641354343772547e-05 0.0010474609661643459 2.7835846358954167e-05 -2.573954158983411e-06 3.8201065353849328e-05 -2.7077902988139284e-05 1.3990011137100711e-06 6.6505249807848883e-06 1.567649296237695e-05 8.4743282686278436e-06 -8.6085080442617939e-06 2.3729832838625955e-06 -1.0802769032125843e-05 9.8828357978671144e-05 9.6815296990499983e-05 7.6736455732936751e-07 -5.1893185198616209e-06 -9.767393297687086e-07 2.2321512390736379e-06 0.002332866288634525 9.6147989450447298e-06 1.9239551237670405e-06 -8.9363443612685225e-08 -1.4664860244669011e-05 -4.7137358517008376e-06 1.1802546708156075e-07 -6.647541824074159e-05 -8.2127352270753683e-06
leaf_weight=108 44 106 148 50 100 183 49 43 110 242 103 126 25 462 51 28 164 126 78 40 78 25 50 102 70 97 59 36 26 41
leaf_count=108 44 106 148 50 100 183 49 43 110 242 103 126 25 462 51 28 164 126 78 40 78 25 50 102 70 97 59 36 26 41
internal_value=6.73175e-05 -0.000271268 -0.000787839 -0.00297006 -0.000512896 0.000521212 -0.000206839 -0.000440036 -0.00227933 0.001752 0.000378379 0.000838783 -0.00102941 0.00126705 1.72415e-05 -0.00305 -8.6862e-05 -0.000270642 -0.00156735 -0.00409302 0.000235669 -0.000152727 -0.000858586 -0.00121884 -0.000125 -0.00260759 -0.002 0.00274048 0.00162092 -0.00193443
internal_weight=2970 2481 1502 156 1346 979 1198 1098 178 489 211 876 135 693 231 79 920 871 244 118 627 549 385 360 213 147 103 278 152 111
internal_count=2970 2481 1502 156 1346 979 1198 1098 178 489 211 876 135 693 231 79 920 871 244 118 627 549 385 360 213 147 103 278 152 111
cat_boundaries=0 17 19 20 21 29 31 32 44 45 46 48 49
cat_threshold=0 16 1174413312 532608 2 10240 0 8192 2048 134225920 32 0 16 0 0 0 4240 84083744 34 4 8 2 128 536870912 0 32 0 0 536870912 16908322 34 262 0 128 0 0 0 134217728 131072 536870912 0 0 0 384 26880 208 4 2147483648 1056834
is_linear=0
shrinkage=0.04


Tree=508
num_leaves=31
num_cat=5
split_feature=8 2 2 8 0 12 17 6 3 0 2 2 2 5 0 2 4 4 3 4 0 2 2 2 2 2 2 0 0 2
split_gain=1.01946 1.2682 0.988387 0.711793 0.939699 0.467901 0.381565 0.910689 0.939296 0.514526 0.472782 0.661402 0.3735 0.347928 0.26472 0.267543 0.23053 0.289273 0.229055 0.211876 0.19498 0.190837 0.217741 0.161456 0.28259 0.596624 0.212398 0.160034 0.238169 0.462152
threshold=0 12.500000000000002 4.5000000000000009 1 55.500000000000007 2 3 4 1999.5000000000002 25.500000000000004 5.5000000000000009 15.500000000000002 59.500000000000007 5.5000000000000009 40.250000000000007 11.500000000000002 425.00000000000006 7729560000.000001 2001.5000000000002 6050.0000000000009 37.250000000000007 20.500000000000004 17.500000000000004 4.5000000000000009 14.500000000000002 18.500000000000004 2.5000000000000004 45.425000000000004 42.710000000000008 4.5000000000000009
decision_type=9 10 10 9 8 9 9 9 10 10 10 10 8 8 10 8 8 8 10 8 10 10 10 8 8 8 10 10 10 10
left_child=1 2 -1 20 5 16 7 8 19 12 -9 -12 -8 -13 23 -16 -5 -18 21 -7 -2 22 -19 26 -25 -26 -11 28 -22 -30
right_child=3 -3 -4 4 -6 6 9 10 -10 14 11 13 -14 -15 15 -17 17 18 -20 -21 27 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-2.275503041324309e-06 2.7809968633662548e-06 5.4367789928291013e-07 -3.9074267536406276e-05 -2.4403497932194954e-05 -1.5478764786169998e-05 -1.7097426254378775e-06 -2.1517758341504145e-07 -0.00023307453824776865 -8.1074403449103285e-05 2.0832506928434579e-05 5.9665489869125853e-05 -3.806986634064893e-05 -6.9486034318793802e-07 -7.2719406989530259e-05 0.00057398199998568724 -4.2233014101080127e-05 2.9410412220630705e-05 7.209969878374523e-07 -3.6590262232628017e-06 1.3655197439759375e-05 5.7874592479626743e-06 9.6130628084701169e-07 -1.1987288826279115e-05 0.00023272752507716489 -1.7341729399643117e-05 2.0654449525671243e-05 -9.4296293366576454e-05 0.00011882614541862395 -0.00023468170324525252 1.4061636175980661e-05
leaf_weight=44 142 121 49 32 29 28 251 32 26 32 42 28 74 26 27 78 58 239 134 148 296 307 30 131 42 333 27 37 26 59
leaf_count=44 142 121 49 32 29 28 251 32 26 32 42 28 74 26 27 78 58 239 134 148 296 307 30 131 42 333 27 37 26 59
internal_value=0.000352339 -0.00224 -0.00582979 0.00056367 0.000229099 0.000329257 -0.00013473 -0.00129032 0.000413146 0.000258449 -0.00379856 -0.00263918 -0.00104294 -0.00552727 0.000894188 -0.000943396 0.00108508 0.00123797 0.00101266 0.00149153 0.00182137 0.00135875 0.000577778 0.00123675 0.00146746 0.000904255 -0.000733333 0.00141289 0.0011623 -0.000697674
internal_weight=2928 214 93 2714 2154 2125 1325 330 202 995 128 96 325 54 670 105 800 768 710 176 560 576 269 565 506 375 59 418 381 85
internal_count=2928 214 93 2714 2154 2125 1325 330 202 995 128 96 325 54 670 105 800 768 710 176 560 576 269 565 506 375 59 418 381 85
cat_boundaries=0 27 56 57 58 59
cat_threshold=0 2048 4 134217728 2147483648 0 0 0 0 0 0 33556480 0 0 0 0 0 0 33558528 2 0 0 0 8 0 32768 64 1342177280 8 0 0 0 1 0 0 0 0 0 131076 10240 1049088 0 0 0 0 0 8192 2147483648 0 4194304 0 0 1073741824 4 0 524416 16854304 26 268
is_linear=0
shrinkage=0.04


Tree=509
num_leaves=31
num_cat=14
split_feature=7 8 7 12 3 11 8 12 2 8 2 2 12 6 1 3 5 2 2 17 3 2 6 4 12 2 2 2 6 2
split_gain=0.956792 0.900717 0.660348 0.507712 1.655 0.476667 0.855552 0.618654 0.475418 0.433524 0.466842 0.359417 0.343922 0.723486 0.875272 0.787723 1.05754 0.520927 0.421983 0.410822 0.668346 0.53784 0.454075 0.494077 0.354079 0.40141 0.336213 0.328242 0.320411 0.232872
threshold=0 1 2 3 2010.5000000000002 4 5 6 9.5000000000000018 7 12.500000000000002 50.500000000000007 8 9 1.0000000180025095e-35 1962.0000000000002 10.500000000000002 24.500000000000004 19.500000000000004 10 2015.5000000000002 80.500000000000014 11 208770000.00000003 12 2.5000000000000004 44.500000000000007 43.500000000000007 13 9.5000000000000018
decision_type=9 9 9 9 10 9 9 9 10 9 10 10 9 9 10 10 8 8 8 9 8 10 9 8 9 10 10 10 9 10
left_child=-1 5 8 4 -4 6 27 29 -3 10 -5 -12 19 14 -14 16 -15 -16 -18 20 -11 -22 -21 -24 25 -25 -8 -2 -26 -7
right_child=1 2 3 9 -6 7 26 -9 -10 12 11 -13 13 15 17 -17 18 -19 -20 22 21 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=8.0093416344432224e-06 -1.7966102608252553e-06 -7.9596130346911827e-05 9.4257426072100696e-06 -2.9224523811467701e-05 -0.00010490790464470823 -6.5517049330377831e-06 2.3335212003539821e-05 2.7045345631205182e-06 -5.5482000142615815e-06 -8.6738909648003808e-05 1.3947385722375865e-06 -3.5177683820916232e-05 0.00014138954600569255 4.5491687576707764e-05 -0.00012220728252977122 0.00014892231342281942 7.0205670472851119e-06 -7.6239160113251392e-05 -2.9002192990548961e-05 0.00029794634395482913 9.0591451982032698e-07 -4.3978916642452343e-05 -0.00010221791930661772 -0.00020210896533335028 1.4391378494797659e-05 -5.481633032163253e-07 -3.6289368413299039e-06 -1.1151788800374054e-06 -2.2282935911750682e-06 6.0644454653008703e-07
leaf_weight=224 72 25 225 41 38 90 134 283 89 39 42 27 29 41 65 74 45 62 72 131 194 29 25 29 127 121 31 28 165 330
leaf_count=224 72 25 225 41 38 90 134 283 89 39 42 27 29 41 65 74 45 62 72 131 194 29 25 29 127 121 31 28 165 330
internal_value=0.000173497 -3.97935e-05 -0.000584192 -0.000365196 0.00121168 0.000931563 -0.000507246 0.00147339 -0.003392 -0.000677867 -0.00297521 -0.0012 -0.000451152 -0.00142356 -0.0034491 3.2922e-05 -0.00155975 -0.00509375 -0.00349153 1.4713e-10 -0.00128938 -0.000482143 0.000577997 -2.51045e-05 0.000288939 -0.00124224 0.00125 -0.00324324 0.00108251 0.000464037
internal_weight=2927 2703 1735 1621 263 968 265 703 114 1358 110 69 1248 388 156 232 158 127 117 860 262 223 598 467 442 150 165 100 292 420
internal_count=2927 2703 1735 1621 263 968 265 703 114 1358 110 69 1248 388 156 232 158 127 117 860 262 223 598 467 442 150 165 100 292 420
cat_boundaries=0 17 47 63 65 67 90 92 118 120 121 122 123 124 125
cat_threshold=131072 268435456 0 524288 65536 0 0 8192 33554432 8192 0 64 128 268435456 0 0 1073741840 1073741824 8 0 0 73728 0 0 0 1 32768 0 131076 10240 1049088 0 0 0 0 0 8192 256 0 16777216 0 0 0 0 0 524288 8192 2 0 0 2097152 0 2 0 0 65536 0 0 0 268435456 0 0 32 17957120 2 4 1024 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 256 0 16777216 17015810 32 268435456 0 0 134217728 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 0 0 0 8 0 32768 67682 32 28 11 336 67648 10
is_linear=0
shrinkage=0.04


Tree=510
num_leaves=31
num_cat=15
split_feature=8 7 12 7 12 17 4 8 6 14 0 17 0 13 6 3 0 0 1 8 1 4 12 0 3 4 0 0 3 9
split_gain=1.66545 1.066 0.856635 0.710974 0.664745 0.643446 1.80132 0.637665 0.463061 0.401275 0.559763 0.386682 0.750867 0.610946 0.620736 0.673763 0.606295 0.530198 0.374731 0.350082 0.337153 0.336171 0.310621 0.284774 0.282544 0.421866 0.272867 0.336572 0.247929 0.242013
threshold=0 1 2 3 4 5 12093950000.000002 6 7 8 39.07500000000001 9 40.250000000000007 10 11 2019.5000000000002 12.250000000000002 37.250000000000007 5.5000000000000009 12 5.5000000000000009 3146480000.0000005 13 40.250000000000007 1999.5000000000002 28487750000.000004 30.500000000000004 24.500000000000004 2021.5000000000002 14
decision_type=9 9 9 9 9 9 8 9 9 9 10 9 10 9 9 8 8 8 8 9 10 8 9 10 10 8 10 10 8 9
left_child=-1 4 3 -3 8 6 -5 -4 -2 10 26 21 13 14 15 -13 -15 -16 24 -6 29 -9 -18 -23 25 -10 27 -7 -14 -12
right_child=1 2 7 5 19 9 -8 11 18 -11 20 12 28 16 17 -17 22 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.6870562604403666e-05 2.3745520872813454e-06 6.4584866445838464e-07 -3.9816193911648206e-06 -0.00043570243691753562 1.1862882663357779e-08 -1.2991744223321686e-06 6.3325080485754292e-07 9.1981506082547179e-05 2.2705691829122558e-05 1.3924140413078155e-05 -1.4982237536362538e-05 0.00043618403590157148 -3.166744145333267e-05 -1.2477951704572879e-06 -6.8498768022150928e-07 -4.2764549199681493e-05 -5.901662860584491e-06 0.00012932278916521453 1.3773194557826496e-05 1.1561416735755582e-05 3.2337626218559259e-05 -3.4849515044966167e-05 9.5551725421552367e-06 1.1962785728507811e-05 0.00019367555829379989 -7.9713369244557226e-05 -8.0419812674173968e-06 1.0869132524750783e-05 -6.7918799214615301e-05 6.2785657939856366e-06
leaf_weight=327 108 155 122 39 101 74 77 38 25 120 116 33 26 60 178 97 104 77 47 280 39 64 150 65 34 78 27 25 80 215
leaf_count=327 108 155 122 39 101 74 77 38 25 120 116 33 26 60 178 97 104 77 47 280 39 64 150 65 34 78 27 25 80 215
internal_value=4.1583e-05 -0.000294184 -0.000761044 0.000164811 0.00107018 -0.000366083 -0.00296063 -0.00150588 -0.000369637 0.000165869 -0.00034714 -0.00113123 -0.0014951 -0.00103429 -0.00207071 -0.00425532 0.000295385 -0.000827068 -0.00155897 0.00215306 0.000431267 0.000606742 0.00116078 -0.000338461 -0.00269565 -0.00373077 -0.00264567 -0.00164 -0.00463551 1.20483e-05
internal_weight=2981 2654 1981 887 673 732 116 1094 292 616 496 972 805 699 385 130 314 255 184 381 370 167 254 129 137 103 126 99 106 331
internal_count=2981 2654 1981 887 673 732 116 1094 292 616 496 972 805 699 385 130 314 255 184 381 370 167 254 129 137 103 126 99 106 331
cat_boundaries=0 30 47 48 62 64 65 88 89 90 91 92 93 116 118 120
cat_threshold=268435472 2 4 134217728 65536 0 0 0 0 0 0 131076 0 0 0 0 0 0 0 10240 0 0 0 8 0 16384 0 0 524288 4096 2 268435473 68165632 524804 0 0 37748736 8192 67584 134217744 0 64 144 0 0 0 1073746064 16919810 1 0 0 2048 2 0 0 131072 0 0 0 0 0 268435456 149538 34 35 0 0 0 0 0 0 262144 2147483648 0 0 0 0 8192 0 0 0 0 0 0 0 256 0 4194304 88 8192 35 2 402 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 68190208 32 0 20516
is_linear=0
shrinkage=0.04


Tree=511
num_leaves=31
num_cat=9
split_feature=8 12 8 1 4 0 12 3 12 2 2 2 0 2 11 9 2 2 3 2 2 2 6 12 4 0 0 3 0 3
split_gain=1.32968 2.49494 0.646789 0.513348 0.542266 0.571126 0.559318 0.598535 0.499958 0.727011 0.491099 0.665064 0.624302 0.414137 0.609012 0.492384 0.396093 0.365891 0.365333 0.322051 0.649025 0.343449 0.299565 0.227634 0.295783 0.197344 0.196528 0.187385 0.180702 0.201274
threshold=0 1 2 5.5000000000000009 4850.0000000000009 40.675000000000004 3 2011.5000000000002 4 176.00000000000003 9.5000000000000018 5.5000000000000009 18.500000000000004 27.500000000000004 5 6 12.500000000000002 199.50000000000003 1988.5000000000002 23.500000000000004 63.500000000000007 8.5000000000000018 7 8 15385520000.000002 39.07500000000001 33.175000000000004 2000.5000000000002 32.500000000000007 1992.5000000000002
decision_type=9 9 9 8 10 10 9 8 9 8 10 8 10 8 9 9 10 10 10 10 10 10 9 9 8 10 10 10 10 10
left_child=1 19 23 4 6 -6 10 18 9 -5 11 -4 -12 14 26 22 -17 28 -8 21 -21 -1 -16 24 -2 -14 -9 -20 -3 -30
right_child=2 17 3 8 5 -7 7 13 -10 -11 12 -13 25 -15 15 16 -18 -19 27 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.7499389674535344e-05 -2.1460155871874176e-05 5.7552462998372166e-06 -8.8059524428100889e-07 1.6317662020435049e-06 2.4111012345784512e-06 -0.0001839948423163132 0.00017042509793437012 -7.4410140857537818e-07 7.12173799738264e-06 -0.00018636857053943095 -1.9854777829758471e-06 -3.7566908538494213e-05 1.2336174287428646e-05 8.0609309794453496e-07 -1.9706046456666904e-06 5.2532349088285566e-05 -1.1482072319509274e-06 -9.5625257656077221e-07 -3.1276765433791535e-05 -2.2333848908847133e-07 -9.9194112602816343e-06 -4.2741816679789146e-05 1.1086672015092479e-05 6.4741618038982338e-06 7.8204769713171447e-06 1.4053198214081586e-05 -2.5136027300781168e-05 -2.7959786523760219e-05 1.6264090113955537e-07 3.4628551105462881e-05
leaf_weight=29 35 35 49 85 30 30 29 78 427 30 94 40 28 383 113 125 54 33 53 28 31 35 120 346 134 138 29 126 108 25
leaf_count=29 35 35 49 85 30 30 29 78 427 30 94 40 28 383 113 125 54 33 53 28 31 35 120 346 134 138 29 126 108 25
internal_value=0.000151672 -0.0022209 0.000457673 0.000137066 -0.000239474 -0.00393443 -8.49314e-05 0.000356824 0.00119337 -0.00111111 -0.00145556 -0.00404444 -0.000613027 0.000806202 6.92309e-05 0.000775414 0.00229474 0.000584906 -0.00156938 -0.00647761 -0.00473333 -0.00898462 -0.000442623 0.00171103 0.000422222 0.000862276 -0.00247458 -0.00224444 0.00137278 0.000686567
internal_weight=2900 324 2576 2061 1519 60 1459 1110 542 115 349 89 260 902 519 412 179 201 208 123 59 64 233 515 169 166 107 179 168 133
internal_count=2900 324 2576 2061 1519 60 1459 1110 542 115 349 89 260 902 519 412 179 201 208 123 59 64 233 515 169 166 107 179 168 133
cat_boundaries=0 29 30 60 62 63 65 67 68 69
cat_threshold=1342177280 1048576 4 134217728 0 1 0 0 0 32768 0 0 64 0 0 0 0 0 33554432 0 256 0 4194304 8 0 32768 64 0 524288 1245218 0 2048 0 0 2147549184 0 0 0 0 0 0 133124 0 512 0 0 0 0 4096 8192 128 0 0 0 0 16384 0 0 128 4096 147520 32 44032 32 1024 0 2096 14 84066336
is_linear=0
shrinkage=0.04


Tree=512
num_leaves=31
num_cat=15
split_feature=7 8 12 13 17 12 3 0 3 3 11 13 11 0 0 11 0 9 0 12 1 0 0 3 12 6 3 3 7 3
split_gain=1.03184 0.816416 0.713673 0.578091 0.551584 0.498103 0.496204 0.378134 0.722504 0.381136 0.38745 0.341578 0.336729 0.633601 0.517911 0.546677 0.383092 0.335589 0.275597 0.2631 0.36587 0.26292 0.319686 0.25853 0.236702 0.22871 0.208036 0.164572 0.164358 0.14882
threshold=0 1 2 3 4 5 1997.5000000000002 40.675000000000004 2018.5000000000002 1996.5000000000002 6 7 8 24.500000000000004 37.250000000000007 9 40.250000000000007 10 44.07500000000001 11 5.5000000000000009 36.400000000000006 24.500000000000004 2003.5000000000002 12 13 1996.5000000000002 1971.5000000000002 14 2002.5000000000002
decision_type=9 9 9 9 9 9 8 10 8 8 9 9 9 8 10 9 10 9 10 9 10 10 10 10 9 9 10 10 9 10
left_child=5 11 3 7 18 17 -7 9 -9 -3 19 -2 -6 -14 -15 23 -17 21 27 -11 25 22 -1 -16 -5 29 -23 -4 -8 -21
right_child=1 2 4 24 12 6 28 8 -10 10 -12 -13 13 14 15 16 -18 -19 -20 20 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.1882854323676685e-08 9.5981140455207149e-07 0.0015239420564848419 -1.7379182093720694e-05 5.215686023835502e-06 2.2100980036382014e-07 -5.3690581321301788e-05 7.8216714989557932e-07 -7.4989084681406916e-05 -1.0170951138689252e-05 -6.0115081475182969e-06 -6.0849481185744944e-06 2.0577680184520188e-05 -2.5323756545636035e-06 3.0874074824882682e-05 -1.1173555180634322e-05 -3.9216160251258767e-05 -2.4109835898610128e-06 7.8382019794195094e-06 1.7315354650104084e-06 5.1392638652675097e-06 7.0344949351578718e-06 -7.1232947645148056e-06 5.4766382486085329e-05 0.00016478450178910177 1.5179686303664508e-05 2.8135476523257933e-06 -0.00011763823101124627 -1.4524065484149858e-05 1.4324137577596695e-05 -2.146685926594325e-05
leaf_weight=112 182 35 74 110 161 29 281 25 90 115 140 160 37 73 96 71 39 112 26 80 67 90 51 46 115 202 32 25 206 60
leaf_count=112 182 35 74 110 161 29 281 25 90 115 140 160 37 73 96 71 39 112 26 80 67 90 51 46 115 202 32 25 206 60
internal_value=0.000247367 -0.000256863 -0.000619552 3.42859e-05 -0.00165099 0.00135498 0.00217078 -0.000465454 -0.00258621 -0.00012 -0.000336842 0.00149575 -0.00102622 -0.00169437 -0.00116564 -0.00202372 -0.00396694 0.000264706 -0.00397059 0.000179439 0.000657143 -0.000472973 0.000560976 -0.00020915 0.00177966 0.000139942 -0.00188618 -0.00524 0.00251639 -0.0010596
internal_weight=2942 2029 1687 1039 648 913 516 814 115 699 664 342 523 362 325 252 110 397 125 524 409 285 163 142 225 342 122 99 487 140
internal_count=2942 2029 1687 1039 648 913 516 814 115 699 664 342 523 362 325 252 110 397 125 524 409 285 163 142 225 342 122 99 487 140
cat_boundaries=0 17 46 48 49 50 52 53 54 56 57 59 60 62 63 80
cat_threshold=0 144 100671488 2621444 34 0 0 139264 2048 671097856 32 0 67108880 0 0 32 1073746064 268435456 2060 0 0 2147483648 1 0 2147483648 1 0 0 131076 2048 0 0 0 0 0 4096 0 0 0 0 0 0 0 4 0 524288 16878594 34 6 26 84050016 34 36 2 49184 2147483648 4 0 10244 67584 35840 32 148 0 128 0 4 0 0 0 131072 2048 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=513
num_leaves=31
num_cat=13
split_feature=7 8 12 1 7 12 11 12 7 2 3 2 12 2 2 2 2 2 2 4 6 12 2 2 4 18 1 2 2 6
split_gain=1.21823 0.631952 0.591779 0.568152 0.518463 0.503516 0.472104 0.496332 0.453705 0.442188 0.376065 0.397331 0.346825 0.323778 0.259499 0.396437 0.249919 0.247861 0.233968 0.225897 0.226551 0.335454 0.63825 0.365625 0.225574 0.257961 0.220801 0.687007 0.210776 0.20906
threshold=0 1 2 5.5000000000000009 3 4 5 6 7 32.500000000000007 1999.5000000000002 63.500000000000007 8 52.500000000000007 5.5000000000000009 14.500000000000002 14.500000000000002 80.500000000000014 13.500000000000002 6050.0000000000009 9 10 10.500000000000002 39.500000000000007 581475000.00000012 11 5.5000000000000009 44.500000000000007 14.500000000000002 12
decision_type=9 9 9 8 9 9 9 9 9 8 8 10 9 10 10 10 8 8 10 10 9 9 8 10 10 9 8 8 10 9
left_child=2 8 3 9 -3 10 -7 17 26 18 -6 13 16 19 -4 -16 -10 -8 -1 20 21 22 -12 -24 25 -9 27 -2 -23 -27
right_child=1 4 14 -5 5 6 7 24 12 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 28 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-7.9162498657501805e-05 8.9796685090262612e-06 7.1656687364352961e-06 -2.7944029019266738e-05 1.0201606922464298e-06 -0.00015401647430304379 5.1088596741346629e-07 -2.5352985352939407e-06 -7.0624138333321015e-05 -6.0612150756201724e-06 -3.8924275328512849e-07 -7.3831078777766828e-06 2.8403707653498323e-06 1.3969835591466563e-05 -1.2244769102735288e-05 0.00055984189082239702 -2.2802036563957176e-07 1.3340124197176382e-05 -8.216685839582187e-05 -0.00013485049712652302 7.9066451019441255e-05 -7.175515918010696e-06 5.8644197879715756e-06 3.1192834852166931e-06 -2.2708707554784475e-07 3.4632887936965061e-05 -1.7425956945361139e-06 1.9840722843222185e-05 -5.001433661309229e-06 2.0299387985427124e-06 -4.1992274596623623e-07
leaf_weight=42 29 215 39 53 32 283 110 28 39 39 35 143 283 25 39 90 88 25 27 33 245 73 41 26 32 156 37 37 132 485
leaf_count=42 29 215 39 53 32 283 110 28 39 39 35 143 283 25 39 90 88 25 27 33 245 73 41 26 32 156 37 37 132 485
internal_value=0.00024443 0.000532728 -0.00201176 -0.00369767 0.000223474 8.35524e-06 -0.000534513 -0.00101063 0.00177863 -0.00557798 0.000778895 0.000970822 0.0023753 0.000523732 -0.000268156 0.000584616 0.000492754 -0.00315068 -0.00748571 0.000716724 0.000520796 0.00122013 -0.000637168 0.00158824 -0.00055618 -0.000722388 -0.000596491 -0.00202985 0.00212963 -0.000554517
internal_weight=2961 2632 329 161 2119 1904 1119 836 513 108 785 753 410 610 168 129 127 135 69 585 552 307 102 67 701 669 103 66 205 641
internal_count=2961 2632 329 161 2119 1904 1119 836 513 108 785 753 410 610 168 129 127 135 69 585 552 307 102 67 701 669 103 66 205 641
cat_boundaries=0 18 44 46 63 65 67 68 82 83 84 85 86 87
cat_threshold=2 0 67371008 2105344 524288 134225986 0 536870912 0 32 32 128 268435456 0 0 0 0 128 268435456 12 0 0 0 1 0 0 1 0 0 4 2048 1049088 0 4096 0 0 0 8192 0 0 4194304 0 0 268451840 67109922 32 0 145 1644167168 524288 0 0 0 8192 0 8192 0 256 0 0 0 0 144 67177760 32 32 1536 16448 0 128 0 0 0 0 0 131072 65536 0 8192 0 0 268435456 16892160 264 67111968 4 10
is_linear=0
shrinkage=0.04


Tree=514
num_leaves=31
num_cat=9
split_feature=8 7 8 7 0 2 2 1 9 6 2 0 6 0 5 8 3 7 4 2 2 0 3 2 0 2 0 3 2 2
split_gain=1.50217 1.09967 0.914234 0.53129 0.507005 0.447004 0.548295 0.410195 0.435262 0.713652 0.90696 0.626036 0.492425 0.371578 0.43168 0.343164 0.453188 0.256185 0.285588 0.315505 0.810957 0.255072 0.250225 0.302786 0.249764 0.205807 0.201316 0.236552 0.198534 0.479616
threshold=0 1 2 3 35.600000000000009 39.500000000000007 12.500000000000002 4.5000000000000009 4 5 14.500000000000002 43.175000000000004 6 45.425000000000004 1.5000000000000002 7 2019.5000000000002 8 1300.0000000000002 15.500000000000002 5.5000000000000009 20.500000000000004 2020.5000000000002 22.500000000000004 6.5000000000000009 3.5000000000000004 43.675000000000004 1971.5000000000002 14.500000000000002 43.500000000000007
decision_type=9 9 9 9 10 10 10 10 9 9 10 10 9 10 8 9 8 9 10 8 10 8 8 10 8 10 10 10 10 10
left_child=13 5 4 -4 -3 6 -2 24 9 10 26 -12 22 14 -1 -16 -17 -11 19 20 -19 -21 -10 -24 -5 -26 27 -9 -18 -30
right_child=1 2 3 7 -6 -7 -8 8 12 17 11 -13 -14 -15 15 16 28 18 -20 21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-9.2541070006681608e-06 -4.7947260737479561e-05 -3.8288665130235169e-06 0.00061067611840164796 -4.764889870392534e-05 2.0863221792589076e-05 -2.3908694653733344e-05 3.6523300669480702e-06 -8.0761012102577907e-06 -8.3754118161796128e-05 -3.6023292246879703e-06 -0.00036304015134573534 3.688252932220782e-05 1.2984347949991082e-05 -2.1334392907343091e-05 1.7165222830360811e-06 -5.5022865518442706e-05 -7.4195114685567153e-06 3.4402005321111772e-06 -6.3864017543371748e-06 3.1685096326240748e-08 -1.1705891403394977e-05 7.4454566920628254e-06 -1.3787683821531596e-06 0.00014997910046183789 3.2440099120229965e-07 4.2496329292262902e-06 -1.5100394316881645e-05 0.002914642704833732 1.8292591214930099e-06 -8.034986337945037e-07
leaf_weight=30 98 30 106 25 415 44 73 40 37 132 54 25 179 25 111 48 47 154 39 238 155 299 62 27 97 194 28 26 50 57
leaf_count=30 98 30 106 25 415 44 73 40 37 132 54 25 179 25 111 48 47 154 39 238 155 299 62 27 97 194 28 26 50 57
internal_value=0.000115411 0.000459042 0.000711336 0.000325726 0.00232456 -0.00221239 -0.00137209 0.000155873 -0.000120321 -0.000466278 -0.00276087 -0.00605 0.00120253 -0.00223747 -0.00194186 -0.00149045 -0.00240376 -5.05835e-05 0.000200893 0.000358914 -0.000658064 0.000944238 -0.00070073 0.0004 0.00146372 0.00179452 -0.000252631 0.000955224 -0.00144516 -0.000481481
internal_weight=2945 2577 2362 1917 445 215 171 1811 1495 1190 173 79 305 368 343 313 202 1017 885 846 309 537 126 89 316 291 94 66 154 107
internal_count=2945 2577 2362 1917 445 215 171 1811 1495 1190 173 79 305 368 343 313 202 1017 885 846 309 537 126 89 316 291 94 66 154 107
cat_boundaries=0 30 48 77 94 96 97 98 128 145
cat_threshold=268435456 1048580 4 0 0 0 0 0 0 32768 0 33554432 64 0 0 0 0 0 33554432 2050 256 0 4194304 8 0 16384 64 0 0 4096 268566528 0 1073741824 2099200 0 8258 0 805306368 0 0 0 128 0 0 0 0 0 128 16 2048 0 0 2147549184 1 0 2147483648 1 0 0 2052 8192 512 0 0 0 0 4096 8192 0 0 0 0 0 268435456 0 0 524288 0 0 0 0 0 0 0 8192 0 32 0 0 128 0 0 0 1073741840 0 14484 144 262 268435456 4 0 0 0 0 0 0 0 32768 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 16384 0 0 0 4096 2 1 67108864 4 0 0 0 0 2048 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=515
num_leaves=31
num_cat=10
split_feature=8 0 2 8 2 12 13 6 4 1 2 4 2 8 12 2 2 2 0 4 4 0 0 0 12 0 0 4 6 12
split_gain=1.28858 0.859025 0.65908 0.575382 0.513313 0.449507 0.726046 0.541027 0.573857 0.451643 0.415894 0.296325 0.269909 0.214595 0.294485 0.269014 0.43705 0.232875 0.328143 0.193006 0.293557 0.19247 0.191492 0.193169 0.160852 0.258111 0.615841 0.33039 0.195132 0.345108
threshold=0 52.740000000000002 1750.0000000000002 1 99.000000000000014 2 3 4 11.000000000000002 4.5000000000000009 1.0000000180025095e-35 45.000000000000007 9.5000000000000018 5 6 10.500000000000002 5.5000000000000009 29.500000000000004 35.850000000000009 4850.0000000000009 20282.500000000004 22.250000000000004 33.175000000000004 42.960000000000008 7 44.07500000000001 40.250000000000007 141.00000000000003 8 9
decision_type=9 8 10 9 10 9 9 9 10 10 10 10 8 9 9 8 10 10 10 10 10 10 10 10 9 10 10 10 9 9
left_child=13 2 3 4 12 6 -5 11 -9 -7 -11 -8 -2 22 15 16 -15 -17 -19 24 -21 -14 -1 -24 -12 26 27 28 29 -26
right_child=1 -3 -4 5 -6 9 7 8 -10 10 19 -13 21 14 -16 17 -18 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.0014542693352031e-07 -6.9401160304886725e-06 -1.5696327090185192e-05 -2.4405217722061518e-05 8.3582882261278541e-06 -2.3984722555076301e-06 0.00013756033429991254 2.1444561571096855e-05 -5.7878717023828797e-05 3.0392134642887774e-06 -0.0001256446786757134 5.5934777290070697e-05 -0.0003196384302690873 1.7560887566503425e-06 1.1892377042732858e-07 9.5214965554277583e-07 2.4812515173772317e-06 -2.031507963484021e-05 1.6964656588947755e-07 -1.6055467571630713e-05 -2.1158854579714566e-05 1.2975199799288663e-06 -1.3314008762947769e-06 0.0016716389798726314 9.5849198421135076e-07 7.4497424524848064e-07 3.9229263919562596e-05 -4.0834322160754883e-05 5.8577736761627196e-05 2.0274432561114095e-06 -9.1894141275307531e-06
leaf_weight=37 38 43 31 105 43 165 93 138 29 54 113 25 27 43 468 89 27 157 29 26 26 138 157 46 201 75 28 68 246 162
leaf_count=37 38 43 31 105 43 165 93 138 29 54 113 25 27 43 468 89 27 157 29 26 26 138 157 46 201 75 28 68 246 162
internal_value=6.42078e-05 -0.000564456 -0.000434498 -0.000333148 -0.0020856 -4.08944e-05 -0.00119701 -0.00222973 -0.00366292 0.000354043 3.60001e-05 -6.20154e-05 -0.00131373 0.00117669 0.000839806 -5.61796e-05 -0.00225352 0.000507247 -0.000299465 0.000232558 -0.00211321 -0.000602409 0.00223108 0.00280392 0.000371365 0.000151707 -8.49857e-05 0.000159292 -0.000137705 -0.000716577
internal_weight=2927 1874 1831 1800 246 1554 390 285 167 1164 999 118 203 1053 813 345 70 275 186 945 52 165 240 203 893 780 705 677 609 363
internal_count=2927 1874 1831 1800 246 1554 390 285 167 1164 999 118 203 1053 813 345 70 275 186 945 52 165 240 203 893 780 705 677 609 363
cat_boundaries=0 26 53 55 56 57 83 85 87 88 89
cat_threshold=1073741840 8 4 134217728 2147549184 1 0 0 0 0 0 4 2048 1049088 0 0 0 0 0 10240 128 0 16777216 0 0 1073741824 0 2048 0 0 0 0 0 0 0 0 0 131072 8192 0 0 0 0 0 33554432 0 2147483904 0 4194304 0 0 0 64 67127360 32 4 90 0 8 0 134217728 2147549184 1 0 0 0 0 0 4 0 1048576 0 0 0 0 0 8192 0 0 0 0 0 1073741824 84052032 32 1056768 2 278 132130
is_linear=0
shrinkage=0.04


Tree=516
num_leaves=31
num_cat=10
split_feature=7 7 12 7 7 0 11 9 12 2 5 2 3 0 2 2 2 1 3 2 12 2 2 2 2 2 3 4 9 0
split_gain=0.809426 0.541968 0.588416 0.801851 0.601533 0.685637 0.586719 0.800426 0.711959 0.826491 0.544452 0.517023 0.458711 0.45068 0.585965 0.440048 0.453018 0.435277 0.311199 0.337194 0.305683 0.606198 0.476739 0.299752 0.277776 0.386101 0.345517 0.275684 0.263125 0.260697
threshold=0 1 2 3 4 10.500000000000002 5 6 7 7.5000000000000009 2.5000000000000004 103.50000000000001 2014.5000000000002 42.250000000000007 79.500000000000014 37.500000000000007 17.500000000000004 2.5000000000000004 2005.5000000000002 18.500000000000004 8 88.500000000000014 27.500000000000004 136.50000000000003 6.5000000000000009 4.5000000000000009 2011.5000000000002 1950.0000000000002 9 9.5000000000000018
decision_type=9 9 9 9 9 10 9 9 9 8 8 10 8 10 10 10 10 10 10 8 9 10 8 8 10 8 8 10 9 8
left_child=12 24 3 -3 5 -4 -6 11 10 -10 -9 15 -1 14 17 16 27 -11 19 -19 22 -22 -7 28 25 -2 -26 -8 -12 -5
right_child=1 2 4 29 6 20 7 8 9 13 23 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00011630945757914591 3.4688994919991103e-05 -9.2037922468447634e-07 -1.367187486814464e-06 -2.5129815864424688e-07 1.7006682071634845e-05 -3.5573739497857576e-06 -9.3264984481578893e-06 -9.5377403088995998e-05 1.5546840546005167e-05 -2.5766159891844611e-05 -1.5889023266440355e-07 -9.631371582072779e-05 -3.5334189124451191e-05 -0.00016328782441315772 -1.7699607852925598e-05 1.3311978564405708e-06 -5.8254357555040156e-05 -7.1420054841999383e-06 5.6498937227221362e-05 2.4630698653993476e-07 3.0268658974701148e-06 -3.2379455888430635e-07 1.6470759622865817e-06 0.00049600595341186399 1.1779228457023766e-06 -3.2946156502008001e-05 0.00041378379961608329 3.5902890074867898e-05 0.0012592152865044037 1.7346924303432289e-06
leaf_weight=52 26 104 26 51 116 51 109 27 67 34 230 29 156 41 42 50 34 44 37 93 172 30 65 50 36 45 133 28 102 821
leaf_count=52 26 104 26 51 116 51 109 27 67 34 230 29 156 41 42 50 34 44 37 93 172 30 65 50 36 45 133 28 102 821
internal_value=0.000111647 0.000300296 0.000118507 0.00087538 -0.000384408 0.00105916 -0.000828671 -0.00114008 -0.000478149 -0.0017561 0.000657143 -0.00306513 -0.00222831 -0.00272603 -0.00207171 -0.0025045 -0.00346512 -0.0011866 -0.000365714 -0.00124638 0.00160502 0.00247887 -0.000125984 0.00106527 0.00207171 5.55557e-05 0.00303529 -0.0024058 0.000624625 0.00127746
internal_weight=2901 2693 2453 976 1477 344 1133 1017 767 358 409 250 208 291 250 221 171 208 174 137 318 202 116 382 240 71 169 137 332 872
internal_count=2901 2693 2453 976 1477 344 1133 1017 767 358 409 250 208 291 250 221 171 208 174 137 318 202 116 382 240 71 169 137 332 872
cat_boundaries=0 18 35 37 54 71 73 75 76 77 79
cat_threshold=131074 16 0 2099200 0 134217730 0 0 0 32 0 256 0 0 0 32 0 128 268435456 1 1108353024 0 32 0 0 8192 0 134225920 32 0 0 0 0 0 16 84938016 32 0 0 0 0 0 64 0 0 65536 0 0 0 0 0 0 0 1073745920 0 128 67108864 524288 0 0 131072 0 33619968 0 0 0 0 268435456 0 0 1073745920 49152 1049600 256 12292 49154 147458 0 18432
is_linear=0
shrinkage=0.04


Tree=517
num_leaves=31
num_cat=10
split_feature=8 12 12 0 9 6 0 3 6 3 3 12 0 0 9 0 0 8 5 0 3 3 0 0 0 4 4 13 0 0
split_gain=1.04038 0.780264 0.467287 0.456595 0.437537 0.531458 0.435445 0.404474 0.366611 0.381808 0.407388 0.354466 0.3057 0.303511 0.300662 0.291048 0.925862 0.263807 0.217598 0.216758 0.208917 0.184132 0.328215 0.178729 0.291951 0.172346 0.164989 0.155161 0.287903 0.283726
threshold=0 1 2 43.175000000000004 3 4 43.175000000000004 2012.5000000000002 5 2007.5000000000002 2017.5000000000002 6 27.250000000000004 39.07500000000001 7 32.500000000000007 39.07500000000001 8 2.5000000000000004 32.500000000000007 1995.5000000000002 2004.5000000000002 14.500000000000002 40.675000000000004 38.20000000000001 199.50000000000003 86.000000000000014 9 16.750000000000004 30.500000000000004
decision_type=9 9 9 10 9 9 8 10 9 8 8 9 10 10 9 10 10 9 8 10 10 10 10 10 10 10 10 9 10 10
left_child=1 3 4 15 5 -2 8 14 23 -10 -11 21 -3 19 18 -1 -17 -16 -4 -14 -18 22 -7 24 -6 -20 -12 28 -13 -29
right_child=2 12 7 -5 6 11 -8 -9 9 10 26 27 13 -15 17 16 20 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-7.7811886288009448e-07 2.3766705294293623e-05 1.0859340039450684e-06 2.4428115054743897e-05 2.0653605236913527e-06 -9.9579587905838645e-07 -5.3887230548391909e-06 -7.9680215815255867e-05 -9.4924376049510746e-07 0.0011696090026434495 -0.00010725682391535683 -4.7143072613694519e-06 7.9418197733217022e-07 -6.3960114806477355e-08 1.2363746114230117e-06 2.8842509000680355e-07 -6.0819961636053544e-05 -5.1911462527013388e-06 1.0845798215047662e-05 -9.8549816913387801e-05 -2.2081694773776509e-06 -7.0653197028757421e-05 -2.7420271640098627e-05 1.9492915595591371e-06 -1.4083771007885209e-05 0.00059689560836779251 9.5524839437430396e-06 2.5967957551361086e-05 -1.8398648302168445e-06 -1.2507874103072537e-05 -4.1457403498624241e-06
leaf_weight=49 377 47 62 32 47 29 80 62 51 25 117 34 29 180 304 29 115 493 43 36 27 33 223 36 118 25 29 27 70 74
leaf_count=49 377 47 62 32 47 29 80 62 51 25 117 34 29 180 304 29 115 493 43 36 27 33 223 36 118 25 29 27 70 74
internal_value=0.000293389 -0.00126847 0.00065654 -0.00285932 0.000173787 0.000715262 -0.000754864 0.001316 -0.000254717 -0.00133906 -0.00230233 -0.00015968 0.000158416 -0.000406504 0.00153879 -0.00361991 -0.00439535 0.00181683 -0.000283688 -0.00272727 -0.00302098 0.000743243 0.00113834 0.000962264 0.00156627 -0.00185507 -0.00146939 -0.00138889 -0.000208696 -0.00246429
internal_weight=2903 544 2359 252 1370 867 503 989 423 222 171 490 292 245 927 220 171 797 130 65 142 285 252 201 165 68 146 205 104 101
internal_count=2903 544 2359 252 1370 867 503 989 423 222 171 490 292 245 927 220 171 797 130 65 142 285 252 201 165 68 146 205 104 101
cat_boundaries=0 27 29 31 33 34 35 37 39 69 70
cat_threshold=1342177280 12 4 0 2147483648 0 262144 0 0 32768 0 2048 8192 0 0 0 0 0 33554432 0 256 0 4194304 8 0 32768 64 67133506 2 67150914 32 1073873024 6176 402 200 8256 32 0 12304 0 0 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 0 4096 10
is_linear=0
shrinkage=0.04


Tree=518
num_leaves=31
num_cat=11
split_feature=8 7 12 8 12 9 4 7 15 12 6 2 2 3 2 2 1 1 0 12 2 0 2 2 2 2 0 0 2 2
split_gain=1.44358 1.00046 0.873939 0.780695 0.730503 0.629052 0.615328 0.493799 0.519123 0.477708 0.683606 0.605047 0.842516 0.750967 0.475824 0.45633 0.454494 0.44412 0.340002 0.329512 0.278789 0.312219 0.271327 0.585125 0.269505 0.761117 0.524965 0.225674 0.224868 0.289551
threshold=0 1 2 3 4 5 2091500000.0000002 6 7 8 9 7.5000000000000009 12.500000000000002 1.0000000180025095e-35 88.500000000000014 6.5000000000000009 3.5000000000000004 5.5000000000000009 40.675000000000004 10 10.500000000000002 16.750000000000004 48.500000000000007 29.500000000000004 34.500000000000007 15.500000000000002 36.400000000000006 32.500000000000007 25.500000000000004 35.500000000000007
decision_type=9 9 9 9 9 9 8 9 9 9 9 8 10 10 10 8 10 10 10 9 8 10 8 10 10 8 10 10 8 8
left_child=4 2 6 19 27 14 -2 -7 9 10 -9 -12 -13 -14 22 -11 -4 24 20 -3 -8 -22 23 -5 25 -6 -26 -1 -17 -30
right_child=1 3 16 5 17 7 18 8 -10 15 11 12 13 -15 -16 28 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=3.6979987032407162e-06 -8.0451548656772351e-05 5.3923336906791523e-10 -7.7436174616734306e-06 -3.0858226206804488e-07 -3.3504441304496489e-05 0.00025870321974805482 -6.352911919319906e-05 1.2409971941291539e-06 1.3133005884920107e-05 -3.3870431061511483e-05 4.6966527745178135e-05 -0.00049179102457700666 -0.00025922734228147037 1.6352167831835007e-05 -5.0553769307955801e-05 5.0316153623435124e-05 9.0088925748903936e-07 -1.4225537612353487e-07 0.00021764692550052889 1.9504117857034112e-06 -2.9943915534239322e-06 -1.9657064908793762e-06 1.6721260508867063e-05 -0.00010693827767674191 -1.0488032845205903e-05 1.3791571981961371e-06 -1.3219676719211653e-05 -1.9022677677118735e-07 -4.3735849310905025e-05 7.8643492548920574e-06
leaf_weight=39 28 122 45 113 54 118 30 110 399 111 29 25 35 38 54 192 185 53 32 489 33 102 65 30 33 40 47 65 33 155
leaf_count=39 28 122 45 113 54 118 30 110 399 111 29 25 35 38 54 192 185 53 32 489 33 102 65 30 33 40 47 65 33 155
internal_value=0.000115663 0.000438081 -0.00124464 0.000804134 -0.00232749 0.000308301 -0.0029661 0.000684714 0.000411248 -0.000227334 -0.00166129 -0.00356522 -0.00533333 -0.00308108 -0.0014359 0.000486056 0.000497925 -0.00357983 -0.00228283 0.002 -0.00301205 -0.00220588 -0.00061244 -0.00158333 -0.00470857 -0.0032 -0.00641975 0.000486957 0.00115486 0.000169312
internal_weight=2904 2573 455 2118 331 1507 225 1245 1127 728 237 127 98 73 262 491 230 227 197 611 165 135 208 143 174 94 80 104 380 188
internal_count=2904 2573 455 2118 331 1507 225 1245 1127 728 237 127 98 73 262 491 230 227 197 611 165 135 208 143 174 94 80 104 380 188
cat_boundaries=0 27 45 47 76 78 80 91 92 93 94 95
cat_threshold=0 1048584 0 0 3221225472 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 33554432 0 2147483904 0 4194304 0 0 16384 64 2 0 67108864 2621952 524320 0 131072 0 0 32 0 256 0 268435456 0 0 0 128 83920898 32 1073741824 2048 0 0 0 1 0 0 0 0 0 131076 10240 0 0 0 0 0 4096 10240 0 0 16777216 0 0 0 0 0 524288 17828096 32 257 12288 268435456 0 1048576 2048 0 0 0 0 2048 0 8224 201326592 67182944 282 17825888
is_linear=0
shrinkage=0.04


Tree=519
num_leaves=31
num_cat=10
split_feature=8 8 12 0 3 5 5 0 12 0 1 2 6 2 3 12 13 6 0 1 0 3 2 2 1 2 2 2 12 6
split_gain=1.78539 0.752491 0.848894 0.673162 0.631948 0.470577 0.410478 0.6722 0.330333 0.415896 0.91209 0.579556 0.362109 0.752552 0.462404 0.284832 0.284653 0.320799 0.259255 0.298695 0.695212 0.241386 0.239659 0.394321 0.237441 0.233422 0.289817 0.307651 0.285331 0.214158
threshold=0 1 2 52.740000000000002 1992.5000000000002 1.5000000000000002 1.0000000180025095e-35 32.500000000000007 3 36.900000000000006 5.5000000000000009 80.500000000000014 4 4.5000000000000009 1988.5000000000002 5 6 7 12.250000000000002 5.5000000000000009 18.500000000000004 2002.5000000000002 12.500000000000002 48.500000000000007 4.5000000000000009 4.5000000000000009 12.500000000000002 8.5000000000000018 8 9
decision_type=9 9 9 8 10 8 10 10 9 10 10 10 9 10 10 9 9 9 10 10 10 10 8 10 10 8 10 8 9 9
left_child=4 15 24 5 6 -4 -1 -8 12 18 11 22 13 -7 -15 -2 29 -18 -10 -20 -21 -6 -11 -24 -3 -26 27 -27 -28 -14
right_child=1 2 3 -5 21 8 7 -9 9 10 -12 -13 16 14 -16 -17 17 -19 19 20 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=2.4499041784567462e-06 1.3093402782764316e-07 7.8921530847625381e-06 -4.0750210916869212e-06 -1.4575816612417822e-05 -0.00016471747752458784 -0.00012709343875168182 1.1291712343579826e-06 -5.598350910223742e-05 -2.6301720371790055e-07 -3.3648169612407176e-07 0.0051479841177334276 -6.2551068185053691e-05 5.0328840858459292e-07 0.00014502552439470015 -8.5233200658480678e-05 5.6096667335349642e-06 4.2395890073919542e-08 8.0149682173237327e-05 1.6986188420275994e-06 1.7916083298543674e-06 -7.3494276992168051e-05 -1.2269634155870559e-05 -1.697217216343661e-05 0.00010594621784020774 1.171636788418202e-05 2.0567444638710445e-05 -3.9285207710872673e-08 -1.8121334424655623e-05 3.077406161961026e-06 -5.7523423060980948e-06
leaf_weight=61 111 108 114 43 30 28 28 44 61 110 57 51 164 45 41 351 125 278 199 41 27 52 175 34 42 38 104 66 153 176
leaf_count=61 111 108 114 43 30 28 28 44 61 110 57 51 164 45 41 351 125 278 199 41 27 52 175 34 42 38 104 66 153 176
internal_value=0.000144693 0.000424265 0.000122218 -0.000294382 -0.00327434 -0.000171395 -0.00170149 -0.00372603 4.95985e-06 -0.000600522 -0.00142991 -0.00215633 0.000539171 -0.001472 0.000275862 0.00187738 0.000864722 0.00157488 0.000462006 0.001 -0.00127536 -0.00616867 -0.0015125 -0.00230476 0.00154023 0.00111881 0.000784531 -0.000990476 0.00150388 1.44342e-10
internal_weight=2957 2742 2280 1769 215 1726 133 72 1612 755 427 370 857 114 86 462 743 403 328 267 68 82 319 209 511 403 361 104 257 340
internal_count=2957 2742 2280 1769 215 1726 133 72 1612 755 427 370 857 114 86 462 743 403 328 267 68 82 319 209 511 403 361 104 257 340
cat_boundaries=0 19 49 51 52 53 54 55 56 57 58
cat_threshold=0 12 0 0 3221225472 0 0 2147483648 0 32768 0 33554432 64 0 0 0 0 0 33554432 1073741840 2048 0 0 0 0 0 0 1 0 0 4 0 1049088 0 0 0 0 0 8192 256 0 0 8 0 0 64 0 524288 4096 17957152 2 76802 4 17908000 2 8 1048832 72
is_linear=0
shrinkage=0.04


Tree=520
num_leaves=31
num_cat=6
split_feature=7 7 8 2 4 1 6 5 15 2 4 0 2 2 2 3 3 3 9 0 2 3 0 2 2 2 2 1 2 0
split_gain=1.29544 0.618755 0.535435 0.474528 0.753482 0.392348 0.35351 0.635671 0.401801 0.30438 0.459554 0.291279 0.252245 0.24961 0.245495 0.239931 0.232026 0.831433 0.3468 0.825682 0.566859 0.395083 0.28104 0.461758 0.525024 0.331549 0.232395 0.231307 0.229987 0.354089
threshold=0 1 2 20.500000000000004 6186315000.000001 5.5000000000000009 3 10.500000000000002 4 14.500000000000002 3023950000.0000005 39.07500000000001 27.500000000000004 5.5000000000000009 92.500000000000014 2014.5000000000002 2005.5000000000002 1998.5000000000002 5 40.250000000000007 101.50000000000001 2008.5000000000002 29.500000000000004 48.500000000000007 69.500000000000014 44.500000000000007 30.500000000000004 5.5000000000000009 8.5000000000000018 35.250000000000007
decision_type=9 9 9 10 8 10 9 8 9 8 8 10 8 8 10 8 8 10 9 8 10 10 10 8 10 8 10 8 8 10
left_child=3 12 5 4 -1 -3 28 -8 -9 15 -11 -5 -2 -6 -13 -10 17 -12 19 20 21 22 23 -18 -25 -24 -21 -15 29 -4
right_child=1 2 6 11 13 -7 7 8 9 10 16 14 -14 27 -16 -17 18 -19 -20 26 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.8021818243851613e-05 1.9617892490733563e-06 -1.7581329636496505e-06 -2.2406164465719145e-06 -2.3447960442807665e-07 -6.5868721858221662e-05 -5.7151890684462825e-05 -4.9880965400937486e-05 1.887005161138228e-06 0.00021896484114762346 2.7926094647684767e-05 1.2172056883239585e-05 -1.737766805048667e-06 1.0699769573660598e-05 -9.8049903436475833e-06 0.00058335632338396299 5.4894154779099101e-07 -7.5238488077613972e-08 -5.7477413217027427e-05 5.7696727486868622e-06 -7.4593584523328688e-05 6.6889385108966773e-06 2.916001680008903e-06 -5.3089946458191421e-06 -1.555269343268538e-05 -6.6069770915575232e-08 8.2277490738623808e-06 -3.7270163353949712e-06 0.00015077924924917637 6.173003309908282e-06 6.7800311661974985e-06
leaf_weight=38 135 187 29 31 34 38 80 180 38 34 33 71 199 98 28 241 122 35 112 25 42 38 62 45 51 54 28 41 623 175
leaf_count=38 135 187 29 31 34 38 80 180 38 34 33 71 199 98 28 241 122 35 112 25 42 38 62 45 51 54 28 41 623 175
internal_value=0.000131615 0.000437142 0.000196233 -0.00214773 -0.00337736 -0.00161017 0.000402333 -3.24938e-05 0.000210342 -0.000123584 -0.000580645 -0.000305343 0.00201739 -0.00222988 0.00076 0.000985714 -0.000820987 -0.00301449 -0.000558621 -0.00102929 -0.000443373 -0.0009437 -0.00138507 -0.00222831 -0.00428866 0.000205128 -0.0057037 -0.00145714 0.0010358 -0.000117073
internal_weight=2947 2606 2272 341 211 225 2047 1220 1140 960 681 130 334 173 99 279 647 68 579 467 414 372 334 218 96 116 53 139 827 204
internal_count=2947 2606 2272 341 211 225 2047 1220 1140 960 681 130 334 173 99 279 647 68 579 467 414 372 334 218 96 116 53 139 827 204
cat_boundaries=0 18 36 62 63 64 66
cat_threshold=2 16 34603008 2621440 524288 64 0 536870912 33554432 134217760 8192 128 268435456 0 0 32 0 128 1 0 8192 4 2 0 0 268443648 0 536880128 0 0 0 0 67108864 0 4112 512 268435456 0 0 0 2147483648 0 0 0 0 0 0 2048 0 0 0 4096 0 0 33554432 0 2147483776 0 0 8 0 32768 338 2147483648 0 2180
is_linear=0
shrinkage=0.04


Tree=521
num_leaves=31
num_cat=12
split_feature=7 0 12 17 12 1 6 9 3 12 9 0 6 13 12 12 0 0 0 0 0 0 0 5 3 5 3 0 1 3
split_gain=1.59818 0.750436 0.739583 0.580195 1.21648 0.580103 0.547765 0.535549 0.509842 0.424694 0.364611 0.33286 0.322878 0.580328 0.295403 0.291923 0.514397 0.891031 0.29029 0.369116 0.279953 0.250468 0.238969 0.295754 0.249728 0.225635 0.206936 0.205309 0.441527 0.200103
threshold=0 33.175000000000004 1 2 3 3.5000000000000004 4 5 2014.5000000000002 6 7 36.400000000000006 8 9 10 11 39.07500000000001 14.500000000000002 33.175000000000004 16.750000000000004 42.710000000000008 42.250000000000007 18.500000000000004 2.5000000000000004 2010.5000000000002 1.0000000180025095e-35 2003.5000000000002 35.600000000000009 2.5000000000000004 2019.5000000000002
decision_type=9 8 9 9 9 10 9 9 10 9 9 10 9 9 9 9 10 10 10 10 8 10 8 8 10 10 10 10 10 8
left_child=1 -1 6 4 29 15 8 -7 10 26 -2 -6 14 -14 -11 16 17 -5 19 -16 25 -15 -8 -24 -25 -3 -9 28 -17 -4
right_child=2 20 3 5 11 7 22 9 -10 12 -12 -13 13 21 18 27 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=2.2151700175037441e-05 -4.6417308765836435e-06 -2.4126816472856144e-05 1.8594304344492572e-05 -8.0125411735932637e-07 -2.3480895063248764e-05 6.5458868564346821e-06 3.9346555880115375e-07 2.1088155446005769e-06 -1.469088504504472e-05 1.7856911925427058e-06 4.7399890875465669e-06 -7.7760315180971709e-05 1.8881129965076425e-05 -1.7075667108369513e-05 1.0778536502187465e-07 -0.00013983902506097519 -4.8639930251305477e-05 0.00056959744419150403 2.0667471294363302e-06 -2.8572004225499437e-06 -5.369199930612795e-05 -0.00010034934544565243 1.7617109013612354e-05 2.6323879454906921e-05 3.4373194016187754e-06 -3.7688125646461195e-07 -1.3325388871070011e-05 2.3979654152270768e-05 2.4422408305669731e-06 -3.3389691909890548e-08
leaf_weight=36 138 106 38 41 36 173 177 154 60 278 378 111 112 119 56 36 30 37 76 43 33 30 32 256 42 33 31 52 43 177
leaf_count=36 138 106 38 41 36 173 177 154 60 278 378 111 112 119 56 36 30 37 76 43 33 30 32 256 42 33 31 52 43 177
internal_value=-3.50757e-05 -0.0033242 0.000225515 -0.000301663 -0.00169437 9.37974e-05 0.00103474 0.000492078 0.000177172 8.35166e-05 0.000588008 -0.00437975 -0.000364138 -0.00145588 0.000284483 -0.00168333 -0.00309244 -0.00162025 -0.000967742 -0.00244 -0.00457803 -0.003025 0.00198456 0.00265861 0.00305017 -0.00374286 0.00173469 -0.000253521 -0.00155 0.000265487
internal_weight=2964 208 2756 1673 362 1311 1083 1072 576 899 516 147 714 261 453 239 108 78 175 99 172 149 507 330 298 139 185 131 79 215
internal_count=2964 208 2756 1673 362 1311 1083 1072 576 899 516 147 714 261 453 239 108 78 175 99 172 149 507 330 298 139 185 131 79 215
cat_boundaries=0 12 13 14 16 17 19 20 22 23 24 26 28
cat_threshold=0 16 33554432 2097152 524288 134225986 0 541065216 0 134217728 8192 256 16910626 28 68223040 32 452 1073741825 28672 33792 0 12304 76 12 81984 32 16448 32
is_linear=0
shrinkage=0.04


Tree=522
num_leaves=31
num_cat=7
split_feature=12 2 2 2 14 9 2 2 2 0 3 0 12 9 2 3 4 4 12 4 2 2 2 3 2 2 2 2 2 9
split_gain=0.582824 0.408878 0.587063 0.357949 0.34268 0.329884 0.900876 0.392935 0.641722 0.828258 0.634118 0.500107 0.316773 0.437226 0.507613 0.555561 0.365877 0.418621 0.285435 0.255044 0.23637 0.377495 0.282827 0.297123 0.281633 0.410681 0.465157 0.234969 0.270489 0.226831
threshold=0 163.00000000000003 88.500000000000014 95.500000000000014 1 2 7.5000000000000009 69.500000000000014 43.500000000000007 52.740000000000002 2020.5000000000002 18.500000000000004 3 4 4.5000000000000009 2000.5000000000002 1950.0000000000002 390.00000000000006 5 19000.000000000004 43.500000000000007 36.500000000000007 28.500000000000004 2009.5000000000002 3.5000000000000004 9.5000000000000018 16.500000000000004 22.500000000000004 11.500000000000002 6
decision_type=9 8 10 10 9 9 10 10 10 8 8 10 9 9 10 10 8 10 9 10 10 10 10 8 10 10 10 10 10 9
left_child=4 2 5 -4 20 6 -2 8 9 12 -10 -12 16 14 -14 27 17 -7 -3 29 21 22 23 -1 -25 -26 -27 28 -16 -18
right_child=1 18 3 -5 -6 7 -8 -9 10 -11 11 -13 13 -15 15 -17 19 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0012526615077999323 -0.00011394672392539474 1.4920896541530945e-05 -1.4507744336865354e-05 -2.702958260920065e-06 0.00012735915970248682 7.4143412357013442e-06 -1.9737392043898997e-07 1.2184235241513187e-06 1.0070246414903696e-06 -1.6113449299768773e-05 -7.7947186838281409e-06 -7.3049767846150222e-06 0.00016091372391354247 3.0610367183002278e-07 -5.2592853890022023e-06 0.0021624838879085485 1.4805505352182133e-05 -8.9304366961752269e-05 1.5752876073245864e-06 0.00081332217813288778 1.1000997619010831e-06 -7.1939009697579235e-07 3.5482273407584861e-06 1.0641423650567329e-06 -3.7745642271518859e-05 2.1068306902395168e-06 -1.2260333878470127e-06 -3.4295426479777874e-05 -2.8433415446065882e-05 5.6697872544103263e-07
leaf_weight=27 28 121 34 124 115 36 90 97 56 30 50 86 26 420 30 28 168 28 248 42 181 35 33 46 47 57 62 26 29 542
leaf_count=27 28 121 34 124 115 36 90 97 56 30 50 86 26 420 30 28 168 28 248 42 181 35 33 46 47 57 62 26 29 542
internal_value=2.99016e-05 -0.000257021 -0.000487062 -0.00281761 0.00112704 -0.000282405 -0.00223256 -0.000131378 -0.000282853 1.42249e-05 -0.0024456 -0.00391241 0.000159884 -0.000568421 -0.00242667 -0.00375439 0.000657799 -0.00221538 0.000962162 0.000913679 0.000625251 -3.89609e-05 0.000468865 -1.66665e-05 -0.000525821 -0.00129341 -3.33332e-05 -0.00534884 -0.00673333 0.000731364
internal_weight=2942 2339 1970 158 603 1812 118 1694 1597 1405 192 136 1375 559 139 113 816 64 369 752 488 307 272 239 212 166 119 85 59 710
internal_count=2942 2339 1970 158 603 1812 118 1694 1597 1405 192 136 1375 559 139 113 816 64 369 752 488 307 272 239 212 166 119 85 59 710
cat_boundaries=0 2 3 5 6 8 10 12
cat_threshold=16787712 2 8208 1 8208 1246274 0 16516 98304 32 0 16516
is_linear=0
shrinkage=0.04


Tree=523
num_leaves=31
num_cat=11
split_feature=7 8 12 7 12 0 11 1 0 2 0 12 0 14 0 0 3 0 2 0 8 17 2 2 5 2 13 2 2 1
split_gain=1.86203 0.91219 1.29189 0.652393 0.614574 0.482846 0.739518 1.30347 0.852834 0.696696 0.604187 0.473688 0.47325 0.46869 0.460583 0.46001 0.362703 0.358731 0.682733 0.346434 0.341531 0.473709 0.439277 0.39542 0.312625 0.298265 0.287388 0.282192 0.600398 0.274902
threshold=0 1 2 3 4 30.500000000000004 5 3.5000000000000004 39.07500000000001 22.500000000000004 40.675000000000004 6 40.250000000000007 7 29.500000000000004 45.425000000000004 2009.5000000000002 29.500000000000004 18.500000000000004 38.20000000000001 8 9 66.500000000000014 39.500000000000007 5.5000000000000009 12.500000000000002 10 13.500000000000002 57.500000000000007 5.5000000000000009
decision_type=9 9 9 9 9 8 9 10 10 8 10 9 10 9 10 8 8 10 10 8 9 9 8 10 8 8 9 10 10 8
left_child=5 2 17 4 12 -1 10 -8 -9 -10 27 13 14 16 -3 20 -5 -2 25 -4 -13 22 23 -22 -23 -19 -18 -7 -29 -28
right_child=1 3 19 11 -6 6 7 8 9 -11 -12 15 -14 -15 -16 -17 26 18 -20 -21 21 24 -24 -25 -26 -27 29 28 -30 -31
leaf_value=9.1470194022505279e-07 -4.5874888953407566e-07 -9.235138360348627e-06 -1.3434202831818793e-06 1.3389017055073906e-05 1.0484340747746437e-05 6.0572105649534614e-05 2.9616066485006406e-05 -5.3615200678987853e-05 -0.00016386446399383974 -6.3227108844554365e-05 -1.6551592067971959e-05 4.4386240102658275e-06 -0.00012289104492333052 1.6633343914616622e-05 0.00033145580647175101 6.6857905663633198e-06 4.1391094649247763e-07 -7.6274837569996441e-05 -0.00037419159580261765 4.4789361149047727e-05 -3.1791631855521051e-05 6.6460912264261037e-05 -2.9049267136109432e-05 8.0327239801081961e-06 -1.3566870990902109e-07 6.7286771671631169e-06 -1.9170954169811066e-08 -1.5561220770566171e-05 4.0044966048061131e-06 -3.5514465358364222e-05
leaf_weight=63 34 28 54 66 253 78 63 32 39 42 25 109 26 154 54 73 309 25 27 58 170 29 29 30 716 25 173 55 57 47
leaf_count=63 34 28 54 66 253 78 63 32 39 42 25 109 26 154 54 73 309 25 27 58 170 29 29 30 716 25 173 55 57 47
internal_value=-5.02716e-05 0.0003824 -0.002 0.000625384 0.00216129 -0.00237419 -0.00294898 -0.00479144 -0.00761403 -0.00531707 -0.00115044 0.000323591 -0.000403361 0.0011 0.00106024 -0.00018509 0.000561056 -0.00488525 -0.00682051 0.00104065 -0.000394834 -0.000633502 -0.00218333 -0.00159204 -0.000132275 -0.00392157 0.000218868 -0.000418848 -0.00169911 -0.000865801
internal_weight=2943 2489 223 2266 361 454 391 176 113 81 215 1905 108 749 82 1156 595 111 77 112 1083 974 229 200 745 50 529 190 112 220
internal_count=2943 2489 223 2266 361 454 391 176 113 81 215 1905 108 749 82 1156 595 111 77 112 1083 974 229 200 745 50 529 190 112 220
cat_boundaries=0 18 39 41 58 60 62 64 65 79 80 81
cat_threshold=0 17 33554432 2621440 524288 66 0 805306368 33556480 32 8192 384 0 268435456 0 32 0 128 0 0 4 0 2147483648 0 0 0 0 0 0 0 8192 0 0 4096 0 0 33554432 2048 2147483776 114690 32 131075 268435456 67117056 0 2 0 0 8192 0 134225920 0 2097152 268435456 0 0 0 1073746064 149600 32 16388 1024 167200 32 139264 0 4 0 0 0 1 0 0 0 0 0 4 2048 512 42 2
is_linear=0
shrinkage=0.04


Tree=524
num_leaves=31
num_cat=15
split_feature=7 8 0 0 4 6 7 13 11 8 4 1 9 7 11 0 9 4 6 0 1 0 13 0 0 4 0 7 4 11
split_gain=1.34891 0.817091 0.813309 0.752972 0.581886 0.590699 0.45729 0.479009 0.370463 0.395617 0.320754 0.3601 0.31435 0.314187 0.294676 0.279091 0.269467 0.202684 0.195826 0.227963 0.633111 0.172047 0.166337 0.344177 0.250024 0.144371 0.143096 0.141993 0.17437 0.187561
threshold=0 1 32.500000000000007 40.250000000000007 31889.500000000004 2 3 4 5 6 2025703500.0000002 5.5000000000000009 7 8 9 44.07500000000001 10 575.00000000000011 11 38.57500000000001 5.5000000000000009 33.175000000000004 12 29.500000000000004 30.500000000000004 33.000000000000007 33.175000000000004 13 313.50000000000006 14
decision_type=9 9 10 8 8 9 9 9 9 9 10 8 9 9 9 10 9 10 9 10 10 10 9 10 10 10 10 9 8 9
left_child=13 2 -2 6 -5 -6 7 25 -8 -10 11 -7 -11 -1 17 -13 26 18 -14 -20 -21 -9 23 -16 -24 -3 -15 -18 -29 -30
right_child=1 3 -4 4 5 10 8 21 9 12 -12 15 14 16 22 -17 27 -19 19 20 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=1.3904686569100352e-05 1.4157684365984065e-06 -2.7032680575040176e-05 -3.3563381493354881e-05 -2.2731312267760786e-05 1.9746967109482941e-05 -3.6813555233372606e-05 -4.2442254620606571e-07 -2.5671183878655121e-06 0.00090742758080189056 0.00047310465432102457 6.246645632330065e-06 0.00010401780456461214 1.6306727454978792e-06 8.2024509298975724e-07 3.4129245660945021e-05 -9.5305805248482663e-05 1.0891229814115113e-05 2.344395930547268e-05 -0.00013131648160946623 -1.9654427587034243e-05 0.0029273329728945127 1.0376279564851334e-05 -4.0779325906090821e-06 -3.4642944512611203e-06 0.00024934358856704099 -3.2441531037763858e-06 -2.1606095258189557e-05 -7.6400656452383662e-07 2.1479949041328277e-07 1.3598118942371153e-06
leaf_weight=131 25 100 85 32 108 79 155 35 105 112 42 30 160 40 30 29 109 44 27 255 37 71 29 133 164 26 66 35 208 463
leaf_count=131 25 100 85 32 108 79 155 35 105 112 42 30 160 40 30 29 109 44 27 255 37 71 29 133 164 26 66 35 208 463
internal_value=0.000182064 -0.000451143 -0.00363636 -0.000235943 -0.00199377 -0.00141176 0.000142857 -0.00144856 0.00044691 0.000708221 -0.00272251 -0.00379856 0.000443114 0.00132455 0.000175281 -0.0014 0.00103433 -0.000426966 -0.000675 -0.00122424 -0.000928327 0.000547009 0.00104632 6.89657e-05 0.00182353 -0.0030365 -0.000820513 0.00128329 0.00103766 0.00119643
internal_weight=2965 1913 110 1803 320 288 1483 232 1251 1096 180 138 991 1052 879 59 921 523 479 319 292 106 356 163 193 126 106 815 706 671
internal_count=2965 1913 110 1803 320 288 1483 232 1251 1096 180 138 991 1052 879 59 921 523 479 319 292 106 356 163 193 126 106 815 706 671
cat_boundaries=0 18 39 40 58 59 61 87 89 106 107 109 110 111 122 125
cat_threshold=16384 268435585 270336 8704 524322 134217728 131072 268574720 2048 8192 40960 2097216 128 0 67108864 0 1073741968 256 268435456 8 4 134217728 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 256 284 0 0 603979776 2621440 0 64 0 536870912 0 134217760 32 128 0 0 0 0 0 128 10 32 65536 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 4096 0 0 0 0 0 0 0 0 0 16384 1073742080 144 16384 268435456 262144 8192 2 0 0 8192 0 0 0 2097216 0 0 67108864 0 128 32772 1 12304 74 10 0 0 0 0 524288 0 0 0 2048 0 40960 4 2147483648 524288
is_linear=0
shrinkage=0.04


Tree=525
num_leaves=31
num_cat=10
split_feature=8 8 7 6 16 2 15 9 3 3 7 1 6 5 2 2 2 1 2 2 2 3 2 3 8 3 2 2 3 2
split_gain=1.71455 1.09293 0.600823 0.426523 0.921502 0.85081 0.524347 0.444689 0.41675 0.372191 0.333796 0.358325 0.291201 0.458336 0.364224 0.264915 0.963736 0.613524 0.345782 0.258016 0.249512 0.554172 0.301014 0.376439 0.240464 0.420481 0.233446 0.222333 0.222265 0.245714
threshold=0 1 2 3 4 16.500000000000004 5 6 2004.5000000000002 1998.5000000000002 7 5.5000000000000009 8 1.5000000000000002 455.00000000000006 27.500000000000004 19.500000000000004 2.5000000000000004 5.5000000000000009 12.500000000000002 94.500000000000014 1.0000000180025095e-35 25.500000000000004 2012.5000000000002 9 2006.5000000000002 53.500000000000007 11.500000000000002 1996.5000000000002 32.500000000000007
decision_type=9 9 9 9 1 10 9 9 10 10 9 10 9 8 8 8 10 10 10 8 10 10 10 8 9 10 10 10 8 10
left_child=9 -2 19 6 5 7 10 8 -5 26 11 -4 13 27 -15 16 17 -14 -19 -3 22 -22 -7 -24 25 -12 -1 -8 -26 -30
right_child=1 2 3 4 -6 20 12 -9 -10 -11 24 -13 15 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=-6.2630890892394919e-05 4.3107238681475809e-06 -2.8763306920293364e-07 -3.1239771656151921e-06 -2.0969465566981819e-07 -6.4293214655136889e-05 -2.4835125606023861e-05 -2.6168135999754963e-05 2.5674373558359777e-05 -0.00045020356357203299 -4.3814497936170794e-06 5.684041928919331e-08 8.2290408986035874e-06 7.6584545740452446e-05 7.9367555756243822e-06 -6.9513139361449989e-05 -1.5935334743715452e-06 -1.1636794226611331e-05 -5.831964775813719e-05 -5.0865598704656844e-06 6.4856837970554156e-05 -0.0001064964995154931 0.003135493718486604 -8.1051551033642008e-05 -9.4687560062032826e-05 1.1050717535789406e-05 -2.8674004220852522e-05 -3.1488639922364028e-05 1.9372012845393443e-06 1.7436407605367484e-06 1.588786649693448e-07
leaf_weight=49 343 56 80 130 39 65 26 151 30 31 117 26 26 90 25 231 25 25 53 148 29 25 31 56 40 25 36 45 476 358
leaf_count=49 343 56 80 130 39 65 26 151 30 31 117 26 26 90 25 231 25 25 53 148 29 25 31 56 40 25 36 45 476 358
internal_value=9.69544e-06 0.00021711 -8.52807e-05 -0.000279194 -0.00122751 -0.000795367 4.28828e-05 0.000525641 -0.000935672 -0.00453543 0.000536629 -0.00150427 -0.000962298 0.000324873 0.00189655 -0.00161725 -0.00310769 -0.00137143 -0.00313924 0.00193488 -0.00278261 -0.000436363 -0.00360784 -0.00513636 0.000763389 -0.000732026 -0.00627907 -0.00216667 0.00101243 0.000881437
internal_weight=2887 2771 2428 2224 556 517 1668 311 160 116 1122 106 546 186 115 360 129 104 78 204 206 54 152 87 1016 142 85 71 874 834
internal_count=2887 2771 2428 2224 556 517 1668 311 160 116 1122 106 546 186 115 360 129 104 78 204 206 54 152 87 1016 142 85 71 874 834
cat_boundaries=0 19 48 65 66 67 68 70 76 77 98
cat_threshold=0 0 4 0 2147483648 0 0 2147483648 0 0 0 33556480 0 0 0 0 0 0 33554432 1073741840 2052 0 0 0 1 0 0 1 0 0 4 2048 1048576 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 524416 0 160 0 2048 2 0 0 8192 0 134225936 8192 0 0 0 0 0 1073741840 394 2 2223505408 0 2064 0 0 68157440 4 0 64 258 0 8 0 0 0 0 0 0 0 32768 0 131072 0 0 0 0 0 0 4096 0 256
is_linear=0
shrinkage=0.04


Tree=526
num_leaves=31
num_cat=13
split_feature=7 8 7 7 9 8 13 11 0 0 3 8 11 5 5 9 0 3 3 3 0 3 17 5 3 0 13 3 0 3
split_gain=1.49407 0.89704 0.590922 0.501097 0.446195 0.453642 0.366245 0.25143 0.279929 0.542361 0.290641 0.251338 0.214794 0.253958 0.197767 0.197139 0.33927 0.199994 0.320859 0.188896 0.177093 0.165625 0.163585 0.173743 0.150847 0.148294 0.126543 0.349137 0.161109 0.12604
threshold=0 1 2 3 4 5 6 7 40.250000000000007 44.07500000000001 2017.5000000000002 8 9 4.5000000000000009 1.0000000180025095e-35 10 22.250000000000004 2001.5000000000002 2007.5000000000002 2017.5000000000002 42.710000000000008 2020.5000000000002 11 2.5000000000000004 2015.5000000000002 9.5000000000000018 12 2003.5000000000002 40.250000000000007 1995.5000000000002
decision_type=9 9 9 9 9 9 9 9 8 10 10 9 9 8 10 9 10 8 8 8 10 10 9 8 8 10 9 10 10 10
left_child=3 -2 6 11 -4 14 24 29 10 -10 15 20 -13 -14 -6 17 -17 -9 -19 -8 -1 -12 23 -18 -3 -15 27 -27 -28 -7
right_child=1 2 4 -5 5 7 19 8 9 -11 21 12 13 25 -16 16 22 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-3.7846884137216909e-06 -5.8162788833147721e-06 9.4275718739102717e-06 -3.1843918199230909e-05 1.5986102527061703e-05 0.00021097869759085941 2.0635169655501438e-05 -0.00011456046546097144 1.4132726967442051e-05 -1.3165008495571275e-05 -5.4159549339609631e-07 4.9920402072978932e-05 1.0230154829672754e-05 -5.2712940623525704e-05 -8.5470464065078446e-07 0.00020922921284288507 2.7306165658832457e-06 1.0856591018896669e-06 -0.00030162891012996544 -1.0247223326409605e-07 -8.7606899938877814e-06 0.0001951124515124174 2.206615770721941e-06 3.3356512724169657e-05 -2.4547392832080691e-05 -1.6221843637070021e-06 7.7241206580762775e-07 3.1076552128986991e-06 -0.00010734626214472753 -8.771292589289517e-06 3.5863456093762482e-07
leaf_weight=75 243 27 106 189 82 93 26 32 48 135 50 107 39 29 32 48 72 27 591 107 34 32 178 32 89 80 210 25 49 40
leaf_count=75 243 27 106 189 82 93 26 32 48 135 50 107 39 29 32 48 72 27 591 107 34 32 178 32 89 80 210 25 49 40
internal_value=0.000173497 -0.000399809 -9.25725e-05 0.00158962 0.000193909 0.000377911 -0.00186154 0.000167027 -1.59234e-05 -0.00145652 0.000233302 0.00101973 0.00137455 0.000920993 0.002688 4.07749e-05 0.000821114 -0.000363086 -0.000529887 -0.00325 -0.0007 0.00250602 0.000310954 -0.000904348 -0.000125984 0.00124873 0.00146849 0.000172414 0.00191111 0.00175
internal_weight=2927 2090 1847 837 1598 1492 249 1378 1245 183 1062 648 539 432 114 980 330 650 618 133 109 82 282 104 116 393 364 105 259 133
internal_count=2927 2090 1847 837 1598 1492 249 1378 1245 183 1062 648 539 432 114 980 330 650 618 133 109 82 282 104 116 393 364 105 259 133
cat_boundaries=0 17 47 59 76 78 90 91 93 114 117 119 120 121
cat_threshold=16384 268435585 537927680 8320 524322 0 4325376 8192 2048 0 40960 2097152 16 0 67108864 32 1073745936 1073741824 0 0 0 2147483648 0 0 2147483648 0 0 0 0 8192 0 0 4096 0 0 0 0 2147483776 0 0 0 0 0 0 0 0 4096 1 16 33554432 524292 0 0 0 536870912 33554432 134217760 0 256 0 129 537919488 0 32 0 131072 0 2048 0 40960 0 0 0 0 0 4112 256 8208 0 2056 4 0 0 1 0 0 0 0 0 4 4 49152 1536 0 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 33554432 0 256 16384 2147484672 524288 1 2080 10 12
is_linear=0
shrinkage=0.04


Tree=527
num_leaves=31
num_cat=10
split_feature=8 7 7 12 0 12 2 2 0 2 2 5 1 9 12 2 12 1 4 4 2 2 8 2 5 2 2 7 2 2
split_gain=1.28855 1.04717 0.611556 0.599074 0.574499 0.531971 0.48799 0.532413 0.575639 0.573231 0.456916 0.652055 0.540531 0.45266 1.08182 0.438761 0.412073 0.42882 0.350165 0.321167 0.292191 0.274718 0.232433 0.211639 0.19629 0.186199 0.177437 0.174153 0.317488 0.344974
threshold=0 1 2 3 30.500000000000004 4 2.5000000000000004 15.500000000000002 18.500000000000004 41.500000000000007 77.500000000000014 1.0000000180025095e-35 4.5000000000000009 5 6 7.5000000000000009 7 4.5000000000000009 642496500.00000012 481.00000000000006 4.5000000000000009 34.500000000000007 8 12.500000000000002 1.5000000000000002 595.00000000000011 49.500000000000007 9 69.500000000000014 24.500000000000004
decision_type=9 9 9 9 8 9 10 10 10 10 10 10 8 9 9 8 9 10 8 10 8 8 9 10 10 10 10 9 10 8
left_child=3 4 25 6 -2 -4 -1 -8 9 -9 12 -12 -7 16 -15 -6 24 -18 23 -19 -16 -17 27 -5 -14 26 -3 28 29 -20
right_child=1 2 5 18 15 10 7 8 -10 -11 11 -13 13 14 20 21 17 19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7719565366017151e-06 2.2032108941744509e-06 1.5307209031852822e-05 2.0101322750316866e-06 -6.5290845491250031e-05 2.4710980730935455e-06 -2.8564349730385991e-05 -9.1128169537001966e-06 6.4809191374935648e-07 8.308765132866652e-06 -7.2557202934250503e-07 -2.7811148655067853e-06 -9.0994963523076229e-05 -7.3069311406662502e-07 0.00098181539980698161 0.001131659933756685 -2.8902641249919167e-05 -0.00010197884763359205 -4.1668673208237488e-06 4.0734342905681257e-06 -4.940041991047001e-05 -3.2912714364138772e-05 -2.5926168290120272e-05 8.546262637148333e-06 2.1292359769792061e-05 3.7580132653522982e-05 -9.2508355147225243e-05 0.0002503402764267304 1.2086279940822601e-06 1.9304367057253434e-06 -8.5481248305452745e-07
leaf_weight=38 47 149 288 25 30 27 64 73 75 84 134 33 270 114 25 76 35 312 41 29 112 65 221 38 36 30 57 300 28 66
leaf_count=38 47 149 288 25 30 27 64 73 75 84 134 33 270 114 25 76 35 312 41 29 112 65 221 38 36 30 57 300 28 66
internal_value=-1.09475e-05 -0.000640425 -0.000286402 0.0011015 -0.00317904 -0.000603085 -0.000301449 -0.000861953 3.43349e-05 -0.00134177 -0.000994727 -0.00292857 -0.000665973 -0.000501071 0.000931298 -0.00439535 -0.00102742 -0.00190181 0.00174795 -0.00150877 -0.00143243 -0.00532394 0.00204566 -0.0010625 7.57099e-05 0.00155466 0.00204831 0.00139013 0.000136986 -0.000851852
internal_weight=2922 1869 1651 1053 218 1415 334 296 232 157 1127 167 960 933 251 171 682 376 719 341 137 141 656 63 306 236 206 435 135 107
internal_count=2922 1869 1651 1053 218 1415 334 296 232 157 1127 167 960 933 251 171 682 376 719 341 137 141 656 63 306 236 206 435 135 107
cat_boundaries=0 30 48 65 67 69 71 72 74 97 114
cat_threshold=16 2050 0 134217728 65536 0 0 0 0 0 0 2052 0 1049088 0 0 0 0 4096 10240 128 0 16777216 8 0 16384 64 0 524288 8192 0 16 0 2621444 0 134217730 0 537001984 0 32 0 256 0 0 0 32 0 128 0 128 537919488 0 0 0 33554432 8192 33554432 0 0 0 67108880 0 0 0 4240 68306944 32 67241248 2 0 22672 10242 98368 32 16 2048 0 134217728 65536 0 0 0 0 0 0 2048 0 512 0 0 0 0 0 0 0 0 16777216 1 0 0 4 32 0 131072 0 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=528
num_leaves=31
num_cat=12
split_feature=8 7 11 9 6 1 15 0 8 3 1 4 0 0 7 0 4 4 9 17 0 15 4 4 3 1 3 4 6 0
split_gain=1.45621 0.817876 0.795612 0.771273 0.659706 0.951091 0.603154 0.551468 0.520128 0.505917 0.500524 0.469731 0.391724 0.333211 0.35818 0.306423 0.346409 0.281068 0.225972 0.363786 0.537614 0.491053 0.30495 0.242358 0.231162 0.247389 0.21573 0.209851 0.24657 0.238188
threshold=0 1 2 3 4 1.5000000000000002 5 39.07500000000001 6 2014.5000000000002 5.5000000000000009 2091500000.0000002 22.250000000000004 43.175000000000004 7 43.175000000000004 950.00000000000011 481.00000000000006 8 9 43.675000000000004 10 25235975000.000004 4.0000000000000009 1988.5000000000002 2.5000000000000004 2013.5000000000002 45.000000000000007 11 39.07500000000001
decision_type=9 9 9 9 9 10 9 8 9 10 10 10 10 10 9 10 10 10 9 9 10 9 8 10 10 10 8 10 9 10
left_child=2 13 9 8 6 -6 -5 12 -3 15 11 -8 -7 14 -2 16 -1 -15 19 20 22 26 -10 24 25 -23 -21 28 -28 -30
right_child=1 3 -4 4 5 7 10 -9 18 -11 -12 -13 -14 17 -16 -17 -18 -19 -20 21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-7.4731975805486351e-07 1.3804514177451211e-06 4.4859167801642075e-06 -5.2738741225684335e-05 4.609734239314e-05 0.00011767715816733857 -8.2374017857373889e-06 -0.00032651680032548709 -3.9909658105406345e-05 -0.00017643770749081438 -9.3969360651122893e-05 0.0012442020183516028 4.0185662548112032e-05 -8.1808307402764132e-05 -1.7456602085221838e-05 6.8525952734688572e-05 2.2685729513193005e-05 -2.0854454427144389e-05 1.3377508908431657e-05 6.9858524017489981e-06 -5.6343389609323318e-05 7.4672522678957332e-05 2.0679600047166343e-05 -6.5550169490659046e-06 1.1219132489993798e-05 1.4671589636455134e-05 -3.5630035352222593e-07 -1.5802095441405337e-07 -3.6553984101886522e-05 0.00011921696597558522 2.9526590034315927e-06
leaf_weight=180 462 215 124 129 49 28 74 107 27 27 28 27 28 54 143 37 25 26 177 108 26 56 56 49 33 139 300 32 38 131
leaf_count=180 462 215 124 129 49 28 74 107 27 27 28 27 28 54 143 37 25 26 177 108 26 56 56 49 33 139 300 32 38 131
internal_value=-0.000115804 0.000238151 -0.00234653 -0.000199143 -0.00158004 -0.00319282 -0.000178439 -0.00480488 0.000277539 -0.00101429 -0.00202857 -0.0034902 -0.008 0.00140805 0.00174918 -0.000460905 -0.00106796 -0.000987654 -6.08621e-05 -0.000298211 -0.00236667 -1.78371e-05 -0.00414286 0.00134722 0.000838428 0.000306123 -0.000651613 -0.000310757 -9.36169e-05 0.00108889
internal_weight=2935 2542 393 1857 470 212 258 163 1387 269 129 101 56 685 605 242 205 80 1172 995 109 886 83 277 228 195 609 501 469 169
internal_count=2935 2542 393 1857 470 212 258 163 1387 269 129 101 56 685 605 242 205 80 1172 995 109 886 83 277 228 195 609 501 469 169
cat_boundaries=0 30 48 49 51 52 53 82 99 101 102 103 104
cat_threshold=1073741824 8 4 0 2147483648 1 262144 2147483648 0 32768 0 0 8192 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 32768 64 0 0 4096 131072 268435457 1048576 2097152 2 64 131072 8192 2048 32 32768 0 16 268435456 67108864 0 1073745936 256 16420 1073741952 22656 210 67108864 0 2048 0 0 0 0 0 0 0 0 0 133124 0 0 0 0 0 0 4096 0 128 0 0 8 0 0 0 0 524288 131072 1 1048576 0 0 64 131072 0 2048 32 0 0 0 268435456 0 0 4096 0 6272 50 211812352 152
is_linear=0
shrinkage=0.04


Tree=529
num_leaves=31
num_cat=11
split_feature=8 7 8 12 3 9 2 3 12 2 2 3 2 11 2 3 18 7 0 2 2 7 2 2 1 2 12 2 2 2
split_gain=1.7663 1.05914 1.0084 0.839058 0.954723 0.738703 0.688453 0.664532 0.660749 0.579716 0.632452 0.553103 0.587539 0.540897 0.514503 0.493334 0.418583 0.360645 0.331091 0.416662 0.328314 0.292096 0.369935 0.264652 0.341029 0.252981 0.297937 0.317763 0.205547 0.259285
threshold=0 1 2 3 2006.5000000000002 4 14.500000000000002 2010.5000000000002 5 50.500000000000007 17.500000000000004 1998.5000000000002 7.5000000000000009 6 69.500000000000014 2016.5000000000002 7 8 15.500000000000002 39.500000000000007 5.5000000000000009 9 59.500000000000007 4.5000000000000009 5.5000000000000009 5.5000000000000009 10 40.500000000000007 31.500000000000004 9.5000000000000018
decision_type=9 9 9 9 10 9 10 8 9 10 10 10 8 9 10 10 9 9 10 10 10 9 8 8 8 10 9 10 10 10
left_child=7 3 -3 4 11 6 16 -1 15 10 23 12 -2 18 -15 21 -4 -10 19 -14 -5 22 -7 -9 -25 -19 27 28 29 -27
right_child=1 2 5 20 -6 8 -8 9 17 -11 -12 -13 13 14 -16 -17 -18 25 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-6.7818209051828372e-05 7.107008139980958e-06 1.5859671698866367e-05 2.3282168229369195e-05 -5.7417575870603857e-05 -6.4676757915600467e-05 -6.5959354870390452e-08 -2.4680978682636777e-05 3.4147613643844212e-06 4.2236947913853504e-05 -5.3913119207232325e-05 2.3999418081171779e-05 0.0020050363169763731 1.9299979536248543e-06 -3.0448441182970894e-05 -1.265317459570448e-06 -3.2068114313744898e-06 -5.7234784167892981e-05 2.7877879618667913e-06 8.3406973022315748e-07 -2.2036746055409109e-06 7.1730270019408706e-07 1.2195584031707991e-05 3.1720361309947553e-06 -8.8405596097529469e-05 -2.8576383238718584e-05 -6.7283488354644971e-05 4.8415500404735486e-07 1.0576919009850677e-06 -7.3730495399064938e-05 -3.2052437049903738e-06
leaf_weight=31 53 251 42 51 26 73 64 27 114 41 30 26 30 106 47 40 42 280 44 40 249 257 38 33 69 31 498 132 30 147
leaf_count=31 53 251 42 51 26 73 64 27 114 41 30 26 30 106 47 40 42 280 44 40 249 257 38 33 69 31 498 132 30 147
internal_value=0.000152226 0.000442322 0.00089561 -0.000925329 -0.00217232 0.000551418 -0.00206289 -0.00312397 0.000799516 -0.00238806 -0.001275 -0.00165994 -0.00211838 -0.0028806 -0.00431707 0.00217661 0.000188235 0.000328238 -0.000512 -0.00225352 0.000643087 0.00268835 0.000688525 -0.00249231 -0.00341748 9.9203e-05 -0.000247914 -0.0011396 -0.00214354 -0.00160894
internal_weight=2942 2711 2039 672 372 1788 148 231 1640 200 159 346 320 267 153 408 84 1232 114 70 300 368 111 129 102 1118 838 340 208 178
internal_count=2942 2711 2039 672 372 1788 148 231 1640 200 159 346 320 267 153 408 84 1232 114 70 300 368 111 129 102 1118 838 340 208 178
cat_boundaries=0 26 42 72 74 76 77 78 79 96 113 114
cat_threshold=268435456 8 4 0 2147483648 0 0 0 0 0 0 33554432 0 0 0 4096 0 0 33554432 0 0 0 0 0 0 32768 268435458 128 101711872 2097152 32 8258 0 805437440 33554432 32 8192 256 0 0 0 32 16 0 0 0 0 0 0 0 1 0 0 0 10240 1048576 0 0 0 0 4096 8192 0 0 0 8 0 1342193664 0 0 524288 8192 1182818 32 256 8208 16911648 32 4 131072 0 537133056 2048 0 0 0 0 2048 0 0 0 0 0 0 0 1073741824 0 0 0 0 0 0 131072 0 2048 0 0 0 0 0 0 0 16 68231232
is_linear=0
shrinkage=0.04


Tree=530
num_leaves=31
num_cat=8
split_feature=7 7 12 3 0 0 11 3 0 0 12 0 4 0 2 6 12 2 2 2 0 3 2 2 0 12 2 2 2 2
split_gain=1.66757 0.732094 0.595583 0.896991 0.850736 0.70286 0.435067 0.745327 0.354819 0.692337 0.351405 0.383043 0.458845 0.420886 0.414218 0.347294 0.429457 0.352037 0.560976 0.295142 0.276472 0.231518 0.229456 0.226002 0.22291 0.244228 0.29057 0.36733 0.27668 0.199978
threshold=0 1 2 1997.5000000000002 42.710000000000008 24.500000000000004 3 1993.5000000000002 44.07500000000001 40.250000000000007 4 39.07500000000001 972430000.00000012 35.600000000000009 22.500000000000004 5 6 68.500000000000014 104.50000000000001 70.500000000000014 42.710000000000008 2016.5000000000002 58.500000000000007 24.500000000000004 16.750000000000004 7 17.500000000000004 41.500000000000007 12.500000000000002 5.5000000000000009
decision_type=9 9 9 10 10 10 9 10 10 10 9 10 10 8 10 9 9 8 10 8 10 8 8 10 10 9 10 10 10 10
left_child=2 -2 4 23 5 -1 8 10 9 15 22 13 20 19 -14 -3 21 -18 -19 -12 -13 -17 -8 -4 -23 -26 28 -28 -27 -10
right_child=1 6 3 -5 -6 -7 7 -9 29 -11 11 12 14 -15 -16 16 17 18 -20 -21 -22 24 -24 -25 25 26 27 -29 -30 -31
leaf_value=-2.2761578943248815e-05 6.3827941158983208e-06 0.00032221728547197291 -2.1846658831278047e-05 -5.1617428141182389e-05 -1.6911011774980769e-05 3.2615365172135178e-06 3.2304875020606992e-05 -5.6087865716942069e-05 2.9404689144057145e-06 -3.2677487655641575e-05 7.3794666095311521e-06 2.6857651392345498e-06 -7.6018342122985611e-05 0.00050332731590294012 -5.9037497480350099e-06 1.7308133617121397e-05 1.3307619521925206e-07 -2.2931641043458716e-06 3.4678879102195389e-06 -2.6316705400906093e-05 -0.00015573828404280939 3.8142323913290183e-07 6.6010685110742687e-06 -2.5509205564249385e-05 1.7159661516519425e-06 -4.3491857074712008e-06 1.1532721193780106e-05 -5.2606002300685543e-07 -5.3058634209361816e-06 1.1689323347064011e-05
leaf_weight=28 452 148 59 32 32 159 64 75 42 28 39 135 29 46 35 44 655 89 46 54 42 151 58 33 109 59 50 40 29 91
leaf_count=28 452 148 59 32 32 159 64 75 42 28 39 135 29 46 35 44 655 89 46 54 42 151 58 33 109 59 50 40 29 91
internal_value=0.000125931 0.000473102 -0.00245198 -0.00462222 -0.00106087 -6.38296e-05 0.000162287 -0.000768707 0.000505025 0.000325742 -0.000222664 -0.000818414 -0.00180165 0.000828572 -0.00467692 0.000450387 0.000224474 -0.000349563 -0.00220588 -0.000723404 -0.000741573 0.00115213 0.00156391 -0.00292473 0.000892939 0.000236111 -0.000677249 0.000879121 -0.00233708 0.00247761
internal_weight=2953 2610 343 124 219 187 2158 577 1581 1448 502 380 241 139 64 1420 1272 790 135 93 177 482 122 92 438 287 178 90 88 133
internal_count=2953 2610 343 124 219 187 2158 577 1581 1448 502 380 241 139 64 1420 1272 790 135 93 177 482 122 92 438 287 178 90 88 133
cat_boundaries=0 18 36 37 39 40 41 43 45
cat_threshold=131072 145 1073741824 2099200 0 134225922 0 541065216 33554432 134217760 0 0 0 0 0 0 0 128 268435457 268435456 67108864 262144 2 64 0 268443648 2048 9216 8192 0 0 0 67108864 0 4112 33280 16900418 49188 2147484160 199936 80 1092896 2 9472 2
is_linear=0
shrinkage=0.04


Tree=531
num_leaves=31
num_cat=13
split_feature=7 7 12 0 9 12 12 0 0 7 12 0 4 0 15 12 11 0 3 0 4 6 12 0 0 4 4 0 0 3
split_gain=1.04788 0.797189 0.793512 0.740188 0.525034 0.750681 0.515199 0.642722 0.485916 0.468375 0.403427 0.396665 0.700317 0.577666 0.620503 0.356454 0.339369 0.404147 0.347226 0.224375 0.426848 0.289103 0.204678 0.245517 0.180198 0.176345 0.172592 0.255296 0.235437 0.162201
threshold=0 1 2 39.07500000000001 3 4 5 10.500000000000002 42.250000000000007 6 7 44.07500000000001 267495000.00000003 40.250000000000007 8 9 10 9.5000000000000018 2009.5000000000002 40.675000000000004 390.00000000000006 11 12 23.500000000000004 24.500000000000004 950.00000000000011 561120000.00000012 18.500000000000004 42.960000000000008 2012.5000000000002
decision_type=9 9 9 10 9 9 9 10 10 9 9 10 10 10 9 9 9 10 10 10 10 9 9 10 10 10 10 10 10 8
left_child=2 15 3 -1 6 -6 7 -3 24 -9 19 12 13 14 22 -2 -8 -18 26 21 -21 -7 23 -11 -4 -23 27 -19 -29 -26
right_child=1 4 8 -5 5 10 16 9 -10 11 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 25 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-2.6797043085261315e-05 9.1109707933231341e-07 -9.3521595577248253e-06 1.4065820135305928e-06 -3.1984244741686821e-05 1.1781374307226486e-05 9.5750547449327613e-06 3.9448588676749405e-06 1.7272715391157705e-06 -5.0054877799955735e-05 -3.0820261293237115e-06 -1.2210689241426545e-05 4.5493842583226462e-06 -9.3411574779424242e-05 -5.6637076281990151e-05 2.9136206361182228e-06 3.0528852381105311e-05 4.6631732090748e-06 -4.7953820341904246e-07 -4.6043579042640394e-05 1.4268284047481441e-06 -0.0002171116030059046 -4.0487226664005277e-06 -2.3036992789837256e-06 2.3893611215692716e-06 0.00034495026720734708 8.1185268928563218e-05 -1.5233112478514231e-05 7.795429730746026e-06 -0.00020173314221798002 -3.4600406887596057e-06
leaf_weight=31 107 35 38 94 286 114 164 100 25 44 120 93 27 25 144 232 55 142 27 42 25 177 220 156 28 35 28 148 25 115
leaf_count=31 107 35 38 94 286 114 164 100 25 44 120 93 27 25 144 232 55 142 27 42 25 177 220 156 28 35 28 148 25 115
internal_value=0.000223218 0.000497289 -0.00185965 -0.00426471 0.000217566 0.0010321 -0.000240997 -0.000870175 -0.000258064 -0.000646913 9.92368e-05 -0.00100556 -0.00138736 -0.00109153 -0.000821239 0.00227429 0.00066 4.58717e-05 -0.000431267 0.000722772 -0.00135294 0.00117431 -0.00157773 -0.00056872 0.000461539 0.000215247 -8.13952e-05 0.000189874 0.00121839 -0.000194444
internal_weight=2902 2571 331 125 2232 799 1433 844 206 809 513 709 616 589 564 339 589 425 370 393 67 326 420 200 181 212 343 315 173 143
internal_count=2902 2571 331 125 2232 799 1433 844 206 809 513 709 616 589 564 339 589 425 370 393 67 326 420 200 181 212 343 315 173 143
cat_boundaries=0 18 36 38 40 42 44 61 63 64 66 67 68 70
cat_threshold=2 17 536870912 2099204 0 134217730 33554432 536870912 33554432 134217728 0 0 0 0 0 0 0 128 268582912 268435456 1074012160 0 2 2112 0 268443648 2048 0 0 0 128 268435456 0 0 16 256 258 34 0 10288 99616 2 83984450 34 0 128 0 0 0 0 0 0 65536 0 8192 0 0 0 0 0 4096 24642 32 67108864 66656 32 16388 88 67108866 32
is_linear=0
shrinkage=0.04


Tree=532
num_leaves=31
num_cat=10
split_feature=8 7 12 1 2 2 3 7 6 0 2 2 2 12 2 8 8 1 15 2 3 0 2 0 2 12 3 2 3 2
split_gain=1.55547 1.09785 0.853832 0.701127 0.59282 1.01432 0.622952 0.55128 0.61747 1.31511 0.92304 0.605578 0.605528 0.508514 0.49515 0.493225 0.452634 0.394223 0.444913 0.320774 0.266393 0.26081 0.258244 0.42798 0.511197 0.252818 0.260141 0.237863 0.331757 0.227286
threshold=0 1 2 5.5000000000000009 29.500000000000004 80.500000000000014 1983.0000000000002 3 4 31.500000000000004 13.500000000000002 94.500000000000014 12.500000000000002 5 4.5000000000000009 6 7 5.5000000000000009 8 16.500000000000004 1.0000000180025095e-35 33.175000000000004 17.500000000000004 31.500000000000004 49.500000000000007 9 2011.5000000000002 18.500000000000004 2016.5000000000002 27.500000000000004
decision_type=9 9 9 8 8 10 10 9 9 10 10 10 8 9 10 9 9 8 9 10 10 10 8 10 10 9 8 8 8 10
left_child=2 -2 3 -1 6 -6 -4 12 13 -10 -11 29 -3 14 -9 22 19 18 25 -16 -17 -7 -15 24 -24 -18 -27 -14 -29 -12
right_child=1 7 4 -5 5 21 -8 8 9 10 11 -13 27 15 16 20 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=7.0989549698051901e-06 0.0001699724846640004 -6.5217500327194601e-05 -3.2767741579642264e-05 -9.113773491264407e-07 1.0604775687418547e-05 -6.4059462041233259e-07 -6.3831433856604986e-05 4.3185985454525237e-06 -7.544276353184814e-05 0.0001912599098874453 -1.2849004030014964e-05 0.0004432786566855296 4.5164614918134834e-05 1.672195793034348e-06 -5.3086267039442828e-06 1.0445455395356376e-06 -5.2338112968469144e-07 2.316563388359694e-06 -9.0394434457574255e-06 -9.7173017901759123e-07 1.6132547545304487e-05 -9.6733356962763842e-05 -7.1150698152648752e-05 1.364691764454835e-05 2.7426658325941588e-07 -4.2289760823478269e-05 1.9730539092115369e-06 8.6045010278326117e-05 -7.7072339335218839e-06 -0.00010128454279018909
leaf_weight=78 216 67 59 26 47 26 31 158 46 308 97 53 32 40 31 458 107 130 172 75 105 42 26 34 28 62 217 29 95 88
leaf_count=78 216 67 59 26 47 26 31 158 46 308 97 53 32 40 31 458 107 130 172 75 105 42 26 34 28 62 217 29 95 88
internal_value=0.000124665 0.000437989 -0.0025125 0.000486957 -0.00398148 -0.00224138 -0.00659341 0.000191171 0.000382903 -0.000716418 -0.000175503 -0.00204184 -0.00165812 0.000781137 0.000174455 0.00160114 -0.000231446 0.000160229 -0.000300537 -0.00252991 0.0021115 -0.00533333 -0.000633093 -0.00188764 -0.00407273 0.000463476 0.00108966 -0.000356688 -0.001152 -0.00311828
internal_weight=2983 2674 309 104 205 115 90 2458 2235 592 546 238 223 1643 952 691 794 688 558 106 563 68 128 88 54 386 279 156 124 185
internal_count=2983 2674 309 104 205 115 90 2458 2235 592 546 238 223 1643 952 691 794 688 558 106 563 68 128 88 54 386 279 156 124 185
cat_boundaries=0 26 44 45 61 62 64 87 108 109 110
cat_threshold=1073741824 12 4 0 0 0 0 2147483648 1 0 0 33556480 0 0 0 0 0 0 33554432 2048 2147483648 0 0 0 0 49152 2 128 33554432 262144 524320 0 0 8192 0 9216 0 0 0 0 67108864 0 1073741840 32768 1082720 131072 0 536870912 2048 0 64 0 805306368 0 134217760 8224 0 0 0 0 32 394 16990274 34 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 128 0 4194304 0 0 0 0 0 0 0 0 0 0 0 0 10240 512 0 0 0 0 0 0 256 75497472 16908352
is_linear=0
shrinkage=0.04


Tree=533
num_leaves=31
num_cat=12
split_feature=8 9 2 2 12 12 11 3 17 3 2 12 13 0 6 2 2 4 2 1 13 0 2 0 12 2 12 2 2 0
split_gain=0.987199 0.56599 0.854304 0.623311 1.31572 0.609244 0.502347 1.30832 0.487603 0.406103 0.400375 0.385646 0.474063 0.564439 0.498815 0.495304 0.680386 0.378774 0.359686 0.357353 0.313798 0.475767 0.833568 0.399024 0.34801 0.347056 0.325682 0.390057 0.293822 0.310521
threshold=0 1 12.500000000000002 10.500000000000002 2 3 4 1996.5000000000002 5 1958.5000000000002 2.5000000000000004 6 7 38.57500000000001 8 19.500000000000004 42.500000000000007 425.00000000000006 89.500000000000014 5.5000000000000009 9 42.960000000000008 15.500000000000002 22.250000000000004 10 20.500000000000004 11 84.500000000000014 15.500000000000002 40.250000000000007
decision_type=9 9 10 10 9 9 9 10 9 10 10 9 9 10 9 10 10 10 10 8 9 10 8 10 9 10 9 8 8 10
left_child=20 2 -2 4 10 6 9 -8 -6 -5 -3 12 13 -7 15 -15 -17 -10 -16 -4 26 23 -23 24 25 -22 27 -1 -25 -30
right_child=1 3 19 5 8 11 7 -9 17 -11 -12 -13 -14 14 18 16 -18 -19 -20 -21 21 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-3.7287844847355699e-08 -9.3414452827758036e-07 -0.00012208808952038678 -1.9073918436601293e-05 -8.20153140483221e-06 -8.869462799970099e-06 -3.980455235640244e-06 -2.9892645994591495e-07 -0.00014565651132748437 2.5883783019842361e-05 2.2193925148839477e-05 -3.2109464327326419e-05 6.2313850627414422e-06 4.8259407795275597e-06 -0.00017874451410858334 2.2834209498381474e-05 3.5551895848656148e-05 -4.2451576646513441e-05 -6.5221490035978109e-05 -2.3357937424705881e-05 -4.2495601460692017e-06 -9.2290189793276895e-06 -9.8823393194148545e-05 8.1861916560148357e-05 4.1341960477378952e-06 3.4398967127763159e-07 -6.4578719480920623e-08 2.8428986078507769e-06 5.8859365074316228e-06 2.4948156913610678e-05 1.716532903452316e-06
leaf_weight=173 164 41 103 73 147 44 80 38 267 51 79 175 275 25 88 32 47 32 25 62 38 30 40 131 192 62 251 41 113 38
leaf_count=173 164 41 103 73 147 44 80 38 267 51 79 175 275 25 88 32 47 32 25 62 38 30 40 131 192 62 251 41 113 38
internal_value=-8.51925e-05 -0.000649812 -0.00212941 -0.00031634 -0.00136861 0.00030608 -0.0013913 -0.00316279 -0.000297593 0.000414815 -0.0048855 0.000891967 0.00033638 -0.000867647 -5.50457e-05 -0.00194783 -0.00055 0.000632258 0.00170968 -0.00421687 0.000853572 0.000268702 -0.0028169 0.000653913 -0.000382252 -0.00216216 0.00163866 0.000426667 0.00172438 0.00292105
internal_weight=2957 1848 329 1519 566 953 242 118 446 124 120 711 536 261 217 104 79 299 113 165 1109 644 70 574 292 100 465 214 282 151
internal_count=2957 1848 329 1519 566 953 242 118 446 124 120 711 536 261 217 104 79 299 113 165 1109 644 70 574 292 100 465 214 282 151
cat_boundaries=0 30 32 33 35 37 38 39 40 41 42 43 45
cat_threshold=268435472 2050 0 0 65536 1 0 0 0 0 0 131076 8256 1049088 268435456 0 0 0 4096 10240 128 0 16777216 8 0 1073741824 4 0 524288 8192 1 24592 16796736 67117088 34 36 1024 24 16891970 12 324 12 68321600 85088 32
is_linear=0
shrinkage=0.04


Tree=534
num_leaves=31
num_cat=15
split_feature=8 11 12 11 8 6 12 4 4 6 12 0 0 9 13 3 9 3 4 17 0 4 4 12 13 3 0 4 0 3
split_gain=1.10924 0.688989 0.549311 0.377734 0.628796 0.449889 0.333041 0.320796 0.371506 0.446332 0.459736 0.367543 0.313202 0.311034 0.359412 0.30378 0.284563 0.292915 0.278668 0.234213 0.233163 0.225564 0.216716 0.195158 0.21625 0.193926 0.222591 0.191885 0.189966 0.270605
threshold=0 1 2 3 4 5 6 1246835000.0000002 20046740000.000004 7 8 44.07500000000001 38.57500000000001 9 10 2021.5000000000002 11 2019.5000000000002 199.50000000000003 12 37.250000000000007 8.0000000000000018 86.000000000000014 13 14 2012.5000000000002 47.250000000000007 2188290000.0000005 43.175000000000004 1996.5000000000002
decision_type=9 9 9 9 9 9 9 8 8 9 9 10 10 9 9 8 9 10 10 9 10 10 10 9 9 8 10 10 10 10
left_child=1 28 16 23 20 6 22 18 -9 25 15 13 -3 -12 -15 -11 17 19 -7 27 -5 -21 -6 -4 -25 -10 -27 -2 29 -1
right_child=2 12 3 4 5 7 -8 8 9 10 11 -13 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-3.9272066856632529e-06 2.5400094961997807e-06 -1.0153633077230058e-05 -1.4690707060727966e-07 4.7894147732990132e-07 2.5498143070174938e-06 -1.9150538522133331e-05 4.9772536129963374e-06 -1.8334254278545293e-05 0.00018553599267965017 -8.2580151983903533e-06 -2.6508287430537726e-05 -0.00015952574143332827 -7.0384879617515147e-05 5.2846927683317527e-06 -1.3267026378579956e-05 0.00013897874273329302 8.9551011428567037e-06 -5.4903783900540514e-05 3.4266655927919266e-05 9.766259625372434e-07 -1.1379617575478106e-05 5.2724982078299968e-05 -7.1693810710693191e-05 1.4177969382763088e-06 8.5965958602556763e-07 7.0661155406136873e-07 6.2381927908704339e-05 -0.00013209815296820831 2.3612583228813413e-05 -5.8052636355357629e-05
leaf_weight=129 82 55 147 43 92 27 165 42 32 34 107 42 63 130 114 67 252 27 72 456 92 69 26 102 243 123 25 25 39 33
leaf_count=129 82 55 147 43 92 27 165 42 32 34 107 42 63 130 114 67 252 27 72 456 92 69 26 102 243 123 25 25 39 33
internal_value=0.00011502 -0.00207273 0.000386853 -3.45621e-05 -0.00040836 -7.93506e-05 0.00126531 -0.000556901 -0.000859135 -0.000628148 -0.00123564 -0.00185148 -0.0044031 -0.00146591 -0.000564706 0.00110714 0.00117571 0.000710448 0.00156 0.000897315 -0.00287671 0.00123134 -0.000372093 0.000890656 0.00140449 0.00104712 0.000483222 -0.000779661 -0.00054717 -0.00117791
internal_weight=2955 319 2636 1725 1233 1098 283 815 716 674 494 393 118 351 244 101 911 659 99 632 135 525 118 492 345 180 148 107 201 162
internal_count=2955 319 2636 1725 1233 1098 283 815 716 674 494 393 118 351 244 101 911 659 99 632 135 525 118 492 345 180 148 107 201 162
cat_boundaries=0 30 31 33 35 61 62 63 64 65 67 68 70 71 72 73
cat_threshold=1342177280 8 4 134217728 2147483648 0 262144 0 0 32768 0 33554432 0 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 0 0 0 4096 36 9474 2 32800 2147484160 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 256 0 4194304 0 0 16384 24 98368 128 67240000 0 4148 10 0 26672 41 67258368 4
is_linear=0
shrinkage=0.04


Tree=535
num_leaves=31
num_cat=8
split_feature=6 9 12 9 2 12 2 2 2 2 6 2 2 2 2 0 12 0 4 2 0 0 12 0 4 2 2 2 1 0
split_gain=0.523361 1.32358 0.90728 0.606521 1.11434 0.819984 0.815537 0.60464 0.530531 0.516393 0.421552 0.832479 0.483056 0.408591 0.380894 0.54694 0.369467 0.613106 0.467408 0.358528 0.336484 0.393974 0.315217 0.398881 0.313315 0.28596 0.335521 0.274656 0.259252 0.315962
threshold=0 1 2 3 229.00000000000003 4 595.00000000000011 70.500000000000014 6.5000000000000009 5.5000000000000009 5 6.5000000000000009 13.500000000000002 16.500000000000004 100.50000000000001 40.250000000000007 6 35.600000000000009 267495000.00000003 11.500000000000002 43.675000000000004 36.400000000000006 7 12.250000000000002 86.000000000000014 12.500000000000002 89.500000000000014 155.00000000000003 4.5000000000000009 37.750000000000007
decision_type=9 9 9 9 8 9 10 10 10 8 9 8 8 8 8 10 9 10 10 10 10 10 9 10 10 10 10 10 10 10
left_child=1 -1 9 4 19 6 7 10 16 -3 20 -12 -13 -14 15 -11 18 -18 -4 -2 21 -5 23 -10 -25 -7 -27 -28 -24 -30
right_child=3 2 8 5 -6 25 -8 -9 22 14 11 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 28 24 -26 26 27 -29 29 -31
leaf_value=1.329657302697826e-05 -2.4935607858032701e-05 1.0469530771217705e-06 5.9835747505926798e-06 4.1490211291020068e-06 0.0017231236544503292 -1.4464248811519399e-06 -0.00025160277838907956 3.7086687964305655e-06 -3.0353062593554626e-07 -1.3800516271351487e-06 -0.00012864584792850799 0.00036047035525405946 -2.4865637661472422e-05 -4.3392946932323732e-05 3.1177095087653273e-06 -1.127644462881551e-05 -4.7241750058090084e-05 -8.795181268719825e-06 -0.00033760876085516689 -3.7946466756231354e-05 3.9865416112419795e-05 -8.4909113386105216e-06 1.0359447799447258e-05 1.2263875997171149e-06 -1.0372165593207964e-05 1.4817341610587403e-05 -3.1520828435010421e-05 3.8244567854176023e-06 7.1164691157976712e-09 1.4034930506464247e-05
leaf_weight=337 58 29 117 50 33 173 26 88 34 136 70 58 25 153 43 35 34 71 28 110 30 131 87 312 40 180 26 48 186 184
leaf_count=337 58 29 117 50 33 173 26 88 34 136 70 58 25 153 43 35 34 71 28 110 30 131 87 312 40 180 26 48 186 184
internal_value=-5.18239e-05 0.000410927 -0.000160356 -0.000664567 -0.00262264 -0.000269411 -0.00117757 -0.000891089 0.000336957 -0.00231496 -0.00141313 -0.00232177 -0.00124894 -0.00227933 -0.00308837 -0.00393023 -0.0012749 -0.00293103 0.000128205 -0.00407101 1.80182e-05 -0.000637362 0.000819905 -4.03021e-05 0.000362606 0.00106849 0.0019451 -0.00032 0.00151282 0.00107817
internal_weight=2932 1673 1336 1259 201 1058 631 605 1093 243 517 306 236 178 214 171 250 105 145 168 211 181 843 386 352 427 254 74 457 370
internal_count=2932 1673 1336 1259 201 1058 631 605 1093 243 517 306 236 178 214 171 250 105 145 168 211 181 843 386 352 427 254 74 457 370
cat_boundaries=0 1 3 5 7 9 10 12 14
cat_threshold=216 1073872896 16436 147520 2 0 8228 85010434 32 256 1114146 32 99360 32
is_linear=0
shrinkage=0.04


Tree=536
num_leaves=31
num_cat=5
split_feature=8 9 8 4 1 4 2 2 9 2 2 2 3 2 2 0 2 2 2 2 4 0 3 5 2 4 3 2 6 0
split_gain=0.730374 0.634574 0.436529 0.347974 0.347714 0.690432 0.378097 1.02485 0.341874 0.410338 0.381222 0.56519 0.50818 0.442537 0.339419 0.33594 0.330834 0.320247 0.265174 0.412694 0.25437 0.249219 0.235575 0.227375 0.217934 0.215294 0.237513 0.282609 0.20555 0.288598
threshold=0 1 2 680725000.00000012 5.5000000000000009 807475000.00000012 114.50000000000001 321.00000000000006 3 16.500000000000004 43.500000000000007 54.500000000000007 2019.5000000000002 68.500000000000014 2.5000000000000004 38.20000000000001 13.500000000000002 10.500000000000002 2.5000000000000004 5.5000000000000009 16472860000.000002 42.710000000000008 2004.5000000000002 1.5000000000000002 48.500000000000007 28.000000000000004 2013.5000000000002 14.500000000000002 4 35.850000000000009
decision_type=9 9 9 10 8 10 10 10 9 10 10 10 8 10 8 10 10 10 10 10 8 10 10 8 8 10 8 10 9 10
left_child=1 3 24 17 5 8 20 -8 9 16 12 -12 -11 -13 -10 18 21 -1 -3 -20 -6 -4 28 -16 -2 26 -21 -28 -22 -30
right_child=2 15 4 -5 6 -7 7 -9 14 10 11 13 -14 -15 23 -17 -18 -19 19 25 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00037734570942313944 -8.0166092356020399e-06 3.7608527961842713e-06 -1.1282217618532537e-05 1.002559686620383e-05 0.0001245860766676284 -4.2271043899251742e-05 -7.2619748322667047e-05 0.00020321880903594972 -0.00010531719090317277 -5.6789131146396078e-05 -2.0152072082025553e-06 1.1274778654913214e-05 4.9960904015474515e-06 -1.5913923216492636e-06 -3.5355235768095588e-05 1.8564274275753697e-05 -1.9497477847982691e-06 -1.1685569645283385e-07 -6.5518060672336721e-05 -1.4666425430950696e-05 7.6610304627353765e-05 1.0527277454118463e-05 5.9040737809698672e-06 9.8691029700988797e-06 -0.00019035096444400913 1.0665818558358033e-05 2.8888061631765994e-06 1.4143946227255586e-07 6.7777327948987482e-06 -2.3980822242338413e-05
leaf_weight=29 65 58 280 40 73 25 26 41 25 50 49 35 177 203 31 391 61 38 29 36 110 47 34 378 38 31 40 355 75 93
leaf_count=29 65 58 280 40 73 25 26 41 25 50 49 35 177 203 31 391 61 38 29 36 110 47 34 378 38 31 40 355 75 93
internal_value=0.000165992 0.00100945 -0.00029891 -0.00179661 -0.00014693 -0.00046696 0.000812362 -0.00194118 -0.000341062 -0.000779846 -4.66018e-05 -0.00101389 0.00117544 -0.000200837 0.000575281 0.00134595 -0.00176864 -0.00370588 0.00072 0.000414634 0.00129534 -0.0012561 0.000792332 0.000868293 -0.00270175 0.000708423 0.000472222 0.000757576 0.000401434 -0.00049162
internal_weight=2963 1047 1916 107 1813 1361 452 67 1336 902 514 287 227 238 434 940 388 67 549 491 385 327 312 409 103 462 431 395 278 168
internal_count=2963 1047 1916 107 1813 1361 452 67 1336 902 514 287 227 238 434 940 388 67 549 491 385 327 312 409 103 462 431 395 278 168
cat_boundaries=0 29 31 61 63 64
cat_threshold=268435456 2052 4 0 65536 0 0 2147483648 0 0 0 131076 8256 1049088 0 0 0 0 0 8192 0 524288 16777216 8 0 1342193664 0 0 524416 257 8224 1073741824 0 0 134217728 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 32768 64 0 0 4096 257 14352 388
is_linear=0
shrinkage=0.04


Tree=537
num_leaves=31
num_cat=15
split_feature=7 8 4 7 12 2 2 8 9 12 6 2 7 3 15 1 2 18 7 3 3 6 5 3 2 8 2 7 2 2
split_gain=1.66822 1.02807 0.843687 0.795946 0.75369 0.631577 0.529669 0.489179 0.62871 0.459139 0.85451 0.610974 0.486576 0.450475 0.406566 0.364298 0.342191 0.442251 0.392838 0.453899 0.503304 0.324787 0.35691 0.302588 0.326278 0.302059 0.419553 0.412466 0.498341 0.515904
threshold=0 1 81348.500000000015 2 3 14.500000000000002 29.500000000000004 4 5 6 7 295.00000000000006 8 2019.5000000000002 9 1.0000000180025095e-35 1472.5000000000002 10 11 2002.5000000000002 2011.5000000000002 12 1.5000000000000002 2012.5000000000002 21.500000000000004 13 5873.5000000000009 14 9.5000000000000018 69.500000000000014
decision_type=9 9 8 9 9 10 8 9 9 9 9 8 9 8 9 10 8 9 9 10 10 9 8 8 10 9 8 9 10 10
left_child=2 5 -1 -3 -4 -2 -6 -5 15 10 11 23 -11 -8 -14 -9 18 -18 -16 21 -21 22 -20 -10 -25 27 -27 -12 -29 -30
right_child=1 3 4 7 6 -7 13 8 9 12 25 -13 14 -15 16 -17 17 -19 19 20 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-3.2904810925495552e-05 -1.6225426933837046e-05 0.00042343854320072246 1.6177244309666599e-06 2.3354353227941688e-05 -6.3275371335512123e-07 -2.8369614847564604e-07 7.3899835115642294e-06 -3.0558269173325169e-06 -1.0894172530105131e-06 1.0233146458521512e-06 8.2156410367398106e-07 0.00022072596757683388 1.7473208164328784e-06 -3.8937117555156944e-05 -1.1132883676874323e-06 7.3662292772454999e-06 8.9602943297200259e-06 -7.7405280837283287e-05 -2.0457446694501677e-05 -0.00037558093559836352 4.6252352047632423e-06 9.56342757179512e-08 2.2469295981283605e-05 -3.3055538265502477e-05 -0.00021185151614253069 4.6409785592223012e-06 -1.9522204331778948e-05 -7.8957282703933949e-05 9.8248377036002763e-08 -2.4185083775095395e-06
leaf_weight=44 48 214 116 212 81 81 26 42 30 162 115 31 117 82 107 302 40 35 41 37 72 230 135 67 29 212 25 28 100 27
leaf_count=44 48 214 116 212 81 81 26 42 30 162 115 31 117 82 107 302 40 35 41 37 72 230 135 67 29 212 25 28 100 27
internal_value=9.41504e-05 0.000453333 -0.00245556 0.000644362 -0.00176471 -0.00288571 -0.00322 0.000409606 0.000208521 -0.000121139 -0.000924444 -0.00340476 0.000429585 -0.00521101 1.93941e-05 0.00173521 -0.000355932 -0.00289474 -5.13642e-05 0.000418251 -0.00185455 0.00104177 0.00226738 -0.00485039 -0.00593814 -0.000100386 0.000919355 -0.000996441 -0.00228916 -0.00134375
internal_weight=2888 2539 349 2410 305 129 189 2196 1984 1640 664 157 976 108 814 344 697 75 622 515 109 406 176 126 96 507 237 270 155 127
internal_count=2888 2539 349 2410 305 129 189 2196 1984 1640 664 157 976 108 814 344 697 75 622 515 109 406 176 126 96 507 237 270 155 127
cat_boundaries=0 18 39 56 58 84 86 88 89 106 107 108 125 126 149 158
cat_threshold=147456 144 0 2097152 0 134217794 33554432 272629760 33554432 134225920 0 384 0 0 0 0 0 384 0 0 4 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 33554432 0 256 268435456 268435457 270336 0 2 0 0 8192 0 0 32 0 16 0 0 0 1073741840 2050 34 0 2048 0 0 0 1 0 2147483648 0 32768 0 131076 0 0 268435456 0 0 0 0 8192 0 0 0 0 0 16384 1073741824 16388 67297312 32 148 0 0 0 0 0 0 0 131072 0 32 0 0 0 268435456 0 0 4096 2149580800 4 2 0 0 524292 0 0 131072 0 0 0 0 0 0 0 0 0 128 324 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 0 0 0 4 0 0 131072 0 65536
is_linear=0
shrinkage=0.04


Tree=538
num_leaves=31
num_cat=9
split_feature=8 6 13 3 5 4 17 4 6 3 13 3 13 2 3 2 2 2 2 2 8 3 6 2 2 1 5 1 2 1
split_gain=2.13973 0.686461 0.5868 0.609023 0.748673 0.511496 0.505986 1.08619 0.87559 0.50132 0.473277 0.696646 0.466144 0.592756 0.771751 0.550427 0.444704 0.415688 0.33756 0.307315 0.30632 0.271716 0.336475 0.516072 0.257523 0.246081 0.465431 0.207528 0.232546 0.204466
threshold=0 1 2 2018.5000000000002 4.5000000000000009 10087555000.000002 3 1800.0000000000002 4 2002.5000000000002 5 2005.5000000000002 6 10.500000000000002 2001.5000000000002 11.500000000000002 13.500000000000002 36.500000000000007 7.5000000000000009 17.500000000000004 7 2001.5000000000002 8 12.500000000000002 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 5.5000000000000009 29.500000000000004 5.5000000000000009
decision_type=9 9 9 8 8 8 9 10 9 10 9 10 9 10 10 10 8 8 10 10 9 8 9 10 8 10 10 10 10 8
left_child=2 10 3 -1 -5 -6 7 9 -8 25 11 20 15 14 -14 -10 18 19 -4 -7 27 -22 -23 24 -24 26 -3 -2 -29 -19
right_child=1 6 16 4 5 17 8 -9 12 -11 -12 -13 13 -15 -16 -17 -18 29 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00012178830577993446 3.0354972364992196e-07 5.3730045561423797e-05 -1.9043101444177756e-06 -2.0415091206020523e-05 3.7853828105167377e-05 -1.6435295480814459e-06 9.5564950004353025e-06 -1.6492990349889512e-05 7.9711611157894725e-06 -9.5265025817497124e-05 1.9982240687623867e-06 3.4340329571318573e-05 3.6829942544737809e-07 0.00011359615881631718 -0.00010420909248042496 -0.00013055024019875011 1.7493353051528374e-07 -7.3615957406942604e-07 -3.5274262859266337e-05 4.0159082396977749e-05 8.6145587263517176e-05 -8.6394155559028582e-08 -2.7415722971426128e-05 -0.00012415949323795657 0.0022395086561798018 -4.4019269917260567e-05 -2.5796785983207338e-06 1.3619615430855042e-06 -1.1258613642076879e-06 -0.00039585188665992003
leaf_weight=32 256 47 31 30 29 25 263 34 39 34 895 88 107 86 27 101 159 27 28 25 29 194 41 55 25 27 69 43 53 25
leaf_count=32 256 47 31 30 29 25 263 34 39 34 895 88 107 86 27 101 159 27 28 25 29 194 41 55 25 27 69 43 53 25
internal_value=-8.20498e-06 0.000432647 -0.00264455 -0.0042549 -0.0034321 -0.00209091 -0.000501775 -0.00214414 8.20191e-05 -0.000966292 0.000897042 0.000171069 -0.00118598 1.41916e-10 -0.00165926 -0.00291391 -0.00108297 -0.00341748 -0.00406667 -0.000784314 -0.000252511 -0.00108169 -0.0014557 -0.003 -0.000835821 8.33335e-05 0.000888889 0.000573003 -0.000989691 -0.00588679
internal_weight=2924 2513 411 193 161 131 834 211 623 177 1679 784 360 220 134 140 218 102 59 50 696 344 315 121 66 143 116 352 96 52
internal_count=2924 2513 411 193 161 131 834 211 623 177 1679 784 360 220 134 140 218 102 59 50 696 344 315 121 66 143 116 352 96 52
cat_boundaries=0 27 28 29 30 31 32 33 56 57
cat_threshold=1073741824 2056 4 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 33558528 0 2147483904 0 0 8 0 0 64 154 12 9 320 2 12 0 0 0 0 0 0 0 0 0 0 0 131076 8192 0 0 0 0 0 0 0 0 0 16777216 10
is_linear=0
shrinkage=0.04


Tree=539
num_leaves=31
num_cat=6
split_feature=8 7 8 3 7 0 2 0 4 13 4 0 6 2 3 2 3 2 1 4 2 4 2 0 2 2 2 4 4 3
split_gain=1.61392 0.967797 0.980689 0.803252 0.653577 0.679603 0.730531 0.660993 0.604964 0.740199 0.499378 0.661862 0.478988 0.43697 0.414692 0.380212 0.516067 0.361931 0.328984 0.37828 0.339576 0.321253 0.30612 0.270181 0.361405 0.252622 0.218222 0.216284 0.3712 0.210872
threshold=0 1 2 2014.5000000000002 3 24.500000000000004 46.500000000000007 37.750000000000007 2560040000.0000005 4 642496500.00000012 44.07500000000001 5 301.00000000000006 2011.5000000000002 13.500000000000002 1988.5000000000002 99.000000000000014 5.5000000000000009 6789.5000000000009 19.500000000000004 111.00000000000001 27.500000000000004 18.500000000000004 12.500000000000002 23.500000000000004 51.500000000000007 1373290000.0000002 5595120000.000001 2019.5000000000002
decision_type=9 9 9 10 9 10 8 10 8 9 8 10 9 8 10 10 10 10 10 10 8 10 10 10 10 8 10 10 10 8
left_child=3 -2 23 8 10 6 -6 -7 -1 13 -4 15 29 26 18 -12 17 22 19 20 21 -14 -17 -3 -25 -22 -10 -21 -29 -9
right_child=1 2 4 -5 5 7 -8 12 9 -11 11 -13 14 -15 -16 16 -18 -19 -20 27 25 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-6.1314027297812708e-05 6.2053202475556638e-06 1.5275962999145204e-07 -6.1011768082514551e-05 -3.7816877612787142e-05 -2.4702520106486863e-06 2.6396713890899106e-05 -4.1219435393410713e-06 -5.6563898618146404e-08 -1.9413580600678533e-06 1.4446801984492716e-06 -2.5626555240322305e-05 1.1411122316483879e-05 4.7958140649086869e-06 -0.00017586200418693023 0.00013086681850832808 -3.1002723414003491e-05 0.00031525884537265736 -2.442290718964828e-05 0.00013066169214622178 2.8534843053230746e-05 -3.3783490108258223e-05 -3.1872413232740055e-05 5.3421998797794757e-06 7.9860056636885067e-07 1.3673852435664947e-05 -1.1499137952367668e-05 5.7371075193242429e-06 -1.716739330310775e-05 2.236883434816624e-05 -6.057382716958139e-05
leaf_weight=52 368 448 27 31 49 156 27 71 72 142 53 38 183 35 104 35 32 34 71 38 34 31 32 135 191 215 27 26 48 115
leaf_count=52 368 448 27 31 49 156 27 71 72 142 53 38 183 35 104 35 32 34 71 38 34 31 32 135 191 215 27 26 48 115
internal_value=-2.73877e-05 0.000328149 5.44479e-06 -0.0024973 -0.000618182 -0.000210348 -0.00384416 4.3916e-05 -0.0019696 -0.001213 -0.00242748 -0.00188444 -0.000358591 -0.0032 0.000105125 -0.00286631 -0.00170149 -0.00309804 -0.000272025 -0.000590278 -0.00109483 7.44188e-05 -0.00135294 0.0011414 0.00203058 -0.002096 -0.00204 0.00148673 0.000213333 -0.00211167
internal_weight=2920 2561 2193 359 1419 1168 76 1092 328 276 251 224 936 134 750 186 133 101 646 575 463 214 67 774 326 249 99 112 74 186
internal_count=2920 2561 2193 359 1419 1168 76 1092 328 276 251 224 936 134 750 186 133 101 646 575 463 214 67 774 326 249 99 112 74 186
cat_boundaries=0 30 47 76 88 89 90
cat_threshold=1073741824 8 4 0 2147483648 0 0 2147483648 0 0 0 33554432 0 0 0 4096 0 0 33554432 2048 256 0 0 0 0 0 0 0 0 4096 0 17 0 2623492 2 0 0 8192 2048 536870912 0 0 335544320 0 0 32 1073741840 268435456 0 0 0 0 0 0 0 0 32768 0 131076 8192 0 0 0 0 0 4096 8192 128 0 16777216 0 0 0 0 0 524288 268435456 128 536870912 0 524288 134217728 131072 4194304 33619968 32 8192 256 12 20
is_linear=0
shrinkage=0.04


Tree=540
num_leaves=31
num_cat=10
split_feature=7 8 12 7 3 2 4 3 2 2 2 3 12 2 2 2 1 4 11 0 0 2 8 7 2 0 6 3 8 2
split_gain=1.75392 0.903373 0.833257 0.781457 0.964438 0.925454 0.712612 0.833498 0.621227 0.670056 0.586933 0.566444 0.559705 0.540076 0.579397 0.498412 0.409479 0.383188 0.351687 0.303935 0.673609 0.29644 0.282876 0.30127 0.466494 0.309636 0.371949 0.282628 0.260653 0.250946
threshold=0 1 2 3 2015.5000000000002 13.500000000000002 31889.500000000004 1995.5000000000002 31.500000000000004 15.500000000000002 17.500000000000004 2004.5000000000002 4 55.500000000000007 298.50000000000006 11.500000000000002 5.5000000000000009 16000.000000000002 5 40.250000000000007 36.400000000000006 295.00000000000006 6 7 10.500000000000002 23.500000000000004 8 2004.5000000000002 9 73.500000000000014
decision_type=9 9 9 9 8 10 8 10 10 10 10 8 9 10 10 10 10 8 9 8 10 10 9 9 8 10 9 10 9 10
left_child=6 12 8 4 -4 -6 -1 16 9 11 -9 -3 17 -10 -15 18 -8 -2 27 20 -20 22 -5 24 -24 -25 -27 -13 -14 -28
right_child=1 2 3 21 5 -7 7 10 13 -11 -12 15 28 14 -16 -17 -18 -19 19 -21 -22 -23 23 25 -26 26 29 -29 -30 -31
leaf_value=-4.5677377905363798e-05 3.6932612388131048e-05 0.00040235841901853586 0.00023885284011100277 6.680745411529188e-06 -2.1339716066174539e-05 -4.5790143629806908e-05 1.8156539865502801e-07 -4.3558836288410252e-05 -7.6131045412013932e-05 1.6546490892474863e-05 -3.5795341298355868e-05 -2.7246693860269618e-05 4.0193225259285998e-07 1.2465065679950797e-06 -0.00024945630956191652 -1.6313332516888296e-05 -3.0741345771529969e-06 -4.1393370637203804e-07 -7.2674960351165132e-07 4.256045328409701e-06 -8.6058982015154302e-05 0.0001931996179697601 -6.1234026894813217e-05 -5.434527212150723e-06 -1.6828709086119501e-07 -2.5849746929133661e-06 1.0855822433884755e-05 0.0023488236425657522 1.1880224019985369e-05 0.0005541805867987135
leaf_weight=26 33 26 32 156 29 41 115 30 55 105 26 74 474 71 25 48 25 268 39 31 30 84 27 41 102 216 424 27 223 55
leaf_count=26 33 26 32 156 29 41 115 30 55 105 26 74 474 71 25 48 25 268 39 31 30 84 27 41 102 216 424 27 223 55
internal_value=0.000105441 0.000387332 -0.000164665 0.000417077 -0.00276106 -0.0056338 -0.00322747 -0.00251777 -0.00146863 -0.000629921 -0.00659649 -0.00166667 0.00133994 -0.00365789 -0.00181443 -0.002256 -0.000851064 -0.000115384 -0.00136634 -0.00288288 -0.00462857 0.000734767 0.000551859 0.000251142 -0.00145714 0.000567604 0.000775862 0.000392857 0.00196045 0.00137959
internal_weight=2958 2736 1738 1207 102 70 222 196 531 380 56 275 998 151 96 249 140 301 201 100 69 1105 1021 865 129 736 695 101 697 479
internal_count=2958 2736 1738 1207 102 70 222 196 531 380 56 275 998 151 96 249 140 301 201 100 69 1105 1021 865 129 736 695 101 697 479
cat_boundaries=0 18 44 45 63 65 68 89 106 107 130
cat_threshold=2 16 0 0 589824 8256 33554432 0 33554432 134225920 0 256 0 0 0 0 1073741824 256 0 2052 4 134217728 0 0 262144 2147483648 0 32768 0 133124 8192 1048576 0 0 0 0 4096 10240 0 0 20971520 0 0 16384 67231744 0 0 0 2097152 0 0 0 0 67584 32 0 0 0 0 0 0 0 128 66 32 4 0 524288 16 8 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 128 0 4 0 0 131072 131072 0 0 0 0 0 0 0 0 4096 128 0 0 0 0 0 0 262144 0 0 0 0 2048 0 0 0 0 0 0 0 8192 0 0 20971520
is_linear=0
shrinkage=0.04


Tree=541
num_leaves=31
num_cat=13
split_feature=7 4 12 7 15 2 2 9 12 2 3 0 2 0 2 6 4 0 2 2 14 6 0 12 12 2 2 7 7 2
split_gain=1.46193 0.767311 0.804706 0.623187 0.586815 0.827987 0.539204 0.422888 0.486183 1.23103 0.36593 0.327586 0.284938 0.322054 0.299387 0.266347 0.309034 0.356684 0.282286 0.33812 0.255714 0.269729 0.663178 0.376419 0.327786 0.443366 0.513289 0.375471 0.321968 0.262774
threshold=0 2331015000.0000005 1 2 3 595.00000000000011 163.00000000000003 4 5 50.500000000000007 1992.5000000000002 10.500000000000002 11.500000000000002 36.900000000000006 27.500000000000004 6 1511170000.0000002 35.250000000000007 78.500000000000014 8.5000000000000018 7 8 38.57500000000001 9 10 3.5000000000000004 145.50000000000003 11 12 19.500000000000004
decision_type=9 8 9 9 9 10 10 9 9 10 10 10 8 10 10 9 8 10 8 10 9 9 10 9 9 10 10 9 9 10
left_child=1 -1 -3 -2 20 6 7 -6 9 11 12 -9 -4 -14 -15 -10 -17 -18 19 -19 21 22 -5 29 28 -26 27 -27 -23 -24
right_child=3 2 10 4 5 -7 -8 8 15 -11 -12 -13 13 14 -16 16 17 18 -20 -21 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=-5.7217807463537966e-05 1.5172956852498776e-05 6.632577517208428e-06 2.155343855021595e-05 -0.00011722337491824513 -3.0752422470491485e-05 -0.00014298887123799555 0.00013101546844039805 -6.5003140405440897e-07 2.6608670012193289e-06 -1.8723552565235891e-05 -2.1070941596183598e-05 4.1564776265193073e-06 -7.6799574982003359e-07 -3.0369895662419946e-05 -1.252398436164585e-05 3.0508944915347844e-05 3.1611362427346877e-06 1.3444908632233214e-05 2.6057071793559316e-05 -2.5736332834916744e-05 1.3323370993172925e-05 -3.7813945593834718e-07 -5.2519703381220398e-05 7.6500405502371112e-06 5.5940863576347511e-06 1.1450565228297578e-07 4.4841835340914455e-05 -4.2607981449648603e-06 3.0254914853838038e-06 0.00079847292267425075
leaf_weight=42 130 131 36 26 116 28 45 29 141 35 36 167 48 33 26 54 32 25 30 64 156 126 59 111 45 219 44 273 581 47
leaf_count=42 130 131 36 26 116 28 45 29 141 35 36 167 48 33 26 54 32 25 30 64 156 126 59 111 45 219 44 273 581 47
internal_value=0.000197548 -0.00218182 -0.00154341 0.000528913 0.000378247 -0.000535392 -0.000281461 -0.000559078 -8.84352e-05 -0.00147107 -0.00317895 -0.000284264 -0.00241667 -0.00344444 -0.0054 0.000851541 -9.25924e-05 -0.00102632 -0.00203333 -0.00315556 0.000793875 0.000625162 -0.000582677 0.000128441 0.000856043 0.000141892 -0.000178771 -0.000551724 0.00143175 -0.00150427
internal_weight=2935 352 310 2583 2453 766 738 693 577 231 179 196 143 107 59 346 205 151 119 89 1687 1531 243 217 1288 581 536 492 707 106
internal_count=2935 352 310 2583 2453 766 738 693 577 231 179 196 143 107 59 346 205 151 119 89 1687 1531 243 217 1288 581 536 492 707 106
cat_boundaries=0 18 19 36 37 39 41 42 43 44 45 47 55 63
cat_threshold=131072 268435600 33554432 0 524290 134225984 33554432 0 33554432 134225920 0 0 0 0 0 0 4096 128 16911426 0 0 1073750016 512 0 2048 0 268443648 0 0 0 128 0 0 0 0 128 2348810240 256 8196 67127298 32 28 8208 20 40962 67167234 32 0 0 0 0 0 0 131072 131072 0 0 68157440 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=542
num_leaves=31
num_cat=8
split_feature=11 8 1 8 0 3 18 2 3 12 3 2 17 3 2 2 0 1 2 12 2 0 2 2 2 0 4 1 16 4
split_gain=1.19625 0.969906 0.559479 0.363702 0.511701 0.78889 0.766394 0.463602 0.405116 0.447379 0.585916 0.519486 0.364398 0.55302 0.322022 0.332605 0.294877 0.289975 0.310913 0.252464 0.373471 0.257657 0.248998 0.232351 0.330487 0.341314 0.231321 0.304647 0.226377 0.214242
threshold=0 1 4.5000000000000009 2 40.250000000000007 2018.5000000000002 3 100.50000000000001 1992.5000000000002 4 2001.5000000000002 5.5000000000000009 5 2020.5000000000002 48.500000000000007 12.500000000000002 33.175000000000004 5.5000000000000009 40.500000000000007 6 2.5000000000000004 44.07500000000001 22.500000000000004 15.500000000000002 14.500000000000002 40.675000000000004 642496500.00000012 4.5000000000000009 7 15385520000.000002
decision_type=9 9 10 9 8 8 9 8 8 9 8 8 9 8 8 10 10 10 8 9 10 10 10 10 8 10 10 10 1 8
left_child=2 19 -1 14 8 -6 -7 -8 -5 10 -10 -12 13 -11 15 -3 -4 18 -13 23 -21 29 -18 24 25 -2 27 -26 -25 -22
right_child=1 3 16 4 5 6 7 -9 9 12 11 17 -14 -15 -16 -17 22 -19 -20 20 21 -23 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-0.0001281772425117415 3.3997417167330858e-06 -4.8522267322891085e-05 6.846281009395124e-06 0.00029341643217667179 -1.1453193572449677e-05 -6.4524978751150528e-05 8.2839848162704964e-06 -0.00052768351022951232 -0.00010950321891424429 -6.0079962253482053e-05 -2.8099746415911999e-05 -2.1175310455693484e-06 4.2930702657716348e-06 2.3564190588814004e-06 -3.3058507011614049e-05 1.2123658749864498e-05 -4.1819323620577399e-05 -3.6401073382521033e-05 1.2037234136386469e-05 4.2235658665205188e-06 -2.0607713295258346e-06 2.3157995915135494e-05 -9.301513695443902e-06 7.2079669146349047e-05 1.5076969189726464e-05 -3.5674239244340217e-06 2.5014788921851049e-05 -4.2542083483583196e-06 4.6076455907431594e-07 8.4214761428185289e-08
leaf_weight=27 152 49 27 44 45 54 126 31 25 26 46 140 715 107 26 25 25 38 117 99 40 26 29 140 44 25 26 37 219 391
leaf_count=27 152 49 27 44 45 54 126 31 25 26 46 140 715 107 26 25 25 38 117 99 40 26 29 140 44 25 26 37 219 391
internal_value=0.00016564 0.000330028 -0.00376471 -0.000310154 -0.000146885 -0.00177432 -0.000735849 0.000683544 0.000184273 4.60907e-05 -0.00110345 -0.000690058 0.000549476 -0.00130556 -0.00252252 -0.00138667 -0.00239024 -6.75674e-05 0.000418605 0.00118678 0.000536155 6.11355e-05 -0.00407273 0.00173089 0.000898246 0.00195506 -0.000851852 -0.00190244 0.00243333 -0.000175926
internal_weight=2921 2813 108 1614 1514 256 211 157 1258 1214 366 341 848 133 100 74 81 295 257 1199 556 457 54 643 284 177 107 81 359 431
internal_count=2921 2813 108 1614 1514 256 211 157 1258 1214 366 341 848 133 100 74 81 295 257 1199 556 457 54 643 284 177 107 81 359 431
cat_boundaries=0 3 33 63 64 66 67 68 69
cat_threshold=2 721408 4097 1073741824 2048 0 134217728 65536 1 0 0 0 32768 0 131076 10240 1049088 0 4096 0 0 0 8192 384 0 16777216 8 0 16384 4 0 0 8192 0 0 4 0 2147483648 0 0 0 0 0 0 0 64 0 0 0 0 0 0 2048 2147483648 0 0 0 0 32768 0 0 0 4096 4 67184640 32 19 1156354 2
is_linear=0
shrinkage=0.04


Tree=543
num_leaves=31
num_cat=12
split_feature=7 12 7 16 3 4 11 2 4 12 7 6 1 2 12 2 2 2 12 2 2 3 12 2 2 2 2 3 1 15
split_gain=1.82681 1.00643 0.942015 0.734481 0.837158 0.67938 0.552578 0.387299 0.422014 0.4181 0.302178 0.306996 0.48403 0.468591 0.654338 0.627937 0.590181 0.435355 0.374407 0.499893 0.474731 0.303488 0.286571 0.370228 1.24941 0.282779 0.254125 0.249316 0.246741 0.294381
threshold=0 1 2 3 2021.5000000000002 86.000000000000014 4 3.5000000000000004 552615000.00000012 5 6 7 5.5000000000000009 27.500000000000004 8 13.500000000000002 19.500000000000004 19.500000000000004 9 14.500000000000002 25.500000000000004 2005.5000000000002 10 70.500000000000014 39.500000000000007 9.5000000000000018 3.5000000000000004 2011.5000000000002 5.5000000000000009 11
decision_type=9 9 9 1 8 10 9 8 8 9 9 9 10 10 9 10 8 10 9 10 10 8 9 8 10 8 10 8 10 9
left_child=1 5 22 4 -3 -1 -4 -8 25 -10 -11 12 13 14 16 -16 -12 -17 19 -13 -21 -15 23 24 -2 -9 -6 -22 29 -20
right_child=2 3 6 -5 26 -7 7 8 9 10 11 18 -14 21 15 17 -18 -19 28 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8198355078539477e-05 1.1244746715466042e-06 3.6260289416842476e-05 4.7246198517160289e-06 -3.9622535747494756e-05 -4.7995786491803677e-06 -1.8636488321208918e-05 3.7829703446047896e-06 -4.7050288080245921e-06 1.7817472954825589e-06 7.4605732861516408e-05 -3.4831442976116016e-06 -9.9842653242034851e-07 2.0837937876510929e-06 -5.1053571621679848e-05 6.3120541848567305e-06 -3.4850803168527251e-05 -9.801432671739679e-05 1.5046470831515243e-05 8.9288322799686883e-07 -0.00014178973577417932 -4.5647692325212843e-05 1.3677312724881576e-06 2.5791748441431003e-06 9.4232699389443052e-07 -1.4229245397911143e-05 1.4474661857779516e-05 -2.4775895993722758e-05 -2.1084437601584976e-06 1.8692638719674942e-05 -2.7814606668907749e-05
leaf_weight=96 109 51 131 34 27 25 178 46 338 124 73 54 67 27 98 41 47 34 149 29 26 185 342 81 37 149 84 49 29 115
leaf_count=96 109 51 131 34 27 25 178 46 338 124 73 54 67 27 98 41 47 34 149 29 26 185 342 81 37 149 84 49 29 115
internal_value=0.000215577 -0.00259756 0.000572986 -0.0043285 -0.0033865 0.000333333 0.000158 -2.5682e-05 -0.000214158 -0.000444145 -0.000804836 -0.00103288 -0.000397942 -0.000830039 -0.00186395 -0.000152174 -0.00396947 -0.00289474 -0.00180952 -0.00336095 -0.00518095 0.000600939 0.0019931 0.000789916 -0.000380952 0.00153061 -0.00532143 -0.00342105 -0.000881579 -0.00129811
internal_weight=2875 317 2558 196 162 121 1989 1858 1680 1485 1147 1023 572 505 293 173 120 75 451 158 104 212 569 227 146 195 111 75 293 264
internal_count=2875 317 2558 196 162 121 1989 1858 1680 1485 1147 1023 572 505 293 173 120 75 451 158 104 212 569 227 146 195 111 75 293 264
cat_boundaries=0 18 20 38 39 42 43 60 61 62 64 66 67
cat_threshold=268582914 0 570425344 2048 589824 134225984 0 0 33554432 8192 32 256 0 0 0 0 1073741824 384 1123392 32 1 0 1141899264 8192 0 0 0 805445632 0 536871936 8192 128 67108992 0 0 0 16 32768 2 32768 2147491872 1 1215488 0 128 0 0 2 0 0 0 0 0 0 0 0 268435456 0 0 4096 78 90432 8512 32 84018272 32 67108864
is_linear=0
shrinkage=0.04


Tree=544
num_leaves=31
num_cat=10
split_feature=7 4 0 7 9 14 2 3 2 3 2 7 15 2 2 2 11 4 6 0 0 2 0 0 6 2 2 3 6 0
split_gain=1.42754 1.27718 0.743944 0.734194 0.449118 0.565747 0.441857 0.429014 0.414315 0.398329 0.373963 0.35052 0.296894 0.422262 0.226098 0.296069 0.210311 0.320718 0.324743 0.33936 0.382698 0.198129 0.191405 0.433506 0.190722 0.209587 0.183783 0.175611 0.167504 0.378097
threshold=0 390.00000000000006 39.07500000000001 1 2 3 5873.5000000000009 2002.5000000000002 29.500000000000004 2010.5000000000002 7.5000000000000009 4 5 3.5000000000000004 80.500000000000014 15.500000000000002 6 55065260000.000008 7 32.500000000000007 39.07500000000001 22.500000000000004 35.600000000000009 39.07500000000001 8 18.500000000000004 69.500000000000014 1983.0000000000002 9 40.250000000000007
decision_type=9 10 10 9 9 9 8 10 10 10 10 9 9 10 10 8 9 8 9 10 10 10 8 10 9 10 10 10 9 10
left_child=1 2 -1 11 8 -6 9 14 10 16 -5 12 24 -14 15 -4 28 21 -19 -20 -21 -18 -8 -24 25 -2 -11 -26 -7 -30
right_child=3 -3 7 4 5 6 22 -9 -10 26 -12 -13 13 -15 -16 -17 17 18 19 20 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=-1.913501723010316e-05 1.0703935357980754e-06 -4.2513014370025655e-05 -3.8739288619062755e-05 -2.0802704988603125e-05 0.002141931441947199 5.8183997089333535e-06 -0.00011535665861912264 0.00055485489863267383 -0.00016520752486219803 -9.8566472273565027e-06 6.4336380028344611e-05 1.8794522367438974e-05 -1.9524811961382467e-07 2.3287515299839104e-06 -2.0812279679337486e-05 6.338422912905552e-05 9.0574694378408018e-07 8.1914572382005418e-07 1.4952029080367768e-06 -6.7269134329938932e-05 -3.0354341567396144e-06 3.0568206293466463e-05 0.00042715310590241774 -7.9911155579636604e-05 2.336058849189136e-07 4.3165948335690447e-08 1.3509018564423665e-05 -4.6168056426305071e-05 8.035711814249374e-06 -2.6835386653574077e-05
leaf_weight=47 117 26 55 61 103 383 30 54 47 175 33 180 78 257 26 28 35 150 48 37 77 57 28 46 123 278 31 25 283 44
leaf_count=47 117 26 55 61 103 383 30 54 47 175 33 180 78 257 26 28 35 150 48 37 77 57 28 46 123 278 31 25 283 44
internal_value=0.000259197 -0.00265587 -0.00170616 0.000520278 -4.76459e-06 0.00020026 -1.67246e-05 -0.000414634 -0.00207895 0.000181681 -0.000673684 0.00133957 0.000980878 0.00190751 -0.00185455 -0.000809524 0.000480718 -0.000250602 -0.000869009 -0.00203468 -0.00333913 0.00180645 -0.00251429 -0.00138667 0.000382672 0.000837439 -0.00142995 -0.000805031 0.000887656 0.000201184
internal_weight=2962 236 210 2726 1668 1527 1424 163 141 1320 94 1058 878 335 109 83 1114 404 312 162 114 92 104 74 543 395 206 148 710 327
internal_count=2962 236 210 2726 1668 1527 1424 163 141 1320 94 1058 878 335 109 83 1114 404 312 162 114 92 104 74 543 395 206 148 710 327
cat_boundaries=0 12 29 31 32 49 50 52 53 54 55
cat_threshold=2 268435472 536870912 2048 0 8256 33554432 4194304 33554432 32 0 256 1 1 1074790400 2105476 0 0 131072 805445632 65536 0 32 2097280 16 0 0 0 4096 0 8208 131201 0 1 1048576 4 0 0 131072 268566528 65536 0 32 0 0 0 0 0 4096 76546048 16388 1024 14 8 330
is_linear=0
shrinkage=0.04


Tree=545
num_leaves=31
num_cat=10
split_feature=8 0 3 7 7 8 14 7 8 5 2 2 0 6 3 2 3 2 2 9 5 2 2 2 2 4 4 9 3 1
split_gain=1.11426 0.5742 1.67427 0.772815 0.455484 0.46402 0.418068 0.406202 0.756067 0.5533 0.42868 0.389804 0.668651 0.258253 0.488986 0.571642 0.476003 0.462849 0.519289 0.465627 0.245062 0.351787 0.212702 0.189147 0.183961 0.176123 0.251725 0.192466 0.224263 0.172911
threshold=0 40.250000000000007 2018.5000000000002 1 2 3 4 5 6 2.5000000000000004 22.500000000000004 49.500000000000007 39.07500000000001 7 2006.5000000000002 6.5000000000000009 2005.5000000000002 81.500000000000014 29.500000000000004 8 1.5000000000000002 16.500000000000004 18.500000000000004 9.5000000000000018 12.500000000000002 1300.0000000000002 31889.500000000004 9 2019.5000000000002 2.5000000000000004
decision_type=9 10 8 9 9 9 9 9 9 10 8 10 10 9 10 10 10 8 10 9 8 8 10 10 10 8 8 9 8 10
left_child=4 3 -3 -2 -1 25 -4 11 10 13 23 24 -13 16 17 -16 20 18 19 22 -10 -22 -15 -9 -5 -6 -27 -28 -29 -7
right_child=1 2 6 7 5 29 -8 8 9 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-5.9005883220084844e-06 2.5798918724568758e-05 -1.1602771276328216e-05 2.8973811539416373e-06 -5.6046664809597614e-06 1.3606364483933456e-05 1.9235965227517577e-05 -7.6728470592726057e-05 -5.4503921118842052e-05 -6.2545625699213062e-06 -1.5178616077447791e-05 3.4871198624777066e-08 -1.608200035076603e-05 -5.1568815641950621e-07 -0.00010332846781778154 -0.00025185001846140929 -5.3996643821041697e-06 0.00010427321975643757 2.2969059151140156e-05 -3.7018951986055704e-05 6.0903724261727633e-06 0.00011598740513793805 -4.8298629547448416e-07 1.9063929244855573e-05 -2.3049214283934142e-05 4.0450097382930156e-06 -1.0961171643576887e-05 2.0614547238094203e-06 1.5926008208779325e-05 1.6012786900887478e-08 3.6975578253332534e-06
leaf_weight=103 125 41 111 37 48 57 117 42 35 37 46 30 33 78 27 81 115 112 62 116 153 232 30 26 34 36 107 63 480 355
leaf_count=103 125 41 111 37 48 57 117 42 35 37 46 30 33 78 27 81 115 112 62 116 153 232 30 26 34 36 107 63 480 355
internal_value=0.000268014 -0.000392836 -0.00208889 -7.98897e-05 0.00117143 0.00140363 -0.000733624 -0.00037098 -0.000126351 0.00021304 -0.003072 -0.00237241 -0.0048125 0.000387716 -0.000263056 -0.0026422 0.000989011 0.000380953 -0.000473867 0.000426667 0.000380048 0.000673575 -0.00141176 -0.00533333 -0.0005 0.000773154 0.000617176 0.000798771 0.000454874 0.00247754
internal_weight=2969 1720 269 1451 1249 1146 228 1326 1192 1078 114 134 63 1041 506 108 535 398 286 224 420 385 108 68 71 734 686 650 543 412
internal_count=2969 1720 269 1451 1249 1146 228 1326 1192 1078 114 134 63 1041 506 108 535 398 286 224 420 385 108 68 71 734 686 650 543 412
cat_boundaries=0 26 43 54 80 81 93 123 124 126 128
cat_threshold=16 2054 0 134217728 65536 0 262144 0 1 0 0 131076 2048 1049088 0 0 0 0 0 8192 384 0 16777216 8 0 16384 0 0 1074790400 0 0 0 131072 8192 0 0 0 0 16 0 0 0 16 0 128 67108864 0 2 0 0 0 0 0 8192 0 0 0 0 65536 0 262144 0 0 0 0 131076 0 0 0 0 0 0 0 8192 0 0 16777216 8 0 16384 8192 0 144 536870912 0 0 0 0 131072 65536 134217728 0 256 1073741824 0 4 0 2147483648 0 0 2147483648 0 0 0 0 8192 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 64 0 0 4096 202 0 2096 0 20480
is_linear=0
shrinkage=0.04


Tree=546
num_leaves=31
num_cat=11
split_feature=7 8 14 6 12 2 7 2 4 4 12 2 2 2 7 0 6 2 2 0 0 1 2 2 0 0 7 6 2 2
split_gain=1.53095 0.811093 0.614638 0.545272 0.497118 0.61859 0.481545 0.451427 0.507294 0.465741 0.42338 0.498175 0.30854 0.30982 0.303822 0.405786 0.385578 0.587022 0.875207 0.442724 0.536782 0.363773 0.287138 0.330763 0.350559 0.266486 0.266344 0.268819 0.285244 0.318994
threshold=0 1 2 3 4 414.00000000000006 5 3.5000000000000004 313.50000000000006 5965.0000000000009 6 99.000000000000014 14.500000000000002 5.5000000000000009 7 39.07500000000001 8 81.500000000000014 59.500000000000007 39.07500000000001 40.250000000000007 5.5000000000000009 53.500000000000007 14.500000000000002 38.20000000000001 10.500000000000002 9 10 5.5000000000000009 16.500000000000004
decision_type=9 9 9 9 9 8 9 10 8 8 9 10 10 8 9 10 9 10 10 10 10 8 10 10 10 8 9 9 10 10
left_child=3 6 4 12 5 26 -2 -6 -9 -10 11 -8 13 -1 15 -11 17 18 -16 -18 21 -21 23 -4 25 -25 -3 28 -28 -30
right_child=1 2 22 -5 7 -7 10 8 9 14 -12 -13 -14 -15 16 -17 19 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-4.2089818855163312e-05 -2.5528220567645001e-06 1.0410251310161036e-06 3.7188551810149688e-05 -6.2061404322591253e-07 5.3206528112174238e-06 -7.8787665622389715e-05 3.1818587572693817e-06 -1.1913403868731922e-05 6.1235742352776411e-05 -5.6139560414223766e-07 6.708525356910033e-06 -1.5085524594462593e-05 -2.1714135947902237e-05 0.00026133571148677153 4.8136775008256315e-08 -2.1088002876434759e-05 -6.2296591550437664e-05 5.9292050951196225e-06 -6.662610960149057e-06 -5.4004769538028491e-06 -1.1577801343985744e-05 0.0032162929257828999 5.7543325031869791e-06 -1.1917392099146123e-07 -4.8819811691544898e-05 1.9262491169934731e-05 1.9810393234469138e-05 1.0427788320911474e-05 -8.0028674034932009e-05 -5.9401984230194758e-07
leaf_weight=35 133 155 223 123 69 25 113 26 30 61 523 35 63 25 260 42 35 54 28 140 37 27 113 48 41 28 41 283 35 96
leaf_count=35 133 155 223 123 69 25 113 26 30 61 523 35 63 25 260 42 35 54 28 140 37 27 113 48 41 28 41 283 35 96
internal_value=0.000402985 0.000679941 0.000224319 -0.00255253 -0.000181443 0.000650155 0.00173742 -0.000834146 -0.0011336 -0.000928671 0.00217595 0.000201258 -0.00438806 -0.00262295 -0.00114453 -0.00305263 -0.000736486 0.000135977 -0.000581315 -0.001936 -0.0012878 -0.000309524 0.00149138 0.000938417 -0.000779661 0.000831169 0.00091653 0.000386266 -0.000830601 -0.00178788
internal_weight=2947 2701 1897 246 1444 635 804 809 740 714 671 148 123 60 684 103 581 342 288 239 204 167 453 340 117 76 610 455 172 131
internal_count=2947 2701 1897 246 1444 635 804 809 740 714 671 148 123 60 684 103 581 342 288 239 204 167 453 340 117 76 610 455 172 131
cat_boundaries=0 18 45 46 47 49 66 67 74 75 84 85
cat_threshold=2 16 570425344 2099200 524288 8258 0 0 0 0 0 256 0 0 0 0 1073741824 384 16 2060 4 0 2147549184 0 262144 0 1 0 0 4 8192 512 0 4096 0 0 4096 10240 128 0 4194304 8 0 0 64 8193 388 68182082 2 0 0 1048576 0 34 0 0 0 0 32 0 128 0 0 0 0 4096 67249216 0 0 0 0 0 0 131072 14 0 0 0 0 0 0 131072 131072 2048 28
is_linear=0
shrinkage=0.04


Tree=547
num_leaves=31
num_cat=7
split_feature=7 8 6 3 5 0 9 3 2 3 2 2 13 2 5 3 4 7 2 0 0 6 4 1 2 4 0 2 2 2
split_gain=1.80961 0.773659 0.680996 0.952743 0.639235 0.610299 0.766061 0.596352 0.887862 1.07376 0.483165 0.529002 0.478441 0.451975 0.422079 0.411841 0.313432 0.305839 0.3026 0.3744 0.301438 0.299997 0.344525 0.298877 0.314902 0.29267 0.263443 0.508308 0.25875 0.214999
threshold=0 1 2 1996.5000000000002 1.0000000180025095e-35 36.400000000000006 3 2010.5000000000002 29.500000000000004 2017.5000000000002 80.500000000000014 52.500000000000007 4 39.500000000000007 1.0000000180025095e-35 1997.5000000000002 55828770000.000008 5 151.50000000000003 40.250000000000007 12.250000000000002 6 1800.0000000000002 5.5000000000000009 12.500000000000002 199.50000000000003 37.250000000000007 57.500000000000007 63.500000000000007 17.500000000000004
decision_type=9 9 9 10 10 10 9 10 10 10 8 10 9 10 10 8 8 9 8 10 8 9 10 8 8 10 10 10 10 8
left_child=2 13 3 4 -1 12 7 10 9 -9 11 15 -3 17 -4 -7 -15 -2 -12 -20 -14 -17 -23 24 25 -8 28 -28 -18 -26
right_child=1 5 14 -5 -6 6 23 8 -10 -11 18 -13 20 16 -16 21 26 -19 19 -21 -22 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=5.9944124082617588e-05 3.2999799679153763e-07 -8.1163572603271367e-07 1.2953324313914145e-05 -4.0756633209937616e-05 -2.20992952584418e-05 -8.6834221488083749e-05 0.00020493535108305076 -0.00022988952379104325 9.7135815091015476e-06 -5.6629086199606112e-06 -8.7490369335429432e-05 0.00010334310306900062 -2.4340618959534915e-07 1.0210011146921052e-05 -1.4015811609347446e-05 -6.1771343909407903e-06 -2.9022164496492251e-07 2.8064396832244324e-06 9.3619385763635964e-07 -0.00021903177789891031 2.8402742303387151e-05 3.340789753680698e-06 -1.0788870656026869e-05 0.00081717958655171173 -0.00011437006785206528 -9.3896083030088891e-05 1.1931798176855139e-06 -1.3153706173729526e-05 2.611431212427487e-07 -1.4515194088713979e-06
leaf_weight=37 216 121 85 37 37 25 135 37 27 48 47 47 32 71 26 164 115 511 61 56 200 250 33 87 31 26 30 74 167 168
leaf_count=37 216 121 85 37 37 25 135 37 27 48 47 47 32 71 26 164 115 511 61 56 200 250 33 87 31 26 30 74 167 168
internal_value=0.000334444 0.000615054 -0.00305579 -0.00521311 -0.00298667 3.736e-05 -0.000379726 -0.00111663 -0.00382301 -0.00581395 -0.00068421 -8.46152e-05 0.00150282 0.00138577 -0.000622951 -0.000490486 0.00041048 0.00201648 -0.0025697 -0.00145763 0.00250206 -0.000205357 0.000585034 0.000934498 0.000443213 0.00175309 -4.13435e-05 -0.00175238 0.00059364 -0.00062
internal_weight=3001 2779 222 111 74 1595 1242 795 112 85 683 519 353 1184 111 472 457 727 164 117 232 447 283 447 360 161 386 104 282 199
internal_count=3001 2779 222 111 74 1595 1242 795 112 85 683 519 353 1184 111 472 457 727 164 117 232 447 283 447 360 161 386 104 282 199
cat_boundaries=0 17 46 47 49 50 67 68
cat_threshold=147458 268435472 0 2048 0 8192 0 0 33554432 134217728 0 256 0 0 0 0 1073741824 0 12 4 0 0 1 0 0 1 0 0 131076 2048 1049088 0 4096 0 0 4096 8192 2147483904 0 20971520 0 0 268451840 0 0 524288 262 1 14340 2 0 0 67108864 4 2 0 131072 536870912 0 0 0 0 0 0 0 0 4096 146
is_linear=0
shrinkage=0.04


Tree=548
num_leaves=31
num_cat=14
split_feature=8 12 9 6 4 1 4 4 4 12 0 9 11 0 11 9 5 9 0 1 12 0 8 12 1 5 4 12 0 0
split_gain=0.973177 0.797616 0.753633 0.687843 0.717511 0.429833 0.354907 0.762185 0.336542 0.3646 0.581386 0.427455 0.549355 0.357815 0.330106 0.321243 0.291245 0.287798 0.321701 0.368367 0.276412 0.256063 0.254235 0.232969 0.190023 0.223984 0.179251 0.175193 0.169136 0.158534
threshold=0 1 2 3 6050.0000000000009 1.0000000180025095e-35 5965.0000000000009 680725000.00000012 33.000000000000007 4 10.500000000000002 5 6 37.750000000000007 7 8 3.5000000000000004 9 35.600000000000009 2.5000000000000004 10 44.07500000000001 11 12 5.5000000000000009 1.5000000000000002 18214475000.000004 13 24.500000000000004 40.250000000000007
decision_type=9 9 9 9 10 10 10 10 10 9 10 9 9 10 9 9 8 9 8 10 9 10 9 9 8 8 8 9 10 10
left_child=6 14 3 4 24 26 15 -8 9 10 -7 12 13 -11 -2 -1 -5 18 19 -16 -15 -9 27 -14 25 -3 -4 -17 -19 -22
right_child=1 2 5 16 -6 8 7 21 -10 11 -12 -13 23 20 17 22 -18 28 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0706503557057521e-07 5.8001064025409854e-06 -1.9262402646740917e-05 5.1568162547783933e-05 -5.5705525616776357e-05 6.3804249044914832e-05 -2.6071666412966316e-05 -2.3304537000248579e-05 -5.2767593365371077e-06 -1.2552635788501341e-05 -1.8660407690481083e-05 -6.2433507412512918e-07 5.2110211674473503e-06 1.3514214973134884e-06 4.1036950068428699e-06 -0.00012351729021340747 8.4565358549636203e-08 1.4259219146585544e-06 -1.8515664592080785e-05 9.669587337149483e-05 1.7453549906375279e-07 -8.4722607065265349e-06 0.00012221622769710452 6.9477141905798919e-05 8.3985833822369209e-09 -0.00015480669290222546 -2.2281275434196801e-05 0.0023292494795678158 3.9290682936850865e-06 -7.7104084545360773e-06 -6.6867501592058546e-06
leaf_weight=120 279 37 37 26 26 29 33 51 94 33 245 139 120 111 29 102 98 29 97 212 83 55 189 186 43 119 84 153 94 25
leaf_count=120 279 37 37 26 26 29 33 51 94 33 245 139 120 111 29 102 98 29 97 212 83 55 189 186 43 119 84 153 94 25
internal_value=0.000185297 -0.000218723 -0.000737387 -0.00234444 -0.00364407 -0.000247285 0.00147339 -0.000314286 -0.000506566 -0.00028395 -0.00148772 0.00020904 -0.000295255 -0.00164259 0.000852197 0.00193982 0.000118519 0.000177966 0.00077937 1.65291e-05 -0.00110909 0.00134579 0.00240879 0.000832808 -0.00462 -0.00392357 0.002 0.00142857 -0.00140298 -0.00242017
internal_weight=2978 2275 1535 349 225 1186 703 139 1065 971 274 697 558 252 740 564 124 461 338 241 219 106 444 306 199 156 121 255 123 108
internal_count=2978 2275 1535 349 225 1186 703 139 1065 971 274 697 558 252 740 564 124 461 338 241 219 106 444 306 199 156 121 255 123 108
cat_boundaries=0 30 32 34 35 37 39 41 42 44 46 47 76 77 79
cat_threshold=16 2056 0 0 65536 0 262144 0 1 0 0 131076 8192 1049088 0 0 0 0 0 8192 256 524288 0 0 0 16384 4 0 524288 8192 1189184 2 0 20624 452 67108896 32 0 2080 4 1024 49156 0 24580 0 18432 2050 0 0 0 0 0 0 262144 0 0 0 0 0 8192 512 0 0 0 0 0 8192 256 0 0 0 0 16384 4 0 524288 16809986 67305536 32
is_linear=0
shrinkage=0.04


Tree=549
num_leaves=31
num_cat=11
split_feature=8 2 8 7 12 7 2 3 2 2 2 2 6 12 1 12 2 2 3 12 2 2 2 5 9 2 2 2 9 2
split_gain=1.55535 0.973166 0.827414 0.729173 0.496297 0.47283 0.454537 0.428647 0.367641 0.630727 0.375437 0.521777 0.334488 0.565175 0.341418 0.473804 0.395071 0.360381 0.337084 0.424936 0.430328 0.33044 0.333342 0.286568 0.45039 0.271758 0.505375 0.253453 0.24799 0.326328
threshold=0 39.500000000000007 1 2 3 4 100.50000000000001 2023.5000000000002 14.500000000000002 4.5000000000000009 44.500000000000007 104.50000000000001 5 6 4.5000000000000009 7 12.500000000000002 49.500000000000007 2021.5000000000002 8 131.00000000000003 28.500000000000004 13.500000000000002 1.5000000000000002 9 12.500000000000002 4.5000000000000009 19.500000000000004 10 14.500000000000002
decision_type=9 10 9 9 9 9 8 8 10 10 10 10 9 9 10 9 10 10 8 9 8 10 10 10 9 10 10 10 9 8
left_child=1 7 -2 4 6 -6 21 -1 9 -7 -10 -12 13 28 27 16 -16 -18 -17 20 -20 22 -4 24 -15 26 -9 -14 29 -5
right_child=2 -3 3 12 5 8 -8 25 10 -11 11 -13 14 23 15 18 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.2621912279713234e-05 2.9813159727195973e-06 -8.2506287166903835e-05 -2.4925926293383997e-06 2.9801581953925862e-06 2.0659300574974862e-06 2.5468993209956116e-06 -2.0000757741992594e-05 8.1269441896033909e-06 2.5526062494102596e-06 -8.5822387155178839e-05 -1.7751432078665423e-06 5.9031139023865436e-05 0.00028245262065063509 7.0151763978287815e-07 -2.0355600774248056e-06 0.00012823888236193487 -0.00014150249330367466 3.4237726516507976e-06 -1.0100966522384554e-05 3.3384852236660645e-06 -0.0001796042513775169 3.1814218385817546e-11 -3.4722596996103878e-06 3.622860245382155e-05 -1.7443968036348166e-05 2.772855059107373e-05 -2.8978277493582721e-05 -3.5294798898566028e-06 4.7457617397616103e-06 -9.0510011433858471e-06
leaf_weight=40 365 63 63 47 111 25 28 44 76 30 59 28 104 355 98 161 55 27 108 227 25 98 65 31 131 35 29 64 279 69
leaf_count=40 365 63 63 47 111 25 28 44 76 30 59 28 104 355 98 161 55 27 108 227 25 98 65 31 131 35 29 64 279 69
internal_value=0.000176811 -0.00304504 0.000436496 0.000158316 -0.00105724 -1.17646e-05 -0.00235472 -0.00139597 -0.00108297 -0.00392857 -0.000170732 -0.00195455 0.000560268 0.00109209 -4.54531e-06 -0.000393162 -0.00209424 -0.00424096 0.000233083 -0.000443213 -0.00213889 -0.0018326 -0.00316279 0.000204546 -3.28541e-05 -7.33943e-05 -0.00145946 0.00160947 0.00221675 0.000503937
internal_weight=2940 211 2729 2364 583 329 254 148 218 55 163 87 1781 912 869 701 180 82 521 360 133 226 128 517 486 108 73 168 395 116
internal_count=2940 211 2729 2364 583 329 254 148 218 55 163 87 1781 912 869 701 180 82 521 360 133 226 128 517 486 108 73 168 395 116
cat_boundaries=0 30 57 69 70 79 80 82 84 85 87 89
cat_threshold=1342177280 8 4 0 2147483648 0 0 0 0 32768 0 0 0 0 0 0 0 0 33554432 2048 2147483648 0 0 0 0 32768 0 0 0 4096 0 6 0 134217728 65536 0 0 0 1 0 0 133120 10240 0 0 0 0 0 4096 0 256 0 0 0 0 0 4 268582914 128 68157440 2052 0 134217792 131072 0 33619968 0 0 256 84035842 268566528 0 67108864 0 0 0 0 0 65536 330 67133506 2 67280896 32 1114208 0 18452 0 20484
is_linear=0
shrinkage=0.04


Tree=550
num_leaves=31
num_cat=10
split_feature=7 8 12 7 8 2 12 0 12 0 13 2 12 5 1 0 2 2 0 2 12 2 0 2 0 1 0 2 2 0
split_gain=1.3323 1.0656 0.893654 0.717817 0.486258 0.635749 0.550017 0.462686 0.424964 0.397465 0.352276 0.628525 0.538294 0.369627 0.342867 0.341794 0.310168 0.548406 0.520669 0.302573 0.317929 0.276751 0.25851 0.616423 0.392829 0.557911 0.554831 0.271632 0.524993 0.24378
threshold=0 1 2 3 4 51.500000000000007 5 39.07500000000001 6 23.500000000000004 7 88.500000000000014 8 2.5000000000000004 5.5000000000000009 42.250000000000007 37.500000000000007 69.500000000000014 35.850000000000009 22.500000000000004 9 48.500000000000007 12.250000000000002 3.5000000000000004 38.20000000000001 4.5000000000000009 30.500000000000004 272.00000000000006 28.500000000000004 35.850000000000009
decision_type=9 9 9 9 9 10 9 10 9 10 9 8 9 8 8 10 10 10 10 10 9 10 8 8 10 10 8 8 10 10
left_child=2 -2 9 8 5 7 29 -5 16 -1 11 15 14 -14 -12 -8 18 -18 -3 -10 21 -21 -15 -24 26 -26 -25 28 -27 -6
right_child=1 3 -4 4 6 -7 10 -9 19 -11 12 -13 13 22 -16 -17 17 -19 -20 20 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=3.0196839133532238e-07 4.4163948114789248e-06 2.3588624039489798e-06 -3.0858876162564039e-07 -9.1428027886881511e-06 1.5066150187146495e-06 -8.5790539819049179e-05 2.3000422830236256e-06 4.5728339411112356e-06 2.8228856820849812e-06 -2.3395034261595743e-05 -3.895902150413639e-06 -2.4635085253159279e-05 8.2828662046484509e-06 -2.8037356852556361e-05 0.00057678504634227834 -7.3033190352304164e-06 -1.2217939403085252e-05 1.3278457173724939e-06 -0.00013984179316778222 -1.2148012724472901e-06 1.5880483628681706e-06 2.6971579248014909e-07 1.2670453824363504e-05 -1.7017233873888309e-06 -2.9089477009984411e-05 -4.6602620119756562e-05 0.00029915326699924923 -0.00037425442673324089 5.076903104587391e-06 2.7582336501318318e-06
leaf_weight=26 364 66 197 39 153 34 204 40 251 106 155 52 34 26 50 38 29 35 32 51 163 75 33 49 26 82 54 25 43 398
leaf_count=26 364 66 197 39 153 34 204 40 251 106 155 52 34 26 50 38 29 35 32 51 163 75 33 49 26 82 54 25 43 398
internal_value=0.000109178 0.000415008 -0.00224706 8.363e-05 -0.000401035 -0.00280645 -0.000189811 -0.00105 0.00113324 -0.0046993 -0.000811791 0.000314754 -0.00138095 -0.00227676 0.000277778 0.00118519 -0.000647399 -0.00283077 0.000727273 0.00166969 0.000813793 -0.00070073 -0.00273746 -0.00240256 -0.00301429 -0.00415819 -0.00103846 -0.00317881 -0.00238095 0.000790036
internal_weight=2930 2601 329 2237 1535 113 1422 79 702 132 871 294 577 372 205 242 162 64 98 540 289 126 338 312 279 176 103 150 125 551
internal_count=2930 2601 329 2237 1535 113 1422 79 702 132 871 294 577 372 205 242 162 64 98 540 289 126 338 312 279 176 103 150 125 551
cat_boundaries=0 18 47 49 67 88 90 92 93 94 95
cat_threshold=268582912 268435457 570425344 0 524290 134225986 0 0 0 134225920 32 256 0 0 0 0 1073741952 256 16 0 0 134217728 65536 1 0 2147483648 1 0 0 131076 2112 1048576 0 0 0 0 0 0 256 0 0 0 0 268435456 0 0 524288 16861216 32 1 0 0 524288 0 0 131072 139264 2048 0 8192 128 144 0 0 32 16 32896 1073741824 4 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 33554432 0 128 16878592 34 1280 32 4 2 180290
is_linear=0
shrinkage=0.04


Tree=551
num_leaves=31
num_cat=11
split_feature=8 8 11 9 12 4 8 16 4 2 2 2 2 12 2 9 2 2 3 3 1 3 18 4 12 2 2 2 2 2
split_gain=1.30954 0.764447 0.540046 0.587313 0.762376 1.04071 0.582757 0.539803 0.387475 0.380784 0.403592 0.304559 0.302696 0.274055 0.383592 0.276547 0.482191 0.247581 0.320085 0.435539 0.24138 0.241072 0.289064 0.438449 0.188236 0.229754 0.281406 0.209986 0.185131 0.430373
threshold=0 1 2 3 4 456.00000000000006 5 6 1300.0000000000002 25.500000000000004 7.5000000000000009 13.500000000000002 18.500000000000004 7 23.500000000000004 8 10.500000000000002 136.50000000000003 1999.5000000000002 2014.5000000000002 4.5000000000000009 2022.5000000000002 9 5157000000.000001 10 8.5000000000000018 41.500000000000007 5.5000000000000009 13.500000000000002 17.500000000000004
decision_type=9 9 9 9 9 8 9 1 8 10 10 10 10 9 10 9 10 10 8 8 10 8 9 8 9 8 10 10 8 8
left_child=8 -2 7 12 9 -6 -7 -3 -1 10 -5 -9 -4 14 -10 28 -17 18 -8 -20 -16 -21 23 -23 25 27 -27 -24 -15 -30
right_child=1 2 3 4 5 6 17 11 13 -11 -12 -13 -14 15 20 16 -18 -19 19 21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=2.0189878814455546e-05 -3.2006242409318962e-05 -6.8703622139633508e-05 0.00020040887311581254 1.6833295528932882e-05 -9.8654929779517912e-05 1.9456174792566032e-06 -3.5148390085347544e-05 -1.3562920100373026e-05 8.0342878533201661e-07 9.4030067903703049e-06 -8.6726102345526113e-06 1.6515535077942221e-06 9.6660342237338992e-08 4.7665569606667826e-06 1.3427323837597436e-06 -0.00012343686340702561 2.7099703458667059e-06 2.3264995057201946e-05 9.080023811473073e-05 -1.6780428022056209e-05 -1.5929081359691455e-06 -9.955234587112258e-05 -3.3808063204614364e-07 -1.704257089527271e-05 -2.4542854296248522e-05 1.1980740317755355e-05 -8.4787599692737475e-06 -2.574964742769297e-05 -1.1077660384608923e-06 7.6677536331454018e-07
leaf_weight=80 105 26 278 116 37 101 45 26 139 130 94 61 185 145 37 49 61 57 69 47 152 27 54 77 121 120 38 27 45 369
leaf_count=80 105 26 278 116 37 101 45 26 139 130 94 61 185 145 37 49 61 57 69 47 152 27 54 77 121 120 38 27 45 369
internal_value=0.000175403 -0.000473002 -0.000261019 -6.60953e-05 -0.000546541 -0.00120337 -0.000903061 -0.00280645 0.00127574 0.00102564 1.48305e-10 -0.0015 0.00112236 0.00107014 9.43954e-05 0.00152353 -0.000330578 -0.00131602 -0.0015655 -0.00130809 -0.00107368 -0.00171094 -0.00142796 -0.00327619 -0.000886426 -0.000176 0.000704403 -0.00190244 0.00188772 0.00148434
internal_weight=2918 1841 1736 1623 1160 820 783 113 1077 340 210 87 463 997 328 669 110 682 625 580 189 511 464 104 360 239 158 81 559 414
internal_count=2918 1841 1736 1623 1160 820 783 113 1077 340 210 87 463 997 328 669 110 682 625 580 189 511 464 104 360 239 158 81 559 414
cat_boundaries=0 26 56 57 59 61 90 91 93 95 96 98
cat_threshold=0 2060 0 134217728 73728 0 786432 0 1 0 0 131076 0 1048576 0 0 0 0 0 8192 256 0 20971520 0 0 16384 1073741824 0 0 0 2147483648 0 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 0 0 0 4096 34 1073873024 8356 85067072 2 0 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 4096 0 128 0 0 0 0 0 0 0 524288 2 67257376 34 1 6148 4 81922 32
is_linear=0
shrinkage=0.04


Tree=552
num_leaves=31
num_cat=11
split_feature=7 8 8 0 7 3 9 2 7 6 3 12 3 2 4 9 0 12 2 0 5 4 0 12 2 2 2 2 5 0
split_gain=1.6532 1.29935 0.950701 0.906207 0.790382 0.513017 0.405584 0.41357 0.412217 0.427594 0.937273 0.618073 0.510291 0.485441 0.559014 0.405261 0.401819 0.34703 0.337231 0.31959 0.297448 0.284595 0.504891 0.261133 0.441129 0.422352 0.272517 0.458235 0.258743 0.242164
threshold=0 1 2 42.250000000000007 3 2022.5000000000002 4 220.50000000000003 5 6 2010.5000000000002 7 2017.5000000000002 14.500000000000002 2091500000.0000002 8 24.500000000000004 9 19.500000000000004 38.57500000000001 1.0000000180025095e-35 86.000000000000014 36.900000000000006 10 65.500000000000014 111.00000000000001 40.500000000000007 24.500000000000004 4.5000000000000009 18.500000000000004
decision_type=9 9 9 10 9 8 9 8 9 9 10 9 10 8 8 9 10 9 10 10 10 10 10 9 10 8 8 10 8 10
left_child=3 5 17 29 -4 -2 7 -6 21 13 11 19 -12 -10 -15 23 -13 20 -7 -11 -3 22 -8 24 26 -25 27 -16 -21 -1
right_child=1 2 4 -5 6 18 8 -9 9 10 12 16 -14 14 15 -17 -18 -19 -20 28 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=1.8625758183982871e-06 -0.00016196116905348133 -7.2573515417777018e-08 1.0798144876532529e-05 -0.00011235169790078485 -1.6775069801129582e-05 -2.8093017340246466e-06 -3.2010740911685223e-08 -6.9331472214105508e-06 3.5643285764799681e-06 5.5026252123805792e-05 -0.00011674214451895728 -4.9978613278852738e-05 -7.1800199862814709e-06 -5.3354186732899682e-06 -4.225625680779797e-06 8.576889613767496e-06 8.742918888560057e-06 6.2312362787563871e-06 -3.1235413356206761e-05 4.7654942981334884e-07 8.8778503221418199e-05 2.740217605165739e-05 -2.4841095714014539e-05 3.8609789591151533e-07 9.5603563462354851e-07 -4.0145180537237181e-05 -1.4743126249022168e-05 1.2425092652872697e-06 -2.9073956180943954e-05 -2.2208395468632818e-05
leaf_weight=28 28 109 210 28 47 54 54 57 348 31 46 25 46 51 66 153 371 279 28 30 33 39 47 219 73 41 65 75 81 150
leaf_count=28 28 109 210 28 47 54 54 57 348 31 46 25 46 51 66 153 371 279 28 30 33 39 47 219 73 41 65 75 81 150
internal_value=0.000153793 0.000421053 0.000607595 -0.00320737 0.000265325 -0.00363636 1.01216e-05 -0.00229565 0.00015171 0.000325635 -0.00049922 0.000133581 -0.00421505 0.000802178 0.000231183 0.000531025 0.000943489 0.00232407 -0.00231325 -0.00203922 0.000575164 -0.0018543 -0.00309804 -7.27258e-06 -0.000841379 0.000885609 -0.00181642 -0.000816901 -0.00317857 -0.00227933
internal_weight=2912 2706 2596 206 2175 110 1965 104 1861 1721 630 538 92 1091 743 692 396 421 82 142 142 140 101 539 279 260 206 141 111 178
internal_count=2912 2706 2596 206 2175 110 1965 104 1861 1721 630 538 92 1091 743 692 396 421 82 142 142 140 101 539 279 260 206 141 111 178
cat_boundaries=0 16 46 76 93 95 112 113 115 117 118 120
cat_threshold=131074 268435456 0 2048 524288 8258 0 4194304 33554432 0 0 256 0 0 0 32 268435456 0 0 0 2147483648 0 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 2 2147483648 0 0 8 0 0 0 0 0 4096 0 2060 0 0 0 1 0 0 1 0 0 4 2048 0 0 0 0 0 0 0 256 524288 4194304 0 0 49152 0 0 0 8192 0 0 1073741824 2621440 0 0 0 8192 2048 32 0 0 16 268435456 67108864 0 16 256 8192 1 0 67108864 0 2 134217728 0 0 0 0 0 128 0 0 0 0 128 202 59392 32 0 2224 84025602 1263872 32
is_linear=0
shrinkage=0.04


Tree=553
num_leaves=31
num_cat=13
split_feature=8 9 12 12 4 3 7 4 12 17 18 8 5 3 3 13 12 3 0 1 0 12 0 13 3 0 0 3 3 0
split_gain=1.45975 1.0351 0.814038 0.448654 0.517225 0.454218 0.402021 0.398463 0.771792 0.5078 0.472353 0.325215 0.311859 0.323074 0.389834 0.297974 0.417604 0.249821 0.462576 0.243949 0.238686 0.199491 0.207844 0.191657 0.2594 0.198753 0.18628 0.332509 0.362111 0.184983
threshold=0 1 2 3 141.00000000000003 1989.5000000000002 4 12000.000000000002 5 6 7 8 7.0000000000000009 2000.5000000000002 2010.5000000000002 9 10 2015.5000000000002 38.20000000000001 5.5000000000000009 40.250000000000007 11 16.750000000000004 12 2013.5000000000002 42.250000000000007 38.57500000000001 2015.5000000000002 2002.5000000000002 33.175000000000004
decision_type=9 9 9 9 10 10 9 10 9 9 9 9 8 10 10 9 9 8 10 8 10 9 10 9 10 10 10 10 10 10
left_child=6 2 -2 4 5 -3 -1 8 9 19 -10 15 -11 -14 -15 21 20 -12 -19 -4 29 -8 -23 24 25 -5 -7 28 -28 -17
right_child=1 3 7 23 -6 26 11 -9 10 12 17 -13 13 14 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.8780615050591639e-06 4.5930717027231325e-06 2.9253153966944447e-06 6.6036972406849855e-06 3.542837783506785e-06 -0.00010665838827208088 3.3463908111857794e-06 1.2327039204154122e-06 -3.7687956304390094e-05 0.00047034419032916181 2.527249257481124e-06 -8.8913551781481245e-05 4.8718873810434737e-06 -2.5323614758139425e-05 0.00082953138699472673 -4.5947560920387313e-05 -1.6255434264065841e-07 6.3018897513169567e-07 4.3761308789725145e-07 -3.1828154905410718e-05 0.00022452251708251906 2.6916783340218674e-06 -1.8175847850715311e-07 3.2209000869188228e-06 0.00023149265914895953 0.00043267180176223525 -0.00011416218135356793 -0.00026250526907447788 -3.6093785699533139e-05 2.5972548916791901e-05 -3.6915117468332033e-05
leaf_weight=116 157 253 94 276 41 27 209 50 25 53 28 171 155 35 40 60 377 30 81 39 32 82 115 167 56 37 26 26 49 25
leaf_count=116 157 253 94 276 41 27 209 50 25 53 28 171 155 35 40 60 377 30 81 39 32 82 115 167 56 37 26 26 49 25
internal_value=0.000384589 -0.000353075 -0.00141855 0.00052838 -0.000443418 1.04714e-05 0.0014591 -0.00205928 -0.00179002 -0.000786885 -0.00402286 0.00170425 -0.00172789 -0.00242424 -0.000263158 0.00136114 0.000665347 -0.00517143 -0.00425 0.00119444 -0.00134375 0.00216787 0.00109615 0.00128702 0.000726316 0.000292994 -0.00192248 -0.00270588 -0.00131579 -0.00255814
internal_weight=2932 1745 787 958 422 381 1187 630 580 416 164 1071 283 230 75 900 494 139 111 133 117 406 197 536 369 313 128 101 75 85
internal_count=2932 1745 787 958 422 381 1187 630 580 416 164 1071 283 230 75 900 494 139 111 133 117 406 197 536 369 313 128 101 75 85
cat_boundaries=0 27 29 31 33 50 51 52 53 76 77 78 80 81
cat_threshold=16 2054 0 0 73728 1 0 0 0 32768 0 131072 2112 512 0 0 0 0 4096 8192 2147484032 0 20971520 8 0 32768 4 128 28724 68354048 2 67313984 34 131072 0 67108864 0 2 0 0 268435456 0 0 0 0 0 0 0 0 4096 49506 13 4 0 2048 0 0 65536 1 0 0 0 0 0 131072 2048 512 0 0 0 0 4096 0 384 0 20971520 12 83888130 17860960 32 6
is_linear=0
shrinkage=0.04


Tree=554
num_leaves=31
num_cat=13
split_feature=8 7 12 13 12 2 5 7 2 9 12 9 2 5 2 2 1 16 2 1 16 3 2 2 2 7 3 1 2 16
split_gain=1.32966 1.02191 0.930827 0.571322 0.701969 1.11336 0.554997 0.385632 0.336435 0.350495 0.415458 0.347633 0.334656 0.328009 0.320388 0.282633 0.282558 0.366883 0.272546 0.472801 0.411192 0.287786 0.256769 0.203868 0.346554 0.199366 0.19498 0.196808 0.17581 0.133973
threshold=0 1 2 3 4 22.500000000000004 2.5000000000000004 5 4.5000000000000009 6 7 8 6.5000000000000009 22.500000000000004 42.500000000000007 20.500000000000004 5.5000000000000009 9 9.5000000000000018 5.5000000000000009 10 2000.5000000000002 89.500000000000014 12.500000000000002 18.500000000000004 11 2014.5000000000002 5.5000000000000009 11.500000000000002 12
decision_type=9 9 9 9 9 10 8 9 10 9 9 9 8 8 10 10 10 1 10 10 1 10 10 10 10 9 10 8 10 1
left_child=3 6 18 4 5 -1 -2 -4 11 13 15 -9 -8 14 -10 28 17 -14 20 21 -3 23 26 -20 -25 -5 27 -12 -11 -17
right_child=1 2 7 25 -6 -7 12 8 9 10 22 -13 16 -15 -16 29 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.4494420297208223e-07 -1.7028788499948182e-05 -7.2288552745919534e-05 0.00014732315966334704 1.296965267978806e-06 9.5366820109959691e-07 -1.3875155835569997e-06 -3.6742304765169564e-05 2.2605275464749794e-08 -1.2317697366458834e-05 -1.5088726190708147e-06 1.1663305775339568e-05 0.00053708141575877725 -3.8804922608850061e-06 -1.3148178827764559e-05 5.4521293500937426e-06 -3.4101016177967552e-06 6.3751906801958031e-06 -3.4527397494549012e-05 0.00023886176372231303 -8.9480290278627745e-05 1.4388656044624106e-05 0.00015959776573107331 -8.4860244775159732e-07 -3.6587246275888623e-06 -2.2572420536032138e-06 2.0616125384477414e-06 -8.963472066318453e-06 -6.4055576303594079e-06 -0.00033426571308231714 7.9535842673714055e-06
leaf_weight=58 31 146 113 123 397 42 28 117 79 31 289 118 154 62 38 67 28 33 28 30 33 57 96 37 142 371 53 46 29 28
leaf_count=58 31 146 113 123 397 42 28 117 79 31 289 118 154 62 38 67 28 33 28 30 33 57 96 37 142 371 53 46 29 28
internal_value=0.000501205 -0.000118503 0.000264243 0.00168064 0.00068504 -0.00216216 -0.00232982 0.000870009 0.000612782 0.000234432 0.000670769 0.00194915 -0.0017541 -0.00128421 -0.000101695 -0.00108434 -0.0012037 -0.00176596 -0.00121488 -0.000488135 -0.00246667 6.03775e-05 0.00124444 -0.000634615 -0.00113333 0.00264554 0.00172751 0.00208333 -0.00327869 0.000208333
internal_weight=2904 1913 1639 991 497 100 274 1166 1053 818 639 235 243 179 117 155 215 187 473 294 179 264 484 207 179 494 388 335 60 95
internal_count=2904 1913 1639 991 497 100 274 1166 1053 818 639 235 243 179 117 155 215 187 473 294 179 264 484 207 179 494 388 335 60 95
cat_boundaries=0 30 48 49 50 51 65 67 68 70 71 72 89 90
cat_threshold=16 2052 0 0 8192 1 0 0 1 0 0 131076 2112 1048576 0 0 0 0 0 8192 256 0 20971520 0 0 268468224 64 0 0 4096 2 1 0 2097664 0 134217728 0 131072 33554432 134217728 0 256 0 0 0 0 1073745920 128 16820288 2 83902496 0 128 8192 2048 0 0 0 0 0 536870912 0 128 16 268435456 0 12304 1114368 0 2064 2 2 0 0 67108864 0 0 64 131072 536870912 0 0 0 0 0 0 0 0 4096 2
is_linear=0
shrinkage=0.04


Tree=555
num_leaves=31
num_cat=9
split_feature=8 8 2 2 15 12 12 9 0 0 3 4 2 2 3 0 0 0 2 12 2 0 0 1 2 2 9 0 12 3
split_gain=1.34973 0.841925 0.606863 0.825149 0.444532 0.670034 0.420507 0.618366 0.704697 0.48626 0.48459 0.564662 0.450456 0.579787 0.44199 0.428082 0.392587 0.604651 0.840342 0.390315 0.73032 0.378417 0.444864 0.422214 0.363044 0.281092 0.276321 0.729058 0.286521 0.40481
threshold=0 1 50.500000000000007 20.500000000000004 2 3 4 5 36.900000000000006 44.07500000000001 2007.5000000000002 8015305000.000001 11.500000000000002 29.500000000000004 2016.5000000000002 42.710000000000008 38.57500000000001 16.750000000000004 41.500000000000007 6 68.500000000000014 40.250000000000007 27.250000000000004 4.5000000000000009 6.5000000000000009 18.500000000000004 7 40.250000000000007 8 2012.5000000000002
decision_type=9 9 10 10 9 9 9 9 8 8 8 10 10 10 10 10 10 10 10 9 8 10 10 10 8 8 9 10 9 8
left_child=19 2 3 -2 5 16 14 8 -8 21 -10 12 15 -14 26 -12 17 -3 -19 20 -1 22 25 -23 -24 -9 27 28 29 -6
right_child=1 4 -4 -5 6 -7 7 9 10 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.2512329784953829e-06 -1.6036021607632754e-05 1.0482543062471954e-06 -1.7919518920650298e-05 3.3176773731971317e-05 -0.00036652885272881559 2.9944679807320188e-06 8.2485997986936391e-06 3.2233894114648387e-06 0.00017136574122370645 4.7265077085053132e-05 -4.0471902881892698e-06 1.2151537570615554e-05 -3.0255110732195644e-05 -3.4106270703379378e-05 -1.2988644046014159e-05 -5.8648382123878701e-05 0.0017484806647104468 -1.4895537006477113e-06 -7.5069098410428248e-06 3.7050333983120003e-06 -3.3455489200194247e-05 0.0013317354005969978 -6.4964641723103377e-05 -6.7087346774249781e-05 1.2222820851838069e-05 -6.6003192554531844e-07 1.27639720659413e-05 -9.7538666954638382e-05 8.3998468548731937e-07 2.9067451037510658e-07
leaf_weight=221 142 64 74 37 25 141 42 45 29 84 40 27 44 50 35 26 55 57 26 456 65 28 77 28 363 109 209 39 212 105
leaf_count=221 142 64 74 37 25 141 42 45 29 84 40 27 44 50 35 26 55 57 26 456 65 28 77 28 363 109 209 39 212 105
internal_value=8.79568e-05 -0.000408273 -0.0025303 -0.00135556 -0.000121765 0.00116384 -0.000400491 -0.000909272 -0.00255762 -0.000300671 -0.00357604 -0.00431915 -0.00521739 -0.00698947 0.000408805 -0.00262687 -0.000338028 -0.00143243 -0.00366667 0.00155113 0.000350168 -0.000675883 -0.00037647 -0.00378947 0.000272109 -0.00221935 0.000676819 1.02042e-05 0.000606414 -0.000851064
internal_weight=2955 2213 253 179 1960 343 1617 992 258 734 216 187 160 94 625 66 202 147 83 742 286 650 594 56 440 154 590 381 342 130
internal_count=2955 2213 253 179 1960 343 1617 992 258 734 216 187 160 94 625 66 202 147 83 742 286 650 594 56 440 154 590 381 342 130
cat_boundaries=0 30 59 60 62 64 66 67 69 70
cat_threshold=0 2052 4 134217728 65536 0 262144 0 1 32768 0 131076 10304 1048576 0 0 0 0 0 8192 384 0 4194304 8 0 0 0 0 0 8192 268435456 8 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 33554432 2048 0 0 0 0 0 49152 0 0 524288 2157969408 1239072 32 1140000 2 1 24580 67128578 0 2224 65792
is_linear=0
shrinkage=0.04


Tree=556
num_leaves=31
num_cat=9
split_feature=7 8 0 0 2 12 3 13 7 4 12 0 1 0 12 9 2 3 2 0 2 2 2 4 1 2 12 0 2 2
split_gain=1.25067 0.870196 0.766327 0.675072 0.640915 0.866236 0.597551 0.577283 0.516104 0.490689 0.591058 0.423284 0.446044 0.410906 0.366462 0.319081 0.524221 0.548411 0.288875 0.459154 0.417523 0.302846 0.28361 0.28471 0.274069 0.261728 0.242659 0.523321 0.322074 0.236843
threshold=0 1 54.500000000000007 16.750000000000004 6.5000000000000009 2 2009.5000000000002 3 4 4850.0000000000009 5 38.20000000000001 3.5000000000000004 38.20000000000001 6 7 41.500000000000007 2000.5000000000002 34.500000000000007 15.500000000000002 78.500000000000014 59.500000000000007 10.500000000000002 30474295000.000004 5.5000000000000009 114.50000000000001 8 29.500000000000004 13.500000000000002 75.500000000000014
decision_type=9 9 8 10 8 9 10 9 9 10 9 10 10 10 9 9 10 10 8 10 8 10 10 8 8 10 9 10 10 8
left_child=3 14 4 -1 5 13 -7 25 -6 10 -10 12 -9 -3 22 16 17 -12 26 20 21 -20 -2 -24 -11 -5 -17 -28 -29 -13
right_child=1 2 -4 7 8 6 -8 11 9 24 15 29 -14 -15 -16 18 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=8.1389308642556557e-05 2.7741050978013326e-06 -0.00010322450030961038 -1.4804528338611919e-05 -1.4826944651074161e-05 5.6820811509125202e-06 6.2046255233614385e-06 -5.8096448228874231e-05 0.0011377168550074518 1.5939747708038572e-06 -1.7421346786845135e-05 -6.4168014559830771e-05 -8.465098597107113e-07 -4.2531733065280987e-05 -3.7020617232456933e-05 4.5917563519238584e-06 2.0942013264522526e-06 4.7400555982635263e-05 3.0209663246508419e-05 -3.9948305731748807e-07 4.5186999731248727e-08 3.4408553610757844e-07 -7.4658630689893017e-06 3.6533333155001061e-06 -8.7120524001463606e-07 9.1218412533692936e-05 -9.6263372391670014e-05 2.2282761551291623e-06 4.6059247078484595e-06 -3.117364966505316e-05 0.00011635342717540317
leaf_weight=26 85 44 37 90 235 181 26 25 507 51 42 79 44 133 326 222 34 29 48 212 28 26 50 140 39 32 51 31 38 25
leaf_count=26 85 44 37 90 235 181 26 25 507 51 42 79 44 133 326 222 34 29 48 212 28 26 50 140 39 32 51 31 38 25
internal_value=0.000157984 0.000449353 4.74076e-05 -0.00215663 0.000155713 -0.00130909 0.000495413 -0.00277027 0.00050941 0.000198685 0.000403467 -0.00102174 -0.00348571 -0.00325532 0.00177124 -0.000305699 -0.00224138 -0.00438889 3.59822e-05 -0.000838095 -0.00302913 -0.00458667 0.000629371 -0.000209424 -0.00263736 -0.00475188 0.00083965 -0.000610687 -0.00291429 0.000533333
internal_weight=2936 2615 2014 321 1977 384 207 295 1593 1358 1268 173 69 177 601 761 105 71 656 314 102 74 275 190 90 122 342 120 69 104
internal_count=2936 2615 2014 321 1977 384 207 295 1593 1358 1268 173 69 177 601 761 105 71 656 314 102 74 275 190 90 122 342 120 69 104
cat_boundaries=0 18 44 45 46 63 65 66 68 70
cat_threshold=131072 128 0 2621952 0 134225986 0 0 33554432 0 32 384 0 0 0 32 128 128 0 2052 0 134217728 0 1 0 0 1 0 0 131328 8192 1049088 0 0 0 0 4096 8192 384 0 4194304 8 0 16384 51266 12 2 0 1048576 2052 0 0 0 268435456 2048 0 0 0 0 0 0 0 1073745936 1068066 2 67264578 0 8324 98368 32
is_linear=0
shrinkage=0.04


Tree=557
num_leaves=31
num_cat=9
split_feature=8 7 7 12 0 4 0 13 2 2 2 5 0 6 12 2 2 2 2 3 3 12 17 2 0 2 2 0 2 2
split_gain=1.2637 1.03543 0.626769 0.484007 0.908472 0.736613 0.577165 0.532386 0.443799 0.463532 0.503305 0.43449 0.411122 0.350245 1.02941 1.01971 0.628353 0.562266 0.396136 0.349771 0.317383 0.339897 0.372532 0.29958 0.351666 0.298526 0.287448 0.282081 0.268939 0.359998
threshold=0 1 2 3 38.20000000000001 293.00000000000006 40.250000000000007 4 5.5000000000000009 46.500000000000007 155.00000000000003 3.5000000000000004 23.500000000000004 5 6 78.500000000000014 19.500000000000004 27.500000000000004 49.500000000000007 2018.5000000000002 2010.5000000000002 7 8 12.500000000000002 42.960000000000008 22.500000000000004 84.500000000000014 24.500000000000004 5.5000000000000009 84.500000000000014
decision_type=9 9 9 9 10 10 8 9 10 10 10 8 10 9 9 10 8 8 8 8 10 9 9 10 10 10 10 10 8 10
left_child=23 20 8 5 28 7 -7 12 -3 19 -11 -6 26 -13 -15 16 -16 -18 -19 -10 21 27 -23 24 -1 -21 -4 -2 -5 -30
right_child=1 2 3 4 11 6 -8 -9 9 10 -12 13 -14 14 15 -17 17 18 -20 25 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.9582916335416282e-06 -6.8853383606276448e-07 -4.8729757964551069e-05 -1.6440243619599615e-06 4.2092723893392394e-06 3.0558001650606695e-07 -6.6503425787328577e-06 -1.337847834885012e-05 6.5142404676745707e-05 -3.5135141312820686e-05 -1.7824275932275609e-05 -1.9052340658940716e-06 -6.4076866882781827e-05 4.3240173535978758e-06 2.3818330723020118e-05 -3.1981551271539354e-05 1.0506788363521207e-05 -3.2516631010420468e-05 -1.4047504917414245e-05 -0.00014826530540873684 1.3646360542503946e-05 -9.2907750277777852e-07 2.7449563328360405e-06 4.9156754349866103e-06 3.6251062090997265e-06 -1.9391217572320526e-05 -3.0658985610394577e-06 2.5651253446168613e-06 8.5209411393152829e-07 -1.6532272228185802e-08 3.4161971920437577e-06
leaf_weight=152 25 28 106 55 103 95 33 139 31 43 35 151 399 100 84 28 25 36 34 50 32 112 240 273 37 26 25 79 296 54
leaf_count=152 25 28 106 55 103 95 33 139 31 43 35 151 399 100 84 28 25 36 34 50 32 112 240 273 37 26 25 79 296 54
internal_value=0.000322515 -4.20201e-05 -0.000450931 -0.000196167 -0.000794268 0.000529703 -0.00223256 0.00106866 -0.00244643 -0.00182796 -0.0041519 -0.00184342 0.000443623 -0.00237037 -0.00142138 -0.00299083 -0.00424444 -0.00645833 -0.00450704 -0.000111111 0.00158717 0.00189059 0.00244628 0.00221564 0.00103158 0.00135065 -0.00148485 -0.000208696 0.000640394 0.00022792
internal_weight=2926 2464 1976 1763 966 797 128 669 213 185 78 561 530 458 307 207 179 95 70 107 488 456 352 462 189 76 131 104 405 350
internal_count=2926 2464 1976 1763 966 797 128 669 213 185 78 561 530 458 307 207 179 95 70 107 488 456 352 462 189 76 131 104 405 350
cat_boundaries=0 29 46 58 60 61 62 63 65 66
cat_threshold=16 2048 4 0 0 1 0 0 1 32768 0 131076 2048 1048576 0 0 0 0 0 8192 128 0 4194304 0 0 0 0 0 128 0 0 1074798592 0 34 0 0 268443648 67584 8192 8192 0 268435472 0 67108864 0 1073745936 131072 128 536870912 526336 0 134217730 0 0 33554432 134217728 32 256 1180706 34 6 276 83918848 16924704 32 44
is_linear=0
shrinkage=0.04


Tree=558
num_leaves=31
num_cat=10
split_feature=8 7 12 7 4 9 13 12 0 9 0 0 3 3 3 12 0 0 0 5 4 5 1 0 0 5 0 0 12 0
split_gain=1.24707 1.30304 0.975674 0.681503 0.630109 0.502806 0.480444 0.521577 0.472365 0.46876 0.409428 0.372869 0.362329 0.350131 0.533192 0.371762 0.327888 0.32444 0.303846 0.302296 0.314206 0.296529 0.214649 0.205174 0.291987 0.239849 0.19287 0.297917 0.170541 0.17107
threshold=0 1 2 3 72000.000000000015 4 5 6 47.250000000000007 7 44.07500000000001 42.710000000000008 2013.5000000000002 2005.5000000000002 1994.5000000000002 8 33.175000000000004 21.500000000000004 18.500000000000004 10.500000000000002 141.00000000000003 1.5000000000000002 4.5000000000000009 35.850000000000009 23.500000000000004 1.0000000180025095e-35 16.750000000000004 30.500000000000004 9 16.750000000000004
decision_type=9 9 9 9 10 9 9 9 10 9 8 10 10 8 10 9 8 10 10 8 10 10 10 10 10 10 10 10 9 10
left_child=3 11 4 26 9 16 7 23 10 12 13 -2 17 14 -7 -15 -4 -3 -9 20 -18 22 -19 24 -5 -25 -1 -28 29 -8
right_child=1 2 5 6 -6 8 28 18 -10 -11 -12 -13 -14 15 -16 -17 19 21 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=1.1928888511573482e-06 0.00037935084450253711 -7.1540678778086192e-06 1.3223271137630973e-06 -7.0746479609048209e-08 -9.3464298560532279e-05 1.1191604778396377e-05 -1.3232868131304643e-06 7.2730475149447773e-08 -0.00019575668469725221 6.8617264732410686e-05 5.0676607809295977e-05 5.1006069296738841e-07 -1.7513984642381339e-05 3.5477863091739877e-06 -0.00020334141873547048 -7.4790500319310965e-06 -4.5926451716482999e-05 -9.8447441553279967e-06 7.5504092868358815e-06 -1.7778146459014907e-05 -5.5373856520513943e-06 -3.67065192912825e-06 3.0777969338756205e-06 -3.4064057845994174e-05 2.8164596123381455e-05 8.2220173511142166e-07 -6.0226535310118812e-05 -1.6067006203971758e-06 2.6137878025965673e-06 3.7148118095426215e-06
leaf_weight=34 167 33 26 129 37 35 36 128 43 126 53 52 43 201 62 358 55 37 172 149 31 29 211 69 27 35 26 46 414 74
leaf_count=34 167 33 26 129 37 35 36 128 43 126 53 52 43 201 62 358 55 37 172 149 31 29 211 69 27 35 26 46 414 74
internal_value=0.000106159 -0.000573053 -0.00098961 0.00109908 0.000425048 -0.00170703 0.00140274 0.00056042 -0.00114286 0.000825 -0.000907042 0.00224348 3.29672e-05 -0.00118113 -0.00338775 -0.000792857 -0.00322059 0.00051447 0.00167203 -0.00381356 -0.00570115 0.000964029 0.00141365 -0.000738007 0.000152866 -0.00213333 -0.00184615 -0.00317808 0.0022729 0.000661157
internal_weight=2938 1748 1529 1190 516 1013 1084 560 752 479 709 219 353 656 97 559 261 310 300 235 86 277 248 260 156 104 106 72 524 110
internal_count=2938 1748 1529 1190 516 1013 1084 560 752 479 709 219 353 656 97 559 261 310 300 235 86 277 248 260 156 104 106 72 524 110
cat_boundaries=0 30 47 49 59 61 62 64 66 67 69
cat_threshold=16 2052 0 134217728 65536 1 262144 0 1 32768 0 131076 10240 1048576 0 0 0 0 4096 8192 128 0 16777216 8 0 268435456 68 0 0 8192 0 1 1141899264 0 0 0 0 8192 0 32 8192 0 128 0 67108864 0 4112 140352 34 131072 128 1048576 4 0 0 0 0 0 32 1 28672 2 16943424 32 0 6164 1048578 66560 32
is_linear=0
shrinkage=0.04


Tree=559
num_leaves=31
num_cat=14
split_feature=7 6 4 7 12 6 12 2 6 2 11 4 4 2 1 2 2 7 10 9 4 16 1 1 12 2 2 4 6 2
split_gain=1.32827 0.601093 0.556006 0.499825 0.630697 0.754412 0.449487 0.578175 0.411797 0.52888 0.391447 0.438994 0.336303 0.348934 0.315816 0.306158 0.579909 0.298423 0.439455 0.282265 0.666229 0.442513 0.67515 0.311796 0.357991 0.352332 0.275643 0.242983 0.241624 0.255712
threshold=0 1 850.00000000000011 2 3 4 5 18.500000000000004 6 6.5000000000000009 7 1.0000000180025095e-35 313.50000000000006 14.500000000000002 3.5000000000000004 74.500000000000014 23.500000000000004 8 9 10 20282.500000000004 11 5.5000000000000009 5.5000000000000009 12 8.5000000000000018 29.500000000000004 101.00000000000001 13 10.500000000000002
decision_type=9 9 10 9 9 9 9 10 9 10 9 10 10 10 8 10 10 9 9 9 8 1 8 10 9 8 8 10 9 8
left_child=1 27 15 6 5 10 7 -2 9 -7 -5 -12 13 -10 -8 16 -3 -6 19 20 -19 28 -23 24 25 -21 -26 -1 -22 -30
right_child=3 2 -4 4 17 8 14 -9 12 -11 11 -13 -14 -15 -16 -17 -18 18 -20 23 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-3.6502330449147711e-05 -1.2710588773455121e-05 8.7178273684313312e-06 -2.3171388577538445e-05 1.4769858272853537e-05 1.2417645287445989e-06 -0.00010467762680825905 -1.333978529264648e-06 3.9829805399504561e-06 -1.2933711036021617e-05 0.00033583223064425071 2.3272622509454704e-08 -9.1765716988658955e-06 0.00016731608861949646 -6.6223715989777239e-05 2.324419829848417e-06 6.7126217205540967e-06 -3.6775626826918456e-06 -1.6792679884730052e-05 0.0002170727315530107 -0.00026333250211681657 1.6481733487876712e-06 1.4253337758477769e-07 -5.9075501175086858e-06 4.7401331717751739e-06 -4.8230599688126838e-05 2.2323064811347124e-06 -4.1725695886590998e-05 -3.0742493520000559e-06 0.00011417178970763821 1.6214421398528391e-05
leaf_weight=113 49 100 28 112 284 42 25 67 91 66 178 25 26 95 499 29 49 73 153 30 144 89 25 31 49 106 51 25 93 202
leaf_count=113 49 100 28 112 284 42 25 67 91 66 178 25 26 95 499 29 49 73 153 30 144 89 25 31 49 106 51 25 93 202
internal_value=0.000202034 -0.00209577 -0.000626728 0.000512233 0.000192308 -0.000835913 0.00147465 -0.000755905 -0.00217523 -6.72268e-05 0.000552147 -0.000504673 -0.00319282 -0.00393583 0.00197383 0.000178771 -0.00056 0.000686055 0.000363292 1.32745e-05 0.000477237 0.000960289 -0.00125217 -0.00105036 -0.0015865 -0.000108843 -0.00324324 -0.00408054 0.00153636 0.00215686
internal_weight=2949 344 206 2605 1965 635 640 116 320 108 315 203 212 186 524 178 149 1330 1046 893 626 553 114 267 236 136 100 138 439 295
internal_count=2949 344 206 2605 1965 635 640 116 320 108 315 203 212 186 524 178 149 1330 1046 893 626 553 114 267 236 136 100 138 439 295
cat_boundaries=0 18 19 36 38 39 40 41 44 56 57 59 60 61 62
cat_threshold=131074 128 605028352 512 524288 2 0 0 0 134217760 32 0 0 268435456 0 0 0 384 260 268435457 0 0 2621444 2 134217728 131072 809508864 0 0 8192 256 67108864 0 0 0 1073741968 16834560 32 200 2336 18 4 0 524288 0 17 0 2048 0 0 0 131072 2048 8192 0 128 256 1073741824 6276 2 65570 144
is_linear=0
shrinkage=0.04


Tree=560
num_leaves=31
num_cat=14
split_feature=8 8 11 3 12 9 5 0 4 4 12 6 3 8 0 9 6 1 0 3 3 5 5 15 12 0 8 12 0 3
split_gain=1.41477 1.09716 0.55799 0.708354 0.43035 0.360944 0.334972 0.288495 0.27595 0.346099 0.318351 0.760818 0.61079 0.328392 0.37868 0.323238 0.38313 0.300831 0.228192 0.228161 0.213832 0.199882 0.199364 0.190896 0.407279 0.183026 0.171612 0.246287 0.287409 0.158823
threshold=0 1 2 1996.5000000000002 3 4 3.5000000000000004 37.750000000000007 5965.0000000000009 2560040000.0000005 5 6 2000.5000000000002 7 32.500000000000007 8 9 5.5000000000000009 12.250000000000002 2017.5000000000002 2010.5000000000002 3.5000000000000004 2.5000000000000004 10 11 39.07500000000001 12 13 24.500000000000004 1980.5000000000002
decision_type=9 9 9 10 9 9 8 10 8 8 9 9 10 9 10 9 9 8 10 10 10 8 8 9 9 10 9 9 10 10
left_child=7 6 3 -3 -4 -6 -2 -1 29 21 11 17 -13 14 -12 19 -17 18 -11 20 23 -10 -16 -15 25 -25 27 28 -8 -7
right_child=1 2 4 -5 5 8 26 -9 9 10 13 12 -14 15 22 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.3677341688555412e-06 -5.3720180323540739e-06 -4.0479975390119293e-06 3.4396442015525016e-06 -3.2208363693014243e-05 1.1069686953046603e-05 4.5299659019534047e-06 -7.2604299098430341e-06 -3.8370270855997014e-05 8.0701229467672527e-06 -9.3658943856988837e-08 1.0284605690260036e-05 -6.4018492098998157e-05 0.0015017760289598881 -3.6929698660424141e-06 -9.5557496762924907e-06 4.0578611129969435e-05 3.6553206086203489e-06 -3.2499035356780637e-06 9.9731144439535662e-07 8.7916188672070493e-06 -0.00017681499620275681 -1.8524903256701247e-05 -1.4129927868953402e-05 -1.0496596284803693e-06 6.3256307208936586e-07 -2.3303619721138059e-06 1.7498519763730134e-05 2.9230727237597778e-06 1.4659629725679474e-06 -4.7196521990834285e-05
leaf_weight=35 67 100 100 39 114 126 25 66 27 32 26 91 28 112 28 105 183 63 159 53 32 40 75 46 533 117 219 197 80 42
leaf_count=35 67 100 100 39 114 126 25 66 27 32 26 91 28 112 28 105 183 63 159 53 32 40 75 46 533 117 219 197 80 42
internal_value=0.000162108 0.000333101 -6.83609e-05 -0.00242667 9.70603e-05 -3.52421e-05 0.00185643 -0.00425 -0.000170036 -0.000319817 -0.000206651 -0.00121875 -0.00372308 9.08404e-05 -0.00174286 0.000305369 0.00144482 6.03775e-05 0.000854167 -7.52211e-05 -0.000237812 -0.00311765 -0.00296154 -0.000108776 0.000147101 -0.00154023 0.00222989 0.00143131 -0.000172414 0.00137278
internal_weight=2960 2859 2271 139 2132 2032 588 101 1918 1750 1683 373 119 1310 129 1181 288 254 191 893 840 67 103 808 696 163 521 302 105 168
internal_count=2960 2859 2271 139 2132 2032 588 101 1918 1750 1683 373 119 1310 129 1181 288 254 191 893 840 67 103 808 696 163 521 302 105 168
cat_boundaries=0 26 56 59 61 63 64 65 91 93 94 95 96 123 124
cat_threshold=1073741824 0 0 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 16 2048 0 134217728 0 0 0 0 1 0 0 131076 10240 1048576 0 0 0 0 4096 8192 384 0 0 8 0 1342177280 64 0 0 4096 2 66592 1 1024 2 1073873024 16 67158048 392 0 12 0 0 0 0 262144 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 0 26624 88 137363456 131074 0 0 0 0 0 0 0 0 0 0 0 131072 2048 1048576 0 0 0 0 0 8192 384 0 0 0 0 0 64 16959490
is_linear=0
shrinkage=0.04


Tree=561
num_leaves=31
num_cat=13
split_feature=8 8 2 12 2 14 6 12 2 2 13 2 12 12 12 2 3 2 2 12 12 2 3 3 2 2 2 2 16 2
split_gain=1.82981 0.603731 1.0172 0.460369 0.848787 0.376338 0.445434 0.939678 0.750569 0.709652 0.759278 1.05175 0.878253 0.599449 0.509402 0.507923 0.500606 0.40036 0.363618 0.468127 0.36189 0.347434 0.338429 0.386307 0.328864 0.301272 0.276524 0.277755 0.302478 0.275003
threshold=0 1 39.500000000000007 2 43.500000000000007 3 4 5 19.500000000000004 19.500000000000004 6 83.500000000000014 7 8 9 108.50000000000001 2010.5000000000002 39.500000000000007 29.500000000000004 10 11 55.500000000000007 2016.5000000000002 2002.5000000000002 51.500000000000007 21.500000000000004 3.5000000000000004 9.5000000000000018 12 14.500000000000002
decision_type=9 9 10 9 10 9 9 9 8 8 9 10 9 9 9 10 8 8 8 9 9 8 10 10 10 10 10 10 1 10
left_child=3 2 -2 4 -1 -3 7 -7 16 14 12 13 15 17 22 -11 -9 -12 -15 -20 -14 -21 23 26 -19 -10 -8 -28 29 -29
right_child=1 5 -4 -5 -6 6 9 8 25 10 11 -13 20 18 -16 -17 -18 24 19 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=3.6388626072265576e-06 -8.5617690447390895e-06 2.3917916582402183e-06 -0.00030098707456223866 3.5219325949530713e-06 -5.6432541209282764e-06 3.6720883178987158e-05 7.3021797653628565e-06 0.0002308858113767734 0.00012809331682050852 -1.6348809182983386e-06 -1.1292105677280064e-05 2.4938687006202775e-06 1.1869022377821866e-06 -1.3369928963596912e-05 4.1376604570473189e-06 -3.4257819485944639e-05 -0.00013840620842239847 -3.0428146682423231e-05 8.8523035611459764e-07 5.0170610961185779e-08 2.4928187970374439e-06 -4.0681872559078585e-05 0.00025490630928869112 -0.00016515363088073345 -1.3747250125818448e-07 -5.9545982044566496e-05 -7.2622666832124888e-05 6.2997134962919814e-08 -1.3680186670491376e-06 0.00015967929577834821
leaf_weight=112 84 199 28 442 40 108 66 25 46 76 33 141 231 84 332 27 81 47 100 64 119 76 28 44 30 84 85 55 35 42
leaf_count=112 84 199 28 442 40 108 66 25 46 76 33 141 231 84 332 27 81 47 100 64 119 76 28 44 30 84 85 55 35 42
internal_value=4.58686e-05 -0.000453591 -0.00318699 0.00200992 4.90799e-05 -0.000303217 -0.0004657 -0.00175775 -0.0031417 -0.000196987 -0.000862974 -0.00180887 0.00037069 -0.00281379 0.000796512 -0.00270175 -0.00575701 -0.00528926 -0.00174328 -0.00099585 0.00132964 -0.00238411 -0.000273224 -0.000646341 -0.00733333 -0.00122137 -9.85914e-05 -0.000788991 0.000360902 0.0015102
internal_weight=2964 2370 112 594 152 2258 2059 344 236 1715 1028 575 453 434 687 103 106 110 324 240 350 140 355 327 77 130 283 217 132 97
internal_count=2964 2370 112 594 152 2258 2059 344 236 1715 1028 575 453 434 687 103 106 110 324 240 350 140 355 327 77 130 283 217 132 97
cat_boundaries=0 29 59 61 62 63 65 66 68 69 71 72 73 74
cat_threshold=16 2050 0 0 65536 0 0 0 1 0 0 131076 8192 1048576 0 0 0 0 4096 8192 384 0 4194304 8 0 0 4 0 524416 268435456 0 0 0 2147483648 0 0 0 0 32768 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 32768 0 0 0 4096 67160064 2 144 20 18022400 34 12 16811008 32 92160 18056256 32 164098 207106 2
is_linear=0
shrinkage=0.04


Tree=562
num_leaves=31
num_cat=8
split_feature=7 8 4 6 0 7 15 2 2 6 0 2 2 2 13 2 2 1 2 2 0 4 2 0 7 4 4 2 4 1
split_gain=1.42464 1.29805 1.09047 0.884785 0.844005 0.565145 0.62202 0.614965 1.08052 0.463763 0.508247 0.835595 0.400322 1.02497 0.376683 0.464181 0.475871 0.343112 0.43929 0.383352 0.364901 0.284882 0.247136 0.253379 0.243734 0.2285 0.342857 0.212978 0.186835 0.282535
threshold=0 1 16000.000000000002 2 36.400000000000006 3 4 37.500000000000007 25.500000000000004 5 33.175000000000004 6.5000000000000009 12.500000000000002 74.500000000000014 6 32.500000000000007 44.500000000000007 5.5000000000000009 19.500000000000004 30.500000000000004 23.500000000000004 5965.0000000000009 16.500000000000004 39.07500000000001 7 2091500000.0000002 3550.0000000000005 28.500000000000004 111530735000.00002 5.5000000000000009
decision_type=9 9 10 9 10 9 9 10 8 9 8 10 8 10 9 10 10 8 8 8 10 10 10 10 9 10 10 8 8 10
left_child=2 24 3 4 -1 6 7 8 22 17 11 -11 -6 -14 15 -12 -17 25 -19 -20 -21 -8 23 -3 -2 26 -7 -16 -22 -30
right_child=1 5 -4 -5 12 9 21 -9 -10 10 14 -13 13 -15 27 16 -18 18 19 20 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.3670376532666459e-07 3.0154725789843455e-06 3.6948202578226387e-06 -1.1241839751045295e-05 1.6664111454310063e-06 -0.00010760383655460763 1.0503145805947976e-06 5.5026743709320656e-06 1.5227662491128764e-06 -3.2668701781215801e-05 -5.4996281172927409e-05 -3.2097213240591739e-06 6.2536816284358086e-07 8.7276773992442464e-06 -1.3572542629520483e-05 -3.5881238803898352e-05 -0.00035246846270411969 -2.4492727337009291e-05 8.4556696470611701e-06 -2.3499664410419904e-05 -5.6832986566768361e-07 -3.0691173245550848e-05 -1.1541250910864701e-07 -1.6936286801214243e-06 -1.4839900156555944e-06 3.6623353716489176e-06 4.504119921480421e-05 -5.4256331645175999e-05 0.00020693928224428608 -0.00010244636823039628 7.5636129044664595e-06
leaf_weight=65 141 35 25 153 33 609 172 102 33 34 284 45 50 41 48 26 100 94 32 37 37 40 36 54 353 36 25 94 59 32
leaf_count=65 141 35 25 153 33 609 172 102 33 34 284 45 50 41 48 26 100 94 32 37 37 40 36 54 353 36 25 94 59 32
internal_value=0.000252905 0.000588556 -0.00204233 -0.00149271 -0.00322 0.000142651 0.00134162 1.42963e-10 -0.00155975 -0.000219588 -0.00105296 -0.00405 -0.005312 -0.00386956 -0.000636528 -0.00123515 -0.00327559 0.000333333 -0.000808219 -0.00187879 -0.00108434 0.00290583 0.00015873 0.00128889 0.00240792 0.000834575 0.000655118 0.00109804 -6.20154e-05 0.000913044
internal_weight=2925 2558 367 342 189 2064 472 260 158 1592 631 79 124 91 552 410 126 961 291 197 165 212 125 89 494 670 634 142 128 91
internal_count=2925 2558 367 342 189 2064 472 260 158 1592 631 79 124 91 552 410 126 961 291 197 165 212 125 89 494 670 634 142 128 91
cat_boundaries=0 18 47 48 66 67 68 69 86
cat_threshold=0 144 1677721600 526336 524288 8258 0 0 33554432 134217728 32 256 0 0 67108864 32 0 256 0 2052 0 0 65536 0 0 2147483648 1 0 0 131076 10240 1048576 0 0 0 0 0 10240 384 0 0 0 0 268435456 0 0 524288 262 2 0 8192 262660 0 0 131072 8192 0 8224 8192 128 268435472 0 0 0 144 128 69206016 202 6 0 0 0 0 0 0 131072 536870912 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=563
num_leaves=31
num_cat=9
split_feature=7 8 8 1 11 3 7 9 17 0 2 0 2 1 2 0 4 1 2 2 6 2 2 6 3 2 0 0 1 2
split_gain=1.30101 1.34662 0.540724 0.495596 0.448344 0.731506 0.41813 0.436665 0.411393 0.490395 0.403548 0.362958 0.612413 0.297678 0.786725 0.291793 0.272343 0.274976 0.29955 0.26753 0.327748 0.222085 0.21676 0.212596 0.208787 0.205279 0.267213 0.241366 0.277139 0.217934
threshold=0 1 2 1.5000000000000002 3 2007.5000000000002 4 5 6 40.250000000000007 9.5000000000000018 36.400000000000006 5.5000000000000009 5.5000000000000009 18.500000000000004 37.250000000000007 45.000000000000007 4.5000000000000009 32.500000000000007 8.5000000000000018 7 19.500000000000004 46.500000000000007 8 2007.5000000000002 12.500000000000002 20.500000000000004 39.07500000000001 5.5000000000000009 11.500000000000002
decision_type=9 9 9 10 9 10 9 9 9 8 10 10 10 8 10 8 10 10 10 8 9 10 10 9 8 10 8 10 8 8
left_child=4 -2 3 -3 5 10 -4 15 9 -9 -1 16 -13 14 -14 -8 17 -6 -19 20 -10 -17 -16 -21 -25 27 -27 28 -26 -29
right_child=1 2 6 -5 11 -7 7 8 19 -11 -12 12 13 -15 22 21 -18 18 -20 23 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-1.2629465005983884e-05 3.6699289498969906e-06 -0.00011058543990073342 8.3772311846518864e-06 -2.0062168749536096e-06 3.3361113484553367e-06 -4.1167984623601396e-05 -4.7325284833785383e-06 3.083069958344406e-06 3.4326695726213002e-07 -0.00021082407740736806 1.6984314838538512e-05 1.2368219588562344e-05 -0.000129982209918429 -1.8150848079814072e-05 9.5973699808528272e-07 1.1360789906561338e-06 1.7284947399908899e-05 -7.3281530679987988e-08 -7.9295873766284436e-06 0.00028961009403062724 8.55948482796468e-06 -0.00011367320193797691 -8.1683008891222086e-06 -5.8884755329897093e-05 3.5549251853409285e-06 -7.8518405115907964e-08 3.948596955045826e-06 -5.2443197197912668e-06 -7.3100579365211004e-07 -0.00015964071482181939
leaf_weight=60 288 36 224 177 48 33 29 73 120 43 152 38 25 28 34 59 28 43 47 110 182 38 52 84 41 312 431 66 25 31
leaf_count=60 288 36 224 177 48 33 29 73 120 43 152 38 25 28 34 59 28 43 47 110 182 38 52 84 41 312 431 66 25 31
internal_value=0.000252874 0.000670588 0.00030784 -0.00155357 -0.00141569 -7.81249e-05 0.000527941 0.000299698 0.000491825 -0.00170079 0.000788733 -0.00233898 -0.00366292 -0.00488571 -0.00389286 -0.00186861 -0.00105389 -0.00178417 -0.00307692 0.000685067 0.00174257 -0.000938775 -0.00202299 0.000399637 0.0001998 0.000379272 0.00066129 -0.000902439 0.000955224 -0.00216327
internal_weight=2957 2369 2081 213 588 245 1868 1644 1518 116 212 343 177 139 111 126 166 138 90 1402 302 97 86 1100 990 906 743 163 66 97
internal_count=2957 2369 2081 213 588 245 1868 1644 1518 116 212 343 177 139 111 126 166 138 90 1402 302 97 86 1100 990 906 743 163 66 97
cat_boundaries=0 18 47 77 80 97 99 100 101 102
cat_threshold=131075 145 1140850688 526336 524290 8258 0 268435456 33554432 134217760 0 256 0 268435456 0 0 4096 384 0 2052 0 0 65536 1 0 2147483648 1 32768 0 0 0 0 0 0 0 0 4096 2048 128 0 0 0 0 32768 64 0 128 268435456 8 0 0 0 0 0 0 0 0 0 2048 64 512 0 0 0 0 0 0 2147483648 524288 0 0 0 1073758208 0 0 524288 4096 4 512 524288 0 0 0 2105348 0 0 0 8192 2048 0 32 128 16 0 0 0 128 257 8208 49 146 80
is_linear=0
shrinkage=0.04


Tree=564
num_leaves=31
num_cat=14
split_feature=7 12 7 0 12 0 9 4 6 4 9 15 0 4 11 0 4 1 12 12 6 11 1 11 0 1 4 1 0 1
split_gain=0.967869 1.67225 0.655216 0.450308 0.366679 0.376897 0.274427 0.357731 0.265313 0.755562 0.263507 0.228396 0.269012 0.20257 0.200158 0.190633 0.187406 0.175993 0.174993 0.166334 0.48322 0.371514 0.338343 0.2113 0.173964 0.161279 0.160448 0.132985 0.125362 0.110741
threshold=0 1 2 36.900000000000006 3 9.5000000000000018 4 152.50000000000003 5 3841755000.0000005 6 7 42.250000000000007 52809240000.000008 8 33.175000000000004 481.00000000000006 5.5000000000000009 9 10 11 12 3.5000000000000004 13 16.750000000000004 5.5000000000000009 9950.0000000000018 5.5000000000000009 42.960000000000008 5.5000000000000009
decision_type=9 9 9 10 9 10 9 8 9 8 9 9 10 8 9 10 10 8 9 9 9 9 10 9 10 8 10 8 10 8
left_child=1 -1 -2 27 5 -4 15 -8 14 16 17 -12 -13 -14 18 -6 -10 -11 -7 21 23 22 -9 -21 -24 -5 -18 -3 -17 -23
right_child=2 3 4 25 6 8 7 19 9 10 11 12 13 -15 -16 28 26 -19 -20 20 -22 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.5332444673141654e-06 4.9560073352254087e-06 -2.4958431868279869e-07 -1.1549156282800321e-05 -2.4892205997144518e-05 8.7708486760984785e-06 1.6727171833865627e-07 -1.4039653115047825e-05 1.837909822910433e-06 5.0600858442969782e-06 -1.7205841669924961e-05 1.1158621845417767e-05 -0.00020281101265637845 6.8242780686779072e-05 -7.6864753448586038e-06 1.014681970582938e-05 2.2474081378424993e-06 -0.00010429373121106405 0.0010752641273872408 1.4910227514896368e-06 1.1498434307645647e-06 -1.916109420915367e-05 1.1162370361638203e-06 -8.6363153286583833e-08 5.0623396392976634e-07 -2.9568685823469578e-05 -6.079529038797927e-05 -6.1602464805546385e-05 -3.3819102634562771e-05 -6.2413530443360203e-05 -2.4239283148500372e-06
leaf_weight=109 208 63 48 106 33 216 26 27 27 112 288 50 30 35 210 150 30 25 294 136 125 143 45 214 49 34 26 25 27 42
leaf_count=109 208 63 48 106 33 216 26 27 27 112 288 50 30 35 210 150 30 25 294 136 125 143 45 214 49 34 26 25 27 42
internal_value=0.000342586 -0.00164368 0.000602969 -0.00354812 0.000410087 0.000830243 -0.000167315 -0.000503667 0.00096131 0.000334385 0.000887246 0.00138164 -0.00015873 0.00151515 0.00147743 0.00108597 -0.00319048 -0.000621621 0.000998081 -0.000352941 0.000123457 -0.00105994 -0.00269697 0.000886427 -0.00404211 -0.00510638 -0.00449123 -0.0014382 0.000606742 0.000102041
internal_weight=2953 337 2616 228 2408 1391 1017 807 1343 623 540 403 115 65 720 210 83 137 510 781 475 306 121 350 94 140 56 88 177 185
internal_count=2953 337 2616 228 2408 1391 1017 807 1343 623 540 403 115 65 720 210 83 137 510 781 475 306 121 350 94 140 56 88 177 185
cat_boundaries=0 18 20 35 37 39 40 42 43 44 45 46 47 50 52
cat_threshold=131074 16 67108864 526336 0 134225986 0 805306368 0 134217728 32 0 8388608 0 0 32 0 384 106560 2 268435456 1 262144 2097152 65536 0 4194304 8192 2048 536870912 0 0 0 0 67108864 1123362 34 0 20624 280 0 20528 2214592512 49188 9218 131392 202 32 1024 524288 32800 1024
is_linear=0
shrinkage=0.04


Tree=565
num_leaves=31
num_cat=7
split_feature=7 0 6 3 1 7 2 12 2 0 2 2 3 2 2 12 0 0 3 0 2 4 2 2 12 0 2 7 2 2
split_gain=0.835897 0.746439 0.57154 0.525316 0.477642 0.467263 0.565324 0.479385 0.484413 0.458879 0.538144 0.394417 0.697338 0.332738 0.319773 0.315472 0.794643 0.470386 0.293768 0.285514 0.276098 0.261618 0.272161 0.254883 0.252199 0.300481 0.250055 0.240374 0.33731 0.404344
threshold=0 40.250000000000007 1 1996.5000000000002 5.5000000000000009 2 40.500000000000007 3 182.50000000000003 42.710000000000008 15.500000000000002 22.500000000000004 2024.5000000000002 86.500000000000014 12.500000000000002 4 16.750000000000004 35.250000000000007 2013.5000000000002 15.500000000000002 40.500000000000007 1642125000.0000002 8.5000000000000018 58.500000000000007 5 39.07500000000001 9.5000000000000018 6 2.5000000000000004 42.500000000000007
decision_type=9 8 9 8 8 9 8 9 10 10 10 10 8 10 8 9 10 10 10 10 10 8 10 10 9 10 8 9 8 10
left_child=14 3 4 -2 -3 6 -5 8 11 10 -4 18 20 -11 21 19 -17 -18 24 -14 -13 -1 -23 -21 26 -26 -7 -9 -29 -30
right_child=1 2 9 5 -6 7 -8 27 -10 13 -12 12 15 -15 -16 16 17 -19 -20 23 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-3.4762458460147203e-05 0.00016936438358171197 -3.3266119902666039e-05 1.8173014820632717e-06 -1.5936170712266166e-05 -0.00051343096884700853 -1.5711747330035982e-05 1.264299164788619e-05 1.5051290744809396e-06 0.0002949904549531836 4.7242800262048422e-06 -2.9070364892659211e-05 -9.6122419043615575e-05 1.4394173812672207e-06 -0.00068866098665129952 1.7648144886810042e-06 -1.0934446443060804e-06 2.6565845636809934e-06 -7.3091686086388457e-06 5.0553833551367743e-05 2.508515117785315e-06 -7.3117548549610384e-06 1.0121078455998514e-05 -4.7314418151707075e-06 -2.3883059333646152e-05 8.2558074102142686e-07 -9.636887890531506e-05 3.627930722435183e-06 -1.6924825655800056e-05 3.6268603518672633e-06 -2.8628156671637781e-07
leaf_weight=27 62 80 32 70 32 106 35 164 57 186 32 29 52 25 426 52 47 81 49 32 35 92 52 25 60 85 166 49 502 200
leaf_count=27 62 80 32 70 32 106 35 164 57 186 32 29 52 25 426 52 47 81 49 32 35 92 52 25 60 85 166 49 502 200
internal_value=0.000369691 2.5467e-05 -0.00157732 0.000343032 -0.0038374 0.000223511 -0.00224138 0.000379578 -0.000288613 -0.00048951 -0.00344615 -0.000541463 -0.00154802 0.000396227 0.00169079 -0.000703448 -0.00167539 -6.20154e-05 0.000222698 0.000966667 -0.00529231 0.000255814 0.000937931 -0.000896552 -0.000124402 -0.00141026 0.00059364 0.00101512 0.000687664 0.000921764
internal_weight=2942 2345 387 1958 112 1896 105 1791 876 275 64 819 353 211 597 289 180 128 466 109 64 171 144 57 417 145 272 915 751 702
internal_count=2942 2345 387 1958 112 1896 105 1791 876 275 64 819 353 211 597 289 180 128 466 109 64 171 144 57 417 145 272 915 751 702
cat_boundaries=0 17 18 36 38 39 41 58
cat_threshold=268435456 0 1611931648 4 2 134217728 0 536870912 67584 16 32800 128 0 268435456 0 0 128 86 131072 0 0 0 0 64 0 0 33554432 134217728 0 0 0 0 0 0 1073741824 256 83992640 32 67182592 41024 32 0 0 0 2048 0 0 0 131072 0 8192 0 0 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=566
num_leaves=31
num_cat=8
split_feature=7 8 7 12 2 2 2 0 2 0 5 3 2 13 0 0 2 7 3 2 12 5 4 1 2 2 2 4 2 8
split_gain=1.17332 0.963111 0.544925 0.666386 0.608568 0.436595 0.4119 0.677049 0.373495 0.354194 0.350641 0.538819 0.357207 0.325405 0.58937 0.318472 0.30972 0.303378 0.397209 1.00101 0.297906 0.295203 0.2867 0.428068 0.250024 0.307179 0.280304 0.269316 0.222132 0.191591
threshold=0 1 2 3 9.5000000000000018 29.500000000000004 20.500000000000004 40.250000000000007 24.500000000000004 38.57500000000001 1.0000000180025095e-35 2004.5000000000002 39.500000000000007 4 39.07500000000001 22.250000000000004 114.50000000000001 5 2012.5000000000002 29.500000000000004 6 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 119.00000000000001 39.500000000000007 45.500000000000007 552615000.00000012 80.500000000000014 7
decision_type=9 9 9 9 8 8 10 10 10 10 10 10 10 9 10 10 10 9 10 10 9 8 10 8 10 8 8 10 10 9
left_child=17 5 4 29 -3 -2 7 13 -8 15 11 12 -11 14 -5 -10 -7 -1 20 -20 -19 -6 23 -9 25 -22 -27 -28 -14 -4
right_child=1 2 3 6 21 16 8 22 9 10 -12 -13 28 -15 -16 -17 -18 18 19 -21 24 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=7.2901241203085725e-06 -1.0374755314013214e-05 -7.795225980576371e-05 1.2875723283260687e-06 -1.3821436723790488e-05 -2.2392944233728123e-06 9.1296547902209402e-07 -2.7408157266687956e-05 -3.1591817787467528e-05 -3.9018195891558695e-07 -5.7218045118185887e-05 2.3302283519034064e-05 2.2812791447431864e-05 4.3930440770839696e-06 1.9727985536283363e-05 6.0657817151370231e-06 2.5787002276212739e-05 -7.1955171826813979e-05 3.2150853581063522e-06 -0.00013012296277388236 1.7208375260835246e-05 1.2943903264370585e-06 -3.0927411968017262e-07 0.00010763354590398053 -7.2635368472207294e-05 2.1655147076512937e-05 -1.1571188631325192e-06 2.1487661506070778e-07 -0.00026800401626963052 -6.0799157603084742e-05 2.8831861531811446e-06
leaf_weight=112 42 43 138 58 27 35 27 49 116 27 29 28 26 168 121 28 31 290 33 36 320 177 26 26 58 28 130 25 33 661
leaf_count=112 42 43 138 58 27 35 27 49 116 27 29 28 26 168 121 28 31 290 33 36 320 177 26 26 58 28 130 25 33 661
internal_value=0.000309258 -0.000278152 -4.83781e-05 0.000231552 -0.00175194 -0.00376471 -0.000610608 0.000160356 -0.00172698 -0.00129167 -0.00269444 -0.00368696 -0.00524138 0.001 -0.000231579 0.000110345 -0.00202985 0.0013883 0.00111708 -0.00177143 0.0013662 -0.000897561 -0.00270588 -0.00394737 0.000776224 0.0005 -0.000804348 -0.000128205 -0.0034 0.0010321
internal_weight=2948 1916 1808 1561 247 108 762 448 314 287 143 114 86 347 179 144 66 1032 920 69 851 204 101 75 561 503 183 155 59 799
internal_count=2948 1916 1808 1561 247 108 762 448 314 287 143 114 86 347 179 144 66 1032 920 69 851 204 101 75 561 503 183 155 59 799
cat_boundaries=0 17 41 59 61 62 77 79 102
cat_threshold=131072 268435472 538189824 2097668 34 8192 131072 8192 67584 32 40992 128 67108864 268435456 67108864 0 144 1073741824 0 0 0 0 0 0 2147483648 0 0 0 2048 2048 0 0 0 0 0 33554432 0 2147483648 0 0 8 3 128 0 526336 0 134217728 0 805306368 33554432 268435456 0 0 0 0 0 32 0 128 17894658 2 2 0 268435456 262144 2097664 0 8192 0 8192 0 0 0 0 67108864 268435456 67108864 67119168 34 16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=567
num_leaves=31
num_cat=9
split_feature=7 8 2 0 8 2 7 14 10 3 17 4 7 3 4 2 2 2 2 0 0 0 3 2 5 5 6 0 3 2
split_gain=1.41275 0.702366 0.601586 0.47181 0.480845 0.480594 0.450106 0.426383 0.414274 0.36977 0.312214 0.394935 0.28731 0.279756 0.279602 0.278468 0.334982 0.261214 0.287481 0.239394 0.231783 0.229887 0.485491 0.23199 0.214531 0.198066 0.193479 0.339038 0.187867 0.185617
threshold=0 1 61.500000000000007 6.5000000000000009 2 20.500000000000004 3 4 5 2002.5000000000002 6 4.0000000000000009 7 2017.5000000000002 45.000000000000007 48.500000000000007 21.500000000000004 8.5000000000000018 16.500000000000004 16.750000000000004 40.675000000000004 42.250000000000007 2018.5000000000002 50.500000000000007 1.5000000000000002 3.5000000000000004 8 23.500000000000004 2007.5000000000002 12.500000000000002
decision_type=9 9 10 10 9 8 9 9 9 8 9 10 9 8 10 8 10 8 10 10 10 10 8 8 10 8 9 10 10 10
left_child=2 12 14 -3 5 -5 19 -8 9 -9 11 20 -2 -12 15 16 29 -15 25 -6 -11 22 -10 -24 26 -19 27 -20 -21 -1
right_child=1 3 -4 4 6 -7 7 8 21 10 13 -13 -14 17 -16 -17 -18 18 24 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0924122441965334e-06 1.0045862167009806e-06 -2.2463679333078883e-05 -9.5438672331532302e-06 -6.2306465553122228e-06 3.8212365740106286e-07 3.6531975690942815e-07 3.5071625727365547e-06 1.7842787867974169e-05 0.0025750256959848989 -3.0789015458905883e-05 -4.6523011169969526e-05 0.00028637637282111569 6.0476143314562212e-06 3.1452449024665085e-06 -3.1533136175214176e-05 2.472050059812197e-05 -2.5683532668643502e-05 -6.9695690485442717e-06 9.4474529303728402e-08 6.1028154116739311e-06 6.089708033061676e-06 -4.3410415455282575e-05 -0.00013630306353933018 1.1202035545638387e-05 2.0240095377313024e-05 -1.2988054724457814e-07 -7.1195903402049833e-06 2.4851077437936407e-05 -4.7970233494359093e-07 1.0114196331516418e-05
leaf_weight=103 100 27 62 36 103 75 156 82 26 48 165 25 461 213 38 33 43 51 202 183 27 43 63 26 55 181 136 95 29 29
leaf_count=103 100 27 62 36 103 75 156 82 26 48 165 25 461 213 38 33 43 51 202 183 27 43 63 26 55 181 136 95 29 29
internal_value=0.000488173 0.000791142 -0.00203135 0.000441205 0.000514597 -0.00193443 0.000664583 0.000383801 0.000160111 0.000402789 0.000226856 -0.0018018 0.00203497 0.000425609 -0.00119838 -0.00061244 -0.00125 0.000698073 0.000332871 0.00202454 -0.00342105 -0.00170414 -0.000862069 -0.00226667 0.000883436 -0.000824034 0.000580645 0.00112987 0.00285446 -0.000240601
internal_weight=2916 2608 308 2047 2020 111 1909 1594 1438 1280 1198 100 561 1098 246 208 175 933 720 315 75 158 115 89 488 232 433 297 212 132
internal_count=2916 2608 308 2047 2020 111 1909 1594 1438 1280 1198 100 561 1098 246 208 175 933 720 315 75 158 115 89 488 232 433 297 212 132
cat_boundaries=0 18 48 77 94 95 96 97 108 109
cat_threshold=3 1 1610612736 2097664 524288 134217794 0 268435456 33554432 8192 0 8448 0 0 0 32 0 128 0 2048 0 0 65536 0 0 0 1 32768 0 4 10240 512 0 4096 0 0 0 2048 256 0 4194304 8 0 0 4 0 0 8192 268435456 8 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 0 0 524288 0 0 0 524288 0 0 4325376 8192 2048 134217728 0 0 0 0 0 0 1073741952 144 288 52 0 0 0 0 32 0 0 0 65536 0 8224 14
is_linear=0
shrinkage=0.04


Tree=568
num_leaves=31
num_cat=10
split_feature=7 8 2 12 3 4 7 8 12 3 12 2 2 0 12 2 0 4 13 4 0 12 2 4 2 2 2 0 2 1
split_gain=1.16303 1.29007 0.681037 0.626213 0.793989 0.495748 0.446807 0.418255 0.462675 0.394452 0.377439 0.308087 0.623451 0.272429 0.263537 0.625433 0.442787 0.419351 0.372404 0.577895 0.314806 0.416332 0.285379 0.262001 0.329202 0.252407 0.242794 0.217255 0.216716 0.206978
threshold=0 1 80.500000000000014 2 2018.5000000000002 1950.0000000000002 3 4 5 2006.5000000000002 6 51.500000000000007 19.500000000000004 12.250000000000002 7 51.500000000000007 38.20000000000001 552615000.00000012 8 111.00000000000001 47.250000000000007 9 15.500000000000002 11633120000.000002 92.500000000000014 92.500000000000014 17.500000000000004 18.500000000000004 26.500000000000004 4.5000000000000009
decision_type=9 9 8 9 8 8 9 9 9 10 9 10 8 8 9 8 10 8 9 10 10 9 10 10 8 10 8 10 10 10
left_child=2 5 3 -1 9 -2 10 -8 29 -5 11 12 -3 -10 18 17 -17 -16 19 26 21 28 -23 -7 -25 -18 -15 -20 -19 -9
right_child=1 6 -4 4 -6 23 7 8 13 -11 -12 -13 -14 14 15 16 25 20 27 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.5056462234847115e-06 -2.1886545601095639e-06 3.7200984081664504e-06 -7.1595992190176037e-06 3.2829335166181656e-07 2.5627052023524454e-06 7.3210670263811205e-06 -6.1387305780944594e-06 8.1630867223790554e-06 -5.0180495473568875e-06 -9.3503528318388335e-05 2.8622224967370493e-06 4.3360071670780693e-06 -3.5995493756363895e-06 -5.4706910175531895e-06 2.1878642985500688e-05 3.0042683675026771e-06 -5.1501126986254479e-05 1.2734414469236801e-06 1.2961019850699692e-06 -0.00021472562809960881 -4.9775854662477722e-05 -6.0489758639157072e-06 -3.0019083580959785e-05 6.5256100537573844e-06 -0.00022932402625408456 3.986347464746543e-05 5.4900267182211405e-06 6.4046946521498481e-06 -8.6630198762359548e-07 1.0446850703506553e-06
leaf_weight=118 47 49 104 29 143 672 113 61 48 25 196 35 44 57 37 54 40 92 41 26 25 57 49 29 26 35 105 236 26 295
leaf_count=118 47 49 104 29 143 672 113 61 48 25 196 35 44 57 37 54 40 92 41 26 25 57 49 29 26 35 105 236 26 295
internal_value=0.00033482 0.00066241 -0.0015907 -0.000696202 0.000711539 0.00200764 4.8499e-05 -0.000264204 -4.94207e-05 -0.00334545 0.00136119 -0.000345324 -0.00157447 -0.000519702 -0.000363223 -0.00107981 0.0012 -0.00214634 0.000294118 -0.00104523 -0.002736 -0.00224 -0.00389744 0.00229121 -0.000357143 -0.000789474 -0.000196319 0.00120833 -0.000372093 0.00115531
internal_weight=2914 2495 419 315 197 774 1721 1397 1284 54 324 128 93 928 880 415 129 286 465 188 249 224 106 727 55 75 162 277 118 356
internal_count=2914 2495 419 315 197 774 1721 1397 1284 54 324 128 93 928 880 415 129 286 465 188 249 224 106 727 55 75 162 277 118 356
cat_boundaries=0 18 48 49 67 96 98 99 100 101 102
cat_threshold=131074 145 0 2099200 524288 8258 0 268435456 65536 0 0 256 0 0 0 0 0 128 0 2052 0 0 2147483648 1 262144 0 1 0 0 131076 2112 512 0 4096 0 0 4096 10240 128 0 4194304 8 0 0 68 0 128 4096 190496 0 0 1074790400 0 0 0 131072 8192 0 0 0 0 16 0 0 32 16 256 0 8 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 2147483904 0 0 0 0 16384 0 0 524288 1254400 2 83042 67111202 12 16826368
is_linear=0
shrinkage=0.04


Tree=569
num_leaves=31
num_cat=13
split_feature=7 7 12 4 3 0 12 7 11 4 3 9 12 9 3 3 3 12 1 4 1 5 6 3 12 4 3 0 5 7
split_gain=1.14358 0.548014 0.543829 0.674519 0.591251 0.375071 0.627169 0.492849 0.454899 0.620235 0.433213 0.41516 0.346179 0.357643 0.281571 0.432425 0.292677 0.27679 0.625744 0.44893 0.328664 0.236142 0.272576 0.224806 0.217933 0.211522 0.178944 0.151307 0.148277 0.147799
threshold=0 1 2 293.00000000000006 2006.5000000000002 37.250000000000007 3 4 5 1317685000.0000002 1996.5000000000002 6 7 8 1997.5000000000002 1992.5000000000002 2004.5000000000002 9 3.5000000000000004 81348.500000000015 4.5000000000000009 1.5000000000000002 10 2014.5000000000002 11 37073800000.000008 2005.5000000000002 33.175000000000004 5.5000000000000009 12
decision_type=9 9 9 10 10 10 9 9 9 8 10 9 9 9 8 10 8 9 8 8 10 8 9 8 9 8 10 10 8 9
left_child=2 -2 27 4 -4 17 7 -7 12 -10 11 -11 -8 23 15 -9 -16 19 -19 -3 -21 -18 25 -14 -24 -23 -26 -1 -27 -22
right_child=1 5 3 -5 -6 6 8 14 9 10 -12 -13 13 -15 16 -17 21 18 -20 20 29 22 24 -25 26 28 -28 -29 -30 -31
leaf_value=-9.5769231601329265e-06 0.00024210448405957894 -1.152643617410758e-05 1.0372560607863065e-06 -0.00010974589643588776 -2.7064825583239251e-05 4.7169896770529046e-05 1.2431630039187976e-05 2.6184845531449657e-05 2.372021536530257e-05 3.5512292245883863e-07 -5.4064115948730681e-05 -4.071493287294916e-05 -4.9749464617219177e-05 1.3765606192206208e-05 2.5007423202506621e-05 -0.00018001222097434306 -9.1167497779685635e-06 -7.9091797761033172e-07 1.1734208677073575e-06 2.2947590533402301e-05 -9.611184579746004e-08 7.7177604717594341e-05 -9.7294902118843633e-06 -2.2862782270092944e-06 7.4316342669803734e-07 1.3918852194172457e-05 0.002025549654011442 -1.0908376576127069e-05 9.0820027834493256e-06 7.6766220312728817e-07
leaf_weight=29 116 28 158 38 33 112 102 30 28 118 49 139 37 105 44 29 90 81 491 81 120 81 118 98 119 26 27 76 193 134
leaf_count=29 116 28 158 38 33 112 102 30 28 118 49 139 37 105 44 29 90 81 491 81 120 81 118 98 119 26 27 76 193 134
internal_value=0.000477653 0.000761028 -0.00169275 -0.000516667 0.0004375 0.000626255 0.000245796 0.00095 -0.000663755 -0.00169275 -0.0022671 -0.0015969 0.000362606 -0.000478087 0.000557292 -0.00206667 0.0007897 0.00126068 0.0017976 0.000352941 0.00077381 0.000574046 0.000877876 -0.00178082 -8.72726e-05 0.00167203 0.000917198 -0.00396552 0.00107273 6.27452e-05
internal_weight=2930 2596 334 229 191 2480 1545 869 676 334 306 257 342 240 757 59 698 935 572 363 335 654 564 135 264 300 146 105 219 254
internal_count=2930 2596 334 229 191 2480 1545 869 676 334 306 257 342 240 757 59 698 935 572 363 335 654 564 135 264 300 146 105 219 254
cat_boundaries=0 18 35 36 38 55 56 58 60 62 64 65 66 75
cat_threshold=131074 16 1677721600 0 524320 134217792 0 4194304 0 134225920 0 256 0 0 0 32 1073741824 128 0 0 1310720 262144 0 2048 0 8192 0 0 0 0 128 0 0 0 16 116736 1125410 2 268435457 0 0 2048 0 0 0 0 33619968 0 0 128 0 268435456 0 0 4096 4 0 2048 67109120 32 0 18436 84976642 2 464 8194 0 0 0 4 0 0 0 131072 65536
is_linear=0
shrinkage=0.04


Tree=570
num_leaves=31
num_cat=12
split_feature=7 8 2 7 12 6 1 2 12 2 2 0 2 12 2 7 12 2 2 2 2 2 2 2 9 6 12 2 2 2
split_gain=1.25822 0.968836 0.900088 0.709684 0.546232 0.533619 0.872339 0.522546 0.368164 0.326357 0.318784 0.443989 0.293704 0.279248 0.415471 0.346352 0.510994 0.550571 0.57059 0.342206 0.270541 0.258506 0.257376 0.256702 0.366297 0.288907 0.457451 0.303329 0.24497 0.207301
threshold=0 1 61.500000000000007 2 3 4 5.5000000000000009 45.500000000000007 5 6.5000000000000009 45.500000000000007 37.750000000000007 18.500000000000004 6 129.50000000000003 7 8 20.500000000000004 45.500000000000007 6.5000000000000009 10.500000000000002 20.500000000000004 25.500000000000004 1.0000000180025095e-35 9 10 11 10.500000000000002 25.500000000000004 4.5000000000000009
decision_type=9 9 10 9 9 9 10 10 9 8 8 10 10 9 10 9 9 8 8 8 8 8 10 10 9 9 9 10 10 10
left_child=2 13 9 8 7 6 10 23 20 -1 22 -12 -11 14 15 16 21 -18 -19 -17 -3 -2 -6 -5 28 29 -27 -28 -25 -26
right_child=1 3 -4 4 5 -7 -8 -9 -10 12 11 -13 -14 -15 -16 19 17 18 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-3.851233071689022e-05 -2.9110420906333604e-08 -1.3037365828178945e-05 -1.3285609651329041e-05 -0.00013135836469244225 -6.0417585237013e-06 -1.5101711975406732e-06 -5.6584132645146568e-05 6.9162085075050752e-06 7.2889532419589685e-06 2.1154262990577376e-05 6.9465892430229425e-06 -5.7620213460496472e-05 -3.2858311361894819e-06 1.098610337282457e-06 -3.3067400263952456e-05 -6.4581996213026843e-06 5.5370909713943136e-06 -1.1999344288468852e-06 -2.9258368350097197e-08 2.254523172075266e-06 2.589966748818974e-06 1.3453748911430805e-06 0.00012028269353129631 0.00013649080804089875 0.00059504178880860278 -0.00013452142407681833 2.6630253137734729e-05 -2.6178270318788925e-05 -2.7646192746945187e-06 -2.9889465219388935e-08
leaf_weight=35 41 32 43 78 116 322 29 164 197 79 29 54 80 521 30 49 39 38 49 180 121 83 27 108 25 100 61 68 28 117
leaf_count=35 41 32 43 78 116 322 29 164 197 79 29 54 80 521 30 49 39 38 49 180 121 83 27 108 25 100 61 68 28 117
internal_value=9.91849e-05 0.000347442 -0.00262903 -0.000246591 -0.000670157 -0.00158503 -0.00293233 4.73686e-05 0.00132964 -0.00155897 -0.00218502 -0.00414286 -0.000775 0.00130644 0.000607692 0.000908333 -0.000153257 -0.00186861 -0.00377273 0.00198333 -0.000170732 0.0016 -0.00102778 -0.000511945 -0.000181102 -0.000827225 -0.00168333 -2.85713e-05 0.00152381 0.000575164
internal_weight=2943 2706 237 1676 1326 577 255 749 350 194 226 83 159 1030 509 479 250 126 87 229 153 124 143 585 507 371 229 129 136 142
internal_count=2943 2706 237 1676 1326 577 255 749 350 194 226 83 159 1030 509 479 250 126 87 229 153 124 143 585 507 371 229 129 136 142
cat_boundaries=0 12 38 56 58 59 61 62 70 71 73 74 75
cat_threshold=268566531 0 1048576 2099712 524288 8194 0 0 0 402653184 0 256 1073741840 2056 0 0 2147483648 1 0 0 0 0 0 133124 64 1049088 0 0 0 0 0 10240 256 0 20971520 8 0 268435456 0 0 0 524292 0 0 131072 8192 2048 32 32 128 16 0 0 0 1073741824 256 1253666 2 276 35842 32 83994944 0 0 0 0 34 0 131072 131072 67119360 0 16516 258 2
is_linear=0
shrinkage=0.04


Tree=571
num_leaves=31
num_cat=8
split_feature=8 8 0 0 14 3 9 2 4 6 2 1 3 2 3 2 0 4 4 6 9 5 0 0 2 3 3 2 2 6
split_gain=0.982833 0.541258 0.385991 0.446652 0.313213 0.2985 0.260496 0.197616 0.536224 0.402135 0.635522 0.334569 0.258119 0.250044 0.236191 0.244081 0.21128 0.188514 0.434864 0.230931 0.284802 0.333569 0.319209 0.313463 0.239886 0.371295 0.218679 0.196977 0.207066 0.193343
threshold=0 1 39.07500000000001 26.500000000000004 2 1995.5000000000002 3 95.500000000000014 267495000.00000003 4 6.5000000000000009 4.5000000000000009 1994.5000000000002 114.50000000000001 2000.5000000000002 88.500000000000014 36.400000000000006 199.50000000000003 33.000000000000007 5 6 3.5000000000000004 23.500000000000004 43.675000000000004 5.5000000000000009 2017.5000000000002 2018.5000000000002 32.500000000000007 10.500000000000002 7
decision_type=9 9 10 10 9 10 9 8 10 9 10 10 8 10 8 10 10 10 10 9 9 8 10 10 10 10 8 10 10 9
left_child=-1 2 3 -2 -3 -4 -6 9 13 10 -8 -11 -13 -9 -14 17 -15 18 19 -16 24 23 -23 27 -21 29 -24 28 -22 -26
right_child=1 4 5 -5 6 -7 7 8 -10 11 -12 12 14 16 15 -17 -18 -19 -20 20 21 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=2.8097318852615874e-06 -9.0420078323206084e-06 2.227245418570244e-06 2.8930129238343562e-07 -2.3574913972155759e-05 8.4132303713351594e-06 -1.197574366058217e-05 -5.1098852981706105e-05 5.2995298610173375e-06 -0.00012742416586625525 -1.1002290475258873e-05 -1.6315585994743468e-05 2.0498324891766396e-05 -2.6266742056267713e-05 4.6156402090960831e-06 2.0616394860918353e-05 -1.6992347878902664e-06 -2.9512786254945354e-06 7.2435284718842929e-06 -1.0828799748293133e-05 3.6861667895841856e-06 2.1739183534857044e-06 5.9141849175708048e-06 -2.0284620640686015e-05 4.3753964896683609e-05 -5.1826101464330332e-08 1.1124824111110475e-05 -1.749883509698606e-05 9.5278963962868307e-06 -5.3207730948380027e-06 1.2032077995216713e-05
leaf_weight=418 32 200 123 34 132 28 48 174 43 88 170 29 33 61 132 26 96 151 33 110 51 27 25 28 319 37 60 25 41 126
leaf_count=418 32 200 123 34 132 28 48 174 43 88 170 29 33 61 132 26 96 151 33 110 51 27 25 28 319 37 60 25 41 126
internal_value=0.000358497 5.13439e-05 -0.00180702 -0.00441791 0.000237258 -0.000763158 8.67053e-05 -3.49793e-05 0.000789333 -0.000233333 -0.00178166 3.25445e-05 0.000200957 0.00133735 0.000111021 0.000204698 0.000177215 0.000291595 9.45814e-05 0.000248473 -4.65102e-06 -0.00108955 -0.00276106 0.000136986 0.000477612 9.9379e-05 -0.00395349 -0.000779661 -0.00163441 -0.000224215
internal_weight=2900 2482 217 66 2265 151 2065 1933 374 1559 218 1341 1253 331 1224 1191 157 1165 1014 981 849 257 112 145 592 482 85 117 92 445
internal_count=2900 2482 217 66 2265 151 2065 1933 374 1559 218 1341 1253 331 1224 1191 157 1165 1014 981 849 257 112 145 592 482 85 117 92 445
cat_boundaries=0 26 56 57 59 60 61 63 64
cat_threshold=0 2050 0 134217728 8192 0 0 0 0 32768 0 131076 64 0 0 0 0 0 0 8192 384 0 4194304 0 0 1073741824 1342177280 0 4 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 33554432 0 0 0 0 0 0 49152 64 0 0 4096 144 1073873024 8192 20 2 0 18480 136
is_linear=0
shrinkage=0.04


Tree=572
num_leaves=31
num_cat=9
split_feature=7 7 6 2 2 2 0 2 2 15 0 2 2 0 9 6 4 17 2 2 2 2 4 0 2 0 0 6 5 9
split_gain=1.08961 0.706126 0.430602 0.387454 0.358187 0.30831 0.293388 0.275236 0.271791 0.256357 0.264747 0.235789 0.36584 0.209392 0.210002 0.634554 0.633486 0.552138 0.46591 0.290577 0.218838 0.208186 0.309261 0.211685 0.230168 0.202963 0.70607 0.201559 0.220721 0.18665
threshold=0 1 2 5.5000000000000009 28.500000000000004 119.00000000000001 30.500000000000004 129.50000000000003 7.5000000000000009 3 47.750000000000007 63.500000000000007 19.500000000000004 6.5000000000000009 4 5 1950.0000000000002 6 25.500000000000004 3.5000000000000004 12.500000000000002 35.500000000000007 10510.500000000002 42.960000000000008 4.5000000000000009 38.57500000000001 27.750000000000004 7 2.5000000000000004 8
decision_type=9 9 9 8 10 10 10 10 10 9 10 10 8 10 9 9 8 9 8 8 10 10 8 10 10 10 10 9 8 9
left_child=2 8 3 -1 -4 9 -5 -6 -2 10 25 12 -8 -11 15 21 -17 -18 20 -16 -19 22 -15 24 -24 26 -3 28 -21 -30
right_child=1 5 4 6 7 -7 11 -9 -10 13 -12 -13 -14 14 19 16 17 18 -20 27 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-8.4077627704600349e-05 2.0309601521972807e-06 8.4137895075337184e-07 1.3386154586540319e-05 -1.5715597889700678e-05 -4.0463916084989037e-05 7.746191014316755e-06 -2.6573388074683497e-05 4.393063512997347e-05 3.1611320986307112e-06 -2.425766751545242e-05 -9.9702015370000989e-06 -8.8012504956575235e-05 0.0001663344876693279 0.00051155152437408577 3.330923106716425e-06 -1.8714740056059553e-05 2.9120552238641273e-06 -4.79837493803178e-05 -0.00031115426298080175 -0.00045505719302561711 2.8772053852515954e-05 1.5927868502201636e-05 5.0778631663529907e-05 -3.1425817218328929e-05 -4.514497517398412e-06 0.001095795573378532 -0.00011166962656206925 6.7842681781074961e-06 -7.9317893504148337e-08 6.3814171301945072e-06
leaf_weight=31 115 231 82 27 43 159 48 26 277 26 40 33 34 32 85 32 112 89 64 25 43 52 39 33 93 90 25 285 572 122
leaf_count=31 115 231 82 27 43 159 48 26 277 26 40 33 34 32 85 32 112 89 64 25 43 52 39 33 93 90 25 285 572 122
internal_value=0.000289953 0.000559578 -0.00186269 -0.00319565 -0.000222222 0.000281416 -0.00246154 -0.00234286 0.00210422 0.000153037 0.00106801 -0.00155172 -0.000385542 -6.06413e-05 -4.76459e-06 -0.000606667 -0.0017094 -0.00119094 -0.00239614 0.000323637 -0.00114286 0.000907692 0.000343434 -0.000361446 0.000360902 0.00145245 0.000871595 0.000135324 -0.000224657 -9.20862e-05
internal_weight=2965 2641 324 173 151 2249 142 69 392 2090 386 115 82 1704 1678 589 340 308 196 1089 132 249 197 165 132 346 256 1004 719 694
internal_count=2965 2641 324 173 151 2249 142 69 392 2090 386 115 82 1704 1678 589 340 308 196 1089 132 249 197 165 132 346 256 1004 719 694
cat_boundaries=0 16 33 34 36 38 39 40 41 43
cat_threshold=131075 128 1610612736 2048 524288 134225922 0 0 33554432 8192 0 256 0 0 0 32 268435456 16 67108864 524288 0 2048 0 268435456 2048 134217744 8224 2097280 67108864 268435456 67108864 0 16 324 2157969408 1 0 20532 216 10 154 0 2048
is_linear=0
shrinkage=0.04


Tree=573
num_leaves=31
num_cat=11
split_feature=8 12 8 2 2 12 3 7 0 2 0 7 2 0 2 7 3 0 3 6 13 2 9 2 0 4 6 4 2 2
split_gain=1.50101 0.792887 0.788747 0.759194 0.709385 0.595574 0.520354 0.475039 0.352098 0.303754 0.292743 0.269566 0.300869 0.280181 0.266635 0.250764 0.232729 0.384065 0.298893 0.530038 0.464995 0.490018 0.435901 0.684971 0.563351 0.308677 0.227457 0.36093 0.36569 0.224986
threshold=0 1 2 14.500000000000002 69.500000000000014 3 1992.5000000000002 4 32.500000000000007 44.500000000000007 50.425000000000004 5 26.500000000000004 44.07500000000001 100.50000000000001 6 2011.5000000000002 38.57500000000001 1996.5000000000002 7 8 21.500000000000004 9 59.500000000000007 39.07500000000001 40797.000000000007 10 3023950000.0000005 2.5000000000000004 29.500000000000004
decision_type=9 9 9 8 10 9 10 9 10 10 10 9 10 10 10 9 10 10 10 9 9 10 9 10 10 8 9 8 10 10
left_child=1 8 15 -3 -5 6 11 -7 -1 -8 16 12 -4 -13 -11 -2 18 -18 19 20 -9 -22 25 26 -25 -21 -24 -28 -29 -10
right_child=2 3 5 4 -6 7 9 10 29 14 -12 13 -14 -15 -16 -17 17 -19 -20 22 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=3.5478312600304367e-05 1.0406976177615684e-06 -1.9699533229106041e-05 1.901381957241782e-06 2.7747396098031527e-06 -2.7306660566024222e-05 6.981418198397976e-07 -5.1415048739753825e-05 2.0223505882748052e-05 -8.9669453893466041e-06 1.7425653436481105e-05 1.0025857802466785e-05 1.4999350660013751e-06 -1.3653664145716839e-06 -3.6974364163472755e-05 -1.9085506376023125e-05 5.1445530582146335e-06 -6.3779392400497738e-06 0.00030519128162342235 -5.3954862360058463e-05 1.1373341676940621e-05 -0.00019449948213722131 9.2067938092675153e-05 1.1179745600807381e-06 -1.2899649229005635e-05 -5.3767099678160578e-06 -3.4619563774240103e-05 -6.0948765151293473e-05 -0.00018116205025126293 1.0058512221527806e-05 1.2625307674428326e-05
leaf_weight=26 108 48 58 46 36 293 82 115 43 39 34 488 74 36 25 484 26 94 125 29 72 44 131 32 33 104 25 36 105 38
leaf_count=26 108 48 58 46 36 293 82 115 43 39 34 488 74 36 25 484 26 94 125 29 72 44 131 32 33 104 25 36 105 38
internal_value=0.000189761 -0.00279032 0.000461709 -0.00482269 -0.00279518 9.4742e-05 0.00094465 -0.000433919 -0.000101695 -0.00119728 -0.000846457 0.00143683 -0.000223776 0.0018243 0.000861539 0.00173798 -0.000983539 0.000661157 -0.00121596 -0.000902338 0.000677686 -0.00107087 -0.00162055 -0.000836461 -0.00454545 -0.00352778 -4.02683e-05 -0.00099435 -0.000253521 -0.00141463
internal_weight=2929 237 2692 130 82 2100 802 1298 107 146 1005 656 132 524 64 592 971 120 851 726 231 116 495 362 65 133 297 166 141 81
internal_count=2929 237 2692 130 82 2100 802 1298 107 146 1005 656 132 524 64 592 971 120 851 726 231 116 495 362 65 133 297 166 141 81
cat_boundaries=0 30 32 58 60 70 77 88 89 90 92 93
cat_threshold=1073741824 0 0 0 0 0 0 2147483648 0 0 0 33556480 2048 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 49152 0 0 0 4096 34144 32 0 2052 0 0 2147483648 1 524288 0 0 0 0 131076 0 512 0 4096 0 0 4096 10240 256 0 0 0 0 268435456 16934144 34 0 1 8192 524288 0 0 131072 131072 33554432 32 131072 0 0 4 0 0 131072 0 128 0 0 32 0 0 537001984 0 0 8224 260 10 0 28800 88
is_linear=0
shrinkage=0.04


Tree=574
num_leaves=31
num_cat=13
split_feature=7 8 12 2 12 2 9 7 15 12 6 11 2 13 2 2 2 2 1 2 9 2 2 1 2 2 2 2 2 16
split_gain=1.0772 0.92171 0.675008 0.736737 0.610093 0.453198 0.342698 0.326564 0.337006 0.39971 0.585211 0.471176 0.388159 0.375408 0.809031 0.596529 0.296606 0.258364 0.257905 0.246858 0.234909 0.248868 0.246551 0.297485 0.326984 0.210518 0.203208 0.200473 0.180738 0.17146
threshold=0 1 2 13.500000000000002 3 68.500000000000014 4 5 6 7 8 9 100.50000000000001 10 78.500000000000014 15.500000000000002 80.500000000000014 17.500000000000004 5.5000000000000009 4.5000000000000009 11 42.500000000000007 5.5000000000000009 1.5000000000000002 6.5000000000000009 17.500000000000004 51.500000000000007 5.5000000000000009 42.500000000000007 12
decision_type=9 9 9 10 9 10 9 9 9 9 9 9 8 9 8 10 10 8 10 10 9 8 8 10 10 10 10 8 10 1
left_child=2 6 29 -4 -3 -5 25 27 12 20 16 18 -9 -13 15 -15 17 -11 19 -12 21 -10 -22 -24 -25 -2 28 -6 -26 -1
right_child=1 4 3 5 7 -7 -8 8 9 10 11 13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=4.1813570084241208e-05 1.5362024925880602e-06 1.4301570415158488e-06 -0.00010133089477377132 3.2514602488551301e-06 -1.1668358450753056e-06 -7.2881801064154938e-06 6.6215593942368509e-06 2.141654180703535e-06 -1.6950071374949877e-05 -2.0066700637855124e-05 -1.7141991257117297e-05 5.1432680665949565e-07 -0.00017541164393022432 4.8495012912802411e-07 3.4847125153455382e-06 -2.4334633507239974e-05 -7.0264772900371881e-05 9.0400426204389139e-07 -3.9565260409380465e-05 4.2235188746153821e-06 4.4675372455374453e-06 2.8055501685705101e-06 1.4740551229797733e-05 -0.00018757488011023727 -8.0649386420821606e-08 -4.5878805820008075e-05 1.1726694686447778e-06 3.2006814745928409e-06 -4.8648682031506195e-05 -9.3337190452336765e-07
leaf_weight=94 70 342 49 48 36 39 481 103 74 55 26 104 32 28 44 71 27 44 39 148 107 30 61 28 302 36 144 224 39 31
leaf_count=94 70 342 49 48 36 39 481 103 74 55 26 104 32 28 44 71 27 44 39 148 107 30 61 28 302 36 144 224 39 31
internal_value=0.000359824 0.00059867 -0.00204412 -0.00391837 0.00020387 -0.00195455 0.00198662 -9.90432e-05 -0.000326961 -0.00051809 -0.00129983 -0.00059448 0.00150685 -0.00175194 -0.00303896 -0.00524 -0.00362044 -0.00284 0.000767857 0.00146286 7.5377e-05 -0.0016 0.000352601 2.78262e-05 -0.000287938 -0.000136752 -4.11521e-05 0.00118081 -0.000573099 0.000147059
internal_weight=2956 2695 261 136 2108 87 587 1766 1506 1371 586 460 135 247 143 99 126 99 213 174 785 104 681 574 513 106 485 260 341 125
internal_count=2956 2695 261 136 2108 87 587 1766 1506 1371 586 460 135 247 143 99 126 99 213 174 785 104 681 574 513 106 485 260 341 125
cat_boundaries=0 18 48 50 52 54 71 72 74 75 77 78 80 81
cat_threshold=2 0 67108864 2560 524288 8256 0 0 33554432 134217728 0 256 0 0 0 0 1073741824 128 0 2052 0 0 2147483648 1 262144 2147483648 1 0 0 131076 8192 0 0 4096 0 0 4096 10240 0 0 4194304 0 0 0 0 0 524288 8192 9282 32 1048864 2 256 24576 0 128 1048576 0 0 0 0 8192 65536 8192 0 0 16 268435456 0 0 4112 144703488 204802 32 276 32772 1024 12 1 4112 2
is_linear=0
shrinkage=0.04


Tree=575
num_leaves=31
num_cat=8
split_feature=8 7 12 0 2 7 0 12 3 9 0 2 3 2 2 2 2 2 0 3 8 1 2 4 0 2 0 1 12 2
split_gain=1.27711 0.693513 0.700713 0.712587 0.863161 0.66024 0.646743 0.524868 0.507528 0.614787 0.995835 0.557724 0.433246 0.410819 0.401994 0.37473 0.36423 0.359123 0.538692 0.397886 0.322013 0.298587 0.347343 0.317026 0.324336 0.361634 0.388942 0.292555 0.267261 0.964099
threshold=0 1 2 40.250000000000007 24.500000000000004 3 38.57500000000001 4 1997.5000000000002 5 35.250000000000007 50.500000000000007 1998.5000000000002 12.500000000000002 69.500000000000014 5.5000000000000009 29.500000000000004 11.500000000000002 39.07500000000001 2006.5000000000002 6 2.5000000000000004 15.500000000000002 313.50000000000006 29.500000000000004 163.00000000000003 39.07500000000001 5.5000000000000009 7 283.00000000000006
decision_type=9 9 9 10 10 9 10 9 8 9 10 10 8 10 10 8 10 10 10 10 9 10 10 10 10 8 10 8 9 8
left_child=5 6 8 12 27 7 -2 13 -3 16 -11 15 -4 -1 -8 -12 17 -10 -19 -20 28 22 -14 24 -23 26 -26 -5 -7 -30
right_child=1 2 3 4 -6 20 14 -9 9 10 11 -13 21 -15 -16 -17 -18 18 19 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4.2991882290631263e-05 -1.5691672842240622e-05 -5.9830339966389629e-05 0.00073682099405365581 -5.2424879966940106e-05 6.4138825995023222e-05 1.1957297492692752e-06 -7.146068520499665e-06 1.3377364218760847e-06 5.2100008676787402e-06 -8.5444542975447404e-05 -2.8065798203555661e-05 -4.8553341708166626e-05 -7.3585667627690851e-05 -1.4313200012113421e-08 0.00015342110644396767 1.7351839391001808e-05 5.9712712008667489e-06 3.7204432229354099e-05 -7.0821641022656075e-07 -0.00022416885917512873 1.2193070312318717e-05 3.2879390102627625e-06 -0.00012317173715389933 0.00020530955954721426 -1.8918590562024624e-05 0.00070511710132293908 -6.0815780929490997e-06 -9.3880446670082786e-05 6.9836718288785413e-07 -0.00042049864624181104
leaf_weight=47 37 49 33 48 32 382 54 171 223 26 35 45 27 79 28 175 220 31 86 27 304 60 25 25 32 44 254 29 304 25
leaf_count=47 37 49 33 48 32 382 54 171 223 26 35 45 27 79 28 175 220 31 86 27 304 60 25 25 32 44 254 29 304 25
internal_value=0.000442191 -0.000301932 -6.24592e-05 -0.00110323 -0.00403636 0.00136659 -0.00310769 -0.000298701 0.000633621 0.000865363 -0.000671233 7.81251e-05 -0.000479042 -0.00216058 -0.0013494 0.000947867 0.00158528 0.000836957 -0.000717241 -0.002 0.00185185 -0.000794872 -0.00362264 -0.000432692 -0.000716112 -0.00120846 -0.00172822 -0.00630769 0.00133518 0.000458824
internal_weight=2957 1645 1526 609 109 1312 119 297 917 868 281 255 500 126 82 210 587 367 144 113 1015 467 52 415 390 330 286 77 711 329
internal_count=2957 1645 1526 609 109 1312 119 297 917 868 281 255 500 126 82 210 587 367 144 113 1015 467 52 415 390 330 286 77 711 329
cat_boundaries=0 26 35 37 54 56 58 81 83
cat_threshold=16 2062 0 134217728 65536 1 262144 0 0 0 0 131076 10240 1049088 0 4096 0 0 0 10240 0 0 20971520 8 0 268435456 0 128 67108864 2097664 0 0 0 0 33619968 1246498 32 0 0 68157440 0 34 64 0 0 33619968 0 8224 0 0 0 0 0 4096 1280000 32 1073741824 26628 0 2056 0 0 65536 1 262144 0 0 0 0 0 10240 0 0 4096 0 0 0 0 0 0 16777216 68160610 32
is_linear=0
shrinkage=0.04


Tree=576
num_leaves=31
num_cat=6
split_feature=8 17 1 0 2 18 8 9 5 0 2 0 4 2 0 2 2 2 3 9 2 2 2 0 1 1 2 2 3 2
split_gain=0.962792 0.410258 0.538618 0.387237 0.461477 0.46393 0.438526 0.537212 0.406154 0.386365 0.514286 0.341493 0.430915 0.369402 0.328267 0.746245 0.355967 0.31673 0.289897 0.280671 0.28791 0.29067 0.340046 0.68993 0.330805 0.247649 0.236428 0.319014 0.33643 0.355454
threshold=0 1 5.5000000000000009 40.250000000000007 35.500000000000007 2 3 4 1.0000000180025095e-35 35.250000000000007 50.500000000000007 38.20000000000001 111.00000000000001 11.500000000000002 35.250000000000007 29.500000000000004 69.500000000000014 42.500000000000007 2012.5000000000002 5 18.500000000000004 72.500000000000014 58.500000000000007 15.500000000000002 5.5000000000000009 5.5000000000000009 17.500000000000004 22.500000000000004 2011.5000000000002 48.500000000000007
decision_type=9 9 8 10 10 9 9 9 10 10 10 10 10 10 8 10 10 8 8 9 8 10 8 10 10 10 10 10 10 10
left_child=19 2 -2 6 5 -5 8 11 9 -3 -11 -8 13 -13 15 -9 17 18 -16 -1 -21 22 -22 -24 -23 26 -15 -28 29 -29
right_child=1 3 -4 4 -6 -7 7 14 -10 10 -12 12 -14 25 16 -17 -18 -19 -20 20 21 24 23 -25 -26 -27 27 28 -30 -31
leaf_value=5.1934411188625518e-06 -1.6228585956296363e-07 2.1660280547404892e-08 -2.9503916867228226e-05 -7.5430242629971752e-05 1.0769092363416143e-05 -8.8862318323673302e-06 9.3986979315479826e-06 -4.6999134480944442e-05 2.0953923246144758e-06 -8.157617158817559e-06 -2.4807022847098082e-05 6.5620233923215608e-05 -6.0504191290661969e-05 -1.5441520264965102e-05 0.0011195879103804447 7.809147989968571e-06 -7.6898767287595298e-05 0.0012204463775766189 -3.486016661096812e-06 2.2523215109595159e-06 7.7046253468053667e-07 2.2640281451509592e-06 -4.9662297512650637e-06 -6.4287766847543784e-06 -2.1320566913907254e-08 0.0054009089067574489 0.00095397769475517912 -2.6295474608343855e-05 0.0017731051349505738 4.2716435064039373e-06
leaf_weight=281 71 55 38 43 63 121 235 25 28 35 27 178 37 63 39 27 49 35 172 321 349 121 34 128 27 26 52 81 26 97
leaf_count=281 71 55 38 43 63 121 235 25 28 35 27 178 37 63 39 27 49 35 172 321 349 121 34 128 27 26 52 81 26 97
internal_value=0.000532409 -0.000115055 -0.00236667 6.2951e-05 -0.00145614 -0.0025697 0.000332298 0.000596704 -0.00166667 -0.00281356 -0.00495238 0.00116625 0.000641711 0.000938931 -0.00070391 -0.00362264 -0.000202703 0.000421053 -0.000169811 0.00135535 0.00100908 0.000539394 8.59376e-05 -0.00142331 0.00209396 0.000173411 -0.0001375 0.000404669 -0.000312195 -0.000938547
internal_weight=2884 1623 109 1514 227 164 1287 1142 145 117 62 795 560 523 347 52 295 246 211 1261 980 659 511 162 148 345 319 256 204 178
internal_count=2884 1623 109 1514 227 164 1287 1142 145 117 62 795 560 523 347 52 295 246 211 1261 980 659 511 162 148 345 319 256 204 178
cat_boundaries=0 27 28 29 55 57 59
cat_threshold=0 2052 0 0 2147483648 1 262144 0 1 0 0 131076 2112 1049088 0 4096 0 0 33554432 10240 128 0 16777216 8 0 32768 64 17 4 268435456 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 2147483648 0 4194304 0 0 16384 1073741824 18592 131201 20496
is_linear=0
shrinkage=0.04


Tree=577
num_leaves=31
num_cat=9
split_feature=8 12 7 3 7 2 1 2 12 6 3 4 2 4 8 2 12 3 2 2 3 2 1 12 2 5 2 2 2 3
split_gain=1.56691 1.15375 0.772139 0.587546 0.576885 0.511979 0.53122 0.367448 0.491233 0.48353 0.747677 0.367347 0.339206 0.321317 0.320965 0.296876 0.295729 0.360586 0.320747 0.743126 0.287962 0.274886 0.224087 0.210782 0.777121 0.19846 0.19437 0.2339 0.166671 0.154909
threshold=0 1 2 2013.5000000000002 3 5.5000000000000009 4.5000000000000009 64.500000000000014 4 5 1996.5000000000002 10510.500000000002 3.5000000000000004 1.0000000180025095e-35 6 11.500000000000002 7 2010.5000000000002 8.5000000000000018 21.500000000000004 2017.5000000000002 16.500000000000004 5.5000000000000009 8 16.500000000000004 2.5000000000000004 16.500000000000004 9.5000000000000018 6.5000000000000009 2006.5000000000002
decision_type=9 9 9 10 9 8 10 8 9 9 10 8 10 10 9 10 9 10 8 10 10 10 10 9 10 8 10 10 10 10
left_child=2 3 22 5 -3 12 -7 8 15 -10 11 -11 -2 -8 16 -6 18 25 -4 -20 29 -17 -1 26 -25 28 27 -13 -18 -12
right_child=1 4 14 -5 7 6 13 -9 9 10 20 23 -14 -15 -16 21 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.4166308151001428e-06 -1.7398942366495315e-05 4.6501613211970088e-05 1.0587719153657334e-05 8.2957530579175022e-05 1.1481640854375986e-05 -9.9717353838940767e-05 -3.0634396392833656e-06 3.3370585829361117e-06 6.3538279162005292e-07 -4.1989127124416388e-05 -5.7542568355453906e-05 0.00013027553515576322 -0.00027159909802211329 9.5829796213300973e-06 5.0809588418984896e-06 -2.5857083215403437e-05 -7.535767185924874e-05 -1.9301197148341208e-05 -6.7032891485680054e-05 4.7172268466929165e-07 -2.1310052943322951e-05 1.7530851158552321e-06 1.2361178198882833e-06 1.2421074675601209e-06 -3.6982776783908802e-05 1.8196327187523539e-06 8.7957477712586111e-06 -1.1974922106474777e-05 1.4041635344174456e-05 -0.00012623511455369703
leaf_weight=85 28 111 33 34 140 33 217 320 178 25 32 48 26 29 236 39 25 33 67 127 33 154 31 59 45 584 42 35 51 27
leaf_count=85 28 111 33 34 140 33 217 320 178 25 32 48 26 29 236 39 25 33 67 127 33 154 31 59 45 584 42 35 51 27
internal_value=0.000610656 -0.000204081 0.00165861 -0.00214815 0.000363357 -0.00271856 -0.00201429 9.09092e-05 -0.000340326 -0.00109159 -0.00194958 -0.000878431 -0.00625455 -0.00136032 0.00197429 0.000848837 0.00158969 0.00200568 0.000285714 -0.000328205 -0.00507527 -0.00014433 -0.00138583 -0.000365217 -0.0016 0.00223903 0.000735294 -0.000333333 0.000311688 -0.00673333
internal_weight=2927 1655 1272 367 1288 333 279 1177 857 524 346 254 54 246 1156 333 920 693 227 194 92 193 116 229 104 660 125 83 76 59
internal_count=2927 1655 1272 367 1288 333 279 1177 857 524 346 254 54 246 1156 333 920 693 227 194 92 193 116 229 104 660 125 83 76 59
cat_boundaries=0 30 31 41 58 60 61 88 89 90
cat_threshold=268435456 2062 0 0 65536 1 786432 2147483648 1 32768 0 131332 8256 1049088 0 4096 0 0 0 10240 0 0 16777216 0 0 0 64 0 0 8192 83937280 0 128 67108864 4 0 0 0 0 0 32 0 0 0 10244 0 0 0 8192 0 32 0 0 16 0 0 0 16 196704 2 146 0 2048 0 0 65536 0 262144 2147483648 0 0 0 4 8192 512 0 4096 0 0 0 2048 0 0 16777216 0 0 0 64 1246464 1048834
is_linear=0
shrinkage=0.04


Tree=578
num_leaves=31
num_cat=18
split_feature=7 12 11 12 12 9 4 6 13 17 4 1 6 4 6 4 13 16 7 4 1 6 4 5 1 1 16 7 12 1
split_gain=1.09325 0.83533 0.501025 0.496167 0.463276 0.349385 0.703065 0.333344 0.317459 0.290522 0.927694 0.280258 0.278796 0.268996 0.260216 0.240917 0.277311 0.226349 0.188984 0.177611 0.168268 0.165255 0.147006 0.139648 0.127295 0.122577 0.119183 0.0869086 0.0837158 0.0690829
threshold=0 1 2 3 4 5 141.00000000000003 6 7 8 25235975000.000004 3.5000000000000004 9 9950.0000000000018 10 73656950000.000015 11 12 13 86.000000000000014 3.5000000000000004 14 625.00000000000011 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 15 16 17 4.5000000000000009
decision_type=9 9 9 9 9 9 10 9 9 9 8 10 9 10 9 8 9 1 9 10 10 9 10 10 8 10 1 9 9 10
left_child=3 7 5 8 20 6 12 13 17 10 -6 -10 -3 19 -7 -11 -17 -1 21 25 -4 -5 23 -16 -18 -2 -22 -20 -14 -9
right_child=1 2 4 18 9 14 -8 29 11 15 -12 -13 28 -15 22 16 24 -19 27 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.0040919988187917e-07 1.6622042046585746e-06 5.483296330303384e-06 -3.7890921744680736e-05 1.2068814874271773e-06 -0.00039887534446734932 -1.052946900315556e-05 -0.00027781021151557732 3.2802584246851475e-05 -0.00011181572964858253 8.3553476674254055e-05 2.7689365878609096e-06 -2.8883055433113273e-07 -8.3319302460176937e-08 8.8865686402250214e-06 0.0002533659138541283 -1.5176051210811011e-05 2.9146527411118757e-05 1.1836080050212507e-06 8.058811078564355e-07 -2.326700111272333e-05 -3.4203402143925254e-05 3.7067928075958242e-07 3.2501643902946322e-05 6.2123930138386752e-07 -1.6614235659946351e-05 -1.5371687057525855e-05 -1.8893072973591999e-06 2.7876336558396084e-05 -1.6342437600579949e-05 4.4613229336614938e-06
leaf_weight=82 122 124 29 306 32 113 30 46 26 64 76 91 141 27 117 102 61 121 200 27 41 197 43 95 41 25 33 199 108 221
leaf_count=82 122 124 29 306 32 113 30 46 26 64 76 91 141 27 117 102 61 121 200 27 41 197 43 95 41 25 33 199 108 221
internal_value=0.000720843 6.47775e-05 -0.000475813 0.00162855 -0.00147755 0.000158568 -0.000647343 0.00148643 0.000241692 -0.000764858 -0.00242017 -0.00134375 -0.000181818 0.000207547 0.0010343 -2.86737e-05 -0.000702439 0.00117757 0.00211172 -0.000365714 -0.00375439 0.00150195 0.00172932 0.00135211 0.000778761 0.000189189 -0.00512 0.00281951 -0.000938461 0.00240288
internal_weight=2940 1718 1250 1222 479 771 403 468 320 376 108 117 373 201 368 268 204 203 902 174 103 503 255 212 102 147 74 399 249 267
internal_count=2940 1718 1250 1222 479 771 403 468 320 376 108 117 373 201 368 268 204 203 902 174 103 503 255 212 102 147 74 399 249 267
cat_boundaries=0 18 20 22 24 25 27 28 29 30 31 32 33 34 51 52 53 61 62
cat_threshold=268435456 268435473 8192 526848 0 0 131072 805445632 67584 268436480 32800 2097536 16 268435456 0 0 1073745936 512 66592 34 16388 1536 148480 32 84936704 0 18448 448 10 35 90 84 6 2 0 0 8192 2048 0 0 131072 536870912 67584 0 0 256 16 0 0 0 1073745920 152 2 0 1 0 0 0 0 0 131072 66
is_linear=0
shrinkage=0.04


Tree=579
num_leaves=31
num_cat=11
split_feature=7 7 6 16 2 9 2 12 1 2 2 12 2 2 2 12 2 17 4 2 9 2 2 4 2 2 12 2 1 4
split_gain=0.857544 0.468064 0.351216 0.802378 0.833333 0.452101 0.424605 0.426698 0.944262 0.434658 0.561251 0.41999 0.474248 0.416043 0.61806 0.341171 0.518571 0.291246 0.291272 0.276763 0.25646 0.424531 0.332685 0.442201 0.553285 0.476573 0.300969 0.244362 0.200812 0.161811
threshold=0 1 2 3 21.500000000000004 4 7.5000000000000009 5 5.5000000000000009 50.500000000000007 37.500000000000007 6 7.5000000000000009 3.5000000000000004 29.500000000000004 7 14.500000000000002 8 22.000000000000004 28.500000000000004 9 79.500000000000014 58.500000000000007 141.00000000000003 295.00000000000006 69.500000000000014 10 10.500000000000002 5.5000000000000009 4.0000000000000009
decision_type=9 9 9 1 8 9 8 9 10 10 8 9 10 10 10 9 10 9 10 10 9 10 8 10 8 8 9 10 8 10
left_child=15 17 6 5 -5 13 -3 8 9 10 27 -7 -13 -4 -15 -1 -17 18 19 -2 21 -9 29 25 -25 -24 -27 -8 -28 -22
right_child=1 2 3 4 -6 11 7 20 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=-7.2327252276706074e-06 4.6463332080240431e-06 4.7404876152776737e-06 -0.0002531529928614592 -0.00010559776761600784 -9.8272812924110242e-07 0.00044517505207980446 -1.2184035989111446e-06 -4.811323013138558e-06 -4.1195013604494099e-05 1.1024311743583744e-06 -1.4645354868270321e-06 2.7213285768194791e-05 -4.4689982788524897e-05 1.8688633037787681e-05 -6.7285105668574358e-05 -7.3095563674326389e-05 9.2620595628015268e-07 1.9304287731346863e-05 1.9994616944041692e-06 -1.4521821997447245e-05 1.1400266265251502e-06 5.1595975416149161e-05 -3.9861988606314304e-07 5.9987271755971589e-06 -0.00040763167256542283 5.2339144168743707e-06 -1.3535968025073229e-06 1.3195113626950369e-06 5.5033123596036829e-06 3.0098186029248913e-05
leaf_weight=119 44 304 27 25 29 194 47 125 69 137 82 97 148 76 35 27 83 177 29 31 449 29 32 29 30 116 69 165 31 92
leaf_count=119 44 304 27 25 29 194 47 125 69 137 82 97 148 76 35 27 83 177 29 31 449 29 32 29 30 116 69 165 31 92
internal_value=0.000620082 0.000817882 0.000632353 -0.000180685 -0.0048 0.000256056 0.000915795 0.000644045 -0.000313111 0.00037963 -0.000488135 0.00088 -0.000234375 -0.00166443 -0.000678571 -0.00168333 1.35465e-10 0.00234247 0.000486957 -0.000789474 0.00111352 -0.000387879 0.00138766 0.000350649 -0.00273333 0.00109237 0.00176959 0.000600939 1.34245e-10 0.002
internal_weight=2947 2718 2437 631 54 577 1806 1502 500 431 294 439 245 138 111 229 110 281 104 75 1002 154 848 307 59 248 216 212 100 541
internal_count=2947 2718 2437 631 54 577 1806 1502 500 431 294 439 245 138 111 229 110 281 104 75 1002 154 848 307 59 248 216 212 100 541
cat_boundaries=0 18 33 34 35 37 39 41 43 44 46 48
cat_threshold=2 0 67108864 512 524288 134225986 0 268435456 0 134217728 0 256 0 0 0 32 0 128 0 16 1073750016 2099200 0 0 0 8192 2048 0 32768 128 0 268435456 67108864 394 2 0 12308 18039840 2 17826818 32 1083394 32 13 1 16388 33088 32
is_linear=0
shrinkage=0.04


Tree=580
num_leaves=31
num_cat=13
split_feature=8 8 12 4 12 0 2 2 2 9 7 6 2 2 2 1 9 0 2 2 2 0 7 1 12 4 8 8 2 7
split_gain=2.14004 1.04935 0.651388 0.507392 0.542238 1.13178 0.498227 0.483209 0.430338 0.4109 0.632471 0.553132 0.599505 0.567512 0.463739 0.407201 0.291091 0.292286 0.288418 0.25462 0.247069 0.2876 0.226514 0.456139 0.326148 0.299517 0.219544 0.212486 0.185837 0.15858
threshold=0 1 2 14831265000.000002 3 47.750000000000007 31.500000000000004 10.500000000000002 36.500000000000007 4 5 6 11.500000000000002 37.500000000000007 13.500000000000002 2.5000000000000004 7 40.250000000000007 66.500000000000014 42.500000000000007 12.500000000000002 38.57500000000001 8 5.5000000000000009 9 5544455000.000001 10 11 43.500000000000007 12
decision_type=9 9 9 8 9 8 8 8 10 9 9 9 10 10 10 8 9 10 10 8 8 10 9 8 9 8 9 9 8 9
left_child=2 15 -1 16 5 6 -5 -4 -8 28 14 20 -13 -14 -11 -2 17 19 -16 -3 21 -12 23 -17 27 -26 -27 -24 -6 -29
right_child=1 3 7 4 9 -7 8 -9 -10 10 11 12 13 -15 18 22 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 29 -30 -31
leaf_value=-2.1109699721129265e-05 -1.0655569827505635e-05 -1.4600262442058827e-06 -1.9521763658737508e-05 2.0644144070930152e-06 -9.7353595589961696e-05 -0.000343261362585494 -5.4470681052826201e-05 2.5140690701319987e-06 -1.3233017444895387e-06 1.0247507651192135e-05 0.00020333637211049398 3.4676910392976586e-05 -0.00013784967088231783 2.8954012025894523e-05 -9.3914792501242882e-06 3.5052520282245097e-06 4.3971664933209313e-05 -3.8261757334246278e-05 -9.2287852118753487e-06 1.3254706409487545e-05 1.572220636767482e-05 -3.1667974448592238e-06 4.0664976265601874e-06 -4.7298105202005202e-05 1.2561984362361761e-05 3.2683204819686624e-06 1.2231449942194576e-07 7.7950231905188602e-07 1.4941863818512341e-06 2.012731317682655e-06
leaf_weight=113 29 55 43 188 74 31 50 89 83 34 32 115 84 56 33 54 127 27 36 37 282 89 106 46 62 118 362 120 60 331
leaf_count=113 29 55 43 188 74 31 50 89 83 34 32 115 84 56 33 54 127 27 36 37 282 89 106 46 62 118 362 120 60 331
internal_value=0.000614763 0.000938507 -0.00289062 0.000220745 -0.000105769 -0.00141047 -0.000732919 -0.000783217 -0.00259701 0.000419426 0.000782384 0.00124365 -0.000225564 -0.00198582 -0.002 0.00180145 0.00187854 0.000276923 -0.00405714 0.00137634 0.00215459 0.000688525 0.00193 1.34245e-10 0.00208649 0.00131646 0.000997921 0.00279577 -0.00154483 0.00321212
internal_weight=2966 2721 245 1493 1247 352 321 132 133 895 761 658 255 140 103 1228 246 119 69 92 403 121 1199 100 1099 542 480 557 134 451
internal_count=2966 2721 245 1493 1247 352 321 132 133 895 761 658 255 140 103 1228 246 119 69 92 403 121 1199 100 1099 542 480 557 134 451
cat_boundaries=0 30 59 60 61 63 80 81 83 100 101 130 143 150
cat_threshold=1073741824 0 4 134217728 0 1 0 2147483648 0 0 0 33554432 2048 0 0 0 0 0 33554432 2 2147483648 0 0 0 0 16384 0 0 0 4096 16 4 0 0 0 0 262144 0 1 32768 0 133124 8256 512 0 0 0 0 4096 8192 128 0 20971520 0 0 0 0 0 524288 16877570 68206656 0 8240 0 129 0 4 0 0 0 131072 2048 0 0 0 0 0 0 0 1073741824 270 0 6144 131072 128 0 0 32 64 0 0 0 32 0 0 0 0 0 0 4096 83904866 0 0 0 0 0 0 0 0 0 0 0 131072 8192 0 0 0 0 0 0 0 128 0 4194304 0 0 0 0 0 524288 0 0 0 0 0 0 262144 0 0 0 0 131072 8192 0 0 67108864 4 0 0 131072
is_linear=0
shrinkage=0.04


Tree=581
num_leaves=31
num_cat=15
split_feature=8 8 12 0 1 9 12 0 6 0 0 12 11 12 0 12 1 1 8 0 1 12 4 17 4 5 9 12 0 1
split_gain=1.3603 0.458865 1.94364 1.10537 0.682019 0.468282 0.594494 0.638148 0.44991 0.308646 0.697389 0.640934 0.241353 0.411747 0.633738 0.283478 0.24107 0.24051 0.207114 0.281765 0.236783 0.176336 0.16925 0.163983 0.129002 0.123495 0.110648 0.161627 0.232921 0.107333
threshold=0 1 2 38.57500000000001 5.5000000000000009 3 4 36.400000000000006 5 40.250000000000007 45.425000000000004 6 7 8 35.850000000000009 9 1.5000000000000002 5.5000000000000009 10 42.250000000000007 5.5000000000000009 11 1445190000.0000002 12 353375000.00000006 1.5000000000000002 13 14 36.900000000000006 5.5000000000000009
decision_type=9 9 9 10 8 9 9 8 9 8 10 9 9 9 10 9 10 8 9 10 10 9 8 9 8 10 9 9 10 8
left_child=12 2 3 -2 -4 6 7 16 22 11 -11 17 13 14 21 18 -3 -9 19 -14 -20 -1 -7 25 -8 -10 29 28 -28 -26
right_child=1 5 4 -5 -6 8 24 9 23 10 -12 -13 15 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=6.7383927403453742e-07 -0.00025734534618488222 0.0028838724016132765 1.963873507999781e-06 -2.1446430879784085e-06 -3.2678031221010377e-05 6.5515584067111199e-06 4.58979331580911e-05 -1.7565600725536517e-06 -5.8793876605606758e-07 -5.6679245440639733e-05 -7.6049088397864373e-06 -5.3726336857120479e-05 -2.3270886553884524e-06 8.2121177933296137e-07 -4.7613104151006971e-05 6.5694447580704546e-06 -1.919831303697001e-07 0.0019146328262481097 1.4651374579319323e-06 3.1441570082063729e-05 -3.7573482530764912e-05 -8.9704086760883861e-08 -3.0093054835212575e-06 2.0222746595485722e-05 -7.0665132059775118e-05 2.3141855523866493e-06 -1.2889224982201295e-05 1.4134977890787013e-05 2.1245827391433403e-05 0.00013323503253748743
leaf_weight=118 38 49 202 73 39 36 37 81 63 43 30 116 66 255 28 420 71 27 112 43 32 120 111 195 80 47 32 255 72 30
leaf_count=118 38 49 202 73 39 36 37 81 63 43 30 116 66 255 28 420 71 27 112 43 32 120 111 195 80 47 32 255 72 30
internal_value=0.000576318 -0.000144994 -0.00141047 -0.00554098 0.000650794 0.00018759 -0.000329764 -0.00142991 0.00122678 -0.00245638 -0.0047027 -0.00170667 0.00160664 0.000909775 -0.000202166 0.00212281 0.000991736 0.000605042 0.000954546 -0.000366667 0.00190968 0.000468619 -0.000582278 0.00208861 0.000588008 0.000661157 0.000417021 0.000745946 -0.000556522 -0.000661157
internal_weight=2921 1727 352 111 241 1375 923 417 452 297 73 224 1194 521 266 673 120 108 253 109 144 238 147 305 506 110 469 359 104 110
internal_count=2921 1727 352 111 241 1375 923 417 452 297 73 224 1194 521 266 673 120 108 253 109 144 238 147 305 506 110 469 359 104 110
cat_boundaries=0 29 58 59 61 63 64 66 67 69 71 92 94 95 97 98
cat_threshold=268435472 4 0 0 65536 1 262144 0 1 32768 0 131076 8256 1049088 0 0 0 0 0 8192 128 524288 16777216 0 0 32768 0 0 524288 1073741824 0 4 134217728 2147483648 0 0 0 0 0 0 33556480 2048 0 0 0 0 0 33554432 0 2147483904 0 4194304 8 0 16384 64 0 128 67273730 1 10292 68190560 34 192 1081376 2 49184 67341314 32 181568 2 0 0 0 0 0 0 262144 0 0 0 0 0 8192 512 0 0 0 0 0 0 128 34816 32 10 0 8240 16918528
is_linear=0
shrinkage=0.04


Tree=582
num_leaves=31
num_cat=10
split_feature=7 12 7 2 1 2 12 2 9 12 2 2 7 2 4 2 3 2 2 2 4 6 9 6 2 2 3 3 3 1
split_gain=1.33851 1.14899 0.940909 0.623488 1.02995 0.59477 0.426245 0.693456 0.766817 0.548611 0.429907 0.353794 0.293471 0.884108 0.254061 0.236929 0.233012 0.261172 0.216656 0.267883 0.205642 0.253001 0.245303 0.336285 0.202488 0.346881 0.181551 0.176191 0.155706 0.145867
threshold=0 1 2 19.500000000000004 5.5000000000000009 25.500000000000004 3 1.5000000000000002 4 5 21.500000000000004 9.5000000000000018 6 99.000000000000014 520.00000000000011 10.500000000000002 2014.5000000000002 60.500000000000007 56.500000000000007 14.500000000000002 5081865000.000001 7 8 9 35.500000000000007 145.50000000000003 1995.5000000000002 2010.5000000000002 2010.5000000000002 5.5000000000000009
decision_type=9 9 9 8 8 8 9 10 9 9 10 10 9 10 8 10 8 8 10 10 10 9 9 9 8 8 8 8 10 8
left_child=1 -1 -2 4 11 -5 20 -8 12 18 15 -3 13 -9 -14 -11 -7 -18 19 -10 21 27 23 -23 -25 -26 -16 -4 29 -28
right_child=2 3 6 5 -6 16 7 8 9 10 -12 -13 14 -15 26 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=5.4143341429030459e-06 1.5206363242867837e-05 -2.0928340378309174e-05 3.9986171059557916e-05 2.2459071543455232e-05 0.0003683685820775326 7.0817555321863074e-07 -5.6656688189076297e-05 4.6332997730172979e-07 3.7961736629203751e-06 -2.4595883519371892e-05 -0.00012394549620691741 -0.00010833345307132016 -3.3123465546745537e-05 -1.5149327177190173e-05 -6.7436458731333668e-07 5.8386000708798698e-06 -3.9822856866953401e-05 -5.2960853636593352e-05 5.104991796742436e-06 -0.0001789076679102888 0.00014968395392620494 2.9961628851114083e-06 1.1233786723058553e-05 -2.1555629170069633e-05 0.00018507982447886156 -4.5433622690032821e-05 6.5362255122706224e-06 7.4147221527185302e-07 -2.3344769533274789e-07 9.8648267073651635e-07
leaf_weight=112 216 35 51 26 27 32 111 157 40 43 56 37 35 30 31 39 29 64 27 35 44 154 213 110 25 31 367 638 48 86
leaf_count=112 216 35 51 26 27 32 111 157 40 43 56 37 35 30 31 39 29 64 27 35 44 154 213 110 25 31 367 638 48 86
internal_value=0.000663051 -0.00158713 0.000980755 -0.00306513 -0.00564 -0.00155263 0.000740554 0.00016129 0.000498493 -0.00143426 -0.00300671 -0.00810959 0.00111895 -0.000262626 0.00157093 -0.0013494 -0.00269841 -0.00370213 0.000778761 -0.000263158 0.00124041 0.00115127 0.000463235 -0.000241692 -0.00144633 0.000421053 0.00181614 0.00165143 0.002 0.00222907
internal_weight=2949 362 2587 250 99 151 2371 1105 994 240 138 72 754 187 567 82 125 93 102 75 1266 1222 533 320 166 56 532 689 501 453
internal_count=2949 362 2587 250 99 151 2371 1105 994 240 138 72 754 187 567 82 125 93 102 75 1266 1222 533 320 166 56 532 689 501 453
cat_boundaries=0 18 20 35 37 39 41 53 54 56 57
cat_threshold=268435456 128 0 2624000 524288 66 0 268435456 33554432 32 8192 0 0 0 0 32 4096 128 73792 32 147456 1 33816576 0 65536 8192 0 8192 0 268435472 32 2097280 67108864 0 67108864 150818 32 0 6164 16850944 2 0 0 1140850688 0 0 0 0 131072 65536 0 0 256 90 0 6160 256
is_linear=0
shrinkage=0.04


Tree=583
num_leaves=31
num_cat=11
split_feature=7 7 2 12 6 12 2 12 9 2 4 3 6 3 3 6 7 2 2 2 2 0 12 0 0 2 5 0 2 2
split_gain=0.78341 0.530968 0.558758 0.452607 1.09405 0.40804 0.39823 0.895405 0.395408 0.404529 0.33053 0.487515 0.310191 0.36107 0.309855 0.299282 0.291764 0.426171 0.426962 0.282261 0.347182 0.271652 0.268499 0.223869 0.371942 0.216834 0.2147 0.216363 0.204929 0.180404
threshold=0 1 5.5000000000000009 2 3 4 26.500000000000004 5 6 15.500000000000002 1.0000000180025095e-35 2016.5000000000002 7 1994.5000000000002 2000.5000000000002 8 9 14.500000000000002 49.500000000000007 8.5000000000000018 11.500000000000002 35.250000000000007 10 45.425000000000004 42.250000000000007 1.0000000180025095e-35 1.0000000180025095e-35 40.250000000000007 29.500000000000004 51.500000000000007
decision_type=9 9 10 9 9 9 10 9 9 10 10 8 9 10 10 9 9 10 10 10 10 10 9 8 10 10 10 10 10 10
left_child=5 2 -2 4 -3 16 8 15 -6 10 11 -10 22 23 -15 29 17 -1 -19 -13 -21 -9 -5 24 -14 -24 27 -4 -16 -8
right_child=1 3 26 12 6 -7 7 21 9 -11 -12 19 13 14 28 -17 -18 18 -20 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3637798333435287e-05 -0.0001347839772083578 -7.859930061435887e-05 6.6756749138856429e-07 4.0494623621889057e-06 0.00042013047162977951 8.6765126045171317e-06 4.7042236907831938e-07 -9.0046784286783261e-07 0.0013122920748640946 6.4948559811665129e-06 3.2080858521437221e-05 -1.1869882570735018e-07 5.0114495104288285e-06 -6.7799657407190134e-05 -1.5868261790209534e-05 -1.1354389483623164e-06 1.4045173623289376e-05 1.4941616326187027e-06 -1.7136784299939918e-07 -1.486223241426649e-05 -9.000747466968441e-07 -3.2392895993725832e-05 -3.4930204349713467e-05 7.7311909584278413e-05 -0.00023445860804617054 6.0390823508762065e-07 -1.8733255003920059e-07 -1.1668337235821946e-05 7.6214980910628945e-06 6.3138534923201929e-06
leaf_weight=41 59 134 105 113 123 241 48 56 34 103 75 189 358 26 70 134 113 45 52 41 51 53 46 41 33 350 26 47 51 61
leaf_count=41 59 134 105 113 123 241 48 56 34 103 75 189 358 26 70 134 113 45 52 41 51 53 46 41 33 350 26 47 51 61
internal_value=0.000724658 0.000421657 -0.00133871 0.000617901 4.31268e-05 0.00216302 0.000522983 -0.000543909 0.001141 0.000579365 1.48631e-10 -0.00056962 0.00119381 0.000535593 -0.00116216 0.000834646 0.000931298 -0.000322148 0.00110204 -0.00112057 -0.00292473 -0.00336667 0.00191538 0.00112702 0.000826531 0.00133661 -0.000268156 0.000313726 -0.000295082 0.0023
internal_weight=2919 2427 237 2190 1102 492 968 352 616 493 390 315 1088 579 147 243 251 138 97 281 92 109 509 432 391 396 178 152 121 109
internal_count=2919 2427 237 2190 1102 492 968 352 616 493 390 315 1088 579 147 243 251 138 97 281 92 109 509 432 391 396 178 152 121 109
cat_boundaries=0 18 36 38 39 41 42 44 45 46 63 64
cat_threshold=3 16 34603008 8196 2 0 4194304 8192 65536 268435456 32800 2097152 16 268435456 67108864 0 16 512 268435456 0 67108864 2099200 32 0 0 0 33554432 8192 8192 256 0 0 0 32 0 128 67167266 2 4 68264000 34 9250 0 8244 12 26 0 0 0 4 2 0 0 0 65536 0 0 0 0 0 0 0 16 1048640
is_linear=0
shrinkage=0.04


Tree=584
num_leaves=31
num_cat=9
split_feature=8 7 2 2 7 8 2 8 9 0 7 0 1 2 2 7 2 2 2 2 2 2 2 0 1 6 1 4 2 2
split_gain=1.19762 0.979602 0.950035 0.776887 0.730248 0.586233 0.426088 0.536397 0.413562 0.409899 0.38722 0.397273 1.42905 0.377776 0.458492 0.35509 0.342838 0.351925 0.28408 0.308454 0.283247 0.362012 0.372786 0.274887 0.381471 0.386517 0.295108 0.264295 0.400351 0.242687
threshold=0 1 14.500000000000002 7.5000000000000009 2 3 1.5000000000000002 4 5 44.07500000000001 6 37.750000000000007 5.5000000000000009 19.500000000000004 7.5000000000000009 7 11.500000000000002 9.5000000000000018 10.500000000000002 4.5000000000000009 27.500000000000004 72.500000000000014 114.50000000000001 40.250000000000007 2.5000000000000004 8 5.5000000000000009 1950.0000000000002 10.500000000000002 16.500000000000004
decision_type=9 9 10 8 9 9 8 9 9 8 9 10 10 10 10 9 10 10 10 10 10 10 10 10 10 9 10 8 8 10
left_child=15 2 3 -2 -3 18 -7 -8 13 10 -10 12 -12 14 -9 29 17 -5 19 -6 -4 -22 -23 24 -13 -26 27 -27 -29 -1
right_child=1 4 20 16 5 6 7 8 9 -11 11 23 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=2.974352875765396e-06 8.0324186405595781e-06 4.2586994545380067e-05 2.831380942606436e-06 -0.00012177251743853264 -1.2581378087077138e-05 -1.2963126377516432e-05 7.2326399670373768e-06 -9.8550318920830022e-06 8.4455082523972353e-06 1.5401248412704334e-05 1.438973501635389e-05 -2.7097930346356525e-05 -0.00013484033724089664 -0.00011637093698718483 0.00016393380173659593 9.2054540797720252e-07 -2.7468979618285567e-05 -3.9915455748450748e-06 -3.300443500352605e-06 -2.1135253391843336e-05 -6.5076981117240912e-06 1.3783493534677685e-05 -2.8128304141769869e-07 -3.8552818685036585e-05 2.8734501221654749e-06 -2.7930199324743192e-05 0.0029630699693413195 2.4980842292090033e-05 -3.0136647123590419e-05 -1.8112153209129384e-07
leaf_weight=44 44 133 75 61 34 42 131 47 124 167 215 26 35 38 25 542 25 31 68 27 80 34 33 41 316 25 30 93 186 168
leaf_count=44 44 133 75 61 34 42 131 47 124 167 215 26 35 38 25 542 25 31 68 27 80 34 33 41 316 25 30 93 186 168
internal_value=0.00048963 1.09241e-05 -0.00179695 -0.00417284 0.000403528 0.000166568 0.000389175 0.000504 0.000255258 0.000466509 0.000186813 -9.40694e-05 0.0012749 -0.00198347 -0.000438356 0.00185098 -0.00586441 -0.00464516 -0.00231429 -0.00445161 -0.000143498 -0.00116216 0.001 -0.000573816 -0.000378139 -0.000184332 -0.00111304 -0.00152131 -0.00115714 0.000394619
internal_weight=2940 2186 383 161 1803 1670 1541 1499 1368 1258 1091 967 250 110 72 754 117 92 129 61 222 147 67 717 676 650 334 304 279 212
internal_count=2940 2186 383 161 1803 1670 1541 1499 1368 1258 1091 967 250 110 72 754 117 92 129 61 222 147 67 717 676 650 334 304 279 212
cat_boundaries=0 30 48 65 86 112 114 131 138 139
cat_threshold=0 4 0 0 0 0 0 2147483648 1 0 0 4 8256 0 0 0 0 0 0 8192 0 0 16777216 0 0 1342210048 0 0 0 8192 268435456 0 67108864 2099200 524322 2 0 541196288 33554432 134217760 8192 256 0 0 0 32 0 128 0 16 1073750016 0 0 0 0 8192 0 0 32 0 0 268435456 67108864 0 16 1342177280 1048576 4 134217728 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 1 0 0 0 32768 0 0 0 512 0 0 0 0 0 0 128 0 0 8 0 16384 256 8208 0 1 536870912 4 0 0 0 0 65536 0 0 0 0 0 0 0 1073746048 131072 128 1073741824 4 0 0 131072 202
is_linear=0
shrinkage=0.04


Tree=585
num_leaves=31
num_cat=15
split_feature=8 7 0 7 12 6 2 11 12 6 6 12 12 2 2 2 0 2 11 0 2 2 2 0 12 9 2 2 0 8
split_gain=1.24094 0.824378 0.705805 0.666165 0.429758 0.402319 0.39049 0.356184 0.422379 0.32239 0.426146 1.27839 0.394082 0.307945 0.627815 0.372913 0.292472 0.290925 0.269391 0.274464 0.258699 0.238901 0.229762 0.228071 0.224131 0.211537 0.30857 0.583262 0.190619 0.175508
threshold=0 1 55.500000000000007 2 3 4 69.500000000000014 5 6 7 8 9 10 23.500000000000004 6.5000000000000009 10.500000000000002 42.710000000000008 2.5000000000000004 11 38.57500000000001 69.500000000000014 9.5000000000000018 71.500000000000014 26.500000000000004 12 13 29.500000000000004 9.5000000000000018 40.250000000000007 14
decision_type=9 9 8 9 9 9 10 9 9 9 9 9 9 10 8 10 10 10 9 10 8 8 10 10 9 9 8 10 10 9
left_child=3 17 4 16 5 6 21 8 22 12 18 -12 -6 14 -13 -16 20 -2 24 -20 -1 -3 -5 -7 -11 26 27 -14 -25 -9
right_child=1 2 -4 7 9 23 -8 29 -10 10 11 13 25 -15 15 -17 -18 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-7.567091688737838e-06 -1.7458933105454066e-06 -0.0001656914143854927 -2.0695249789712725e-05 -7.682865033820598e-07 -2.8598455898562112e-06 -4.6244998530253302e-06 -6.9843382889007801e-05 6.3252719708108977e-06 6.6476927439008747e-07 2.6504143373184283e-08 2.3148806474461722e-05 -0.0001239249774173794 8.9077792220901836e-05 -0.00015834831668599925 0.00092778988233956691 -4.8225658583073547e-05 0.00012145179909801484 0.00010401916105568727 -5.7795217453514728e-06 2.1338257319448696e-06 -2.4495231811390568e-08 -5.4076673965851139e-07 1.7656177969548209e-06 1.2679246138959112e-06 2.5804018501894449e-06 0.00015536399186208768 3.3940686820095655e-06 -2.4203356139029849e-05 -3.8179655493412087e-05 5.2287923633768638e-06
leaf_weight=39 29 30 25 124 162 25 26 227 308 130 103 51 31 54 43 38 33 199 63 138 29 51 28 118 117 172 42 36 30 405
leaf_count=39 29 30 25 124 162 25 26 227 308 130 103 51 31 54 43 38 33 199 63 138 29 51 28 118 117 172 42 36 30 405
internal_value=0.000654971 -3.9443e-05 -0.0003877 0.00163787 -0.000273785 -0.00164948 -0.00349153 0.00192928 0.00101911 6.71706e-05 -0.00044385 -0.00161333 0.000907489 -0.00353299 -0.00264662 -0.000439024 -0.00139286 0.00214226 0.000331155 -0.000735849 -0.00301449 -0.00239024 -0.000687116 -0.000369565 0.0011938 0.00179452 0.0003 -0.00135294 0.000214765 0.00256299
internal_weight=2906 1713 1485 1193 1460 280 107 1092 460 1180 737 289 443 186 132 81 101 228 448 201 68 81 152 173 247 281 109 67 148 632
internal_count=2906 1713 1485 1193 1460 280 107 1092 460 1180 737 289 443 186 132 81 101 228 448 201 68 81 152 173 247 281 109 67 148 632
cat_boundaries=0 30 47 61 62 63 65 67 68 69 71 72 73 74 76 100
cat_threshold=268435472 2052 0 0 2147483648 0 262144 2147483648 1 0 0 133124 10304 1049088 268435456 0 0 0 0 8192 0 0 16777216 8 0 0 0 0 524288 8192 0 145 1074790400 2048 0 0 0 8192 0 0 32800 0 0 0 0 0 1073741840 0 128 0 4 32 0 0 0 0 16 0 0 0 268435456 34880 338 49184 1024 67142912 32 338 136 90368 2 1253632 36 1114402 0 20612 16 2048 0 0 0 0 262144 0 0 0 0 133120 2048 0 0 0 0 0 0 0 0 0 0 8
is_linear=0
shrinkage=0.04


Tree=586
num_leaves=31
num_cat=11
split_feature=8 8 2 12 1 9 3 2 12 9 2 0 2 8 2 0 9 1 4 4 2 12 1 8 2 2 2 14 2 2
split_gain=1.35592 0.63883 0.536125 0.531325 0.937794 0.633131 0.872266 0.689997 0.381673 0.464131 0.469665 0.542777 0.341284 0.341067 0.330892 0.464887 0.446588 0.306359 0.337132 0.486673 0.277689 0.38003 0.538547 0.245513 0.35053 0.235807 0.236937 0.233159 0.617814 0.217192
threshold=0 1 14.500000000000002 2 5.5000000000000009 3 1984.5000000000002 29.500000000000004 4 5 1.5000000000000002 32.500000000000007 9.5000000000000018 6 35.500000000000007 24.500000000000004 7 5.5000000000000009 8400.0000000000018 3425710000.0000005 89.500000000000014 8 4.5000000000000009 9 151.50000000000003 4.5000000000000009 8.5000000000000018 10 11.500000000000002 15.500000000000002
decision_type=9 9 8 9 10 9 10 10 9 9 10 10 10 9 10 10 9 10 8 8 10 9 10 9 8 8 10 9 10 8
left_child=8 2 -2 4 27 6 20 12 23 13 -11 -12 -8 -10 15 -7 -17 18 -18 -20 21 22 -5 24 -1 -21 -27 -3 -29 -6
right_child=1 3 -4 5 29 14 7 -9 9 10 11 -13 -14 -15 -16 16 17 -19 19 25 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=7.5158957656640269e-07 -2.7194675172797314e-05 4.46401875361352e-06 -8.222481495466472e-06 -0.00013252547656257104 -4.3620633620895414e-07 -8.3422888615758208e-05 -1.1069809181346467e-05 -9.0131677029653672e-06 4.8624189456815228e-08 2.8762035796860844e-05 1.5088883415232057e-06 -2.3562909834522984e-05 -0.00010337470605976727 8.733768659290241e-06 2.1230822914338924e-05 0.0018356705010932615 3.503777419317672e-05 2.23138116511019e-05 -5.6872806650527997e-05 -2.2141743775746847e-05 -3.1981500377562137e-06 1.89207243153452e-06 -1.2679129587916869e-06 1.3977186451928219e-05 -1.0447983142265578e-05 2.9199286847404481e-05 -9.5285432006376866e-06 2.077160877207159e-05 -2.9451306459106738e-05 -8.9680411228613738e-05
leaf_weight=391 44 384 57 25 29 31 27 61 282 30 29 54 45 135 154 142 31 34 25 34 48 169 130 221 30 63 114 57 47 26
leaf_count=391 44 384 57 25 29 31 27 61 282 30 29 54 45 135 154 142 31 34 25 34 48 169 130 221 30 63 114 57 47 26
internal_value=0.000446102 -0.000252796 -0.00317857 -5.69056e-05 0.000960289 -0.000548951 -0.00158915 -0.00438806 0.00149451 0.000665435 -0.00151613 -0.00319048 -0.0070137 0.00128037 0.00030047 -0.000218947 0.000117117 -0.00075641 -0.00123881 -0.00175527 -0.000621984 -0.000196923 -0.00156626 0.0021562 0.00149074 -0.00111321 -0.000516854 0.00153783 -0.000208696 -0.00392857
internal_weight=2949 1777 101 1676 543 1133 505 133 1172 530 113 83 72 417 628 474 443 301 267 236 372 324 155 642 421 211 177 488 104 55
internal_count=2949 1777 101 1676 543 1133 505 133 1172 530 113 83 72 417 628 474 443 301 267 236 372 324 155 642 421 211 177 488 104 55
cat_boundaries=0 30 51 52 54 55 57 80 82 83 106 107
cat_threshold=268435472 12 0 134217728 0 0 262144 0 1 0 0 4 10304 1048576 0 4096 0 0 0 10240 0 0 20971520 0 0 32768 0 0 524288 8192 1073741824 1048576 4 0 2147483648 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 0 2147483648 83962912 0 2048 85008482 1 6144 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 131072 176 16450 16 8 0 134217728 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 20971520 8320
is_linear=0
shrinkage=0.04


Tree=587
num_leaves=31
num_cat=10
split_feature=8 3 10 3 4 6 4 9 8 15 17 6 1 4 5 17 4 3 5 3 11 1 5 3 3 5 4 4 3 3
split_gain=1.45975 0.699786 0.67175 0.654147 0.468096 0.416475 0.424547 0.343232 0.359029 0.309513 0.289195 0.427989 0.33678 0.267718 0.233307 0.344157 0.358828 0.214129 0.201578 0.189338 0.163992 0.182031 0.151834 0.145773 0.140505 0.204556 0.133741 0.129761 0.11926 0.155638
threshold=0 1999.5000000000002 1 1980.5000000000002 15385520000.000002 2 20782.500000000004 3 4 5 6 7 5.5000000000000009 10510.500000000002 1.5000000000000002 8 141.00000000000003 2011.5000000000002 1.0000000180025095e-35 1996.5000000000002 9 2.5000000000000004 5.5000000000000009 2018.5000000000002 2002.5000000000002 3.5000000000000004 1104.0000000000002 6670500000.000001 2020.5000000000002 2017.5000000000002
decision_type=9 8 9 10 10 9 10 9 9 9 9 9 8 8 8 9 10 10 10 10 9 10 8 8 10 8 10 8 8 10
left_child=7 3 4 -2 5 9 10 -1 13 -3 18 12 24 -9 -11 27 28 20 23 -5 22 -22 -15 -7 25 -12 -18 -16 29 -17
right_child=1 2 -4 19 -6 6 -8 8 -10 14 11 -13 -14 17 15 16 26 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.1023852924366005e-06 0.00026915507977565443 -1.9347152761070245e-05 0.00020126776347586471 -3.2592818188098425e-05 -7.7256541450649128e-06 -3.1956663734982615e-05 3.8986687376198335e-05 4.8182242621006394e-06 1.3165863157038244e-05 -0.00012944091541055531 7.4198149543340634e-06 -7.2694387741703036e-05 -1.1868745245018788e-05 6.4341345667157718e-06 5.0651211512744693e-06 4.407751214626578e-06 -0.00039613472431084386 3.5624282514920518e-05 -1.2118070799521942e-05 -6.1401011240213015e-05 -2.398617671163186e-06 4.8907745231147493e-07 -1.5536541248430358e-07 -4.9647935719605905e-05 0.00018254766902016807 -2.1076737103148314e-06 9.1827559279478259e-07 1.3045384330829192e-05 1.2678127593977736e-06 -2.1129795260175326e-05
leaf_weight=112 25 136 129 54 42 25 25 80 252 36 36 138 64 52 36 117 34 38 64 35 27 414 140 38 62 84 42 89 514 28
leaf_count=112 25 136 129 54 42 25 25 80 252 36 36 138 64 52 36 117 34 38 64 35 27 414 140 38 62 84 42 89 514 28
internal_value=0.000374537 -0.00031545 -0.000117241 -0.00333913 -0.000345466 -0.000234544 -0.00112614 0.00150977 0.00174753 0.000237776 -0.00139844 -0.00076962 0.000249027 0.00126509 0.000511577 0.000650407 0.000294906 0.00101786 -0.00298551 -0.00493333 0.000839117 0.00124779 -0.000157635 -0.0048125 0.00113661 0.000330579 -0.00228571 0.0025 0.0006 -0.000410959
internal_weight=2968 1853 1739 114 1610 1568 536 1115 1003 1032 511 384 246 751 896 860 735 671 127 89 633 441 192 63 182 120 76 125 659 145
internal_count=2968 1853 1739 114 1610 1568 536 1115 1003 1032 511 384 246 751 896 860 735 671 127 89 633 441 192 63 182 120 76 125 659 145
cat_boundaries=0 29 30 31 33 59 60 61 62 63 65
cat_threshold=16 2052 0 134217728 8192 0 262144 0 1 32768 0 131076 10240 1048576 0 0 0 0 0 10240 0 0 20971520 0 0 32768 68 0 524288 257 142 0 8244 16 4 0 134217728 0 0 262144 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 16777216 0 0 32768 2281701376 8 320 10 4 1024
is_linear=0
shrinkage=0.04


Tree=588
num_leaves=31
num_cat=8
split_feature=7 2 7 13 4 4 2 0 11 2 2 0 0 9 2 13 3 2 0 2 3 9 1 9 3 5 2 2 2 2
split_gain=0.976743 0.69177 0.527199 0.407301 0.654574 0.424326 0.402142 0.557775 0.358208 0.423876 0.323006 0.41144 1.27072 0.302927 0.295705 0.276325 0.261718 0.271849 0.221847 0.214211 0.262491 0.213821 0.275104 0.213814 0.231445 0.334982 0.382808 0.316357 0.277933 0.20494
threshold=0 49.500000000000007 1 2 581475000.00000012 520.00000000000011 1.0000000180025095e-35 38.57500000000001 3 49.500000000000007 4011.5000000000005 32.500000000000007 39.07500000000001 4 8.5000000000000018 5 2013.5000000000002 8.5000000000000018 20.500000000000004 199.50000000000003 1997.5000000000002 6 5.5000000000000009 7 2003.5000000000002 7.0000000000000009 20.500000000000004 19.500000000000004 10.500000000000002 16.500000000000004
decision_type=9 10 9 9 10 8 10 8 9 10 8 10 10 9 8 9 10 10 8 10 8 9 10 9 10 8 10 10 10 8
left_child=1 -1 13 4 5 -4 7 -5 9 -8 11 18 -13 -2 -15 29 19 -18 -7 20 -14 22 -10 -22 25 26 28 -27 -25 -16
right_child=2 -3 3 6 -6 10 8 -9 21 -11 -12 12 16 14 15 -17 17 -19 -20 -21 23 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-2.4391206766547024e-06 6.0809303370786842e-06 -4.8758854090622469e-06 1.9184606357190733e-05 2.5129384439648348e-05 -0.0002800400214837492 2.0628847945560498e-07 5.1341034724143518e-07 -4.9745726402900503e-05 7.9021939094849282e-06 -6.1407941245708898e-07 0.00015698169516949079 -5.6307120884905183e-05 -1.2055592792777533e-05 -1.3643801249896048e-06 7.0656875759505559e-06 9.966767635694537e-07 1.695077182612766e-05 -9.3778978607121674e-06 6.2499330688011849e-06 -9.4092789711892836e-05 2.3060486182951037e-06 1.0903267206600446e-05 -3.4957884791287956e-05 3.6536289321017439e-06 0.00056249758987956101 -2.4738585322564605e-06 2.1420625957276672e-05 -5.0300116361350103e-05 -2.2913994133220259e-05 -1.2726382453934605e-07
leaf_weight=177 108 44 69 62 26 275 63 38 465 37 42 49 31 106 33 368 38 45 63 25 207 170 38 47 30 68 47 31 34 125
leaf_count=177 108 44 69 62 26 275 63 38 465 37 42 49 31 106 33 368 38 45 63 25 207 170 38 47 30 68 47 31 34 125
internal_value=0.000271438 -0.00222414 0.000479826 0.000139234 -0.000362039 -0.000214156 0.000782806 -0.00158416 0.00110078 -0.00108108 -0.000418199 -0.000565086 -0.00115161 0.00138482 0.00100778 0.00141176 -0.000642384 -0.00271429 0.000566372 -0.000307102 -0.000120968 0.00142105 0.000957199 0.00012043 -0.000641791 -0.00110526 0.000248062 -0.00284 -0.00141463 -4.73371e-05
internal_weight=2961 221 2740 2000 1127 1101 873 100 773 100 1032 990 652 740 632 526 603 83 338 520 495 673 503 464 257 227 128 99 81 158
internal_count=2961 221 2740 2000 1127 1101 873 100 773 100 1032 990 652 740 632 526 603 83 338 520 495 673 503 464 257 227 128 99 81 158
cat_boundaries=0 18 35 36 39 41 42 44 46
cat_threshold=268582912 16 1310720 2560 524288 8256 0 0 0 0 0 0 0 268435456 0 32 0 128 0 0 570433536 2621440 32 134217728 0 805445632 33556480 8192 32768 128 16 0 67108864 0 1073745920 10 32 2147483648 524288 0 20608 4 0 18592 0 2080
is_linear=0
shrinkage=0.04


Tree=589
num_leaves=31
num_cat=9
split_feature=7 8 2 3 12 3 3 16 7 5 2 1 4 9 12 1 3 2 2 3 9 11 3 2 2 3 2 2 3 1
split_gain=1.25402 0.965597 0.85082 0.69946 0.664383 0.575569 0.810914 0.570873 0.541458 0.409098 0.368972 0.339778 0.384346 0.328962 0.408088 0.710004 0.582451 0.543333 0.356433 0.318192 0.29565 0.458922 0.371884 0.293698 0.419517 0.284205 0.288931 0.34466 0.266683 0.266649
threshold=0 1 9.5000000000000018 2008.5000000000002 2 1998.5000000000002 1992.5000000000002 3 4 2.5000000000000004 25.500000000000004 4.5000000000000009 152.50000000000003 5 6 5.5000000000000009 2003.5000000000002 14.500000000000002 70.500000000000014 2016.5000000000002 7 8 2002.5000000000002 187.50000000000003 89.500000000000014 2000.5000000000002 4.5000000000000009 33.500000000000007 2011.5000000000002 5.5000000000000009
decision_type=9 9 8 8 9 8 10 1 9 8 8 8 8 9 9 10 10 10 10 10 9 9 10 10 8 10 8 10 10 8
left_child=2 -2 -1 -4 5 6 -3 9 10 -5 -6 -10 -13 14 15 17 18 -14 -16 -18 21 -7 -22 24 -23 26 -15 -28 -27 -11
right_child=1 4 3 7 8 20 -8 -9 11 29 -12 12 13 25 16 -17 19 -19 -20 -21 22 23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=3.5331759785333001e-05 7.0360984636929495e-06 8.9854345388672345e-05 -5.0495463823475413e-05 8.1226030671978143e-07 1.062196763230373e-06 5.0527927605300039e-06 -4.022616228718686e-05 1.2244919597556109e-05 -6.5511701822941497e-06 -5.5432844834922224e-06 6.6703226750792416e-09 1.0004327754038314e-05 -3.2564321353552542e-05 1.191903927326606e-05 1.9948512886650615e-06 -3.627203151117121e-05 -4.3530425222542607e-05 2.8801953593737617e-07 -1.4784547805798385e-06 -1.1042847560073437e-05 1.364553193597738e-06 6.6209582485043937e-07 -8.0037967066504356e-05 0.0006441126826168031 -3.7525107634996447e-05 0.00015083748839692438 -5.0181610851754202e-05 -1.93895374210145e-05 -0.00012832723949512427 -4.7541945268903053e-05
leaf_weight=45 412 34 41 25 88 370 36 28 59 73 153 25 42 33 270 30 31 72 52 28 242 354 41 35 80 31 122 43 30 25
leaf_count=45 412 34 41 25 88 370 36 28 59 73 153 25 42 33 270 30 31 72 52 28 242 354 41 35 80 31 122 43 30 25
internal_value=9.48832e-05 0.000342144 -0.00262903 -0.00389637 1.90313e-05 0.000671654 -0.0028169 -0.00260526 -0.000682143 -0.00377419 0.000968254 -0.00114676 -0.00094321 -0.00110064 -0.000485074 -0.00221935 0.000214286 -0.000904348 0.000891641 -0.0034 0.000897596 0.00126588 -0.000231292 0.000408333 0.000128736 -0.00223704 -0.00305528 -0.00373494 6.45163e-05 -0.00492929
internal_weight=2950 2713 237 192 2301 1192 70 151 1109 123 241 868 809 784 525 144 381 114 322 59 1122 839 283 469 434 259 198 165 61 98
internal_count=2950 2713 237 192 2301 1192 70 151 1109 123 241 868 809 784 525 144 381 114 322 59 1122 839 283 469 434 259 198 165 61 98
cat_boundaries=0 18 47 48 49 66 68 69 71 74
cat_threshold=16384 16 1073741824 2560 524288 8258 0 4194304 33554432 0 0 8448 0 0 0 0 128 128 16 2052 0 0 8192 0 0 2147483648 1 32768 0 4 8256 0 0 4096 0 0 0 8192 0 0 4194304 0 0 268435456 0 0 524288 1125634 2 0 128 0 2097152 32 134217728 0 131072 0 32 8192 0 0 0 0 0 1073741840 1073741825 14336 16793632 1073742080 26628 16388 2147483648 524288
is_linear=0
shrinkage=0.04


Tree=590
num_leaves=31
num_cat=10
split_feature=8 12 3 3 0 11 3 8 9 6 1 0 0 9 2 9 2 1 2 3 4 4 5 2 0 3 12 13 2 2
split_gain=1.18546 0.600544 0.719363 0.740831 0.550602 0.506697 0.760072 0.408411 0.371233 0.370762 0.564376 0.397792 0.367177 0.339372 0.405179 0.338334 0.338442 0.328772 0.318693 0.354129 0.257209 0.254554 0.333216 0.24633 0.337066 0.232508 0.219227 0.229768 0.29703 0.297214
threshold=0 1 1999.5000000000002 1992.5000000000002 36.400000000000006 2 1996.5000000000002 3 4 5 4.5000000000000009 35.850000000000009 35.850000000000009 6 6.5000000000000009 7 69.500000000000014 5.5000000000000009 48.500000000000007 2001.5000000000002 79781110000.000015 4.0000000000000009 5.5000000000000009 18.500000000000004 44.07500000000001 2001.5000000000002 8 9 59.500000000000007 25.500000000000004
decision_type=9 9 8 10 10 9 10 9 9 9 10 10 10 9 10 9 10 10 8 10 8 10 8 10 10 10 9 9 10 10
left_child=7 4 3 -3 -2 13 23 26 -4 10 -10 25 -12 -6 -15 -13 17 18 19 21 -18 22 -17 24 -7 -11 -1 28 29 -28
right_child=1 2 8 -5 5 6 -8 -9 9 11 12 15 -14 14 -16 16 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.8740122997169766e-07 6.7707309723740044e-06 2.5013999398454546e-05 3.9209677842161121e-05 -6.2878753854489971e-05 -1.5715069918686883e-05 -3.4268508893646784e-05 -0.00024506472346128157 1.1838229467963786e-05 6.6708529299183963e-05 1.1307055922710106e-05 -4.2421745519749531e-06 1.1524306583278525e-05 -1.4809087988879819e-06 -2.2387967065692439e-05 5.8709087181530952e-05 -9.4454131803284542e-06 9.4027176899749907e-06 0.00016630217989801227 0.00011602383294893118 0.00036629790853793349 -4.876686819289249e-05 3.242225193978635e-05 -7.4136241213478116e-05 -1.7929842628921469e-07 -1.9645995456352715e-06 2.5635996066511599e-06 -2.8221237580461589e-07 4.9290890179922744e-07 -5.2638820101537527e-07 6.3911796484151992e-07
leaf_weight=269 125 40 175 50 104 57 25 276 93 108 49 300 191 41 112 41 26 30 36 30 27 51 44 61 34 26 57 389 49 55
leaf_count=269 125 40 175 50 104 57 25 276 93 108 49 300 191 41 112 41 26 30 36 30 27 51 44 61 34 26 57 389 49 55
internal_value=0.000499327 -0.000114467 0.00035241 -0.00307692 -0.0012 -0.00189425 -0.00346808 0.00153707 0.000609121 0.000308561 -0.00077907 0.000816438 -0.00182573 -0.000641791 0.000560976 0.000375427 -0.000608108 3.43349e-05 -0.000551724 -0.00129341 -0.00348148 -0.00216058 -0.00348837 -0.00256209 -0.00386956 0.00278519 0.00105542 0.00057041 -0.000674418 0.000424779
internal_weight=2971 1876 1317 90 559 434 177 1095 1227 1052 333 719 240 257 153 585 285 232 202 166 53 136 85 152 91 134 819 550 161 112
internal_count=2971 1876 1317 90 559 434 177 1095 1227 1052 333 719 240 257 153 585 285 232 202 166 53 136 85 152 91 134 819 550 161 112
cat_boundaries=0 30 32 33 62 64 65 67 69 70 71
cat_threshold=268435456 4 0 134217728 0 0 262144 0 1 32768 0 2052 10240 1048576 0 0 0 0 0 10240 128 0 16777216 8 0 0 64 0 524288 4096 67158336 2 49156 268435456 0 0 0 0 0 262144 0 0 0 0 2048 8192 1048576 0 0 0 0 0 2048 128 0 16777216 0 0 0 64 0 524288 1073873281 4 12 0 2048 0 2080 84100096 4
is_linear=0
shrinkage=0.04


Tree=591
num_leaves=31
num_cat=9
split_feature=7 8 7 6 2 2 9 3 2 2 0 3 2 7 7 2 9 2 2 2 2 2 2 0 2 6 2 0 2 2
split_gain=1.24444 1.12581 0.91503 0.511703 0.437109 0.420412 0.39074 0.361673 0.583904 0.777947 0.303142 0.356716 0.282728 0.33248 0.30568 0.387659 0.277149 0.534944 0.266447 0.261538 0.365992 0.217977 0.201383 0.411891 0.195578 0.222162 0.328073 0.301047 0.271412 0.459247
threshold=0 1 2 3 12.500000000000002 50.500000000000007 4 2006.5000000000002 12.500000000000002 79.500000000000014 40.250000000000007 2018.5000000000002 45.500000000000007 5 6 5.5000000000000009 7 25.500000000000004 6.5000000000000009 28.500000000000004 58.500000000000007 4.5000000000000009 42.500000000000007 18.500000000000004 298.50000000000006 8 37.500000000000007 40.250000000000007 5.5000000000000009 28.500000000000004
decision_type=9 9 9 9 8 10 9 10 8 10 10 8 8 9 9 10 9 10 10 8 10 8 8 10 10 9 10 8 8 8
left_child=7 4 22 6 -2 -6 10 8 -1 -10 12 -12 13 -4 15 -15 17 18 -5 -13 -21 -8 -3 -24 25 -18 27 28 -27 -30
right_child=1 2 3 16 5 -7 21 -9 9 -11 11 19 -14 14 -16 -17 24 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-2.4871830593197725e-05 -1.7892924347867414e-05 3.9402746866149578e-06 -1.1185703015511689e-07 -2.358950646585829e-05 1.6529574662539404e-05 -0.00012614689411284872 -1.1114579114480209e-06 -7.2037615716108852e-06 2.4911483740322802e-05 -5.0626358517185467e-06 -1.9441011938506562e-05 3.0032166961546432e-05 1.4064492079542128e-06 1.5691655633681565e-05 1.3165183006942925e-05 -5.1675165792566476e-07 3.6908071108709566e-06 -4.6324908206295406e-05 3.3813669364448631e-05 -0.00024013478055636141 2.961519088190386e-05 6.9201520644908463e-06 -3.5561978850856639e-07 6.5175250813891546e-06 -1.9299689213499314e-05 -0.00018393647282622549 0.00042189911324961053 2.3773464157768604e-05 1.1525602522866422e-05 -0.00017005291284169534
leaf_weight=67 31 274 178 43 47 29 48 25 90 40 25 45 310 26 283 133 285 45 41 53 25 234 38 224 27 28 46 36 78 46
leaf_count=67 31 274 178 43 47 29 48 25 90 40 25 45 310 26 283 133 285 45 41 53 25 234 38 224 27 28 46 36 78 46
internal_value=0.000441227 0.000681294 0.000853602 0.000459433 -0.00315254 -0.00176623 0.000904449 -0.0023691 -0.00187879 -0.000305343 0.000543618 -0.00112752 0.000816327 0.000322061 0.000900662 -0.000494117 -0.000437318 -0.00202857 -0.000282353 -0.000225806 -0.00162025 0.0022116 0.00231079 0.00155133 -2.87252e-05 0.000146154 -0.00075102 -0.00152381 -0.00230065 -0.001472
internal_weight=2900 2678 2571 2035 107 76 1360 222 197 130 1078 148 930 620 442 159 675 129 84 123 78 282 536 262 546 519 234 188 152 124
internal_count=2900 2678 2571 2035 107 76 1360 222 197 130 1078 148 930 620 442 159 675 129 84 123 78 282 536 262 546 519 234 188 152 124
cat_boundaries=0 16 43 61 62 64 72 79 81 82
cat_threshold=2 16 0 524288 2 66 0 0 33554432 0 0 256 268435456 268435456 0 32 1073741824 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 0 64 131072 129 536870912 0 0 0 0 8192 67584 8240 32 128 67108880 0 67108864 0 16 768 154 256 10404 0 0 67108864 4 0 0 0 131072 0 0 0 0 0 0 131072 0 24592 320
is_linear=0
shrinkage=0.04


Tree=592
num_leaves=31
num_cat=11
split_feature=7 8 12 3 3 6 13 6 8 9 0 0 1 3 3 3 0 1 0 4 6 3 0 4 12 4 4 0 0 12
split_gain=1.36426 0.891452 0.65067 0.581751 1.05079 0.547973 0.471644 0.39069 0.408676 0.340747 0.291687 0.282857 0.4876 0.257441 0.549924 0.249749 0.258377 0.721145 0.564283 0.243122 0.262615 0.271222 0.196768 0.418765 0.212777 0.20297 0.175705 0.15258 0.151276 0.149887
threshold=0 1 2 1992.5000000000002 1999.5000000000002 3 4 5 6 7 32.500000000000007 38.57500000000001 5.5000000000000009 2006.5000000000002 2011.5000000000002 2019.5000000000002 36.400000000000006 5.5000000000000009 15.500000000000002 20046740000.000004 8 1993.5000000000002 40.675000000000004 2091500000.0000002 9 52809240000.000008 3841755000.0000005 42.250000000000007 46.250000000000007 10
decision_type=9 9 9 10 10 9 9 9 9 9 10 10 8 10 10 10 10 8 8 8 9 10 10 8 9 8 8 10 10 9
left_child=6 29 9 7 -5 -6 -1 8 10 15 -4 12 -9 -7 -15 16 18 19 -3 -18 21 -21 24 -24 -10 -25 -13 -28 -27 -2
right_child=1 2 3 4 5 13 -8 11 22 -11 -12 26 -14 14 -16 -17 17 -19 -20 20 -22 -23 23 25 -26 28 27 -29 -30 -31
leaf_value=-3.2009715239042302e-06 2.7041290218505293e-06 4.7477885933363336e-08 -3.1711017890486923e-08 -4.8320862710883198e-05 5.555325083504804e-05 7.6967987151352401e-06 -3.9017433445374e-06 8.2515147807359131e-05 1.8499016581065922e-07 4.5554886852337457e-06 -1.4493029036441361e-05 -2.4024654523465936e-05 -0.0003466250903395042 -8.405668141026061e-05 -1.5987450648783777e-05 -1.6956673151404927e-06 -8.3619643567207216e-05 -4.0433595910583151e-05 4.5652219976476499e-06 3.1511079622052323e-06 5.8369135916073233e-06 -0.00028609646863066949 -0.00013374559564892087 0.00030076074909542541 4.018494053582702e-06 -4.6156259827460596e-05 -9.7325819773203503e-06 2.9163454258489116e-05 6.7222977290684062e-05 0.00011373137288629778
leaf_weight=110 131 213 204 50 101 43 101 25 123 268 47 34 38 25 83 28 31 74 180 77 139 25 28 28 311 42 106 31 37 203
leaf_count=110 131 213 204 50 101 43 101 25 123 268 47 34 38 25 83 28 31 74 180 77 139 25 28 28 311 42 106 31 37 203
internal_value=0.000335036 0.000577486 0.000301416 -0.000275055 -0.00182178 -0.000758893 -0.00268468 0.000166825 0.000577617 0.00105163 -0.000748091 -0.00124082 -0.0035625 -0.00219753 -0.00337615 0.000601543 0.000751351 -4.61094e-05 0.00145178 0.000908425 0.00133884 -0.000283186 0.00116552 -0.000147059 0.0016 0.001 -0.00044186 0.000202899 -4.99999e-05 0.00248116
internal_weight=2936 2725 2391 1356 302 252 211 1054 820 1035 251 234 63 151 108 767 739 346 393 272 241 102 569 135 434 107 171 137 79 334
internal_count=2936 2725 2391 1356 302 252 211 1054 820 1035 251 234 63 151 108 767 739 346 393 272 241 102 569 135 434 107 171 137 79 334
cat_boundaries=0 17 47 48 49 50 51 74 76 77 79 81
cat_threshold=147458 16 262144 512 524288 66 0 0 0 268435456 0 256 268435456 0 0 32 128 0 0 4 0 0 0 0 0 1 0 0 4 8256 1048576 0 4096 0 0 0 10240 0 0 0 0 0 268484608 0 0 524288 8192 18039136 194 2 394 0 4 0 0 2147483648 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216 1073741824 10276 322 33792 2 1114432 32
is_linear=0
shrinkage=0.04


Tree=593
num_leaves=31
num_cat=13
split_feature=7 7 8 8 12 9 0 0 11 7 12 0 4 4 0 5 0 0 4 12 0 12 0 4 4 0 0 1 12 6
split_gain=1.19898 0.706931 0.876581 0.504017 0.638053 0.693742 0.468708 0.42577 0.348703 0.483263 0.412031 0.317636 0.31437 0.762904 0.286942 0.27132 0.232011 0.373405 0.226109 0.210317 0.412515 0.209663 0.208394 0.240332 0.198244 0.183971 0.176351 0.159508 0.157891 0.311239
threshold=0 1 2 3 4 5 35.850000000000009 46.250000000000007 6 7 8 18.500000000000004 293.00000000000006 9950.0000000000018 40.250000000000007 2.5000000000000004 18.500000000000004 35.250000000000007 3681544000.0000005 9 38.57500000000001 10 33.175000000000004 20282.500000000004 86.000000000000014 40.250000000000007 16.750000000000004 4.5000000000000009 11 12
decision_type=9 9 9 9 9 9 10 10 9 9 9 8 10 10 10 8 10 10 10 9 10 9 10 8 10 10 10 10 9 9
left_child=21 19 15 -4 5 6 11 14 10 26 -6 27 16 -14 -8 -3 -11 -18 -15 24 -21 25 -7 -24 -2 -1 -10 -5 -19 -30
right_child=1 2 3 4 8 22 7 -9 9 12 -12 -13 13 18 -16 -17 17 28 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=5.8263332978291479e-05 -4.9931309453750573e-06 5.9830461570661912e-06 -1.0696686563355277e-06 -2.3474544241186001e-06 1.1692061377728461e-06 7.7678856117249952e-06 -4.4817051395541036e-05 1.4193313407321433e-05 -1.654802031418931e-07 6.8383726796758079e-06 2.6545843348197146e-07 5.2885036235333406e-06 -3.2553405517144168e-05 1.6973996230441784e-05 -4.9360101746046621e-05 1.8765534717481448e-05 -2.5665341375193248e-06 -1.3889128642318217e-05 -6.2634765821220416e-06 -1.9879662801337837e-06 4.6816346827019434e-06 2.5901552292866451e-05 3.0481928877581198e-05 9.6714793045293841e-07 -5.218217326891015e-06 -2.8610675964982558e-05 -1.306978035562296e-06 -9.2262163876196588e-08 7.5386609399524603e-05 1.8482038584856901e-06
leaf_weight=83 81 58 118 36 224 37 166 32 26 42 188 86 42 31 37 164 67 114 33 67 48 229 30 161 34 28 76 104 281 203
leaf_count=83 81 58 118 36 224 37 166 32 26 42 188 86 42 31 37 164 67 114 33 67 48 229 30 161 34 28 76 104 281 203
internal_value=0.000541169 0.000240277 0.000449514 0.00019394 0.000347311 -0.000634286 -0.00151695 -0.00279661 0.000857997 0.000410367 0.0018156 -0.000246696 0.000742719 -0.00127103 -0.00347059 0.00278112 0.0010565 0.000870871 0.00147692 -0.00182573 -0.00047619 0.00273504 0.00113808 0.000645833 -0.00301587 0.00101639 -0.0020531 -0.00141844 0.00118865 0.00148687
internal_weight=2926 2586 2356 2134 2016 689 461 235 1327 915 412 226 813 106 203 222 707 665 64 230 115 340 228 191 115 111 102 140 598 484
internal_count=2926 2586 2356 2134 2016 689 461 235 1327 915 412 226 813 106 203 222 707 665 64 230 115 340 228 191 115 111 102 140 598 484
cat_boundaries=0 17 35 54 80 82 84 87 96 97 98 100 101 102
cat_threshold=131073 128 0 0 0 0 0 8192 0 671088672 32 256 128 0 67108864 0 1073745936 0 16 1140850688 524800 65538 8256 0 272629760 0 0 0 0 0 0 0 32 0 128 0 4 0 0 65536 1 0 2147483648 0 32768 0 2052 8192 0 0 0 0 0 4096 1342177280 0 0 0 0 0 0 0 0 0 0 0 2112 0 0 0 0 0 0 2048 0 0 0 8 0 16384 33088 34 0 10244 16416 0 524288 0 0 1056768 0 0 0 0 537001984 65536 84959264 100354 26688 32 67135488 212
is_linear=0
shrinkage=0.04


Tree=594
num_leaves=31
num_cat=10
split_feature=7 7 8 0 11 9 12 13 6 12 1 2 2 1 2 0 2 7 2 2 1 0 1 2 2 2 2 2 2 0
split_gain=1.47141 0.707335 0.574026 0.46537 1.00979 0.860197 0.541712 0.716718 0.491454 0.48722 0.736906 0.575246 0.626426 0.386394 0.379431 0.350323 0.481565 0.329271 0.310106 0.406871 0.341613 0.406409 0.277842 0.250437 0.651771 0.231511 0.610794 0.223738 0.249422 0.205178
threshold=0 1 2 37.750000000000007 3 4 5 6 7 8 5.5000000000000009 89.500000000000014 4.5000000000000009 5.5000000000000009 8.5000000000000018 35.600000000000009 19.500000000000004 9 5.5000000000000009 40.500000000000007 5.5000000000000009 38.57500000000001 2.5000000000000004 45.500000000000007 25.500000000000004 43.500000000000007 29.500000000000004 3.5000000000000004 7.5000000000000009 44.07500000000001
decision_type=9 9 9 10 9 9 9 9 9 9 8 10 10 8 10 10 10 9 8 8 8 10 10 8 10 8 10 10 10 10
left_child=-1 18 15 6 8 23 7 -4 -5 10 25 12 -11 -7 -14 16 -3 -8 -2 -20 21 -21 -9 24 -6 26 27 -10 -29 -25
right_child=1 2 3 4 5 13 17 22 9 11 -12 -13 14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=-4.5139562382403636e-06 -3.2932610624556934e-06 -6.096996407482053e-05 -5.8768434853832891e-07 1.4299003107400969e-05 -4.2462070330336472e-05 1.5488082168845263e-05 5.3051313866405036e-09 1.5171707258753441e-05 -6.1714900134784837e-05 -9.6353960026238184e-05 0.0007714306457569023 -7.0367684833419369e-05 0.00014684663098371573 -4.9349700028604397e-05 -9.6859224109486287e-07 7.9890261210403495e-06 2.9579602153467957e-06 1.1952602800723035e-06 5.3863549543110784e-06 -1.6843951265719279e-06 6.5698977368292629e-06 0.00010717786233354606 1.5929660453268101e-05 -9.3960700561262825e-05 4.9356238677186076e-06 4.8278412509060382e-06 -0.00027830810615800795 0.00016165007062639671 -2.3062147189243313e-06 -0.00041806372216948224
leaf_weight=213 48 41 279 284 93 87 114 50 25 41 70 27 30 32 100 268 82 268 177 42 75 41 66 56 27 75 30 39 127 33
leaf_count=213 48 41 279 284 93 87 114 50 25 41 70 27 30 32 100 268 82 268 177 42 75 41 66 56 27 75 30 39 127 33
internal_value=0.000136008 0.000390066 0.00012569 -0.000156823 -0.000659303 -0.00250147 0.000601543 -0.00044335 8.38185e-05 -0.000598261 0.000275862 -0.00214354 -0.00137209 0.000276923 1.47874e-10 0.00150249 -0.000225806 0.00164886 0.00195939 0.00244048 0.000955975 -0.000809524 0.00207874 -0.00401818 -0.00297521 -0.000592592 -0.00124324 -0.000395833 0.000143713 -0.00582222
internal_weight=2940 2727 2344 1953 1176 328 777 395 848 564 366 198 171 119 130 391 123 382 383 335 158 83 116 209 120 296 221 191 166 89
internal_count=2940 2727 2344 1953 1176 328 777 395 848 564 366 198 171 119 130 391 123 382 383 335 158 83 116 209 120 296 221 191 166 89
cat_boundaries=0 12 28 55 58 60 62 63 64 66 73
cat_threshold=147456 16 0 2099712 589824 8194 0 268435456 33554432 0 0 256 268435458 0 1073741824 524288 0 0 0 8192 65536 134225920 40992 192 0 268435456 0 32 0 2052 4 134217728 2147483648 0 0 2147483648 0 32768 0 2052 0 1048576 0 4096 0 0 0 8192 256 0 4194304 0 0 16384 64 4 1049600 524288 0 18464 175138 32 6 74 73794 32 0 128 0 4 0 0 131072
is_linear=0
shrinkage=0.04


Tree=595
num_leaves=31
num_cat=8
split_feature=7 12 12 2 9 1 1 1 2 2 2 2 2 2 12 1 2 2 12 17 9 3 2 5 4 3 2 3 2 2
split_gain=1.09635 0.883583 0.728806 0.434846 0.5158 0.725721 0.410889 0.409132 0.329066 0.589813 0.430378 0.297722 0.251579 0.493913 0.3063 0.380521 0.244128 0.524061 0.353772 0.243883 0.448426 0.422378 0.401278 0.804236 0.427436 0.395684 0.494836 0.347719 0.290621 0.36287
threshold=0 1 2 725.00000000000011 3 2.5000000000000004 3.5000000000000004 5.5000000000000009 29.500000000000004 18.500000000000004 5.5000000000000009 19.500000000000004 20.500000000000004 25.500000000000004 4 5.5000000000000009 12.500000000000002 10.500000000000002 5 6 7 2002.5000000000002 5.5000000000000009 7.0000000000000009 1642125000.0000002 1998.5000000000002 22.500000000000004 2003.5000000000002 15.500000000000002 12.500000000000002
decision_type=9 9 9 10 9 10 10 10 8 10 10 10 8 8 9 10 10 10 9 9 9 10 10 8 8 8 8 10 10 10
left_child=2 6 8 4 7 11 -2 -3 9 10 -1 -6 16 -14 15 -15 17 18 -7 22 21 -21 23 -8 -24 -22 28 -28 29 -27
right_child=1 3 -4 -5 5 12 19 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 20 25 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.468649165384958e-05 5.5929210689436108e-06 2.1956128678378562e-05 4.163858197694572e-06 -0.00013300437371227645 -0.0001083357075818359 -4.2173158192139648e-07 -1.8330221763294793e-05 -7.055469176581198e-06 1.0995949484055341e-06 -8.0923504745055062e-05 4.1911352427089328e-06 -4.3969994861807761e-05 -6.9066385358884992e-06 7.6329130252710959e-08 9.9322324115474021e-07 -6.5840961207261439e-07 3.9141424179557636e-06 -0.00024077648460311469 4.633944072874512e-06 1.4175032791550949e-05 -1.794592188987642e-05 -8.6578187406595813e-05 -2.893461288172031e-05 -0.00015422673171893917 -1.10720347719399e-06 1.0605874273902974e-06 -4.3856296832473533e-07 -4.7056279973619766e-05 2.0379155691849349e-05 -8.4165687614057877e-06
leaf_weight=30 111 184 448 28 62 112 38 36 152 30 59 25 65 209 222 52 157 27 121 78 27 30 50 31 128 158 194 45 43 33
leaf_count=30 111 184 448 28 62 112 38 36 152 30 59 25 65 209 222 52 157 27 121 78 27 30 50 31 128 158 194 45 43 33
internal_value=0.000180844 -0.000252964 0.00152877 0.000427155 0.000540456 0.000158043 -0.00116274 0.00225108 -0.000127659 -0.0017 -4.44443e-05 -0.00331818 0.000476191 -8.74315e-05 0.000355372 -0.000573529 0.00121531 0.00045977 0.00107692 -0.00147196 -0.000982229 0.00127731 -0.00252713 -0.0052 -0.00160894 -0.00148728 -0.00124051 -0.00251667 6.80853e-05 -0.000604167
internal_weight=2985 2266 719 1300 1272 1052 966 220 271 119 89 87 965 548 483 261 417 260 233 855 608 108 247 69 178 500 473 239 234 191
internal_count=2985 2266 719 1300 1272 1052 966 220 271 119 89 87 965 548 483 261 417 260 233 855 608 108 247 69 178 500 473 239 234 191
cat_boundaries=0 17 19 21 23 25 26 27 29
cat_threshold=16385 1 1141907456 8196 0 134225984 0 268443648 2048 134225968 32800 384 16 0 67108864 0 1073745936 17989634 2 67110914 32 0 20480 67191040 32 67185664 25 1 4256
is_linear=0
shrinkage=0.04


Tree=596
num_leaves=31
num_cat=12
split_feature=8 12 2 2 9 8 13 12 2 6 12 2 4 2 15 2 2 2 0 12 1 4 4 5 6 2 2 2 0 6
split_gain=1.00439 0.758271 0.719136 0.869736 0.554236 0.405148 0.403838 0.933646 0.617728 0.585177 0.445778 0.397639 0.378186 0.349424 0.360066 0.477037 0.345389 0.936063 0.31478 0.30439 0.287596 0.256762 0.529612 0.318499 0.346608 0.315903 0.353826 0.312302 0.254772 0.238802
threshold=0 1 74.500000000000014 10.500000000000002 2 3 4 5 122.50000000000001 6 7 19.500000000000004 11633120000.000002 69.500000000000014 8 8.5000000000000018 71.500000000000014 31.500000000000004 40.250000000000007 9 5.5000000000000009 2091500000.0000002 390.00000000000006 1.0000000180025095e-35 10 18.500000000000004 27.500000000000004 43.500000000000007 39.07500000000001 11
decision_type=9 9 10 8 9 9 9 9 8 9 9 10 10 10 9 10 10 10 10 9 10 10 10 10 9 8 8 8 8 9
left_child=1 -1 3 -3 29 -6 7 8 9 18 11 -8 13 14 15 -12 17 -11 -7 21 -9 22 23 24 25 -16 -27 -28 -21 -2
right_child=4 2 -4 -5 5 6 10 20 -10 16 12 -13 -14 -15 19 -17 -18 -19 -20 28 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.0380913505220993e-06 5.4853874726159254e-06 -8.7703696365060515e-05 -3.8420269125976097e-05 6.7778253046339898e-06 1.8569606688787126e-06 3.3649023036530795e-05 2.8334089230952486e-06 2.0672306322890936e-06 -2.6695819715572165e-05 -9.9890584344648949e-07 -5.9155315135103056e-05 -3.7840779737169578e-06 -2.2371637729816553e-05 2.765500280770519e-06 7.2231550499029867e-06 8.1671093581667191e-07 1.7014483780308033e-06 -5.17616347429058e-05 -9.7189666792527474e-06 7.5447181208030991e-07 -1.0472918673859732e-06 0.0031413716602985363 -0.00029662572644116407 5.388593416182906e-06 -6.1628242170145198e-05 -2.9617677020162061e-05 5.9293701033531723e-07 -2.78450460698231e-07 3.574851161857394e-05 6.5706845712916052e-06
leaf_weight=100 232 40 35 44 413 70 56 210 39 97 44 63 38 204 154 66 33 34 30 172 47 26 36 34 112 27 55 73 181 179
leaf_count=100 232 40 35 44 413 70 56 210 39 97 44 63 38 204 154 66 33 34 30 172 47 26 36 34 112 27 55 73 181 179
internal_value=0.000263498 -0.00227826 -0.00433846 -0.00263529 0.000475146 0.000230538 -1.88283e-05 -0.000910683 -0.00238217 -0.00175094 0.000357988 -0.00187692 0.00059043 0.000722363 0.000407747 -0.00165289 -0.00310857 -0.00421212 0.000720721 0.000681044 0.000850746 5.30304e-05 -0.000154471 0.000219298 -8.53079e-05 0.0006125 -0.000641025 0.000248062 0.00157143 0.00181043
internal_weight=2944 219 119 84 2725 2314 1901 560 303 264 1341 119 1222 1184 980 110 164 131 100 870 257 517 491 455 421 309 155 128 353 411
internal_count=2944 219 119 84 2725 2314 1901 560 303 264 1341 119 1222 1184 980 110 164 131 100 870 257 517 491 455 421 309 155 128 353 411
cat_boundaries=0 30 32 34 61 62 64 65 66 67 68 69 70
cat_threshold=1073741824 0 0 134217728 3221225472 0 0 2147483648 0 0 0 33554432 64 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 16384 0 0 524288 4096 98 32 1073873025 4224 268435456 0 4 0 0 0 262144 0 0 0 0 131076 2048 0 0 0 0 0 0 8192 384 0 0 0 0 1073741824 4 4 83921922 32 146 147456 136314880 1124674 204 280
is_linear=0
shrinkage=0.04


Tree=597
num_leaves=31
num_cat=9
split_feature=8 0 12 8 2 3 15 4 6 12 2 2 1 2 0 4 3 9 12 3 1 8 0 4 4 0 4 2 3 0
split_gain=1.15596 0.802761 0.579018 0.595271 0.59827 0.299715 0.295702 0.431873 0.3522 0.640527 0.835935 0.519548 0.434815 0.518726 0.321736 0.319473 0.428261 0.27874 0.307059 0.363678 0.280537 0.242291 0.29476 0.201117 0.199351 0.191657 0.18353 0.188868 0.180658 0.172976
threshold=0 55.500000000000007 1 2 22.500000000000004 2014.5000000000002 3 30474295000.000004 4 5 11.500000000000002 45.500000000000007 5.5000000000000009 11.500000000000002 37.750000000000007 2091500000.0000002 2021.5000000000002 6 7 2007.5000000000002 4.5000000000000009 8 29.500000000000004 267495000.00000003 539925000.00000012 44.07500000000001 5965.0000000000009 99.000000000000014 2003.5000000000002 15.500000000000002
decision_type=9 10 9 9 10 10 9 8 9 9 8 8 10 8 10 10 8 9 9 8 8 9 10 8 8 10 8 8 8 10
left_child=5 2 -2 4 -4 28 7 -5 17 10 -10 -12 14 -14 -11 16 -16 -8 19 -19 -20 22 29 -21 -23 -9 -18 -28 -1 -22
right_child=1 -3 3 6 -6 -7 8 25 9 12 11 -13 13 -15 15 -17 26 18 20 23 21 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.4441653411798548e-06 1.6057419189906372e-06 -1.8577704162491207e-05 -2.9809483789523469e-05 8.3675909900068527e-05 6.1581554090440634e-07 -8.8631551828783721e-07 7.9814610632316835e-06 -7.3747674309514947e-05 4.3108063069334892e-05 9.083811800315661e-06 -8.1570452801188532e-05 -1.502003262973641e-05 2.3688818493927807e-05 -0.00023392123568564697 2.884809145000679e-05 1.7409317023506787e-05 7.7933487824806308e-05 -0.00015083610394056438 3.7181636415379836e-06 1.7706786925322071e-05 -1.0237272175417766e-07 -0.00030781461992110442 -3.0212784012681529e-06 -1.301110873680389e-07 7.4769642443675361e-06 -0.00010636922315127209 -1.585571450442383e-06 -0.0001058902846699079 7.878830838561212e-06 8.5169514820262893e-07
leaf_weight=53 308 25 50 34 56 38 144 26 38 40 41 55 26 29 110 50 33 26 65 33 98 25 35 336 431 45 160 45 433 57
leaf_count=53 308 25 50 34 56 38 144 26 38 40 41 55 26 29 110 50 33 26 65 33 98 25 35 336 431 45 160 45 433 57
internal_value=0.000441276 6.74344e-05 0.000143513 -9.90947e-05 -0.00287179 0.00212336 6.42249e-05 -0.00189655 0.000184322 -0.000583072 -0.00292414 -0.0051134 0.000103175 -0.00321429 0.000528474 0.000180451 -0.000252149 0.000570976 0.000343778 -0.000541872 0.000836565 0.000593509 -0.000597015 -0.000227027 0.00107923 -0.00383333 -0.00120502 -0.00165049 0.00243121 0.000128205
internal_weight=2945 2421 2396 2088 106 524 1982 105 1877 627 134 96 493 55 438 398 348 1250 1106 395 711 646 190 369 456 71 238 205 486 155
internal_count=2945 2421 2396 2088 106 524 1982 105 1877 627 134 96 493 55 438 398 348 1250 1106 395 711 646 190 369 456 71 238 205 486 155
cat_boundaries=0 26 27 54 55 56 58 60 62 85
cat_threshold=16 8 4 0 0 1 262144 2147483648 0 0 0 131076 8256 0 268435456 0 0 0 0 8192 0 0 4194304 0 0 268451840 67243008 1342177280 0 0 0 2147483648 0 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 64 135266304 270 320 32 129 4224 114944 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=598
num_leaves=31
num_cat=9
split_feature=7 6 8 4 3 12 2 2 7 2 12 2 4 2 2 3 12 2 6 2 2 2 1 1 4 11 2 0 0 3
split_gain=1.32544 0.78376 0.751253 0.603512 0.558996 0.688963 0.505012 0.469599 0.442616 0.437264 0.412882 0.523263 0.429803 0.368796 1.08862 0.669262 0.343504 0.574739 0.337137 0.320315 0.295806 0.426848 0.267861 0.26513 0.211946 0.344204 0.250137 0.211439 0.208173 0.199088
threshold=0 1 2 8747595000.0000019 1992.5000000000002 3 59.500000000000007 5.5000000000000009 4 129.50000000000003 5 3.5000000000000004 49000.000000000007 35.500000000000007 17.500000000000004 2006.5000000000002 6 12.500000000000002 7 1.0000000180025095e-35 25.500000000000004 9.5000000000000018 4.5000000000000009 5.5000000000000009 16829230000.000002 8 44.500000000000007 38.57500000000001 39.07500000000001 2005.5000000000002
decision_type=9 9 9 8 10 9 10 10 9 10 9 8 8 10 10 10 9 8 9 10 10 8 10 10 8 9 10 10 10 10
left_child=1 3 -2 -1 8 13 16 -7 -4 -8 11 -10 -13 14 -6 -16 -3 -18 22 -20 21 -5 -12 24 -14 28 27 -27 -26 -9
right_child=2 6 4 20 5 7 9 29 10 -11 18 12 23 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-7.0696332264865634e-05 7.1095942236853246e-06 -3.6176212183764427e-07 4.6740248014182828e-06 -1.3562299620059752e-05 -2.977797225777833e-06 -1.2226466628134561e-05 -3.1903112253721428e-06 -9.0375905277059743e-09 1.5637752511783321e-05 9.5317153560640265e-07 9.3706118019972335e-06 9.8947638660503948e-06 -4.7042432669496159e-05 -1.2961132150587933e-05 -4.69881225446135e-05 -0.00016056651667531777 -3.7288283010059277e-07 4.3481532121799363e-06 -0.00010570322137050878 1.5409737084077742e-06 -1.5927969560932346e-05 0.00012186806380441826 7.9334135453379145e-07 -9.2449286010146436e-06 -2.5582809342333438e-06 1.7201104463762294e-06 -3.663997279684032e-07 -1.3567549891026721e-05 -2.0847840698509378e-06 1.16185640262552e-05
leaf_weight=29 358 104 247 25 83 29 44 81 58 32 95 57 30 75 27 29 51 79 67 192 36 42 475 77 26 108 67 41 146 160
leaf_count=29 358 104 247 25 83 29 44 81 58 32 95 57 30 75 27 29 51 79 67 192 36 42 475 77 26 108 67 41 146 160
internal_value=0.000336587 -0.00166004 0.000690036 -0.00413986 0.000403485 -0.000791752 -0.000498442 0.000569395 0.000749259 -0.00332468 0.000466207 -0.000322061 -0.000708861 -0.00241778 -0.00374286 -0.008 0.000408511 0.00170213 0.00104286 -0.000162963 -0.00296154 -0.00135294 0.00158348 -0.00108871 -0.000687351 -0.000431876 0.000634361 0.00157333 -0.00170492 0.00117355
internal_weight=2970 442 2528 132 2170 484 310 270 1686 76 1439 610 552 214 139 56 234 130 829 259 103 67 570 495 418 388 216 149 172 241
internal_count=2970 442 2528 132 2170 484 310 270 1686 76 1439 610 552 214 139 56 234 130 829 259 103 67 570 495 418 388 216 149 172 241
cat_boundaries=0 17 18 47 49 67 69 71 72 75
cat_threshold=268435459 0 536870912 2621952 524288 2 33554432 805306368 65536 268435456 8192 256 8388608 268435456 0 0 128 196 0 0 0 0 0 0 0 2147483648 0 0 0 4 8192 1049088 0 0 0 0 0 8192 128 0 0 0 0 268435456 0 0 524288 83886338 32 0 16 1141899264 4 0 0 0 8192 0 8192 32 0 0 0 0 0 1073741840 128 49504 34 1097760 32 456 4 1024 524288
is_linear=0
shrinkage=0.04


Tree=599
num_leaves=31
num_cat=12
split_feature=7 8 9 6 6 12 12 3 0 11 3 4 12 6 4 3 3 5 0 9 4 0 3 3 0 5 5 0 0 12
split_gain=1.18049 0.692569 0.54353 0.47649 0.453272 0.589172 0.585609 0.564046 0.395055 0.367764 0.550005 0.317288 0.28992 0.298787 0.3268 0.271947 0.393849 0.261484 0.251376 0.245949 0.235873 0.419809 0.218912 0.223123 0.189287 0.178458 0.157831 0.135486 0.135172 0.128511
threshold=0 1 2 3 4 5 6 1980.5000000000002 44.07500000000001 7 1992.5000000000002 390.00000000000006 8 9 215.00000000000003 2001.5000000000002 2011.5000000000002 1.0000000180025095e-35 37.750000000000007 10 1074820000.0000002 40.250000000000007 1999.5000000000002 2012.5000000000002 40.250000000000007 1.5000000000000002 1.5000000000000002 38.57500000000001 18.500000000000004 11
decision_type=9 9 9 9 9 9 9 10 10 9 10 10 9 9 10 8 8 10 10 9 8 10 10 10 10 8 8 10 10 9
left_child=3 19 4 9 5 -3 -6 27 15 28 17 24 -4 -14 26 -8 -17 18 -11 25 -21 -22 -9 -24 -5 -2 -15 -7 -1 -18
right_child=1 2 12 11 6 7 8 22 -10 10 -12 -13 13 14 -16 16 29 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.7759290176624239e-07 1.7930305479968442e-05 9.7864077964640613e-06 9.3621444556442047e-06 1.1979765209406795e-05 2.0926174428887142e-06 -0.00026094179748610921 2.4710446878779148e-05 -0.00019786133209524884 -0.00063413294618861946 -2.220255803014259e-06 -5.1144521131442236e-05 -1.422744132687794e-05 3.2332397107171719e-06 1.3499195980713838e-06 2.1027441580395598e-05 -0.00020395890439523851 -1.1307709985460068e-06 2.793192426210309e-06 -6.1033359647298147e-06 0.00017883353796403163 -5.9231871797620784e-05 2.0867540091043864e-05 -1.3994277333678092e-05 -4.0800678730502942e-05 -4.2546841639909664e-05 1.0895113516783377e-05 -1.5252317308594157e-05 4.2965065736363524e-06 8.9853013534761745e-07 2.4219294586352475e-07
leaf_weight=88 50 108 346 125 407 28 27 27 39 44 31 40 112 28 35 33 127 33 37 29 45 61 44 32 36 273 102 111 33 375
leaf_count=88 50 108 346 125 407 28 27 27 39 44 31 40 112 28 35 33 127 33 37 29 45 61 44 32 36 273 102 111 33 375
internal_value=0.000544892 0.000896327 0.000564257 -0.00128033 0.00011103 -0.00110803 0.000541708 -0.00218182 -0.000254902 -0.00236823 -0.00371795 0.000207547 0.00153312 0.000513889 -0.000568182 1.42097e-05 -0.000186567 -0.00264348 -0.00385366 0.00228571 0.000684932 -0.000149533 -0.0045 -0.00332468 0.00101235 0.00291018 -0.00152672 -0.0006 -0.000575757 9.54276e-05
internal_weight=2906 2439 1981 467 1358 350 1008 242 601 266 145 201 623 277 165 562 535 114 81 458 135 106 103 76 161 323 130 139 121 502
internal_count=2906 2439 1981 467 1358 350 1008 242 601 266 145 201 623 277 165 562 535 114 81 458 135 106 103 76 161 323 130 139 121 502
cat_boundaries=0 18 48 50 51 52 53 54 56 58 59 61 63
cat_threshold=0 128 605028352 2560 32 2 0 805306368 65536 268435456 0 256 0 268435456 0 0 0 128 16 0 0 0 0 1 262144 0 0 0 0 4 2112 1049088 0 0 0 0 4096 8192 0 0 4194304 0 0 32768 0 0 0 4096 0 10416 264 132 18022720 84945922 32 1024 246050 2 10 0 6308 0 34
is_linear=0
shrinkage=0.04


Tree=600
num_leaves=31
num_cat=11
split_feature=7 12 8 12 8 7 8 0 3 2 2 8 6 5 4 2 7 2 2 4 2 6 2 5 2 2 0 5 3 0
split_gain=1.55638 1.13381 0.706092 0.712288 0.560365 0.594072 0.486405 0.449509 0.404681 0.3522 0.402645 0.333672 0.401429 0.366026 0.319681 0.311887 0.305512 0.399575 0.382473 0.457326 0.435031 0.290893 0.266546 0.233559 0.225598 0.214737 0.200635 0.199946 0.184517 0.171735
threshold=0 1 2 3 4 5 6 32.500000000000007 2014.5000000000002 15.500000000000002 68.500000000000014 7 8 1.5000000000000002 6670500000.000001 6.5000000000000009 9 16.500000000000004 13.500000000000002 1972110000.0000002 16.500000000000004 10 11.500000000000002 3.5000000000000004 39.500000000000007 10.500000000000002 42.250000000000007 1.5000000000000002 2019.5000000000002 15.500000000000002
decision_type=9 9 9 9 9 9 9 10 10 10 10 9 9 10 8 8 9 8 8 8 8 9 10 8 10 8 10 8 8 10
left_child=1 14 -2 11 29 -6 24 28 16 25 -11 13 15 22 -1 -13 17 -9 27 -20 -21 26 -4 -14 -3 -8 -22 -18 -7 -5
right_child=2 6 3 4 5 7 9 8 -10 10 -12 12 23 -15 -16 -17 18 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.1923632075662261e-05 -2.1273649178503499e-05 3.6453784409928857e-06 5.1432619210796423e-07 6.2368341403054372e-07 5.686435717942667e-05 3.2751052827987534e-05 -2.9652538115031169e-06 -6.7249510398068989e-05 1.2526971015348123e-05 1.4573124819215525e-05 -6.0367249794914077e-07 -7.3468158543036252e-05 1.101282491848394e-06 5.2031739506678111e-06 -5.1594405260815574e-06 2.7098167088545613e-05 -1.726109889162825e-05 -6.5426007115446765e-06 1.8456461268350597e-05 -1.5916605193005395e-05 8.1519994968561849e-05 -4.550343863193843e-05 -1.6545221176947849e-05 8.5199979052252524e-06 7.3155727542640923e-07 -6.7336453163460689e-05 -2.7002945203464526e-05 7.3112785889864017e-06 2.7294141818068935e-07 1.5968673285493601e-05
leaf_weight=26 104 60 31 49 114 30 39 28 55 46 53 32 97 25 197 97 32 84 47 30 77 184 55 580 41 38 39 186 346 107
leaf_count=26 104 60 31 49 114 30 39 28 55 46 53 32 97 25 197 97 32 84 47 30 77 184 55 580 41 38 39 186 346 107
internal_value=0.000367236 -0.00164384 0.000785246 0.000933219 0.000360818 6.96755e-05 9.72224e-05 -0.00021584 -0.000775884 -0.00115508 0.00036 0.00179741 0.00208568 -0.000295082 -0.0037094 -2.85713e-05 -0.0010339 -0.00286179 -0.000627063 -0.00140741 -0.00193353 -0.00146179 -0.00156322 0.00248256 0.00217857 -0.00323077 0.000188977 0.000694064 0.000912467 0.00253892
internal_weight=2929 500 2429 2325 1408 1252 277 1138 762 176 99 917 806 111 223 129 707 112 595 377 330 300 86 677 101 77 116 218 376 156
internal_count=2929 500 2429 2325 1408 1252 277 1138 762 176 99 917 806 111 223 129 707 112 595 377 330 300 86 677 101 77 116 218 376 156
cat_boundaries=0 17 19 49 51 80 97 120 141 142 150 151
cat_threshold=268566528 0 1140850688 526848 524288 2 0 805306368 33619968 268435456 8192 384 0 0 0 32 128 68337666 2 1342177280 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 0 0 0 8 0 0 0 0 0 4096 68289570 2 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 1048576 0 0 0 0 0 8192 384 0 0 0 0 0 0 0 524288 0 0 0 0 0 0 4194304 0 2048 32 0 0 0 0 0 0 1073741840 0 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 2147483648 1 262144 0 0 0 0 0 0 0 268435456 0 0 0 0 0 256 4 1 128 0 4 2 0 131072 131072 130
is_linear=0
shrinkage=0.04


Tree=601
num_leaves=31
num_cat=12
split_feature=8 7 12 12 2 9 2 2 1 1 2 2 7 12 2 2 7 4 8 1 2 15 4 2 12 2 12 2 3 3
split_gain=1.01892 0.986386 0.920659 0.656455 0.516305 0.586082 0.789013 0.534868 0.476535 0.394032 0.349395 0.547397 0.348679 0.346237 0.343235 0.316757 0.275221 0.31244 0.457534 0.272786 0.338477 0.271667 0.320164 0.264922 0.246373 0.212894 0.211604 0.273418 0.207788 0.180436
threshold=0 1 2 3 58.500000000000007 4 1.5000000000000002 84.500000000000014 3.5000000000000004 4.5000000000000009 17.500000000000004 69.500000000000014 5 6 35.500000000000007 15.500000000000002 7 11633120000.000002 8 4.5000000000000009 13.500000000000002 9 9300.0000000000018 5.5000000000000009 10 26.500000000000004 11 36.500000000000007 2018.5000000000002 1996.5000000000002
decision_type=9 9 9 9 10 9 10 10 10 10 8 10 9 9 8 10 9 10 9 10 10 9 10 8 9 10 9 8 8 10
left_child=2 24 10 16 5 6 -5 -6 -4 -9 -1 -12 15 19 -15 23 -3 18 -18 -14 -21 -20 26 -7 -2 -8 27 -23 -10 -11
right_child=1 3 8 4 7 12 25 9 28 29 11 -13 13 14 -16 -17 17 -19 21 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8091041077073312e-05 1.6412514069367795e-06 3.687282547093231e-06 -0.00032339156359295146 -0.000151967220779362 -4.3193347186015393e-06 -4.742881405939454e-07 1.0350181622344294e-05 1.5364845412294075e-05 -5.9916919733194332e-06 -8.0601477137284448e-06 2.3786273584829955e-06 -1.2996070069388858e-05 3.1611017467549196e-05 3.9989495974065489e-06 1.2167403703905746e-05 7.7587219802802745e-08 0.00015814695231059994 -2.4796566693271225e-05 7.209056975535761e-08 3.3801094845413406e-06 -1.4339367341920867e-06 -9.6303813611218776e-09 -3.2897201848293925e-05 -3.6886850349853051e-05 2.675052479517819e-05 -1.6149026362229346e-05 3.2810008612600019e-06 1.0934133297817997e-05 6.5908335775206208e-07 7.6260686527202371e-06
leaf_weight=48 100 109 25 34 91 25 71 27 29 96 28 25 37 346 106 93 110 27 448 118 97 100 32 26 246 26 109 71 210 30
leaf_count=48 100 109 25 34 91 25 71 27 29 96 28 25 37 346 106 93 110 27 448 118 97 100 32 26 246 26 109 71 210 30
internal_value=0.000408025 0.000688322 -0.00154255 0.000373214 -0.000249595 0.000159184 -0.00222535 -0.00189388 -0.000232727 -0.000441558 -0.00460714 -0.00274074 0.000549476 0.000917483 0.00157235 -0.0011871 0.00112488 0.000867842 0.00101033 -0.000273764 -0.000833333 0.000622568 0.00151084 -0.00376923 0.00264426 -0.000530612 0.00199288 0.000901099 0.000316667 -0.00138583
internal_weight=2940 2575 365 2229 1223 979 131 244 264 153 101 53 848 704 452 144 1006 897 870 252 215 760 312 51 346 97 280 171 239 126
internal_count=2940 2575 365 2229 1223 979 131 244 264 153 101 53 848 704 452 144 1006 897 870 252 215 760 312 51 346 97 280 171 239 126
cat_boundaries=0 29 47 48 50 52 60 61 72 86 87 89 90
cat_threshold=1342177280 0 0 0 2147483648 0 0 2147483648 0 0 0 33685504 0 0 0 0 0 0 33558528 0 2147483776 0 4194304 0 0 32768 0 0 128 268566530 128 1107296256 2105344 0 0 33554432 8192 0 0 0 128 0 0 0 0 1073745936 256 83888162 83905570 2 256 8196 0 0 67108864 4 2 0 0 131072 1057088 1 0 67108864 2052 0 0 0 0 33556480 0 8192 16 0 0 0 0 0 0 0 0 0 0 4 8192 512 67108864 16780320 32 2082
is_linear=0
shrinkage=0.04


Tree=602
num_leaves=31
num_cat=12
split_feature=7 8 11 12 11 0 2 8 3 3 7 12 3 12 5 0 3 1 2 2 2 2 2 3 2 12 9 12 1 2
split_gain=1.05953 1.23755 0.609015 0.507434 0.477686 0.404104 0.524393 0.366215 0.357215 0.343192 0.509981 0.526694 0.431208 0.429523 0.364571 0.33326 0.417136 0.332413 0.584975 0.288879 0.217839 0.250468 0.215842 0.20078 0.193618 0.189136 0.18622 0.273093 0.297506 0.233193
threshold=0 1 2 3 4 39.07500000000001 14.500000000000002 5 2015.5000000000002 2011.5000000000002 6 7 2021.5000000000002 8 1.5000000000000002 40.250000000000007 2002.5000000000002 4.5000000000000009 111.00000000000001 27.500000000000004 7.5000000000000009 13.500000000000002 4.5000000000000009 1996.5000000000002 147.50000000000003 9 10 11 4.5000000000000009 10.500000000000002
decision_type=9 9 9 9 9 10 10 9 10 8 9 9 8 9 10 10 10 10 10 10 10 10 10 10 10 9 9 9 10 8
left_child=8 24 3 23 5 -4 -7 -6 25 15 13 12 -12 -11 17 16 -9 22 -19 -18 -15 -22 -13 -3 -2 -1 29 28 -28 -14
right_child=1 2 4 -5 7 6 -8 9 -10 10 11 14 26 20 -16 -17 19 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.7961071064702923e-06 -2.8773533551249425e-06 4.3047538491735146e-07 1.7458494754394529e-06 1.2182382668198276e-05 6.3573044301849023e-05 -0.00024694801922608354 -9.291701507627886e-07 1.6365102754547093e-05 -1.2695508976832532e-06 1.1002826859781914e-06 4.1929860408311314e-05 -4.2631071818097893e-06 2.1981073267304782e-05 1.3141996826771355e-05 5.0884630051654359e-05 -1.7805024762923896e-05 8.3161421049991187e-06 -2.2765722168011237e-07 -0.00012438777179657267 -7.7527737307261487e-05 -7.3879795446409304e-05 -1.9512990995540494e-06 9.6460290420548993e-06 -2.3590345043923723e-05 -2.763838038567705e-05 1.3084978146937391e-05 1.0616450920849171e-05 2.4223156473003831e-06 -7.9559207954899945e-07 -1.9364343417945058e-05
leaf_weight=227 77 81 37 135 204 28 43 75 35 101 83 49 32 33 30 29 45 422 25 44 30 119 80 29 28 201 38 335 116 125
leaf_count=227 77 81 37 135 204 28 43 75 35 101 83 49 32 33 30 29 45 422 25 44 30 119 80 29 28 201 38 335 116 125
internal_value=0.000403133 6.92433e-05 0.000265658 0.00210938 4.31117e-05 -0.00242017 -0.00438889 0.000187562 0.00213502 2.19554e-06 0.000192712 0.00052006 0.00123784 -0.00131973 -0.000350081 -0.00158763 -0.000872727 -0.000582322 -0.00109821 -0.00271111 -0.0024456 -0.00322667 0.0012 1.35465e-10 -0.00396552 0.00249883 0.000902628 0.001272 -0.000145454 -0.000309524
internal_weight=2936 2473 2368 245 2123 108 71 2015 463 1811 1618 1335 729 283 606 193 164 576 447 89 182 149 129 110 105 428 646 489 154 157
internal_count=2936 2473 2368 245 2123 108 71 2015 463 1811 1618 1335 729 283 606 193 164 576 447 89 182 149 129 110 105 428 646 489 154 157
cat_boundaries=0 17 43 45 46 49 78 94 96 97 99 101 103
cat_threshold=0 17 536879104 532484 32 0 0 8192 2048 8224 32 128 67108992 0 0 0 16 1073741824 0 0 0 2147483648 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 33554432 2 0 0 0 0 0 32768 32768 2147485184 188674 16385 1114112 1 268435456 8 4 134217728 0 1 0 0 0 0 0 4 8192 0 0 0 0 0 0 8192 0 0 0 8 0 0 0 0 524288 268435456 128 0 0 0 0 131072 805306368 0 0 0 256 0 268435456 0 32 83298 2 1138944 16786466 32 0 12448 81920 2
is_linear=0
shrinkage=0.04


Tree=603
num_leaves=31
num_cat=14
split_feature=7 7 9 1 5 9 12 8 13 12 12 15 5 3 18 0 3 15 0 12 11 5 1 3 3 0 0 0 4 0
split_gain=1.62537 0.852959 0.63033 0.505529 0.500212 0.48724 0.633471 0.583117 0.384134 0.446417 0.378557 0.320516 0.310734 0.260187 0.408503 0.244871 0.217119 0.210879 0.1917 0.243741 0.189817 0.225908 0.210541 0.186684 0.183267 0.182784 0.194449 0.175518 0.155469 0.128645
threshold=0 1 2 4.5000000000000009 1.0000000180025095e-35 3 4 5 6 7 8 9 9.0000000000000018 2015.5000000000002 10 30.500000000000004 2017.5000000000002 11 39.07500000000001 12 13 9.0000000000000018 5.5000000000000009 2021.5000000000002 1997.5000000000002 23.500000000000004 38.57500000000001 40.250000000000007 4.0000000000000009 40.250000000000007
decision_type=9 9 9 10 10 9 9 9 9 9 9 9 8 8 9 10 8 9 10 9 9 8 8 8 10 10 10 10 10 8
left_child=2 -2 16 -4 24 6 11 12 9 23 27 25 -7 -12 -15 -11 -1 18 19 -13 21 -9 -22 -8 -5 -3 -27 -10 -24 -18
right_child=1 5 3 4 -6 7 8 20 10 15 13 17 -14 14 -16 -17 29 -19 -20 -21 22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=1.553134264174323e-05 2.003937412505532e-05 2.5895552967805495e-06 0.00041500783429987642 -0.00018846837005535272 -5.0401852115835971e-07 6.039564456739738e-06 1.6883828020741891e-05 -2.6666305250216305e-07 -1.9550195459256455e-07 -9.134841692240962e-07 -1.0475420300431396e-05 3.2125723273058108e-07 -1.9436155256472451e-05 -1.0893503882439229e-05 6.2525676025672716e-06 -2.7300178168483896e-05 2.806911456512149e-07 -3.7356485500293616e-06 9.7026927042281569e-06 -2.5216771688476783e-07 8.6373662678221041e-06 5.9707547600974832e-06 7.6765499361071962e-07 -1.6741356162041784e-06 -2.0564971679667583e-05 -2.1448001842193921e-05 0.00024618098311328206 -3.6306708172340147e-05 0.0025588584400370457 -2.3914379746722269e-06
leaf_weight=33 357 109 28 64 61 87 65 115 92 65 69 122 40 49 198 94 104 100 201 104 173 171 82 125 26 41 42 34 31 27
leaf_count=33 357 109 28 64 61 87 65 115 92 65 69 122 40 49 198 94 104 100 201 104 173 171 82 125 26 41 42 34 31 27
internal_value=0.000548454 0.000894063 -0.002 -0.0036 -0.00471053 0.000592793 0.00018409 0.00145916 -0.000593516 -0.00156667 0.000194261 0.00103562 -0.000956522 0.000929664 0.00156452 -0.00308235 -0.000137143 0.000498141 0.000885845 0.000105727 0.00200343 0.00115825 0.00277441 -0.000199005 -0.00659341 0.00240394 0.00109524 -0.00157664 0.00150877 -0.000878788
internal_weight=2909 2566 343 179 151 2209 1510 699 791 349 442 719 127 316 247 159 164 527 427 226 572 286 286 190 90 192 83 126 113 131
internal_count=2909 2566 343 179 151 2209 1510 699 791 349 442 719 127 316 247 159 164 527 427 226 572 286 286 190 90 192 83 126 113 131
cat_boundaries=0 18 36 38 40 42 72 73 74 75 76 77 78 80 81
cat_threshold=131073 16 0 2099712 524288 66 0 805306368 33554432 32 8192 256 8388608 268435456 0 0 128 256 0 1 33562624 0 2 134217728 4194304 0 2048 0 32 192 268435456 0 67108864 0 1073741840 128 0 2048 256 10416 17917184 32 0 8 0 0 0 0 262144 0 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 2 32802 32800 2157969408 4 67108864 16793856 32 16388
is_linear=0
shrinkage=0.04


Tree=604
num_leaves=31
num_cat=10
split_feature=8 3 15 8 9 12 12 6 0 4 3 10 4 2 2 8 0 3 2 2 2 2 2 5 13 4 3 1 2 4
split_gain=0.843261 0.839037 0.670911 0.457291 0.723767 0.483676 0.451036 0.42845 0.4272 0.416693 0.32784 0.325226 0.42723 0.745074 0.325812 0.610741 0.592305 0.336422 0.322281 1.26678 0.314514 0.681863 0.592224 0.412081 0.307106 0.351557 0.365037 0.346027 0.422683 0.292355
threshold=0 2012.5000000000002 1 2 3 4 5 6 44.07500000000001 3841755000.0000005 1996.5000000000002 7 1158870000.0000002 1025.0000000000002 13.500000000000002 8 44.07500000000001 2004.5000000000002 47.500000000000007 42.500000000000007 119.00000000000001 50.500000000000007 29.500000000000004 1.0000000180025095e-35 9 5544455000.000001 1994.5000000000002 4.5000000000000009 38.500000000000007 2331015000.0000005
decision_type=9 8 9 9 9 9 9 9 10 8 10 9 10 8 8 9 10 10 10 10 10 10 10 10 9 8 10 10 8 8
left_child=1 -1 6 -4 7 24 10 8 -5 -9 -2 14 13 -13 17 16 -16 -7 19 29 21 22 23 -3 25 -6 27 28 -27 -17
right_child=2 20 3 4 5 11 -8 9 -10 -11 -12 12 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00011595647058883324 -8.8409685588039478e-07 -4.6738526117237557e-05 6.7935172292622998e-06 1.0318318828061903e-05 1.1145071251248561e-05 8.7162152029084458e-06 4.0728230429605469e-06 3.8510538795946493e-05 -2.8943154237169752e-05 -1.1531168837868946e-06 6.2324441078411488e-05 -0.00014596688807641482 1.3235458394279575e-05 2.3141940588485094e-05 -2.0831145127878462e-05 -1.9136128846990814e-05 1.632659211220233e-05 -1.6075233339927863e-05 1.1160948433842896e-06 -4.4070923978678487e-06 2.2159864132534177e-05 -4.4630344241534859e-05 8.8191205605843111e-05 -2.6669203820970533e-06 2.6799137135235128e-08 -1.4265633060554002e-05 -9.0190436111203616e-05 -4.7274148009535114e-07 -3.3113077322736545e-05 9.7351622014018083e-07
leaf_weight=44 93 74 234 232 35 251 243 32 25 132 26 49 26 31 83 42 34 51 210 29 27 26 29 55 224 25 44 202 35 275
leaf_count=44 93 74 234 232 35 251 243 32 25 132 26 49 26 31 83 42 34 51 210 29 27 26 29 55 224 25 44 202 35 275
internal_value=0.000271326 -0.0018797 0.000483171 0.000226644 3.27239e-05 -0.000347616 0.00205898 0.00149074 0.00249254 -0.000137143 -3.07691e-05 0.000150183 -0.00184615 -0.00345679 0.000385396 -0.00010089 -0.00259375 0.00147855 0.000465609 -0.000276657 -0.003 -0.00358919 -0.00256604 -0.00372308 -0.00128472 -0.00203409 -0.00252769 -0.00194677 -0.00459016 0.000465409
internal_weight=2918 255 2663 2301 2067 1646 362 421 257 164 119 1081 106 80 975 673 117 302 556 346 211 184 158 129 565 341 306 262 60 317
internal_count=2918 255 2663 2301 2067 1646 362 421 257 164 119 1081 106 80 975 673 117 302 556 346 211 184 158 129 565 341 306 262 60 317
cat_boundaries=0 29 31 61 63 65 66 67 68 89 90
cat_threshold=1073741824 4 0 134217728 2147483648 1 0 0 0 0 0 2048 0 0 0 0 0 0 4096 0 2147483648 0 0 8 0 0 64 0 524416 2155872256 1 0 0 0 0 0 0 0 0 0 0 0 131076 2048 0 0 0 0 0 0 10240 0 0 4194304 0 0 32768 0 0 0 4096 1073873025 16388 67305760 32 67201056 156 288 0 0 0 0 0 0 262144 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 128 10
is_linear=0
shrinkage=0.04


Tree=605
num_leaves=31
num_cat=10
split_feature=12 5 14 3 4 17 4 4 0 6 12 3 12 6 0 18 9 0 4 3 1 0 1 4 9 1 3 0 3 1
split_gain=0.334485 0.505757 0.420791 0.366046 0.34738 0.33839 0.353785 0.345773 0.309074 0.302177 0.68657 0.607202 0.34555 0.328718 0.262371 0.233079 0.258116 0.224986 0.210781 0.20057 0.191818 0.188558 0.172838 0.15051 0.144619 0.143796 0.176054 0.138851 0.160191 0.328363
threshold=0 1.5000000000000002 1 2019.5000000000002 4041470000.0000005 2 1950.0000000000002 267495000.00000003 40.675000000000004 3 4 2002.5000000000002 5 6 43.675000000000004 7 8 32.500000000000007 16000.000000000002 2004.5000000000002 5.5000000000000009 42.250000000000007 4.5000000000000009 15385520000.000002 9 5.5000000000000009 1984.5000000000002 23.500000000000004 1998.5000000000002 5.5000000000000009
decision_type=9 8 9 8 8 9 10 10 8 9 9 8 9 9 10 9 9 10 8 10 10 10 10 10 9 10 10 10 10 10
left_child=3 14 -3 19 -5 7 9 8 22 12 13 -12 27 17 18 -14 21 -11 -2 -1 -19 -17 -4 -8 -13 26 -15 -7 29 -29
right_child=1 2 5 4 -6 6 23 -9 -10 10 11 24 15 25 -16 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.2661705277723627e-06 4.2880264130907409e-07 3.8346014760136071e-06 1.3818079167848105e-05 2.3096624283755022e-05 -4.5383182090574791e-07 5.8560580303514343e-07 4.8201295250365208e-05 -8.7729729500504641e-05 0.00018183053761381998 2.1460631850105678e-05 -3.1727978279689539e-05 2.4807279694147032e-05 -7.2091560241291277e-05 -2.0308437359581934e-06 1.1106349587127892e-05 2.3514191940681335e-07 8.9761358955614547e-06 1.2169332643900666e-06 -4.0608314666584527e-06 1.7804380979421731e-05 -3.0309691543076886e-05 -0.00010211237601389946 -3.8135170481087357e-05 2.4217430779585799e-06 3.5073673808213572e-06 0.00065781729733316589 -0.00010564893504883758 4.0787345757050416e-06 3.842212750408021e-05 -8.3256851778471012e-06
leaf_weight=26 61 181 45 45 347 164 114 50 39 26 38 160 27 189 26 301 126 107 123 39 28 27 45 31 127 27 103 185 94 35
leaf_count=26 61 181 45 45 347 164 114 50 39 26 38 160 27 189 26 301 126 107 123 39 28 27 45 31 127 27 103 185 94 35
internal_value=0.000362275 0.000544578 0.000720705 -0.000623931 -0.00109924 0.000548833 0.00070625 -0.00107368 -3.07691e-05 0.000552975 -2.45097e-05 0.00136905 0.0010268 -0.000977597 -0.00132701 0.000252033 0.000474725 0.000488372 -0.00185946 0.00212121 -0.000147059 -0.000141593 -0.00131868 0.00260274 0.00204167 -0.00170909 -0.00202048 0.00178323 0.00132064 0.000723982
internal_weight=2936 2479 2269 457 392 2088 1909 179 129 1764 805 325 959 480 210 481 454 161 184 65 135 328 90 145 287 319 292 478 314 220
internal_count=2936 2479 2269 457 392 2088 1909 179 129 1764 805 325 959 480 210 481 454 161 184 65 135 328 90 145 287 319 292 478 314 220
cat_boundaries=0 1 2 3 4 6 7 8 9 11 13
cat_threshold=1181728 144 33 216 83935234 32 83910722 256 4 0 2176 0 2048
is_linear=0
shrinkage=0.04


Tree=606
num_leaves=31
num_cat=10
split_feature=7 12 8 7 2 0 12 12 6 0 8 2 2 2 2 6 2 2 2 2 2 9 2 2 0 2 0 2 2 0
split_gain=1.07123 1.1547 0.70655 0.607161 0.587867 0.646685 0.471238 0.430131 0.364167 0.540327 0.472594 0.45002 0.767109 0.339564 0.315153 0.333272 0.306634 0.512047 0.348139 0.351937 0.294539 0.323205 0.472696 0.367359 0.342601 0.507962 0.284513 0.398853 0.260166 0.256363
threshold=0 1 2 3 12.500000000000002 42.710000000000008 4 5 6 24.500000000000004 7 14.500000000000002 28.500000000000004 29.500000000000004 8.5000000000000018 8 37.500000000000007 83.500000000000014 12.500000000000002 9.5000000000000018 147.50000000000003 9 35.500000000000007 29.500000000000004 44.07500000000001 13.500000000000002 39.07500000000001 57.500000000000007 14.500000000000002 37.750000000000007
decision_type=9 9 9 9 10 10 9 9 9 10 9 10 10 8 8 9 10 10 10 10 10 9 8 10 10 10 10 10 10 8
left_child=1 -1 -2 7 5 -3 8 13 10 -10 11 -5 -13 -4 -8 -16 18 26 19 -12 21 23 24 -11 25 -23 27 -18 29 -17
right_child=2 4 3 6 -6 -7 14 -9 9 20 16 12 -14 -15 15 28 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7637629387113831e-05 5.4779574595034525e-06 -0.00010921647476543518 -2.3336760864106645e-05 9.2172946671531775e-06 -2.2006328245577879e-06 -1.3187119041401471e-05 1.2199288714910691e-05 6.596856529883649e-06 -8.0982295267423702e-05 4.6273243440353443e-05 3.0519117644059129e-06 -1.627960415576631e-05 -1.6492950514798846e-06 3.425194069364974e-06 7.3522219358065358e-07 2.2206865118978849e-05 -2.3733473386743807e-06 4.0722319187320437e-06 1.4324806814386252e-06 -9.9542948076675137e-06 -5.1781238764084029e-05 -1.3885084130316822e-05 7.7550391155789343e-06 -1.6794961437688893e-06 4.8733523999232443e-06 -4.920622818531191e-05 7.3469026039228646e-08 -7.3675441087668017e-06 8.165468294820755e-06 -5.0980630785583404e-05
leaf_weight=108 229 66 40 26 110 37 151 219 31 89 192 27 57 69 466 31 44 89 199 47 27 106 88 31 41 65 43 27 141 41
leaf_count=108 229 66 40 26 110 37 151 219 31 89 192 27 57 69 466 31 44 89 199 47 27 106 88 31 41 65 43 27 141 41
internal_value=0.00047243 -0.0016747 0.000740008 0.000528774 -0.00333929 -0.00565385 0.000268599 0.0021003 -0.000229032 -0.00107975 0.00032021 -0.00198347 -0.00357647 -3.33332e-05 0.000998811 0.000641177 0.000742331 -0.000529412 0.00134852 0.000316667 -0.000741071 -0.000475059 -0.00115756 0.00122137 -0.00221596 -0.003 -0.00229565 -0.00383333 -0.000660714 -0.00263014
internal_weight=2937 321 2616 2387 213 103 2059 328 1229 478 751 110 84 109 830 679 641 203 438 239 447 420 300 120 212 171 114 71 213 72
internal_count=2937 321 2616 2387 213 103 2059 328 1229 478 751 110 84 109 830 679 641 203 438 239 447 420 300 120 212 171 114 71 213 72
cat_boundaries=0 18 20 49 66 68 70 71 92 93 95
cat_threshold=1 0 0 2560 524320 8258 0 541065216 33554432 0 8192 0 268435456 268435456 0 32 1073741824 384 1122368 32 0 0 0 0 0 0 0 0 0 0 0 4 0 1048576 0 0 0 0 0 10240 128 0 0 0 0 268435456 4 0 524288 268435458 16 33554432 8192 0 134217728 0 8192 65536 8208 32 0 16 0 0 0 16 67190882 34 83927040 32 282 268435456 4 0 0 0 0 0 2147483648 0 0 0 0 8192 0 0 0 0 0 33554432 0 256 456 0 24612
is_linear=0
shrinkage=0.04


Tree=607
num_leaves=31
num_cat=10
split_feature=7 8 7 2 1 2 0 6 9 2 3 2 2 2 15 1 7 2 0 2 8 0 2 0 9 2 2 2 8 2
split_gain=0.794957 0.711382 0.620852 0.581021 0.489727 0.454088 0.449404 0.464043 0.470406 0.560768 0.405342 0.307664 0.383848 0.307149 0.276705 0.304223 0.221348 0.268613 0.370967 0.196794 0.192712 0.177476 0.169333 0.159276 0.159163 0.420985 0.677165 0.268377 0.138296 0.163842
threshold=0 1 2 5.5000000000000009 5.5000000000000009 44.500000000000007 55.500000000000007 3 4 81.500000000000014 2019.5000000000002 74.500000000000014 155.00000000000003 12.500000000000002 5 4.5000000000000009 6 39.500000000000007 16.750000000000004 16.500000000000004 7 35.850000000000009 27.500000000000004 20.500000000000004 8 14.500000000000002 8.5000000000000018 29.500000000000004 9 38.500000000000007
decision_type=9 9 9 10 10 10 8 9 9 8 10 10 10 8 9 10 9 10 10 10 9 10 8 10 9 8 10 10 9 8
left_child=3 5 4 -1 -3 13 7 14 9 19 11 21 -13 -2 15 -4 17 20 -19 -9 -16 23 -22 -10 25 26 -23 -27 29 -18
right_child=1 2 6 -5 -6 -7 -8 8 10 -11 -12 12 -14 -15 16 -17 28 18 -20 -21 22 24 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00011127186093959339 -8.1835378992409936e-06 7.4684178841653531e-06 2.2948690511893321e-07 -1.6989681810134268e-06 -4.9221140655557819e-06 -0.00013248514220327246 -8.9670062638911314e-06 -4.8744536977141713e-05 -1.6792392739925188e-07 7.9571262996311036e-05 -3.2594783332455677e-05 -3.2501589056473059e-05 1.5787851117525206e-05 4.3804323712915349e-05 1.6707071335456831e-06 -6.4407794184102401e-05 -8.0914973072206604e-07 -3.1198798305712403e-07 8.7097437858927841e-07 -0.00028048239457987201 -3.57750514222842e-08 1.9644265935445421e-05 3.7986005193507169e-05 4.0782479145393707e-05 5.1412501760602273e-06 2.8128848077232171e-05 -6.2167314671047704e-06 -4.8882791920706207e-06 1.9154827870013007e-06 1.3516351322980011e-06
leaf_weight=36 31 367 100 82 64 34 28 41 29 33 28 49 78 36 113 35 72 67 88 32 123 32 47 70 296 36 38 31 763 57
leaf_count=36 31 367 100 82 64 34 28 41 29 33 28 49 78 36 113 35 72 67 88 32 123 32 47 70 296 36 38 31 763 57
internal_value=0.000539326 0.000675857 0.000802053 -0.00254264 0.002181 -0.00246429 0.000532869 0.000598495 -0.000184079 -0.00252991 0.000212035 0.000418182 -0.00134375 -0.000764706 0.00101626 -0.000684931 0.00119314 0.000427617 -0.000897436 -0.0047027 0.00116901 0.000840525 0.000220995 0.00236 0.000488479 -0.000621621 -0.0028169 0.00158824 0.00155925 0.000257143
internal_weight=2936 2818 2717 118 431 101 2286 2258 793 106 687 659 127 67 1465 135 1330 438 155 73 283 532 170 99 433 137 70 67 892 129
internal_count=2936 2818 2717 118 431 101 2286 2258 793 106 687 659 127 67 1465 135 1330 438 155 73 283 532 170 99 433 137 70 67 892 129
cat_boundaries=0 18 44 62 63 65 66 78 101 103 127
cat_threshold=0 0 0 524288 65568 2 0 4194304 0 0 8192 0 0 0 0 0 0 384 268435456 0 0 0 2147483648 0 0 0 1 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 49152 131074 16 1073741824 2107392 524290 64 0 268443648 33556480 8192 32 0 0 0 0 0 1073741840 32768 202 256 8368 136839168 0 0 605028352 0 0 0 131072 0 65536 0 0 128 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216 0 4100 16 2048 0 0 0 0 0 0 0 0 0 2048 8192 0 0 0 0 0 0 0 384 0 0 8
is_linear=0
shrinkage=0.04


Tree=608
num_leaves=31
num_cat=9
split_feature=7 8 11 6 3 12 0 2 12 2 0 2 1 2 12 2 2 2 2 2 2 12 2 12 3 0 2 2 3 1
split_gain=1.16748 0.602687 0.616421 0.510328 1.01623 0.819644 0.844069 0.58499 0.540576 0.534502 0.409745 0.542084 0.399407 0.372347 0.346716 0.32462 0.31701 0.299449 0.280989 0.276408 0.259524 0.25063 0.65679 0.24235 0.23902 0.228619 0.204427 0.433427 0.175145 0.160546
threshold=0 1 2 3 2005.5000000000002 4 42.960000000000008 23.500000000000004 5 25.500000000000004 37.750000000000007 20.500000000000004 5.5000000000000009 64.500000000000014 6 8.5000000000000018 42.500000000000007 6.5000000000000009 35.500000000000007 25.500000000000004 20.500000000000004 7 4.5000000000000009 8 2018.5000000000002 44.07500000000001 4.5000000000000009 10.500000000000002 2016.5000000000002 3.5000000000000004
decision_type=9 9 9 9 8 9 8 10 9 10 10 10 10 10 9 10 8 10 8 10 10 9 10 9 8 10 10 10 8 10
left_child=12 20 23 8 7 6 10 -5 25 21 11 -6 -1 29 17 -12 -14 -7 -16 -17 24 22 -10 -3 -2 28 -23 -28 -4 -11
right_child=1 2 3 4 5 14 -8 -9 9 13 15 -13 16 -15 18 19 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=9.6268192584414677e-06 0.0010666103103630336 4.7304741588150646e-06 5.056672345873355e-05 -4.9589467652502383e-06 -1.4821165882031758e-05 -4.6121167809547597e-05 3.8070540208904973e-05 -4.0451992287246331e-05 -4.987071281750444e-05 -1.0005366494840262e-05 -2.9785095033578555e-05 5.0771042180207846e-05 5.0154078008947807e-05 3.0225409725018178e-08 4.0585286072528346e-06 -5.4604433721651971e-05 -5.286441933249987e-05 1.4758362216909296e-06 1.4140323422751066e-05 -4.4310852184159049e-05 6.5328021029672411e-06 1.7944024688089805e-05 1.9278125728139515e-06 1.2077736871127613e-06 1.2100467939189069e-06 -5.4087078354856321e-06 -2.2834077345417101e-06 1.2713706040577e-06 5.1389438097998537e-07 -5.9577513495651543e-07
leaf_weight=313 34 106 48 35 44 104 48 65 39 34 35 32 41 105 107 48 26 276 66 41 139 114 63 102 171 35 38 90 364 148
leaf_count=313 34 106 48 35 44 104 48 65 39 34 35 32 41 105 107 48 26 276 66 41 139 114 63 102 171 35 38 90 364 148
internal_value=0.000523352 0.000206137 -4.18561e-05 -0.000263316 -0.000960526 -0.000493765 -0.00234749 -0.00475247 0.000323232 -0.000429906 -0.00358209 -0.00124675 0.00255754 -0.00170833 0.000375887 -0.004992 -0.00017647 -0.000306905 0.00180435 -0.00626667 0.00173521 0.000626087 -0.00099115 0.0019726 0.000873787 0.00137118 0.00129644 0.000248062 0.00166586 -0.00279781
internal_weight=2911 2531 2187 1979 901 801 248 100 1078 631 200 76 380 287 553 124 67 380 173 89 344 344 102 208 205 447 242 128 412 182
internal_count=2911 2531 2187 1979 901 801 248 100 1078 631 200 76 380 287 553 124 67 380 173 89 344 344 102 208 205 447 242 128 412 182
cat_boundaries=0 17 46 48 49 51 52 53 54 55
cat_threshold=131074 129 1073741824 2105344 0 64 0 8192 0 8192 32 256 0 0 0 0 1073745936 0 0 4 0 2147483648 0 0 2147483648 0 32768 0 133124 2048 1048576 0 0 0 0 0 2048 0 0 4194304 0 0 1342177280 4 0 524288 2147532800 2147484160 90 68184160 32 84025442 16941058 66816 26946
is_linear=0
shrinkage=0.04


Tree=609
num_leaves=31
num_cat=12
split_feature=7 7 3 0 12 1 7 3 0 11 12 9 7 5 7 11 0 0 0 0 4 1 4 0 0 6 15 0 3 1
split_gain=0.706569 0.536863 0.510432 0.356731 0.301837 0.419653 0.426923 0.374955 0.297652 0.283065 0.257866 0.302185 0.324705 0.219314 0.215428 0.346193 0.362591 0.227876 0.204749 0.341621 0.175011 0.155948 0.144791 0.142181 0.255736 0.127125 0.138417 0.339814 0.270383 0.125474
threshold=0 1 2009.5000000000002 55.500000000000007 2 2.5000000000000004 3 2013.5000000000002 37.750000000000007 4 5 6 7 1.5000000000000002 8 9 24.500000000000004 36.900000000000006 39.07500000000001 22.250000000000004 29000.000000000004 4.5000000000000009 2772799500.0000005 39.07500000000001 35.250000000000007 10 11 38.57500000000001 1995.5000000000002 5.5000000000000009
decision_type=9 9 8 8 9 10 9 8 10 9 9 9 9 8 9 9 10 8 10 10 10 10 10 10 10 9 9 10 10 10
left_child=29 2 -2 4 5 22 7 -7 -9 -8 18 12 -12 -6 -15 21 -17 -18 19 -11 -4 -16 23 24 -3 -14 27 -27 -29 -1
right_child=1 3 20 -5 13 6 9 8 -10 10 11 -13 25 14 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.7659604902557788e-06 -5.9798125146663539e-05 -8.1780750671769394e-05 -1.1420949267073324e-07 -2.5184612304111691e-05 -2.5278662922713933e-06 0.00010096643629950132 4.2292387632436314e-06 -2.9948646408396425e-08 -0.00010184515812123803 -5.0233442071318228e-08 2.1114730840350399e-06 1.6040358144569359e-05 6.8764882608128168e-07 6.0309869457646335e-06 2.7394055140090525e-06 -7.8782109876710754e-07 0.00014719573601101901 -1.507068882512501e-06 6.0352300319458872e-06 -9.4873292650813604e-06 -4.9540603890278986e-06 8.5775603257996328e-07 0.00099287204807516028 -3.1425981303385059e-05 0.00040614743057468359 2.2943220428157563e-05 1.9505866778993218e-06 -1.2419766373643717e-05 2.7909048027906389e-06 2.725832642565889e-06
leaf_weight=278 30 29 164 30 51 25 130 43 52 91 104 165 123 101 67 34 79 116 94 46 31 396 43 55 47 33 190 122 107 57
leaf_count=278 30 29 164 30 51 25 130 43 52 91 104 165 123 101 67 34 79 116 94 46 31 396 43 55 47 33 190 122 107 57
internal_value=0.000440355 0.000211575 -0.00161017 0.00039094 0.000448806 0.000103311 0.000346908 -0.00183206 -0.003125 0.000575658 0.000349908 0.000673684 0.000284058 0.00104795 0.00122418 0.000921764 -0.00035 0.000306123 -0.000809917 -0.00182609 -0.000918367 0.0015443 -0.00173714 -0.00239394 -0.00124675 -0.000102389 -0.000414687 -0.000996337 -0.00158261 0.00213873
internal_weight=2933 2598 225 2373 2343 1499 1325 120 95 1205 1075 844 679 844 793 692 229 195 231 137 195 463 174 131 76 575 452 262 229 335
internal_count=2933 2598 225 2373 2343 1499 1325 120 95 1205 1075 844 679 844 793 692 229 195 231 137 195 463 174 131 76 575 452 262 229 335
cat_boundaries=0 17 35 37 46 49 51 53 62 79 82 83 84
cat_threshold=131075 129 1073741824 8192 0 2 0 8192 0 8224 32 256 0 0 67108864 0 16 0 0 603979776 2048 0 8192 0 268435456 33554432 0 8192 0 8388608 268435456 0 0 128 256 36194 32 0 0 0 4 0 0 0 536870912 2048 49152 2147483648 524288 2048 32 256 22560 0 0 1048576 0 0 0 131072 0 65536 0 0 0 4 0 0 0 536870912 2048 0 32768 0 0 0 0 0 4096 32804 0 524288 72 67108864
is_linear=0
shrinkage=0.04


Tree=610
num_leaves=31
num_cat=13
split_feature=7 7 8 12 0 18 0 3 7 3 3 11 11 3 11 8 5 12 5 4 12 0 14 0 0 0 3 0 0 0
split_gain=1.1129 0.916306 0.653856 0.588575 0.639482 0.449518 0.347688 0.337485 0.442881 0.408637 0.513552 0.305348 0.292968 0.307574 0.263312 0.261509 0.394056 0.576226 0.224875 0.220403 0.299069 0.201971 0.19968 0.225126 0.196942 0.182286 0.168844 0.144949 0.135442 0.13303
threshold=0 1 2 3 52.740000000000002 4 15.500000000000002 2011.5000000000002 5 1994.5000000000002 1998.5000000000002 6 7 2005.5000000000002 8 9 1.5000000000000002 10 1.0000000180025095e-35 30474295000.000004 11 16.750000000000004 12 35.250000000000007 16.750000000000004 32.500000000000007 2008.5000000000002 18.500000000000004 47.250000000000007 39.07500000000001
decision_type=9 9 9 9 8 9 10 8 9 10 10 9 9 10 9 9 8 9 10 8 9 10 9 10 10 10 8 10 10 10
left_child=14 -2 -3 5 7 -4 -7 9 11 -5 -11 27 13 18 -1 19 -17 28 -8 -10 -21 -16 25 -24 -13 -19 -12 -9 -18 -25
right_child=1 2 3 4 -6 6 12 8 15 10 26 24 -14 -15 21 16 17 22 -20 20 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-5.4880495764272841e-07 1.3372128797003345e-05 8.5501280586580714e-06 -4.1260354500796991e-05 1.8098789846308839e-05 -8.2035028836848853e-06 -1.1550639450185325e-07 -1.5482316029559247e-05 6.9242206920469477e-07 2.6473114997213072e-05 -8.4568593099839078e-05 3.7553476661961108e-06 -1.0234582485911879e-06 2.4941951196645714e-06 0.0001534848814612931 -2.677682212899672e-08 -2.0633148413081732e-06 1.4149956542363675e-05 2.0370216418069651e-06 1.9844834081888555e-06 -1.5883798303596753e-07 1.2303038854653911e-06 -3.7217712224680721e-05 -2.0284732394843453e-05 0.0041722714464151409 -1.3184355183879284e-06 -2.474532441639847e-05 -4.1490244927576597e-05 6.7959864310025862e-06 -6.5367360685054387e-05 1.5629083848894989e-05
leaf_weight=126 258 242 38 49 30 65 59 153 81 30 102 33 122 25 31 64 388 51 31 103 216 75 42 70 145 127 33 54 25 52
leaf_count=126 258 242 38 49 30 65 59 153 81 30 102 33 122 25 31 64 388 51 31 103 216 75 42 70 145 127 33 54 25 52
internal_value=0.000492982 0.000723231 0.000475215 0.000251023 0.00053362 -0.00125356 -0.000765676 0.000633315 0.000832399 -0.000855814 -0.00180723 -0.000353535 -5.042e-05 -0.00142857 -0.002107 0.0012 0.000766265 0.00103175 -0.00263736 0.0020438 0.0016125 -0.00355556 -0.000203966 0.000777143 -0.00152381 -0.00110053 -0.000735294 0.000678899 0.00200943 0.00169106
internal_weight=2920 2688 2430 2188 1848 340 302 1818 1604 214 165 385 237 115 232 1219 819 755 90 400 319 106 342 164 178 178 135 207 413 122
internal_count=2920 2688 2430 2188 1848 340 302 1818 1604 214 165 385 237 115 232 1219 819 755 90 400 319 106 342 164 178 178 135 207 413 122
cat_boundaries=0 18 36 62 63 64 81 84 85 86 109 110 111 112
cat_threshold=0 268435456 67108864 2099200 0 2 0 0 0 0 8192 256 276824064 0 0 32 128 384 2 17 1107566592 512 0 0 0 8192 0 8192 32 0 0 0 0 0 4096 512 1073741840 2048 0 0 0 0 0 0 0 0 0 0 2048 1048576 268435456 0 0 0 4096 2048 0 0 4194304 8 0 32768 131168 4 131073 0 0 0 2 0 131072 268435456 65536 0 0 0 0 0 0 0 1073741824 32800 2147483648 524288 4 4 0 8 0 0 0 0 262144 0 0 0 0 131076 0 512 0 0 0 0 33554432 0 0 0 16777216 67224578 33794 8193
is_linear=0
shrinkage=0.04


Tree=611
num_leaves=31
num_cat=10
split_feature=7 7 8 0 9 12 12 6 5 2 3 4 2 2 4 2 3 0 6 12 2 2 2 2 2 2 11 2 2 2
split_gain=1.2502 0.859851 0.737549 0.597253 0.65411 0.775511 0.581456 0.525147 0.470206 0.463494 0.423733 0.450159 0.407616 0.315875 0.304488 0.54517 0.307794 0.302763 0.296624 0.439426 0.279826 0.327897 0.315213 0.279501 0.556135 0.662994 0.5419 0.367893 0.351445 0.30484
threshold=0 1 2 52.740000000000002 3 4 5 6 2.5000000000000004 30.500000000000004 1998.5000000000002 11633120000.000002 24.500000000000004 11.500000000000002 28.000000000000004 16.500000000000004 2018.5000000000002 43.675000000000004 7 8 12.500000000000002 8.5000000000000018 114.50000000000001 37.500000000000007 80.500000000000014 58.500000000000007 9 44.500000000000007 20.500000000000004 20.500000000000004
decision_type=9 9 9 8 9 9 9 9 8 8 8 10 10 10 10 10 8 10 9 9 10 8 10 10 10 10 9 10 8 8
left_child=-1 9 6 4 10 -6 12 -7 13 -2 -4 17 -3 -8 15 -9 -17 18 20 -20 21 -12 -22 26 25 27 29 -25 -28 -21
right_child=1 2 3 -5 5 7 8 14 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 23 22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=7.7780925746860125e-06 -1.9333376893583888e-07 2.6941728529215102e-06 -1.5283941546688261e-05 -3.403369850144631e-05 9.5017192351225797e-06 3.1345576819825842e-06 -1.9561585187370696e-05 6.0922413001511668e-07 6.4290224367255772e-06 -5.0138872349954487e-05 2.9030781898921186e-06 -8.1577106331987454e-05 -5.0640116328756965e-06 1.2141529588007655e-05 6.0283011727413852e-05 -3.6472094484038928e-06 -0.0002127275378011264 2.6544772825391768e-05 6.6475200929187982e-09 1.5802743599659716e-06 3.2051616873424394e-05 -9.909595564132085e-05 -8.109111981514405e-06 -3.8794481083654043e-07 7.6934117455629403e-07 -5.4104911965194988e-06 -2.9311760216789328e-05 2.5325772146181899e-06 -1.518306633996392e-05 -7.5509257811512168e-08
leaf_weight=349 56 59 61 28 315 109 48 113 391 50 77 30 59 55 50 40 72 70 337 56 125 49 36 29 53 40 68 35 54 57
leaf_count=349 56 59 61 28 315 109 48 113 391 50 77 30 59 55 50 40 72 70 337 56 125 49 36 29 53 40 68 35 54 57
internal_value=0.000445491 0.000139765 0.00029442 -9.60834e-05 -8.52409e-06 0.000952113 0.00148957 -0.000263291 0.00209109 -0.00321368 -0.000582491 -0.000408236 -0.000992248 -0.000269231 -0.00118881 -0.00185841 -0.00382301 -0.000272309 -0.000448377 -0.00087027 0.000630873 -0.000755905 0.00175309 -0.00176675 -0.00311392 -0.0048 -0.000932203 -0.00221538 -0.00264662 0.00106452
internal_weight=2971 2622 2516 1904 1876 699 612 384 494 106 1177 1116 118 103 275 225 112 1086 1016 729 287 126 161 392 157 104 235 64 122 113
internal_count=2971 2622 2516 1904 1876 699 612 384 494 106 1177 1116 118 103 275 225 112 1086 1016 729 287 126 161 392 157 104 235 64 122 113
cat_boundaries=0 17 34 63 65 67 68 69 70 71 74
cat_threshold=2 16 1074003968 2105344 0 0 33554432 536879104 0 8224 32 0 0 0 67108864 0 4112 147456 0 0 0 524288 2 0 0 0 0 8192 0 268435456 0 0 32 128 0 2048 0 0 2147549184 1 262144 2147483648 0 32768 0 2052 10240 1048576 0 0 0 0 4096 0 128 0 4194304 0 0 32768 68 0 524288 0 10256 1179970 2 67127360 24 326 67169376 32 0 524288
is_linear=0
shrinkage=0.04


Tree=612
num_leaves=31
num_cat=10
split_feature=9 0 2 11 12 5 6 9 15 12 12 1 4 6 0 2 2 2 0 0 14 2 0 2 2 2 2 4 1 4
split_gain=0.440866 0.467036 0.312553 0.292487 0.360937 0.328079 0.235668 0.456654 0.46568 0.45345 0.428797 0.553403 0.424907 0.413395 0.411632 0.364134 0.667884 0.408432 0.38181 0.465751 0.341308 0.365224 0.333597 0.264898 0.350789 0.302544 0.258293 0.25426 0.288178 0.316017
threshold=0 52.740000000000002 27.500000000000004 1 2 5.5000000000000009 3 4 5 6 7 1.0000000180025095e-35 107371.50000000001 8 39.07500000000001 60.500000000000007 19.500000000000004 9.5000000000000018 16.750000000000004 35.850000000000009 9 114.50000000000001 38.57500000000001 80.500000000000014 69.500000000000014 21.500000000000004 39.500000000000007 16000.000000000002 4.5000000000000009 13818465000.000002
decision_type=9 8 10 9 9 8 9 9 9 9 9 10 8 9 10 8 10 10 10 10 9 10 10 10 10 10 10 8 10 8
left_child=-1 3 -3 4 5 -2 -5 9 -9 22 11 -10 -13 15 -15 16 17 -14 26 -20 21 23 -8 24 25 -12 -18 -24 -29 -30
right_child=1 2 -4 6 -6 -7 7 8 10 -11 20 12 13 14 -16 -17 18 -19 19 -21 -22 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=7.7994771537984328e-06 -1.9121558108288807e-05 -1.4551115834012387e-05 4.2806538959931975e-06 3.8232892916469851e-05 8.0917588733879398e-06 2.9289982239724945e-06 8.3829256491566071e-06 2.7008096284132388e-06 -0.00025076481758577003 8.3387336063660779e-06 -1.5783344068154292e-07 1.7916214780920289e-05 -1.2142115587027322e-06 -2.0949735269965388e-05 -8.8103743702526754e-06 5.3155229955784382e-07 -2.5320472134723131e-08 2.4649590683237325e-06 1.8889862613616412e-06 -4.1241391322726244e-05 1.3023736207813386e-05 -6.2345936496697741e-06 1.3841056552441148e-05 4.3151620404096863e-06 -1.8629420989106502e-06 7.6923386302269286e-07 -4.1996526157881719e-07 9.4395931078991826e-05 -0.00029767020903471428 -2.2981222206280737e-07
leaf_weight=116 25 40 25 572 146 76 56 162 47 178 275 29 76 47 75 93 32 49 49 32 109 56 38 30 29 183 39 46 25 172
leaf_count=116 25 40 25 572 146 76 56 162 47 178 275 29 76 47 75 93 32 49 49 32 109 56 38 30 29 183 39 46 25 172
internal_value=0.000706284 0.00059674 -0.00272727 0.000678559 0.00196899 3.57144e-05 0.000540239 0.000324046 -5.05972e-05 0.0013308 -0.000317208 -0.00111917 -0.000758621 -0.00103854 -0.00294737 -0.00031496 -0.00105036 0.00111111 -0.00282353 -0.000926829 0.000357864 -4.79451e-05 0.000425287 0.000285714 5.73772e-05 0.000331155 -0.00494444 -0.000127659 -0.000606557 -0.00127273
internal_weight=2927 2811 65 2746 247 101 2499 1927 1412 515 1250 568 521 492 122 370 277 125 152 81 682 573 337 517 487 458 71 281 243 197
internal_count=2927 2811 65 2746 247 101 2499 1927 1412 515 1250 568 521 492 122 370 277 125 152 81 682 573 337 517 487 458 71 281 243 197
cat_boundaries=0 1 3 5 6 8 9 10 12 13 14
cat_threshold=1073873537 2147532801 1572864 16875552 32 84 0 28816 144703488 1215586 1074496 34 10 8192
is_linear=0
shrinkage=0.04


Tree=613
num_leaves=31
num_cat=10
split_feature=7 8 7 9 0 4 12 4 6 12 2 2 12 0 2 2 0 11 0 2 3 3 2 2 12 3 5 2 2 2
split_gain=0.917773 0.678753 0.56942 0.51663 0.393187 0.474708 0.410463 0.313059 0.294483 0.579035 0.500216 0.349955 0.327783 0.32574 0.319846 0.273897 0.934716 0.269405 0.318071 0.249815 0.265648 0.244249 0.313191 0.226593 0.20294 0.198889 0.340741 0.198058 0.474109 0.186207
threshold=0 1 2 3 6.5000000000000009 481.00000000000006 4 4350.0000000000009 5 6 38.500000000000007 19.500000000000004 7 48.175000000000004 24.500000000000004 3.5000000000000004 35.600000000000009 8 36.900000000000006 26.500000000000004 2011.5000000000002 1997.5000000000002 8.5000000000000018 51.500000000000007 9 2000.5000000000002 4.5000000000000009 13.500000000000002 6.5000000000000009 5.5000000000000009
decision_type=9 9 9 9 10 8 9 10 9 9 8 8 9 10 8 10 10 9 10 10 8 10 10 10 9 10 8 10 10 10
left_child=3 -2 -3 21 -4 -6 15 -5 11 10 25 12 -8 17 -13 16 -7 18 -11 -20 -21 22 -1 -22 -16 26 -10 28 -28 -19
right_child=1 2 4 7 5 6 8 -9 9 13 -12 14 -14 -15 24 -17 -18 29 19 20 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.4359992303195014e-05 1.8141219085345038e-05 8.5263515244250718e-06 -3.4672873712416685e-06 6.3253366329234736e-06 2.0832609212882215e-05 -3.5912330604290361e-05 4.3166580867307636e-06 -3.0208519615473966e-06 -1.0359529812403343e-06 -1.5731365309540267e-05 6.0748836616325642e-06 -8.3296424517845487e-08 4.5618049642331379e-08 -8.4473242770192373e-06 -3.9020797711450225e-07 1.0999887242658485e-06 0.0015328536871242662 5.9788277477954531e-08 5.3165955235606926e-06 -5.7845309457479559e-05 -3.3461093780322358e-05 -4.0569995688575484e-05 -1.0684892364309307e-06 4.0572478747592158e-05 6.2348155282768432e-07 -2.2237862483240396e-05 -6.2028269911432963e-05 -3.5264200759142519e-05 9.7383466594660274e-05 1.8560508249852935e-05
leaf_weight=26 286 259 35 85 93 25 124 25 41 28 105 43 125 30 124 345 38 98 221 45 40 27 47 30 279 48 28 46 30 170
leaf_count=26 286 259 35 85 93 25 124 25 41 28 105 43 125 30 124 345 38 98 221 45 40 27 47 30 279 48 28 46 30 170
internal_value=0.000496777 0.00069312 0.000471353 -0.00199095 0.000256131 0.000326379 0.000199613 1.35465e-10 -8.40335e-05 -0.00053553 -0.00196764 0.000538244 0.001744 0.000130758 -0.000125279 0.00131742 -0.0010625 0.000328594 -0.000384 -4.74776e-05 -0.00155172 -0.00396396 -0.00308108 1.46913e-10 0.000227723 -0.00323711 -0.0039726 -0.00518095 -0.00352542 0.00126165
internal_weight=2946 2736 2450 210 2191 2156 2063 110 1655 960 298 695 249 662 446 408 63 632 364 336 115 100 73 70 403 193 145 104 58 268
internal_count=2946 2736 2450 210 2191 2156 2063 110 1655 960 298 695 249 662 446 408 63 632 364 336 115 100 73 70 403 193 145 104 58 268
cat_boundaries=0 18 47 64 66 68 69 71 73 75 76
cat_threshold=268435456 0 537919488 512 524288 8194 0 0 33554432 268435456 8192 256 0 0 0 32 0 256 0 0 0 0 0 0 0 0 0 0 0 133124 2048 1048576 0 4096 0 0 0 8192 0 0 0 0 0 268435456 0 0 524288 3 128 1073741824 2629632 0 134217728 0 8192 0 134225920 0 0 0 0 0 0 16 0 10256 85065760 2 88 32832 32 16706 32 36 1024 82176
is_linear=0
shrinkage=0.04


Tree=614
num_leaves=31
num_cat=10
split_feature=8 2 12 8 2 2 1 9 5 8 18 0 2 0 0 11 0 2 11 0 1 2 2 2 2 6 6 1 2 2
split_gain=0.633524 0.542316 0.484203 0.531034 0.431641 0.397923 0.380579 0.61837 0.37789 0.377452 0.351178 0.580475 0.272058 0.259435 0.383076 0.322248 1.05327 0.373526 0.306003 0.446376 1.06286 0.44293 0.376667 0.321754 0.292588 0.218719 0.211342 0.285011 0.196866 0.175912
threshold=0 48.500000000000007 1 2 20.500000000000004 85.500000000000014 4.5000000000000009 3 1.5000000000000002 4 5 44.07500000000001 81.500000000000014 27.750000000000004 32.500000000000007 6 20.500000000000004 84.500000000000014 7 40.250000000000007 5.5000000000000009 17.500000000000004 30.500000000000004 99.000000000000014 41.500000000000007 8 9 5.5000000000000009 30.500000000000004 9.5000000000000018
decision_type=9 10 9 9 10 10 10 9 8 9 9 10 8 10 10 9 8 10 9 10 10 10 10 10 10 9 9 10 8 10
left_child=1 4 6 -4 29 -3 -2 9 -9 -8 11 12 -5 15 -15 17 28 24 19 -16 -21 -20 -23 -24 -12 -10 27 -11 -17 -1
right_child=2 5 3 10 -6 -7 7 8 25 26 13 -13 -14 14 18 16 -18 -19 21 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.0904803098586671e-07 3.9707534615197087e-06 -3.6880775387295515e-06 1.3832554230459878e-05 -8.4346421095242343e-05 3.1249037371187266e-05 -4.9802577572291668e-06 1.0016647598167246e-05 -4.243263839389515e-05 -6.602029707216178e-06 3.2891741909679693e-07 9.7882347028368739e-08 2.4565575027889325e-05 -2.2595772109470485e-05 2.325169150076853e-05 5.9917714407865401e-06 3.6650900993230432e-06 -1.0614269233777801e-05 9.761673157352724e-06 2.2136920373901674e-06 1.0414518591379977e-05 -0.00026228194439715635 -3.2170570915091507e-05 0.00013171129271275501 -8.0770577739431993e-06 -2.7277994181661524e-07 3.2485535112541346e-06 5.1231242826620646e-06 -1.0449343878640355e-05 -3.9271608878868744e-06 -3.3826559692847743e-05
leaf_weight=68 218 25 151 32 31 45 103 44 118 339 160 37 45 47 350 37 30 33 125 49 25 52 29 47 56 135 367 76 38 43
leaf_count=68 218 25 151 32 31 45 103 44 118 339 160 37 45 47 350 37 30 33 125 49 25 52 29 47 56 135 367 76 38 43
internal_value=0.000480379 -0.00157848 0.000643428 9.74891e-05 -0.000223776 -0.00450704 0.0011623 0.000885883 -0.000688312 0.00140625 -0.000192851 -0.00229565 -0.00425641 2.96572e-05 0.000463448 -0.000856338 -0.00258621 -1.53845e-05 0.000218289 0.000864368 -0.00192 -0.000863636 -0.00254264 -0.000727273 -0.000626728 -0.000110236 0.00106936 0.000422535 -0.000263158 -0.00139286
internal_weight=2955 212 2743 1343 142 70 1400 1182 297 885 1192 114 77 1078 724 354 105 249 677 424 74 253 128 76 216 253 782 415 75 111
internal_count=2955 212 2743 1343 142 70 1400 1182 297 885 1192 114 77 1078 724 354 105 249 677 424 74 253 128 76 216 253 782 415 75 111
cat_boundaries=0 29 30 60 62 85 86 88 90 91 92
cat_threshold=1073741840 1048576 0 0 2147483648 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 33554432 2048 2147483648 0 0 0 0 0 64 0 524288 16868610 0 2048 0 0 0 0 0 0 0 0 0 133120 8192 1048576 0 4096 0 0 0 8192 0 0 0 0 0 0 0 0 0 4096 1 14496 0 12 0 0 0 0 0 0 0 0 0 131076 2048 0 0 0 0 0 0 0 0 0 4194304 4 32 2147483648 32772 512 262 92
is_linear=0
shrinkage=0.04


Tree=615
num_leaves=31
num_cat=11
split_feature=7 8 8 12 0 12 9 9 14 2 2 12 1 0 0 2 2 2 2 12 12 2 2 0 0 1 2 2 0 2
split_gain=1.47384 0.899794 0.580531 0.573839 0.566072 0.528925 0.408544 0.392412 0.377013 0.429004 0.376711 0.311482 0.284206 0.292321 0.373978 0.283289 0.28939 0.279139 0.255776 0.240684 0.22439 0.222214 0.221651 0.212475 0.190404 0.173766 0.150826 0.141019 0.186445 0.328363
threshold=0 1 2 3 39.07500000000001 4 5 6 7 6.5000000000000009 3.5000000000000004 8 5.5000000000000009 43.675000000000004 40.675000000000004 70.500000000000014 30.500000000000004 88.500000000000014 1.5000000000000002 9 10 106.50000000000001 31.500000000000004 39.07500000000001 28.500000000000004 5.5000000000000009 15.500000000000002 1.5000000000000002 21.500000000000004 15.500000000000002
decision_type=9 9 9 9 10 9 9 9 9 10 8 9 10 10 10 8 10 8 10 9 9 8 10 10 10 10 10 8 10 10
left_child=20 3 11 -2 -5 6 23 18 10 -10 -8 24 13 14 27 16 -6 19 -7 22 25 -15 -12 -4 -3 -1 -14 -9 -29 -30
right_child=1 2 5 4 15 7 8 12 9 -11 17 -13 26 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=5.9076086189992453e-06 1.171560432031891e-06 -1.5647011705587233e-06 2.9901910758800627e-06 -2.6645757700064671e-05 -2.5976470775870327e-06 -2.7748041802195687e-05 2.1580689781279329e-05 2.0721173098187823e-06 -2.7467459041047293e-05 3.6662400598065391e-06 -1.5178241211846602e-06 6.0116545724211993e-06 1.0537611414098354e-05 1.4687483142019359e-05 -4.447051104947858e-05 -1.1328279256852003e-05 4.3681410746595112e-06 -1.4490268640519537e-05 7.89555392251139e-06 -6.2185037058572855e-06 1.2904176697308412e-05 -0.00015938963358581024 6.1213663800671904e-07 2.0222757699263828e-06 5.0007281610504224e-06 -3.7977021588187549e-05 4.0664984376702345e-07 -2.2894406409362065e-07 -1.4781109966525082e-06 5.548528716235381e-06
leaf_weight=118 112 38 38 53 119 31 27 30 68 79 96 276 66 67 33 35 39 47 195 145 277 35 29 62 72 29 73 182 251 237
leaf_count=118 112 38 38 53 119 31 27 30 68 79 96 276 66 67 33 35 39 47 195 145 277 35 29 62 72 29 73 182 251 237
internal_value=0.000552703 0.000180676 0.000488117 -0.0016477 -0.00270817 0.0001798 -0.000790698 0.000660611 -0.00126693 0.00043038 -0.0019831 0.00187406 0.000300508 2.39236e-05 -0.000256131 -0.00179381 -0.0010566 -0.00242767 0.00212658 -0.00191882 0.00270345 0.00201942 -0.000441176 0.00144144 1.35465e-10 0.00118987 0.00197143 -5.70612e-05 -0.000178837 0.000229039
internal_weight=2959 2535 2177 358 246 1791 591 1200 491 147 344 386 974 835 733 193 158 317 226 270 424 102 125 100 110 147 139 700 670 488
internal_count=2959 2535 2177 358 246 1791 591 1200 491 147 344 386 974 835 733 193 158 317 226 270 424 102 125 100 110 147 139 700 670 488
cat_boundaries=0 18 47 70 72 74 76 78 79 80 81 83
cat_threshold=268435459 128 0 532992 0 64 0 268443648 2048 134225920 32 0 0 0 67108864 0 1073741840 512 1342177280 0 0 134217728 3221225472 1 262144 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 2147483904 0 0 0 0 16384 64 0 524288 0 8 0 0 0 0 0 0 0 32768 0 133124 8192 1048576 0 0 0 0 0 10240 128 0 4194304 67111008 32 43264 32 1 20512 1073741825 16388 8193 68225088 33024 1051712 32
is_linear=0
shrinkage=0.04


Tree=616
num_leaves=31
num_cat=9
split_feature=8 11 9 2 1 8 2 2 2 9 8 2 2 2 5 4 4 3 2 6 4 4 4 2 6 3 2 2 14 2
split_gain=0.632392 0.412904 0.485933 0.608286 0.39787 0.404242 0.351519 0.224088 0.223124 0.218933 0.200447 0.216431 0.197905 0.175336 0.170847 0.195887 0.17619 0.169661 0.162578 0.161702 0.245367 0.189524 0.336782 0.450479 0.289932 0.719023 0.402096 0.244102 0.187129 0.189125
threshold=0 1 2 7.5000000000000009 4.5000000000000009 3 12.500000000000002 11.500000000000002 108.50000000000001 4 5 298.50000000000006 50.500000000000007 89.500000000000014 1.5000000000000002 19000.000000000004 8.0000000000000018 2009.5000000000002 14.500000000000002 6 215.00000000000003 3215.5000000000005 2560040000.0000005 11.500000000000002 7 2004.5000000000002 62.500000000000007 19.500000000000004 8 7.5000000000000009
decision_type=9 9 9 8 8 9 8 10 10 9 9 8 10 10 8 8 10 10 8 9 8 8 8 8 9 8 10 8 9 10
left_child=6 -2 13 9 -5 7 -1 -6 -9 -4 11 -7 -8 14 15 -3 -16 -11 -17 20 -12 -21 -23 -24 25 -25 27 -26 -22 -30
right_child=1 2 3 4 5 10 12 8 -10 17 19 -13 -14 -15 16 18 -18 -19 -20 21 28 22 23 24 26 -27 -28 -29 29 -31
leaf_value=-2.4155909205978343e-05 2.6665113707890677e-06 -9.8167793094375484e-07 2.106456325080175e-05 1.3696649411712677e-06 -1.1213267189683275e-05 0.0025108995276175452 3.6839391588086598e-06 -6.9386702686720659e-07 -6.4356773554563629e-06 1.8273375436559717e-06 -1.9041545839856838e-06 1.0156521798654627e-05 -0.00019500880581660372 1.9471202984148462e-05 5.4374924190958474e-06 -7.4850851597440662e-08 1.6882107834717059e-05 -9.2749605418552069e-06 1.8825523137973835e-05 0.0020635861602465062 1.4327747024367455e-08 -0.00018413620784542829 4.291505326199243e-05 -2.5317994523612574e-05 -9.1481135513293363e-05 4.5562368016127077e-06 -9.4508122190338736e-05 2.433875429647363e-06 2.4600086412054848e-05 0.00012137069065437349
leaf_weight=31 268 39 100 126 25 42 46 159 33 232 26 77 25 52 187 50 59 36 26 27 654 25 45 27 33 184 29 75 60 80
leaf_count=31 268 39 100 126 25 42 46 159 33 232 26 77 25 52 187 50 59 36 26 27 654 25 45 27 33 184 29 75 60 80
internal_value=0.000539076 0.000654467 0.000489083 0.000237417 -7.63887e-05 -0.000247191 -0.00240708 -0.00180702 -0.00140933 0.00171274 1.14697e-05 0.00150769 -0.00105556 0.00172642 0.00144751 0.000172414 0.00204049 0.000974911 0.00135065 -0.000141066 0.000192539 -0.000745614 -0.000973747 -0.000680203 -0.00116905 -0.000162162 -0.00251351 -0.00154128 0.000322013 0.0015894
internal_weight=2878 2776 2508 2095 1727 1601 102 217 192 368 1384 119 71 413 361 115 246 268 76 1265 820 445 418 393 348 211 137 108 794 140
internal_count=2878 2776 2508 2095 1727 1601 102 217 192 368 1384 119 71 413 361 115 246 268 76 1265 820 445 418 393 348 211 137 108 794 140
cat_boundaries=0 27 30 32 58 60 76 77 78 79
cat_threshold=268435456 0 0 0 2147483648 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 2214641664 1048608 4097 1073873153 4128 0 12 0 0 0 1 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 384 0 0 0 0 16384 0 16388 0 2048 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 270 128 8208
is_linear=0
shrinkage=0.04


Tree=617
num_leaves=31
num_cat=13
split_feature=0 11 11 4 10 6 1 1 12 4 5 11 0 5 0 6 0 12 1 1 6 0 12 4 15 12 3 3 3 18
split_gain=0.572221 0.590805 0.287803 0.188591 0.374829 0.35685 0.662162 0.317322 0.279974 0.314304 0.239105 0.225477 0.2477 0.208782 0.179287 0.25207 0.36101 0.177102 0.166861 0.162904 0.205424 0.516809 0.281856 0.240114 0.193184 0.258355 0.151168 0.150451 0.122457 0.118626
threshold=6.5000000000000009 0 1 2331015000.0000005 2 3 2.5000000000000004 4.5000000000000009 4 1800.0000000000002 1.5000000000000002 5 40.250000000000007 4.5000000000000009 42.710000000000008 6 27.750000000000004 7 4.5000000000000009 6.5000000000000009 8 35.600000000000009 9 1800.0000000000002 10 11 2004.5000000000002 1989.5000000000002 1975.5000000000002 12
decision_type=10 9 9 10 9 9 10 10 9 10 8 9 10 8 10 9 10 9 10 8 9 10 9 8 9 9 10 10 10 9
left_child=-1 18 -3 4 8 6 -6 -5 9 10 -4 13 19 -10 15 -12 -17 -18 -2 20 21 -13 -22 -24 25 -25 -23 -20 -15 -7
right_child=1 2 3 7 5 29 -8 -9 11 -11 14 12 -14 28 -16 16 17 -19 27 -21 22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.6501037384339114e-06 -8.1673898801498264e-05 1.8238250676828221e-06 2.7129265761095477e-05 0.00075987646111487332 0.0014437536180341155 -6.0909927938924602e-05 -8.2455934935392122e-05 5.9412129219180479e-07 8.9924461395611122e-06 -9.4241084122289864e-07 1.0561214317376432e-06 -8.2998073926978939e-05 -4.4356959364498662e-06 -2.6286456966294212e-06 2.7606636250148873e-05 -1.9677535546924605e-05 -4.9929250853102118e-06 3.8024682835926633e-06 3.8161998424656386e-06 -2.7497494572838136e-05 1.9583341471621804e-06 2.0600008414215155e-05 -6.14102426792938e-06 -1.3024442377763913e-06 1.3302469645049035e-06 3.2434539398319543e-07 0.0015004703154394877 -3.6501100468275316e-05 -8.0729917998656321e-06 1.3446096304230439e-05
leaf_weight=38 31 172 54 67 44 29 76 59 31 29 465 25 208 52 60 36 102 121 49 60 155 259 32 148 117 211 84 25 35 80
leaf_count=38 31 172 54 67 44 29 76 59 31 29 465 25 208 52 60 36 102 121 49 60 155 259 32 148 117 211 84 25 35 80
internal_value=0.000506261 0.000570449 0.000681786 0.000572076 0.000498011 -0.00101667 -0.00244275 0.00207874 0.000651852 0.0012164 0.00137306 0.00029972 0.000454962 -0.00130233 0.00119236 0.00101517 -1.48147e-05 0.000589286 -0.00224138 0.000699634 0.00081783 0.00156201 0.000373887 -9.24854e-05 0.000134172 -0.000335135 0.00201163 -0.00138667 -0.00240909 0.000633333
internal_weight=2954 2916 2811 2639 2513 229 120 126 2284 867 838 1417 1299 118 784 724 259 223 105 1091 1031 368 663 508 476 359 343 74 87 109
internal_count=2954 2916 2811 2639 2513 229 120 126 2284 867 838 1417 1299 118 784 724 259 223 105 1091 1031 368 663 508 476 359 343 74 87 109
cat_boundaries=0 3 6 7 8 10 12 13 14 15 16 17 19 20
cat_threshold=67108867 66048 1 2147516416 2147491840 4096 288 28 68297792 32 16384 1024 74 8256 212 33024 2214592512 2050 2 4
is_linear=0
shrinkage=0.04


Tree=618
num_leaves=31
num_cat=15
split_feature=8 8 0 9 6 0 9 0 4 12 6 3 0 6 12 0 4 13 13 4 3 12 0 14 12 13 3 0 0 0
split_gain=0.912609 0.551921 0.382866 0.348093 0.346473 0.405844 0.420852 0.573778 0.841051 0.525497 0.319404 0.333088 0.277815 0.258051 0.252094 0.250962 0.239365 0.226028 0.18877 0.184348 0.16531 0.163996 0.272218 0.153292 0.187703 0.320878 0.324239 0.170619 0.253528 0.165082
threshold=0 1 6.5000000000000009 2 3 52.740000000000002 4 43.675000000000004 3146480000.0000005 5 6 2001.5000000000002 40.250000000000007 7 8 40.250000000000007 3841755000.0000005 9 10 4.0000000000000009 2019.5000000000002 11 23.500000000000004 12 13 14 1971.5000000000002 14.500000000000002 38.20000000000001 24.500000000000004
decision_type=9 9 10 9 9 10 9 10 10 9 9 10 10 9 9 10 8 9 9 10 8 9 10 9 9 9 10 10 10 10
left_child=3 -2 -3 -1 14 6 13 8 9 12 23 -12 17 -6 18 -10 -9 20 -4 -15 -8 22 -19 24 -11 26 29 -25 -29 -26
right_child=1 2 4 -5 5 -7 7 16 15 10 11 -13 -14 19 -16 -17 -18 21 -20 -21 -22 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=1.4252648287707013e-05 -5.0277220872245844e-06 -4.4365906956085323e-07 1.8837638730479512e-06 7.169357683106828e-07 5.0668786779549587e-06 -2.2097365848323111e-05 4.5033790557077803e-05 -5.6302839638741046e-05 -5.6866020858098601e-05 8.2423804132022453e-07 -4.5101894967544966e-05 -0.00010309407920081203 -1.5073109174248405e-05 -5.1963441159547236e-06 -5.47003762954325e-08 -3.435324008917793e-05 0.00014714595121053956 -2.8490219116043444e-08 7.2942803500949302e-06 0.0006035075496229603 -1.5950595150077941e-08 1.2619639188224545e-05 4.9778885529989292e-05 1.7305934530753576e-06 -2.5170687616299264e-08 -7.9240846619247821e-07 1.8212596007825912e-05 -1.2416914195893087e-05 0.00012110144391918085 -1.3694324373410869e-05
leaf_weight=248 100 36 138 111 165 34 33 32 25 124 152 48 29 104 179 26 140 41 272 34 175 119 86 43 157 137 28 36 53 40
leaf_count=248 100 36 138 111 165 34 33 32 25 124 152 48 29 104 179 26 140 41 272 34 175 119 86 43 157 137 28 36 53 40
internal_value=0.000509165 0.000240277 0.000362035 0.00236757 0.000424317 0.00015171 0.000234136 -4.16937e-05 -0.00031929 -0.000119816 -0.000733414 -0.00208531 0.00091498 0.00156688 0.00126 -0.00530769 0.00212717 0.00117802 0.00180523 0.000214765 0.000146119 0.00196109 0.000782609 -0.00026709 -0.000595573 -0.00105094 -8.47456e-05 0.000895105 -4.44443e-05 -0.000666667
internal_weight=2945 2586 2486 359 2450 1861 1827 1524 1352 1301 818 200 483 303 589 51 172 454 410 138 208 246 127 618 486 362 225 132 89 197
internal_count=2945 2586 2486 359 2450 1861 1827 1524 1352 1301 818 200 483 303 589 51 172 454 410 138 208 246 127 618 486 362 225 132 89 197
cat_boundaries=0 23 52 54 55 57 59 60 61 62 63 64 66 67 68 69
cat_threshold=0 2 0 0 2147491840 0 0 0 0 0 0 131076 10240 1024 0 0 0 0 4096 8192 0 524288 4194304 268435456 0 0 0 1073741824 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 16384 0 0 128 0 6144 258 131072 16388 17997888 2 200 12 237922 2 4 17825856 2 139264 67108866 2
is_linear=0
shrinkage=0.04


Tree=619
num_leaves=31
num_cat=10
split_feature=7 8 12 8 2 9 4 12 7 2 2 12 2 0 2 5 4 0 11 13 2 4 2 2 2 2 2 2 2 0
split_gain=1.33014 0.658796 0.497663 0.694776 0.706178 0.58824 0.521212 0.478352 0.42647 0.399253 0.457949 0.387062 0.396052 0.389764 0.631213 0.324279 0.318299 0.306434 0.294717 0.294107 0.35014 0.291913 0.210518 0.233295 0.209515 0.209197 0.182662 0.1823 0.648737 0.201214
threshold=0 1 2 3 28.500000000000004 4 3146480000.0000005 5 6 74.500000000000014 131.00000000000003 7 90.500000000000014 32.500000000000007 47.500000000000007 2.5000000000000004 18214475000.000004 42.960000000000008 8 9 13.500000000000002 5368.5000000000009 9.5000000000000018 19.500000000000004 27.500000000000004 12.500000000000002 94.500000000000014 34.500000000000007 49.500000000000007 15.500000000000002
decision_type=9 9 9 9 8 9 10 9 9 10 10 9 8 10 10 10 8 8 9 9 8 8 10 10 10 8 10 10 10 8
left_child=7 25 9 4 -4 6 11 -1 -9 21 -11 18 13 27 22 26 -6 -8 -5 -10 -21 -3 -15 -24 -22 -2 -7 29 -29 -13
right_child=1 2 3 5 16 15 17 8 19 10 -12 12 -14 14 -16 -17 -18 -19 -20 20 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=5.0096403818015186e-06 5.4219879492377462e-06 3.7830676917724567e-05 -2.3432027471131569e-05 -2.7350611375709378e-08 -9.054388843658773e-05 2.0707471119764382e-05 -7.6138326930057525e-05 0.00020793733147974911 9.0413252618086227e-07 -7.5178677770852157e-06 -0.00035551176037270206 4.2431231123746138e-07 6.3370559708492344e-06 -2.0122965736629292e-07 -3.379411314418526e-05 -1.5951688195518264e-06 4.0828150237332494e-06 1.9098552496527206e-07 2.4201416843371538e-06 9.5060073969034956e-06 -2.2532036820335755e-05 -2.2987965684557183e-06 -3.1840847105885309e-05 -9.3278781229740177e-06 -1.9037614009594522e-08 5.0490602046153243e-06 -1.767089574059168e-05 -3.7730657702163709e-07 1.2906691379777885e-06 5.4080452948375046e-06
leaf_weight=353 115 30 43 142 28 305 29 103 198 29 25 70 107 80 30 32 70 25 214 25 39 358 50 70 40 212 33 27 38 30
leaf_count=353 115 30 43 142 28 305 29 103 198 29 25 70 107 80 30 32 70 25 214 25 39 358 50 70 40 212 33 27 38 30
internal_value=0.000379533 -0.000123468 -0.000415778 -4.74197e-05 -0.00260526 0.000253674 -0.000294691 0.00181014 0.000817308 -0.00157174 -0.0048 -5.58788e-05 -0.000764132 -0.00136364 -0.00242424 0.0015748 -0.000888889 -0.00407273 0.00093733 2.55592e-05 -0.0016 -0.00115167 -0.00159204 -0.00264463 -0.00305 0.00150296 0.0019823 0.000120482 -0.00151515 0.00118812
internal_weight=2950 2192 1865 1423 141 1282 912 758 405 442 54 858 502 395 230 370 98 54 356 302 104 388 200 120 79 327 338 165 65 100
internal_count=2950 2192 1865 1423 141 1282 912 758 405 442 54 858 502 395 230 370 98 54 356 302 104 388 200 120 79 327 338 165 65 100
cat_boundaries=0 17 41 42 69 71 72 89 91 92 93
cat_threshold=268566530 145 1073741824 532480 0 134217728 131072 536879104 2048 134225936 32768 2097152 16 0 0 0 1073741840 0 2060 4 0 65536 0 0 0 0 32768 0 4 10240 1048576 268435456 0 0 0 0 8192 0 0 4194304 8 1146880 0 0 0 0 0 1 0 2147483648 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 0 0 0 16384 64 0 26640 1255458 0 17 0 0 0 0 0 536870912 0 0 0 0 16 0 0 0 1073741840 67249216 32 32 10
is_linear=0
shrinkage=0.04


Tree=620
num_leaves=31
num_cat=9
split_feature=7 8 7 12 3 2 18 2 2 2 7 2 2 0 8 2 2 3 3 11 2 2 2 0 0 2 12 0 2 2
split_gain=1.61437 1.16066 0.699929 0.823553 0.661904 0.671952 0.785392 0.574438 0.561651 0.57551 0.504759 0.373313 0.341658 0.332301 0.314449 0.299732 0.244719 0.239153 0.314857 0.206927 0.238709 0.712358 0.509614 0.521923 0.333127 0.229869 0.272949 0.406664 0.200482 0.200087
threshold=0 1 2 3 2018.5000000000002 365.00000000000006 4 1550.0000000000002 28.500000000000004 37.500000000000007 5 17.500000000000004 70.500000000000014 35.250000000000007 6 47.500000000000007 75.500000000000014 2015.5000000000002 2010.5000000000002 7 20.500000000000004 27.500000000000004 9.5000000000000018 35.850000000000009 16.750000000000004 104.50000000000001 8 16.750000000000004 42.500000000000007 23.500000000000004
decision_type=9 9 9 9 8 8 9 8 8 10 9 8 10 10 9 10 8 8 10 9 8 8 10 10 10 10 9 10 10 10
left_child=8 -2 7 4 -4 6 -6 -3 -1 -10 11 -5 15 -14 -12 29 -13 18 -16 -19 22 -22 23 24 -21 26 -23 28 -28 -8
right_child=1 2 3 10 5 -7 12 -9 9 -11 14 16 13 -15 17 -17 -18 19 -20 20 21 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.2079502971190295e-07 5.1373127637524979e-06 8.2208177701708474e-06 1.7327067177174951e-05 9.6153380525160002e-06 -6.291682557603106e-05 4.0196351041726103e-05 -1.2802323465323889e-06 -3.1719533252793728e-05 -2.8139674611460359e-05 -5.4667549683865274e-06 5.4695089609358911e-06 -5.7581111209981509e-06 -2.5500618363594185e-08 -7.5284160033547279e-05 5.1077441139889246e-07 6.6690102312994939e-07 -5.8956610198690487e-07 2.9798318617321169e-06 -4.3603517841512295e-05 -5.7931703789835981e-06 -1.5427833630764638e-05 4.0433024942387876e-07 9.4926655267473476e-06 -7.6806826386354674e-05 1.9454477288088911e-05 2.1460016045597954e-05 -1.9295193320174897e-07 8.5399611621659518e-08 -4.7214390928892202e-07 -1.4189142465718241e-07
leaf_weight=41 371 284 89 60 27 50 237 54 25 45 125 74 28 30 147 37 96 428 33 28 31 118 90 46 42 40 29 122 31 77
leaf_count=41 371 284 89 60 27 50 237 54 25 45 125 74 28 30 147 37 96 428 33 28 31 118 90 46 42 40 29 122 31 77
internal_value=0.000279292 0.000471252 0.000150974 -0.000122295 -0.00139932 -0.00200411 -0.00250801 0.00181089 -0.00422951 -0.00676056 0.000361058 -0.0013278 -0.00205854 -0.00488136 0.000666162 -0.00157955 -0.00233918 0.000451505 -0.000883978 0.000695825 0.000183674 -0.000419355 0.00127536 -0.000478632 0.00169014 0.000117302 -0.000265781 -0.00120207 -0.00393443 -0.00198095
internal_weight=2935 2824 2453 2115 575 486 436 338 111 70 1540 230 409 58 1310 351 170 1185 180 1005 577 371 206 116 70 340 300 182 60 314
internal_count=2935 2824 2453 2115 575 486 436 338 111 70 1540 230 409 58 1310 351 170 1185 180 1005 577 371 206 116 70 340 300 182 60 314
cat_boundaries=0 18 47 64 65 66 84 110 112 114
cat_threshold=16384 16 0 512 0 2 0 4194304 0 0 8192 0 8388608 0 67108864 0 0 256 1073741824 0 0 0 2147483648 1 0 0 0 32768 0 4 8256 1048576 268435456 0 0 0 0 10240 128 0 0 0 0 16384 4 0 524288 0 128 1074798592 2621440 32 134217728 33554432 8192 33554432 134225952 32 0 16 0 0 0 16 182304 4 1 1 0 0 0 0 0 0 67584 0 0 128 0 0 0 0 128 128 0 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 4096 0 0 0 0 0 0 4194304 0 0 32768 32772 2147483648 73728 32
is_linear=0
shrinkage=0.04


Tree=621
num_leaves=31
num_cat=12
split_feature=7 8 12 12 2 12 2 12 9 4 12 9 2 2 16 2 2 5 2 3 2 6 2 6 2 1 2 2 2 2
split_gain=1.03812 0.817403 1.1638 0.644553 0.586057 0.557464 0.483365 0.470859 0.419784 0.521784 0.412289 0.381413 0.503453 0.439295 0.430778 0.421551 0.39274 0.361896 0.358926 0.282851 0.68851 0.311696 0.281343 0.279487 0.390062 0.33083 0.263528 0.287368 0.258273 0.254121
threshold=0 1 2 3 1550.0000000000002 4 70.500000000000014 5 6 22.000000000000004 7 8 19.500000000000004 61.500000000000007 9 37.500000000000007 35.500000000000007 1.5000000000000002 38.500000000000007 2002.5000000000002 28.500000000000004 10 5.5000000000000009 11 10.500000000000002 5.5000000000000009 1.5000000000000002 18.500000000000004 10.500000000000002 14.500000000000002
decision_type=9 9 9 9 8 9 10 9 9 10 9 9 10 10 1 10 10 8 8 10 10 9 10 9 8 8 10 10 10 8
left_child=3 2 6 -1 7 23 18 -4 17 10 22 12 -9 16 15 28 -14 -7 -2 21 -21 -12 -10 -3 -25 -26 -19 -28 -13 -11
right_child=1 5 4 -5 -6 8 -8 11 9 29 19 14 13 -15 -16 -17 -18 26 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-5.4206278984127723e-06 -3.4529484752446822e-06 1.2009253619453468e-05 5.8726807970358856e-07 1.6099012445463025e-05 -6.8151732314668289e-05 -3.9383867857324303e-06 -2.9115388181138166e-06 1.4285361440379354e-06 -0.00015474320090108583 -3.173399254812474e-05 2.9377740818103678e-06 -1.4350044243131506e-05 -8.7442592668747305e-09 4.0756274641244182e-07 1.7165904968354263e-06 -6.0325170308591966e-05 -3.0202126526698318e-07 -3.6256084145109473e-05 3.8910662310181193e-07 6.0159638625326901e-05 -6.1404026853279823e-05 7.8057726002333648e-07 -8.0696481424290079e-07 8.7812486706075171e-06 8.6969405754818474e-06 -0.00010917967123054296 0.00013654740723275955 4.498749214877725e-06 7.7813102518280369e-07 -7.4263537882453723e-05
leaf_weight=109 62 305 304 386 65 48 30 98 29 39 129 25 86 79 38 29 90 28 32 81 43 250 110 34 77 27 128 100 38 41
leaf_count=109 62 305 304 386 65 48 30 98 29 39 129 25 86 79 38 29 90 28 32 81 43 250 110 34 77 27 128 100 38 41
internal_value=0.000367222 2.44301e-05 -0.000867274 0.00201581 -0.000315179 0.000618919 -0.00432593 -1.52283e-05 0.000100289 -0.000425648 -4.97666e-05 -0.000785425 -7.69229e-05 -0.00101562 -0.00255319 -0.00421505 -0.00212429 0.00132064 -0.0032 0.000490273 -0.001152 0.00104211 -0.00189333 0.00178855 0.000214765 -0.000990476 0.00196109 0.00241048 -0.0023125 -0.00345679
internal_weight=2940 2445 976 495 852 1469 124 787 1026 722 642 483 353 255 130 92 176 304 94 503 124 379 139 443 138 104 256 228 63 80
internal_count=2940 2445 976 495 852 1469 124 787 1026 722 642 483 353 255 130 92 176 304 94 503 124 379 139 443 138 104 256 228 63 80
cat_boundaries=0 18 47 49 51 53 54 56 57 59 60 61 62
cat_threshold=268435456 0 1075060736 8320 524288 134217728 0 0 33556480 134225920 32 448 268435456 0 0 0 4112 512 1342177280 12 0 0 0 0 262144 2147483648 0 0 0 0 0 512 0 4096 0 0 4096 0 2147483904 0 16777216 8 0 0 0 0 524288 1179680 2 16448 32 68289824 32 73730 1073741824 12324 34816 1 2048 2 12 30
is_linear=0
shrinkage=0.04


Tree=622
num_leaves=31
num_cat=13
split_feature=7 7 4 9 15 7 7 9 0 2 13 5 0 6 15 0 6 2 2 2 3 0 2 7 2 2 2 13 3 4
split_gain=1.11961 0.881337 0.613227 0.441332 0.393986 0.575543 0.395305 0.513566 0.394027 0.356854 0.529705 0.426959 0.32025 0.311961 0.338031 0.306147 0.304316 0.538783 0.320177 0.306002 0.289915 0.346686 0.226321 0.208159 0.384377 0.361414 0.354846 0.213642 0.227155 0.196909
threshold=0 1 7650.0000000000009 2 3 4 5 6 47.750000000000007 19.500000000000004 7 2.5000000000000004 43.675000000000004 8 9 42.250000000000007 10 16.500000000000004 28.500000000000004 4.5000000000000009 1988.5000000000002 39.07500000000001 26.500000000000004 11 10.500000000000002 7.5000000000000009 79.500000000000014 12 2002.5000000000002 10347970000.000002
decision_type=9 9 10 9 9 9 9 9 10 10 9 8 10 9 9 10 9 8 10 10 10 10 10 9 10 10 10 9 8 8
left_child=12 2 20 -3 5 -5 15 16 13 10 11 -9 -1 -7 -15 -6 17 19 -18 -8 21 -2 -11 24 -16 -25 -26 28 -27 -24
right_child=1 3 -4 4 6 8 7 9 -10 22 -12 -13 -14 14 23 -17 18 -19 -20 -21 -22 -23 29 25 26 27 -28 -29 -30 -31
leaf_value=7.8756093182511989e-05 3.9066927431842558e-06 6.8748427900085824e-06 -1.6321545037731187e-05 7.0583020514596015e-05 6.7197207308902603e-07 1.2434463868088257e-05 5.5453767214506863e-05 -4.6286158279348355e-07 -1.0039588661725069e-05 -1.5308550721964539e-05 -6.1598192636438284e-05 6.228855202662498e-06 -2.8288085927780152e-06 6.3875756606334922e-07 -4.151053268032187e-05 1.9396787112421558e-05 1.0001906753126855e-06 7.3672619281526223e-06 -9.1845407040551044e-05 -1.3919001910766282e-06 -2.0475385723822331e-05 -6.4036286178074756e-06 5.1820531478936353e-07 7.906289166079887e-06 1.1400705805294865e-08 2.8480234938600721e-05 -1.1766753116652504e-06 1.037298309301232e-07 -1.8530915936393343e-06 -2.5568520456451919e-05
leaf_weight=181 31 176 28 100 180 267 26 32 35 31 142 138 37 111 34 44 90 108 32 52 25 33 33 148 114 34 34 342 189 147
leaf_count=181 31 176 28 100 180 267 26 32 35 31 142 138 37 111 34 44 90 108 32 52 25 33 33 148 114 34 34 342 189 147
internal_value=0.000247395 2.31299e-05 -0.00321875 0.000179623 3.71869e-05 0.000473573 -0.00054409 -0.000945368 0.000236543 -0.00170037 -0.000869009 0.000662984 0.0029345 0.000354788 2.3599e-05 0.000919149 0.000351097 0.0013401 -0.00114286 -0.00111392 -0.00182222 -0.000369231 -0.003 -0.000242825 -0.00140933 7.18233e-05 -0.000590604 -0.000388692 -0.00131624 -0.00243094
internal_weight=2974 2756 117 2639 2463 1408 1055 831 1308 523 312 170 218 1273 1006 224 308 186 122 78 89 64 211 895 182 713 148 565 223 180
internal_count=2974 2756 117 2639 2463 1408 1055 831 1308 523 312 170 218 1273 1006 224 308 186 122 78 89 64 211 895 182 713 148 565 223 180
cat_boundaries=0 17 34 36 37 49 67 69 70 71 72 73 81 82
cat_threshold=0 268435488 1074012160 0 0 8192 0 8192 0 134217728 0 0 0 0 0 0 1073745936 0 16 0 0 524288 64 0 0 33554432 0 8192 0 0 0 67108864 0 128 1073873409 128 77594624 131072 0 0 2048 0 0 0 0 2048 0 0 256 268435457 128 1048576 4 0 0 0 131072 0 32 32 0 0 268435456 0 0 0 128 0 20512 10 18 10485760 276 0 0 1048576 4 0 0 0 131072 4
is_linear=0
shrinkage=0.04


Tree=623
num_leaves=31
num_cat=9
split_feature=7 8 7 6 9 2 9 0 2 2 3 15 11 8 5 0 3 3 3 2 2 2 2 2 2 0 1 2 2 2
split_gain=1.44091 0.966271 0.791064 0.608224 0.681017 0.751599 0.46402 0.39734 0.383076 0.378571 0.415143 0.394043 0.377012 0.605677 0.364024 0.452623 0.359744 0.328955 0.502183 0.34285 0.32188 0.671929 0.316188 0.305553 0.297038 0.396447 0.296634 0.701712 0.295119 0.271256
threshold=0 1 2 3 4 43.500000000000007 5 40.250000000000007 725.00000000000011 220.50000000000003 1998.5000000000002 6 7 8 1.5000000000000002 45.425000000000004 2004.5000000000002 2011.5000000000002 2018.5000000000002 24.500000000000004 23.500000000000004 13.500000000000002 77.500000000000014 59.500000000000007 12.500000000000002 40.675000000000004 4.5000000000000009 26.500000000000004 44.500000000000007 28480.000000000004
decision_type=9 9 9 9 9 8 9 10 10 10 10 9 9 9 10 8 8 10 10 10 10 8 10 10 8 10 10 8 10 8
left_child=7 24 29 6 5 -5 -4 26 9 10 11 23 22 -14 15 -13 -15 19 -19 -12 21 -18 -8 -6 25 -2 -1 -28 -29 -3
right_child=1 2 3 4 8 -7 12 -9 -10 -11 17 14 13 16 -16 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=9.2943643387405189e-06 2.4932264248394089e-05 1.8403165289573982e-06 3.7009357039258284e-05 -6.8507298521987877e-05 3.5701841404794501e-05 -1.6271451485285363e-05 2.5751433544798697e-07 -2.2405887498332745e-05 -9.307539637489093e-05 2.6569811363575778e-05 -0.00036397117503183407 -4.121423598435886e-06 -1.7698709548409803e-05 -1.2495605033350857e-05 3.0248792333794513e-06 -8.3330160232520913e-05 1.9334831181639963e-06 2.500880667409955e-05 -6.7825335071284419e-06 -1.4398351206082393e-05 3.3337191060927044e-06 -3.7527094014931902e-05 -4.4156543186097056e-07 -7.8880847240590721e-06 7.7208525788270554e-06 -3.2308673220490636e-05 -1.6200050199793069e-06 -4.1620985827943975e-05 -1.1331761164177979e-06 -1.0167507798900743e-05
leaf_weight=58 127 479 170 63 110 38 414 31 30 28 25 182 100 34 94 25 120 41 38 32 159 83 67 25 203 26 67 25 34 32
leaf_count=58 127 479 170 63 110 38 414 31 30 28 25 182 100 34 94 25 120 41 38 32 159 83 67 25 203 26 67 25 34 32
internal_value=-2.70177e-05 0.000224964 -6.83332e-05 -0.000448915 -0.00134232 -0.00425 0.000127807 -0.00309734 -0.000811232 -0.000599002 -0.000823735 -0.000219679 -0.000214575 -0.000978304 -0.00101282 -0.00198077 -0.000235872 -0.00274453 -0.00105 -0.00503448 0.000132232 -0.000921568 0.000577236 0.00150685 0.00213624 0.000857143 -0.00250811 -0.00359055 -0.00673333 0.00131034
internal_weight=2960 2745 2389 1878 731 101 1147 215 630 600 572 436 977 496 301 207 396 136 79 57 362 203 481 135 356 153 184 126 59 511
internal_count=2960 2745 2389 1878 731 101 1147 215 630 600 572 436 977 496 301 207 396 136 79 57 362 203 481 135 356 153 184 126 59 511
cat_boundaries=0 18 45 63 64 66 68 69 72 93
cat_threshold=131072 268435472 0 0 0 66 0 536870912 0 0 8192 128 0 0 67108864 32 128 128 16 0 4 0 0 0 0 0 1 32768 0 4 2048 1048576 0 0 0 0 0 10240 0 0 4194304 8 0 268468224 68 268435458 0 68165632 524288 0 134217728 33554432 8192 67584 134225952 32 2097152 144 0 0 0 16 256 154 0 8244 131072 4132 67108864 32800 2147483648 524288 0 0 0 0 0 0 0 0 0 0 0 0 8192 512 0 4096 0 0 0 0 256
is_linear=0
shrinkage=0.04


Tree=624
num_leaves=31
num_cat=14
split_feature=7 8 12 13 2 7 12 2 2 11 12 18 4 6 12 2 4 7 2 2 2 2 2 2 2 2 2 12 2 9
split_gain=0.818052 0.618475 0.535474 0.727276 0.741 0.511943 0.426527 0.497125 0.653612 0.407606 0.559548 0.643902 0.634604 0.296842 0.563702 0.487313 0.482354 0.291214 0.358325 0.261794 0.373215 0.256315 0.88678 0.312553 0.245075 0.224963 0.201538 0.194984 0.190181 0.189236
threshold=0 1 2 3 103.50000000000001 4 5 20.500000000000004 41.500000000000007 6 7 8 11633120000.000002 9 10 7.5000000000000009 199.50000000000003 11 8.5000000000000018 62.500000000000007 19.500000000000004 44.500000000000007 32.500000000000007 4.5000000000000009 3.5000000000000004 12.500000000000002 10.500000000000002 12 163.00000000000003 13
decision_type=9 9 9 9 8 9 9 8 10 9 9 9 8 9 9 10 10 9 8 10 8 8 10 10 10 10 8 9 8 9
left_child=2 -2 17 4 -4 28 -5 -8 -9 26 11 12 -11 15 24 -13 19 18 -1 20 -16 22 23 -19 -15 -20 -7 -28 -3 -17
right_child=1 5 3 6 -6 9 7 8 -10 10 -12 13 -14 14 16 29 -18 21 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.2951273402745109e-05 4.5057095399814807e-06 0.00016855106917790886 8.6506439135965875e-07 -2.6356464507911478e-06 -2.5832860224557048e-06 -1.5259176381270589e-07 -5.227339655986504e-06 -1.1885074849828925e-05 -2.3505037684031266e-06 4.7709351896575647e-05 1.1170761948187017e-06 2.0392160793519491e-05 -0.0002581724157923195 -0.0004623504230707806 -3.914908750901236e-05 2.1925153174317955e-06 0.00052684078379138563 -6.409497778073594e-06 -4.4024814097554098e-06 -9.4260304929857198e-05 3.7604050275962161e-06 7.0096459485438079e-07 -6.5892469787141179e-07 2.190110878895888e-06 5.7154457673494347e-05 -2.4151647576485538e-05 2.1394865071758326e-05 1.0381549371115345e-06 2.0688762240069753e-06 -4.5346656093686859e-07
leaf_weight=26 137 94 129 105 29 52 40 29 43 37 505 146 37 27 141 114 30 33 28 31 65 90 38 122 81 52 111 145 34 381
leaf_count=26 137 94 129 105 29 52 40 29 43 37 505 146 37 27 141 114 30 33 28 31 65 90 38 122 81 52 111 145 34 381
internal_value=0.000261848 0.000657182 -0.000856774 -0.0019171 0.000189349 0.000472086 -0.00338596 -0.00513821 -0.00756164 0.000298851 3.736e-05 -0.000472298 -0.00405333 -0.000212389 -0.00108808 0.000312884 -0.00205755 0.00019 -0.00150427 -0.0027395 -0.0022029 0.000857143 6.18558e-05 0.00141026 0.00127731 -0.00296296 0.00160502 0.00211673 0.00282014 -0.000282258
internal_weight=2932 2168 764 375 158 2031 217 112 72 1903 1595 1090 74 1016 375 641 267 389 106 237 206 283 193 155 108 80 308 256 128 495
internal_count=2932 2168 764 375 158 2031 217 112 72 1903 1595 1090 74 1016 375 641 267 389 106 237 206 283 193 155 108 80 308 256 128 495
cat_boundaries=0 17 46 47 48 66 68 71 73 74 75 76 88 90 92
cat_threshold=131075 17 101711872 2361344 524288 66 0 805437440 0 32 8224 384 0 0 67108864 0 1073741952 0 0 0 0 0 0 0 0 1 0 0 2048 0 1048576 0 0 0 0 0 8192 0 0 4194304 0 0 0 64 0 524288 68167010 12 268435456 0 1073741824 8192 2 134217728 0 0 0 134217728 32768 0 0 0 0 0 0 128 32768 32 67141632 2147484672 524288 106594 32 4 456 8288 0 0 1048576 2097152 0 0 0 536870912 0 32 8192 128 43104 32 0 4100
is_linear=0
shrinkage=0.04


Tree=625
num_leaves=31
num_cat=10
split_feature=8 11 8 3 4 3 12 0 0 3 6 12 1 0 6 2 12 0 3 2 2 12 1 12 2 0 2 2 2 2
split_gain=0.986258 0.54312 0.783963 0.8632 0.597607 0.354059 0.33435 0.329948 0.321454 0.878589 0.422911 0.327784 0.347014 0.335114 0.392994 0.688262 0.263215 0.823184 0.385284 0.254386 0.406237 0.253276 0.248703 0.243712 0.222904 0.293481 0.39157 0.389113 0.486416 0.257409
threshold=0 1 2 2003.5000000000002 10347970000.000002 2014.5000000000002 3 38.57500000000001 40.250000000000007 2014.5000000000002 4 5 5.5000000000000009 9.5000000000000018 6 6.5000000000000009 7 36.400000000000006 2009.5000000000002 7.5000000000000009 14.500000000000002 8 4.5000000000000009 9 111.00000000000001 36.400000000000006 37.500000000000007 6.5000000000000009 10.500000000000002 24.500000000000004
decision_type=9 9 9 8 10 10 9 10 8 8 9 9 10 10 9 8 9 10 8 8 10 9 10 9 8 8 10 10 10 10
left_child=5 7 3 -3 6 -1 -5 -2 10 -10 21 12 24 -13 23 -16 18 -18 -17 -8 -21 -4 -11 -15 25 26 -12 -27 -29 -30
right_child=1 2 8 4 -6 -7 19 -9 9 22 11 13 -14 14 15 16 17 -19 -20 20 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=5.088549304883722e-06 3.677399968574332e-06 -1.7189374178496318e-05 2.0547546938055045e-05 2.0375069258233563e-06 -6.7949454400739227e-05 -1.3884345386423907e-06 3.7911514647532337e-05 1.8750530236670839e-05 -1.0097063583510486e-05 -1.7036302397618404e-05 1.5728062267159467e-06 -9.4279905151226578e-06 -9.8371063609961556e-07 1.7420187346549968e-06 -8.0566719686506002e-05 -7.2030813984874756e-05 1.0061324604181443e-05 -7.9305129256993632e-05 9.171517175026504e-06 -1.8924354186404188e-05 -1.2717310534389906e-06 2.3532760137272409e-05 4.5137869590058383e-06 -4.3720424849349165e-08 2.4749850165793176e-05 0.00026942766884713255 1.0544332310481313e-09 -3.6039851621948361e-05 1.0695474232160271e-05 -2.6172630772580203e-06
leaf_weight=288 75 33 143 103 35 27 34 233 31 25 168 45 122 194 43 35 51 60 87 82 114 261 165 134 64 37 125 26 40 43
leaf_count=288 75 33 143 103 35 27 34 233 31 25 168 45 122 194 43 35 51 60 87 82 114 261 165 134 64 37 125 26 40 43
internal_value=0.000318742 5.80376e-05 -0.000155777 -0.00173786 -0.00121409 0.00239264 -0.000682635 0.00160502 0.000186388 -0.00124324 0.000376415 1.24515e-05 0.000660377 -0.000612121 -0.000370248 -0.00144948 -0.000632478 -0.00193443 0.000661654 -0.00149378 -0.00211167 0.00148434 -0.000209424 0.000566372 0.00113492 0.000809091 0.00153742 -0.000653061 -0.00185455 -0.000333333
internal_weight=2923 2608 2300 401 368 315 333 308 1899 221 1678 1274 625 649 604 276 233 111 122 230 196 404 190 328 503 439 293 146 109 83
internal_count=2923 2608 2300 401 368 315 333 308 1899 221 1678 1274 625 649 604 276 233 111 122 230 196 404 190 328 503 439 293 146 109 83
cat_boundaries=0 29 32 58 60 61 63 64 65 66 68
cat_threshold=16 0 4 0 65536 0 0 0 0 0 0 4 2112 0 0 0 0 0 0 10240 0 0 4194304 8 0 0 0 0 524288 16384 2147483648 524288 1073741824 0 0 134217728 0 0 262144 2147483648 1 0 0 131072 8192 512 0 4096 0 0 33554432 0 2147483648 0 0 0 0 16384 68158528 32 194 1140032 2 24 32770 98592 16777250 32
is_linear=0
shrinkage=0.04


Tree=626
num_leaves=31
num_cat=7
split_feature=12 3 4 2 9 2 1 4 14 2 2 6 2 2 2 4 4 1 2 3 11 2 2 2 12 2 2 4 4 18
split_gain=0.647006 0.474231 0.463078 0.416051 0.3476 0.342704 0.320099 0.309387 0.355132 0.305561 0.298947 0.288446 0.800333 0.47376 0.273064 0.255928 0.239737 0.205086 0.235864 0.362525 0.186767 0.235191 0.291272 0.199928 0.186597 0.265899 0.182406 0.180514 0.244735 0.280736
threshold=0 2020.5000000000002 14831265000.000002 6.5000000000000009 1 14.500000000000002 5.5000000000000009 10438345000.000002 2 1.5000000000000002 99.000000000000014 3 4.5000000000000009 5.5000000000000009 25.500000000000004 5157000000.000001 1317685000.0000002 5.5000000000000009 92.500000000000014 2004.5000000000002 4 62.500000000000007 839.50000000000011 199.50000000000003 5 57.500000000000007 147.50000000000003 1300.0000000000002 9736.0000000000018 6
decision_type=9 8 10 10 9 8 10 8 9 10 10 9 10 8 10 8 10 10 10 10 9 10 10 10 9 10 10 10 10 9
left_child=2 3 9 -2 5 6 -3 -7 10 -1 24 12 -6 -13 -14 27 -15 18 19 -5 -17 -22 23 -23 -9 -26 -12 -11 -29 -30
right_child=1 4 -4 17 11 7 -8 8 -10 15 26 13 14 16 -16 20 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-3.8185274985170318e-06 -9.444586496492333e-05 4.7838969072693107e-06 -2.3305125046299725e-05 -2.8235896433318492e-05 0.00014866852379552786 -7.5690639262568853e-05 -5.0906277979828488e-08 -2.5757811092843385e-07 2.9837599841697431e-06 6.060508552191196e-06 -1.3579160368725656e-06 -1.1089348664407997e-05 -7.9553285362530367e-06 1.6815750912064701e-06 -0.00012718942164617744 7.4870753406290844e-07 -3.2315835983444143e-05 6.2556989931280944e-06 5.6463601769923993e-06 -9.3721024876731361e-06 2.1050687517807511e-06 5.6522917241751454e-06 0.00016837541173683743 -7.7113430804659373e-06 1.1021899136313531e-06 -2.9909268664407396e-08 -1.5203855877552385e-06 -2.1692742371007641e-06 -2.2276809447140071e-05 1.21852094060569e-05
leaf_weight=199 30 126 36 39 39 37 28 111 115 96 30 51 54 239 25 929 28 41 36 68 239 49 29 26 82 26 26 48 29 45
leaf_count=199 30 126 36 39 39 37 28 111 115 96 30 51 54 239 25 929 28 41 36 68 239 49 29 26 82 26 26 48 29 45
internal_value=0.000251607 -0.000447665 0.000748848 -0.00215814 -9.03731e-05 0.000547297 0.00216774 -2.80372e-05 0.000306906 0.000849704 -0.00048951 -0.000930649 -0.00254264 -0.000267477 -0.00505 0.00104628 0.000402985 -0.00142703 -0.00213889 -0.00307407 0.00126316 0.0020678 0.000533333 -0.000789474 0.000163637 0.00127731 -0.00308772 -0.000219178 -0.00123577 0.000213333
internal_weight=2956 1231 1725 214 1017 581 154 427 390 1689 275 436 118 318 79 1490 267 184 143 107 1272 343 104 75 219 108 56 218 122 74
internal_count=2956 1231 1725 214 1017 581 154 427 390 1689 275 436 118 318 79 1490 267 184 143 107 1272 343 104 75 219 108 56 218 122 74
cat_boundaries=0 1 3 4 5 8 10 11
cat_threshold=1269858 0 2064 8192 82 49188 0 1 33792 32 4
is_linear=0
shrinkage=0.04


Tree=627
num_leaves=31
num_cat=16
split_feature=8 12 7 12 17 4 8 12 4 0 8 12 6 9 5 0 0 5 0 18 12 0 6 0 0 13 6 0 0 0
split_gain=1.46205 0.900662 0.675176 0.420639 0.475884 0.743668 0.573129 0.589099 0.593587 0.397905 0.395879 0.37761 0.316762 0.347858 0.238614 0.244701 0.249595 0.221844 0.484023 0.219413 0.234494 0.208001 0.178255 0.299105 0.154807 0.151105 0.338311 0.150204 0.135825 0.135141
threshold=0 1 2 3 4 16000.000000000002 5 6 9736.0000000000018 14.500000000000002 7 8 9 10 1.0000000180025095e-35 16.750000000000004 32.500000000000007 7.0000000000000009 40.250000000000007 11 12 40.675000000000004 13 15.500000000000002 32.500000000000007 14 15 40.250000000000007 38.57500000000001 42.250000000000007
decision_type=9 9 9 9 9 10 9 9 8 10 9 9 9 9 10 10 10 8 8 9 9 8 9 10 10 9 9 10 10 10
left_child=1 -1 11 21 5 17 -6 8 -8 -9 28 14 13 19 15 -2 -17 -5 -19 -11 -21 22 23 -4 -12 -10 29 -18 -3 -27
right_child=2 10 3 4 6 -7 7 9 25 12 24 -13 -14 -15 -16 16 27 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.7307203249763127e-06 1.1106960616419788e-06 5.9931929640890519e-07 2.075170726814734e-08 1.9434745575916453e-05 3.4287625488565208e-06 -0.00032856407945089155 -4.8682897546766279e-05 1.9448963666986132e-06 1.6115459817519883e-05 -9.5300687499930641e-05 -1.2773674045396923e-06 2.8246891432504142e-06 -0.00012341932861296382 1.8925596229904824e-06 3.5234069357464022e-05 -5.1766832597726883e-07 9.8046885635296815e-06 -5.7931110565033364e-05 6.8181961456686648e-05 -4.2518450448410144e-07 4.6486603366702186e-09 1.9450897231842396e-05 1.690727878969306e-06 5.1687531978575589e-06 -3.5523341088794435e-05 1.1290425603819957e-06 -1.3494419993085463e-06 -2.4224111541513907e-05 -1.1468980991858629e-06 6.0637278702567286e-06
leaf_weight=113 52 30 98 35 132 25 56 37 212 26 73 389 112 112 29 51 85 45 33 123 107 44 169 181 125 128 127 25 149 37
leaf_count=113 52 30 98 35 132 25 56 37 212 26 73 389 112 112 29 51 85 45 33 123 107 44 169 181 125 128 127 25 149 37
internal_value=0.000297197 -0.00167665 0.000693269 0.000300541 -6.77465e-05 -0.00220134 0.000193443 -0.000121323 0.000770578 -0.00108333 -0.00260825 0.00181308 -0.00141372 -0.000759894 0.000505929 5.60749e-05 -0.000716049 -0.000947368 -0.00212658 -0.00155805 -0.00121212 0.00128827 0.00105123 0.00164138 -0.00386603 0.0012198 0.000554456 0.00036036 -0.00107368 0.00170455
internal_weight=2960 490 2470 1839 1347 138 1209 1077 560 517 377 631 480 368 242 213 161 113 78 256 230 492 448 279 198 504 292 110 179 165
internal_count=2960 490 2470 1839 1347 138 1209 1077 560 517 377 631 480 368 242 213 161 113 78 256 230 492 448 279 198 504 292 110 179 165
cat_boundaries=0 30 31 48 50 51 72 73 93 95 96 98 99 100 101 102 103
cat_threshold=0 2056 0 134217728 1073741824 1 262144 0 0 0 0 133120 64 0 0 0 0 0 33554432 2048 128 0 0 8 0 49152 0 0 0 4096 1048928 131074 1 67108864 516 2 0 0 8192 33622016 671088688 32 0 0 0 0 0 1073745936 83902496 34 48 0 0 0 0 0 0 0 0 0 32768 0 4 10240 0 0 0 0 0 0 0 256 65602 0 2056 0 0 0 1 262144 0 0 0 0 0 0 0 0 0 0 0 0 2048 1075264 32 396 0 10288 4 1051904 280 12 200
is_linear=0
shrinkage=0.04


Tree=628
num_leaves=31
num_cat=13
split_feature=12 0 10 11 0 0 13 12 1 0 3 3 13 4 17 3 17 11 4 0 15 3 9 9 3 1 12 0 0 0
split_gain=0.346511 0.612221 0.606644 0.345444 0.422289 1.11306 0.554466 0.603888 0.494121 0.344636 0.358476 0.658616 0.367512 0.428996 0.340419 0.271672 0.260134 0.275617 0.242948 0.230071 0.20377 0.184586 0.152499 0.14937 0.135727 0.134395 0.213033 0.149608 0.373658 0.129702
threshold=0 52.740000000000002 1 2 36.400000000000006 39.07500000000001 3 4 4.5000000000000009 45.425000000000004 2010.5000000000002 2018.5000000000002 5 2025703500.0000002 6 1990.5000000000002 7 8 950.00000000000011 42.710000000000008 9 2014.5000000000002 10 11 2010.5000000000002 5.5000000000000009 12 35.600000000000009 22.750000000000004 39.07500000000001
decision_type=9 10 9 9 10 10 9 9 10 10 10 10 9 8 9 8 9 9 8 10 9 8 9 9 8 8 9 10 10 10
left_child=1 2 14 -2 6 -6 7 -5 -7 10 12 -12 -10 -14 19 -16 22 18 -18 -1 23 -19 -17 24 -20 26 29 28 -27 -23
right_child=3 -3 -4 4 5 8 -8 -9 9 -11 11 -13 13 -15 15 16 17 21 20 -21 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.0841461910124229e-06 1.0180702749512563e-05 -3.2485250740801628e-06 0.00020462520362906036 3.4381336817894857e-07 -8.274176006013698e-05 -1.2789818976874099e-05 3.3405597457206889e-06 -6.031053924319639e-07 4.8442457648218046e-06 2.8600503498103112e-05 -8.9391858284143747e-05 2.6735230025763418e-05 -0.00015614364739362311 -2.00510537775e-07 -7.0852786993247487e-06 9.517755837371199e-06 -1.1774698858231651e-06 -2.9862799537129905e-06 0.0016321657798675276 -0.00016649482828231136 3.6093586205054884e-05 2.8021801644254232e-07 -3.9584257058027505e-06 4.4039051986860754e-06 -6.157192357857626e-07 1.5584585049864807e-08 6.9129045577653868e-07 7.7966963396241233e-05 -0.00011728276760663939 -2.5460641600469054e-06
leaf_weight=80 107 46 150 108 32 72 173 260 165 46 26 26 28 168 28 102 39 57 30 27 114 74 240 226 89 38 259 45 25 47
leaf_count=80 107 46 150 108 32 72 173 260 165 46 26 26 28 168 28 102 39 57 30 27 114 74 240 226 89 38 259 45 25 47
internal_value=0.000392077 0.000755067 0.000885697 -0.000127659 -0.000344394 -0.00111348 0.000450185 -0.000443272 -0.000669173 -0.000182609 -0.000550724 -0.00362264 -9.94474e-05 -0.00123671 0.000627041 0.000794944 0.000880231 0.00118786 0.00187033 -0.00145763 0.00216522 0.000539568 -9.06514e-05 0.00151685 0.000276923 0.000801636 0.00115486 -0.000440367 -0.0016875 -0.000272727
internal_weight=2927 1716 1670 1211 1104 563 541 368 531 459 413 52 361 196 1520 1413 1385 1043 498 107 459 545 342 345 119 488 380 108 63 121
internal_count=2927 1716 1670 1211 1104 563 541 368 531 459 413 52 361 196 1520 1413 1385 1043 498 107 459 545 342 345 119 488 380 108 63 121
cat_boundaries=0 1 2 4 5 6 7 8 9 12 13 15 17 18
cat_threshold=1279266 272 16384 1024 6 83902464 12 17 40 4 2147483648 524288 67108864 0 4100 0 16420 163872
is_linear=0
shrinkage=0.04


Tree=629
num_leaves=31
num_cat=10
split_feature=7 8 2 2 7 12 2 0 12 5 12 2 8 6 7 0 2 2 2 2 2 2 2 2 2 0 15 0 2 2
split_gain=1.18196 0.695817 0.663958 1.09527 0.635191 0.709368 0.672646 0.657586 0.6089 0.51757 0.505722 0.484799 0.319649 0.442933 0.31735 0.362099 0.501689 0.328636 0.444184 0.288387 0.303029 0.269153 0.250601 0.264222 0.286233 0.257046 0.240209 0.330324 0.217168 0.347234
threshold=0 1 25.500000000000004 6.5000000000000009 2 3 41.500000000000007 40.250000000000007 4 1.5000000000000002 5 3.5000000000000004 6 7 8 23.500000000000004 42.500000000000007 14.500000000000002 29.500000000000004 50.500000000000007 272.00000000000006 10.500000000000002 172.50000000000003 71.500000000000014 94.500000000000014 35.850000000000009 9 29.500000000000004 7.5000000000000009 19.500000000000004
decision_type=9 9 8 10 9 9 10 10 9 8 9 10 9 9 9 10 10 10 10 8 8 8 10 10 10 10 9 10 8 10
left_child=2 -2 3 -1 8 6 7 9 14 -6 -11 -9 -7 26 15 16 -3 -16 -19 -4 -21 -12 23 25 -25 -8 27 -14 -29 -30
right_child=1 4 19 -5 5 12 22 11 -10 10 21 -13 13 -15 17 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-1.6318488999601589e-05 2.8556760575951117e-06 4.8208820988807139e-07 -3.6962303824887459e-05 4.0518698986365574e-05 -3.5686388701061089e-06 2.3929724031449708e-05 3.6277867071783953e-07 7.8143553503493148e-05 1.3584521498476432e-06 2.5958999377776153e-06 -2.4311928540355663e-06 -4.7900561650775976e-05 -9.7032417393861496e-07 -5.3957682013586882e-06 2.3113460409637136e-05 -3.276985220165407e-05 -1.8000396798820363e-06 -0.00012239792689109228 1.7817443455243827e-06 1.9839121657870598e-06 -8.9829763749992832e-06 1.2808827820294476e-06 6.6224469676295707e-05 -2.0606748975041255e-06 -3.032084821089099e-06 -0.00029627784104529917 3.0471186098526688e-06 0.00013906991073975232 -4.4620562995214911e-05 0.00010709689210824891
leaf_weight=60 571 47 55 120 39 104 39 40 255 231 54 57 55 282 48 29 28 29 57 42 74 112 30 27 37 36 199 52 58 77
leaf_count=60 571 47 55 120 39 104 39 40 255 231 54 57 55 282 48 29 28 29 57 42 74 112 30 27 37 36 199 52 58 77
internal_value=0.00027708 0.000572965 -0.0018674 -0.000220994 0.000220364 -0.000184415 -0.0011108 -0.000426966 0.00145238 0.000237986 0.000673367 -0.00338775 0.000606205 0.000288828 -3.21284e-05 -0.0016 -0.000263158 0.00121379 -0.000183908 -0.00369767 -0.00252991 -0.00099435 -0.00331765 -0.00402857 -0.00590769 -0.00236842 0.0010708 0.000189723 0.001 0.000147059
internal_weight=2944 2593 351 180 2022 1529 702 533 493 436 397 97 827 723 238 104 75 134 86 171 116 166 169 139 64 75 441 242 187 135
internal_count=2944 2593 351 180 2022 1529 702 533 493 436 397 97 827 723 238 104 75 134 86 171 116 166 169 139 64 75 441 242 187 135
cat_boundaries=0 18 47 64 66 68 69 85 86 103 104
cat_threshold=268566530 17 1610612736 2048 32 8194 0 268435456 0 0 0 128 0 0 67108864 32 1073741952 256 0 2060 0 0 65536 0 0 0 0 0 0 133124 2048 0 0 0 0 0 4096 8192 384 0 4194304 0 0 0 0 0 524288 1 128 67117056 2629632 0 134217728 0 139264 2048 48 0 0 0 0 0 0 16 84140032 32 68159554 32 245760 0 0 0 0 0 0 0 2147483648 0 0 0 0 8192 512 0 4096 332 0 0 67108864 0 0 0 0 131072 0 0 0 0 0 0 0 0 16 201326592
is_linear=0
shrinkage=0.04


Tree=630
num_leaves=31
num_cat=10
split_feature=7 12 8 2 2 5 3 2 9 6 12 12 2 2 6 1 2 2 1 12 2 3 1 3 3 12 5 2 2 2
split_gain=1.31453 0.730145 0.712284 0.630665 0.602075 0.441787 0.425893 0.484215 0.417718 0.48324 0.634991 0.45684 0.61111 0.541748 0.749694 0.486299 0.436554 0.634587 0.537487 0.379543 0.366778 0.355926 0.34892 0.392685 0.319721 0.30285 0.361962 0.425977 0.29267 0.272789
threshold=0 1 2 12.500000000000002 5.5000000000000009 3.5000000000000004 2002.5000000000002 69.500000000000014 3 4 5 6 4.5000000000000009 122.50000000000001 7 1.0000000180025095e-35 37.500000000000007 43.500000000000007 5.5000000000000009 8 35.500000000000007 2004.5000000000002 5.5000000000000009 2013.5000000000002 2010.5000000000002 9 2.5000000000000004 29.500000000000004 22.500000000000004 25.500000000000004
decision_type=9 9 9 8 10 10 10 10 9 9 9 9 8 8 9 10 8 10 8 9 10 8 10 8 10 9 8 10 10 8
left_child=1 3 25 4 -1 8 7 29 -4 10 -10 12 -11 14 20 -14 22 18 -18 -19 28 -17 23 -12 -16 26 -2 -28 -13 -3
right_child=2 6 5 -5 -6 -7 -8 -9 9 11 16 13 15 -15 24 21 17 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.6453870981826492e-07 -1.0635681865270327e-06 -1.4657172542333204e-06 4.9035197205343246e-06 8.2251318584935745e-07 -1.3638392715601858e-05 -1.4292952005204259e-06 -1.2768727491011233e-05 -4.9254800209139702e-06 1.4415046876255938e-06 -7.3455879098851095e-05 -0.00017413190846883028 7.6725451039829229e-06 -1.0171294890492589e-05 -9.6316476865507454e-05 -8.2305562591391949e-05 -4.8206936316922018e-06 -1.6303759681315308e-06 7.0776843584683948e-07 -8.8571035787958937e-06 -1.0321641047706393e-06 1.6507167406799811e-05 5.7934345985675153e-05 -6.243611444403741e-07 2.6483750996195308e-06 -6.6864409516920119e-05 4.2774264691259937e-06 1.5972370213102682e-05 -1.728370356585872e-06 -2.7931174237487733e-05 8.078212490187861e-08
leaf_weight=43 31 95 340 142 37 27 25 31 294 26 30 81 34 97 126 26 38 101 66 125 52 152 73 227 25 420 45 33 25 47
leaf_count=43 31 95 340 142 37 27 25 31 294 26 30 81 34 97 126 26 38 101 66 125 52 152 73 227 25 420 45 33 25 47
internal_value=0.000279932 -0.00176334 0.000629142 -0.000137339 -0.00296296 0.000273279 -0.00348325 -0.00291954 0.000346571 6.96086e-05 0.000638342 -0.000769465 0.000610442 -0.00157314 -0.000787097 0.00135211 -5.96124e-05 -0.00108761 -0.00365714 0.000105727 0.00113609 0.00218994 0.000966767 0.00165891 -0.00269136 0.00191852 -3.33332e-05 0.00141772 -0.000149533 -0.0019021
internal_weight=2914 420 2494 222 80 1965 198 173 1938 1598 954 644 238 406 309 212 660 330 104 226 158 178 330 257 151 529 109 78 106 142
internal_count=2914 420 2494 222 80 1965 198 173 1938 1598 954 644 238 406 309 212 660 330 104 226 158 178 330 257 151 529 109 78 106 142
cat_boundaries=0 17 18 48 50 51 52 54 55 56 57
cat_threshold=131072 16 67108864 4 0 8194 0 536870912 33619968 0 0 0 268435456 268435456 0 32 1073741824 222530 0 12 0 0 0 1 262144 2147483648 0 0 0 4 2048 1024 0 0 0 0 0 8192 128 0 4194304 0 0 268451840 0 0 524288 12288 1073872896 16388 330 67127330 1230144 2 128 16819264 66624
is_linear=0
shrinkage=0.04


Tree=631
num_leaves=31
num_cat=8
split_feature=7 8 7 1 8 17 9 4 0 0 0 2 2 4 0 4 3 0 11 2 0 0 6 2 2 3 2 2 0 2
split_gain=1.60843 0.921876 0.723626 0.58738 0.481263 0.506701 0.468474 0.429478 0.411624 0.562962 0.322074 0.31575 0.355815 0.373863 0.286509 0.28769 0.238029 0.22435 0.210583 0.744075 0.386353 0.286663 0.263265 0.302087 0.250963 0.2189 0.199083 0.186338 0.188091 0.175186
threshold=0 1 2 5.5000000000000009 3 4 5 642496500.00000012 24.500000000000004 16.750000000000004 39.07500000000001 5.5000000000000009 13.500000000000002 1950.0000000000002 38.57500000000001 5157000000.000001 2007.5000000000002 26.500000000000004 6 3.5000000000000004 24.500000000000004 18.500000000000004 7 100.50000000000001 12.500000000000002 2013.5000000000002 7.5000000000000009 69.500000000000014 16.750000000000004 35.500000000000007
decision_type=9 9 9 10 9 9 9 8 10 10 10 8 10 10 8 8 10 10 9 10 10 10 9 10 10 8 10 10 10 8
left_child=3 -2 -3 16 17 11 7 10 9 -8 -7 -6 13 26 -14 -16 27 -4 19 -9 21 -21 24 25 -20 -24 -13 28 -1 -30
right_child=1 2 4 -5 5 6 8 18 -10 -11 -12 12 14 -15 15 -17 -18 -19 22 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=6.8348700995492577e-07 -6.6335552681702581e-06 6.6900130268151138e-05 -5.6161679255332711e-07 -2.861478516613869e-05 -0.0002116509702970641 2.6345943529268815e-06 1.7571908303344559e-06 -1.1121403835150974e-06 2.231853062349143e-05 -5.3125855977172088e-05 -7.2601468109831393e-05 0.00010824512065714777 3.4125935509896498e-06 8.3490430924377157e-05 -2.1909406410534302e-05 -2.5978337604161151e-06 3.6443965627420845e-06 5.2842025537727274e-06 1.1242531024752741e-05 2.9596778391247135e-08 -1.1118946550319233e-06 4.6208376397904966e-06 -3.0711477191569947e-06 0.00059561404615064868 -4.3116188758978002e-06 1.1461727396052459e-06 -4.6378475903758649e-06 -1.8073656777863381e-06 -3.7057136346662033e-06 -1.2812218830760002e-06
leaf_weight=27 112 209 29 29 25 31 29 42 374 30 38 27 31 39 41 99 29 328 45 295 43 37 87 53 74 474 96 39 76 50
leaf_count=27 112 209 29 29 25 31 29 42 374 30 38 27 31 39 41 99 29 328 45 295 43 37 87 53 74 474 96 39 76 50
internal_value=0.000242259 0.000530567 0.000689602 -0.00275862 0.000482759 0.000237506 0.000533975 0.000126829 0.00164865 -0.0014 -0.00291429 -0.00110569 -0.000802395 0.000539877 -0.00206977 -0.00283688 -0.00214414 0.00181522 0.000312772 -0.000401869 0.000159575 0.000624625 0.000715054 0.0010496 -0.000953846 0.000790036 -0.000548387 -0.00265285 -0.002 -0.00264567
internal_weight=2938 2688 2576 250 2367 2010 1652 1219 433 59 69 358 333 162 171 140 221 357 1150 417 375 332 733 614 119 561 123 192 153 126
internal_count=2938 2688 2576 250 2367 2010 1652 1219 433 59 69 358 333 162 171 140 221 357 1150 417 375 332 733 614 119 561 123 192 153 126
cat_boundaries=0 18 48 66 89 90 92 93 94
cat_threshold=131072 16 67108864 0 524288 8194 0 541065216 0 0 0 8320 0 0 0 32 128 128 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 2 2147483648 0 0 0 0 49152 0 0 0 4096 0 268435457 0 8192 34 134217728 4194304 8192 0 134217728 0 0 0 0 0 0 16 512 0 2056 0 0 0 1 0 0 0 0 0 4 10240 0 0 4096 0 0 0 10240 0 0 4194304 9 0 26640 32800 272
is_linear=0
shrinkage=0.04


Tree=632
num_leaves=31
num_cat=11
split_feature=7 7 12 12 2 6 7 2 9 2 12 2 2 9 12 1 3 9 0 2 0 3 2 3 5 0 2 2 3 2
split_gain=1.23062 0.804129 0.593964 0.546969 0.524105 0.524063 0.508199 0.610057 0.736975 0.436249 0.435721 0.41262 0.38244 0.379274 0.357696 0.426844 0.406435 0.30662 0.538158 0.298715 0.294233 0.452488 0.291294 0.279116 0.289044 0.318342 0.264406 0.261785 0.225693 0.215113
threshold=0 1 2 3 74.500000000000014 4 5 19.500000000000004 6 129.50000000000003 7 15.500000000000002 8.5000000000000018 8 9 4.5000000000000009 2016.5000000000002 10 39.07500000000001 16.500000000000004 15.500000000000002 2002.5000000000002 99.000000000000014 2015.5000000000002 1.0000000180025095e-35 33.175000000000004 34.500000000000007 68.500000000000014 2015.5000000000002 13.500000000000002
decision_type=9 9 9 9 10 9 9 10 9 10 9 8 10 9 9 10 10 9 10 10 10 8 10 8 10 10 10 8 8 8
left_child=2 -2 19 5 11 14 -5 17 10 -6 23 12 -4 26 16 -16 -3 -8 -19 -1 -12 -22 27 -9 25 -25 -7 -17 -13 -20
right_child=1 3 4 6 9 13 7 8 -10 -11 20 28 -14 -15 15 22 -18 18 29 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.2737680650312327e-06 8.4703984887388108e-06 6.0401085463766724e-06 -4.3948613061680099e-06 5.0473509137921089e-05 -7.4530104913741299e-06 -7.6608246889673753e-05 1.1778001068437462e-06 9.2202584910634571e-06 -7.4012889573317239e-05 -1.3563539410710928e-07 -2.1970772763043504e-07 -3.9762491371117321e-05 -2.2737024061593178e-05 6.1563884477279767e-06 6.1030758754919685e-06 -6.6474727326590447e-08 -1.1483113319000051e-06 3.6681078271345639e-05 -1.3847598502066643e-06 1.062533742387059e-05 -0.00021959088132976988 5.486987892935718e-06 -1.5527394144135651e-06 -3.7416370413875443e-07 2.8159202260403791e-05 -2.3694615136910448e-05 1.2211425480880063e-06 4.3754787350725284e-06 8.2687809124113801e-07 -1.9503857007876075e-05
leaf_weight=49 227 368 58 107 33 81 322 29 112 26 95 25 50 287 46 139 36 33 114 73 26 164 37 65 25 45 28 28 118 64
leaf_count=49 227 368 58 107 33 81 322 29 112 26 95 25 50 287 46 139 36 33 114 73 26 164 37 65 25 45 28 28 118 64
internal_value=0.000247338 0.000591402 -0.00169752 0.000355438 -0.00261682 0.00101791 -0.000227723 -0.000492308 -0.00141637 -0.00606667 -0.000617391 -0.00188889 -0.00374312 -0.000137592 0.00170827 0.00045977 0.00244819 0.00047191 -0.000702703 0.000661654 0.000337838 0.00125654 -0.000312195 -0.00219429 -0.00308824 -0.00396396 -0.00203333 0.000404762 -0.000472222 -0.00160894
internal_weight=2910 2478 432 2251 310 1050 1201 1094 561 59 449 251 108 396 654 250 404 533 211 122 285 190 204 164 135 110 109 167 143 178
internal_count=2910 2478 432 2251 310 1050 1201 1094 561 59 449 251 108 396 654 250 404 533 211 122 285 190 204 164 135 110 109 167 143 178
cat_boundaries=0 18 36 37 38 39 56 58 60 62 63 65
cat_threshold=16384 268435473 1048576 0 0 134217728 0 809500672 33619968 0 0 384 0 0 0 32 128 384 268435458 0 67379200 512 0 0 4194304 8192 0 134217728 32768 0 67108864 0 0 0 16 32768 16943168 1060130 282 0 128 0 0 0 0 0 0 0 32 0 0 0 0 0 0 1073745920 0 6276 147520 2 0 28688 1050658 0 18448
is_linear=0
shrinkage=0.04


Tree=633
num_leaves=31
num_cat=20
split_feature=7 8 12 8 8 12 1 4 9 12 17 9 9 15 16 12 8 16 6 4 3 1 4 9 1 15 12 3 3 3
split_gain=1.739 1.02961 0.658789 0.726842 0.46669 0.446542 0.621778 0.360014 0.40009 0.602522 0.354437 0.320037 0.296307 0.320512 0.256929 0.235428 0.235004 0.342681 0.2665 0.38725 0.234128 0.230358 0.219846 0.281882 0.184864 0.159029 0.299744 0.141186 0.133524 0.126504
threshold=0 1 2 3 4 5 5.5000000000000009 152.50000000000003 6 7 8 9 10 11 12 13 14 15 16 1158870000.0000002 1984.5000000000002 5.5000000000000009 3425710000.0000005 17 2.5000000000000004 18 19 1994.5000000000002 2018.5000000000002 2014.5000000000002
decision_type=9 9 9 9 9 9 8 10 9 9 9 9 9 9 1 9 9 1 9 8 10 8 8 9 10 9 9 10 8 10
left_child=5 -2 4 14 -3 6 -1 8 9 -7 -5 22 29 -14 -4 -13 -15 18 -18 -20 -17 -16 -12 24 -24 26 -26 -28 -10 -6
right_child=1 2 3 10 12 7 -8 -9 28 -11 11 15 13 16 21 20 17 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.294430125909398e-06 5.0872739909993196e-06 -3.6258175425286646e-06 -1.5485654315844872e-05 9.2241862841104534e-06 2.8771806689932064e-05 2.0241729878381641e-06 -5.319364459607538e-05 4.0868578373316893e-05 -4.5781991190655433e-05 -2.0473042089789341e-06 1.9316036151850257e-05 1.6681251269155478e-05 1.7738473881898e-06 -3.6434784416864613e-07 -3.2307869716358794e-07 -9.4616530676038812e-07 5.6617516288651705e-06 7.0988909391237017e-06 -6.7044092676932118e-05 4.3917985539701376e-07 0.001324046246364079 2.5091987879173828e-06 3.2165201018603999e-05 -9.7186046891463898e-05 7.6182885163285061e-07 -2.1969917759461072e-06 -1.804626246334235e-07 -1.9330304586173357e-05 -2.6832673541948232e-06 8.7432705106698376e-06
leaf_weight=78 331 110 60 100 209 102 29 64 26 104 65 109 100 107 30 91 248 73 25 120 32 28 42 117 154 151 116 30 78 33
leaf_count=78 331 110 60 100 209 102 29 64 26 104 65 109 100 107 30 91 248 73 25 120 32 28 42 117 154 151 116 30 78 33
internal_value=0.000232197 0.000659711 0.000333179 -0.000334507 0.00106178 -0.00194309 -0.00416949 -0.00120519 -0.00180064 -0.000626728 2.75051e-05 -0.000230937 0.00136069 0.000894737 -0.00316279 0.00102058 0.0005 0.000888889 0.000436548 -0.000897436 -0.000208955 -0.00149153 -0.000670554 -0.00091653 -0.000452381 -0.000699115 -0.000128617 -0.0013758 -0.00368696 0.00256126
internal_weight=2962 2481 2150 1125 1025 481 107 374 310 206 1007 907 915 673 118 232 573 466 393 145 123 58 675 610 493 451 300 146 104 242
internal_count=2962 2481 2150 1125 1025 481 107 374 310 206 1007 907 915 673 118 232 573 466 393 145 123 58 675 610 493 451 300 146 104 242
cat_boundaries=0 18 48 49 75 99 101 103 104 105 107 109 110 111 113 136 137 138 140 141 142
cat_threshold=268582912 268435600 67108864 4 589856 2 0 536870912 0 134217728 0 384 0 0 0 32 128 384 268435456 12 4 0 2147483648 1 0 0 0 0 0 4 8256 0 0 0 0 0 0 8192 0 524288 4194304 0 0 0 0 0 524288 4096 1183042 16 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 128 0 0 0 0 16384 0 0 0 134217728 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 8 17728 2 0 6144 16818210 34 0 14496 0 16548 2149580800 2 81952 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 2 394 0 2048 67108864 67182624
is_linear=0
shrinkage=0.04


Tree=634
num_leaves=31
num_cat=8
split_feature=7 12 7 1 3 9 7 2 4 2 1 2 2 0 0 2 12 6 4 2 2 0 2 0 2 9 2 2 2 2
split_gain=0.906426 0.713605 0.563425 0.636516 0.455373 0.46109 0.357678 0.349466 0.367654 0.344845 0.341584 0.401263 0.368215 0.560573 0.490134 0.304771 0.295821 0.484927 0.425159 0.31518 0.685109 0.419112 0.291963 0.275554 0.420437 0.269895 0.253766 0.383209 0.337937 0.247212
threshold=0 1 2 3.5000000000000004 2011.5000000000002 3 4 59.500000000000007 561120000.00000012 36.500000000000007 3.5000000000000004 103.50000000000001 60.500000000000007 16.750000000000004 29.500000000000004 291.50000000000006 5 6 20782.500000000004 33.500000000000007 22.500000000000004 40.250000000000007 50.500000000000007 40.675000000000004 79.500000000000014 7 19.500000000000004 111.00000000000001 8.5000000000000018 4.5000000000000009
decision_type=9 9 9 10 10 9 9 8 10 10 10 8 10 10 10 10 9 9 8 8 10 10 8 8 10 9 8 10 10 10
left_child=-1 4 22 7 5 10 26 8 -4 -7 -2 12 13 -12 -15 16 19 -18 -19 20 21 25 -3 24 -9 29 28 -28 -5 -8
right_child=1 2 3 6 -6 9 15 23 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=8.1926560596101147e-06 2.4004397954015787e-06 3.7194331529775394e-06 -5.2167532953181958e-07 4.3151613450581032e-07 -5.5207437523838226e-05 1.0649061699597247e-05 1.8130445953400652e-06 -0.00013639888186768852 0.0028121735271025928 -5.0266186045891906e-07 -5.7191553014019347e-07 -7.0780116236116333e-06 1.6547270420185865e-06 1.8467607544892843e-06 -2.1804457201371115e-06 -2.7639268573409446e-06 4.2729690079849699e-05 -7.354508576941215e-07 4.3213582129156725e-07 1.2647095695350424e-06 -4.5536286055365719e-06 -2.6783473962866392e-05 1.7591492847981375e-07 -8.4843593297076006e-05 4.7339863703509383e-05 4.5524528689853127e-05 2.6555923073196348e-06 -1.4918479478252067e-05 -5.6217406547873546e-06 -8.5884043771952365e-07
leaf_weight=254 81 206 72 52 57 109 52 58 27 61 71 47 53 53 146 43 213 30 261 195 79 78 129 25 32 139 87 25 63 142
leaf_count=254 81 206 72 52 57 109 52 58 27 61 71 47 53 53 146 43 213 30 261 195 79 78 129 25 32 139 87 25 63 142
internal_value=0.000394424 0.000172043 0.000550768 0.000244656 -0.000940493 -0.000636656 0.000545206 -0.00178605 -3.99999e-05 0.00110497 -0.00129004 -0.00183288 -0.00132099 -0.00191882 -0.00082 0.000810941 0.000937815 0.00166214 0.000543046 0.000373563 -0.000162933 0.000495146 0.00202312 -0.00327586 -0.0021978 0.00111377 -0.000890756 0.000424779 -0.00224138 7.80489e-05
internal_weight=2940 2686 2008 1673 678 621 1459 214 99 170 451 370 323 270 199 1232 1189 504 291 685 490 411 335 115 90 333 227 112 115 194
internal_count=2940 2686 2008 1673 678 621 1459 214 99 170 451 370 323 270 199 1232 1189 504 291 685 490 411 335 115 90 333 227 112 115 194
cat_boundaries=0 18 20 37 39 56 57 58 60
cat_threshold=2 128 0 2097152 0 0 0 8192 0 0 0 2097280 268435456 268435456 0 0 144 512 16801792 34 0 17 0 0 0 0 131072 0 2048 8192 32 0 0 0 0 0 4096 0 2052 0 0 604241920 2048 0 134217728 33554432 536870912 33554432 134217776 0 256 0 0 0 0 1073741824 33090 150 0 18464
is_linear=0
shrinkage=0.04


Tree=635
num_leaves=31
num_cat=8
split_feature=7 12 12 9 2 0 0 7 5 2 13 4 12 2 2 0 0 0 2 2 0 2 5 2 2 2 0 0 0 7
split_gain=0.841984 0.722504 0.642278 0.655049 0.446966 1.71651 0.441818 0.415113 0.392368 0.398084 0.410942 0.658731 0.630796 0.386366 0.374754 0.256818 0.243655 0.270955 0.259433 0.241133 0.2799 0.231211 0.544942 0.271847 0.273671 0.227051 0.224543 0.21234 0.225423 0.199539
threshold=0 1 2 3 35.500000000000007 15.500000000000002 39.07500000000001 4 10.500000000000002 5.5000000000000009 5 11633120000.000002 6 10.500000000000002 5.5000000000000009 18.500000000000004 38.20000000000001 40.250000000000007 129.50000000000003 88.500000000000014 32.500000000000007 5.5000000000000009 7.0000000000000009 23.500000000000004 35.500000000000007 22.500000000000004 44.07500000000001 45.425000000000004 15.500000000000002 7
decision_type=9 9 9 9 8 10 10 9 8 8 9 10 9 10 10 10 10 10 8 10 10 8 8 10 10 10 10 10 10 9
left_child=1 4 6 21 13 -6 -2 19 -9 15 12 16 26 14 -1 -10 -12 18 -18 20 -5 22 -4 -23 -25 -19 -11 28 -14 -3
right_child=2 29 3 7 5 -7 -8 8 9 10 11 -13 27 -15 -16 -17 17 25 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.3966819963368079e-05 1.0175651384969343e-06 1.720933921934453e-05 2.6186515106384579e-05 1.8746502197973073e-07 -1.0884516344669328e-06 6.210172563214655e-07 1.0203856042572603e-06 -1.572420120949158e-05 -2.9352903731739596e-07 -1.6617335195520697e-06 8.0887531984273453e-06 -7.7919919330869132e-05 -6.3362507859127037e-07 3.6222117868942309e-06 -6.8548819887495053e-06 9.2790790911937896e-06 -4.1761195736798367e-05 6.9153986521024059e-06 8.6004501296947727e-06 -7.5212585823118935e-05 -3.7462585013071512e-06 2.8554771882915347e-05 -0.00031596773450878892 -5.6018591715114066e-05 5.3098445561981496e-06 0.00011130452822719194 4.570801075331196e-07 -1.7397565436542043e-05 9.30175087234227e-07 8.7145741563496982e-07
leaf_weight=31 109 105 29 34 25 69 163 75 33 349 136 30 50 70 26 166 32 90 25 30 37 143 25 36 82 32 27 26 321 535
leaf_count=31 109 105 29 34 25 69 163 75 33 349 136 30 50 70 26 166 32 90 25 30 37 143 25 36 82 32 27 26 321 535
internal_value=0.000246091 0.00128899 -0.000191296 -0.00046619 -0.000672414 -0.00277895 0.00158304 -0.000816489 -0.000621525 -0.00046434 -0.000757819 0.000393259 -0.0012602 0.00084375 -0.00158621 0.00118 0.000949367 -2.22221e-05 -0.00227586 -0.00317857 -0.00216667 0.00116564 -0.00116364 0.00169466 0.000268908 0.00104065 -0.0024186 -0.000127451 0.00011828 0.00196621
internal_weight=2941 861 2080 1808 221 94 272 1493 1392 1317 1118 345 773 127 57 199 315 179 57 101 71 315 54 261 118 122 376 397 371 640
internal_count=2941 861 2080 1808 221 94 272 1493 1392 1317 1118 345 773 127 57 199 315 179 57 101 71 315 54 261 118 122 376 397 371 640
cat_boundaries=0 17 19 20 22 38 39 40 57
cat_threshold=268435458 268435473 8192 2621444 524288 2048 0 139264 33556480 134217760 32768 128 144 268435456 0 0 1073741968 67241280 2 131360 1073872896 4240 0 128 67108864 0 0 2 0 0 0 0 0 0 0 0 0 32 6 17885248 0 0 0 2097152 0 0 0 8192 33554432 0 0 0 0 268435456 0 0 1073741840
is_linear=0
shrinkage=0.04


Tree=636
num_leaves=31
num_cat=12
split_feature=7 12 0 13 11 12 3 3 7 0 7 3 12 0 5 15 0 0 1 3 6 7 12 1 3 0 3 3 0 0
split_gain=1.10512 0.530388 0.459716 0.495198 0.576205 0.409928 0.377452 0.375652 0.390817 0.473794 0.322556 0.313092 0.310843 0.468216 0.438915 0.308156 0.278395 0.299275 0.240828 0.207111 0.190238 0.300704 0.189713 0.175585 0.154442 0.144183 0.13624 0.135883 0.119848 0.0981029
threshold=0 1 40.250000000000007 2 3 4 2015.5000000000002 2004.5000000000002 5 32.500000000000007 6 2012.5000000000002 7 43.175000000000004 3.5000000000000004 8 15.500000000000002 14.500000000000002 4.5000000000000009 2019.5000000000002 9 10 11 5.5000000000000009 2018.5000000000002 38.57500000000001 2014.5000000000002 2000.5000000000002 38.57500000000001 39.07500000000001
decision_type=9 9 8 9 9 9 8 10 9 10 9 10 9 8 8 9 8 10 10 10 9 9 9 8 8 10 8 10 10 10
left_child=1 7 3 4 5 27 -4 8 28 16 -3 29 13 -8 -14 -12 17 -10 -6 -13 -17 -22 -7 -15 -20 -26 -23 -2 -1 -5
right_child=2 10 6 11 18 22 12 -9 9 -11 15 19 14 23 -16 20 -18 -19 24 -21 21 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.5935881991894629e-09 -2.663618970733773e-06 -4.967108461729888e-07 -1.524882605613216e-05 1.5091158996928608e-05 3.9908124147495247e-05 7.47097224481968e-07 -8.1076189719337253e-05 -3.0224515860223266e-05 1.1804318656311995e-06 -1.4586671450738249e-05 2.0967905021227673e-06 -2.6517802613083837e-05 -1.506986390213847e-05 4.1279363661081677e-06 1.5883898685021474e-05 1.7394042627289924e-06 9.8235168251885466e-07 -2.0698123601736105e-07 1.052075969006209e-06 7.2081967207011e-06 -4.26295830342544e-07 -3.6283301558026296e-05 3.7702904951004526e-05 -0.00011227461620383103 -7.430074975525863e-07 -6.19049501462345e-05 2.7913586700302755e-07 3.2685049663737874e-05 5.3003347397552872e-06 2.1064139359928332e-05
leaf_weight=41 73 145 40 273 32 130 33 42 36 117 157 55 41 68 211 106 69 60 31 27 144 25 180 30 62 45 175 29 59 405
leaf_count=41 73 145 40 273 32 130 33 42 36 117 157 55 41 68 211 106 69 60 31 27 144 25 180 30 62 45 175 29 59 405
internal_value=0.000259687 -0.000687447 0.00088964 0.00125689 0.000350759 0.00115366 -0.000254717 -0.0018023 -0.00144125 -0.002157 -4.19396e-05 0.00191959 0.000135417 -0.00138028 0.000942966 0.000368932 -0.000843373 -0.0022268 -0.00154696 -0.000385542 -0.000173536 -0.000630986 0.00186916 -8.08079e-05 -0.00235971 -0.00307407 0.000379147 -0.00099115 0.000720721 0.0022268
internal_weight=2941 1176 1765 1342 582 412 423 424 382 282 752 760 383 131 252 607 165 96 170 82 450 344 310 98 138 107 200 102 100 678
internal_count=2941 1176 1765 1342 582 412 423 424 382 282 752 760 383 131 252 607 165 96 170 82 450 344 310 98 138 107 200 102 100 678
cat_boundaries=0 18 20 21 22 23 33 45 46 47 48 55 56
cat_threshold=131072 145 537919488 2097156 524288 134225986 131072 805437440 33619968 134217760 8224 256 0 0 0 32 0 256 67126274 34 2 49156 16932960 0 0 1048576 4 0 0 0 0 33619968 32 0 0 0 0 524288 0 0 268435456 33619968 134217728 0 256 57664 2149580800 130 0 0 0 4 0 0 131072 2
is_linear=0
shrinkage=0.04


Tree=637
num_leaves=31
num_cat=7
split_feature=7 8 4 0 2 7 9 2 6 4 0 2 4 0 0 2 2 0 7 2 2 0 2 2 2 4 4 0 2 9
split_gain=1.10872 0.668058 0.617763 0.542414 0.662691 0.468772 0.566479 0.769605 0.401682 0.390675 0.375098 0.372792 0.356873 0.355898 0.618549 0.913866 0.338339 0.277781 0.269681 0.33721 0.470832 0.29258 0.253793 0.241921 0.239508 0.231147 0.417101 0.195607 0.178084 0.170174
threshold=0 1 552615000.00000012 33.175000000000004 16.500000000000004 2 3 16.500000000000004 4 353375000.00000006 40.250000000000007 49.500000000000007 2331015000.0000005 16.750000000000004 26.500000000000004 22.500000000000004 37.500000000000007 12.250000000000002 5 12.500000000000002 29.500000000000004 33.175000000000004 3.5000000000000004 2.5000000000000004 8.5000000000000018 2188290000.0000005 5965.0000000000009 39.07500000000001 291.50000000000006 6
decision_type=9 9 8 10 8 9 9 8 9 8 10 10 10 8 10 10 8 10 9 8 10 10 10 10 8 10 10 10 8 9
left_child=9 2 3 -2 -5 10 7 23 25 -1 -3 13 16 22 15 -15 -9 -10 19 -11 -21 -22 -4 -7 -16 26 -8 -26 -18 -20
right_child=1 5 11 4 -6 6 8 12 17 18 -12 -13 -14 14 24 -17 28 -19 29 20 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-6.2250094093283348e-06 2.1608547178102204e-06 0.00034415382012377904 -9.0309443452321205e-07 -1.4551735593993395e-05 -4.6649171864067045e-05 -1.3510990941110975e-05 3.5563593629068082e-06 -7.3573194052192157e-05 -1.171870327867554e-06 -3.7575044349910211e-05 -2.5192267054189397e-06 -2.8037453712886464e-07 -0.00011955753413551766 -1.2958946880635286e-05 5.962900853952594e-05 5.7520274839324818e-08 1.525168064250927e-06 9.6450940575496686e-06 -2.1886747384771115e-07 2.3645152269479531e-05 -2.2845136471974412e-06 -1.2657596672254845e-06 6.2684910090179013e-07 0.00043573448608091967 1.0392087481191355e-05 8.8855142198696054e-06 -1.5741785512579435e-05 -5.3184429706860141e-07 -3.4185632032862338e-05 2.4084784672355919e-06
leaf_weight=43 26 174 29 27 28 25 456 46 26 34 43 209 30 31 49 36 55 488 291 28 25 31 144 135 31 44 27 105 59 109
leaf_count=43 26 174 29 27 28 25 456 46 26 34 43 209 30 31 49 36 55 488 291 28 25 31 144 135 31 44 27 105 59 109
internal_value=4.71405e-05 0.000433591 -0.000578512 -0.00385366 -0.00607143 0.000884497 0.000601997 -0.000775623 0.00106844 -0.00153147 0.00257895 -0.000163779 -0.00251309 0.000516432 -0.000442688 -0.00370588 -0.00173913 0.00185905 -0.00124855 -0.00285271 -0.00169412 -0.00378947 0.00190805 0.00124224 0.000752688 0.000275093 2.47935e-05 -0.000116788 -0.000556522 -0.000681265
internal_weight=2884 2323 715 81 55 1608 1391 350 1041 561 217 634 190 425 252 67 160 514 518 118 84 56 173 160 185 527 483 136 114 400
internal_count=2884 2323 715 81 55 1608 1391 350 1041 561 217 634 190 425 252 67 160 514 518 118 84 56 173 160 185 527 483 136 114 400
cat_boundaries=0 18 48 65 67 68 84 86
cat_threshold=16384 268435472 603979776 524800 32 8194 131072 536870912 0 134217728 0 8320 0 0 0 32 0 128 0 2056 0 0 0 1 262144 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 2147484032 0 16777216 8 0 16384 64 0 524288 4096 2 0 0 2097152 0 0 0 8192 33556480 32 0 0 0 268435456 0 0 16 257 8244 212 0 268435456 67108864 0 0 0 0 536870912 0 134217728 0 8192 0 0 0 32 128 18432
is_linear=0
shrinkage=0.04


Tree=638
num_leaves=31
num_cat=12
split_feature=8 12 3 2 12 3 4 2 3 12 8 9 11 3 2 9 2 2 4 12 4 2 2 1 12 16 2 2 2 17
split_gain=1.14994 0.666528 1.27363 0.758497 0.614216 0.517921 0.390539 0.663045 0.3875 0.369526 0.353884 0.296977 0.28525 0.229709 0.271767 0.228618 0.57588 0.468888 0.364224 0.243126 0.296928 0.307207 0.226739 0.181947 0.218539 0.289089 0.660416 0.246805 0.447762 0.180486
threshold=0 1 1983.0000000000002 17.500000000000004 2 2014.5000000000002 86.000000000000014 74.500000000000014 2019.5000000000002 3 4 5 6 2018.5000000000002 114.50000000000001 7 23.500000000000004 49.500000000000007 293.00000000000006 8 152.50000000000003 40.500000000000007 38.500000000000007 1.5000000000000002 9 10 58.500000000000007 50.500000000000007 23.500000000000004 11
decision_type=9 9 10 8 9 10 10 8 10 9 9 9 9 8 10 9 10 10 10 9 10 8 8 10 9 1 8 8 10 9
left_child=1 2 3 -1 11 6 9 -8 10 -3 -6 -2 -11 -13 29 16 18 -18 -12 20 21 -17 -5 -14 27 -26 -27 28 -25 -15
right_child=4 5 -4 22 8 -7 7 -9 -10 12 15 13 23 14 -16 19 17 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-8.414544190697187e-06 5.485085817063485e-06 4.0495041581323221e-07 -1.0971110082778151e-05 1.1319593173405585e-06 5.5188629156994519e-06 2.3693779684484254e-05 1.7772717488170526e-05 -8.2632145562738164e-05 -2.3249488598617187e-06 2.0205470259330836e-06 8.1634609307727806e-05 5.6554156695460382e-06 0.00017152253546186787 -5.5770840351316402e-05 -2.3348482159819894e-05 -1.2544101660892698e-08 -0.00012080729606675294 7.898123973495703e-07 -1.2059584082481521e-05 1.9280055516073379e-05 -4.632492553491398e-05 8.0346324028728551e-05 -1.7577954751096377e-08 3.124442695041163e-07 -6.5880128340164748e-06 -1.5283941351126125e-07 -1.2129124471299656e-06 1.9944258099263342e-07 -5.0789074869328486e-07 -1.6321737983160932e-07
leaf_weight=73 134 122 42 39 105 42 26 30 53 146 90 152 41 110 39 131 42 53 25 546 26 76 84 53 26 119 53 32 36 345
leaf_count=73 134 122 42 39 105 42 26 30 53 146 90 152 41 110 39 131 42 53 25 546 26 76 84 53 26 119 53 32 36 345
internal_value=0.000153527 -0.000968205 -0.00276305 -0.00150254 0.000716202 -0.000347354 -0.000618978 -0.00378947 0.00130225 -0.000330683 0.0014758 -0.000151707 -0.000804642 -0.000511415 -0.000937374 0.001196 1.41595e-10 -0.00229167 0.00189655 0.00151392 0.000377049 0.000903846 0.000419355 -0.00140162 -0.0017625 -0.00252632 -0.00203468 -0.000272727 -0.00137778 -0.000657895
internal_weight=2891 964 238 196 1927 726 684 56 1147 628 1094 780 506 646 494 989 210 95 115 779 233 207 123 360 319 198 172 121 89 455
internal_count=2891 964 238 196 1927 726 684 56 1147 628 1094 780 506 646 494 989 210 95 115 779 233 207 123 360 319 198 172 121 89 455
cat_boundaries=0 30 31 32 33 56 58 60 62 64 65 66 67
cat_threshold=268435456 1048580 4 134217728 0 0 0 0 1 0 0 33685504 64 0 0 4096 0 0 33558528 0 256 0 16777216 8 0 16384 0 0 524416 4096 83887138 68274240 133376 1073741840 8 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 4194304 1073741824 4112 16388 1024 0 24592 8224 32 49216 2 24
is_linear=0
shrinkage=0.04


Tree=639
num_leaves=31
num_cat=12
split_feature=7 12 6 12 9 4 2 6 4 7 2 2 12 2 0 2 2 2 0 2 6 2 0 6 2 2 12 2 6 2
split_gain=1.52549 1.2852 0.66343 0.597223 0.6445 0.555208 0.565999 0.45898 0.378789 0.378463 0.476294 0.512853 0.453619 0.368742 0.503119 0.359334 0.341903 0.639643 0.582498 0.353299 0.335221 0.331355 0.306905 0.291396 0.281551 0.274424 0.22068 0.267325 0.245446 0.549231
threshold=0 1 2 3 4 1317685000.0000002 38.500000000000007 5 1950.0000000000002 6 17.500000000000004 34.500000000000007 7 14.500000000000002 16.750000000000004 23.500000000000004 17.500000000000004 25.500000000000004 39.07500000000001 55.500000000000007 8 15.500000000000002 40.675000000000004 9 49.500000000000007 24.500000000000004 10 3.5000000000000004 11 14.500000000000002
decision_type=9 9 9 9 9 10 10 9 10 9 8 10 9 8 10 8 8 10 10 10 9 8 8 9 10 10 9 8 9 8
left_child=1 2 16 23 8 6 7 21 20 12 -11 -12 13 -3 -15 -4 18 -18 -1 -19 22 -6 -5 25 -14 -2 -22 -28 -29 -30
right_child=3 9 15 4 5 -7 -8 -9 -10 10 11 -13 24 14 -16 -17 17 19 -20 -21 26 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-8.2631535605059976e-08 -3.0454528348583644e-05 -1.3551841682794401e-06 0.00017882000214068991 -1.2854647419864037e-06 -2.1968598522301966e-06 -5.9271298843032916e-05 1.6116210472113434e-05 -1.7442749981611862e-05 4.6392627038090476e-05 3.5723683663684573e-05 -3.6858328880192839e-05 -2.736421726119849e-07 2.9239913096081409e-06 -3.7863459731345608e-07 3.2149710468147448e-06 -4.4850226342621843e-05 3.9544840708020327e-06 -8.1613173996067689e-06 -9.2681475823084566e-06 -4.2362678716063812e-06 1.7523025708374225e-06 2.4003638777063498e-05 -0.00011701013082334024 3.7075588745439319e-06 -4.6016545750104861e-09 0.0030902095388768715 2.2708369068154341e-06 -4.5490917473660427e-07 -2.6625337003946532e-06 8.9364782695509594e-05
leaf_weight=35 88 54 63 112 67 36 86 144 58 84 58 113 105 62 106 37 32 44 46 53 241 45 26 700 49 34 30 154 51 103
leaf_count=35 88 54 63 112 67 36 86 144 58 84 58 113 105 62 106 37 32 44 46 53 241 45 26 700 49 34 30 154 51 103
internal_value=0.000145355 -0.00117227 -0.00323988 0.000775428 0.000182131 -0.00115167 -0.000676385 -0.00161868 0.000839695 -0.00011838 -0.0012782 -0.00253488 0.000682171 -0.000480687 0.000426036 -0.00036036 -0.00452489 -0.00341538 -0.00678049 -0.00502041 0.0005961 0.000390244 -0.00112752 0.00159424 0.00227879 -0.000240601 0.00101017 0.000320917 -2.58898e-05 0.00106667
internal_weight=2916 941 310 1975 1153 378 342 256 775 631 255 171 376 222 168 100 210 129 81 97 717 112 138 822 154 122 579 338 308 154
internal_count=2916 941 310 1975 1153 378 342 256 775 631 255 171 376 222 168 100 210 129 81 97 717 112 138 822 154 122 579 338 308 154
cat_boundaries=0 18 20 21 23 25 26 36 38 39 40 42 43
cat_threshold=268566531 17 1678770176 2621952 524320 8258 131072 4194304 67584 32 0 0 0 0 0 32 0 384 84951042 2 270 67134498 2 1 6272 146 268566528 16 1048576 2097152 0 0 131072 0 65536 32 106528 32 130 4 17956864 32 24
is_linear=0
shrinkage=0.04


Tree=640
num_leaves=31
num_cat=9
split_feature=7 8 12 12 2 6 2 2 2 0 3 2 0 6 2 2 7 3 2 13 2 6 0 2 2 0 3 2 2 3
split_gain=1.37696 1.09462 0.636491 0.600963 0.888573 0.462632 0.451848 0.844313 0.414761 0.38029 0.40434 0.356199 0.380862 0.382557 0.331897 0.688746 0.373801 0.400835 0.320101 0.276969 0.268571 0.235698 0.528562 0.322236 0.745737 0.285342 0.222035 0.20029 0.187666 0.177395
threshold=0 1 2 3 698.00000000000011 4 12.500000000000002 19.500000000000004 2.5000000000000004 42.250000000000007 2016.5000000000002 38.500000000000007 43.675000000000004 5 6.5000000000000009 13.500000000000002 6 2015.5000000000002 38.500000000000007 7 272.00000000000006 8 44.07500000000001 42.500000000000007 51.500000000000007 40.250000000000007 1998.5000000000002 24.500000000000004 16.500000000000004 2015.5000000000002
decision_type=9 9 9 9 8 9 10 10 8 10 10 8 10 9 8 8 9 10 8 9 10 9 10 8 8 10 10 10 10 8
left_child=-1 3 5 18 6 9 -5 -8 -4 10 -3 12 13 28 -10 29 -17 20 -2 -15 21 22 25 -23 -25 -18 -13 -11 -7 -16
right_child=1 2 8 4 -6 11 7 -9 14 27 -12 26 -14 19 15 16 17 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.8147838079073206e-06 -1.4560379610447613e-06 1.6706040035644527e-05 1.5992560670814994e-05 -4.5643751803519276e-07 -0.00024260152478255991 0.00047210381937615485 -8.6272741516251318e-06 -1.9380510290736206e-06 -9.2564749708617229e-06 2.9503416340655608e-06 -3.4362846973607046e-06 8.6951139607549524e-07 -4.1915576449561534e-05 8.5054775480721169e-08 2.6115603413922798e-05 6.9115225972444863e-07 -5.8432611493915933e-05 -4.6501044885452357e-05 9.1289175522017744e-06 -1.9665946302872095e-06 -1.4233843954750032e-05 6.9087658496491367e-07 8.4003658336007713e-05 -2.3052721833719396e-05 -9.0777848518397093e-08 -1.746217539225312e-05 2.0511195239017923e-05 -2.3190556243414715e-05 -1.044354554445993e-05 8.4540205420419671e-06
leaf_weight=325 61 327 64 106 29 92 37 128 122 57 37 232 26 107 25 119 63 28 48 156 45 215 27 38 187 28 46 36 33 114
leaf_count=325 61 327 64 106 29 92 37 128 122 57 37 232 26 107 25 119 63 28 48 156 45 215 27 38 187 28 46 36 33 114
internal_value=0.000267658 -4.08471e-05 0.00031141 -0.00191429 -0.00282958 0.000962069 -0.00219118 -0.00349398 -0.00038674 0.00194017 0.00256438 0.000295875 -0.000443373 -0.000123393 -0.000588933 -0.000319101 -0.000798935 -0.00117757 0.000633333 -0.000978102 -0.00097351 -0.000729875 -0.00223256 -0.000266075 -0.00132743 -0.00386956 0.00140502 -0.000297872 0.00161765 0.00225714
internal_weight=2958 2633 2224 409 300 1149 271 165 1075 457 364 692 414 388 1011 889 750 631 109 263 603 558 118 440 225 91 278 93 125 139
internal_count=2958 2633 2224 409 300 1149 271 165 1075 457 364 692 414 388 1011 889 750 631 109 263 603 558 118 440 225 91 278 93 125 139
cat_boundaries=0 18 48 49 50 51 52 69 70 71
cat_threshold=16384 1 1048576 2105856 2 2112 0 8192 0 402653184 8192 256 67108864 268435456 0 0 144 512 0 4 0 134217728 0 0 262144 0 1 0 0 0 0 0 0 0 0 0 33558528 2048 2147483904 0 0 8 0 49152 0 0 524288 4096 206114 149600 386 80 0 128 0 0 0 0 0 268435456 65536 0 0 128 0 0 0 0 4096 12 132
is_linear=0
shrinkage=0.04


Tree=641
num_leaves=31
num_cat=10
split_feature=7 7 8 12 6 0 12 2 12 1 9 2 1 2 0 2 0 2 0 2 2 2 2 12 0 0 17 2 0 2
split_gain=1.32157 0.932355 0.605354 0.556256 0.790566 0.835344 0.575294 0.665091 0.48844 1.21339 0.640058 0.449774 0.495403 0.414371 0.353491 0.342488 0.308396 0.305259 0.26832 0.266459 0.262948 0.463854 0.238703 0.23124 0.248828 0.381621 0.229668 0.512738 0.215682 0.205843
threshold=0 1 2 3 4 23.500000000000004 5 11.500000000000002 6 3.5000000000000004 7 32.500000000000007 3.5000000000000004 19.500000000000004 35.850000000000009 3.5000000000000004 39.07500000000001 108.50000000000001 16.750000000000004 161.00000000000003 15.500000000000002 9.5000000000000018 29.500000000000004 8 35.850000000000009 16.750000000000004 9 39.500000000000007 39.07500000000001 17.500000000000004
decision_type=9 9 9 9 9 10 9 8 9 10 9 10 10 8 10 8 10 8 8 10 8 10 10 9 10 10 9 10 10 10
left_child=-1 20 8 17 26 18 15 -8 9 16 13 23 -13 -10 -15 -7 -3 -4 -6 28 21 -2 -22 24 25 -12 27 -5 -19 -9
right_child=1 2 3 4 5 6 7 29 10 -11 11 12 -14 14 -16 -17 -18 19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.012675663313871e-06 -1.1879278221150949e-05 -6.2591989541378891e-07 5.3994360830448123e-06 -0.00025847014399357055 -2.7043717206103031e-06 -0.00016200993990350611 2.4777722700889486e-05 -6.680190763707673e-05 -1.2106579460827265e-05 4.9508763211747464e-07 -3.5181991998504204e-07 2.0075466841619313e-06 -5.1369979693151924e-07 4.5126387456993062e-06 -3.8079350813857801e-05 1.2117579749077725e-05 -8.4396670875724788e-05 4.4527314184219766e-06 -1.1172773958176169e-05 1.3344512363799019e-06 4.0729884067979321e-05 -5.7218942282448366e-06 -2.1110545891895972e-06 8.5771810358235059e-07 -2.5409839174975352e-06 7.1820141587976407e-06 7.7453637996689782e-06 3.9947698230491954e-06 -0.00018240045423998689 -3.1747301913341922e-05
leaf_weight=320 30 43 335 30 40 31 51 35 53 314 61 28 178 34 34 294 26 31 33 41 25 25 33 113 49 43 432 78 27 60
leaf_count=320 30 43 335 30 40 31 51 35 53 314 61 28 178 34 34 294 26 31 33 41 25 25 33 113 49 43 432 78 27 60
internal_value=-8.60654e-05 -0.000386554 -0.000217166 0.000282538 -0.000204566 -0.00126847 -0.000669491 -0.00264968 -0.000988855 0.00013198 -0.00170199 -0.000977226 -0.00239614 -0.00421212 -0.00243478 0.000297619 -0.00462857 0.00147416 -0.00524324 -0.00044 -0.00377419 -0.00607143 -0.00216949 8.98878e-05 -0.000902439 0.000152381 0.000871144 -0.000739496 -0.00216949 -0.00479167
internal_weight=2927 2607 2494 1518 1084 544 471 146 976 383 593 472 206 121 68 325 69 434 73 99 113 55 58 266 153 104 540 108 58 95
internal_count=2927 2607 2494 1518 1084 544 471 146 976 383 593 472 206 121 68 325 69 434 73 99 113 55 58 266 153 104 540 108 58 95
cat_boundaries=0 18 34 63 65 66 68 69 71 73 74
cat_threshold=268451841 0 1073750016 10240 2 64 0 8192 0 134225936 0 0 128 268435456 67108864 0 1073741840 32768 0 268435456 0 524800 524288 2 0 541065216 0 0 0 0 0 0 0 32 1342177296 4 0 134217728 0 0 0 0 0 0 0 2048 2048 512 0 4096 0 0 33558528 2048 256 0 16777216 0 0 16384 64 0 524288 1205536 2 386 65602 32 100704 0 20516 1073152 32 35
is_linear=0
shrinkage=0.04


Tree=642
num_leaves=31
num_cat=11
split_feature=8 8 7 12 12 17 0 11 2 3 0 2 6 1 0 13 2 17 2 1 0 3 12 5 0 2 2 2 2 0
split_gain=1.57217 0.749038 0.830687 0.647852 0.63197 0.546156 0.425304 0.395744 0.557573 0.399121 0.65333 0.368941 0.638715 0.527644 0.627624 0.470779 0.386499 0.364101 0.431323 0.354753 0.341056 0.321448 0.273612 0.261242 0.235515 0.231571 0.228206 0.504673 0.422542 0.354088
threshold=0 1 2 3 4 5 37.750000000000007 6 3.5000000000000004 2019.5000000000002 35.850000000000009 11.500000000000002 7 5.5000000000000009 39.07500000000001 8 88.500000000000014 9 80.500000000000014 5.5000000000000009 30.500000000000004 1984.5000000000002 10 1.5000000000000002 12.250000000000002 155.00000000000003 277.00000000000006 61.500000000000007 31.500000000000004 37.750000000000007
decision_type=9 9 9 9 9 9 10 9 10 8 10 8 9 8 10 9 8 9 8 8 10 10 9 10 8 8 8 10 10 10
left_child=-1 20 4 17 6 -5 -3 8 -7 -10 22 21 15 14 -14 -13 -16 18 -4 23 -2 -9 -11 24 -19 -20 27 28 29 -6
right_child=1 2 3 5 26 7 -8 11 9 10 -12 12 13 -15 16 -17 -18 19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8913542429008209e-05 -4.0974679903384935e-07 -2.5103268963138979e-05 3.6830450931405966e-06 2.2260961288530344e-05 6.7970405983707781e-06 -8.8061724042450736e-06 -7.0008731771610826e-06 5.2652661649403657e-07 1.6978847240237988e-05 1.4688725924975515e-07 -2.9460494838456654e-05 -2.5395115660029181e-07 0.00021412917511004649 -0.00044902793150228856 -2.6734469624155951e-05 6.3676120590434804e-06 -0.00010441040387894722 -5.7682465946051796e-07 -5.4636396449369159e-05 7.1174591025372655e-06 1.261630981285275e-05 1.3103910950234055e-05 -5.8811146273881125e-07 -2.0592013101428225e-06 2.722969619147197e-06 -1.0126545325120366e-05 2.4542234799402103e-05 -3.1348112593241692e-06 3.9449129892828994e-06 -8.5912196496229779e-06
leaf_weight=102 46 36 68 120 65 44 77 168 36 130 54 113 29 37 116 142 25 42 29 172 316 55 101 30 570 55 43 33 32 66
leaf_count=102 46 36 68 120 65 44 77 168 36 130 54 113 29 37 116 142 25 42 29 172 316 55 101 30 570 55 43 33 32 66
internal_value=9.75281e-05 0.000279623 2.88117e-05 0.0003279 -0.00174105 -0.000304826 -0.00409677 -0.000603204 -0.00164894 -0.00110559 -0.00160839 -2.87355e-05 -0.000673866 -0.00225688 -0.00140351 0.000676692 -0.00250704 0.00108905 -0.000687116 0.00142545 0.00195174 0.00130357 -0.000672414 0.00100778 0.0011876 -0.00263529 -0.000496 -0.00109645 -0.000170732 -0.00118182
internal_weight=2952 2850 2488 2136 352 1170 113 1050 365 321 285 685 462 207 170 255 141 966 152 814 362 223 231 642 612 84 239 196 163 131
internal_count=2952 2850 2488 2136 352 1170 113 1050 365 321 285 685 462 207 170 255 141 966 152 814 362 223 231 642 612 84 239 196 163 131
cat_boundaries=0 24 51 69 71 73 74 77 78 79 80 82
cat_threshold=0 1048576 0 0 0 0 0 0 0 0 0 33685504 0 0 0 0 0 0 33554432 2 2147483648 0 0 8 1073741824 0 0 0 0 0 0 0 0 0 0 4 8192 512 268435456 0 0 0 0 8192 0 524288 4194304 0 0 1073741824 4 268566529 268435472 1610612736 2621956 524288 2 0 268435456 33554432 0 0 0 0 0 0 32 4224 128 16778594 2 16642 2 34 32 1024 524288 392 12 35 67151872 32
is_linear=0
shrinkage=0.04


Tree=643
num_leaves=31
num_cat=9
split_feature=7 8 2 9 4 2 2 12 2 2 12 2 2 12 13 2 2 2 0 2 0 6 2 0 5 11 2 2 0 2
split_gain=1.01128 0.664949 0.480617 0.840419 0.597147 0.744546 0.675096 0.507272 0.590621 0.659543 0.490373 0.449533 0.421826 0.404547 0.532983 0.661258 0.481172 0.335663 0.316741 0.563346 0.314337 0.299832 0.280296 0.350349 0.266727 0.266111 0.294386 0.286641 0.224118 0.281545
threshold=0 1 13.500000000000002 2 18214475000.000004 77.500000000000014 155.00000000000003 3 24.500000000000004 58.500000000000007 4 69.500000000000014 81.500000000000014 5 6 9.5000000000000018 4.5000000000000009 12.500000000000002 44.07500000000001 20.500000000000004 14.500000000000002 7 542.50000000000011 29.500000000000004 2.5000000000000004 8 59.500000000000007 72.500000000000014 40.250000000000007 29.500000000000004
decision_type=9 9 8 9 8 8 8 9 8 10 9 10 10 9 9 10 10 8 10 10 10 9 10 10 8 9 10 10 10 10
left_child=28 17 13 10 5 18 -7 20 -9 -10 12 -11 -4 14 15 16 -3 24 19 -5 -6 -15 23 -13 -2 26 -22 -27 -1 -30
right_child=1 2 3 4 7 6 -8 8 9 11 -12 22 -14 21 -16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=6.7246873771097156e-05 -0.00011255313527574141 -2.8719419512092944e-06 -4.5096062246515849e-06 -1.489095414439067e-05 2.7637028553383877e-06 -9.5066896715696571e-05 -9.4432209452283757e-05 -2.0282015839305079e-06 4.9880858540518605e-07 -5.9925084095174373e-06 6.8333443621307921e-06 -3.3910487715680816e-07 5.9449154650235956e-05 3.9333542308753896e-06 4.7424305221984692e-06 1.5976413494174082e-06 -6.826250325232213e-05 6.5019245302034889e-06 2.5847745612451353e-05 1.0732421803129563e-06 3.0466309484491535e-09 1.4727937615156955e-06 -7.7634710291090656e-05 1.2079168895437533e-06 2.164508501824001e-05 9.4484757167830793e-07 -4.4392059820138067e-07 1.7529639425856848e-05 -1.9434511829344428e-06 5.7885745987837099e-06
leaf_weight=217 36 66 87 29 38 25 39 155 295 34 161 73 25 269 128 43 48 187 28 59 99 175 25 113 106 171 45 78 72 35
leaf_count=217 36 66 87 29 38 25 39 155 295 34 161 73 25 269 128 43 48 187 28 59 99 175 25 113 106 171 45 78 72 35
internal_value=0.000365969 0.000101209 -0.00014144 -0.000534177 -0.000953682 -0.00309392 -0.00652308 -0.000617569 -0.00127479 -0.000665434 0.0014507 -0.00219512 -0.000585366 0.000706849 -0.000472973 -0.00197619 -0.00368696 0.00175294 -0.00116239 -0.00233708 0.000461539 0.00144176 -0.00149057 -0.000941176 0.000335664 0.00013198 -0.0011871 0.000907692 0.00243582 0.001
internal_weight=2961 2637 2308 1579 1306 180 64 1126 695 540 273 245 112 729 285 157 114 329 116 88 431 444 211 186 142 393 144 249 324 107
internal_count=2961 2637 2308 1579 1306 180 64 1126 695 540 273 245 112 729 285 157 114 329 116 88 431 444 211 186 142 393 144 249 324 107
cat_boundaries=0 17 46 48 49 51 53 54 55 58
cat_threshold=1 128 33816576 0 0 10240 0 268443648 0 0 0 2097152 16 268435456 67108864 0 1073745936 1342177280 2056 0 0 65536 1 0 0 0 32768 0 131076 8192 0 0 0 0 0 0 10240 0 0 0 8 0 0 0 0 524288 1073741825 16388 16952384 17867008 32 239616 32 2 204 16416 2147483648 524288
is_linear=0
shrinkage=0.04


Tree=644
num_leaves=31
num_cat=10
split_feature=8 3 15 12 3 2 2 2 0 2 2 6 0 12 3 4 1 8 2 0 9 2 12 2 2 9 0 2 12 0
split_gain=0.769102 0.547444 0.5132 0.607793 0.522223 0.447966 1.03468 0.35164 0.514897 0.389309 0.349456 0.433453 0.504846 0.408797 0.366488 0.386407 0.530138 0.37092 0.355763 0.316019 0.297861 0.50288 0.332119 0.292188 0.373817 0.291983 0.388932 0.47177 0.293639 0.270489
threshold=0 2005.5000000000002 1 2 2017.5000000000002 9.5000000000000018 4.5000000000000009 43.500000000000007 27.250000000000004 60.500000000000007 37.500000000000007 3 42.960000000000008 4 2010.5000000000002 6050.0000000000009 5.5000000000000009 5 9.5000000000000018 37.250000000000007 6 27.500000000000004 7 13.500000000000002 16.500000000000004 8 42.960000000000008 253.50000000000003 9 24.500000000000004
decision_type=9 8 9 9 10 8 10 10 10 10 10 9 10 9 10 8 10 9 10 10 9 10 9 8 10 9 10 10 9 10
left_child=1 -1 -3 7 5 6 29 -4 9 -9 11 12 19 -13 15 18 17 -17 -15 -2 -19 22 23 -22 -25 26 27 -12 -27 -5
right_child=10 2 3 4 -6 -7 -8 8 -10 -11 25 13 -14 14 -16 16 -18 20 -20 -21 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-6.9456590576628586e-06 -3.0894591390961221e-06 1.7451495533328097e-06 -4.1979773192140913e-07 -1.9903733395665312e-07 -1.4422738313229235e-05 9.4208785853497802e-07 -0.00010862050321199753 -2.3602793833298409e-06 -1.7679859881952922e-05 1.6951833714474446e-07 -5.0044521553643674e-05 5.345254291597712e-06 -5.9365197523615823e-05 4.5915821455207882e-06 -1.9388051678820994e-05 2.6257304103631521e-05 0.00037559737142863137 3.4885244790886781e-06 -1.2567100054473899e-05 0.0014929652283853304 9.2277883494462703e-06 -0.00024793075991635407 3.4192893951329433e-06 -1.1798831214706096e-05 -1.0190814855459203e-05 2.1021585945933072e-07 5.9307131826456679e-05 0.00013999808192753156 6.5623368461482891e-06 3.0008909697988381e-05
leaf_weight=51 34 103 275 29 26 347 30 41 43 56 57 340 39 29 110 105 56 113 26 172 49 26 176 36 38 103 27 29 348 30
leaf_count=51 34 103 275 29 26 347 30 41 43 56 57 340 39 29 110 105 56 113 26 172 49 26 176 36 38 103 27 29 348 30
internal_value=0.000344992 -0.000533589 -0.000326198 -0.000644144 0.00035518 0.000695652 -0.00182222 -0.00173709 -0.00340426 -0.0017551 0.000817048 0.000471111 0.00195313 0.000121973 -0.000392258 -3.66411e-05 0.00026 -0.000125 -0.00321429 0.00282126 -0.000641425 -0.00125 -0.000813333 -0.00229851 -0.00405333 0.00165664 -0.000225806 -0.00156322 0.00208658 0.00126667
internal_weight=2944 1031 980 877 462 436 89 415 140 97 1913 1349 245 1104 764 654 599 543 55 206 438 325 299 123 74 564 113 86 451 59
internal_count=2944 1031 980 877 462 436 89 415 140 97 1913 1349 245 1104 764 654 599 543 55 206 438 325 299 123 74 564 113 86 451 59
cat_boundaries=0 30 31 33 34 36 50 52 53 55 57
cat_threshold=1342177296 2052 4 0 2147483648 0 0 0 0 0 0 0 2048 0 0 4096 0 0 33554432 2 2147483776 0 20971520 8 0 16384 64 0 0 4096 10485760 1099072 32 80 1147904 2 0 0 0 0 0 0 262144 0 0 0 0 0 8192 512 0 20640 26944 256 24704 65536 34
is_linear=0
shrinkage=0.04


Tree=645
num_leaves=31
num_cat=8
split_feature=7 7 10 0 3 4 4 2 7 4 0 2 3 2 2 3 3 15 6 2 0 3 2 3 2 6 2 4 4 11
split_gain=1.12465 0.584134 0.426175 0.385997 0.681099 0.44704 0.444486 0.431718 0.367197 0.291824 0.281379 0.276332 0.249184 0.217893 0.311333 0.214277 0.491839 0.31923 0.290163 0.507229 0.272784 0.256988 0.318615 0.342639 0.2065 0.202392 0.201506 0.200368 0.254827 0.235615
threshold=0 1 2 40.250000000000007 2015.5000000000002 20046740000.000004 13004860000.000002 15.500000000000002 3 1972110000.0000002 23.500000000000004 13.500000000000002 2020.5000000000002 75.500000000000014 45.500000000000007 2010.5000000000002 2013.5000000000002 4 5 28.500000000000004 35.600000000000009 2005.5000000000002 14.500000000000002 1998.5000000000002 23.500000000000004 6 33.500000000000007 260.00000000000006 6050.0000000000009 7
decision_type=9 9 9 10 8 8 8 8 9 10 10 10 10 10 8 8 8 9 9 10 8 10 10 10 10 9 8 8 8 9
left_child=8 -2 24 6 -5 7 -4 -6 27 -9 -10 -7 15 14 -12 21 -17 25 26 20 -20 22 -8 -24 -3 -18 -19 -1 -29 -30
right_child=1 2 3 4 5 11 12 9 10 -11 13 -13 -14 -15 -16 16 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=1.7110544299307331e-06 2.670862800529251e-05 0.00093517155359258697 1.4099772040329138e-05 -3.6383613104978144e-05 1.0918229649999549e-05 -5.0228578616560187e-07 0.00098545438405773958 -0.00014933757996903762 4.3103083634800305e-06 -0.00011567888079637743 -4.8304148225300869e-06 5.9905161006310352e-05 8.4306060140011137e-05 -9.337126338618761e-08 -4.0333195341027848e-06 -0.00014037091940869012 0.00020192434780862692 -9.6312422970479923e-07 -9.4855054288880343e-05 -0.00016254417707780501 9.0013127219172771e-05 7.0578148509521955e-05 2.6579008543690377e-05 -2.2488407224679168e-05 6.6334397163423067e-06 2.3130681859183033e-07 2.484968228800562e-05 -3.0560524610170614e-06 4.5692596658450258e-07 -2.2450805373895236e-07
leaf_weight=32 104 111 174 30 39 122 33 29 46 32 106 72 31 44 27 31 127 121 29 29 77 50 42 53 78 236 65 29 330 609
leaf_count=32 104 111 174 30 39 122 33 29 46 32 106 72 31 44 27 31 127 121 29 29 77 50 42 53 78 236 65 29 330 609
internal_value=0.000187819 0.000845887 0.00064365 0.000396371 -0.000812308 -0.000216949 0.000757052 -0.00237624 -0.000735818 -0.00445161 -0.00217094 0.000902564 0.000406487 -0.00298876 -0.00379104 0.000281879 -2.79328e-05 0.00019854 -0.000710843 -0.00205479 -0.000897196 0.00151955 0.00055814 -0.000625 0.00238 0.000994653 0.000324873 -0.000395648 -0.000503612 -0.000387234
internal_weight=2938 1715 1611 1422 324 294 1098 100 1223 61 223 194 924 177 133 893 715 684 321 135 106 178 128 95 189 363 186 1000 968 939
internal_count=2938 1715 1611 1422 324 294 1098 100 1223 61 223 194 924 177 133 893 715 684 321 135 106 178 128 95 189 363 186 1000 968 939
cat_boundaries=0 18 35 36 48 49 50 51 53
cat_threshold=131074 128 0 2621956 65536 8192 131072 805437440 33622016 8224 0 384 0 0 0 32 128 128 0 268435456 8192 0 0 64 0 8192 0 0 32800 0 0 0 0 0 1073741824 33 2 0 0 4 65536 0 131072 131072 33622016 8224 0 384 69206016 392 6 32772 1024
is_linear=0
shrinkage=0.04


Tree=646
num_leaves=31
num_cat=12
split_feature=9 9 5 12 2 4 6 2 2 16 12 9 4 2 2 17 12 1 11 2 2 5 4 2 13 2 2 2 2 6
split_gain=0.609469 0.311624 0.739637 0.437597 0.386936 0.400407 0.348004 0.564093 0.435211 0.507516 0.332183 0.269158 0.401661 0.730791 0.501409 0.403941 0.392317 0.466879 0.331194 0.496613 0.6834 0.26603 0.25167 0.246153 0.439861 0.224967 0.215962 0.209624 0.434887 0.37115
threshold=0 1 2.5000000000000004 2 1025.0000000000002 16829230000.000002 3 6.5000000000000009 4.5000000000000009 4 5 6 293.00000000000006 29.500000000000004 20.500000000000004 7 8 3.5000000000000004 9 28.500000000000004 52.500000000000007 4.5000000000000009 4050.0000000000005 129.50000000000003 10 8.5000000000000018 58.500000000000007 15.500000000000002 7.5000000000000009 11
decision_type=9 9 8 9 8 8 9 10 8 1 9 9 10 10 8 9 9 8 9 10 10 8 8 10 9 8 10 8 10 9
left_child=25 2 -2 11 5 -4 7 8 9 -5 22 18 15 14 -14 -13 23 -18 19 -3 -21 -8 -9 24 -17 -1 -12 28 -19 -29
right_child=1 3 4 6 -6 -7 21 10 -10 -11 26 12 13 -15 -16 16 17 27 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.4693146908241047e-06 -1.1733188989632386e-05 7.1977290403802009e-06 -5.9868875777984946e-05 0.00044204615633050082 2.316309606753487e-05 3.2574431353999429e-06 -5.6983357166057512e-05 -4.1309918078638388e-05 -5.6422584222206429e-05 -2.7223837011270591e-07 5.5918000509135354e-07 -7.2434002621579575e-06 -3.0628983224595402e-05 1.0815678162215737e-05 -0.00024928966541227083 -1.0105831612381373e-06 -5.3319741512294342e-07 5.0883480110638077e-06 9.6592787945925334e-06 -0.00016507773791165796 7.7504188589284124e-06 1.3147469605939077e-05 8.6556217289056368e-07 -1.1355851303771202e-05 3.366378202445605e-07 2.8996943776541776e-05 -6.6082258913950186e-07 2.4526911995927937e-05 -3.2432671195145155e-06 1.9047304197556665e-07
leaf_weight=47 36 158 39 34 58 28 33 25 45 28 128 108 42 42 29 173 34 111 130 30 34 416 242 32 172 150 74 114 112 224
leaf_count=47 36 158 39 34 58 28 33 25 45 28 128 108 42 42 29 173 34 111 130 30 34 416 242 32 172 150 74 114 112 224
internal_value=-3.00442e-05 -0.000188184 -0.00183721 -7.74892e-05 -0.00047619 -0.00252941 0.000559846 -9.54002e-05 -0.0027037 -0.000507936 0.000502128 -0.000501285 -0.000787375 -0.00305263 -0.0055 -0.000555041 -0.000276704 0.000363036 0.00046281 -0.000480687 -0.00344615 0.00138261 0.00139568 -0.00126804 -0.000982659 0.00205769 -0.000713615 0.000647687 -0.000303571 0.00127434
internal_weight=2928 2731 161 2570 125 67 1025 576 107 62 469 1545 1193 113 71 1080 972 595 352 222 64 449 267 377 345 197 202 561 223 338
internal_count=2928 2731 161 2570 125 67 1025 576 107 62 469 1545 1193 113 71 1080 972 595 352 222 64 449 267 377 345 197 202 561 223 338
cat_boundaries=0 2 4 6 7 8 9 11 12 14 15 16 17
cat_threshold=1075970049 32 256 8192 1138722 34 328 2 67143744 0 4228 19 1064960 34 32772 2 386
is_linear=0
shrinkage=0.04


Tree=647
num_leaves=31
num_cat=11
split_feature=7 12 3 8 12 0 2 2 17 9 3 7 9 2 4 3 1 7 2 0 2 2 2 0 3 13 0 2 12 2
split_gain=2.05314 1.42624 1.21665 0.818324 0.837538 0.519282 0.591208 0.401149 0.392808 0.448214 0.452857 0.399479 0.434512 0.368514 0.345666 0.334709 0.319238 0.290509 0.337615 0.261659 0.257187 0.253477 0.259701 0.363046 0.216194 0.261862 0.207835 0.171689 0.169325 0.338707
threshold=0 1 1998.5000000000002 2 3 42.710000000000008 78.500000000000014 12.500000000000002 4 5 2002.5000000000002 6 7 12.500000000000002 5965.0000000000009 2014.5000000000002 5.5000000000000009 8 19.500000000000004 32.500000000000007 83.500000000000014 41.500000000000007 59.500000000000007 23.500000000000004 1996.5000000000002 9 39.07500000000001 5.5000000000000009 10 43.500000000000007
decision_type=9 9 10 9 9 10 8 10 9 9 10 9 9 10 8 10 10 9 8 10 10 10 10 10 10 9 10 10 9 10
left_child=1 13 5 15 21 6 7 -3 9 10 -6 -10 -13 -1 -11 17 -14 18 -2 -15 -20 24 -23 -24 25 27 -27 -5 29 -19
right_child=3 2 -4 4 8 -7 -8 -9 11 14 -12 12 16 19 -16 -17 -18 28 20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00010543145573891117 1.0846753432981087e-05 -4.2963022199144366e-05 1.9249911452871511e-06 -0.00011445939261805258 2.9001748340876085e-05 -1.0672017516224784e-06 -6.2884217293860276e-05 -8.4093784690421086e-06 7.8571926708753474e-06 6.6706207769570593e-06 -0.00018177917228434274 5.0152254924902578e-08 8.8714534494348681e-06 9.5412768901639113e-06 -1.9941958782932755e-05 -4.880002961666002e-07 -1.2814840681562683e-05 7.7585263694290711e-06 -1.4345466129573083e-06 -9.7117767964843148e-06 5.8558586486070872e-06 1.1809101566253109e-05 -1.6769283884387671e-06 4.6349073094402746e-06 -6.0177797510249744e-05 5.4436706518053314e-06 -5.4502591546341663e-05 -6.0914975821064671e-07 9.224986313267191e-06 -5.769446723745606e-07
leaf_weight=38 31 41 58 32 88 27 27 54 108 27 25 842 207 36 88 50 37 157 98 47 29 34 38 69 50 60 52 70 333 60
leaf_count=38 31 41 58 32 88 27 27 54 108 27 25 842 207 36 88 50 37 157 98 47 29 34 38 69 50 60 52 70 333 60
internal_value=7.27524e-05 -0.00285546 -0.00482569 0.000454546 -6.52869e-06 -0.00696 -0.00806504 -0.00645833 0.000452198 -0.00103766 0.000741936 0.000743569 0.000495898 0.000636364 -0.00269841 0.00155007 0.0019451 0.00179408 0.000189349 -0.000809524 -0.00071875 -0.00158654 -0.000253521 -0.00122222 -0.00235472 -0.00178605 -0.000260162 -0.00311504 0.00221034 0.00117544
internal_weight=2913 328 207 2585 1827 149 122 95 1422 228 113 1194 1086 121 115 758 244 708 158 83 127 405 141 107 264 214 112 102 550 217
internal_count=2913 328 207 2585 1827 149 122 95 1422 228 113 1194 1086 121 115 758 244 708 158 83 127 405 141 107 264 214 112 102 550 217
cat_boundaries=0 18 20 47 49 50 52 69 71 85 86 88
cat_threshold=131075 145 0 524800 524288 64 33554432 805306368 0 0 0 0 0 0 67108864 32 128 128 1081408 32 0 2060 4 0 2147549184 1 0 0 1 32768 0 4 8192 1049088 0 4096 0 0 4096 8192 384 0 4194304 0 0 0 64 83894272 32 40 0 26624 0 0 67108864 0 0 0 0 0 2048 8224 0 0 0 0 0 0 16 0 26672 0 0 0 0 32 0 0 131072 0 16 8192 128 0 268435456 2 68198464 32
is_linear=0
shrinkage=0.04


Tree=648
num_leaves=31
num_cat=9
split_feature=9 5 4 14 12 2 17 4 0 4 12 0 2 2 6 6 0 5 4 2 2 3 4 6 2 2 2 2 2 9
split_gain=0.532938 0.539006 0.445632 0.425689 0.389277 0.38716 0.339032 0.50836 0.450078 0.429921 0.348449 0.69509 0.334953 0.306528 0.362888 0.28225 0.591064 0.400846 0.461766 0.434911 0.690998 0.404825 0.259002 0.258108 0.852087 0.587507 0.255312 0.233967 0.233259 0.262797
threshold=0 2.5000000000000004 353375000.00000006 1 2 9.5000000000000018 3 19000.000000000004 52.740000000000002 1642125000.0000002 4 10.500000000000002 29.500000000000004 11.500000000000002 5 6 32.500000000000007 1.5000000000000002 141.00000000000003 35.500000000000007 68.500000000000014 2017.5000000000002 313.50000000000006 7 5.5000000000000009 39.500000000000007 8.5000000000000018 1.0000000180025095e-35 182.50000000000003 8
decision_type=9 8 10 9 9 10 9 10 10 10 9 10 10 10 9 9 10 10 10 10 10 8 10 9 10 10 10 10 10 9
left_child=1 -1 27 -2 5 -5 9 8 10 -6 13 -12 -4 14 26 28 -17 18 19 21 -21 -18 23 24 -13 -26 -8 -3 29 -15
right_child=3 2 12 4 6 -7 7 -9 -10 -11 11 22 -14 15 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.4011883112490525e-05 0.0015878470569044554 -2.5329154676795211e-05 2.2447125343744849e-06 -1.732120738751064e-07 -1.049393330722361e-05 1.5614276318432094e-06 -1.9402612063585417e-05 1.2054189454760514e-05 -1.1144521322599016e-05 -0.00015084262028865707 -1.8715245025104224e-06 -0.0001093934308996246 -0.00013490990875570207 1.0974727316385577e-05 4.1131550109995013e-06 1.7928214950529471e-05 -5.4738917088529571e-05 -2.2396294223788528e-06 7.625377784130496e-05 6.311285433557407e-06 -9.3011868422053067e-06 -3.4941748357315451e-05 2.2664955724623487e-05 -7.4457090790045416e-08 5.5119692510380439e-05 -2.0959619483437729e-05 0.00059161215435811997 0.0002511978052143398 1.5333904038991075e-06 -8.0047876853820014e-08
leaf_weight=43 114 42 33 79 94 223 106 97 37 25 34 43 25 117 328 59 52 48 26 46 61 88 34 429 69 25 29 29 28 449
leaf_count=43 114 42 33 79 94 223 106 97 37 25 34 43 25 117 328 59 52 48 26 46 61 88 34 429 69 25 29 29 28 449
internal_value=-5.21797e-05 -0.00214208 -0.000953846 8.72411e-05 -2.12361e-05 0.00130351 -0.000198715 -8.12273e-05 -0.000212423 -0.00218462 -0.000133204 -0.000905426 -0.00352542 0.000212707 0.00106034 -0.000188718 -0.00102302 -0.00172671 -0.00112409 -0.00166129 0.000259259 -0.00312057 -0.000599002 -0.000804233 -0.00224324 -0.000252631 -0.000684931 0.00116667 0.000357025 0.000183422
internal_weight=2912 172 129 2740 2626 302 2324 2205 2108 119 2071 634 58 1437 463 974 380 321 273 247 107 140 600 566 137 94 135 71 594 566
internal_count=2912 172 129 2740 2626 302 2324 2205 2108 119 2071 634 58 1437 463 974 380 321 273 247 107 140 600 566 137 94 135 71 594 566
cat_boundaries=0 2 3 4 5 7 8 9 10 12
cat_threshold=262400 8192 131200 1181696 33 90434 32 82 30 336 0 20612
is_linear=0
shrinkage=0.04


Tree=649
num_leaves=31
num_cat=12
split_feature=7 9 8 7 6 0 1 12 12 7 4 4 5 0 8 4 7 12 3 0 5 0 3 5 0 12 0 3 3 3
split_gain=1.50885 1.23214 1.03466 0.898525 0.540294 0.825277 0.519664 0.493191 0.467096 0.431903 0.430152 0.402854 0.363107 0.35484 0.343258 0.335669 0.330412 0.300342 0.295804 0.292834 0.26074 0.260505 0.244906 0.23894 0.297115 0.409363 0.234731 0.234305 0.232037 0.222401
threshold=0 1 2 3 4 24.500000000000004 5.5000000000000009 5 6 7 6670500000.000001 539925000.00000012 1.5000000000000002 40.250000000000007 8 9300.0000000000018 9 10 2014.5000000000002 38.20000000000001 2.5000000000000004 42.250000000000007 2022.5000000000002 2.5000000000000004 38.20000000000001 11 42.710000000000008 2004.5000000000002 2021.5000000000002 2008.5000000000002
decision_type=9 9 9 9 9 10 8 9 9 9 8 8 8 10 9 10 9 9 10 10 8 10 8 8 10 9 10 10 8 8
left_child=1 6 8 18 9 -6 -1 -7 11 10 -5 -2 -11 -12 -10 23 -13 21 20 -8 -4 28 -16 -9 -25 29 -3 -27 -14 -26
right_child=2 26 3 4 5 7 19 15 14 12 13 16 17 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-4.7288265587257323e-06 1.3511687548667334e-05 9.9971110119576213e-06 5.4344782959615484e-07 -6.2914299581474646e-05 -2.6819867498791096e-05 0.0001862592600492756 -2.411107444206187e-05 0.00035358938627777519 -1.4636776796965233e-06 -4.5942782590457646e-06 -4.2757552096139258e-07 -5.9428012128384742e-08 -7.4899062920068667e-05 1.2495504972272757e-05 1.4313759634583724e-05 -6.3268847813858592e-05 -1.9876624339842265e-06 1.5298112419735886e-05 -1.5597084186649051e-06 -6.7023029295583075e-05 2.0922800195160588e-05 -8.2689144594496025e-05 6.4849253970365489e-08 0.00052397467386574388 -0.00033225773963659565 -6.6005541712432767e-05 -1.2780887505504953e-06 -3.2346731812994032e-05 1.8777734238083043e-05 7.4677414760909228e-05
leaf_weight=146 30 83 40 25 28 134 36 43 108 79 172 128 25 32 35 25 254 507 32 30 293 26 288 62 30 102 25 36 66 78
leaf_count=146 30 83 40 25 28 134 36 43 108 79 172 128 25 32 35 25 254 507 32 30 293 26 288 62 30 102 25 36 66 78
internal_value=1.06704e-05 -0.00253776 0.000324284 0.000855905 0.000405132 -0.00059745 -0.00426906 -0.000234834 -0.00082904 0.000984093 -0.000516667 -0.00177778 0.00147339 7.80489e-05 9.95477e-05 -0.000971576 -0.00217232 0.0018176 0.00260638 -0.00740298 0.00302994 -9.37499e-05 0.000754491 -0.000670454 -0.00106149 -0.00168421 0.000941177 -0.00300671 0.000913044 0.000268908
internal_weight=2998 320 2678 1835 1470 538 212 510 843 932 229 412 703 204 431 376 382 624 365 66 333 117 323 351 308 246 108 138 91 108
internal_count=2998 320 2678 1835 1470 538 212 510 843 932 229 412 703 204 431 376 382 624 365 66 333 117 323 351 308 246 108 138 91 108
cat_boundaries=0 18 20 50 68 69 70 72 86 116 124 125 126
cat_threshold=268566529 128 1174405120 2621440 0 0 0 272629760 0 0 0 256 0 0 67108864 32 128 128 0 26624 1342177296 1050636 4 0 0 0 0 0 0 0 0 33556480 2048 0 0 0 0 0 4096 0 128 524288 16777216 0 0 32768 64 0 0 4096 2 0 1048576 8196 0 0 0 8192 67584 1072 0 0 67108992 0 0 0 1073741840 256 394 18025472 27682 32 0 0 0 0 0 0 131072 537001984 33554432 0 8224 128 0 268435456 16 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 0 4096 0 0 0 4 0 0 0 131072 16851200 66
is_linear=0
shrinkage=0.04


Tree=650
num_leaves=31
num_cat=8
split_feature=8 9 2 2 1 11 8 2 2 8 1 15 3 2 2 2 2 9 2 2 2 4 2 2 2 2 2 6 3 3
split_gain=0.718614 0.54845 0.46661 0.631447 0.910743 0.436294 0.424861 0.925217 0.416616 0.309786 0.775236 0.624675 0.321545 0.312639 0.368344 0.298481 0.294287 0.281002 0.860283 0.815708 0.348905 0.273181 0.267 0.266487 0.260176 0.258889 0.251403 0.248266 0.414606 0.245584
threshold=0 1 220.50000000000003 108.50000000000001 5.5000000000000009 2 3 35.500000000000007 14.500000000000002 4 1.5000000000000002 5 1999.5000000000002 38.500000000000007 11.500000000000002 46.500000000000007 75.500000000000014 6 21.500000000000004 7.5000000000000009 42.500000000000007 29019565000.000004 5.5000000000000009 14.500000000000002 13.500000000000002 8.5000000000000018 3.5000000000000004 7 2004.5000000000002 2004.5000000000002
decision_type=9 9 10 10 8 9 9 10 10 9 10 9 10 10 10 10 10 9 10 10 10 8 8 8 10 8 10 9 8 8
left_child=24 22 3 5 -5 6 7 8 -3 10 21 12 13 14 26 -15 17 18 19 -8 27 -7 -2 -13 25 -1 -12 28 -19 -29
right_child=1 2 -4 4 -6 9 16 -9 -10 -11 11 23 -14 15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=2.5224189619386559e-05 -0.00018399451168275529 -3.802804373490188e-06 4.3466254847335878e-06 -1.1198849037381628e-06 -7.3907132010064876e-05 -1.1567136483023933e-05 3.2727695109669774e-06 -4.5723894944953278e-06 2.0376654464640725e-05 8.4845404684364054e-07 -3.8408661168762133e-07 -1.5403937421569024e-05 6.0920077920746488e-06 6.3133355614043813e-07 -4.3372042501809178e-07 -4.3861238884373661e-08 4.9231625458036781e-06 -2.9507136676551706e-05 2.4571671428314852e-06 -1.5525424291805037e-05 -2.9922942941771794e-06 -1.8655514409543743e-05 7.4495278222006764e-06 3.8660124534271774e-06 2.303851678601595e-05 -9.2917868596103342e-06 3.9400923423261925e-06 4.9355799532254318e-05 -6.158146800053446e-06 5.8541174631443481e-07
leaf_weight=58 29 46 175 77 33 26 42 28 27 791 45 30 32 38 121 133 46 28 53 82 79 30 129 113 100 53 29 30 157 289
leaf_count=58 29 46 175 77 33 26 42 28 27 791 45 30 32 38 121 133 46 28 53 82 79 30 129 113 100 53 29 30 157 289
internal_value=-0.000191186 -0.000366679 -0.000509456 -0.000656691 -0.0036036 -0.000513937 -0.00118954 -0.00353571 -0.00145946 -6.29019e-05 -0.000743421 -0.000287823 -0.00109535 -0.00146049 -0.00255102 -0.000209302 -0.000851897 -0.00105125 -0.00240426 -0.004352 -0.000585858 -0.00519298 0.00184615 0.0018961 0.002 0.00075 -0.00032 -0.00020594 -0.00132653 0.000472727
internal_weight=2949 2738 2580 2405 110 2295 907 101 73 1388 597 541 398 366 195 171 806 760 177 124 583 56 158 143 211 111 74 504 185 319
internal_count=2949 2738 2580 2405 110 2295 907 101 73 1388 597 541 398 366 195 171 806 760 177 124 583 56 158 143 211 111 74 504 185 319
cat_boundaries=0 26 28 29 58 81 82 84 85
cat_threshold=0 2048 0 0 2147483648 0 0 0 1 32768 0 4 0 1048576 0 0 0 0 0 8192 0 0 0 0 0 16384 1073872897 128 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 384 0 4194304 8 0 0 0 0 524288 0 4 0 0 0 0 262144 0 0 0 0 0 8192 512 0 0 0 0 0 0 2147483904 0 16777216 2215641088 0 4100 132
is_linear=0
shrinkage=0.04


Tree=651
num_leaves=31
num_cat=12
split_feature=7 8 5 2 12 7 12 9 6 1 2 2 8 2 12 2 12 2 2 4 9 2 2 2 2 6 1 2 2 2
split_gain=1.00938 0.880722 0.468076 0.536603 0.481239 0.386511 0.543152 0.429886 0.771367 0.550352 1.10057 0.655039 0.621548 0.448895 0.355421 0.317394 0.310191 0.275843 0.271583 0.329624 0.258958 0.480685 0.240828 0.253688 0.244418 0.240102 0.238134 0.235296 0.227528 0.456109
threshold=0 1 4.5000000000000009 76.500000000000014 2 3 4 5 6 5.5000000000000009 16.500000000000004 9.5000000000000018 7 220.50000000000003 8 70.500000000000014 9 1.5000000000000002 3550.0000000000005 2560040000.0000005 10 10.500000000000002 51.500000000000007 11.500000000000002 17.500000000000004 11 1.0000000180025095e-35 90.500000000000014 20.500000000000004 44.500000000000007
decision_type=9 9 8 8 9 9 9 9 9 8 8 8 9 8 9 8 9 10 8 8 9 10 8 10 10 9 10 8 10 10
left_child=16 20 3 28 26 6 -6 9 27 11 -11 17 -13 -12 15 -14 -1 -7 19 -18 -2 -22 23 -10 -25 -21 -4 -9 -3 -30
right_child=1 2 4 -5 5 7 -8 8 22 10 13 12 14 -15 -16 -17 18 -19 -20 25 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=5.5504367719727642e-05 1.6304002073085869e-06 -4.7956679029869047e-06 -7.6155340319239669e-06 -6.7509790160311307e-05 -1.4266652674500851e-06 -1.0629994133130962e-05 9.0808008626946713e-07 4.7968900255128811e-05 -2.9672247928729186e-06 5.2563287186676697e-06 -5.2291557746199524e-05 -7.6473285586816189e-07 -9.2486887469283334e-07 -1.5130783356092601e-05 1.1431128579428757e-05 6.0196506219611298e-05 -4.7402055648751106e-06 -3.0281087770221281e-05 -2.1175179691413604e-05 3.0700633972448198e-06 -0.00012468073838378478 7.9558878369455885e-06 8.9380857704371866e-06 -0.00020018701140956237 -0.00015601181511289619 0.00088126457340246135 6.5634419529008039e-07 1.0548505599056974e-05 1.6268565567086945e-05 -2.3002383443896379e-06
leaf_weight=102 313 140 29 27 117 29 130 97 69 55 75 162 131 48 128 48 44 129 81 114 57 63 32 29 40 105 437 25 40 25
leaf_count=102 313 140 29 27 117 29 130 97 69 55 75 162 131 48 128 48 44 129 81 114 57 63 32 29 40 105 437 25 40 25
internal_value=-1.23202e-05 -0.000329847 -0.000678032 -0.0023691 -0.000463832 -0.00084428 0.000573644 -0.00116606 0.000158416 -0.00164216 -0.00362011 -0.00110191 -0.000348936 -0.00570968 0.000716981 -0.000442105 0.00171554 -0.00332075 0.00105916 0.00171212 0.00128829 -0.000305343 -0.00154696 -0.00235971 -0.00405714 0.00234545 0.000637317 0.00246617 -0.00165049 0.00030303
internal_weight=2921 2475 2042 232 1810 1344 247 1097 292 805 178 627 469 123 307 179 446 158 344 263 433 120 170 138 69 219 466 122 205 65
internal_count=2921 2475 2042 232 1810 1344 247 1097 292 805 178 627 469 123 307 179 446 158 344 263 433 120 170 138 69 219 466 122 205 65
cat_boundaries=0 18 45 46 57 59 61 62 85 86 87 89 90
cat_threshold=268435456 129 1073750016 8192 0 0 0 8192 33554432 134217776 32800 128 335544336 0 0 0 4112 256 1073741824 2052 0 0 1073750016 1 0 2147483648 0 32768 0 4 0 1048576 0 4096 0 0 0 0 128 0 4194304 0 0 16384 68 1051968 0 0 67108864 2048 0 0 0 131072 2048 0 8192 67248128 32 0 26640 152 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 256 0 16777216 16875522 114944 0 18564 260
is_linear=0
shrinkage=0.04


Tree=652
num_leaves=31
num_cat=9
split_feature=7 8 5 4 8 7 12 11 14 2 9 2 2 2 2 4 4 2 2 2 2 0 0 2 9 2 0 2 2 2
split_gain=1.21791 0.727267 0.616976 0.467853 0.512688 0.454598 0.4432 0.542133 0.474917 0.761736 0.424105 0.407521 0.353354 0.397379 0.321953 0.38956 0.264671 0.248828 0.234263 0.304943 0.232084 0.218368 0.217419 0.267332 0.193552 0.417686 0.360009 0.247319 0.243326 0.892662
threshold=0 1 1.5000000000000002 539925000.00000012 2 3 4 5 6 4.5000000000000009 7 20.500000000000004 11.500000000000002 17.500000000000004 14.500000000000002 6670500000.000001 45.000000000000007 23.500000000000004 44.500000000000007 8.5000000000000018 11.500000000000002 39.07500000000001 35.850000000000009 88.500000000000014 8 64.500000000000014 22.750000000000004 35.500000000000007 65.500000000000014 48.500000000000007
decision_type=9 9 10 8 9 9 9 9 9 8 9 10 10 10 8 8 10 10 10 10 10 10 10 10 9 8 8 8 10 8
left_child=2 10 11 22 18 -6 7 12 9 -9 -2 -1 -7 -14 -8 -16 17 -12 19 -5 21 -10 -3 -24 25 -17 28 -28 29 -26
right_child=1 3 -4 4 5 6 14 8 20 -11 16 -13 13 -15 15 24 -18 -19 -20 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-3.3933828804122956e-05 7.8851919628565652e-06 6.6524896999824585e-06 -1.6292736512425632e-05 -8.7368797589391628e-06 4.0408958932924626e-05 -7.0722276677826973e-07 5.1438949438478537e-06 -1.6634811075802398e-07 2.0928331071735067e-05 9.5671001534662695e-07 -9.6704464118275131e-05 8.3128786385182314e-07 -3.849741763842829e-05 -1.8021113740951057e-06 -6.0338306969817557e-05 7.0689802214342193e-06 -4.3070425404535126e-06 9.2411995782474832e-06 -1.3555372051602644e-05 9.6088147469284533e-07 -1.9022564889449967e-06 -9.6949920110800864e-06 9.0385140675543327e-07 -4.8032989312296198e-05 -2.7733295490171801e-08 -4.212193176147301e-05 5.092041042422188e-07 8.5279432993773995e-06 9.7442651210144506e-08 -9.3826912014186e-06
leaf_weight=192 325 56 26 26 113 106 314 32 39 229 55 131 49 122 27 70 25 42 32 44 76 53 131 32 119 48 125 210 70 35
leaf_count=192 325 56 26 26 113 106 314 32 39 229 55 131 49 122 27 70 25 42 32 44 76 53 131 32 119 48 125 210 70 35
internal_value=5.95602e-05 0.000359327 -0.00212222 5.16368e-05 -0.000146392 1.51517e-05 -0.000152161 -0.000914923 -9.09076e-06 0.00104412 0.00180786 -0.00169136 -0.00226389 -0.00346512 0.000380953 -9.078e-05 -0.000240601 0.000693878 -0.00276106 -0.00169014 -0.00160894 -0.000344086 0.0018 0.00104878 0.000100295 -0.00130233 0.000414035 0.00125 -0.000817778 -0.00170323
internal_weight=2954 2605 349 2158 1939 1837 1724 706 429 261 447 323 277 171 1018 704 122 97 102 70 168 92 219 163 677 118 559 335 224 154
internal_count=2954 2605 349 2158 1939 1837 1724 706 429 261 447 323 277 171 1018 704 122 97 102 70 168 92 219 163 677 118 559 335 224 154
cat_boundaries=0 18 47 68 85 87 89 90 92 94
cat_threshold=16384 128 570425344 2629632 524320 134217728 33554432 809500672 0 134217728 0 128 0 0 0 32 0 128 0 4 4 0 2147549184 1 0 2147483648 0 0 0 2052 8192 0 0 4096 0 0 0 8192 0 0 4194304 0 0 268451840 64 0 524288 1073741824 8 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 33558528 0 2147483648 131072 0 0 2048 0 0 0 0 0 8224 0 0 0 0 0 0 1073741840 84002848 2 16388 2147483648 8320 0 22528 0 8340
is_linear=0
shrinkage=0.04


Tree=653
num_leaves=31
num_cat=9
split_feature=7 12 8 2 8 3 0 2 2 6 12 2 4 12 7 12 0 0 2 0 2 0 3 1 3 3 4 0 2 2
split_gain=1.33713 1.00084 0.860904 0.680815 0.520273 0.536341 0.519965 0.608117 0.500595 0.403094 0.45613 0.716746 0.386468 0.398937 0.397913 0.372118 0.82406 0.372309 0.358877 0.348014 0.342967 0.417681 0.332507 0.33032 0.326623 0.321898 0.548969 0.315717 0.81198 0.439387
threshold=0 1 2 63.500000000000007 3 1983.0000000000002 22.250000000000004 35.500000000000007 9.5000000000000018 4 5 28.500000000000004 1188.0000000000002 6 7 8 18.500000000000004 42.710000000000008 3.5000000000000004 40.250000000000007 6.5000000000000009 38.57500000000001 2010.5000000000002 3.5000000000000004 2006.5000000000002 2001.5000000000002 86.000000000000014 35.850000000000009 27.500000000000004 20.500000000000004
decision_type=9 9 9 8 9 10 10 8 10 9 9 10 8 9 9 9 10 10 10 10 8 10 8 10 8 10 10 10 8 10
left_child=1 3 15 -1 5 18 -3 8 -8 12 -11 19 -6 14 27 16 -2 -18 -4 22 21 -16 -12 -15 -25 26 -13 29 -29 -14
right_child=2 6 4 -5 9 -7 7 -9 -10 10 11 25 13 23 20 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.6715911498943485e-06 -2.6841076994017934e-06 6.693968636206193e-05 -7.8302577272415254e-06 -1.4915591668379039e-05 1.7831266776020948e-05 -1.0886357967704851e-05 5.9320273133512387e-06 9.1234782037899597e-07 -9.4611380239586067e-05 1.6866321530774808e-05 0.0026951310669666136 -9.718843178627971e-05 1.0600365172076466e-06 1.7468129052987435e-06 -3.4252974404727063e-06 5.8298104206563453e-06 1.3188491708501262e-05 -4.4684829293389264e-05 4.3107571403366899e-06 -2.8320830751059151e-05 5.638853386640409e-06 2.6491358543899442e-05 -4.9459857864291053e-07 0.00013542908906360798 -4.0285108673628112e-07 1.5085118706056221e-05 -1.7228369902554325e-05 -1.8382887959020035e-05 1.9460849631350493e-06 -1.8092194118606294e-07
leaf_weight=66 27 32 28 43 85 42 30 119 53 121 34 58 58 77 27 366 128 59 55 83 381 58 193 35 471 27 26 31 33 121
leaf_count=66 27 32 28 43 85 42 30 119 53 121 34 58 58 77 27 366 128 59 55 83 381 58 193 35 471 27 26 31 33 121
internal_value=-3.09972e-05 -0.00233898 0.000279317 -0.00536667 -0.000109002 -0.0025 -0.00075102 -0.00153695 -0.00414286 6.01038e-05 -0.000853526 -0.00147222 0.000423631 0.000253674 0.000883333 0.00162437 0.000248889 0.00121277 -0.000809524 -0.000514469 0.00155975 -0.000697674 0.000298246 -0.000518518 -0.000899408 -0.00425 -0.00545882 -0.000425197 -0.00283077 0.000422222
internal_weight=2967 343 2624 109 2044 125 234 202 83 1919 542 421 1377 1292 709 580 214 187 83 310 466 85 227 583 506 111 84 243 64 179
internal_count=2967 343 2624 109 2044 125 234 202 83 1919 542 421 1377 1292 709 580 214 187 83 310 466 85 227 583 506 111 84 243 64 179
cat_boundaries=0 18 20 49 79 80 81 83 100 101
cat_threshold=147456 128 1107296256 524288 524288 134217794 0 0 33554432 268435488 0 128 0 0 67108864 0 128 128 67208448 2 268435456 2048 4 0 0 1 0 2147483648 1 32768 0 131076 0 1049088 0 4096 0 0 4096 10240 128 0 0 0 0 16384 0 0 524288 0 12 0 134217728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 0 0 128 4096 270 16919616 198946 34 0 0 0 0 0 0 131072 131072 0 0 0 0 0 0 0 0 4096 67340544
is_linear=0
shrinkage=0.04


Tree=654
num_leaves=31
num_cat=10
split_feature=7 8 7 8 1 11 2 3 2 0 12 2 6 2 9 2 2 3 12 0 2 3 12 0 0 0 2 2 2 2
split_gain=1.16015 0.740991 0.661182 0.571934 0.602419 0.4323 0.528902 0.488015 0.80593 0.684857 0.47079 0.489029 0.407674 0.591819 0.451807 0.456161 0.935229 0.428173 0.410383 0.875019 0.347592 0.368949 0.3351 0.313559 0.305082 0.333294 0.302047 0.300054 0.296288 0.550484
threshold=0 1 2 3 5.5000000000000009 4 5.5000000000000009 1999.5000000000002 108.50000000000001 36.900000000000006 5 2.5000000000000004 6 11.500000000000002 7 14.500000000000002 8.5000000000000018 1976.5000000000002 8 22.750000000000004 136.50000000000003 2015.5000000000002 9 18.500000000000004 35.850000000000009 16.750000000000004 47.500000000000007 9.5000000000000018 29.500000000000004 38.500000000000007
decision_type=9 9 9 9 8 9 10 10 10 10 9 8 9 10 9 10 8 10 9 10 10 8 9 10 10 10 10 8 10 10
left_child=22 -2 -3 4 26 6 24 8 23 -10 20 -12 13 -13 15 16 -14 -15 -16 -20 21 -7 -1 28 25 -5 27 -4 -8 -30
right_child=1 2 3 5 -6 10 7 -9 9 -11 11 12 14 17 18 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.1871013237650171e-07 5.4888490421490715e-06 -2.4601972567796752e-06 -2.1671408154208066e-05 -2.1054431002198725e-07 -3.3076179158587386e-05 -9.5651586848835629e-06 1.2553656566639447e-06 1.624743743574247e-05 6.3103899476966712e-08 -1.9798858928491316e-05 5.1357318015562482e-05 -3.483017860612621e-05 9.6903866542157437e-05 -0.00020164885098539949 -1.7688824144165223e-07 1.1819163425412451e-05 -5.8878325511193745e-05 -0.00013546130047431228 -1.0676721275080942e-06 -7.0238602733248456e-06 7.3049466040775224e-06 1.1080945664122255e-06 3.020572038739641e-05 5.1173299621398741e-06 -0.00012846339614716143 7.3473444875514083e-06 -0.00016647740703551759 1.0204857998408775e-05 -4.4607229138936789e-07 1.1479920192047188e-07
leaf_weight=148 227 111 27 56 40 141 78 108 38 41 26 63 25 39 138 78 30 25 28 88 70 578 193 208 30 32 27 55 42 145
leaf_count=148 227 111 27 56 40 141 78 108 38 41 26 63 25 39 138 78 30 25 28 88 70 578 193 208 30 32 27 55 42 145
internal_value=0.000129428 -0.000162764 -0.000375105 -0.000218791 -0.002525 -4.34371e-05 0.00069962 0.00114977 0.000665461 -0.00305 -0.000480597 -0.00137931 -0.00167767 -0.00356522 -0.000934673 0.000916667 -0.00178571 -0.00652308 -0.00190189 -0.00359055 0.000145 -0.000116667 0.00228409 0.00129114 -0.0017479 -0.000539326 -0.00112727 9.63857e-05 0.00037594 -0.000489362
internal_weight=2935 2594 2367 2256 149 2107 778 660 552 79 1329 540 514 127 387 133 55 64 254 116 789 719 341 473 118 88 109 82 265 187
internal_count=2935 2594 2367 2256 149 2107 778 660 552 79 1329 540 514 127 387 133 55 64 254 116 789 719 341 473 118 88 109 82 265 187
cat_boundaries=0 18 44 61 91 93 95 96 98 99 101
cat_threshold=1 1 0 2097152 2 8192 0 8192 0 134217728 32 0 268435584 0 0 32 1073745936 256 0 0 0 0 2147483648 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 128 0 0 0 0 268451840 131072 0 1107296256 524800 0 64 0 0 0 0 0 256 0 0 0 0 128 268435456 0 4 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 8 0 0 0 0 524288 4096 67158048 1050112 140610 34 84 0 20612 16812064 10274 32
is_linear=0
shrinkage=0.04


Tree=655
num_leaves=31
num_cat=10
split_feature=7 7 3 2 2 8 12 6 6 2 12 12 2 7 12 3 2 3 2 2 2 2 2 2 2 2 2 2 2 3
split_gain=2.0077 1.08986 0.779062 1.03693 0.653968 0.585308 0.626491 0.59889 0.579454 0.466464 0.406898 0.365294 0.342942 0.488804 0.325439 0.297699 0.284092 0.484857 0.270864 0.327926 0.257372 0.21597 0.44031 0.209996 0.253032 0.194355 0.309855 0.187212 0.198685 0.191453
threshold=0 1 1999.5000000000002 11.500000000000002 67.500000000000014 2 3 4 5 5.5000000000000009 6 7 6.5000000000000009 8 9 2007.5000000000002 277.00000000000006 2016.5000000000002 17.500000000000004 24.500000000000004 15.500000000000002 7.5000000000000009 10.500000000000002 28.500000000000004 33.500000000000007 36.500000000000007 44.500000000000007 9.5000000000000018 100.50000000000001 2006.5000000000002
decision_type=9 9 10 10 10 9 9 9 9 10 9 9 8 9 9 8 8 8 10 10 8 8 10 10 10 10 10 8 8 10
left_child=2 10 3 9 -5 -3 7 15 14 -1 27 16 -13 -14 20 -7 17 -10 -19 -20 -8 -16 -23 -15 -25 -21 -27 -2 29 -29
right_child=1 5 -4 4 -6 6 8 -9 11 -11 -12 12 13 23 21 -17 -18 18 19 25 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-2.4298369654381334e-05 -6.8754313867508943e-06 6.3715113157948536e-06 2.0097373259474511e-05 -3.1606097391512778e-05 -7.2973860218915435e-07 -1.2153385511148155e-05 -4.3247224481710587e-06 5.9608453998791647e-07 -4.7205053344879755e-05 0.00010470772355114136 6.3237050936069955e-05 -8.3664690163275194e-06 -5.0203260429711837e-06 -9.3588297791486124e-08 9.3021460355170653e-05 -1.4024785100033569e-06 9.8285786797677329e-05 1.3703451305553083e-06 -3.0073446989467421e-05 1.2066530722629538e-06 6.3182700025880991e-05 -4.7559236546718163e-05 3.8529406672969793e-06 -3.3123176257628568e-06 -2.9208342825223334e-07 -1.0689508420618889e-06 -4.4747392331265569e-08 4.0621244870920913e-05 -9.243238064964734e-06 1.5622002814595989e-06
leaf_weight=61 31 217 41 68 25 25 54 417 40 27 258 122 101 253 62 128 51 128 31 40 57 47 167 30 183 26 121 64 58 25
leaf_count=61 31 217 41 68 25 25 54 417 40 27 258 122 101 253 62 128 51 128 31 40 57 47 167 30 183 26 121 64 58 25
internal_value=-0.000178439 0.000125228 -0.00374249 -0.00503297 -0.00795745 -0.000225011 -0.00043362 0.000688468 -0.000858268 -0.00188764 0.00193289 -0.00131574 -0.00189143 -0.0015 0.000472362 -0.00139024 -0.000383928 -0.000764858 -0.000276657 -0.00113242 -0.00127869 0.00119861 0.000632558 -0.000872117 -0.00181308 -0.000489362 -0.00116216 0.000380953 0.001 0.00217778
internal_weight=2958 2736 222 181 93 2300 2083 570 1513 88 436 1126 689 567 387 153 437 386 346 218 111 276 214 466 213 187 147 178 147 89
internal_count=2958 2736 222 181 93 2300 2083 570 1513 88 436 1126 689 567 387 153 437 386 346 218 111 276 214 466 213 187 147 178 147 89
cat_boundaries=0 18 35 61 63 64 65 67 69 81 83
cat_threshold=131073 0 1073741824 2630144 524288 0 33554432 4194304 0 0 0 128 0 0 67108864 0 128 256 268451842 17 0 0 34 134225920 0 8192 0 134225920 40992 0 67108880 0 0 32 4112 1073741824 8 4 0 2147483648 1 0 0 0 0 0 131076 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 147808 2 464 130 139266 32 17833984 32 0 128 0 0 0 0 131072 0 2048 0 0 256 1081344 32
is_linear=0
shrinkage=0.04


Tree=656
num_leaves=31
num_cat=7
split_feature=7 7 0 0 2 8 17 0 2 4 7 4 2 0 9 2 0 2 2 3 3 2 2 2 2 2 7 3 0 2
split_gain=1.31605 0.769865 0.672276 0.421128 0.544581 0.377574 0.424085 0.687025 0.577146 0.687585 0.405924 0.397315 0.307077 0.304672 0.296594 0.308908 0.280459 0.26597 0.329536 0.265975 0.263301 0.348268 0.449917 0.2204 0.199385 0.228753 0.193534 0.240182 0.227098 0.16591
threshold=0 1 40.250000000000007 35.600000000000009 25.500000000000004 2 3 36.400000000000006 9.5000000000000018 9300.0000000000018 4 199.50000000000003 9.5000000000000018 48.175000000000004 5 10.500000000000002 40.675000000000004 11.500000000000002 38.500000000000007 2013.5000000000002 2010.5000000000002 17.500000000000004 27.500000000000004 9.5000000000000018 5.5000000000000009 3.5000000000000004 6 1996.5000000000002 27.250000000000004 3.5000000000000004
decision_type=9 9 10 10 10 9 9 8 10 10 9 10 10 10 9 8 8 8 10 10 8 8 10 10 10 8 9 10 10 10
left_child=14 2 3 4 -2 10 7 -7 16 -10 -3 13 -5 17 15 -1 -9 23 19 20 -19 -22 -23 29 25 -12 27 28 -20 -8
right_child=1 5 -4 12 -6 6 11 8 9 -11 24 -13 -14 -15 -16 -17 -18 18 26 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.9203826788405849e-06 -3.2013218866445151e-06 -3.9370945677732683e-07 -2.5471955444970944e-05 -6.0742846839892984e-05 -1.4065946273514771e-05 7.4836439031140618e-06 2.7158439284292204e-06 -5.2241799525474659e-05 2.0536914682310374e-06 -6.4938212195602324e-05 3.9811173696291622e-06 1.2548659801678311e-05 5.8385142487772875e-06 -3.8279746074714995e-06 4.7673654894875148e-05 4.848895887762922e-06 -4.5364879859492428e-05 8.3192527618527074e-05 1.2436636830436765e-08 2.3321504805317722e-06 -6.4022346324701504e-06 6.6351459147509868e-08 -2.2348031077381148e-06 1.4476309735442753e-06 2.8042424328589278e-06 -7.8340676632037684e-05 1.9688649478302447e-07 6.6854426812275119e-05 -4.3820239681735514e-06 -2.5909659551866044e-06
leaf_weight=27 40 130 29 41 29 54 161 70 136 25 38 117 67 29 307 96 29 55 37 50 77 187 103 71 276 29 412 33 36 148
leaf_count=27 40 130 29 41 29 54 161 70 136 25 38 117 67 29 307 96 29 55 37 50 77 187 103 71 276 29 412 33 36 148
internal_value=0.000161905 -0.000192063 -0.00247005 -0.00164045 -0.00405714 2.24721e-05 -0.000239 -0.00155077 -0.00245211 -0.000962963 0.00101653 4.19124e-05 -7.33943e-05 -0.000145714 0.00217687 0.00038806 -0.00484 -5.83514e-05 -0.000403633 -0.00116702 -0.00149409 -0.00188043 -0.00123711 0.000839895 0.00172881 -0.00017647 0.000292871 -0.00116239 -0.00254054 0.000374194
internal_weight=2939 2509 206 177 69 2303 1830 314 260 161 473 1516 108 1399 430 123 99 1370 990 472 422 367 290 380 343 67 518 106 73 309
internal_count=2939 2509 206 177 69 2303 1830 314 260 161 473 1516 108 1399 430 123 99 1370 990 472 422 367 290 380 343 67 518 106 73 309
cat_boundaries=0 17 34 63 64 73 75 84
cat_threshold=268435457 16 1056768 526336 2 134225920 4194304 8192 0 134225936 8224 2097408 0 268435456 0 0 1073745920 131074 0 1107296256 8192 0 0 0 809500672 0 0 0 128 0 0 67108864 0 128 16 4 0 0 2147483648 0 0 2147483648 0 0 0 2052 8192 512 0 0 0 0 0 2048 384 0 0 0 0 268451840 0 0 524288 41 0 0 67108864 4 0 0 0 131072 33556480 0 28672 0 128 0 0 0 64 0 0 67584
is_linear=0
shrinkage=0.04


Tree=657
num_leaves=31
num_cat=8
split_feature=7 7 12 2 2 2 12 7 6 4 3 0 2 12 0 0 0 2 2 2 2 1 3 3 6 0 4 2 2 1
split_gain=1.38922 0.756087 0.640673 0.634497 0.568125 0.386722 0.32721 0.398027 0.392048 0.38457 0.300877 0.387376 0.770124 0.296833 0.284563 0.345379 0.273907 0.258253 0.249439 0.238866 0.427413 0.415761 0.290361 0.235254 0.315705 0.233093 0.212099 0.196917 0.203879 0.196843
threshold=0 1 2 1.0000000180025095e-35 44.500000000000007 17.500000000000004 3 4 5 215.00000000000003 1999.5000000000002 30.500000000000004 61.500000000000007 6 39.07500000000001 42.710000000000008 51.32500000000001 75.500000000000014 147.50000000000003 79.500000000000014 492.00000000000006 5.5000000000000009 2018.5000000000002 2005.5000000000002 7 43.175000000000004 86.000000000000014 9.5000000000000018 13.500000000000002 5.5000000000000009
decision_type=9 9 9 10 8 10 9 9 9 8 10 10 10 9 10 10 8 10 10 10 10 8 8 10 9 10 10 10 10 10
left_child=2 18 4 14 5 -1 7 -5 9 -8 11 -4 26 27 -3 -16 19 -15 -2 25 21 22 -21 24 -10 -9 -13 -11 -29 -26
right_child=1 3 10 6 -6 -7 8 16 23 13 -12 12 -14 17 15 -17 -18 -19 -20 20 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=4.5038528048828673e-07 9.0962926856705647e-06 1.1583853057612671e-05 -3.6852861101833114e-07 1.7289332871122061e-06 5.486342139831312e-06 -7.0435734870434416e-06 -3.025326355321167e-06 1.3687123861066581e-06 -1.4499963991996262e-06 -2.3037797603215499e-06 4.6021393220920992e-07 -5.7007333779798951e-05 -3.263071078278644e-05 -4.3161229316529837e-07 -3.3502947175508536e-05 -5.2852119750104643e-05 -2.4875996701448959e-05 -1.8454083576586548e-06 -1.0374844762555946e-06 2.2057873280005962e-05 8.0803795446485961e-06 -3.6584269564661277e-05 -9.3028343133430405e-07 2.4001643906470698e-05 8.47482538632784e-06 5.2860958788810761e-05 7.9671642677851045e-06 5.9512467000171824e-06 9.1267354689691065e-08 -5.0787426240684947e-07
leaf_weight=47 170 79 67 174 45 30 25 579 188 80 46 94 29 213 49 68 27 49 40 40 39 27 48 77 147 65 27 29 289 31
leaf_count=47 170 79 67 174 45 30 25 579 188 80 46 94 29 213 49 68 27 49 40 40 39 27 48 77 147 65 27 29 289 31
internal_value=0.000134293 0.000476415 -0.00207071 0.000262211 0.000360902 -0.00169231 0.000464286 0.000986139 -7.02356e-06 -0.000603448 -0.00316788 -0.00390826 -0.00503311 -0.0004236 -0.00190863 -0.00315254 0.000598086 -0.0014359 0.00271493 0.000740926 -0.000670968 -0.00189655 -0.000539326 0.000907489 0.000501363 0.00107907 -0.00357377 0.000273839 0.000727273 0.00165079
internal_weight=2918 2533 385 2323 122 77 2127 999 1128 685 263 217 150 660 196 117 825 262 210 798 154 115 88 443 366 644 121 398 318 178
internal_count=2918 2533 385 2323 122 77 2127 999 1128 685 263 217 150 660 196 117 825 262 210 798 154 115 88 443 366 644 121 398 318 178
cat_boundaries=0 18 32 33 34 51 52 54 55
cat_threshold=131075 1 1174405120 2629632 524288 134217792 0 805306368 0 268435456 0 128 0 0 0 32 0 128 268435456 144 537927680 0 0 0 0 8192 0 0 32800 0 268435456 268435456 1155072 84025442 0 0 0 0 34 0 131072 0 65536 0 0 0 0 0 0 0 16 90 1099776 32 132
is_linear=0
shrinkage=0.04


Tree=658
num_leaves=31
num_cat=12
split_feature=7 8 9 12 9 0 4 11 0 9 0 4 0 7 7 0 0 5 9 17 12 4 5 1 0 0 1 0 0 0
split_gain=1.07336 1.08767 1.0691 0.784376 0.599257 0.581206 0.376863 0.373326 0.749857 0.36747 0.350014 0.315588 0.427172 0.33421 0.284736 1.03097 0.543484 0.284202 0.280475 0.30054 0.25104 0.24822 0.221434 0.216712 0.446906 0.270119 0.207519 0.176326 0.172853 0.157338
threshold=0 1 2 3 4 22.250000000000004 16000.000000000002 5 24.500000000000004 6 40.250000000000007 5039060000.000001 39.07500000000001 7 8 29.500000000000004 10.500000000000002 1.0000000180025095e-35 9 10 11 11029.500000000002 1.5000000000000002 4.5000000000000009 39.07500000000001 39.07500000000001 5.5000000000000009 30.500000000000004 44.07500000000001 36.400000000000006
decision_type=9 9 9 9 9 10 10 9 10 9 10 8 10 9 9 10 10 10 9 9 9 10 8 10 10 10 8 10 10 10
left_child=11 6 23 4 29 -5 27 14 -9 26 -10 12 -1 -13 16 -16 -6 -14 19 21 -21 22 -11 24 -3 -25 -7 -2 -27 -4
right_child=1 2 3 5 7 9 -8 8 10 18 -12 13 17 -15 15 -17 -18 -19 -20 20 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=7.0032597787559331e-05 4.318188702595873e-08 -0.00010803951960770189 4.7833632293974931e-05 4.7095764764822438e-07 -2.1146928266424536e-06 -3.2311887918788824e-05 -0.00010166738647613614 -3.1337536537173326e-06 -2.0754438865890659e-06 6.1614404060815534e-06 -3.4588740946293302e-05 1.4397572580670614e-06 -2.437878161413231e-05 3.5110609942897561e-05 -5.9820968681214518e-06 -1.8209474449527039e-06 5.4074388851005299e-07 1.1107068301124542e-06 0.0010656566266901892 1.3228215942166369e-05 -2.9461547375193852e-06 3.8612371967356551e-06 -1.9255886170846689e-06 2.20383046212061e-06 -1.531730563190233e-05 -2.7894174763698749e-05 7.9832549218834746e-06 1.6199842712524405e-05 -2.3736017080844698e-06 1.9606506790588684e-06
leaf_weight=26 112 27 27 228 44 145 40 25 97 45 26 244 38 219 39 141 177 27 103 169 152 25 110 36 38 98 30 248 40 102
leaf_count=26 112 27 27 228 44 145 40 25 97 45 26 244 38 219 39 141 177 27 103 169 152 25 110 36 38 98 30 248 40 102
internal_value=0.000163946 -0.000215846 -0.000611886 -0.000247641 -0.00128882 0.000459725 0.0016545 -0.00186429 -0.00357233 -5.64101e-05 -0.00248387 0.00172743 -0.000391304 0.00218103 -0.00115534 -0.00230366 -0.000155172 -0.00212121 0.00041626 7.81265e-06 0.00073494 -0.00125654 -0.00192308 -0.003056 -0.00515151 -0.00242286 -0.0016129 0.00210526 -0.00322302 0.00111429
internal_weight=2878 2324 1924 1685 678 1007 400 549 148 779 123 554 91 463 401 180 221 65 604 501 321 180 155 239 65 174 175 360 138 129
internal_count=2878 2324 1924 1685 678 1007 400 549 148 779 123 554 91 463 401 180 221 65 604 501 321 180 155 239 65 174 175 360 138 129
cat_boundaries=0 18 45 47 49 51 52 54 63 72 74 75 76
cat_threshold=268435458 17 1074798592 4 0 8192 0 268443648 33556480 8240 32800 2097152 16 268435456 0 0 16 256 268435456 4 0 0 0 1 0 2147483648 1 0 0 131076 0 1048576 0 4096 0 0 0 8192 128 0 0 0 0 16384 64 256 24576 85147648 32 0 4132 16420 0 52 0 1 1074798592 4 0 0 0 0 33556480 0 0 0 0 0 0 131072 131072 65536 0 6144 26 1346
is_linear=0
shrinkage=0.04


Tree=659
num_leaves=31
num_cat=11
split_feature=8 7 1 4 8 12 0 3 11 3 4 1 3 7 6 9 15 0 0 3 3 3 13 3 6 0 4 0 3 4
split_gain=1.10985 0.937943 0.672116 0.660339 0.540921 0.472787 0.966537 0.430217 0.41275 0.740396 0.389762 0.555581 0.3779 0.378879 0.444616 0.468423 0.350042 0.381071 0.426148 0.301291 0.286095 0.285392 0.285602 0.266265 0.26575 0.262069 0.192127 0.216056 0.246245 0.187956
threshold=0 1 4.5000000000000009 972430000.00000012 2 3 47.750000000000007 2010.5000000000002 4 2006.5000000000002 6670500000.000001 5.5000000000000009 2011.5000000000002 5 6 7 8 22.750000000000004 38.57500000000001 2004.5000000000002 2004.5000000000002 2006.5000000000002 9 2015.5000000000002 10 35.850000000000009 5965.0000000000009 43.675000000000004 1975.5000000000002 152.50000000000003
decision_type=9 9 10 10 9 9 10 10 9 10 10 8 10 9 9 9 9 8 10 8 10 10 9 8 9 10 8 10 10 10
left_child=7 2 25 4 -3 6 16 -1 12 24 -5 -12 13 -7 20 -16 -6 -18 -19 -17 26 22 -4 -20 -10 -2 -15 28 -28 -25
right_child=1 3 21 10 5 8 -8 -9 9 -11 11 -13 -14 14 15 19 17 18 23 -21 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=1.0520938118442152e-05 0.00043387006102342865 1.9716879812564795e-06 -4.2547911751153305e-06 -5.127823268942384e-05 1.4878945033520964e-06 2.0000219384802271e-07 -7.6555548992893952e-05 -1.534257373150304e-06 1.2713504160337373e-06 -4.4806740507086013e-05 1.3541354664024087e-05 -6.8479483619368147e-06 3.6143814241388543e-05 8.6099850580785794e-05 -2.862899721549623e-07 -5.9162125222293059e-06 -3.3563718407500494e-07 3.8564091010626036e-05 -5.1132694709059259e-05 -4.7859872887916093e-05 -0.00034698813414825745 6.9555045084388702e-06 -2.5267233547181893e-05 9.1275034308915937e-07 7.5401502124138349e-05 -5.1606359406320257e-05 -1.3583878308906093e-06 2.3675134293842888e-05 3.1504719661738244e-05 -3.372566850625987e-05
leaf_weight=236 42 330 108 51 122 146 25 25 145 35 36 46 123 31 265 27 119 60 52 81 27 39 101 181 201 63 133 26 37 26
leaf_count=236 42 330 108 51 122 146 25 25 145 35 36 46 123 31 265 27 119 60 52 81 27 39 101 181 201 63 133 26 37 26
internal_value=8.02723e-05 -0.000166605 -0.00205494 0.000128425 0.000295486 2.56275e-05 -0.00090604 0.00251471 0.000456522 0.00154082 -0.00259701 -0.00086747 -1.76404e-05 -0.000346253 -0.00077116 -0.00163542 -0.00057041 -0.00108686 -0.0003875 -0.00376471 0.000513208 -0.00324498 -0.00382857 -0.00109231 0.00214409 0.000566038 0.001 0.000527919 1.4814e-10 -0.000442308
internal_weight=2939 2678 353 2325 2192 1862 585 261 1277 381 133 82 896 773 627 373 560 438 319 108 254 248 209 259 346 105 227 196 170 207
internal_count=2939 2678 353 2325 2192 1862 585 261 1277 381 133 82 896 773 627 373 560 438 319 108 254 248 209 259 346 105 227 196 170 207
cat_boundaries=0 26 43 66 68 69 79 80 82 83 84 85
cat_threshold=0 2056 0 0 0 1 0 0 1 0 0 4 0 1049600 0 0 0 0 0 10240 0 0 0 0 0 16384 131073 128 1073741824 2105856 524288 134217792 33554432 805306368 33554432 0 0 128 0 0 0 0 4224 0 4 0 0 2147483648 0 0 2147483648 0 32768 0 2048 8192 512 0 4096 0 0 0 0 256 0 4194304 16957440 32 16420 0 0 0 0 0 0 0 131072 0 8192 338 0 6148 2149580800 2 216
is_linear=0
shrinkage=0.04


Tree=660
num_leaves=31
num_cat=9
split_feature=7 8 2 12 2 9 8 2 2 12 0 2 6 1 1 2 2 12 2 4 4 6 2 0 2 2 2 2 0 0
split_gain=0.96519 1.00821 0.761201 0.873793 1.14863 0.563909 0.557158 0.42215 0.504234 0.465078 0.565329 0.484477 0.404099 0.615915 0.323599 0.302119 0.622623 0.494116 0.284915 0.282619 0.423583 0.257728 0.35956 0.350864 0.253484 0.246572 0.245934 0.346177 0.186505 0.182449
threshold=0 1 455.00000000000006 2 43.500000000000007 3 4 277.00000000000006 11.500000000000002 5 40.250000000000007 22.500000000000004 6 4.5000000000000009 4.5000000000000009 59.500000000000007 38.500000000000007 7 73.500000000000014 111.00000000000001 520.00000000000011 8 1.5000000000000002 44.07500000000001 26.500000000000004 17.500000000000004 9.5000000000000018 14.500000000000002 39.07500000000001 39.07500000000001
decision_type=9 9 10 9 10 9 9 10 8 9 10 10 9 10 10 10 10 9 10 10 10 9 10 10 8 10 8 10 10 10
left_child=2 -2 3 14 24 12 -7 8 19 10 -10 -12 26 -14 -1 16 17 -11 -17 21 -21 -8 -23 -24 25 -5 -3 -28 -16 -6
right_child=1 5 -4 4 29 6 7 -9 9 15 11 -13 13 -15 28 18 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00159551453022366 2.1625883058750858e-05 -0.00010907729908961061 0.00021037100359502372 -1.2357871069224294e-05 -6.0585585264730699e-05 3.3630429639442114e-05 1.3833328680212559e-07 1.293032383276319e-05 -2.0816647403593835e-07 -1.0203368196753026e-06 -3.9695244048185786e-05 2.1079851967251325e-07 -5.1677646478256846e-05 7.8147190022301248e-05 -6.8852947858424471e-06 -7.5324904927393769e-06 2.0514324546629208e-06 2.2441835756567706e-06 -2.3685969758594973e-08 -0.00031880569373723939 5.980648891151385e-05 -4.8695165242153898e-08 4.2172517303736807e-06 -1.129232801814887e-05 5.7663203621651176e-07 -3.1990557838895712e-05 2.9798270770169519e-05 -5.2813040039654342e-05 3.1811160029388323e-07 -1.7034798666141896e-06
leaf_weight=28 277 25 45 58 31 108 147 80 517 337 37 32 26 79 25 52 118 107 126 25 32 58 239 29 57 25 36 68 90 27
leaf_count=28 277 25 45 58 31 108 147 80 517 337 37 32 26 79 25 52 118 107 126 25 32 58 239 29 57 25 36 68 90 27
internal_value=8.29369e-05 0.000366329 -0.00175315 -0.00244444 -0.00405742 8.38796e-05 0.000299757 0.000135593 1.29242e-05 -0.000403918 -0.00123283 -0.00462857 -0.00173061 0.000172414 7.79222e-05 0.000266312 0.000724689 3.59552e-05 -0.00116201 0.00105461 -0.00158621 0.00137553 0.00197033 0.00264684 -0.0022695 -0.00366667 -0.00317143 -0.00251429 -0.000862069 -0.00894915
internal_weight=2941 2555 386 341 198 2278 2044 1936 1856 1326 586 69 234 105 143 740 562 444 178 530 57 473 326 268 140 83 129 104 115 58
internal_count=2941 2555 386 341 198 2278 2044 1936 1856 1326 586 69 234 105 143 740 562 444 178 530 57 473 326 268 140 83 129 104 115 58
cat_boundaries=0 18 47 48 50 77 78 79 81 82
cat_threshold=1 144 0 2097664 0 134217792 33554432 268435456 33556480 0 8192 8320 0 0 0 0 0 128 16 0 4 0 2147557376 1 0 0 0 0 0 4 64 1048576 0 0 0 0 4096 8192 0 0 0 0 0 16384 0 0 524288 237570 257 8224 0 2048 0 0 0 0 0 2147483648 0 0 0 131072 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 64 17884256 270 65794 32 274
is_linear=0
shrinkage=0.04


Tree=661
num_leaves=31
num_cat=16
split_feature=7 12 15 1 7 9 5 4 3 4 7 10 12 6 11 3 4 12 11 4 1 6 9 3 3 12 3 11 3 1
split_gain=1.56994 1.01184 1.00601 1.1491 0.465866 0.645182 0.682039 0.431366 0.343196 0.303354 0.29251 0.320683 0.331586 0.421534 0.381414 0.317879 0.387077 0.283547 0.282755 0.397802 0.253341 0.249366 0.301998 0.25 0.168299 0.161925 0.160174 0.163599 0.154164 0.178075
threshold=0 1 2 4.5000000000000009 3 4 3.5000000000000004 18214475000.000004 2014.5000000000002 850.00000000000011 5 6 7 8 9 2004.5000000000002 2114435000.0000002 10 11 4683340000.000001 5.5000000000000009 12 13 2000.5000000000002 2023.5000000000002 14 2019.5000000000002 15 1975.5000000000002 4.5000000000000009
decision_type=9 9 9 10 9 9 8 8 10 8 9 9 9 9 9 10 10 9 9 8 10 9 9 10 8 9 8 9 10 10
left_child=1 -1 8 -4 24 6 -6 -8 -3 -7 -11 12 13 -12 25 16 -13 26 20 -20 21 -16 23 -23 -2 -14 -15 -28 29 -19
right_child=4 2 3 -5 5 9 7 -9 -10 10 11 15 14 17 18 -17 -18 28 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.9366880268008042e-06 6.8015040593916541e-07 -6.3526612519730965e-08 -1.961238646042068e-05 -1.6477120711335335e-05 -0.00031489135789936431 1.6982635853384886e-05 -3.6277753137918666e-05 9.7896591388762118e-06 -2.89835376291557e-06 1.8775065177527836e-05 1.7559277699314488e-05 -6.2217808904419647e-05 9.2698534470693091e-08 -2.6861385008191285e-05 -1.9092834789615197e-06 0.00094650232290044857 0.0017471538477439479 4.2831997137150839e-06 5.9991080326870957e-05 -4.0791189879174154e-06 1.0604996914362012e-05 4.6395711986076744e-07 -3.458837858029266e-06 0.00019514711273064999 2.3983567438310058e-05 6.5930591546248258e-07 -2.9931337966480151e-07 2.4000913644699171e-06 4.4278793881127805e-06 1.2614014373431568e-07
leaf_weight=106 52 177 27 130 25 132 43 64 36 101 240 136 110 33 192 27 25 26 28 195 66 101 123 48 164 120 100 163 33 129
leaf_count=106 52 177 27 130 25 132 43 64 36 101 240 136 110 33 192 27 25 26 28 195 66 101 123 48 164 120 100 163 33 129
internal_value=-9.21096e-05 -0.00216838 -0.00314961 -0.00554762 0.000315239 0.000140907 -0.00246154 -0.00122222 -0.00119643 0.000314166 0.000192289 7.34524e-05 0.000249127 0.000892517 -0.000229376 -0.00144724 -0.00219753 0.00019394 -0.000664921 -0.00182906 -0.000147874 -0.00048172 0.000310954 0.001475 0.00204405 0.00116183 -0.00057329 -0.000257576 0.00136683 0.000897436
internal_weight=2952 476 370 157 2476 2260 132 107 213 2128 1996 1895 1707 724 983 188 161 484 753 223 530 464 272 149 216 230 296 263 188 155
internal_count=2952 476 370 157 2476 2260 132 107 213 2128 1996 1895 1707 724 983 188 161 484 753 223 530 464 272 149 216 230 296 263 188 155
cat_boundaries=0 18 20 21 38 40 57 58 60 61 62 64 67 68 70 71 72
cat_threshold=131072 128 0 2097664 0 134217794 33554432 4194304 33622016 0 0 256 8388608 0 67108864 0 0 256 165920 2 69206016 268435458 16 1073750016 0 0 8192 0 8192 0 8192 0 0 128 0 0 0 1073741840 262400 8192 1 0 536870912 524288 2 0 0 0 0 0 8224 0 0 0 0 0 128 288 18000896 32 262 32800 1082368 32 4 1024 524288 194 0 18432 67125344 32
is_linear=0
shrinkage=0.04


Tree=662
num_leaves=31
num_cat=10
split_feature=8 7 4 8 10 0 4 12 2 6 0 2 9 2 3 2 0 15 3 0 2 2 2 12 0 0 12 3 4 2
split_gain=1.24368 0.719731 0.637106 0.442436 0.389169 0.348144 0.342514 0.32279 0.589424 0.341827 0.507271 0.760768 0.422848 0.427711 0.295694 0.518586 0.284811 0.282189 0.422226 0.520401 0.27693 0.439769 0.244071 0.414871 0.340293 0.241862 0.220275 0.382281 0.228873 0.218018
threshold=0 1 11633120000.000002 2 3 40.250000000000007 28.000000000000004 4 4.5000000000000009 5 39.07500000000001 27.500000000000004 6 10.500000000000002 2017.5000000000002 35.500000000000007 38.57500000000001 7 2010.5000000000002 22.750000000000004 68.500000000000014 80.500000000000014 75.500000000000014 8 40.675000000000004 16.750000000000004 9 1992.5000000000002 1642125000.0000002 66.500000000000014
decision_type=9 9 10 9 9 10 10 9 8 9 10 8 9 8 8 8 10 9 10 10 8 8 10 9 10 10 9 10 8 8
left_child=6 26 3 -3 7 -6 29 20 -9 12 11 -11 17 -14 15 -12 -15 25 19 -19 -5 -22 23 24 -16 -10 27 -2 -28 -1
right_child=1 2 -4 4 5 -7 -8 8 9 10 14 -13 13 16 22 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.8007616880884564e-06 7.0346227267391271e-07 3.3938838623384446e-05 -1.4085409058654294e-05 8.3414682149626633e-07 -2.0726795139157168e-05 -0.00011641596779108409 1.402836717833908e-05 6.4206165423995591e-06 1.6208673423527231e-06 -2.9089956104697428e-06 -0.00011194970125305887 -0.00010192054579457845 -7.1705681398684063e-06 2.8091084118119557e-06 0.00021498003043530296 8.4163130849651508e-05 5.3595030760990036e-06 -3.1945470124780698e-07 -5.6863551853377388e-05 1.9149219396569356e-06 -2.2243640015651518e-06 2.6356302027221814e-06 -2.2078863665976224e-05 -1.5886388613849438e-06 -2.5495770222432511e-05 -1.9566377538605877e-07 -8.6197277023701828e-06 -3.3245551724555966e-05 2.3133627554397337e-05 -1.042585933633274e-05
leaf_weight=90 89 102 46 402 136 33 28 178 63 33 56 25 44 76 104 38 159 167 33 179 32 98 25 105 25 88 48 40 275 88
leaf_count=90 89 102 46 402 136 33 28 178 63 33 56 25 44 76 104 38 159 167 33 179 32 98 25 105 25 88 48 40 275 88
internal_value=7.57056e-05 0.000308487 1.24005e-05 0.000110809 -2.08529e-05 -0.0018 -0.00283871 0.000144256 -0.000176011 -0.0004914 -0.00141232 -0.00488136 -4.8779e-06 0.00122759 -0.000870056 -0.00277895 0.00194915 -0.000665434 -0.00124103 -0.000853026 0.000972376 -0.000610687 -0.000169231 0.000238298 0.00168571 0.000765432 0.00174514 0.000257143 0.00231138 -0.00362011
internal_weight=2905 2699 2247 2201 2099 169 206 1930 1398 1220 411 58 809 279 353 94 235 530 379 346 532 130 259 234 129 151 452 129 323 178
internal_count=2905 2699 2247 2201 2099 169 206 1930 1398 1220 411 58 809 279 353 94 235 530 379 346 532 130 259 234 129 151 452 129 323 178
cat_boundaries=0 26 44 70 71 73 74 76 77 78 80
cat_threshold=2147483648 4 0 134217728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 2147483648 0 4194304 8 0 32768 268566528 145 1610620928 0 524290 0 0 8192 2048 8192 40960 0 0 0 0 32 4112 256 0 0 4 0 65536 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 16384 288 67243104 2 284 0 2080 2149580800 40962 25600 34
is_linear=0
shrinkage=0.04


Tree=663
num_leaves=31
num_cat=12
split_feature=7 7 12 2 13 12 2 6 4 12 2 2 12 2 12 4 4 0 2 2 12 3 18 0 6 2 0 0 2 2
split_gain=1.13164 0.730781 0.76465 0.754102 0.611492 0.422823 0.456213 0.416052 0.418865 0.406148 0.56961 0.418269 0.399911 0.395357 0.329329 0.314643 0.30105 0.279928 0.322756 0.271731 0.317035 0.246384 0.241876 0.232611 0.226175 0.343026 0.220966 0.240602 0.217702 0.306278
threshold=0 1 2 68.500000000000014 3 4 30.500000000000004 5 3215.5000000000005 6 2.5000000000000004 12.500000000000002 7 49.500000000000007 8 456.00000000000006 20782.500000000004 40.250000000000007 40.500000000000007 39.500000000000007 9 1994.5000000000002 10 36.900000000000006 11 5.5000000000000009 29.500000000000004 35.250000000000007 455.00000000000006 100.50000000000001
decision_type=9 9 9 8 9 9 8 9 10 9 10 8 9 10 9 10 8 10 8 10 9 10 9 10 9 8 10 10 8 10
left_child=9 24 4 7 5 6 -3 19 15 11 -11 -1 22 -8 21 26 -16 -7 -19 20 -4 23 -5 -6 25 -2 -9 -28 29 -24
right_child=1 2 3 12 14 17 13 8 -10 10 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.9276039316371535e-05 -0.00014631362144613383 -8.1437526628132798e-06 2.2770757183182654e-06 -1.3224177497020595e-05 -9.4221252721963572e-07 1.0419038639037196e-06 0.0015015839388491427 3.2810212559326646e-05 4.9219957226900437e-05 -5.5026206610973079e-05 -2.4727222441713218e-05 6.0459106953746984e-05 -2.1902636813554947e-05 -6.2467755763862813e-06 -1.7080016708810126e-05 -2.0058385158038126e-05 1.7676637535075696e-06 3.8311180913830632e-06 -0.00024746436491251034 3.022697290490181e-07 -1.1788627622908223e-07 -2.8623097760860659e-05 1.874641399886385e-06 1.4628927073820658e-05 1.6667372083047605e-05 0.00020314685079723374 -1.8462703215416626e-05 -3.0727722953086275e-06 7.0351426367599394e-05 -9.2088434488346492e-06
leaf_weight=34 27 71 110 26 86 326 27 40 56 30 100 72 203 53 39 25 416 26 25 68 131 35 37 92 206 119 27 386 25 25
leaf_count=34 27 71 110 26 86 326 27 40 56 30 100 72 203 53 39 25 416 26 25 68 131 35 37 92 206 119 27 386 25 25
internal_value=9.91849e-05 0.000334069 7.60779e-05 -0.000652991 0.000782105 -0.000237477 -0.00195062 -3.31752e-05 -0.000704587 -0.00249393 -0.00397163 -0.000478632 -0.00232177 1.47172e-10 0.00157879 -0.0011023 0.00218884 0.000484536 -0.00223077 0.0011125 0.000512397 0.000232143 -0.000225806 0.000849162 0.00200551 0.000662421 -0.000854625 -0.00113043 0.000772727 -0.000507936
internal_weight=2943 2707 2355 1159 1196 528 151 843 534 236 130 106 316 80 668 478 455 377 51 309 241 213 113 178 352 146 453 413 87 62
internal_count=2943 2707 2355 1159 1196 528 151 843 534 236 130 106 316 80 668 478 455 377 51 309 241 213 113 178 352 146 453 413 87 62
cat_boundaries=0 16 33 35 36 38 39 41 42 43 44 45 46
cat_threshold=131072 0 0 0 524290 8192 0 805306368 33554432 0 0 384 0 0 67108864 32 16386 1 536870912 264704 0 0 0 8192 0 8192 32 2097152 67108880 268435456 0 0 1073745936 17015840 32 12 32 32 72 1056770 32 16704 73728 1048642 4 76
is_linear=0
shrinkage=0.04


Tree=664
num_leaves=31
num_cat=14
split_feature=8 12 8 12 7 1 3 1 2 0 11 12 12 7 11 13 1 2 12 2 3 2 6 6 0 1 3 0 2 3
split_gain=2.09518 1.01696 0.941519 0.584371 0.680889 0.854157 0.433347 0.411273 0.472653 0.523558 0.466453 0.504396 0.490563 0.399851 0.55284 0.654044 0.515809 0.49636 0.463329 0.38394 0.36335 0.592755 0.342083 0.324217 0.340969 0.323308 0.321407 0.313605 0.290677 0.29031
threshold=0 1 2 3 4 5.5000000000000009 1994.5000000000002 5.5000000000000009 1.0000000180025095e-35 42.710000000000008 5 6 7 8 9 10 4.5000000000000009 37.500000000000007 11 48.500000000000007 2019.5000000000002 60.500000000000007 12 13 40.250000000000007 5.5000000000000009 2010.5000000000002 39.07500000000001 25.500000000000004 2020.5000000000002
decision_type=9 9 9 9 9 8 8 8 10 10 9 9 9 9 9 9 8 10 9 8 8 8 9 9 10 10 8 10 10 8
left_child=1 -1 13 -4 5 19 -6 8 9 -8 12 27 23 16 15 -15 -2 -17 25 -5 -3 -22 -9 -10 28 -18 -14 -12 -25 -28
right_child=2 20 3 4 6 -7 7 22 10 -11 11 -13 26 14 -16 17 18 -19 -20 -21 21 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-2.614317201859152e-05 -1.3019727081413561e-06 -5.1059654822683932e-06 3.3548759212371934e-06 -2.9548936292249439e-06 7.8930457737276541e-05 -6.0541469179544061e-05 -9.3226006510771351e-05 6.7875426167715182e-05 3.5780538427790119e-05 -0.00015434858038058773 1.3771982583220141e-06 6.3908282952042871e-06 0.00010855270691265157 5.0757198187675123e-07 3.565383802126413e-06 5.7374514580500675e-07 -8.7520032684753356e-07 -4.7241657455871566e-06 9.2703355888733112e-07 2.1742126972224174e-06 1.0935386519802531e-05 -4.0748315230492436e-05 -3.0153951343566274e-06 1.8361488341570427e-06 -4.1255861578025237e-05 1.7412586140553853e-06 -0.00013192918586692282 -2.0949902418296531e-05 -7.0887520934082276e-05 -1.1733988349525937e-05
leaf_weight=102 25 37 288 91 56 30 25 148 145 39 55 142 35 198 423 45 77 69 108 37 94 25 163 144 36 26 32 62 57 124
leaf_count=102 25 37 288 91 56 30 25 148 145 39 55 142 35 198 423 45 77 69 108 37 94 25 163 144 36 26 32 62 57 124
internal_value=6.53285e-05 -0.00330112 0.000401338 -0.000165116 -0.0005 -0.00288757 -0.000178964 -0.000341059 -0.00077592 -0.00406154 -0.000518607 0.000874074 -0.00114384 0.001389 0.00184987 0.000520124 -6.47772e-05 -0.001792 0.000584906 -0.0016124 -0.00105389 -3.33332e-05 0.000910257 -0.000284987 -0.00117742 -0.00129825 -0.00275248 -0.00103125 -0.000574257 -0.00366879
internal_weight=2938 258 2680 1709 1421 158 1263 1207 896 64 832 259 573 971 735 312 236 114 211 128 156 119 311 382 237 103 191 117 201 156
internal_count=2938 258 2680 1709 1421 158 1263 1207 896 64 832 259 573 971 735 312 236 114 211 128 156 119 311 382 237 103 191 117 201 156
cat_boundaries=0 30 32 61 62 74 77 79 81 92 93 94 96 97 98
cat_threshold=268435456 4 0 0 1073741824 0 0 0 0 0 0 0 2048 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 32768 0 0 128 4096 16826370 32 1073741824 8 0 0 2147557376 0 0 0 1 0 0 4 8192 512 0 0 0 0 0 10240 0 0 20971520 0 0 268451840 0 0 524288 1197312 1 0 0 2097152 0 0 131072 536870912 65536 0 32 256 4 1024 524288 66 34 32802 32 0 16 67108864 4 2 64 0 0 65536 0 8192 16416 2 108608 32 136 266
is_linear=0
shrinkage=0.04


Tree=665
num_leaves=31
num_cat=9
split_feature=8 8 12 2 3 8 0 12 9 0 2 5 2 3 0 2 2 2 0 2 3 4 11 12 2 2 2 4 6 4
split_gain=1.1883 0.700968 0.852446 0.688717 0.910805 0.336341 0.348597 0.288183 0.415339 0.392474 0.360134 0.331924 0.688914 0.329338 0.494362 0.676485 0.591957 0.528313 0.517397 0.420238 0.341187 0.462936 0.319924 0.314618 0.437156 0.322562 0.25535 0.381398 0.382066 0.235404
threshold=0 1 2 99.000000000000014 2008.5000000000002 3 30.500000000000004 4 5 38.20000000000001 15.500000000000002 1.5000000000000002 13.500000000000002 2014.5000000000002 36.400000000000006 78.500000000000014 37.500000000000007 6.5000000000000009 42.250000000000007 169.50000000000003 1998.5000000000002 2025703500.0000002 6 7 14.500000000000002 44.500000000000007 1025.0000000000002 390.00000000000006 8 45.000000000000007
decision_type=9 9 9 10 10 9 10 9 9 10 8 8 10 10 10 8 10 8 10 10 10 8 9 9 8 10 8 10 9 10
left_child=5 2 29 4 -4 6 -1 11 9 -9 -11 12 -3 14 17 16 20 -10 19 -17 21 -16 -13 -19 -25 -26 27 28 -24 -2
right_child=1 7 3 -5 -6 -7 -8 8 13 10 -12 22 -14 -15 15 18 -18 23 -20 -21 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-5.6653381892357864e-07 -8.1592247321248551e-08 0.00049616621470810658 -6.2121887447934404e-07 -2.993150660736431e-05 -2.3708137074988402e-05 1.0422656094605351e-05 3.3278708354217336e-06 4.3585024218128163e-06 -3.1108691704121246e-06 -2.3116168580409337e-05 1.0519398493393594e-05 4.383040251353807e-05 -4.2891652049266502e-05 4.1414361693792667e-05 -7.6000832012001684e-05 -6.4093489119249902e-05 5.3260161130337346e-05 5.9905342413469035e-07 -6.1401799705768149e-05 -2.2366391913427806e-05 -0.00027749396023056912 1.299723627641142e-07 7.0756588471142067e-05 8.2188403519706493e-06 -4.0138947774288557e-07 5.0857566535625244e-07 0.00052487033311489307 -2.9454127476491971e-05 -1.5629676297930556e-07 2.4581148719300212e-05
leaf_weight=47 200 25 169 39 27 128 384 66 60 58 79 105 25 65 29 56 51 114 43 27 40 176 217 36 124 83 72 44 318 25
leaf_count=47 200 25 169 39 27 128 384 66 60 58 79 105 25 65 29 56 51 114 43 27 40 176 217 36 124 83 72 44 318 25
internal_value=0.00024821 -0.000145973 -0.00152866 -0.00317073 -0.00231472 0.00188772 0.00127602 0.000193347 -0.000225402 0.00136449 0.000202899 0.00076377 -0.00235294 -0.000594535 -0.000814286 -0.00177778 -0.000727273 0.00016268 -0.00422047 -0.00604762 -0.00154472 -0.000873786 0.000982827 0.000748603 -0.000110236 -0.000826923 0.000610272 0.000337931 0.000634328 0.000254237
internal_weight=2932 2373 460 235 196 559 431 1913 1107 203 137 806 50 904 839 422 296 417 126 83 245 205 756 357 243 207 651 579 535 225
internal_count=2932 2373 460 235 196 559 431 1913 1107 203 137 806 50 904 839 422 296 417 126 83 245 205 756 357 243 207 651 579 535 225
cat_boundaries=0 29 55 57 80 82 84 87 88 89
cat_threshold=0 0 4 0 2147549184 0 262144 2147483648 1 32768 0 4 0 1049088 0 0 0 0 0 8192 0 0 4194304 0 0 268451840 64 0 128 268435456 12 0 0 0 1 0 0 0 0 0 33554432 2048 0 0 0 0 0 33558528 2048 384 0 0 8 0 32768 17894464 32 0 0 0 0 0 0 262144 2147483648 0 0 0 4 0 1049088 0 0 0 0 0 8192 0 0 4194304 140290 34 1073741825 20480 49152 2147483648 524288 67109216 326
is_linear=0
shrinkage=0.04


Tree=666
num_leaves=31
num_cat=13
split_feature=7 8 4 9 12 2 9 12 6 0 6 4 2 7 2 2 2 2 12 2 2 0 0 7 2 0 2 2 6 12
split_gain=1.17511 0.765847 0.599541 0.613549 0.699043 0.600091 0.581075 0.643049 0.548827 0.508742 0.466338 0.889345 0.451265 0.411881 0.357712 0.347004 0.327789 1.98809 0.558212 0.442066 0.374566 0.311598 0.311171 0.300925 0.556563 0.295612 0.271301 0.263147 0.253426 0.379925
threshold=0 1 20782.500000000004 2 3 32.500000000000007 4 5 6 45.425000000000004 7 9530980000.0000019 13.500000000000002 8 1.0000000180025095e-35 129.50000000000003 11.500000000000002 15.500000000000002 9 59.500000000000007 45.500000000000007 16.750000000000004 38.20000000000001 10 38.500000000000007 33.175000000000004 49.500000000000007 14.500000000000002 11 12
decision_type=9 9 8 9 9 10 9 9 9 8 9 8 10 9 10 10 8 8 9 10 8 10 10 9 10 10 10 10 9 9
left_child=15 2 12 4 25 -6 7 9 -8 10 11 -3 -2 -9 -10 16 22 -18 20 21 -19 -20 -1 24 27 -4 -22 -12 -15 -30
right_child=1 6 3 -5 5 -7 8 13 14 -11 23 -13 -14 28 -16 -17 17 18 19 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-7.8177698816480431e-06 5.6763668470599963e-06 -0.00025109212992961878 -2.9585426329138738e-06 1.8407212302542094e-06 -1.413941076833699e-06 -2.2839868180641689e-05 -2.5890231550260072e-06 -1.1057580816866627e-06 -2.0972006067575155e-05 1.5014494417763106e-05 -1.1685858791346353e-08 -2.6526939749704948e-06 -4.6934886507878467e-05 2.626664047943055e-06 8.7253275586887406e-06 2.702212600543874e-06 -2.0895015866800853e-05 2.5618443152564975e-05 3.7135540623370991e-07 -2.6621390573565224e-05 -7.9109462855837348e-05 -1.33936511722075e-05 1.2764347042738875e-05 1.1645367814867811e-05 1.4827180636431851e-07 3.1096563479718955e-05 6.1365594173435247e-06 -1.2922471876708851e-06 0.00010214550507390964 -4.2779833022789755e-06
leaf_weight=26 25 25 42 167 99 59 138 129 25 32 31 117 33 408 491 36 31 48 30 39 28 86 53 175 83 61 37 48 106 238
leaf_count=26 25 25 42 167 99 59 138 129 25 32 31 117 33 408 491 36 31 48 30 39 28 86 53 175 83 61 37 48 106 238
internal_value=8.14402e-06 0.000333465 -0.00107847 -0.000578088 -0.00175 -0.00336095 0.000672825 0.000205275 0.00164812 -0.000911877 -0.00125833 -0.00308497 -0.00488136 0.000856502 0.00224668 -0.00193882 -0.00234301 -0.00294667 -0.00181413 -0.00325301 0.000419355 -0.00218803 -4.99999e-05 -0.00037931 -0.00157225 0.000807018 -0.00151515 -0.00405 0.00121625 0.000383099
internal_weight=2946 2532 486 428 261 158 2046 1392 654 511 479 142 58 881 516 414 378 299 268 155 113 116 79 337 162 103 65 79 752 344
internal_count=2946 2532 486 428 261 158 2046 1392 654 511 479 142 58 881 516 414 378 299 268 155 113 116 79 337 162 103 65 79 752 344
cat_boundaries=0 16 46 48 49 51 53 54 55 72 74 82 83 85
cat_threshold=131073 0 0 2629632 524320 64 33554432 272629760 65536 134217728 0 384 8388608 0 0 32 0 4 0 0 0 0 262144 0 0 0 0 2048 2112 0 0 4096 0 0 33558528 0 384 0 0 0 0 0 0 0 0 4096 0 10240 16805184 262144 43140 199008 2 68 448 2 1 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 4096 8226 32 0 0 0 4 0 0 131072 131072 330 1082368 32
is_linear=0
shrinkage=0.04


Tree=667
num_leaves=31
num_cat=11
split_feature=11 9 6 12 3 2 3 12 4 2 2 2 3 2 2 4 14 9 18 0 0 12 6 0 6 2 2 3 2 0
split_gain=0.818753 0.411236 0.540145 0.543518 0.471538 0.679941 0.359656 0.415675 0.549368 0.407562 0.393061 0.464789 0.37969 0.367884 0.503775 0.293243 0.279109 0.582361 0.955677 0.461294 0.541301 0.457937 0.374504 0.267984 0.258593 0.282482 0.467612 0.232042 0.266125 0.423458
threshold=0 1 2 3 2005.5000000000002 13.500000000000002 2010.5000000000002 4 1972110000.0000002 595.00000000000011 224.50000000000003 111.00000000000001 2005.5000000000002 94.500000000000014 24.500000000000004 7250450000.000001 5 6 7 39.07500000000001 35.250000000000007 8 9 38.57500000000001 10 37.500000000000007 49.500000000000007 1994.5000000000002 4.5000000000000009 42.250000000000007
decision_type=9 9 9 9 10 8 10 9 10 10 10 10 8 10 10 10 9 9 9 10 10 9 9 10 9 10 10 10 8 10
left_child=-1 2 -2 -4 5 -5 7 8 12 10 11 15 -3 14 -8 16 -9 19 -19 20 -18 27 -20 -16 25 -14 -27 28 -21 -30
right_child=1 6 3 4 -6 -7 13 9 -10 -11 -12 -13 24 -15 23 -17 17 18 22 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-2.3483033083666569e-05 5.6121588164593452e-05 -4.3636272598609954e-06 8.3575670118974442e-06 1.7210441186672074e-07 0.0017648143372144887 -0.00015054510313032126 -1.3564805953657981e-07 1.6677555314801174e-06 -6.4489877872611056e-05 -7.6916048314785542e-05 2.9107770616016387e-05 -3.1638092944201093e-05 1.0028827485571065e-06 6.2529815978703621e-06 -2.4981205251520256e-06 5.9753827724168581e-06 -1.6551804888314813e-07 -6.7342789799477643e-05 -2.7328651425409441e-05 1.3611920507638682e-05 -0.00042937524112908666 1.1595543975637807e-05 4.3255626145685987e-07 -3.0708540271886689e-05 0.00016776001218956929 -1.6701727747496858e-06 1.2929213028544527e-07 3.2322585375529055e-05 -5.8056028093420229e-07 -2.5578816680582334e-05
leaf_weight=105 265 44 122 41 26 47 132 153 28 38 53 49 245 29 26 44 352 31 113 42 49 225 130 34 162 25 116 47 152 39
leaf_count=105 265 44 122 41 26 47 132 153 28 38 53 49 245 29 26 44 352 31 113 42 49 225 130 34 162 25 116 47 152 39
internal_value=1.88872e-05 0.000151917 0.00117969 -0.000226721 -0.002112 -0.00368539 -7.09158e-05 8.79328e-05 0.000950872 -0.000269633 -0.000164865 -0.000291521 0.00122766 -0.0016036 -0.00223834 -0.000153846 -0.000260869 -0.000470193 -0.00204912 2.61724e-05 -0.000985074 0.00083004 -0.00126229 -0.0052459 0.00151548 0.000866499 -0.000535211 -0.000274914 -0.000803419 -0.0014375
internal_weight=2964 2859 501 236 114 88 2358 2137 620 1517 1479 1426 592 221 192 1377 1333 1180 274 906 401 505 243 60 548 386 141 280 233 191
internal_count=2964 2859 501 236 114 88 2358 2137 620 1517 1479 1426 592 221 192 1377 1333 1180 274 906 401 505 243 60 548 386 141 280 233 191
cat_boundaries=0 3 5 6 8 10 11 13 14 16 17 18
cat_threshold=2 66080 2049 1073873280 164 216 68642 32 83887456 2 131216 0 6144 4 1073154 32 198 456
is_linear=0
shrinkage=0.04


Tree=668
num_leaves=31
num_cat=10
split_feature=8 7 12 2 8 13 0 12 12 1 4 2 3 0 1 4 12 2 2 2 4 2 3 1 2 8 12 2 2 0
split_gain=1.23072 0.979729 0.51623 0.661012 0.580022 0.510017 0.754074 0.53323 0.486428 0.477084 0.459167 0.715885 0.522546 0.42525 0.484478 0.421872 0.392216 0.434465 0.52761 0.385881 0.332727 0.347696 0.323171 0.348674 0.459765 0.314474 0.296077 0.492637 0.251182 0.249219
threshold=0 1 2 58.500000000000007 3 4 33.175000000000004 5 6 4.5000000000000009 20782.500000000004 8.5000000000000018 2014.5000000000002 40.250000000000007 5.5000000000000009 22.000000000000004 7 12.500000000000002 8.5000000000000018 131.00000000000003 6670500000.000001 14.500000000000002 1994.5000000000002 5.5000000000000009 20.500000000000004 8 9 2583.5000000000005 277.00000000000006 15.500000000000002
decision_type=9 9 9 8 9 9 10 9 9 10 8 10 10 10 10 10 9 10 8 8 8 8 10 8 8 9 9 8 8 10
left_child=10 25 3 9 16 6 -6 -8 15 -3 11 -1 13 14 26 -7 -4 18 -18 -5 -9 -22 23 -10 -25 -2 -12 -28 -26 -19
right_child=1 2 4 19 5 8 7 20 22 -11 12 -13 -14 -15 -16 -17 17 29 -20 -21 21 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=1.570366340029215e-05 8.9387924836633048e-10 2.9406204552669704e-06 1.1866615593978918e-06 1.7570911900528785e-06 -1.3798615120488139e-05 1.4703825565964528e-05 -6.7504284222747384e-05 -1.264523904164321e-05 4.8846302459425725e-06 -1.6732051916475847e-05 -2.8587213037343489e-06 -1.2119545312559189e-05 -4.7947929585584983e-06 3.9146798655025652e-05 -2.7504641631829482e-05 -2.897420416317802e-05 1.6367202658940465e-07 -1.6537063504244381e-10 -4.7250131028279667e-05 -2.1963606201171728e-05 -5.9831898116293219e-06 1.1996904804292271e-05 -2.4269282900106059e-05 1.0955466679512282e-05 -4.8550082511590843e-05 1.199930538626868e-05 4.8100033085883028e-06 -2.8910861299624838e-05 -6.0335375899801362e-05 1.1779255943464571e-06
leaf_weight=25 100 30 270 41 42 263 110 54 159 125 235 44 31 54 37 80 51 103 25 25 73 167 82 36 25 371 124 37 35 125
leaf_count=25 100 30 270 41 42 263 110 54 159 125 235 44 31 54 37 80 51 103 25 25 73 167 82 36 25 371 124 37 35 125
internal_value=6.5772e-05 0.000469413 6.41823e-05 -0.0017069 0.000303916 -0.000225154 -0.00126039 -0.000750617 0.000463097 -0.00320513 -0.00155853 -0.00462857 -0.00117148 -0.000844262 -0.00126267 0.00150282 0.0013265 0.000304762 -0.00228571 0.00155224 0.000183607 0.000829876 -0.000609195 7.81251e-05 -0.00181443 0.00208299 -0.000846347 0.000488372 -0.00393443 0.00118777
internal_weight=2979 2392 1921 221 1700 1126 446 404 680 155 587 69 518 487 433 343 574 304 76 66 294 240 337 255 96 471 396 161 60 228
internal_count=2979 2392 1921 221 1700 1126 446 404 680 155 587 69 518 487 433 343 574 304 76 66 294 240 337 255 96 471 396 161 60 228
cat_boundaries=0 30 48 50 76 77 78 79 81 110 112
cat_threshold=2415919120 0 0 0 1073741824 0 262144 2147483648 0 0 0 0 10304 0 0 4096 0 0 4096 0 2147483776 0 0 8 0 0 0 0 0 4096 268435456 16 1141899264 2052 0 2 0 8192 33556480 0 32768 2097152 0 268435456 0 0 1073745936 32768 24576 2 0 8 0 0 2147483648 0 0 0 0 32768 0 133124 0 1048576 0 0 0 0 0 0 256 0 16777216 0 0 16384 12 67141920 164130 84967488 32 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 16777216 0 0 0 0 0 524288 100418 32
is_linear=0
shrinkage=0.04


Tree=669
num_leaves=31
num_cat=12
split_feature=8 8 12 7 9 2 3 12 3 2 2 11 6 2 12 2 6 2 2 2 8 12 2 2 2 4 2 3 2 2
split_gain=1.81216 0.740983 0.542159 0.574161 0.431198 0.503732 0.406729 0.400985 0.562869 0.538988 0.525388 0.382981 0.463852 0.379187 0.380102 0.746549 0.378688 0.398845 0.333205 0.394408 0.327836 0.35632 0.353566 0.311724 0.273414 0.271344 0.261597 0.219412 0.218821 0.202839
threshold=0 1 2 3 4 5.5000000000000009 2014.5000000000002 5 1993.5000000000002 8.5000000000000018 19.500000000000004 6 7 49.500000000000007 8 24.500000000000004 9 8.5000000000000018 44.500000000000007 129.50000000000003 10 11 25.500000000000004 17.500000000000004 2.5000000000000004 6670500000.000001 39.500000000000007 2005.5000000000002 4.5000000000000009 104.50000000000001
decision_type=9 9 9 9 9 10 10 9 10 8 8 9 9 10 9 10 9 8 8 10 9 9 8 10 8 8 10 8 8 8
left_child=-1 7 16 6 11 28 -4 8 9 -2 -11 13 29 14 15 -5 23 -18 -12 -20 22 -22 -9 -3 -16 -26 -25 -7 -6 -13
right_child=1 2 3 4 5 27 -8 20 -10 10 18 12 -14 -15 24 -17 17 -19 19 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-8.0219470275283324e-06 1.9056167715022363e-05 -0.00010947259290871432 1.214688805241561e-06 1.9342073862531819e-05 1.0610138401070555e-05 -1.530034639224448e-05 -1.7404594799859988e-06 1.553594585474896e-06 -1.8306271393275299e-05 -2.4178815437228302e-06 3.7582307496819567e-06 1.0841020035202704e-06 6.3905443356081769e-06 7.6616148188458615e-07 4.9929542950464003e-05 -1.9551192082401533e-06 3.0514533977991452e-05 -6.1110466275352556e-06 -4.7393142538866991e-06 2.4510929742077088e-06 -6.4378868967464261e-07 5.5437068231156334e-06 -1.8768337699009619e-05 5.9561648822655983e-06 -0.00024068194017097026 -7.0915937866464624e-06 -6.3937887494327589e-07 1.8550234960697288e-05 -7.9647750705085109e-05 -0.00016238823259205203
leaf_weight=108 43 26 515 78 83 43 31 45 70 45 54 71 132 130 28 25 38 146 87 25 118 130 91 31 25 178 68 347 61 54
leaf_count=108 43 26 515 78 83 43 31 45 70 45 54 71 132 130 28 25 38 146 87 25 118 130 91 31 25 178 68 347 61 54
internal_value=6.28631e-05 0.000265818 0.000641207 0.000907285 0.00042654 0.00127706 0.00198205 -0.000845619 -0.00186269 -0.00103529 -0.00186792 -0.000213115 0.001 -0.000892631 -0.00162388 0.00045614 -0.0008875 0.00028718 -0.000814371 -0.0020531 4.05065e-05 0.000895753 -0.00146939 -0.0025 -0.00246281 -0.00307843 -0.00164 0.00204604 -0.000717241 -0.000735294
internal_weight=2926 2818 2110 1801 1255 534 546 708 324 254 211 721 257 464 334 103 309 184 166 112 384 248 136 125 231 203 99 390 144 125
internal_count=2926 2818 2110 1801 1255 534 546 708 324 254 211 721 257 464 334 103 309 184 166 112 384 248 136 125 231 203 99 390 144 125
cat_boundaries=0 13 43 44 61 63 65 68 69 71 72 93 94
cat_threshold=2415919104 0 0 0 1073741824 0 0 0 0 0 0 33554432 2112 1073741840 4 0 134217728 0 1 262144 2147483648 0 0 0 0 8192 0 0 4096 0 0 33558528 2048 128 0 4194304 8 0 32768 64 0 524288 4096 9248 2 129 1074790400 2048 0 0 0 537010176 67584 32 0 0 0 268435456 0 0 1073745936 1 10256 16450 34 16420 0 524288 148 17858560 32 8 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 18024448
is_linear=0
shrinkage=0.04


Tree=670
num_leaves=31
num_cat=17
split_feature=7 8 12 8 4 9 7 12 11 3 12 17 4 9 5 12 4 3 3 4 5 3 11 3 12 15 4 16 3 8
split_gain=1.50875 1.13206 0.865487 0.527274 0.523074 0.370702 0.393581 0.39053 0.341824 0.306056 0.2935 0.365487 0.293026 0.2552 0.459648 0.238077 0.437331 0.226157 0.224539 0.188688 0.239828 0.164624 0.159837 0.15871 0.171492 0.171211 0.113214 0.111343 0.108461 0.105274
threshold=0 1 2 3 481.00000000000006 4 5 6 7 2015.5000000000002 8 9 5368.5000000000009 10 3.5000000000000004 11 950.00000000000011 2012.5000000000002 2007.5000000000002 237200.00000000003 5.5000000000000009 2015.5000000000002 12 2010.5000000000002 13 14 120418.00000000001 15 2017.5000000000002 16
decision_type=9 9 9 9 10 9 9 9 9 10 9 9 8 9 8 9 10 8 8 8 8 8 9 10 9 9 10 1 8 9
left_child=-1 2 27 9 13 7 -7 21 28 15 18 12 -12 17 -15 16 -3 -4 -10 -20 -21 -5 -22 24 29 -26 -14 -2 -8 -13
right_child=1 3 4 5 -6 6 8 -9 10 -11 11 23 26 14 -16 -17 -18 -19 19 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.6447912267875437e-06 1.9403328020032117e-05 1.2680753965223577e-06 -1.1211486112285528e-05 -1.8343235603444208e-05 1.2479822990816452e-05 5.6542703786422663e-06 0.00044899815122571493 6.7939121095215276e-06 -9.5436234013156765e-06 -1.5148393022755774e-06 0.00014344325510483601 2.3329495457440215e-07 -3.8064329964793797e-05 -7.4876813784574743e-06 -5.3962141915704363e-05 4.5506706532731474e-06 -6.4494797691463227e-05 -3.7909114413864637e-06 5.3501489622959111e-06 -1.7901480943891941e-05 3.7436967575943929e-08 3.3255846744621493e-06 8.8622662323206496e-06 -1.1816567287945043e-05 -1.7772723240767383e-06 2.4867233347702572e-07 -4.168869457399579e-06 -6.8380024683913602e-07 5.1169053712530104e-07 4.5469827221560344e-07
leaf_weight=212 77 115 26 40 44 129 37 143 47 26 29 119 102 37 85 249 25 98 32 38 150 96 203 90 172 134 25 26 90 278
leaf_count=212 77 115 26 40 44 129 37 143 47 26 29 119 102 37 85 249 25 98 32 38 150 96 203 90 172 134 25 26 90 278
internal_value=0.000153277 0.00040678 -0.00155446 0.000737815 -0.00265781 0.00045598 0.000225386 0.00177931 4.11048e-05 0.00201878 -0.000142657 -0.000545833 -0.0022515 -0.00346559 -0.00475188 0.00234872 0.000794702 -0.00165926 0.000665281 0.000971698 0.00072449 0.000163265 0.00105085 -0.000184079 1.70456e-05 -0.000681388 -0.00321875 0.00150877 0.00194203 0.000558824
internal_weight=2974 2762 393 2369 290 1954 1675 279 1546 415 1419 949 156 246 122 389 140 124 470 423 391 136 353 793 703 306 127 103 127 397
internal_count=2974 2762 393 2369 290 1954 1675 279 1546 415 1419 949 156 246 122 389 140 124 470 423 391 136 353 793 703 306 127 103 127 397
cat_boundaries=0 18 48 49 78 80 97 99 101 102 103 105 107 108 110 111 112 135
cat_threshold=131073 0 100663296 0 524288 8258 33554432 0 0 268435456 0 0 268435456 0 0 32 0 128 1342177296 4 0 134217728 0 0 0 0 0 0 0 2048 2112 0 0 4096 0 0 33558528 0 2147483648 0 0 8 0 32768 64 0 0 4096 1183008 0 8 0 0 2147549184 0 0 0 1 0 0 4 0 1536 0 0 0 0 0 0 256 0 0 0 0 268451840 0 0 524288 1073742081 20 268435456 1 536870912 4 0 0 0 0 0 0 0 0 16 0 0 0 16 9282 32 16384 2147484672 68362304 13 0 2048 1212480 32 32 16777474 32 201326592 2 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=671
num_leaves=31
num_cat=5
split_feature=7 7 4 0 2 11 6 3 2 2 7 2 4 3 3 3 3 3 3 0 0 2 0 0 2 2 4 4 0 2
split_gain=1.38889 0.617188 0.437525 0.467565 0.515027 0.422038 0.470509 0.436069 0.414739 0.35344 0.488292 0.32225 0.397735 0.306329 0.291151 0.314028 0.309375 0.409119 0.300502 0.234078 0.224055 0.214738 0.204343 0.201355 0.436649 0.256093 0.195196 0.309028 0.231471 0.426224
threshold=0 1 4050.0000000000005 42.710000000000008 36.500000000000007 2 3 1995.5000000000002 3.5000000000000004 1.5000000000000002 4 94.500000000000014 293.00000000000006 1996.5000000000002 2012.5000000000002 2016.5000000000002 2005.5000000000002 2001.5000000000002 1962.0000000000002 23.500000000000004 18.500000000000004 9.5000000000000018 33.175000000000004 37.750000000000007 63.500000000000007 2.5000000000000004 1950.0000000000002 293.00000000000006 16.750000000000004 50.500000000000007
decision_type=9 9 8 10 10 9 9 10 8 10 9 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10
left_child=-1 2 -2 4 13 8 9 23 -3 -7 21 14 -13 19 16 -16 17 18 26 -4 -12 -11 -9 25 -25 -8 27 28 -10 -30
right_child=1 5 3 -5 -6 6 7 22 11 10 20 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.1391406694388363e-05 -8.5994513358265294e-06 3.1302715330692419e-05 -6.1048483737312042e-07 -3.5017619873078769e-06 2.3113089233123375e-06 -2.3806116807296275e-06 -8.2742566699813003e-06 -3.2770488996958149e-06 4.8482093851753537e-07 -3.3716648451669002e-05 3.4903388310833599e-07 -1.2631569814856128e-06 -7.4904621114680264e-05 -1.1720789534209254e-05 -1.7851546219795003e-05 -2.9449640360411634e-06 0.00057670990339819264 -0.0001130831487584884 1.8899861105046616e-05 1.9028672071902224e-06 8.4203946386985109e-06 9.5458190577661311e-08 -1.5123526033598717e-05 4.0423773406880567e-06 -2.4769955435881354e-05 2.1686963582899265e-05 4.1589555328041404e-06 -7.0659941001958128e-06 -9.8198509717685997e-07 -1.2669156270430629e-06
leaf_weight=335 37 119 37 39 135 88 48 28 47 28 192 77 25 45 28 81 62 32 74 77 244 214 44 83 31 89 103 27 447 42
leaf_count=335 37 119 37 39 135 88 48 28 47 28 192 77 25 45 28 81 62 32 74 77 244 214 44 83 31 89 103 27 447 42
internal_value=0.000335249 1.9742e-05 -0.00146982 -0.00104192 -0.000488135 0.000270318 0.000832727 -0.000443114 -0.000258723 0.00136937 0.00169661 -0.000516252 -0.00264078 -0.002025 -0.000283898 -0.00221818 -2.87424e-05 -0.000248383 -5.3981e-05 -0.000904348 0.0024698 0.000189723 -0.00317808 0.000333333 -0.000904348 0.00136232 -0.000323838 -0.000617021 -0.000402234 -0.000661224
internal_weight=2958 2623 370 333 294 2253 1089 323 1164 766 678 1045 102 159 943 109 834 772 740 114 436 242 72 251 114 137 666 563 536 489
internal_count=2958 2623 370 333 294 2253 1089 323 1164 766 678 1045 102 159 943 109 834 772 740 114 436 242 72 251 114 137 666 563 536 489
cat_boundaries=0 18 35 38 39 47
cat_threshold=268435458 268435457 537133056 512 2 0 0 8192 0 0 0 0 16 268435456 67108864 0 1073745936 128 16384 128 67108864 2099204 0 134225922 33554432 0 0 32 0 256 0 0 0 32 128 5 1568 528384 138 0 0 0 0 0 64 0 537001984
is_linear=0
shrinkage=0.04


Tree=672
num_leaves=31
num_cat=8
split_feature=8 3 8 1 0 12 8 0 2 6 1 2 3 2 0 2 2 12 3 2 2 11 2 1 0 0 17 3 4 2
split_gain=1.28491 0.614357 0.54698 0.465711 0.394939 0.357039 0.616199 0.52057 0.448044 0.404227 0.438233 0.363124 0.369672 0.352781 0.349428 0.287371 0.285313 0.282047 0.343986 0.263154 0.24703 0.232295 0.34927 0.22789 0.202055 0.666298 0.278114 0.480477 0.313746 0.279478
threshold=0 2016.5000000000002 1 5.5000000000000009 39.07500000000001 2 3 12.250000000000002 44.500000000000007 4 5.5000000000000009 37.500000000000007 2020.5000000000002 17.500000000000004 35.850000000000009 22.500000000000004 59.500000000000007 5 1991.5000000000002 7.5000000000000009 1025.0000000000002 6 8.5000000000000018 5.5000000000000009 16.750000000000004 21.500000000000004 7 1996.5000000000002 3425710000.0000005 16.500000000000004
decision_type=9 8 9 8 10 9 9 10 10 9 10 8 8 8 10 8 10 9 10 10 10 9 10 10 10 10 9 10 10 10
left_child=1 -1 17 4 -3 6 8 13 14 16 11 12 -11 -7 -4 19 21 18 -2 -6 24 22 -8 -24 -9 -26 27 28 29 -27
right_child=2 3 5 -5 15 7 9 20 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-2.0735617716624929e-05 2.5512815583345198e-06 1.9602862124536816e-05 6.2809913532118708e-06 -0.00040547666311489296 2.6664199875942531e-06 -1.3024355926143665e-05 4.3741054877286275e-05 2.3979278877879921e-07 -4.7072540745095747e-05 -7.1175542658158896e-05 -6.818457067331978e-05 0.00021377166105302628 4.6173782667163399e-05 -2.6109414266427257e-07 -8.7895330546454003e-06 6.7341904702704883e-06 1.3493167870871666e-06 5.2219178479409926e-06 -3.4634447145195132e-05 -6.0905638632701168e-06 0.00012015303469302551 1.0774574193236787e-06 -6.3670058154677509e-07 4.3616774227072544e-06 -4.1469050774358719e-06 -5.4309378092408227e-06 1.2614274229174062e-06 -1.501849743443612e-05 0.00074840888672616981 7.8157392852914597e-07
leaf_weight=29 79 33 45 25 26 29 78 148 32 33 38 51 63 46 62 59 169 220 25 45 25 310 148 28 69 176 639 58 26 125
leaf_count=29 79 33 45 25 26 29 78 148 32 33 38 51 63 46 62 59 169 220 25 45 25 310 148 28 69 176 639 58 26 125
internal_value=0.000202721 -0.00268421 0.000442005 -0.00194709 -0.00114634 0.000229141 0.000775281 -0.000204142 -0.00162667 0.00115393 -0.000510204 0.00045946 -0.000989691 -0.00342105 -0.000481481 -0.0021374 0.00157527 0.00195821 0.000139131 -0.00383333 -1.26281e-05 0.00116106 0.000211321 -0.000768361 -9.33976e-05 -0.000281535 -2.34145e-05 -0.000858586 -0.000280488 -0.000649006
internal_weight=2939 217 2722 188 163 2398 1057 1341 139 918 185 147 96 75 107 130 733 324 104 71 1266 564 254 176 1241 1093 1024 385 327 301
internal_count=2939 217 2722 188 163 2398 1057 1341 139 918 185 147 96 75 107 130 733 324 104 71 1266 564 254 176 1241 1093 1024 385 327 301
cat_boundaries=0 30 60 62 91 92 93 95 96
cat_threshold=268435456 0 0 134217728 1073741824 0 0 2147483648 0 0 0 2048 2048 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 0 4096 0 14 0 0 2147549184 1 0 0 0 0 0 0 0 512 0 0 0 0 0 8192 0 0 0 0 0 16384 0 0 0 8192 17869056 34 0 2048 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 524288 142 41056 32772 2147484672 42
is_linear=0
shrinkage=0.04


Tree=673
num_leaves=31
num_cat=9
split_feature=7 8 17 12 8 2 0 9 12 3 3 6 1 2 12 1 1 2 5 0 2 1 2 2 2 0 0 2 0 2
split_gain=1.56455 1.29178 1.14464 0.495237 0.488466 0.522061 0.431446 0.415254 0.428743 0.339021 0.460097 0.330398 0.38684 0.493247 0.333392 0.49991 0.276969 0.543192 0.422429 0.275289 0.367517 0.271047 0.277647 0.316714 0.484639 0.265751 0.262066 0.25294 0.228915 0.195027
threshold=0 1 2 3 4 15.500000000000002 44.07500000000001 5 6 2008.5000000000002 1994.5000000000002 7 5.5000000000000009 3.5000000000000004 8 5.5000000000000009 2.5000000000000004 88.500000000000014 3.5000000000000004 42.710000000000008 11.500000000000002 4.5000000000000009 62.500000000000007 17.500000000000004 3.5000000000000004 16.750000000000004 39.07500000000001 44.500000000000007 38.57500000000001 17.500000000000004
decision_type=9 9 9 9 9 10 10 9 9 8 10 9 8 10 9 10 10 10 8 10 10 10 10 10 10 10 10 10 10 10
left_child=-1 3 6 19 5 -4 16 -6 -9 10 -10 14 13 -13 15 -11 -3 18 -18 20 -2 -16 23 24 -23 -25 -19 -7 -15 -22
right_child=1 2 4 -5 7 27 -8 8 9 11 -12 12 -14 28 21 -17 17 26 -20 -21 29 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=8.995923353260472e-06 4.0729687985895158e-06 2.0904392934869011e-05 -5.4899220980621774e-06 2.317021469468357e-06 8.3304358926869455e-06 6.9244971384368961e-06 5.1993955555334823e-06 2.6793778555039789e-07 4.1838275283775831e-05 1.2597290809650664e-07 -0.00013304465805104415 -0.00016563015962353856 0.00013017178016824004 1.0781945239522956e-05 -5.2175699842390732e-05 -2.8418568736190661e-05 9.9296541517866452e-07 -1.3006086621083152e-05 -1.4108705400735478e-05 -5.0051629311572267e-05 -3.7044963242130522e-07 2.8942456315573572e-06 -3.3482308355370741e-06 -8.3919740784856117e-07 -0.00062276487219401584 1.1554737465441212e-05 -4.6869789633335804e-05 -1.3724147325574465e-05 2.958434931154378e-09 2.7087499503125621e-07
leaf_weight=342 59 25 46 316 138 34 26 524 31 304 92 50 74 43 47 55 38 25 39 40 26 28 30 29 36 29 25 26 252 97
leaf_count=342 59 25 46 316 138 34 26 524 31 304 92 50 74 43 47 55 38 25 39 40 26 28 30 29 36 29 25 26 252 97
internal_value=0.000131192 -0.000209634 -0.000668935 0.00151548 -0.000366152 -0.00287179 -0.00364021 -0.000198533 -0.000381651 -0.000828083 -0.00280645 -0.000584867 0.000269768 -0.000289017 -0.00120914 -0.000443243 -0.00465359 -0.00540625 -0.00323077 3.43349e-05 0.000699454 -0.00249524 -0.00177778 -0.000910569 -0.00283077 0.00122034 -0.00862745 -0.000655738 0.000337838 -0.000548387
internal_weight=2926 2584 2046 538 1868 106 178 1762 1624 1100 123 977 419 345 558 359 152 127 77 222 182 199 152 122 64 58 50 60 295 123
internal_count=2926 2584 2046 538 1868 106 178 1762 1624 1100 123 977 419 345 558 359 152 127 77 222 182 199 152 122 64 58 50 60 295 123
cat_boundaries=0 17 46 47 49 62 64 66 67 68
cat_threshold=268451842 17 0 2621952 0 0 0 8192 0 8240 32800 0 128 268435456 0 0 1073741840 16 8 0 0 2147549184 0 0 0 1 32768 0 131072 0 512 0 0 0 0 0 8192 384 0 4194304 0 0 16384 64 0 524288 6 17991776 2 3221225472 0 0 0 0 0 0 0 0 0 0 0 10240 1073741824 4 17967104 34 92 49474
is_linear=0
shrinkage=0.04


Tree=674
num_leaves=31
num_cat=10
split_feature=7 7 2 11 12 2 2 2 12 2 2 2 9 2 7 2 6 2 2 12 2 5 2 7 2 2 2 2 2 2
split_gain=1.50518 0.557355 0.741348 0.615045 0.43309 0.482824 1.54793 0.653686 0.432622 0.347436 0.336544 0.832638 0.336285 0.446588 0.270235 0.25631 0.240044 0.376336 0.392412 0.237374 0.435553 0.768171 0.293944 0.266582 0.289733 0.265773 0.249262 0.232748 0.227489 0.226317
threshold=0 1 35.500000000000007 2 3 94.500000000000014 136.50000000000003 725.00000000000011 4 58.500000000000007 63.500000000000007 32.500000000000007 5 1.5000000000000002 6 15.500000000000002 7 6.5000000000000009 16.500000000000004 8 58.500000000000007 1.5000000000000002 23.500000000000004 9 14.500000000000002 13.500000000000002 28.500000000000004 21.500000000000004 12.500000000000002 44.500000000000007
decision_type=9 9 8 9 9 10 10 10 9 8 10 10 9 10 9 10 9 8 8 9 8 8 10 9 8 8 8 10 10 10
left_child=8 2 27 -3 10 16 -7 -8 14 -4 11 12 13 -5 -1 -14 17 -6 -19 23 21 -21 -23 24 -18 -25 -26 28 -2 -13
right_child=1 3 9 4 5 6 7 -9 -10 -11 -12 29 15 -15 -16 -17 19 18 -20 20 -22 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-1.8461550984530128e-07 -1.4952870644767936e-05 -5.5381394046477801e-06 3.641936163170101e-05 -0.00012270638073852026 -5.4393190387175479e-05 -4.5337287988663803e-05 9.3342823142435834e-05 -6.6292785816305481e-05 3.7862145853198089e-06 -2.9443248188492033e-07 1.9944967419125519e-06 -3.6642765414919847e-05 1.5589491421019101e-05 -8.2624557673578816e-07 8.3652229339757219e-06 -2.9121963210319394e-05 3.777849898035489e-06 4.5308782071926162e-05 -3.172468688155741e-06 -5.4457619790478276e-05 -1.5689965725644068e-06 1.7647593138902688e-06 2.5843855211279351e-06 1.0009702330968528e-05 -8.6867208158089046e-06 8.6276377952077105e-06 2.4475418323276211e-07 -2.6482400448851564e-05 -3.6044400809241127e-08 -5.1133779240232059e-07
leaf_weight=124 97 136 35 27 34 39 80 30 332 132 118 35 110 139 103 44 36 38 80 32 105 204 124 236 28 245 44 30 60 41
leaf_count=124 97 136 35 27 34 39 80 30 332 132 118 35 110 139 103 44 36 38 80 32 105 204 124 236 28 245 44 30 60 41
internal_value=0.000394656 -5.23205e-05 -0.00149041 0.000208333 0.000402128 0.000775988 -0.00136 0.00108108 0.0022386 0.000404762 -0.000579047 -0.00114861 -0.000249221 -0.00144633 0.000789916 0.00106667 0.00104722 -0.000441718 0.000605042 0.00125446 0.000546219 0.00121884 0.00179939 0.00179333 -6.72268e-05 0.00220325 -0.00153425 -0.00325532 -0.00260759 -0.00488312
internal_weight=2918 2359 354 2005 1869 1355 149 110 559 167 514 396 320 166 227 154 1206 152 118 1054 465 360 328 589 108 481 72 187 157 76
internal_count=2918 2359 354 2005 1869 1355 149 110 559 167 514 396 320 166 227 154 1206 152 118 1054 465 360 328 589 108 481 72 187 157 76
cat_boundaries=0 18 36 38 40 42 44 52 53 54 71
cat_threshold=268435456 17 8192 2560 34 2 0 139264 0 134217728 8192 0 16 268435456 0 0 16 512 1 0 67108864 4 0 134225984 0 536870912 33554432 268435456 0 128 0 0 0 32 1073741952 128 67141633 66048 16801888 2 67208448 32 0 2048 0 0 0 0 2 0 0 131072 4 67144706 0 0 0 262144 0 0 131072 0 2048 32 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=675
num_leaves=31
num_cat=11
split_feature=15 0 1 2 10 0 2 9 0 12 14 12 0 13 11 12 17 12 2 2 3 0 2 3 2 2 1 2 2 2
split_gain=0.547253 0.792256 0.489168 0.802566 0.405469 0.376746 0.536371 0.371913 0.434535 0.304341 0.30098 0.3507 0.77732 0.493879 0.767649 0.494553 0.419575 0.452535 0.419561 0.416305 0.53496 0.429692 0.454719 0.364313 0.358774 0.357553 0.302788 0.283804 0.278201 0.2771
threshold=0 12.250000000000002 5.5000000000000009 60.500000000000007 1 40.250000000000007 4.5000000000000009 2 42.250000000000007 3 4 5 36.400000000000006 6 7 8 9 10 69.500000000000014 15.500000000000002 1998.5000000000002 27.750000000000004 41.500000000000007 2003.5000000000002 70.500000000000014 15.500000000000002 3.5000000000000004 5.5000000000000009 51.500000000000007 inf
decision_type=9 8 10 8 9 10 10 9 10 9 9 9 10 9 9 9 9 9 10 10 10 10 10 10 10 8 10 10 10 8
left_child=5 -2 4 -4 -3 6 -1 8 9 -6 -9 12 -12 14 15 -13 -15 18 -18 -16 21 22 -21 29 -23 27 -27 -14 -17 -19
right_child=1 2 3 -5 7 -7 -8 10 -10 -11 11 13 25 16 19 28 17 23 -20 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.2390538410744632e-06 -3.5403706088347227e-06 0.00041601026910152619 4.7699241173051292e-06 -4.9614190412685744e-05 8.8593999302570845e-06 -2.6299996679257409e-06 1.9202045102437967e-06 2.9450331377888137e-05 -1.5574336144517427e-05 0.00032884852214075253 8.5458927687281589e-07 1.4396713134429004e-05 1.6181149041971445e-05 2.0861236876597109e-05 -4.005957835118975e-06 -5.6816188282463698e-06 6.3185294191645766e-06 2.3660984842988561e-08 -4.0555961952755547e-06 -4.0198385031000712e-07 3.4776683349219706e-05 -5.1370075172639983e-06 5.3952228055385075e-08 -6.3955175230542621e-05 -7.7438022203363103e-05 -2.6025413104988933e-05 3.859932428256022e-07 -4.838110196141507e-05 2.976234656618245e-06 -8.8465578148542225e-05
leaf_weight=57 49 152 73 40 113 49 364 145 28 127 204 112 47 126 116 169 158 127 43 38 26 31 38 33 25 26 246 100 38 34
leaf_count=57 49 152 73 40 113 49 364 145 28 127 204 112 47 126 116 169 158 127 43 38 26 31 38 33 25 26 246 100 38 34
internal_value=0.000346167 0.000103434 0.000206954 -0.00235088 0.000333478 0.00158004 0.002 0.0001851 0.00154839 0.00215768 -1.69042e-05 -0.000167048 0.000586751 -0.000590222 -0.00137086 -1.21211e-05 0.000308271 -0.000344827 0.000962264 -0.00289123 -0.00432704 -0.00535338 -0.00332468 -0.00167805 -0.008 -0.000390476 0.000468865 -0.00197297 -0.00115596 -0.000962963
internal_weight=2934 2464 2415 113 2302 470 421 2150 268 240 1882 1737 623 1114 593 319 521 395 201 274 158 132 76 194 56 419 272 147 207 161
internal_count=2934 2464 2415 113 2302 470 421 2150 268 240 1882 1737 623 1114 593 319 521 395 201 274 158 132 76 194 56 419 272 147 207 161
cat_boundaries=0 1 2 4 6 7 9 10 11 13 14 15
cat_threshold=2150629376 48 1073872896 132 43104 32 145 85088 2 10 49156 40960 32 10 68288770
is_linear=0
shrinkage=0.04


Tree=676
num_leaves=31
num_cat=12
split_feature=7 8 12 0 18 2 12 7 5 2 9 0 2 12 2 0 0 15 3 7 0 2 2 0 0 3 6 9 4 2
split_gain=1.57726 1.11585 0.684471 0.860017 0.623064 0.552422 0.521778 0.536681 0.51129 0.92355 0.628232 0.575377 0.834379 0.706596 0.808691 1.04448 0.501745 0.460985 0.4554 0.426337 0.764198 0.353105 0.711305 0.408783 0.390651 0.3387 0.299852 0.344001 0.662442 0.489575
threshold=0 1 2 52.740000000000002 3 9.5000000000000018 4 5 1.5000000000000002 7.5000000000000009 6 30.500000000000004 99.000000000000014 7 129.50000000000003 40.675000000000004 15.500000000000002 8 1993.5000000000002 9 15.500000000000002 37.500000000000007 67.500000000000014 39.07500000000001 16.750000000000004 2020.5000000000002 10 11 6186315000.000001 4.5000000000000009
decision_type=9 9 9 10 9 10 9 9 8 10 9 10 10 9 8 10 10 9 10 9 10 8 10 10 10 8 9 9 8 8
left_child=6 5 4 8 -3 18 7 21 9 -4 -10 12 -12 26 15 25 -6 19 -2 20 -8 23 24 -1 -23 -15 -13 -28 -29 -30
right_child=1 2 3 -5 16 -7 17 -9 10 -11 11 13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=1.616814038163233e-06 -4.0358714859747029e-05 -6.0275007654028366e-05 7.8692488638687467e-05 -1.697216424126746e-05 -9.0890577632047956e-07 8.7649734420824137e-06 5.8623271998260653e-08 3.7808405684672455e-06 6.6432030999515294e-06 -4.6318211418496153e-05 -2.6848265176334143e-06 2.7577937958528955e-05 -1.5838976507552452e-05 -8.5113353130912149e-05 4.5688989449392442e-05 1.740617000900244e-05 3.6469633875960561e-06 4.3990585019029287e-06 0.00012810397078431493 1.3257530155653661e-06 -1.9210460154986015e-05 -1.6042966209115994e-05 7.3345245601098608e-07 -4.7515381093943703e-06 -6.4427710477043283e-06 -4.1923960060110423e-05 1.174196804888034e-05 -3.8080854393004718e-05 -0.00016559131783463904 9.8281000361311051e-06
leaf_weight=94 103 33 34 34 33 239 84 141 137 73 148 107 25 46 130 49 243 250 28 245 31 27 43 40 31 135 113 29 30 202
leaf_count=94 103 33 34 34 33 239 84 141 137 73 148 107 25 46 130 49 243 250 28 245 31 27 43 40 31 135 113 29 30 202
internal_value=0.000171738 -0.000482341 -0.000940446 -0.00134459 0.0007375 0.00146982 0.00146841 0.000268734 -0.00118189 -0.00381481 -0.000934028 -0.00127219 -0.00337931 -0.000850356 -0.00215633 -0.00363636 0.00138628 0.00219002 -0.000575757 0.00118598 -0.000793651 -0.000894309 -0.00270588 0.000414815 -0.00555932 -0.00503297 0.000170732 -0.000374026 -0.00116176 -0.000480687
internal_weight=2957 1971 1601 1292 309 370 986 376 1258 107 1151 1014 173 841 360 230 276 610 131 360 115 235 101 134 58 181 481 374 261 232
internal_count=2957 1971 1601 1292 309 370 986 376 1258 107 1151 1014 173 841 360 230 276 610 131 360 115 235 101 134 58 181 481 374 261 232
cat_boundaries=0 17 44 45 46 48 56 58 60 61 69 70 72
cat_threshold=268435456 17 603987968 526852 32 64 4325376 139264 0 8192 0 2097152 16 268435456 0 0 1073741968 1073741840 2056 4 0 65536 0 0 0 1 0 0 131076 8192 0 268435456 0 0 0 4096 8192 256 0 0 0 0 16384 4 67248192 4 83919136 32 0 0 67108864 0 32 0 131072 131072 1073872897 4224 68642 2 67108864 0 0 0 4 0 0 0 131072 320 0 8228
is_linear=0
shrinkage=0.04


Tree=677
num_leaves=31
num_cat=10
split_feature=8 7 7 12 8 0 2 3 12 4 3 15 12 2 2 2 2 2 2 0 2 0 9 2 2 0 9 2 2 2
split_gain=1.39033 1.35572 0.629576 0.537146 0.461074 0.449309 0.984911 0.392518 0.354898 0.65867 0.434071 0.48272 0.635057 0.446936 0.380306 0.357496 0.340034 0.451736 0.4147 0.316014 0.308452 0.330166 0.363773 0.473924 0.30487 0.274686 0.271843 0.288034 0.226559 0.437208
threshold=0 1 2 3 4 40.250000000000007 48.500000000000007 2024.5000000000002 5 3023950000.0000005 2008.5000000000002 6 7 12.500000000000002 40.500000000000007 18.500000000000004 321.00000000000006 69.500000000000014 12.500000000000002 28.500000000000004 45.500000000000007 12.250000000000002 8 28.500000000000004 8.5000000000000018 42.710000000000008 9 9.5000000000000018 16.500000000000004 66.500000000000014
decision_type=9 9 9 9 9 10 8 8 9 8 8 9 9 8 8 10 8 10 10 8 10 8 9 10 8 10 9 8 8 10
left_child=-1 5 3 28 7 -2 -7 -4 9 -6 -11 12 15 -14 -15 24 17 18 -9 -13 21 -10 -23 26 -12 -21 -24 -28 -3 -30
right_child=1 2 4 -5 8 6 -8 16 20 10 11 19 13 14 -16 -17 -18 -19 -20 25 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-9.3171379007776253e-06 -2.6490551611123611e-06 8.9921387508129052e-06 9.0934954086861074e-06 1.1182317874869342e-06 5.3840427312825931e-05 -2.3022762846856512e-05 9.9317052459654062e-07 -1.2653154575560033e-05 -2.8063996389058307e-06 2.4259959319163013e-05 9.8482697266456372e-07 -2.1749789910734077e-05 -2.0637336311812999e-05 -5.7905490759220875e-05 -5.9664932448979015e-05 1.9385161319041003e-05 1.5664907326799841e-06 -4.1237270924953972e-05 6.5628139611247669e-07 6.4524680327983232e-06 2.5097655349137586e-06 6.5138821761728923e-06 2.0353980907319261e-05 -0.00029349601130815263 -0.00013483164786021174 -3.4309739112078018e-05 -0.00016420640228146529 1.4844217113678189e-05 -4.6282930241462169e-06 1.222318775264065e-06
leaf_weight=113 255 62 32 594 73 31 31 34 26 70 33 42 52 30 26 60 71 26 46 114 198 418 110 25 30 34 48 70 101 48
leaf_count=113 255 62 32 594 73 31 31 34 26 70 33 42 52 30 26 60 71 26 46 114 198 418 110 25 30 34 48 70 101 48
internal_value=0.000376033 0.000556944 0.000874396 0.00178922 0.000424062 -0.00186585 -0.00495238 -0.00129091 0.000677551 -0.000111304 -0.000642276 -0.00112796 -0.00229752 -0.00443697 -0.00729825 -0.000208955 -0.00208989 -0.00351402 -0.00197531 0.00039801 0.00116998 0.0007851 0.000958333 -0.000257576 -0.0023125 0.00128859 0.000314411 -0.000992248 1.80182e-05 -0.000826667
internal_weight=2903 2790 2473 805 1668 317 62 209 1459 564 491 421 231 108 56 123 177 106 80 190 895 697 671 253 63 148 228 118 211 149
internal_count=2903 2790 2473 805 1668 317 62 209 1459 564 491 421 231 108 56 123 177 106 80 190 895 697 671 253 63 148 228 118 211 149
cat_boundaries=0 24 40 57 59 82 84 85 86 88 90
cat_threshold=268435456 0 0 0 1073741824 0 0 0 0 0 0 0 2112 0 0 0 0 0 33554432 0 0 0 0 8 3 268435584 0 0 0 8258 0 268435456 33554432 268435488 8192 384 0 0 0 32 0 17 8192 526340 2 0 131072 139264 0 134225920 32768 0 0 0 0 0 1073741840 1120 32 1073741824 2056 0 134217728 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 2147483776 0 4194304 16834592 34 201326592 49184 1073741824 18436 0 12416
is_linear=0
shrinkage=0.04


Tree=678
num_leaves=31
num_cat=12
split_feature=7 8 12 4 8 11 6 2 12 2 12 7 12 2 2 3 2 3 2 3 2 0 2 2 0 2 0 11 3 12
split_gain=0.91979 0.70875 0.587866 0.651034 0.549923 0.521621 0.419088 0.772559 0.713221 0.563024 0.444212 0.449541 0.471634 0.591135 0.435211 0.428565 0.379481 0.664456 0.363779 0.312415 0.36774 0.749451 0.303492 0.282041 0.298075 0.261442 0.257936 0.345086 0.217302 0.201891
threshold=0 1 2 520.00000000000011 3 4 5 25.500000000000004 6 17.500000000000004 7 8 9 49.500000000000007 8.5000000000000018 1975.5000000000002 37.500000000000007 2015.5000000000002 3160.5000000000005 2019.5000000000002 6.5000000000000009 40.250000000000007 10.500000000000002 80.500000000000014 39.07500000000001 23.500000000000004 9.5000000000000018 10 1995.5000000000002 11
decision_type=9 9 9 8 9 9 9 10 9 8 9 9 9 10 10 10 10 8 8 8 10 10 10 8 10 10 10 9 10 9
left_child=2 5 3 -1 -3 28 10 8 14 15 11 12 13 22 -8 -10 -9 -18 29 -5 21 -21 -6 -7 -25 -24 -12 -28 -2 -13
right_child=1 4 -4 19 6 23 7 16 9 -11 26 18 -14 -15 -16 -17 17 -19 -20 20 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-9.631508293638652e-05 -2.3777906304757492e-06 4.2057015403112078e-06 1.8257797397216215e-06 -1.0517395833908748e-05 -3.4380334671368966e-05 1.5037313907944731e-05 -8.2123921060500777e-06 -7.9083661823516456e-05 -1.1769375638015575e-05 0.00033968188826713263 -1.1978050852359056e-06 1.0249503291246618e-05 3.835349116982016e-07 -1.0532435322466163e-05 -5.0976223791925483e-05 0.00016050432476402948 0.00011940448860424202 -6.4011762869383814e-05 -8.4164344371533733e-05 7.6744741620396353e-06 1.8741167464677633e-06 -7.7131492852234099e-05 2.5469613359880226e-05 -5.2649279844758203e-05 9.5676525483507466e-05 -1.0833968271277808e-07 2.8268651762175629e-07 -2.7023220214266845e-06 -1.7876391421559752e-05 2.8591936010335298e-05
leaf_weight=25 99 113 345 47 32 51 62 32 150 85 30 359 120 34 45 67 40 65 32 66 279 41 31 27 46 30 146 284 29 144
leaf_count=25 99 113 345 47 32 51 62 32 150 85 30 359 120 34 45 67 40 65 32 66 279 41 31 27 46 30 146 284 29 144
internal_value=0.000589787 0.00015342 0.00173464 0.000750533 0.000420502 -0.00179468 0.000240134 -0.000675045 0.000185366 0.00117572 0.000644852 0.00122068 -0.00020155 -0.00182609 -0.00247458 0.000128441 -0.00327536 -0.00207547 0.00186813 0.00113364 0.00150904 -0.000481481 -0.000297872 0.000118519 -0.00145946 0.00135484 -0.000339703 -9.28073e-05 -0.00351079 0.00216667
internal_weight=2956 2153 803 458 1901 252 1788 546 409 302 1242 782 247 127 107 217 137 105 535 433 386 107 93 124 73 61 460 430 128 503
internal_count=2956 2153 803 458 1901 252 1788 546 409 302 1242 782 247 127 107 217 137 105 535 433 386 107 93 124 73 61 460 430 128 503
cat_boundaries=0 17 44 46 72 74 75 77 79 89 91 92 94
cat_threshold=0 16 1140858880 526340 32 134217792 131072 8192 0 134225920 32 256 144 268435456 0 32 1073745936 0 0 0 0 0 0 0 0 0 0 0 0 2112 0 0 4096 0 0 33558528 2048 128 0 0 8 0 0 64 16826466 34 0 0 0 0 2147549184 0 0 2147483648 1 0 0 0 0 0 268435456 0 0 0 0 0 256 0 0 0 0 268435456 36 1024 394 83896576 34 67217410 34 0 0 1048576 0 2 0 0 537001984 65536 48 32770 32 49184 98306 2
is_linear=0
shrinkage=0.04


Tree=679
num_leaves=31
num_cat=8
split_feature=7 7 12 6 2 2 16 2 2 2 1 2 3 2 6 1 3 2 2 5 3 2 2 2 2 1 2 7 2 12
split_gain=1.32045 0.908958 0.667373 0.695657 0.640189 0.625635 0.558457 0.398587 0.405841 0.375077 0.465178 0.320037 0.317811 0.380076 0.274379 0.275737 0.267249 0.262687 0.257707 0.248785 0.228056 0.201703 0.273928 0.208847 0.283121 0.200256 0.183348 0.17849 0.309367 0.294814
threshold=0 1 2 3 220.50000000000003 114.50000000000001 4 129.50000000000003 34.500000000000007 14.500000000000002 5.5000000000000009 69.500000000000014 2010.5000000000002 94.500000000000014 5 3.5000000000000004 2017.5000000000002 19.500000000000004 510.50000000000006 3.5000000000000004 1997.5000000000002 32.500000000000007 45.500000000000007 63.500000000000007 94.500000000000014 4.5000000000000009 21.500000000000004 6 25.500000000000004 7
decision_type=9 9 9 9 10 10 1 8 10 10 8 10 10 10 9 10 10 10 8 8 10 10 8 10 10 10 10 9 10 9
left_child=18 7 3 9 6 14 12 8 -2 -3 21 -10 13 20 19 -16 -14 -8 -1 -4 25 -11 -23 -24 -25 -5 -22 29 -29 -17
right_child=1 2 5 4 -6 -7 17 -9 11 10 -12 -13 16 -15 15 27 -18 -19 -20 -21 26 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=3.6284635795877733e-06 -7.7082323369872378e-06 4.6166661103832268e-06 -6.1841838703087997e-05 -0.00032737893764608536 9.3434938652357298e-05 -1.166698116351394e-05 -1.8504849875865143e-05 5.1901550286103444e-07 -4.0835067272487187e-05 -9.1400649543648487e-07 3.4925980940025215e-06 -1.1357353606557494e-05 -4.6879688446710606e-05 -4.8474102702794271e-05 7.2661810618948422e-07 -2.269346220213485e-07 -3.8329145323532368e-05 -3.0836409047161259e-06 1.6884005123595707e-06 2.1876248686090857e-05 0.00039374459822818803 1.5851948554000945e-06 -3.445256803329805e-06 2.0300420005443457e-06 -8.5003050044108183e-07 -2.6506490970537449e-06 0.00039014180637546579 5.1573420822517786e-06 1.2018210011574483e-06 1.785127725695908e-06
leaf_weight=397 58 184 25 30 60 102 34 84 26 95 85 32 30 25 127 110 37 31 64 114 26 39 45 37 40 251 32 401 227 103
leaf_count=397 58 184 25 30 60 102 34 84 26 95 85 32 30 25 127 110 37 31 64 114 26 39 45 37 40 251 32 401 227 103
internal_value=0.000611111 0.000239904 0.000469361 -0.000252747 -0.00122751 0.00111148 -0.00172233 -0.00227488 -0.00389744 0.000783582 1.16961e-05 -0.00623729 -0.00119444 -0.000723288 0.00139711 0.00162615 -0.00370588 -0.00515151 0.00255085 -0.000293333 -0.000364706 -0.000840467 2.46915e-05 -0.000910569 0.000358974 -0.000836879 0.00189831 0.00190499 0.002241 0.000767857
internal_weight=2951 2490 2290 1081 556 1209 496 200 116 525 341 58 431 364 1107 968 67 65 461 139 339 256 161 122 77 281 58 841 628 213
internal_count=2951 2490 2290 1081 556 1209 496 200 116 525 341 58 431 364 1107 968 67 65 461 139 339 256 161 122 77 281 58 841 628 213
cat_boundaries=0 17 35 37 38 39 40 49 50
cat_threshold=131072 268435473 1610612736 2097156 34 0 0 8192 0 134225952 32768 2097216 0 268435456 0 0 1073741840 1 0 0 0 0 8258 0 272629760 0 0 8224 384 0 0 0 0 128 128 16802050 32 152 2 80 0 0 0 0 0 0 131072 536870912 65536 67177504
is_linear=0
shrinkage=0.04


Tree=680
num_leaves=31
num_cat=11
split_feature=8 7 7 3 2 2 12 2 4 12 12 13 3 6 4 12 1 2 2 2 2 2 1 2 12 2 8 4 2 2
split_gain=1.12803 0.913848 0.568148 0.556086 0.468454 0.635206 0.466399 0.603077 0.344792 0.569142 0.457904 0.664515 0.680202 0.387292 0.371833 0.368525 0.552047 0.398665 0.356476 0.353942 0.778092 0.352201 0.32198 0.299689 0.367619 0.325491 0.287434 0.359371 0.27346 0.265446
threshold=0 1 2 2012.5000000000002 7.5000000000000009 29.500000000000004 3 74.500000000000014 5157000000.000001 4 5 6 2008.5000000000002 7 850.00000000000011 8 5.5000000000000009 51.500000000000007 14.500000000000002 37.500000000000007 73.500000000000014 20.500000000000004 5.5000000000000009 20.500000000000004 9 29.500000000000004 10 12093950000.000002 18.500000000000004 34.500000000000007
decision_type=9 9 9 8 10 10 9 10 8 9 9 9 10 9 10 9 10 10 10 8 10 10 8 8 9 8 9 8 10 10
left_child=3 6 26 -1 -5 -6 22 -8 9 14 11 12 19 23 -4 -15 17 29 -16 21 -21 -10 -2 -12 -25 -26 28 -28 -3 -17
right_child=1 2 8 4 5 -7 7 -9 10 -11 13 -13 -14 15 18 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.7856239070760453e-05 1.1233828271301474e-05 -2.3098071775920294e-06 9.8879123394976765e-06 1.7374839420470294e-05 -7.0505729151052684e-06 2.3847296878242622e-06 -6.5556229285723102e-06 -3.9380079638361903e-05 -4.1975561942215583e-05 4.3712303583788312e-06 2.9284604251466234e-06 9.62763082579616e-07 -7.3305811754501864e-05 1.3070211868735538e-05 -8.3138976326944247e-06 -6.3760869491026187e-07 -4.6073706800585329e-05 0.00059770270557740562 -7.6523963563528025e-05 -4.8794339038843469e-05 4.1236967894363051e-06 8.411866338808905e-06 -5.183024354245447e-05 1.4183589079911566e-06 -2.6159267743922467e-06 2.4277790398386807e-07 1.2537133275424733e-06 6.3029267180437535e-06 9.7863830416742355e-07 -0.00018682077772130649
leaf_weight=25 74 36 47 28 50 36 187 35 41 155 357 235 25 140 29 223 40 53 38 29 28 29 39 109 56 346 76 280 69 29
leaf_count=25 74 36 47 28 50 36 187 35 41 155 357 235 25 140 29 223 40 53 38 29 28 29 39 109 56 346 76 280 69 29
internal_value=0.000426486 0.000603693 0.000870617 -0.00296 -0.00194783 -0.0034023 -0.00132948 -0.0023691 0.000572277 -0.000755555 0.00078116 -0.000432161 -0.00240491 0.00112317 -0.002752 0.000201613 -0.000505618 6.53596e-05 -0.00488235 -0.00134375 -0.00365517 0.00056338 0.000741936 0.00162912 0.00102344 0.00040678 0.00212712 0.0026812 0.000172414 -0.00060079
internal_weight=2944 2805 2470 139 114 86 335 222 2009 269 1740 387 152 1353 114 485 345 305 67 127 57 70 113 868 511 402 461 356 105 252
internal_count=2944 2805 2470 139 114 86 335 222 2009 269 1740 387 152 1353 114 485 345 305 67 127 57 70 113 868 511 402 461 356 105 252
cat_boundaries=0 24 36 53 55 57 59 60 61 63 64 94
cat_threshold=2415919104 0 0 0 0 0 0 0 0 0 0 33554432 2112 0 0 0 0 0 33554432 0 0 0 0 8 3 0 34603008 524288 0 8194 0 805306368 33556480 0 0 384 268435456 144 1677721600 2099204 32 134217728 0 8192 0 134225920 8192 0 16 268435456 0 0 1073741840 26688 32 66 32 65824 2 12 202 132160 32 84942848 0 4 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=681
num_leaves=31
num_cat=11
split_feature=7 8 12 5 1 6 2 12 7 2 2 12 12 2 0 7 9 2 2 12 4 1 2 0 2 2 2 2 2 2
split_gain=1.15132 1.13236 1.08496 0.785084 0.624388 0.570617 0.668163 0.429952 0.409467 0.52064 0.375051 0.362642 0.354376 0.346486 0.297438 0.263001 0.333221 0.270555 0.240662 0.225349 0.21595 0.200218 0.198693 0.196081 0.185901 0.182598 0.175272 0.169211 0.141308 0.138744
threshold=0 1 2 2.5000000000000004 4.5000000000000009 3 3.5000000000000004 4 5 13.500000000000002 6.5000000000000009 6 7 34.500000000000007 28.500000000000004 8 9 75.500000000000014 3.5000000000000004 10 93035.500000000015 5.5000000000000009 34.500000000000007 35.850000000000009 14.500000000000002 70.500000000000014 55.500000000000007 38.500000000000007 15.500000000000002 71.500000000000014
decision_type=9 9 9 8 10 9 10 9 9 10 10 9 9 10 10 9 9 10 8 9 10 8 10 10 10 10 10 8 8 10
left_child=12 2 -2 28 -5 6 -3 -8 9 -7 -9 -10 14 -12 -1 22 -17 19 -14 23 -11 -19 24 -18 -13 27 -21 -6 -4 -15
right_child=1 5 3 4 25 8 7 10 11 20 13 15 18 29 -16 16 17 21 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.434585860616897e-07 4.3150217338576379e-06 0.00040579842868640015 -2.3001553729143257e-07 -4.8781936091899117e-05 -1.1726090888266457e-05 -5.7822867624463908e-05 1.3044624329576877e-05 -0.00026792197645095309 9.4737042902196241e-07 -5.3681425405142244e-06 -8.4128083720274248e-06 -1.4518726271611652e-05 -2.1046195982666314e-06 -0.00012775960962535196 4.0450341600490683e-06 3.6293218372131487e-06 4.7977210476937238e-07 -9.5941041379816937e-07 4.3653290342934406e-06 7.5669687799508085e-07 0.00030595256090948017 4.9260487790889791e-06 3.1403064376438828e-07 -3.6542058754962494e-05 -5.1408589419348087e-06 -1.7699335697555018e-05 5.9800214000668972e-07 -1.6724089861763377e-06 1.8543321683186861e-05 -5.04655307155902e-05
leaf_weight=27 114 104 39 57 93 45 107 39 358 36 143 49 25 26 106 123 115 128 334 508 36 47 51 49 26 31 63 26 29 36
leaf_count=27 114 104 39 57 93 45 107 39 358 36 143 49 25 26 106 123 115 128 334 508 36 47 51 49 26 31 63 26 29 36
internal_value=0.000498149 0.000141422 -0.00181 -0.00314685 -0.00448077 0.000512381 -0.000729614 -0.00157955 0.00086079 -0.00134375 -0.00244706 0.00103927 0.00224254 -0.00184466 0.000361111 0.000680342 0.00089272 0.000608035 0.00290811 0.000951087 0.000657534 -0.000795454 -0.000992701 -0.000365714 -0.00236842 -0.00582781 0.00131271 -0.00503333 0.000463768 -0.00431746
internal_weight=2970 2478 389 275 207 2089 455 351 1634 117 244 1517 492 205 133 1159 1033 910 359 735 72 175 126 164 75 150 571 119 68 62
internal_count=2970 2478 389 275 207 2089 455 351 1634 117 244 1517 492 205 133 1159 1033 910 359 735 72 175 126 164 75 150 571 119 68 62
cat_boundaries=0 17 46 47 48 50 62 63 65 74 76 78
cat_threshold=268435456 16 1610874880 2623492 0 2048 0 268443648 33554432 536879104 32800 0 67108864 268435456 0 0 1073745936 0 0 4 0 0 0 262144 0 0 0 0 0 10304 0 0 4096 0 0 4096 2048 2147483648 0 0 8 0 49152 0 0 524288 1247264 84 17891648 32 1 0 0 0 34 0 0 0 0 32 8192 256 16828416 17844256 32 0 0 68157440 0 0 0 0 536870912 2048 1 4112 256 32
is_linear=0
shrinkage=0.04


Tree=682
num_leaves=31
num_cat=5
split_feature=12 3 2 3 5 5 6 0 9 4 2 2 2 2 2 3 2 2 0 0 0 11 2 2 2 0 2 2 2 14
split_gain=0.457681 0.39842 0.517546 0.723566 0.438296 0.865085 0.325266 1.37289 0.340921 0.436706 0.43484 0.347384 0.296392 0.262255 0.230015 0.229868 0.253681 0.420192 0.194464 0.236845 0.178062 0.174711 0.298428 0.432912 0.268795 0.314798 0.187214 0.184216 0.405764 0.15404
threshold=0 1980.5000000000002 44.500000000000007 2000.5000000000002 2.5000000000000004 4.5000000000000009 1 24.500000000000004 2 14831265000.000002 57.500000000000007 25.500000000000004 13.500000000000002 59.500000000000007 220.50000000000003 2010.5000000000002 17.500000000000004 28.500000000000004 47.750000000000007 50.425000000000004 38.57500000000001 3 5.5000000000000009 30.500000000000004 39.500000000000007 39.07500000000001 9.5000000000000018 17.500000000000004 22.500000000000004 4
decision_type=9 10 10 10 10 10 9 10 9 8 8 10 8 10 10 10 10 10 10 10 10 9 8 10 10 10 10 10 10 9
left_child=18 4 3 -3 6 -6 14 -8 11 -10 -11 12 -9 -4 21 -5 -17 -18 29 -20 -15 22 -2 -24 26 -26 -23 -28 -29 -1
right_child=1 2 13 15 5 -7 7 8 9 10 -12 -13 -14 20 -16 16 17 -19 19 -21 -22 24 23 -25 25 -27 27 28 -30 -31
leaf_value=3.8441971587865663e-06 2.0286076823092835e-05 -3.4709442551314221e-05 0.00018168411278969579 1.8077721887777118e-05 -4.7481584621532046e-06 5.2438726910258523e-06 -2.5038069938563814e-05 1.6542482786165926e-05 0.001067920467297114 -2.4286716885114904e-05 -0.00010463108498190877 6.1550814357963827e-05 -1.0765100861526116e-05 -2.1214609971223266e-06 6.082586083847305e-05 -1.3605495782961466e-05 -0.0001521052293595636 -8.4908903000018104e-06 -9.2155115136190147e-05 1.4547494193117639e-06 1.0909974778784324e-05 -6.1622178154868015e-07 -1.413890691747005e-07 1.9737549387696517e-06 4.9375648889034782e-08 -1.1529790843111925e-05 5.7730683813847412e-06 -1.5101557103877855e-06 1.4388040721975525e-06 5.885808606751618e-07
leaf_weight=101 63 34 32 78 36 27 27 102 31 78 29 71 95 37 39 109 26 25 31 30 89 100 191 94 115 32 46 27 91 1049
leaf_count=101 63 34 32 78 36 27 27 102 31 78 29 71 95 37 39 109 26 25 31 30 89 100 191 94 115 32 46 27 91 1049
internal_value=0.000361036 -5.99422e-05 -0.00111369 -0.0021685 0.000290348 -0.0029375 0.000457792 -0.000423423 0.000157248 -0.00139597 -0.0027037 0.000974911 0.000141414 0.000704403 0.000929543 -0.00137238 -0.00223602 -0.00453846 0.000952537 -0.00122581 -0.000125984 0.000784211 0.00142618 0.000909091 0.000199052 -0.00116216 0.000966038 0.00179394 0.000941177 0.00107732
internal_weight=2935 1724 430 272 1294 63 1231 433 406 138 107 268 197 158 798 238 160 51 1211 61 126 759 348 285 411 147 264 164 118 1150
internal_count=2935 1724 430 272 1294 63 1231 433 406 138 107 268 197 158 798 238 160 51 1211 61 126 759 348 285 411 147 264 164 118 1150
cat_boundaries=0 1 2 4 7 8
cat_threshold=18074624 392 0 6180 49156 0 524288 144
is_linear=0
shrinkage=0.04


Tree=683
num_leaves=31
num_cat=11
split_feature=7 7 8 4 8 2 11 13 12 11 2 2 12 9 12 4 2 0 2 0 4 2 2 2 2 2 2 2 2 0
split_gain=1.18407 0.900667 0.739899 0.668058 0.495836 0.545002 0.494958 0.55555 1.0893 0.588215 0.44228 0.43467 0.411636 0.456001 0.447869 0.525217 0.442511 0.410746 0.355937 0.336671 0.743065 0.324062 0.315019 0.343831 0.545635 0.308042 0.294909 0.243254 0.215059 0.515771
threshold=0 1 2 22.000000000000004 3 4.5000000000000009 4 5 6 7 100.50000000000001 1.5000000000000002 8 9 10 20282.500000000004 5.5000000000000009 38.57500000000001 7.5000000000000009 42.250000000000007 425.00000000000006 29.500000000000004 70.500000000000014 22.500000000000004 14.500000000000002 29.500000000000004 2.5000000000000004 8.5000000000000018 352.00000000000006 29.500000000000004
decision_type=9 9 9 10 9 8 9 9 9 9 8 10 9 9 9 8 8 10 8 10 10 8 10 8 10 8 10 10 8 10
left_child=18 3 -3 21 5 -4 -6 8 10 11 -8 -10 -9 -14 15 -15 26 -7 -1 27 -21 -2 23 24 -19 -18 -17 -13 29 -11
right_child=1 2 4 -5 6 17 7 12 9 28 -12 19 13 14 -16 16 25 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.3787129990849379e-07 -9.3483776629795239e-06 3.0412294751869242e-06 9.528167211275774e-05 -2.6449468278407774e-05 1.3909074663300363e-05 -0.00013752243529045969 1.9333983699316091e-06 2.3284817131886532e-06 -5.3303124047085274e-05 -1.2005268408685219e-06 -1.1983210628027535e-05 0.00013895523406253464 8.1142900609403467e-06 -5.6237900076277247e-05 -6.8742388578023096e-07 3.1695274959419961e-06 1.0144608465786428e-05 3.4402513414106219e-07 3.6866470305050423e-06 -2.7638601455887562e-05 0.0012472866063361805 4.0054978480298357e-06 -2.2719226273034262e-05 1.917373902956047e-06 -1.0487661349951221e-05 4.2073251395955555e-07 -0.00027533064460266688 3.1189461933773151e-07 3.5348477226376893e-07 -7.1183624518154353e-05
leaf_weight=67 46 221 26 33 155 30 210 342 44 102 37 37 144 34 181 27 134 61 393 29 26 51 36 56 30 132 32 140 28 66
leaf_count=67 46 221 26 33 155 30 210 342 44 102 37 37 144 34 181 27 134 61 393 29 26 51 36 56 30 132 32 140 28 66
internal_value=0.000623518 0.000271891 0.000455504 -0.00283688 0.000221395 -0.001456 0.000439561 0.00023918 -0.000608219 -0.00172257 0.00150388 -0.000473867 0.000833173 0.000253238 -0.000290381 0.00052973 0.00104294 -0.00218692 0.00246285 0.000206009 -0.0025 -0.00134694 -0.00145652 -0.000621621 -0.00213043 0.00173783 -0.00206667 0.00105618 -0.00336232 -0.00407101
internal_weight=2950 2490 2360 130 2139 239 1900 1745 719 472 247 276 1026 684 540 359 325 213 460 232 55 97 183 147 91 266 59 177 196 168
internal_count=2950 2490 2360 130 2139 239 1900 1745 719 472 247 276 1026 684 540 359 325 213 460 232 55 97 183 147 91 266 59 177 196 168
cat_boundaries=0 17 35 62 89 91 92 93 96 98 100 101
cat_threshold=268566528 1 1677721600 264324 0 0 0 8192 0 8192 32 2097216 16 268435456 0 0 4240 16385 0 0 524288 0 8256 33554432 0 33554432 268435456 0 0 0 0 0 0 0 128 0 0 0 0 2147549184 0 0 2147483648 0 0 0 4 8192 0 0 0 0 0 0 0 256 0 0 0 0 0 4 268435456 0 0 0 0 0 262144 0 0 0 0 2048 2048 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 32768 64 32768 1049632 12 17917952 4 0 524288 16736 32 1073741824 16388 83985410
is_linear=0
shrinkage=0.04


Tree=684
num_leaves=31
num_cat=12
split_feature=7 4 7 8 8 2 4 2 2 2 6 9 0 2 2 12 2 7 12 2 2 2 2 4 7 11 12 0 2 2
split_gain=0.746339 0.701375 0.534153 0.479113 0.354613 0.345699 0.30062 0.521433 0.355008 0.298316 0.293492 0.456133 0.480094 0.413338 0.833052 0.35308 0.435243 0.346388 0.349792 0.242991 0.204652 0.173167 0.406902 0.163866 0.16365 0.261314 0.393579 0.335426 0.507108 0.347207
threshold=0 8747595000.0000019 1 2 3 35.500000000000007 28.000000000000004 50.500000000000007 11.500000000000002 114.50000000000001 4 5 44.07500000000001 10.500000000000002 38.500000000000007 6 9.5000000000000018 7 8 2.5000000000000004 4.5000000000000009 39.500000000000007 12.500000000000002 180.50000000000003 9 10 11 10.500000000000002 9.5000000000000018 172.50000000000003
decision_type=9 8 9 9 9 8 10 8 10 10 9 9 8 10 10 9 10 9 9 10 10 10 10 10 9 9 9 10 8 10
left_child=1 -1 -2 6 -5 -3 7 8 -4 -9 17 13 15 -12 -15 16 -13 21 19 -19 -14 22 -6 -17 -20 -26 27 -27 -29 -30
right_child=2 5 3 4 10 -7 -8 9 -10 -11 11 12 20 14 -16 23 -18 18 24 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-8.7492258392679956e-05 1.1371384573366808e-05 -4.3546190252248796e-07 -4.8564972051987554e-06 1.5481051046011326e-06 -1.9153551714444087e-05 2.8386853848747173e-06 1.1800964402416077e-05 -4.1034074677293816e-05 3.9036876980095228e-06 -5.9097724151015314e-06 1.0673467430855208e-05 -0.0001452749180051805 -7.8924291630674306e-06 -3.7617177801440606e-05 2.3437940511426294e-05 5.8762489324352939e-05 1.0190699785368809e-05 3.1439517316266077e-06 1.3470851442553502e-06 7.0583624993733224e-07 -0.00015211447806457072 -1.2758178315561417e-05 1.7108270562489049e-05 -3.132063042323583e-05 1.2902511105901241e-06 -5.8649865876399441e-07 -8.3186379374576146e-07 -1.0393144666759056e-05 2.4318906113762752e-06 -2.4652315450817354e-06
leaf_weight=25 239 55 44 251 38 47 47 34 63 27 53 42 26 48 28 306 62 71 167 419 29 29 33 29 278 26 199 32 156 25
leaf_count=25 239 55 44 251 38 47 47 34 63 27 53 42 26 48 28 306 62 71 167 419 29 29 33 29 278 26 199 32 156 25
internal_value=0.000475248 -0.0024058 0.000613087 0.000438399 0.000605598 -0.00108738 -0.00132743 -0.00217751 -0.000481481 -0.00509677 0.000429046 -0.00029653 0.000269307 -0.00231429 -0.00436364 0.000718182 -0.00125217 0.000735849 0.000904624 0.00175649 -0.00321429 -0.00144144 -0.0005 0.00132948 0.000416108 0.000143054 -0.000463252 0.000624 0.00117757 0.002
internal_weight=2928 127 2801 2562 2347 102 215 168 107 61 2096 623 494 129 76 439 104 1473 1373 490 55 100 71 335 883 716 438 239 213 181
internal_count=2928 127 2801 2562 2347 102 215 168 107 61 2096 623 494 129 76 439 104 1473 1373 490 55 100 71 335 883 716 438 239 213 181
cat_boundaries=0 18 35 61 84 85 87 89 100 101 118 119 121
cat_threshold=2 0 0 524800 0 64 0 0 0 134217728 8192 0 0 0 0 0 128 128 0 17 8192 0 32 0 0 8192 0 16 32768 256 128 268435456 0 0 1073741840 268435456 2052 0 134217728 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 33558528 0 0 0 0 8 0 32768 0 0 0 0 65536 1 0 2147483648 1 0 0 131072 0 1048576 268435456 0 0 0 0 0 256 0 4194304 408 0 4116 16812032 32 131072 0 1048576 0 2 0 0 268435456 0 32 32 84035586 0 0 67108864 0 0 0 131072 0 0 0 0 0 0 0 0 0 4096 32772 73760 34
is_linear=0
shrinkage=0.04


Tree=685
num_leaves=31
num_cat=10
split_feature=7 9 7 17 9 15 0 2 15 3 1 2 2 3 2 0 8 2 3 1 3 1 5 2 2 2 7 8 3 2
split_gain=1.09518 0.548707 0.512749 0.476478 0.318041 0.296563 0.231295 0.231178 0.230182 0.328446 0.545502 0.327594 0.597408 0.428845 0.383616 0.242365 0.230078 0.249515 0.229908 0.200371 0.170916 0.18702 0.251011 0.271301 0.211691 0.155883 0.145683 0.181851 0.313758 0.353141
threshold=0 1 2 3 4 5 47.750000000000007 19.500000000000004 6 1994.5000000000002 5.5000000000000009 12.500000000000002 27.500000000000004 2013.5000000000002 38.500000000000007 47.250000000000007 7 2.5000000000000004 1998.5000000000002 1.5000000000000002 1962.0000000000002 4.5000000000000009 22.500000000000004 18.500000000000004 11.500000000000002 114.50000000000001 8 9 1971.5000000000002 57.500000000000007
decision_type=9 9 9 9 9 9 10 10 9 10 10 10 10 10 10 10 9 8 10 10 10 10 8 8 8 10 9 9 10 10
left_child=4 6 7 19 5 -1 20 -3 15 -10 11 13 -13 -11 -14 -5 -7 -18 -9 -4 21 -2 24 -24 -23 -21 27 -19 29 -29
right_child=1 2 3 8 -6 16 -8 18 9 10 -12 12 14 -15 -16 -17 17 26 -20 25 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=2.1697515377558878e-06 0.0011002435558413802 -1.0229949088541358e-05 0.00049134448377213108 -5.4731879763995759e-05 7.6261959526572007e-06 1.4861808906352885e-06 -5.3195613801552221e-06 -2.7906761735887881e-05 3.731664467282412e-06 -9.5505953533763925e-05 0.00011747157524983977 0.00010368189261689091 -0.00017725640946031498 -2.1692175233908511e-05 -1.1975023903499588e-06 0.00020548424259178452 2.4913359745226498e-06 6.7436634280049387e-08 4.6374070022037329e-05 -7.0804028734878553e-05 8.0356885916361824e-05 -2.5390022732205632e-07 5.2784304319809911e-07 -6.1501270917895356e-05 2.012550995817279e-06 -4.5611803846518138e-05 3.8075105724892931e-07 -1.2954748923212672e-06 3.1784236634165231e-05 -9.5518432448203467e-06
leaf_weight=272 54 36 29 73 190 111 33 47 710 27 33 72 26 64 80 29 49 147 27 48 64 72 37 28 137 26 310 60 33 25
leaf_count=272 54 36 29 73 190 111 33 47 710 27 33 72 26 64 80 29 49 147 27 48 64 72 37 28 137 26 310 60 33 25
internal_value=0.000554576 -8.62165e-05 -0.000487294 -0.000237785 0.00148013 0.00116699 0.00114679 -0.00297521 1.42224e-05 0.000203324 -0.00089769 -0.0014963 -0.00049162 -0.00343478 -0.00239252 -0.00169911 0.000723861 0.00040315 -0.00192 -0.00270175 0.00144529 0.00106991 0.00064 -0.00151515 0.00131429 -0.00405333 0.000173611 -0.000507246 -0.0016124 -0.00302326
internal_weight=2949 1752 1327 1217 1197 1007 425 110 1114 1012 302 269 178 91 106 102 735 624 74 103 392 328 274 65 209 74 575 265 118 85
internal_count=2949 1752 1327 1217 1197 1007 425 110 1114 1012 302 269 178 91 106 102 735 624 74 103 392 328 274 65 209 74 575 265 118 85
cat_boundaries=0 17 19 28 29 31 32 34 57 66 89
cat_threshold=268435456 268435473 605036544 516 0 10240 131072 268574720 67584 134217728 32768 0 144 268435456 67108864 0 1073741840 1073873280 4100 131074 128 0 524288 0 2 0 0 33554432 21 1 6164 2283798528 134217728 1 0 0 0 0 0 0 0 2147483648 0 0 0 2048 0 0 0 0 0 0 0 0 256 0 4194304 0 0 67108864 0 0 0 0 131072 67584 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=686
num_leaves=31
num_cat=16
split_feature=7 12 8 12 12 6 3 13 9 12 1 6 1 16 5 3 3 1 15 3 4 1 4 13 12 6 4 16 3 1
split_gain=1.00781 0.687879 0.545122 0.606931 0.404747 0.386724 0.785168 0.573425 0.513212 0.485109 0.392015 0.378876 0.334426 0.326929 0.259628 0.227852 0.432804 0.218041 0.217746 0.197317 0.192247 0.284673 0.19136 0.184117 0.171077 0.565302 0.169066 0.168027 0.162305 0.159821
threshold=0 1 2 3 4 5 2017.5000000000002 6 7 8 5.5000000000000009 9 4.5000000000000009 10 5.5000000000000009 2002.5000000000002 2006.5000000000002 5.5000000000000009 11 2009.5000000000002 20046740000.000004 4.5000000000000009 215.00000000000003 12 13 14 293.00000000000006 15 1998.5000000000002 4.5000000000000009
decision_type=9 9 9 9 9 9 8 9 9 9 8 9 8 1 8 10 10 8 9 8 8 10 10 9 9 9 10 1 10 10
left_child=1 11 4 18 13 6 15 19 14 20 23 12 -1 22 -8 -5 -17 -9 28 -7 -10 -22 -2 -11 25 -3 -25 -23 -4 -6
right_child=2 24 3 5 29 7 8 17 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 27 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-3.3427230851609714e-06 -1.9702458833458196e-05 6.1954122742092445e-06 5.6197446975076385e-07 -5.7240901095490505e-06 -4.8290284473077586e-06 0.0032840833716706263 1.0286240172175686e-06 -4.434787961258767e-05 -6.7658931301285772e-05 7.1600624215500723e-07 4.6578383280246637e-06 -5.6688196039075627e-06 1.1232712359055623e-06 -6.0042450316434422e-06 4.771982695818337e-06 -0.00016713950499458037 -2.9912301194886333e-06 -0.00012461031004870756 5.5533002852201218e-06 1.907837412532037e-06 1.1721153400874678e-05 -2.9121748427435228e-06 3.6842114433876326e-05 -5.4713823692093786e-07 3.1935896477933845e-06 -1.133387470445258e-06 -0.00043333127643066256 -6.6894919602194145e-07 -1.5219647967913886e-05 9.8031411522006511e-07
leaf_weight=35 83 146 123 61 50 27 135 203 26 125 105 111 215 37 115 26 61 72 118 113 26 58 25 111 403 110 31 44 35 149
leaf_count=35 83 146 123 61 50 27 135 203 26 125 105 111 215 37 115 26 61 72 118 113 26 58 25 111 403 110 31 44 35 149
internal_value=0.000307383 0.00131911 -0.000225381 8.6101e-05 -0.00164507 -0.000269629 0.000188235 -0.00126761 0.000700129 -2.9795e-05 0.000751958 -9.6774e-05 0.000766284 -0.00320513 0.00214559 -0.0024698 -0.00377273 -0.00230769 0.0017561 0.000794702 -0.00184242 -0.00130233 -0.00227523 -4.4776e-05 0.00208358 0.00113858 -0.000993464 -0.00225243 0.000662722 -0.0004
internal_weight=2979 1020 1959 1615 344 1339 924 415 776 526 372 361 250 145 250 148 87 275 276 140 154 128 108 267 659 256 142 102 158 199
internal_count=2979 1020 1959 1615 344 1339 924 415 776 526 372 361 250 145 250 148 87 275 276 140 154 128 108 267 659 256 142 102 158 199
cat_boundaries=0 18 20 47 48 49 50 51 53 54 55 56 57 58 60 61 62
cat_threshold=268435458 268435473 1677729792 2097664 32 134225920 131072 8192 67584 536870912 32800 0 16 268435456 0 0 1073746064 512 67161088 32 1073741840 2052 0 0 0 0 0 0 0 0 0 2048 10240 0 0 4096 0 0 33558528 0 256 0 4194304 8 0 16384 64 68160768 1051970 396 4 257 20484 180256 268 2 67108864 12 131106 2 402 2
is_linear=0
shrinkage=0.04


Tree=687
num_leaves=31
num_cat=10
split_feature=8 3 3 12 3 3 12 0 2 8 12 2 9 9 2 12 5 0 17 2 0 2 2 2 2 2 8 2 2 3
split_gain=0.966122 0.414117 0.40871 0.678188 0.563114 0.491969 0.455877 0.701103 0.606414 0.536843 0.508034 0.691844 0.306968 0.306568 0.556547 0.429099 0.44266 0.367483 0.305812 0.295615 0.241681 0.240003 0.291856 0.23267 0.813885 0.523495 0.21321 0.242189 0.223957 0.177864
threshold=0 2014.5000000000002 2017.5000000000002 1 1993.5000000000002 1999.5000000000002 2 47.250000000000007 4.5000000000000009 3 4 5.5000000000000009 5 6 1.5000000000000002 7 3.5000000000000004 35.250000000000007 8 9.5000000000000018 10.500000000000002 18.500000000000004 176.00000000000003 39.500000000000007 51.500000000000007 18.500000000000004 9 59.500000000000007 136.50000000000003 2002.5000000000002
decision_type=9 10 8 9 10 10 9 8 10 9 9 10 9 9 10 9 8 10 9 10 8 8 8 10 10 10 9 8 8 10
left_child=1 12 3 -2 -5 -6 20 9 -9 10 11 -8 21 14 -11 16 -15 -18 19 -17 -4 -1 -23 25 -25 -13 27 -14 -29 -7
right_child=2 -3 6 4 5 29 7 8 -10 13 -12 23 26 15 -16 18 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.548980317141809e-05 1.609974703679999e-05 -6.6585291368067962e-07 -8.4040819300717697e-08 8.9200814748829411e-06 -0.00012043554338060635 2.8926213977873171e-05 2.3598565799431981e-06 1.6557891084604285e-05 -2.9132048062214237e-05 -0.00015247804573707285 6.5528008798807172e-08 -2.0045961257335776e-05 3.0524197126542988e-06 7.5631171917394418e-05 2.4155399094815397e-07 -1.1844600141165427e-05 5.4619347400458706e-06 -3.4866021097044089e-05 0.00028598163266382116 5.6272056908300798e-06 1.5767233423957804e-06 3.4695254334853069e-06 -4.2219888446542616e-05 -3.0329824146366488e-05 -3.8006227827800613e-08 3.247238329748924e-07 2.9881685755888485e-06 -9.561053905119572e-06 1.2441434839074565e-05 -2.665188635464065e-05
leaf_weight=34 104 56 34 42 49 35 28 28 55 28 216 25 208 33 197 34 33 156 280 91 408 44 25 25 33 35 390 33 32 164
leaf_count=34 104 56 34 42 49 35 28 28 55 28 216 25 208 33 197 34 33 156 280 91 408 44 25 25 33 35 390 33 32 164
internal_value=0.000439784 0.00159424 -1.30596e-05 -0.00117468 -0.00212625 -0.00292369 0.000250575 -0.000131498 -0.00366667 0.000111934 -0.00115818 -0.00290446 0.00185658 0.000658169 -0.00059322 0.00110972 -0.000309013 -0.00107368 0.001875 0.000147059 0.00134216 -0.000245614 0.00108571 -0.00443697 -0.00623729 -0.00262295 0.0021543 0.00116901 -0.000909091 -0.00202
internal_weight=2955 822 2133 394 290 248 1739 1297 83 1214 362 146 766 852 225 627 222 189 405 125 442 103 69 118 58 60 663 273 65 199
internal_count=2955 822 2133 394 290 248 1739 1297 83 1214 362 146 766 852 225 627 222 189 405 125 442 103 69 118 58 60 663 273 65 199
cat_boundaries=0 30 31 33 62 63 65 67 69 70 96
cat_threshold=0 12 4 0 2147549184 0 0 0 1 0 0 131076 2048 1049088 0 0 0 0 4096 10240 384 0 4194304 0 0 1073758208 4 0 128 8192 140384 83951616 32 1342177280 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 32768 0 0 524288 1066018 0 24576 256 16420 26720 2 10 0 0 4 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 4096 0 128 0 0 0 0 16384
is_linear=0
shrinkage=0.04


Tree=688
num_leaves=31
num_cat=12
split_feature=7 12 5 9 6 2 13 3 2 14 2 2 9 6 5 2 2 2 3 3 2 7 2 2 13 12 16 2 2 2
split_gain=1.17518 0.894523 0.555873 0.393702 0.363919 0.374834 0.368039 0.323203 0.482447 0.384543 0.375934 0.362111 0.35025 0.787071 0.658813 0.489331 0.301111 0.371989 0.401147 0.446151 0.298351 0.29522 0.352878 0.473439 0.285398 0.306511 0.399604 0.294507 0.290087 0.278126
threshold=0 1 1.5000000000000002 2 3 44.500000000000007 4 1980.5000000000002 17.500000000000004 5 37.500000000000007 15.500000000000002 6 7 5.5000000000000009 4.5000000000000009 492.00000000000006 70.500000000000014 2007.5000000000002 2018.5000000000002 14.500000000000002 8 27.500000000000004 16.500000000000004 9 10 11 17.500000000000004 10.500000000000002 36.500000000000007
decision_type=9 9 8 9 9 8 9 10 10 9 10 8 9 9 8 10 10 10 10 10 8 9 10 8 9 9 1 10 10 10
left_child=-1 2 20 -3 6 -6 -4 9 -9 10 11 -5 21 14 -14 -15 17 18 -10 -20 -2 22 23 -11 25 26 27 28 -23 -28
right_child=1 3 4 7 5 -7 -8 8 16 12 -12 -13 13 15 -16 -17 -18 -19 19 -21 -22 24 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=1.9649231995951398e-05 -4.0051689152644117e-05 0.00011967511013460343 2.4662276179190044e-06 -4.6713883846629042e-05 3.9895009326786539e-06 -0.0001054629852539497 1.8561002706904981e-07 3.5845798687684871e-07 5.6055410686607071e-06 1.1250624580096778e-08 -4.1841270839540595e-05 3.9607333738459884e-06 -8.7565380828919289e-06 3.9266234318112109e-06 4.2369707047722703e-06 -0.00011652084701767978 0.00052899945239319912 -3.3187113869457652e-05 -2.4193238676237747e-05 -1.3920785407289371e-06 2.944651056173457e-06 7.8235181416493757e-07 1.7537218007123463e-07 -1.6955671369036715e-05 2.6877121330569629e-05 1.5514919367161459e-06 3.1068427339786261e-07 8.4106406438144253e-06 -5.1364141079546884e-06 -1.1710673989586591e-05
leaf_weight=323 29 114 300 26 177 58 420 152 61 31 25 49 42 45 116 78 27 54 39 27 31 89 62 33 150 194 32 83 48 26
leaf_count=323 29 114 300 26 177 58 420 152 61 31 25 49 42 45 116 78 27 54 39 27 31 89 62 33 150 194 32 83 48 26
internal_value=0.000436438 0.000149106 0.00107212 -0.000438662 0.00131799 -8.13007e-05 0.00175103 -0.000616 -0.00166205 -0.000286726 -0.00252252 -0.00131579 -4.23075e-05 -0.00121918 0.000662722 -0.00349254 -0.00290909 -0.00349451 -0.00228125 -0.00441791 -0.00262295 0.000411067 -0.00128467 -0.00344615 0.000770932 0.00026501 -0.000581315 0.000180996 -0.000956522 -0.00352542
internal_weight=2941 2618 1015 1603 955 235 720 1489 360 1129 100 75 1029 281 158 123 208 181 127 66 60 748 126 64 622 472 278 220 137 58
internal_count=2941 2618 1015 1603 955 235 720 1489 360 1129 100 75 1029 281 158 123 208 181 127 66 60 748 126 64 622 472 278 220 137 58
cat_boundaries=0 18 19 21 22 23 24 26 27 44 45 46 47
cat_threshold=16384 268435473 1073741824 0 32 2048 0 8192 33554432 8192 0 256 16 268435456 0 0 1073741840 640 68380928 1073873152 32 396 12 131088 0 6148 392 0 0 0 4 0 0 0 131072 0 0 0 0 0 0 0 0 4096 6 33826 2
is_linear=0
shrinkage=0.04


Tree=689
num_leaves=31
num_cat=14
split_feature=7 8 12 7 0 7 3 5 14 12 15 9 3 9 6 3 3 12 12 8 0 0 3 3 0 0 0 1 0 0
split_gain=1.24527 1.05812 0.607011 0.537724 0.60672 0.375731 0.468083 0.358729 0.422686 0.353386 0.396047 0.337786 0.363366 0.281823 0.396399 0.819629 0.24322 0.236105 0.212051 0.191352 0.175511 0.162856 0.141503 0.130558 0.127748 0.153526 0.120404 0.21291 0.118403 0.28257
threshold=0 1 2 3 20.500000000000004 4 2000.5000000000002 2.5000000000000004 5 6 7 8 2009.5000000000002 9 10 2010.5000000000002 2005.5000000000002 11 12 13 18.500000000000004 47.250000000000007 1992.5000000000002 1998.5000000000002 35.250000000000007 22.250000000000004 16.750000000000004 4.5000000000000009 36.900000000000006 40.250000000000007
decision_type=9 9 9 9 10 9 8 10 9 9 9 9 10 9 9 10 10 9 9 9 10 10 10 8 10 10 10 10 8 10
left_child=9 3 11 26 17 -4 -7 8 13 10 20 18 -13 14 15 -8 -15 -5 -3 -6 -1 23 -22 -11 25 -16 -2 -28 -10 -30
right_child=1 2 5 4 19 6 7 -9 28 21 -12 12 -14 16 24 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-4.0810480347021299e-07 2.9089211165251237e-07 8.6339577000037499e-09 -2.0314526133472831e-05 -1.9491833989096427e-07 3.4276835745559875e-06 -2.0708188900851872e-05 -6.358440539524375e-06 -5.250453565079915e-06 -8.2654309769467291e-05 5.634658083544539e-06 2.7029184913753667e-06 -2.1235335936673358e-07 -5.856631428534291e-05 4.7594141267292745e-06 6.368988984071497e-07 -0.00012947573347280375 0.0016168094455839457 2.4354241243469623e-07 4.4477239764050727e-06 1.1598877870397928e-05 2.2787161921279936e-06 9.9443733036846236e-07 -2.3837987883357236e-05 1.9830430535845346e-06 9.0936239997749835e-06 -1.450627038576346e-06 0.00016004389641871393 -4.3360573891665506e-06 -8.9100083633064867e-05 -2.1769729214153431e-05
leaf_weight=60 37 122 113 103 107 44 105 25 53 31 176 176 25 168 25 28 39 107 214 262 49 26 26 441 175 26 42 52 29 48
leaf_count=60 37 122 113 103 107 44 105 25 53 31 176 176 25 168 25 28 39 107 214 262 49 26 26 441 175 26 42 52 29 48
internal_value=0.000427939 -8.42695e-05 -0.000715287 0.00116505 0.00168814 -0.00135883 -0.00100515 -0.000770083 -0.000596843 0.00175122 0.000633541 0.000343066 -0.000924528 -9.70536e-05 -0.000767567 -0.00241667 0.00104587 1.48305e-10 0.00110663 0.00269189 -0.000958904 0.00242043 0.000263158 0.00263848 0.000270042 -0.00146154 -0.00109859 -0.00193684 -0.00255319 -0.00374359
internal_weight=2934 2125 1415 710 579 878 765 721 696 809 311 537 201 566 359 133 207 210 336 369 135 498 75 472 226 51 131 94 130 77
internal_count=2934 2125 1415 710 579 878 765 721 696 809 311 537 201 566 359 133 207 210 336 369 135 498 75 472 226 51 131 94 130 77
cat_boundaries=0 18 45 46 58 75 76 78 79 81 83 84 86 87 107
cat_threshold=268566528 145 270336 2097152 32 134225920 0 268574720 2048 32 32 0 16 268435456 0 32 1073741968 256 1073741824 12 0 0 2147483648 1 0 2147483648 1 0 0 4 8192 1049088 0 4096 0 0 4096 8192 0 0 16777216 0 0 16384 64 84100416 0 0 1140850688 4 2 0 0 0 0 0 0 128 0 0 536870912 0 0 0 131072 536870912 0 0 0 0 0 0 0 0 4096 8336 156928 34 67108864 0 18432 0 18480 276 1099808 32 81920 0 0 0 0 0 0 0 0 0 0 0 0 0 1048576 0 4096 0 0 4096 8192
is_linear=0
shrinkage=0.04


Tree=690
num_leaves=31
num_cat=9
split_feature=8 7 2 11 3 8 2 2 7 0 12 2 9 0 2 2 0 0 12 12 0 5 0 2 2 3 2 0 2 2
split_gain=1.29934 0.854162 0.506649 0.402326 0.786442 0.433608 0.65517 0.430826 0.387738 0.452788 0.522833 0.51061 0.489584 0.427749 0.542555 0.373917 0.346096 0.334674 0.438605 0.282354 0.424993 0.422157 0.23566 0.269907 0.22206 0.187092 0.235002 0.168284 0.162489 0.501234
threshold=0 1 725.00000000000011 2 1996.5000000000002 3 12.500000000000002 66.500000000000014 4 24.500000000000004 5 43.500000000000007 6 39.07500000000001 17.500000000000004 13.500000000000002 40.675000000000004 21.500000000000004 7 8 40.250000000000007 10.500000000000002 18.500000000000004 35.500000000000007 4.5000000000000009 2019.5000000000002 29.500000000000004 44.07500000000001 34.500000000000007 14.500000000000002
decision_type=9 9 10 9 10 9 8 8 9 10 9 8 9 10 8 10 10 10 9 9 10 8 10 10 8 8 10 10 10 10
left_child=17 27 3 4 -3 6 -5 -8 13 -10 12 15 -11 -7 -15 -12 25 18 28 21 -21 -14 23 -20 -19 -17 -27 -2 29 -1
right_child=1 2 -4 5 -6 8 7 -9 9 10 11 -13 19 14 -16 16 -18 24 22 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.0353133789305053e-07 6.3634164669866055e-06 -5.835425453784689e-07 -6.4806942399243999e-05 -6.9080514171928663e-06 -5.4311130157908142e-05 3.2436182054871155e-06 1.1637108845994796e-05 -4.6728293434648769e-05 -1.9436684921275276e-05 6.4360075907554099e-06 1.9153285298582327e-05 0.00011197779036375604 -3.9574884991162165e-05 -4.8094176182697016e-05 3.5983990527444915e-05 -1.2126842939397007e-05 -7.9121949319490439e-05 2.1585212463583072e-06 1.1409132685914137e-06 4.6053298916135507e-06 -2.7660830014884907e-05 -3.4981578883549077e-05 -7.3922494726551912e-07 2.2453775979807372e-07 5.6151164579991216e-06 9.8863784476943449e-08 0.0001263186924626325 6.0912761579603948e-07 1.9256396056157352e-08 -7.5735960586634874e-07
leaf_weight=30 203 197 48 27 69 44 45 43 51 125 249 221 28 35 37 55 27 66 167 111 35 86 28 174 484 77 32 26 67 32
leaf_count=30 203 197 48 27 69 44 45 43 51 125 249 221 28 35 37 55 27 66 167 111 35 86 28 174 484 77 32 26 67 32
internal_value=0.000724658 8.71415e-05 -0.000237144 -0.00011536 -0.0015018 0.000173264 -0.00206349 -0.000539326 0.000401961 0.000638989 0.000825215 0.00149405 -0.000353535 -0.00170079 -0.00372603 0.000725624 -0.000604167 0.00184325 0.00110621 -0.00132841 -0.000101911 -0.002752 0.00177895 0.00211696 0.00254083 9.69698e-05 0.00105455 0.00231667 -0.000885714 -0.0024127
internal_weight=2919 1871 1642 1594 266 1328 115 88 1213 1097 1046 661 385 116 72 440 191 1048 498 260 146 114 369 341 550 164 109 229 129 62
internal_count=2919 1871 1642 1594 266 1328 115 88 1213 1097 1046 661 385 116 72 440 191 1048 498 260 146 114 369 341 550 164 109 229 129 62
cat_boundaries=0 30 48 50 74 92 94 96 97 99
cat_threshold=1073741824 4 4 0 2147491840 0 0 0 1 0 0 133124 0 512 0 0 0 0 0 10240 256 0 20971520 0 0 16384 0 0 128 4096 268435458 1 67108864 0 0 0 0 139264 0 32 32 0 0 0 0 0 16 256 67141664 66592 0 2048 0 134217728 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 2147483648 0 0 8 0 0 536870912 4 0 0 0 0 33554432 0 8192 128 0 0 0 0 0 128 85049376 2 1073741824 16436 68288800 65568 2
is_linear=0
shrinkage=0.04


Tree=691
num_leaves=31
num_cat=12
split_feature=8 12 8 5 15 3 6 9 0 3 0 0 4 4 12 6 4 17 8 5 0 0 11 9 3 3 0 0 1 3
split_gain=0.792752 1.13089 0.535785 0.674709 0.465623 0.467677 0.527305 0.34939 0.481748 0.323762 0.277278 0.271279 0.455897 0.339112 0.281943 0.247364 0.309395 0.254589 0.237326 0.260089 0.53425 0.233642 0.244756 0.222752 0.294396 0.230358 0.199294 0.190387 0.175824 0.162714
threshold=0 1 2 2.5000000000000004 3 1984.5000000000002 4 5 42.710000000000008 2008.5000000000002 22.750000000000004 42.710000000000008 3500075000.0000005 55065260000.000008 6 7 199.50000000000003 8 9 4.5000000000000009 39.07500000000001 15.500000000000002 10 11 2015.5000000000002 2004.5000000000002 43.175000000000004 37.750000000000007 4.5000000000000009 2006.5000000000002
decision_type=9 9 9 8 9 10 9 9 10 8 8 10 8 8 9 9 10 9 9 8 10 10 9 9 8 10 10 10 10 10
left_child=9 18 3 -3 -4 7 -7 8 -6 -1 -9 14 -13 -14 -11 16 28 26 19 -2 -21 -16 -23 24 25 -20 -17 -5 -12 -8
right_child=1 2 4 27 5 6 29 10 -10 11 15 12 13 -15 21 17 -18 -19 23 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.8609550027485469e-06 -7.1160687769953798e-05 1.7541521171315992e-06 8.2737895713241433e-06 -4.0838120903558193e-06 -6.3611844249486096e-06 1.7413959454734639e-05 -3.4499905453061429e-05 -9.2853898241299988e-06 -0.00012870120402066017 7.8406349679673367e-07 -0.00031690157992519784 -7.9080431537576284e-05 0.00026024581150807199 -2.7473296897169904e-05 -8.0944879954358833e-09 -2.6708065358967008e-06 0.00011567638274531632 3.8363301274152271e-05 9.4291748974066183e-06 -1.0361862605052376e-06 6.5197373433304547e-06 1.8610204271533039e-07 1.8310468221496872e-06 2.8239547529026701e-05 4.5346116956469116e-06 -3.0281524926780141e-05 3.56448942093274e-05 -2.2699703723789718e-05 -6.4980219409963384e-06 -3.7447634317676864e-05
leaf_weight=66 25 30 117 28 75 106 83 54 29 512 28 25 46 58 173 104 32 272 28 35 40 115 136 178 195 30 27 45 129 96
leaf_count=66 25 30 117 28 75 106 83 54 29 512 28 25 46 58 173 104 32 272 28 35 40 115 136 178 195 30 27 45 129 96
internal_value=0.000407128 -0.0001202 -0.000774091 -0.00340351 -0.000509028 -0.000783939 -0.00216783 -0.000266311 -0.00229565 0.00122942 9.74126e-05 0.00106942 -0.000646154 0.000533333 0.0013063 0.000350759 -0.00082 0.000898551 0.00140959 -0.00036036 0.000789474 0.000496552 0.00128571 0.001819 0.000954546 -0.00149153 -0.000535211 -0.00578378 -0.00159494 -0.00338947
internal_weight=2917 1786 1255 103 1152 1035 285 750 104 1131 646 1065 129 104 936 592 189 403 531 100 75 424 251 431 253 58 131 73 157 179
internal_count=2917 1786 1255 103 1152 1035 285 750 104 1131 646 1065 129 104 936 592 189 403 531 100 75 424 251 431 253 58 131 73 157 179
cat_boundaries=0 30 31 60 61 62 64 65 66 67 96 97 99
cat_threshold=1342177280 4 0 0 65536 0 0 2147483648 1 0 0 133124 10240 1049088 0 0 0 0 0 10240 256 524288 16777216 0 0 49152 0 0 0 4096 85147680 0 8 4 134217728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 8 0 0 0 0 524288 2149580800 130 0 8196 1156418 146 10 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 33554432 2 128 0 0 0 0 0 0 0 524288 32772 0 2224
is_linear=0
shrinkage=0.04


Tree=692
num_leaves=31
num_cat=15
split_feature=7 8 12 17 4 7 9 11 12 12 2 3 2 12 16 3 17 2 2 12 2 18 2 2 2 2 2 2 5 16
split_gain=1.41133 0.891938 0.672048 0.546044 0.842508 0.644608 0.448793 0.841847 0.44384 0.431894 0.577085 0.432429 0.397731 0.390251 0.374987 0.35926 0.487613 0.34717 0.332784 0.311573 0.419785 0.302768 0.292532 0.258859 0.246362 0.229474 0.222973 0.217219 0.16499 0.167116
threshold=0 1 2 3 44556186500.000008 4 5 6 7 8 3.5000000000000004 2012.5000000000002 5.5000000000000009 9 10 2011.5000000000002 11 10.500000000000002 73.500000000000014 12 6.5000000000000009 13 32.500000000000007 131.00000000000003 84.500000000000014 71.500000000000014 17.500000000000004 32.500000000000007 2.5000000000000004 14
decision_type=9 9 9 9 8 9 9 9 9 9 10 8 10 9 1 8 9 10 10 9 8 9 8 10 10 10 10 10 8 1
left_child=-1 13 15 4 -4 17 7 9 -8 10 -7 -12 -11 28 -15 -3 21 -5 26 -9 -21 -17 -10 25 27 -6 -14 -16 -2 -30
right_child=1 2 3 5 23 6 8 19 22 12 11 -13 18 14 24 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.9868188842364746e-06 1.2824556293993685e-06 -9.2694729652277214e-05 5.5648459977706413e-07 -0.00014908213285946535 -2.833622868695411e-05 -3.9889184592158748e-05 -1.344131893256624e-05 9.8587185923547737e-06 0.0020906623763203894 6.106231304719867e-05 1.4585994682832071e-05 -2.8516393025861262e-05 4.036721380008232e-08 2.62721693424372e-06 1.6787214706273914e-08 -4.0162975331474709e-05 1.4920613452512341e-05 -2.7062448672481695e-06 2.1390670490548918e-06 -6.9381765485859669e-05 2.5574000807660059e-06 4.3571028052017044e-07 4.3971175892267541e-07 -6.4853368076770381e-05 3.2128438117273512e-06 3.0814613959176953e-06 -0.00011224805861190523 -1.3468819718094661e-07 2.5472671310357627e-05 6.0210239314084149e-07
leaf_weight=380 35 69 66 56 28 27 104 119 113 27 53 107 34 267 140 29 224 46 25 26 184 111 49 52 44 26 34 120 110 246
leaf_count=380 35 69 66 56 28 27 104 119 113 27 53 107 34 267 140 29 224 46 25 26 184 111 49 52 44 26 34 120 110 246
internal_value=0.000421409 7.90087e-05 -0.000496296 -0.000990733 -0.00301639 -0.000614778 -0.000254107 -0.000828439 0.00109747 -0.00230189 -0.00349495 -0.00273292 -0.000305343 0.00103597 0.000350516 0.000837838 0.0013589 -0.00346903 -0.00157447 0.000576471 -0.000361991 -0.000529801 0.00235838 -0.00538318 -0.000603279 -0.00334545 -0.00301449 -0.0010728 0.002 0.00230812
internal_weight=2951 2571 1609 1176 172 1004 902 636 266 307 187 160 120 962 571 433 364 102 93 329 210 140 162 106 304 54 68 260 391 356
internal_count=2951 2571 1609 1176 172 1004 902 636 266 307 187 160 120 962 571 433 364 102 93 329 210 140 162 106 304 54 68 260 391 356
cat_boundaries=0 17 47 48 49 66 68 69 71 72 73 74 75 76 77 78
cat_threshold=131072 1 1310720 4 0 8194 0 268443648 0 134225920 32768 2097152 144 268435456 67108864 0 1073741840 268435456 2050 0 0 2147483648 0 262144 2147483648 1 0 0 4 8192 0 0 0 0 0 0 8192 384 0 16777216 0 0 268451840 64 0 0 8192 68354112 7 0 0 536870912 0 32 0 131072 536870912 0 0 0 0 0 0 0 0 4096 0 22532 4 16810272 32 33794 16851296 2 11 9250 4 2
is_linear=0
shrinkage=0.04


Tree=693
num_leaves=31
num_cat=9
split_feature=7 9 4 7 6 2 7 17 6 5 17 1 0 2 0 4 2 1 2 9 2 2 2 1 2 2 4 4 0 0
split_gain=1.26884 0.758695 1.22852 0.430346 0.364632 0.516614 0.318085 0.301304 0.358512 0.33074 0.302029 0.510403 0.391582 0.351959 0.31755 0.27732 0.267543 0.265539 0.234807 0.31187 0.215897 0.210615 0.205314 0.229489 0.20269 0.197209 0.19194 0.189026 0.349132 0.356699
threshold=0 1 539925000.00000012 2 3 61.500000000000007 4 5 6 1.5000000000000002 7 5.5000000000000009 37.750000000000007 23.500000000000004 39.07500000000001 293.00000000000006 12.500000000000002 5.5000000000000009 14.500000000000002 8 18.500000000000004 51.500000000000007 17.500000000000004 4.5000000000000009 22.500000000000004 3.5000000000000004 390.00000000000006 499885000.00000006 42.710000000000008 47.250000000000007
decision_type=9 9 10 9 9 10 9 9 9 10 9 8 10 10 10 10 8 8 8 9 10 8 10 10 10 10 10 10 10 10
left_child=6 2 17 4 20 -6 -1 -5 18 10 15 12 -12 16 -13 -10 25 24 26 22 -3 -21 -20 -24 -2 -14 -9 28 -8 -30
right_child=1 3 -4 7 5 -7 27 8 9 -11 11 14 13 -15 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.2169748953917747e-05 -2.5488831728077779e-05 -9.5062735201720184e-06 -9.7104366721716251e-05 8.6074060056772821e-06 1.9481089704500794e-05 -1.8693966850358951e-06 2.9731910987768714e-07 4.6799913403770004e-06 -8.3831326480507086e-06 7.5186994107929565e-06 1.1799751684226853e-05 -0.00010507606551636938 -5.036330328601918e-06 -8.9168457289047812e-05 -4.676778790739852e-05 0.00017756879376151972 0.00090676209863103767 6.2570240305390108e-06 -6.5334264549819048e-06 1.8230750593285702e-06 -6.006816221414558e-05 8.9808354507615881e-05 5.6069932829586124e-06 -3.7565516316411347e-07 -0.00017096404234339958 -4.7300147173988306e-05 -9.8952311289276298e-06 0.001330875427979379 -3.6835101832134869e-05 5.4154117571398325e-06
leaf_weight=123 55 69 38 108 73 34 893 255 128 67 53 37 39 48 32 25 27 35 94 84 39 60 35 250 25 39 27 55 37 39
leaf_count=123 55 69 38 108 73 34 893 255 128 67 53 37 39 48 32 25 27 35 94 84 39 60 35 250 25 39 27 55 37 39
internal_value=0.000168263 -0.000501399 -0.00309756 -0.000237454 -0.00185841 -0.000101695 0.00119862 2.25512e-05 -0.000152555 -0.000988142 -0.00141725 -0.00216783 -0.00123671 -0.00225974 -0.0052 7.31709e-05 -0.000943396 -0.0012069 0.000367647 -0.000129771 -0.00342857 0.00139355 -0.000728205 -0.00020979 -0.00246914 -0.00212658 0.00130035 0.000942995 0.000820619 -0.00176623
internal_weight=2923 1776 153 1623 215 107 1147 1408 1300 495 428 275 206 153 69 153 105 115 805 523 108 144 379 285 80 78 282 1024 969 76
internal_count=2923 1776 153 1623 215 107 1147 1408 1300 495 428 275 206 153 69 153 105 115 805 523 108 144 379 285 80 78 282 1024 969 76
cat_boundaries=0 18 20 32 33 50 51 52 53 55
cat_threshold=268435456 17 1056768 532480 34 134225920 131072 268574720 33556480 134225920 32768 64 16 268435456 0 0 1073745936 256 256 8208 3 0 1073741824 2099200 0 64 33554432 536870912 0 32 0 384 198 0 0 0 8192 2 0 0 8192 0 134217728 0 0 0 268435456 0 0 1073741824 2 142 40 0 2208
is_linear=0
shrinkage=0.04


Tree=694
num_leaves=31
num_cat=9
split_feature=7 8 12 4 12 15 4 0 2 2 2 4 17 2 12 0 2 7 2 0 12 3 0 2 2 5 2 2 2 2
split_gain=1.00867 0.996891 0.710507 0.82575 0.48805 0.424901 0.410522 0.394285 0.404669 0.469102 0.999175 0.537738 0.403693 0.433564 0.36327 0.31345 0.43992 0.20151 0.200892 0.317929 0.2144 0.186358 0.185977 0.311157 0.183388 0.32128 0.204364 0.190364 0.183058 0.176722
threshold=0 1 2 1972110000.0000002 3 4 353375000.00000006 35.250000000000007 6.5000000000000009 27.500000000000004 36.500000000000007 37073800000.000008 5 13.500000000000002 6 15.500000000000002 67.500000000000014 7 10.500000000000002 35.250000000000007 8 2003.5000000000002 27.250000000000004 30.500000000000004 14.500000000000002 1.0000000180025095e-35 39.500000000000007 24.500000000000004 176.00000000000003 147.50000000000003
decision_type=9 9 9 10 9 9 8 10 8 10 10 8 9 10 9 10 10 9 10 8 9 10 8 8 10 10 10 10 8 10
left_child=14 4 3 18 28 -6 -7 22 -9 12 -11 -12 -10 -14 29 16 -8 -16 19 -3 -20 -13 23 -4 -22 26 27 -26 -2 -1
right_child=1 2 7 -5 5 6 15 8 9 10 11 21 13 -15 17 -17 -18 -19 20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.2278648696348576e-06 1.4724542484801414e-06 -3.5917020853474098e-06 3.9020379332780644e-07 -7.017013663464735e-05 9.9345412611190907e-07 -2.9846975347459605e-06 -4.6850770165390025e-08 -5.5555809161282939e-05 -2.462182240626169e-05 -0.00026703045703094274 9.3897025187524093e-06 -2.2312555238543384e-05 -6.0370184478762826e-07 1.9898995860148968e-05 1.4831523748466281e-06 9.6583894328888594e-07 -2.1613251765209013e-07 1.5325987861304764e-05 3.7984491731263327e-06 1.6707589383095789e-05 -2.2921219577822047e-05 0.00033624574631601126 -1.2769884188879644e-05 -3.0374168823828877e-05 -1.9245498569386438e-06 4.9359284183638657e-05 -3.1089797538001237e-05 1.0528515171551279e-05 2.1113709146298939e-06 -4.5055837180471883e-06
leaf_weight=72 383 35 54 39 146 31 119 151 111 36 44 120 155 104 277 205 33 194 140 183 25 27 36 39 36 25 59 32 46 28
leaf_count=72 383 35 54 39 146 31 119 151 111 36 44 120 155 104 277 205 33 194 140 183 25 27 36 39 36 25 59 32 46 28
internal_value=0.000368386 6.59809e-06 -0.000653899 0.000437607 0.000997947 0.000176147 -0.000521303 -0.00136486 -0.00102537 -0.000555184 -0.00198246 -0.0008125 0.00032345 0.00117037 0.00186254 -0.000145251 -0.00151634 0.00233195 0.000858209 0.00178995 0.000213837 -0.00197297 -0.00341538 -0.00242553 -0.000702128 -0.00020915 -0.00103125 0.000463768 0.00199091 -0.00036036
internal_weight=2985 2414 1451 574 963 534 388 877 748 597 227 191 370 259 571 357 152 471 535 218 317 147 129 93 177 152 127 68 429 100
internal_count=2985 2414 1451 574 963 534 388 877 748 597 227 191 370 259 571 357 152 471 535 218 317 147 129 93 177 152 127 68 429 100
cat_boundaries=0 17 44 45 46 47 48 50 67 68
cat_threshold=268566528 144 1142169600 524804 0 134225920 0 268443648 2048 134225920 0 0 16 0 0 0 16 16 2052 0 134217728 2147483648 0 262144 0 1 0 0 131076 0 1048576 0 4096 0 0 0 8192 256 0 20971520 0 0 16384 64 67316832 83986434 2157969408 8 83887136 2 131072 0 68157440 524292 0 0 0 0 2048 0 0 0 0 0 0 0 16 140352
is_linear=0
shrinkage=0.04


Tree=695
num_leaves=31
num_cat=10
split_feature=8 7 11 12 2 1 12 7 8 2 2 12 2 2 3 8 12 2 2 2 2 2 3 2 2 2 3 2 2 1
split_gain=1.523 1.08874 0.512916 0.499439 0.504889 0.437612 0.401158 0.586462 0.354566 0.350292 0.332009 0.602418 0.46156 0.522019 0.456562 0.451594 0.547735 0.411947 0.389195 0.263341 0.238077 0.458896 0.237346 0.219471 0.206776 0.434145 0.205456 0.190301 0.261179 0.330915
threshold=0 1 2 3 86.500000000000014 5.5000000000000009 4 5 6 77.500000000000014 27.500000000000004 7 47.500000000000007 99.000000000000014 1995.5000000000002 8 9 2.5000000000000004 33.500000000000007 129.50000000000003 26.500000000000004 8.5000000000000018 2008.5000000000002 14.500000000000002 26.500000000000004 45.500000000000007 2013.5000000000002 187.50000000000003 49.500000000000007 5.5000000000000009
decision_type=9 9 9 9 10 8 9 9 9 10 8 9 10 10 8 9 9 10 8 8 10 10 10 10 10 10 10 10 10 8
left_child=9 6 3 19 5 -5 7 24 -4 20 15 12 -12 -14 -13 -10 -17 -18 -16 23 21 -1 27 -3 -2 -26 -8 28 -20 -30
right_child=1 2 8 4 -6 -7 26 -9 10 -11 11 14 13 -15 18 16 17 -19 22 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.7107001752999954e-06 9.279116044423547e-07 -0.00014749285106559031 2.7708880592520118e-06 -1.800766045903652e-05 -5.5345928816069974e-05 0.00026850873199381895 3.7722840757680351e-06 2.0483757998899849e-06 -9.7234334564603689e-07 -2.4430111159539854e-05 -4.0997196719282607e-06 -3.5463898159985251e-05 9.4505743268164566e-07 -3.8391412672919856e-05 -1.6822049731511608e-06 6.4768470272995888e-06 -4.0703043087168056e-05 3.4955289863408657e-06 1.1047942079036408e-06 -5.5883513020867331e-06 4.0409236108299191e-06 -1.6298325112927758e-05 5.5479038544064e-05 -6.7363331536969453e-05 -1.2054273114731174e-05 4.3857684137015798e-08 -1.7006360539137134e-06 2.5292155583050598e-05 2.4351974937896554e-08 -3.3247615921849407e-05
leaf_weight=86 35 28 240 83 26 49 489 123 121 33 51 26 39 25 75 273 49 342 207 43 36 57 34 29 29 37 37 58 131 45
leaf_count=86 35 28 240 83 26 49 489 123 121 33 51 26 39 25 75 273 49 342 207 43 36 57 34 29 29 37 37 58 131 45
internal_value=0.000348655 0.000605485 0.000108816 -0.00151673 -4.73371e-05 0.000962406 0.00189225 0.000408511 0.00036132 -0.00283408 0.000123739 -0.000514451 -0.00301587 -0.000984615 4.0886e-05 0.000687023 0.00109037 0.000109453 0.000290381 -0.0036036 -0.00224444 -0.00297222 0.000714286 -0.00572414 -0.00175 -0.00322388 0.00250279 0.000461539 0.000135417 -0.00099435
internal_weight=2936 2724 1974 258 158 132 750 224 1716 212 1476 691 115 64 576 785 664 391 550 100 179 143 475 57 101 66 526 441 383 176
internal_count=2936 2724 1974 258 158 132 750 224 1716 212 1476 691 115 64 576 785 664 391 550 100 179 143 475 57 101 66 526 441 383 176
cat_boundaries=0 29 47 50 52 53 62 92 94 115 117
cat_threshold=268435472 2048 4 134217728 0 0 0 0 0 32768 0 33554432 64 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 524288 2 0 605036544 2097668 0 0 131072 8192 33556480 8224 0 2097408 0 268435456 0 0 1073741840 128 2 2147550240 524288 32864 32 181536 0 0 0 0 0 0 131072 0 2048 1073741824 0 0 0 2147483648 1 0 0 0 0 0 4 10240 1048576 0 0 0 0 0 8192 0 0 4194304 0 0 16384 0 0 0 8192 17844224 2 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 4096 0 384 18022720 34
is_linear=0
shrinkage=0.04


Tree=696
num_leaves=31
num_cat=11
split_feature=7 8 2 9 11 7 2 12 17 12 6 2 2 2 3 3 2 2 4 0 2 6 9 2 3 2 0 3 0 2
split_gain=1.5247 0.909782 0.878319 0.693848 0.500781 0.503211 0.494512 0.46694 0.445591 0.427393 0.926883 0.407869 0.420432 0.358177 0.434163 0.548406 0.431396 0.327915 0.296517 0.279902 0.265724 0.515646 0.428187 0.280116 0.396023 0.403623 0.310118 0.250425 0.248581 0.311714
threshold=0 1 16.500000000000004 2 3 4 114.50000000000001 5 6 7 8 14.500000000000002 45.500000000000007 119.00000000000001 2015.5000000000002 2008.5000000000002 5.5000000000000009 14.500000000000002 16000.000000000002 38.57500000000001 6.5000000000000009 9 10 22.500000000000004 2017.5000000000002 43.500000000000007 32.500000000000007 2002.5000000000002 43.675000000000004 2.5000000000000004
decision_type=9 9 10 9 9 9 10 9 9 9 9 8 10 10 8 10 8 10 10 8 10 9 9 10 8 10 10 8 10 10
left_child=27 2 -2 17 -5 7 -4 11 19 13 -11 -6 -13 14 15 -10 -16 -3 20 -7 28 22 23 26 -25 -26 -22 -1 29 -12
right_child=1 3 6 4 5 8 -8 -9 9 10 18 12 -14 -15 16 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-4.3896090411273893e-07 9.9298076910289468e-06 -1.1380276848970585e-05 -1.6311032650288543e-05 2.5228070999062654e-06 2.013094355415068e-05 -9.1047148846276663e-07 -1.2820784437105917e-05 1.1705125733790602e-06 3.3550542026383253e-06 4.5095507207717518e-05 7.1214507468461783e-07 -1.3749518907456371e-06 1.0875406568783404e-06 3.3782409863484924e-05 1.583276551750701e-05 -8.6823933604642683e-05 1.2042999761865565e-07 -8.4409810593285905e-05 -0.00015018306371296423 5.762469320906105e-06 3.9932762995840039e-06 0.00010967724482468554 2.1021279076489787e-06 4.1015477489575627e-06 -5.8542028662782688e-06 -6.4627595920782665e-08 -1.271861350679684e-05 1.8541177690037307e-05 -3.8389250989913479e-05 -1.8419212764989642e-05
leaf_weight=25 60 70 44 266 66 63 38 248 35 155 77 87 83 45 92 29 375 41 29 134 27 133 110 30 42 57 46 318 32 77
leaf_count=25 60 70 44 266 66 63 38 248 35 155 77 87 83 45 92 29 375 41 29 134 27 133 110 30 42 57 46 318 32 77
internal_value=0.000509711 0.000170638 -0.00282353 0.000356098 0.00050745 0.000291887 -0.00568675 0.00140606 -5.50342e-05 -0.000310984 -0.000895884 9.71661e-05 -0.000935672 0.000517888 0.000233083 -0.00283077 0.00065812 -0.00259016 -0.00154993 0.00167308 -0.00138608 -0.000852018 -0.00170898 -0.00277934 -0.00403077 -0.00524 -0.000918919 0.00297175 -0.00265241 -0.00196129
internal_weight=2934 2591 142 2449 2338 2072 82 484 1588 1391 815 236 170 576 531 64 467 111 660 197 631 445 312 202 129 99 73 343 186 154
internal_count=2934 2591 142 2449 2338 2072 82 484 1588 1391 815 236 170 576 531 64 467 111 660 197 631 445 312 202 129 99 73 343 186 154
cat_boundaries=0 18 47 49 52 69 71 72 74 75 76 78
cat_threshold=0 17 1075052544 0 0 8192 0 536879104 0 8192 32800 320 268435472 268435456 0 32 16 768 268435456 4 0 0 0 0 0 0 0 32768 0 0 64 0 0 0 0 0 33554432 2048 2147483648 0 0 0 0 0 0 0 524288 128 8192 2147532800 2148532736 524288 2 128 536879104 524288 32 134217792 0 131072 2048 32 8192 0 0 0 0 0 128 16909378 32 38 16983296 32 66 392 0 2048
is_linear=0
shrinkage=0.04


Tree=697
num_leaves=31
num_cat=10
split_feature=8 7 13 0 0 6 3 4 2 5 7 3 2 2 2 3 0 11 2 0 10 11 2 3 17 3 6 2 2 2
split_gain=1.27544 1.33651 0.73227 0.684047 1.00207 0.491563 0.634029 0.398771 0.366547 0.34378 0.307975 0.306679 0.261288 0.573932 0.261701 0.253209 0.23478 0.232931 0.226012 0.19699 0.182766 0.327396 0.374724 0.3428 0.293185 0.364818 0.504989 0.627912 0.243888 0.201755
threshold=0 1 2 37.750000000000007 27.250000000000004 3 1999.5000000000002 1525190000.0000002 3.5000000000000004 10.500000000000002 4 2010.5000000000002 17.500000000000004 23.500000000000004 8.5000000000000018 1996.5000000000002 42.710000000000008 5 17.500000000000004 16.750000000000004 6 7 50.500000000000007 2014.5000000000002 8 2006.5000000000002 9 17.500000000000004 15.500000000000002 2.5000000000000004
decision_type=9 9 9 8 10 9 8 10 10 8 9 8 8 10 10 10 10 9 10 10 9 9 8 10 9 10 9 10 10 10
left_child=10 15 3 4 -3 6 -5 20 -8 -10 16 -7 14 -14 -13 -2 19 -12 -17 -1 29 23 -23 24 28 26 27 -26 -22 -4
right_child=1 2 7 5 -6 11 8 -9 9 -11 17 12 13 -15 -16 18 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.9054748709787218e-07 1.6866924762157398e-05 -5.4735962739293194e-07 0.00031320017048153055 -7.1848199130268028e-05 -7.9315082756744829e-06 -1.3401930855209019e-05 -8.9778861981039436e-05 -2.0961154401074084e-05 -5.0627691156669926e-07 2.0003694183935495e-05 6.4882781931613911e-07 -1.4994548897418897e-05 3.8168888647094127e-05 -0.0001956263104639075 -0.00039940724816959496 1.2151118474685433e-05 -4.2897256617092511e-05 2.5523363699385436e-06 -1.4754199102668477e-06 9.8298217077447871e-06 -1.0898941911352694e-05 1.0952542700652563e-05 1.0024687968203298e-06 2.8477230441124982e-05 4.3170113238533916e-06 -8.0695524747789518e-05 9.2024457098056815e-06 -1.6198360723249691e-05 6.6134688675329397e-06 -3.7444357133584264e-05
leaf_weight=36 255 63 38 27 40 46 44 40 70 197 768 27 32 41 27 31 31 297 49 33 77 96 128 58 58 29 136 49 25 64
leaf_count=36 255 63 38 27 40 46 44 40 70 197 768 27 32 41 27 31 31 297 49 33 77 96 128 58 58 29 136 49 25 64
internal_value=0.000359767 -0.00032537 -0.000865776 -0.0018944 -0.00488462 -0.00132031 -0.000366762 -5.93324e-05 0.000141026 0.000701493 0.00137755 -0.00297826 -0.00415625 -0.00254054 -0.00625455 0.00190751 -0.000720721 0.00157993 1.47172e-10 0.000514286 0.000147563 0.000395802 0.0016 -0.000252822 -0.000704 2.82687e-05 0.000540984 -0.00145763 -0.00240708 -0.00134513
internal_weight=2912 1747 1412 614 103 511 338 798 311 267 1165 173 127 73 54 335 100 1065 80 69 758 656 224 432 374 272 243 107 102 102
internal_count=2912 1747 1412 614 103 511 338 798 311 267 1165 173 127 73 54 335 100 1065 80 69 758 656 224 432 374 272 243 107 102 102
cat_boundaries=0 29 46 47 48 59 62 63 65 66 67
cat_threshold=268435456 10 4 0 65536 0 0 0 1 0 0 131076 2048 1049088 0 0 0 0 0 8192 384 524288 16777216 0 0 268484608 64 0 524288 268435456 1 1141907456 0 0 134217728 0 8192 2048 134225952 32 0 144 0 0 0 1073741840 12 394 0 0 67108864 0 2 0 0 268435456 0 0 8192 36 0 524288 17 36 1536 8 146
is_linear=0
shrinkage=0.04


Tree=698
num_leaves=31
num_cat=10
split_feature=7 8 8 13 12 2 6 5 2 11 0 12 2 12 2 2 2 0 2 2 2 2 0 1 3 0 17 2 2 2
split_gain=1.25621 1.08949 0.828665 0.707077 0.622453 0.393312 0.393039 0.617837 0.433216 0.374096 1.16185 0.631757 0.625004 0.342273 0.342705 0.348935 0.341287 0.438917 0.391483 0.297052 0.37664 0.296053 0.418474 0.275727 0.273101 0.268122 0.245368 0.231495 0.228008 0.223594
threshold=0 1 2 3 4 20.500000000000004 5 9.0000000000000018 478.50000000000006 6 27.750000000000004 7 37.500000000000007 8 6.5000000000000009 4.5000000000000009 23.500000000000004 42.250000000000007 16.500000000000004 17.500000000000004 10.500000000000002 17.500000000000004 37.250000000000007 5.5000000000000009 2002.5000000000002 42.710000000000008 9 9.5000000000000018 90.500000000000014 3.5000000000000004
decision_type=9 9 9 9 9 8 9 8 8 9 10 9 10 9 10 8 10 10 8 10 8 8 10 8 10 8 9 8 10 8
left_child=9 27 5 16 6 -3 8 -8 26 10 11 12 -1 21 15 -15 17 18 -4 20 -9 -11 -23 24 28 29 -5 -2 -21 -6
right_child=1 2 3 4 25 -7 7 19 -10 13 -12 -13 -14 14 -16 -17 -18 -19 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.815602502551648e-06 1.899074106271238e-06 -1.2352375759201781e-05 -5.0341998336713528e-05 -1.5891636794914092e-05 2.6394257120801367e-05 -3.2259417882678104e-05 -7.8747572753227709e-05 -2.6407016732083699e-05 -1.4178217791856185e-05 1.5771455929251633e-05 -1.9112311543000645e-05 7.0846754150550542e-07 -2.3649829033209671e-07 9.0827480999674043e-06 2.6279375321571039e-06 -4.1806363396159409e-05 -0.00011853085851376678 0.0014606485266918984 -3.8656499799675697e-05 4.4848618073905521e-05 1.7452749947000566e-05 9.3708356675010018e-07 -7.6314423336935637e-06 -4.9893919440226427e-05 -6.5531179594796561e-05 2.436170866970521e-05 1.0544639959815849e-05 6.0499630082165026e-06 -9.7444935589994811e-05 1.3726268436627807e-06
leaf_weight=51 91 46 29 108 30 58 37 93 27 33 33 311 62 68 526 52 58 28 35 56 98 32 36 27 49 66 242 163 27 371
leaf_count=51 91 46 29 108 30 58 37 93 27 33 33 311 62 68 526 52 58 28 35 56 98 32 36 27 49 66 242 163 27 371
internal_value=0.00034375 -0.000345143 -0.000762032 -0.000485632 -0.00015781 -0.00403478 -0.000856774 -0.00173869 7.21651e-05 0.00133004 0.00040171 0.000978824 -0.00151613 0.00188391 0.00222831 0.000330579 -0.00298137 -0.00163441 -0.00344615 -0.00125356 -0.0001875 -0.000321428 -0.00185507 -0.002525 -0.00174436 0.00097908 0.000455841 0.00202264 -0.000333333 0.000606965
internal_weight=2943 1739 1485 1381 1231 104 764 387 377 1204 457 424 113 747 646 120 150 92 64 350 191 101 68 159 132 467 350 254 83 401
internal_count=2943 1739 1485 1381 1231 104 764 387 377 1204 457 424 113 747 646 120 150 92 64 350 191 101 68 159 132 467 350 254 83 401
cat_boundaries=0 18 45 69 70 71 72 74 75 77 78
cat_threshold=268566528 268435473 1678778368 2097152 32 2048 131072 268574720 67584 134225920 32 2097152 16 268435456 0 32 16 256 1073741824 2048 0 0 2147483648 0 0 0 0 0 0 131076 2048 0 0 0 0 0 0 8192 0 0 16777216 0 0 49152 4 0 0 4 134217728 0 0 0 2147483648 0 0 0 2048 8192 0 0 0 0 0 33554432 0 2147483648 0 0 8 8 60514 330 32 512 181280 67108864 34 9
is_linear=0
shrinkage=0.04


Tree=699
num_leaves=31
num_cat=13
split_feature=7 9 4 14 10 3 1 12 0 7 4 12 12 11 0 12 4 0 9 3 1 12 3 3 6 0 3 1 4 0
split_gain=1.24233 0.850673 0.547707 0.449025 0.591658 0.442074 0.410513 0.673121 0.614069 0.325643 0.492692 0.469211 0.381356 0.283019 0.246837 0.239918 0.376009 0.233525 0.20826 0.444554 0.181992 0.180482 0.42347 0.172019 0.167518 0.201592 0.151506 0.149508 0.142549 0.132337
threshold=0 1 581475000.00000012 2 3 2003.5000000000002 5.5000000000000009 4 36.900000000000006 5 20282.500000000004 6 7 8 27.750000000000004 9 1525190000.0000002 30.500000000000004 10 2015.5000000000002 5.5000000000000009 11 2012.5000000000002 2007.5000000000002 12 39.07500000000001 2007.5000000000002 2.5000000000000004 1300.0000000000002 36.400000000000006
decision_type=9 9 10 9 9 10 10 9 10 9 8 9 9 9 10 9 10 10 9 8 8 9 8 8 9 10 10 10 10 10
left_child=13 2 -2 4 6 -6 7 26 14 11 28 17 -12 -1 -8 20 24 -9 19 -14 -5 23 -23 -20 25 -17 -3 -26 -11 -22
right_child=1 3 -4 15 5 -7 8 9 -10 10 12 -13 18 -15 -16 16 -18 -19 21 -21 29 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=5.2084705156159804e-07 -3.6873756137272855e-05 1.0088561916038295e-06 -7.9423272790392192e-05 1.5841769754840678e-05 -7.0032688929717537e-05 0.00057772254637567964 5.3965526448176346e-07 -1.9120632660408186e-07 0.00014585323541743919 -9.1589175012870166e-06 1.4218027759378004e-05 -1.4700046217306553e-06 -6.3718662361284543e-05 6.3870715649602457e-06 -1.7069370498682056e-05 0.0036373075311639251 -4.8686296153287611e-05 7.4335211304912269e-06 -2.9434143871360253e-05 -3.8311867389709117e-07 -2.4516409969494579e-06 0.00028812239173133387 -1.8775064490298204e-06 2.2186033597054656e-06 -5.1168123561697922e-06 1.4159915001136819e-06 -7.1997672625667558e-06 1.0476372491406952e-06 -1.0324542338950775e-05 1.3355936255905476e-05
leaf_weight=104 52 327 49 97 88 31 142 76 168 59 110 132 39 342 33 63 25 48 54 106 36 26 150 253 50 61 42 97 42 39
leaf_count=104 52 327 49 97 88 31 142 76 168 59 110 132 39 342 33 63 25 48 54 106 36 26 150 253 50 61 42 97 42 39
internal_value=0.000585996 0.000231445 -0.00317857 0.000389189 0.000115643 -0.00249231 0.00030143 1.09217e-05 0.00154651 -0.000488246 -9.88234e-05 -0.00170786 0.000259811 0.00250328 -0.000113636 0.00148643 0.000729642 0.000118519 -0.000137715 -0.00141026 0.00266667 0.000267207 -0.000727273 0.000842767 0.00119118 0.00219259 0.00146316 0.000177215 -0.00270588 0.00131579
internal_weight=2941 2495 101 2394 1926 119 1807 1464 343 1095 839 256 738 446 175 468 296 124 628 145 172 483 176 307 271 124 369 147 101 75
internal_count=2941 2495 101 2394 1926 119 1807 1464 343 1095 839 256 738 446 175 468 296 124 628 145 172 483 176 307 271 124 369 147 101 75
cat_boundaries=0 18 20 21 22 23 33 35 36 39 40 42 43 44
cat_threshold=268435458 268435472 1074003968 2097280 0 64 0 8192 2048 134225920 0 2097280 128 268435456 0 0 1073741840 256 0 8192 24577 288 84961280 0 0 603979776 4 0 0 0 131072 33619968 32 98336 32 131136 32800 512 524288 196866 0 16404 66818 150
is_linear=0
shrinkage=0.04


Tree=700
num_leaves=31
num_cat=10
split_feature=8 12 0 2 17 4 11 3 2 0 14 4 4 2 6 2 2 2 8 3 0 2 12 2 2 2 4 11 2 12
split_gain=0.668873 0.566106 0.649795 0.550788 0.430185 0.721396 0.708321 0.592067 0.545222 0.505681 0.415938 0.551689 0.345016 0.250243 0.471563 0.606212 0.304001 0.245494 0.23511 0.225952 0.272733 0.377053 0.30328 0.259613 0.218103 0.558903 0.240359 0.212794 0.349555 0.212038
threshold=0 1 52.740000000000002 4.5000000000000009 2 3890.0000000000005 3 1999.5000000000002 35.500000000000007 39.07500000000001 4 520.00000000000011 28.000000000000004 53.500000000000007 5 6.5000000000000009 71.500000000000014 3160.5000000000005 6 2007.5000000000002 38.57500000000001 4.5000000000000009 7 16.500000000000004 30.500000000000004 25.500000000000004 267495000.00000003 8 7.5000000000000009 9
decision_type=9 9 8 8 9 10 9 8 10 10 9 8 10 10 9 8 10 8 9 8 10 10 9 10 10 10 10 9 8 9
left_child=17 3 4 -2 5 12 9 8 -8 -6 -5 -12 -3 14 15 -9 -15 18 -1 -13 -21 -22 23 -23 25 26 27 -16 -29 -20
right_child=1 2 -4 10 6 -7 7 13 -10 -11 11 19 -14 16 24 -17 -18 -19 29 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=6.1062047563820754e-06 1.2327080369192117e-05 -9.7741079024605092e-06 -8.6372117604803553e-06 1.1192532468016007e-06 -2.1528117679470437e-07 -4.5066971552485413e-05 -0.00013597684441428402 -7.6015042389107168e-05 1.0144759590659177e-05 -5.7468994338812437e-06 -3.652249481904281e-05 1.2276236744849958e-05 5.0246171278909031e-05 -1.2432649083140711e-05 3.0533443252522828e-05 1.4434785143863997e-06 5.5141163757552701e-07 -1.2162124929443794e-06 3.2162825287896682e-06 2.3428071280227241e-07 -0.00014120773213237428 3.0625721077023865e-07 1.3810524187453318e-06 -9.6990493733621497e-05 3.4703266287094711e-06 -7.6017183383083933e-05 -1.4252382330869198e-06 -2.9704990014889667e-05 1.4350438287249365e-05 1.8256403991235013e-06
leaf_weight=154 109 121 30 113 213 29 27 32 31 33 29 69 29 34 231 110 105 61 102 282 30 42 184 66 57 30 27 26 86 468
leaf_count=154 109 121 30 113 213 29 27 32 31 33 29 69 29 34 231 110 105 61 102 282 30 42 184 66 57 30 27 26 86 468
internal_value=0.000189125 -0.000173833 -0.000725832 0.000573262 -0.000585925 -0.00233684 -0.000258309 0.000327138 -0.00352542 -0.0020856 0.000220588 -0.000157083 -0.0013245 0.000638701 0.000993333 -0.000993464 -0.000885714 0.0011809 0.00140138 7.71515e-05 -0.000171901 -0.000965944 -0.000518771 -0.00208403 0.00159829 0.00129676 0.00172507 0.00201163 0.000390244 0.000963856
internal_weight=2960 2175 1251 924 1221 179 1042 796 58 246 815 702 150 738 599 142 139 785 724 673 604 322 292 108 457 400 370 343 112 570
internal_count=2960 2175 1251 924 1221 179 1042 796 58 246 815 702 150 738 599 142 139 785 724 673 604 322 292 108 457 400 370 343 112 570
cat_boundaries=0 27 29 30 31 32 33 60 61 64 65
cat_threshold=1073741824 12 0 0 73728 0 262144 2147483648 1 0 0 131076 2112 1049088 0 0 0 0 0 8192 128 0 0 0 0 16384 68 17916224 2 13 49184 145 20 0 8 0 0 73728 0 0 0 1 0 0 0 0 1048576 0 0 0 0 0 8192 0 0 0 0 0 16384 64 1073408 4 0 524288 83904768
is_linear=0
shrinkage=0.04


Tree=701
num_leaves=31
num_cat=9
split_feature=7 12 8 4 0 2 2 7 11 7 0 2 4 3 7 0 2 12 3 12 2 2 2 2 2 5 2 1 2 1
split_gain=1.10842 0.900894 1.1537 0.600263 0.593074 0.447443 0.432946 0.427427 0.587144 0.363803 0.482651 0.48525 0.326029 0.335547 0.281176 0.690533 0.319113 0.260741 0.257787 0.210572 0.411595 0.323048 0.468114 0.453123 0.250514 0.218414 0.207339 0.201727 0.198561 0.228368
threshold=0 1 2 425.00000000000006 47.750000000000007 147.50000000000003 19.500000000000004 3 4 5 35.850000000000009 151.50000000000003 1553.0000000000002 1998.5000000000002 6 24.500000000000004 40.500000000000007 7 2014.5000000000002 8 8158.0000000000009 52.500000000000007 100.50000000000001 27.500000000000004 11.500000000000002 2.5000000000000004 321.00000000000006 1.0000000180025095e-35 90.500000000000014 5.5000000000000009
decision_type=9 9 9 8 8 10 8 9 9 9 10 8 10 10 9 10 10 9 10 9 8 10 10 8 10 8 10 10 8 8
left_child=3 9 12 -1 5 7 -6 -4 14 10 -2 -12 13 -3 16 -16 -9 -10 -5 20 -11 23 -23 24 25 -21 -24 -25 29 -17
right_child=1 2 4 18 6 -7 -8 8 17 19 11 -13 -14 -15 15 28 -18 -19 -20 21 -22 22 26 27 -26 -27 -28 -29 -30 -31
leaf_value=-7.0116037279521461e-05 2.5084420950943081e-08 7.2016218655584385e-06 -5.6906184633968391e-06 8.6378361636612012e-06 -4.6359906101189605e-05 -2.8652042833379187e-05 -2.2062303125538909e-06 -5.8349567545515841e-08 6.9451337261483633e-06 3.1129860845591273e-06 -8.7260136908579676e-05 9.1010053471765845e-05 -2.5725175593627658e-06 -4.0227956600839407e-06 -1.8264010222816216e-06 -6.6600578066531348e-06 9.8974419300212005e-07 3.2091930509461338e-06 -2.2712020430004899e-07 -0.00012584221196678414 -9.7899706770959567e-05 -5.0908609544722067e-07 2.4428715938156209e-05 1.043595957215466e-05 -7.5458444481924979e-07 1.5066789707398891e-05 -1.1788386128921632e-06 1.1520956704033001e-05 -3.8123438957107195e-05 0.0020215651606086331
leaf_weight=36 180 185 111 406 28 57 34 77 111 213 39 26 57 29 75 292 35 107 35 28 25 93 37 49 155 152 25 146 30 44
leaf_count=36 180 185 111 406 28 57 34 77 111 213 39 26 57 29 75 292 35 107 35 28 25 93 37 49 155 152 25 146 30 44
internal_value=0.0005305 0.000179519 -0.000554949 0.00227049 -0.00118182 -0.000940425 -0.00495238 -0.000715742 -0.000352941 0.000977099 -0.000390625 -0.00333333 0.00171631 0.00249302 -0.00104255 -0.00149558 0.000715447 0.00136245 0.00272398 0.00134047 0.00237751 0.000948276 -0.000641025 0.00143126 0.000535714 0.00154696 0.00203175 0.00295918 -0.000806539 -0.000522255
internal_weight=2917 2440 1272 477 1001 939 62 882 771 1168 245 65 271 214 553 441 112 218 441 923 238 685 155 530 335 180 62 195 366 336
internal_count=2917 2440 1272 477 1001 939 62 882 771 1168 245 65 271 214 553 441 112 218 441 923 238 685 155 530 335 180 62 195 366 336
cat_boundaries=0 17 19 40 57 60 78 86 88 89
cat_threshold=268435458 129 1108606976 2097152 0 64 0 8192 2048 134225936 0 256 0 268435456 0 0 1073741840 17900864 32 0 2056 0 0 2147483648 0 262144 0 0 0 0 131076 8192 1048576 0 4096 0 0 0 8192 256 0 0 0 2048 0 0 131072 0 0 0 0 0 0 0 0 0 4096 36 2147483648 524288 0 16 0 0 0 0 0 537001984 33554432 0 32 128 0 0 0 0 0 256 0 0 0 4 2 0 0 131072 147458 2 17833984
is_linear=0
shrinkage=0.04


Tree=702
num_leaves=31
num_cat=8
split_feature=11 12 13 2 3 0 2 3 15 3 3 12 6 12 12 0 0 2 2 3 2 2 1 2 0 3 2 0 2 3
split_gain=0.740184 0.441813 0.68227 0.485407 0.468875 0.455391 0.402259 0.339986 0.328394 0.694912 0.662745 0.559269 0.338292 0.335797 0.310689 0.349512 0.537795 0.572667 0.317058 0.289256 0.26973 0.258941 0.248043 0.238472 0.301578 0.23667 0.200167 0.254418 0.219335 0.194705
threshold=0 1 2 16.500000000000004 1995.5000000000002 54.500000000000007 80.500000000000014 2007.5000000000002 3 1996.5000000000002 1998.5000000000002 4 5 6 7 23.500000000000004 38.57500000000001 70.500000000000014 151.50000000000003 2009.5000000000002 106.50000000000001 26.500000000000004 5.5000000000000009 22.500000000000004 24.500000000000004 2003.5000000000002 9.5000000000000018 43.675000000000004 19.500000000000004 2008.5000000000002
decision_type=9 9 9 8 10 10 10 10 9 10 10 9 9 9 9 10 10 8 10 10 8 8 10 10 8 10 8 10 8 10
left_child=6 2 3 -2 -5 8 21 14 9 11 13 -3 19 -10 18 -16 -17 -18 26 25 22 -1 -13 24 -15 -12 27 -4 -28 -14
right_child=1 5 7 4 -6 -7 -8 -9 10 -11 12 20 29 23 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.800741057333607e-06 7.164963898933228e-06 2.0398670423961736e-06 4.3341379139215476e-06 -1.3479006295446136e-05 7.0532743077657719e-07 -5.2100923865315737e-06 -2.973260858009385e-05 2.0971734019958113e-05 1.3627471573190012e-06 2.5028010527906094e-05 -2.7652715419807355e-05 1.4486214086124969e-06 -4.0592443995116569e-06 -1.9279064049612407e-06 -1.6208057498633777e-06 2.179006426723622e-05 5.6176381259408729e-07 -6.8032336208975131e-05 -5.893220032716728e-05 -7.0056975829622912e-05 -0.00010016261176568446 6.0199989192406996e-06 -3.8172834610803935e-06 1.2074654988636992e-06 3.4244505315896025e-06 0.0011777897108655763 1.8760902656219176e-05 -3.6151523696357716e-05 1.823185465639522e-06 5.6143163948474486e-06
leaf_weight=86 93 116 74 136 53 30 30 81 480 55 29 54 46 41 43 37 75 31 27 66 27 34 77 278 341 39 78 25 226 98
leaf_count=86 93 116 74 136 53 30 30 81 480 55 29 54 46 41 43 37 75 31 27 66 27 34 77 278 341 39 78 25 226 98
internal_value=0.000407293 0.000558005 -0.000125252 -0.00174744 -0.00296842 0.000932886 -0.00223602 0.000548023 0.00102288 -0.000129412 0.00128202 -0.00096 -0.000458781 0.00171779 0.000233388 -0.00109645 -0.000194444 -0.00164486 0.000816327 -0.00182069 -0.0024142 -0.00132231 -0.00178788 0.00107303 0.000438642 -0.000115942 0.00111881 -0.00044 0.00162623 0.000877419
internal_weight=2906 2756 979 282 189 1777 150 697 1747 329 1418 274 278 1140 616 186 143 106 430 134 158 120 131 660 382 68 403 99 304 144
internal_count=2906 2756 979 282 189 1777 150 697 1747 329 1418 274 278 1140 616 186 143 106 430 134 158 120 131 660 382 68 403 99 304 144
cat_boundaries=0 3 5 6 7 8 9 11 13
cat_threshold=32770 524320 2049 163936 32 4 2283798528 83887362 276 83976192 2 32800 32
is_linear=0
shrinkage=0.04


Tree=703
num_leaves=31
num_cat=10
split_feature=7 8 7 2 12 2 12 2 3 11 4 6 2 2 3 17 12 2 2 2 2 2 12 0 1 2 0 2 3 4
split_gain=1.28496 0.923039 0.587592 0.539382 0.624801 0.526129 0.442184 0.45585 0.352183 0.347344 0.351392 0.354605 0.341993 0.626561 0.331578 0.323367 0.327137 0.503386 0.398166 0.282063 0.276584 0.255806 0.240791 0.237244 0.228054 0.217532 0.217317 0.364095 0.223644 0.215673
threshold=0 1 2 725.00000000000011 3 58.500000000000007 4 69.500000000000014 1997.5000000000002 5 11029.500000000002 6 12.500000000000002 34.500000000000007 2019.5000000000002 7 8 46.500000000000007 48.500000000000007 17.500000000000004 211.00000000000003 698.00000000000011 9 24.500000000000004 5.5000000000000009 19.500000000000004 42.710000000000008 10.500000000000002 2012.5000000000002 29000.000000000004
decision_type=9 9 9 10 9 10 9 10 10 9 10 9 10 10 10 9 9 10 10 8 10 8 9 8 10 8 10 8 10 10
left_child=26 29 12 4 21 9 8 -8 -7 19 11 22 -3 -14 15 25 18 -18 23 -6 24 -4 -11 -17 -9 -13 28 -28 -1 -2
right_child=1 2 3 -5 5 6 7 20 -10 10 -12 14 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=6.0663538914017594e-06 6.2978525415227074e-06 -2.7102736151952069e-05 1.2346350254474146e-06 -3.8467465572798856e-05 -3.7079706199989459e-05 -7.4134836613158317e-06 -6.9847465719137392e-06 -5.9799459748393567e-08 -2.9217523119748059e-05 7.3633059014653612e-07 4.6494061658018696e-05 -1.7030038057381327e-05 7.3849993630221422e-06 -1.9596061489092972e-05 2.7133170592418581e-05 1.1891365834282958e-07 -4.4035727748835682e-07 1.7291973780120934e-06 -1.6848168311488463e-05 -1.7292097023807293e-05 2.8189619752774041e-05 -7.5002583042306205e-05 1.4403481413977673e-05 3.1393571433737076e-05 4.8112179371422549e-06 4.8104633556332072e-06 -2.8890947278919428e-05 7.7846254637965661e-05 -1.8997378101147296e-05 2.5612953093110497e-06
leaf_weight=313 314 50 320 36 29 78 25 105 26 240 41 105 33 30 28 135 291 30 25 74 28 26 213 136 30 34 29 59 27 57
leaf_count=313 314 50 320 36 29 78 25 105 26 240 41 105 33 30 28 135 291 30 25 74 28 26 213 136 30 34 29 59 27 57
internal_value=0.000535041 0.000186667 -0.000132171 2.90418e-05 0.000116832 -0.000206651 -0.00174744 -0.000442211 -0.00368696 0.000118669 0.000304112 0.000184168 -0.00280645 -0.0010625 -0.000332075 -0.000496697 -8.28024e-05 -0.000951807 0.000859935 -0.002 0.000317073 0.00163585 0.00106034 0.00133824 -0.000441176 -0.00216 0.00253303 0.000808989 0.00304985 0.002
internal_weight=2967 2539 2168 2055 2019 1673 292 188 104 1381 1278 1237 113 63 784 756 617 321 296 103 163 346 453 271 135 139 428 88 340 371
internal_count=2967 2539 2168 2055 2019 1673 292 188 104 1381 1278 1237 113 63 784 756 617 321 296 103 163 346 453 271 135 139 428 88 340 371
cat_boundaries=0 17 46 63 65 66 69 70 71 73 74
cat_threshold=268435458 16 1310720 0 2 134217792 0 8192 2048 134226976 0 0 0 268435456 0 0 1073741840 1073741824 8 0 0 0 1 0 2147483648 0 0 0 2052 8192 512 0 0 0 0 0 0 0 0 0 8 0 16384 68 0 524288 1 0 0 0 524288 2 33554432 805306368 33554432 0 0 0 0 0 0 0 128 83895296 2 163874 16384 0 524288 134 8 16450 32 49410
is_linear=0
shrinkage=0.04


Tree=704
num_leaves=31
num_cat=12
split_feature=7 8 12 10 2 2 2 1 4 6 9 3 12 2 2 7 9 2 2 2 6 16 2 2 16 2 2 2 3 2
split_gain=1.47693 0.856422 0.661274 0.502707 1.24918 0.489145 0.61504 1.27812 0.596463 0.551344 0.485641 0.384835 0.366454 1.07928 0.352207 0.312084 0.257222 0.253527 0.418437 0.250269 0.24951 0.226656 1.06688 0.207255 0.204808 0.201796 0.199572 0.188997 0.187193 0.315071
threshold=0 1 2 3 19.500000000000004 17.500000000000004 8.5000000000000018 5.5000000000000009 9300.0000000000018 4 5 2019.5000000000002 6 49.500000000000007 5.5000000000000009 7 8 33.500000000000007 29.500000000000004 698.00000000000011 9 10 145.50000000000003 4.5000000000000009 11 5.5000000000000009 1.5000000000000002 14.500000000000002 2015.5000000000002 84.500000000000014
decision_type=9 9 9 9 10 10 10 8 10 9 9 8 9 10 10 9 9 10 8 8 9 1 10 8 1 10 10 10 8 10
left_child=14 15 5 10 -5 6 9 11 20 26 -4 -8 19 16 -1 -2 17 18 24 -12 -7 22 -15 -18 25 -14 -3 -13 -22 -30
right_child=1 2 3 4 -6 8 7 -9 -10 -11 12 27 13 21 -16 -17 23 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.7747552066007975e-06 3.9796830203665217e-07 -4.9080211832144142e-05 7.2282069104176681e-06 2.8713394948651472e-05 -0.00011179538106299923 7.6389834905583108e-06 -1.7919978009878482e-05 5.1877054308769746e-06 -2.9521649480020286e-05 -5.5817235110429183e-05 6.1287181266549951e-07 -2.237059574828617e-05 -5.7271336398927182e-05 -6.2258270964173719e-05 2.7663577525424255e-05 5.6045835726013729e-06 6.9546324967430028e-05 1.3503781796666547e-06 -5.5019214253635493e-08 -4.9943619490086724e-05 -2.9421658162313171e-05 -5.1283512670460015e-07 1.1489543924873483e-05 -6.0879976129392469e-05 4.1782089167709675e-06 6.6252404898814796e-06 1.5119980175398573e-05 -3.8620524994239216e-05 -8.2686937878212827e-08 3.0619237533884888e-05
leaf_weight=102 106 29 210 78 34 112 31 40 34 144 373 55 31 25 335 257 25 43 47 31 70 82 28 128 80 90 76 30 152 45
leaf_count=102 106 29 210 78 34 112 31 40 34 144 373 55 31 25 335 257 25 43 47 31 70 82 28 128 80 90 76 30 152 45
internal_value=0.000359781 -2.24268e-05 -0.000331771 0.000227964 -0.00221138 -0.00121592 -0.00221675 -0.00417834 -0.000260869 -0.000976 0.000475083 -0.0062906 9.25555e-05 -0.000549152 0.00247321 0.00174332 0.000395506 0.00107285 0.000610442 0.00100241 0.0002 -0.00367647 -0.0057037 -0.000902439 0.00140594 0.000360656 0.0012069 -0.00767442 -0.00047482 0.000141414
internal_weight=2923 2486 2123 1305 112 818 405 156 413 249 1193 116 983 579 437 363 444 291 248 404 379 135 53 153 201 121 105 85 267 197
internal_count=2923 2486 2123 1305 112 818 405 156 413 249 1193 116 983 579 437 363 444 291 248 404 379 135 53 153 201 121 105 85 267 197
cat_boundaries=0 17 44 45 46 47 49 50 60 62 63 64 65
cat_threshold=2 1 1611923456 2048 34 0 0 8192 2048 134225920 0 0 0 268435456 0 0 1073741968 16 8 0 0 0 1 0 2147483648 0 0 0 0 10240 512 0 0 0 0 0 8192 128 0 0 0 0 16384 64 2402 288 450 0 4116 84042752 0 128 0 0 0 0 0 131072 33619968 16 1 2048 322 2 2
is_linear=0
shrinkage=0.04


Tree=705
num_leaves=31
num_cat=10
split_feature=7 0 2 17 2 9 6 0 2 12 6 12 2 2 4 12 2 12 2 0 4 2 0 12 1 2 2 0 5 2
split_gain=1.30887 0.596511 0.623428 0.524981 0.702859 0.459553 0.469262 0.454496 0.438968 0.393322 0.41089 0.539982 0.569223 0.433464 0.401597 0.286897 0.421449 0.28472 0.622168 0.267311 0.250933 0.262337 0.232723 0.322106 0.365309 0.382787 0.230393 0.287326 0.21549 0.26053
threshold=0 40.675000000000004 898.00000000000011 1 68.500000000000014 2 3 44.07500000000001 105.50000000000001 4 5 6 11.500000000000002 28.500000000000004 390.00000000000006 7 35.500000000000007 8 5.5000000000000009 52.740000000000002 2050.0000000000005 6.5000000000000009 9.5000000000000018 9 5.5000000000000009 9.5000000000000018 29.500000000000004 33.175000000000004 1.5000000000000002 7.5000000000000009
decision_type=9 8 10 9 8 9 9 10 10 9 9 9 10 10 10 9 8 9 8 10 10 10 10 9 8 8 8 10 10 10
left_child=17 2 5 7 19 9 15 -3 -6 -2 11 12 -11 -14 22 -7 28 18 -1 20 21 -5 -12 26 25 -25 -24 -28 29 -17
right_child=1 3 -4 4 8 6 -8 -9 -10 10 14 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-1.8872069154385463e-05 1.0606723183417746e-06 -0.00022168745734250009 -2.7068445299751871e-05 -3.8675673885933043e-05 -0.00012266854546612161 6.2321516289754352e-06 5.966572729049594e-06 2.3893394586408235e-05 -0.00074316127614288189 1.2344643911227406e-05 -1.0485753020716926e-06 0.0001015103986338574 -2.3818068679415218e-05 -4.8532111814359748e-06 -4.9757262986430367e-05 4.4024471748792574e-05 5.0889144584721855e-06 4.7849481240670336e-06 1.6391014943527386e-06 -9.8133013229654846e-06 -3.3824264766398835e-05 1.9546207578968763e-05 4.808490821828545e-06 -8.3375609844015341e-05 2.1360743198780863e-06 -3.3719369491064409e-07 -6.6833740892916892e-08 2.5904623369350423e-05 1.3277066540528625e-06 -1.6630262196790526e-05
leaf_weight=28 304 26 43 31 32 113 296 79 25 53 56 212 37 29 35 46 84 377 221 27 25 63 84 48 114 225 60 32 43 107
leaf_count=28 304 26 43 31 32 113 296 79 25 53 56 212 37 29 35 46 84 377 221 27 25 63 84 48 114 225 60 32 43 107
internal_value=0.000629229 0.000186325 0.000437191 -0.00144984 -0.00256075 0.000541688 0.00136571 0.000862069 -0.00641379 8.92309e-05 -0.000301205 0.000830409 -0.00126154 -0.0038209 -0.000878195 0.000425743 -0.000274914 0.00223548 0.00106154 -0.00119728 -0.000366667 0.000589474 -0.000651613 -0.000404255 -0.00103518 -0.00185401 0.000983957 -0.000344086 -0.00129949 -0.002
internal_weight=2955 2329 2021 308 203 1978 689 105 57 1289 985 331 119 66 654 393 280 626 249 146 119 94 619 563 387 273 176 92 196 153
internal_count=2955 2329 2021 308 203 1978 689 105 57 1289 985 331 119 66 654 393 280 626 249 146 119 94 619 563 387 273 176 92 196 153
cat_boundaries=0 18 19 21 22 23 24 25 26 28 29
cat_threshold=268566529 17 1318912 0 34 134225920 0 268443648 67584 8192 32 256 0 268435456 0 0 144 768 50 0 10288 450 17981440 210 65888 42048 16991296 32 65824
is_linear=0
shrinkage=0.04


Tree=706
num_leaves=31
num_cat=10
split_feature=8 12 0 9 12 12 17 11 0 2 2 2 2 2 2 2 2 15 12 2 2 0 2 0 12 2 2 2 2 2
split_gain=0.921248 0.647392 0.50332 0.346989 0.372711 0.288133 0.458349 0.428398 0.790105 1.02304 0.392807 0.47675 0.337564 0.342099 0.458552 0.461289 0.334105 0.308435 0.448838 0.28287 0.258759 0.567402 0.245462 0.232707 0.231829 0.242704 0.220747 0.366581 0.829448 0.203652
threshold=0 1 54.500000000000007 2 3 4 5 6 37.750000000000007 21.500000000000004 27.500000000000004 7.5000000000000009 71.500000000000014 224.50000000000003 111.00000000000001 81.500000000000014 414.00000000000006 7 8 6.5000000000000009 8.5000000000000018 38.57500000000001 42.500000000000007 23.500000000000004 9 7.5000000000000009 59.500000000000007 28.500000000000004 37.500000000000007 30.500000000000004
decision_type=9 9 10 9 9 9 9 9 10 10 10 10 10 10 10 10 10 9 9 8 8 10 10 10 9 8 8 10 10 10
left_child=24 -2 3 4 19 7 29 10 -9 -10 11 -5 17 14 15 -14 -15 26 -19 -3 21 -20 -21 -22 25 -1 27 -8 -29 -7
right_child=1 2 -4 5 -6 6 12 8 9 -11 -12 -13 13 16 -16 -17 -18 18 20 22 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.4385268529312585e-05 2.9607475366827771e-06 -6.9847432331743333e-05 -1.7744713628924412e-05 6.8850140006396416e-05 4.2629748122134635e-06 1.478382556231853e-06 1.6160165651996574e-06 -7.1558509384505436e-08 -2.2451594749788931e-05 -7.0025933860235867e-05 2.9709016691633874e-06 -1.5778950288936788e-05 -1.6827174897690445e-06 2.0827709567276066e-05 -2.8966389109854706e-05 1.1923887759352945e-06 -1.8741234359812158e-05 -1.2434375881655272e-05 -4.3640654698893564e-05 1.4418198148584988e-05 3.8409792056955868e-06 1.2774977005346146e-05 -6.9696376774975807e-05 7.7868949208013382e-06 3.620203560580383e-06 1.3290189701599381e-06 7.9058122557106376e-07 -4.9880230022433828e-06 6.6585139336439169e-07 1.3071409655995079e-05
leaf_weight=36 166 39 31 32 224 87 357 149 57 36 58 47 25 30 54 65 52 142 27 128 58 52 39 151 381 186 36 40 73 88
leaf_count=36 166 39 31 32 224 87 357 149 57 36 58 47 25 30 54 65 52 142 27 128 58 52 39 151 381 186 36 40 73 88
internal_value=0.000659654 0.000293968 0.000104205 0.000178854 0.00117914 -7.87491e-05 0.000198813 -0.0010359 -0.00202372 -0.00497872 0.00072973 -0.00105 -9.54815e-05 -0.00148018 -0.00264828 -0.000879121 0.000578313 0.000239061 -0.000544218 -7.37326e-05 0.000374582 -0.00155 0.000642857 0.00112381 0.00203909 0.000892704 0.000897486 0.000679406 -0.00129825 0.00204301
internal_weight=2946 2343 2177 2146 430 1716 1337 379 242 93 137 79 1162 226 144 90 82 936 430 206 288 79 167 209 603 222 506 470 113 175
internal_count=2946 2343 2177 2146 430 1716 1337 379 242 93 137 79 1162 226 144 90 82 936 430 206 288 79 167 209 603 222 506 470 113 175
cat_boundaries=0 29 30 32 33 34 35 37 38 39 41
cat_threshold=1073741824 4 0 0 2147549184 0 262144 2147483648 1 0 0 131076 2048 1048576 0 0 0 0 0 8192 256 0 0 0 0 16384 64 0 524288 1049600 1073872897 16432 83918850 67111232 34 16388 2147483648 75497472 16826400 1105952 34
is_linear=0
shrinkage=0.04


Tree=707
num_leaves=31
num_cat=9
split_feature=12 9 0 12 3 10 4 4 2 1 0 3 2 2 6 3 2 0 2 2 6 3 12 9 4 1 12 0 0 0
split_gain=0.272374 0.497282 0.388316 0.376932 0.759056 0.352163 0.672641 0.555313 0.499072 0.441628 0.355188 0.338771 0.28293 0.262127 0.258299 0.231273 0.359122 0.212227 0.168709 0.167264 0.167025 0.297004 0.280575 0.214363 0.298293 0.248282 0.278983 0.31565 0.954358 0.263403
threshold=0 1 54.500000000000007 2 1988.5000000000002 3 3023950000.0000005 267495000.00000003 74.500000000000014 5.5000000000000009 8.5000000000000018 2011.5000000000002 51.500000000000007 27.500000000000004 4 2010.5000000000002 29.500000000000004 16.750000000000004 45.500000000000007 492.00000000000006 5 2019.5000000000002 6 7 4600.0000000000009 2.5000000000000004 8 38.57500000000001 32.500000000000007 40.250000000000007
decision_type=9 9 10 9 10 9 10 10 8 8 10 8 8 8 9 8 10 10 10 10 9 10 9 9 8 10 9 10 10 10
left_child=12 11 3 4 -3 7 9 10 -9 13 -5 -2 14 -7 17 16 -12 -1 -18 -20 22 23 -17 25 -25 -22 27 28 -27 -28
right_child=1 2 -4 5 -6 6 -8 8 -10 -11 15 -13 -14 -15 -16 20 18 -19 19 -21 21 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=6.1667456483841334e-07 -1.8751335556941344e-05 -1.0418084862213396e-07 -1.6565042062722762e-05 -2.2881176202158431e-05 -4.3722924523058417e-05 -4.6795611598186614e-05 1.1518842822226815e-05 0.00013487717926929634 -7.4201203668344413e-05 2.4187928345157319e-05 3.8938294848935373e-05 3.8177499260455017e-06 1.8945161557887567e-06 -0.00011916233199840778 4.3610701127052867e-06 1.635838123032134e-05 -0.00011139971924170054 -4.2410389417450836e-07 4.8745186061292518e-06 -2.0329123691093058e-05 0.0001689484297097417 1.502462345582079e-05 7.896061276598299e-07 0.0001000168367981116 -4.1644894687674908e-05 -7.3996099821087929e-08 1.3376650141317905e-06 8.7557411159428661e-07 -7.2877127910928825e-05 -8.7049970574156275e-06
leaf_weight=78 54 138 35 25 27 57 32 45 41 48 115 360 137 37 148 113 25 57 87 30 53 57 128 30 146 237 310 250 25 42
leaf_count=78 54 138 35 25 27 57 32 45 41 48 115 360 137 37 148 113 25 57 87 30 53 57 128 30 146 237 310 250 25 42
internal_value=0.000642857 0.000480063 0.000229478 0.000301096 -0.00147727 0.000458848 -0.00121081 0.000630509 -0.00248276 -0.00246154 0.000795699 0.00173176 0.00157773 -0.00404211 0.000887324 0.000868405 0.00196899 -0.000410959 0.000615385 0.00125424 0.000663793 0.00044789 0.00160317 0.000303474 -0.000941176 0.000547414 0.000388439 -0.000214149 -0.00118631 0.00123416
internal_weight=2967 2547 2133 2098 165 1933 174 1759 86 142 1673 414 420 94 283 1648 257 135 142 117 1391 1150 241 1093 176 917 864 512 262 352
internal_count=2967 2547 2133 2098 165 1933 174 1759 86 142 1673 414 420 94 283 1648 257 135 142 117 1391 1150 241 1093 176 917 864 512 262 352
cat_boundaries=0 1 3 5 6 7 8 10 12 14
cat_threshold=16925696 1073873281 16400 256 2 288 8 6 2114 32 0 14336 1116162 32
is_linear=0
shrinkage=0.04


Tree=708
num_leaves=31
num_cat=10
split_feature=8 7 8 12 13 2 2 3 3 2 2 12 2 12 11 3 6 2 2 2 2 2 2 3 12 2 2 4 2 2
split_gain=0.919971 0.805563 0.604919 0.348688 0.462048 0.581257 0.392672 0.372876 0.352308 0.349597 0.293685 0.276594 0.305324 0.2559 0.250288 0.466371 0.312394 0.325911 0.318297 0.221302 0.221294 0.392968 0.209975 0.20944 0.238477 0.448613 0.405578 0.374392 0.195148 0.390196
threshold=0 1 2 3 4 5.5000000000000009 111.00000000000001 1998.5000000000002 2005.5000000000002 17.500000000000004 4.5000000000000009 5 19.500000000000004 6 7 2008.5000000000002 8 80.500000000000014 29.500000000000004 29.500000000000004 79.500000000000014 11.500000000000002 3.5000000000000004 2011.5000000000002 9 94.500000000000014 60.500000000000007 625.00000000000011 12.500000000000002 27.500000000000004
decision_type=9 9 9 9 9 8 8 10 10 10 8 9 10 9 9 10 9 10 10 8 10 10 10 10 9 10 10 8 8 8
left_child=-1 13 20 4 6 22 7 9 11 -4 -5 12 -7 -2 23 16 19 18 -18 -16 21 -3 -6 24 27 26 -26 -12 -13 -30
right_child=1 2 3 10 5 8 -8 -9 -10 -11 14 28 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=5.5594725584759974e-06 1.2880791230939853e-06 -1.4962002497280088e-05 -8.2012061003903209e-05 1.0360948707318644e-05 -1.0086778868073037e-05 5.1856002301202238e-05 -2.3469062689391152e-05 -1.3853271642702748e-05 0.00052389966113108627 9.8505556312971585e-07 -5.217423545217801e-05 -1.1978097464499907e-06 -6.3046588489801497e-08 1.0310313165629835e-06 4.2150616529549813e-05 -5.2010564801053818e-05 -1.5655488853510764e-06 -4.8956024654554545e-05 1.6846687021307839e-05 1.0299102884210217e-06 -2.8286815615783682e-05 1.7775290554703993e-06 -0.00035987255030077512 3.7395191409546277e-05 -8.324728197384645e-08 4.2036828984199815e-06 -9.7445104210750035e-07 1.9789947403471378e-06 6.9663700519185113e-06 -7.5222592954560246e-08
leaf_weight=332 229 29 61 183 38 56 25 40 50 56 27 31 57 259 59 30 208 38 39 106 27 45 28 87 244 35 36 371 29 97
leaf_count=332 229 29 61 183 38 56 25 40 50 56 27 31 57 259 59 30 208 38 39 106 27 45 28 87 244 35 36 371 29 97
internal_value=0.00063935 0.000380084 4.10641e-05 0.000197845 -0.000635578 0.000161209 -0.00223834 -0.00159494 0.000872274 -0.000440678 0.000523745 0.000295203 0.00170968 0.00182766 0.000312256 -0.000407332 -8.86916e-05 -0.000878378 -0.000370968 0.00125 -0.00282143 -0.00192 -0.00322388 0.000739828 0.000521009 -0.000306748 -0.000854092 0.00115403 -0.000785714 -0.000125984
internal_weight=2952 2620 2132 2031 568 386 182 157 320 117 1463 270 113 488 1280 480 450 285 247 165 101 74 66 800 713 315 280 398 157 126
internal_count=2952 2620 2132 2031 568 386 182 157 320 117 1463 270 113 488 1280 480 450 285 247 165 101 74 66 800 713 315 280 398 157 126
cat_boundaries=0 27 45 65 67 68 70 72 74 75 76
cat_threshold=1073741840 2054 0 0 2147557376 1 0 2147483648 1 0 0 256 8192 0 0 0 0 0 0 0 0 524288 0 0 0 16384 4 1 1 67108864 4 0 0 0 8192 33619968 134225920 0 0 128 268435456 0 0 4112 384 0 0 0 0 0 0 0 0 0 32768 0 2048 64 0 0 0 0 0 33558528 2048 16944160 2 4 33792 2 67362848 2 16420 2147483648 384 68165698
is_linear=0
shrinkage=0.04


Tree=709
num_leaves=31
num_cat=12
split_feature=7 8 2 2 2 12 3 6 2 12 2 2 8 16 4 2 13 8 2 2 1 2 7 12 3 12 1 3 2 2
split_gain=1.72645 0.643232 0.881073 1.56627 1.03372 0.845569 0.594988 0.499323 0.508898 0.332729 0.369053 0.935302 0.306771 0.3161 0.333413 0.280453 0.265107 0.282817 0.339724 0.500348 0.582402 0.237727 0.235435 0.276067 0.313059 0.220157 0.300872 0.185466 0.190018 0.281883
threshold=0 1 60.500000000000007 81.500000000000014 71.500000000000014 2 2008.5000000000002 3 2.5000000000000004 4 28.500000000000004 42.500000000000007 5 6 15.000000000000002 111.00000000000001 7 8 33.500000000000007 21.500000000000004 5.5000000000000009 365.00000000000006 9 10 2003.5000000000002 11 5.5000000000000009 1976.5000000000002 39.500000000000007 13.500000000000002
decision_type=9 9 10 10 10 9 8 9 10 9 8 10 9 1 10 10 9 9 10 8 8 10 9 9 10 9 10 10 10 8
left_child=12 9 5 4 -4 -3 -5 8 -7 10 -2 -12 13 14 -1 -8 -9 -18 19 25 -21 -17 23 24 -14 -19 -27 28 29 -11
right_child=1 2 3 6 -6 7 15 16 -10 27 11 -13 22 -15 -16 21 17 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.2231194387388427e-05 1.1950763313682664e-06 1.4383529996999541e-06 -2.4247631020974171e-07 -2.2732464981261352e-05 -1.8319304379604338e-05 1.6836639032331563e-05 3.1975718680483593e-06 5.0173832246385821e-06 -6.8605891167209673e-05 4.4479638418881319e-06 -3.6124156020626779e-05 1.9939182561860845e-06 3.4979880749442836e-07 -1.5643541091036964e-06 -1.9241754790056612e-05 -4.8184439714188087e-05 3.3515071507455826e-07 -8.0833394497879825e-06 1.206720073082741e-05 -1.3787740867717783e-05 -0.00018393446973003451 5.7575912066594792e-05 3.4067093526807875e-06 5.3223983380012246e-06 -1.4447479682840304e-05 -1.8593953215372389e-07 0.001411339872909036 4.2879469199566988e-06 2.2138291599548076e-06 -7.7237479531875867e-07
leaf_weight=54 106 412 46 34 37 65 73 110 195 81 25 51 85 26 25 62 226 113 69 72 37 35 307 145 25 165 31 65 88 93
leaf_count=54 106 412 46 34 37 65 73 110 195 81 25 51 85 26 25 62 226 113 69 72 37 35 307 145 25 165 31 65 88 93
internal_value=0.000510984 -1.56384e-05 -0.000374791 -0.00240278 -0.007 1.33691e-05 -0.000507317 -0.00057404 -0.00206642 0.00122308 -0.000165803 -0.00228571 0.00228319 0.000172414 0.00145 0.000467836 -8.15346e-05 -0.000370166 -0.00090763 -0.00135561 -0.00367273 -0.000938775 0.00266667 0.00157895 1.35465e-10 -0.000529032 0.000309179 0.00197633 0.00155133 0.000777143
internal_weight=2958 2291 1782 287 83 1495 204 1083 260 509 182 76 667 105 79 170 823 713 487 418 109 97 562 255 110 309 196 327 262 174
internal_count=2958 2291 1782 287 83 1495 204 1083 260 509 182 76 667 105 79 170 823 713 487 418 109 97 562 255 110 309 196 327 262 174
cat_boundaries=0 17 44 46 47 49 79 80 81 104 113 115 116
cat_threshold=268435457 145 1678770176 2105344 0 0 0 8192 67584 134225920 0 2097408 0 268435456 0 32 1073741840 0 2060 0 0 2147483648 0 262144 2147483648 0 0 0 4 0 1048576 0 0 0 0 0 8192 384 0 4194304 0 0 16384 68 1246464 2 84 290 2 0 2048 0 0 0 0 0 0 0 0 0 2048 0 512 0 0 0 0 33554432 0 128 0 4194304 0 0 0 0 0 0 4096 2 8 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 1 129 603979776 2097152 0 0 0 0 2048 9218 32 16826400
is_linear=0
shrinkage=0.04


Tree=710
num_leaves=31
num_cat=11
split_feature=7 12 11 6 2 7 2 10 2 7 3 3 1 1 3 2 2 0 2 2 6 13 12 0 2 2 12 1 2 0
split_gain=1.48745 1.16479 0.605199 0.525283 0.813007 0.441583 0.430388 0.391881 0.352583 0.315106 0.360194 0.546953 0.290494 0.263278 0.255556 0.251327 0.230326 0.218685 0.3996 0.207795 0.205327 0.200273 0.371195 0.506928 0.32886 0.637882 0.253866 0.198818 0.163682 0.210673
threshold=0 1 2 3 28.500000000000004 4 4.5000000000000009 5 8.5000000000000018 6 2005.5000000000002 1992.5000000000002 4.5000000000000009 5.5000000000000009 2000.5000000000002 10.500000000000002 15.500000000000002 43.675000000000004 19.500000000000004 10.500000000000002 7 8 9 27.250000000000004 80.500000000000014 60.500000000000007 10 4.5000000000000009 58.500000000000007 29.500000000000004
decision_type=9 9 9 9 8 9 10 9 8 9 10 10 10 8 10 10 8 10 8 10 9 9 9 10 10 10 9 10 8 10
left_child=-1 8 3 6 -5 12 -3 17 -2 -10 11 16 -4 -6 -8 -14 -11 19 -19 -7 -21 22 -22 -24 25 26 -23 -28 -18 -30
right_child=1 2 5 4 13 7 14 -9 9 10 -12 -13 15 -15 -16 -17 28 18 -20 20 21 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=4.9117765657257689e-06 6.3045294250456778e-06 -0.00017158206179695713 0.00019045084128716379 -5.6193395595644542e-05 1.9870771525544737e-05 3.4172220483425304e-06 -2.4738107094757491e-07 9.7155124138106831e-05 1.1489458353878751e-06 -2.7054532479861779e-07 1.4497377050462554e-05 -0.0001308313032091121 -4.7245910110937743e-05 -3.0176654270788772e-05 8.5810568622878391e-05 -1.77355389303056e-05 9.3082039686465973e-07 -3.7384330981561081e-05 7.9010113419387425e-05 1.6452382655333856e-05 7.1112897255226381e-07 -5.6044985507050371e-07 9.3476027735512578e-08 -1.3363362164855901e-05 3.2383814788466871e-06 -1.0892796793645574e-06 -1.4314059553677576e-05 1.2502518442686301e-06 -5.220059092936644e-07 3.1658848469415935e-06
leaf_weight=324 177 33 36 36 29 308 103 140 199 87 72 39 35 35 30 37 186 63 55 106 112 114 42 58 96 33 27 148 47 116
leaf_count=324 177 33 36 36 29 308 103 140 199 87 72 39 35 35 30 37 186 63 55 106 112 114 42 58 96 33 27 148 47 116
internal_value=0.000879617 0.000550192 -8.06163e-05 -0.00179061 -0.00396396 0.000253343 -0.000316384 0.000463062 0.00168308 0.00131727 0.000767025 0.000378151 -0.00208403 -0.0016 0.000686567 -0.00372603 0.000787185 0.000211424 -0.00141176 0.000398086 3.25646e-05 -0.00024961 -0.00121973 -0.00288288 0.000261072 -0.000346749 0.000262069 0.0011828 0.00124571 0.000317073
internal_weight=2923 2599 1676 266 100 1410 166 1302 923 746 547 475 108 64 133 72 436 1162 118 1044 736 630 212 100 418 322 289 175 349 163
internal_count=2923 2599 1676 266 100 1410 166 1302 923 746 547 475 108 64 133 72 436 1162 118 1044 736 630 212 100 418 322 289 175 349 163
cat_boundaries=0 18 20 23 24 41 42 59 60 61 62 63
cat_threshold=268566531 268435473 1074790400 2097152 0 0 0 8192 0 134225920 0 2097152 16 268435456 0 0 1073741824 256 85155840 2 67141632 1568 524288 452 0 0 536870912 0 0 0 0 536870912 0 32 0 128 0 0 0 0 4096 256 0 0 0 0 0 134217728 0 131072 2048 32 0 0 0 0 0 0 4112 18 4 2338 2306
is_linear=0
shrinkage=0.04


Tree=711
num_leaves=31
num_cat=8
split_feature=8 11 3 8 1 3 2 12 2 4 1 4 4 0 9 6 2 2 1 3 3 12 3 2 5 15 2 2 2 2
split_gain=0.770281 0.741585 0.714391 0.475198 0.438861 0.648021 0.612318 0.421707 0.283269 0.366109 0.646059 0.43304 0.504787 0.400259 0.462132 0.586526 0.875653 0.270862 0.265136 0.255549 0.253977 0.249755 0.238229 0.293974 0.312337 0.241506 0.223453 0.216972 0.47602 0.192096
threshold=0 1 2019.5000000000002 2 5.5000000000000009 1995.5000000000002 38.500000000000007 3 365.00000000000006 293.00000000000006 4.5000000000000009 9300.0000000000018 1950.0000000000002 35.250000000000007 4 5 23.500000000000004 26.500000000000004 5.5000000000000009 1.0000000180025095e-35 2010.5000000000002 6 2019.5000000000002 62.500000000000007 1.5000000000000002 7 182.50000000000003 32.500000000000007 69.500000000000014 35.500000000000007
decision_type=9 9 8 9 8 10 8 9 10 10 10 10 10 8 9 9 8 10 8 10 8 9 8 10 8 9 10 10 10 8
left_child=4 2 -2 27 5 6 -1 22 9 13 -11 12 -12 -9 21 19 20 -18 -4 -16 -17 -15 -5 24 -24 -26 -25 -3 -29 -23
right_child=1 3 18 7 -6 -7 -8 8 -10 10 11 -13 -14 14 15 16 17 -19 -20 -21 -22 29 23 26 25 -27 -28 28 -30 -31
leaf_value=-4.0631686187822207e-07 1.2975910078393331e-05 8.1648822103933087e-06 -3.3859165304731365e-05 1.535107400454868e-05 -0.00011578391103220843 -1.9684883667673973e-05 1.7835658186686313e-06 -1.3197314929378559e-07 0.00019561881995644405 3.6515922248624086e-05 -2.9651478066357929e-05 -4.1181985196549474e-05 5.6052653531084494e-06 1.9716382351653616e-05 2.0923059199731594e-06 0.0018322437013303639 -7.6228519090160209e-05 -3.9437983899842034e-05 -0.0002943812931615845 0.0022385079325595364 -4.7331216727377855e-06 1.6536352569689601e-06 -1.4638291542670389e-05 -3.1373080124561392e-07 6.4222784563422679e-07 9.4075418729957416e-07 6.375165531385433e-06 -5.0238600519895974e-06 1.6783814192936929e-06 8.7894047456477352e-06
leaf_weight=88 29 179 46 107 26 48 61 408 52 51 59 48 33 151 90 25 25 49 26 53 105 253 32 84 114 353 27 35 91 153
leaf_count=88 29 179 46 107 26 48 61 408 52 51 59 48 33 151 90 25 25 49 26 53 105 253 32 84 114 353 27 35 91 153
internal_value=0.000552722 0.000740796 -0.00246429 0.000876353 -0.00165812 -0.00107071 0.00024 0.000669295 0.000293742 0.000194149 -0.0014375 -0.00283688 -0.0012043 0.000432597 0.000901658 -0.000256983 -0.0016 -0.00512 -0.00482192 0.00163636 0.000305344 0.00159859 0.00146703 0.0011784 0.001592 0.0018547 -0.000678571 0.00234177 0.00113386 0.00101679
internal_weight=2901 2678 101 2577 223 197 149 2272 1555 1503 191 140 92 1312 904 347 204 74 72 143 130 557 717 610 499 467 111 305 126 406
internal_count=2901 2678 101 2577 223 197 149 2272 1555 1503 191 140 92 1312 904 347 204 74 72 143 130 557 717 610 499 467 111 305 126 406
cat_boundaries=0 29 32 58 60 62 63 65 66
cat_threshold=268435456 0 0 0 1073741824 0 0 0 0 32768 0 2048 0 0 0 0 0 0 33554432 2048 2147483904 0 0 0 0 0 0 0 524416 67108867 66080 2048 0 12 0 0 65536 0 524288 2147483648 1 0 0 0 0 512 0 0 0 0 0 8192 0 0 0 0 0 16384 1138944 2 1073741824 14352 130 67240992 32 2283798528
is_linear=0
shrinkage=0.04


Tree=712
num_leaves=31
num_cat=14
split_feature=8 8 4 12 4 3 1 12 12 9 0 3 9 0 8 0 12 14 6 12 3 6 3 0 0 3 12 5 1 3
split_gain=0.99697 0.637853 0.982031 0.589441 0.356661 0.344761 0.378932 0.306711 0.294003 0.423278 0.704682 0.379891 0.267342 0.606763 0.367976 0.308855 0.399941 0.474126 0.454314 0.424449 0.335837 0.290964 0.250997 0.242202 0.187012 0.163346 0.153651 0.148848 0.140962 0.138182
threshold=0 1 353375000.00000006 2 180.50000000000003 2018.5000000000002 5.5000000000000009 3 4 5 40.250000000000007 2019.5000000000002 6 40.675000000000004 7 43.675000000000004 8 9 10 11 1994.5000000000002 12 2003.5000000000002 32.500000000000007 22.250000000000004 2005.5000000000002 13 1.5000000000000002 4.5000000000000009 2018.5000000000002
decision_type=9 9 8 9 8 8 10 9 9 9 10 8 9 10 9 10 9 9 9 9 10 9 8 10 10 8 9 10 10 8
left_child=24 2 -2 28 -3 -5 7 -7 9 10 11 -6 13 21 -14 16 -16 18 -18 25 -21 27 -23 -13 -1 -20 -19 -10 -4 -27
right_child=1 4 3 5 8 6 -8 -9 12 -11 -12 23 14 -15 15 -17 17 26 19 20 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-1.9414501813606545e-05 -4.9140756643690818e-05 2.1983964652144622e-05 6.3779563059970136e-05 -1.4939280398654808e-05 4.0189317272098443e-05 -6.6117251802366267e-07 -1.7617583293423928e-05 1.3918282751771319e-06 2.2882640182251369e-07 2.7220111283290906e-06 -6.7037210568122172e-05 9.861032901587882e-08 1.3461310111857154e-06 -4.1515858357447469e-05 -5.3105166721950214e-06 1.2101839000942614e-05 3.7060264745940114e-06 3.3516548219242874e-06 6.8153264035706884e-06 5.7444664207650929e-08 -7.0748192162084402e-05 -8.5567806729561818e-06 1.2637358634473696e-05 -3.1846387367664639e-06 7.6089665360482657e-06 -6.1099091124940512e-05 1.1352905924361738e-06 2.2198944807748793e-06 7.1520860875279121e-06 -6.8520617986261368e-07
leaf_weight=25 29 68 34 28 52 110 35 117 143 147 43 91 101 56 135 135 159 117 25 174 32 25 218 93 333 25 117 38 90 186
leaf_count=25 29 68 34 28 52 110 35 117 143 147 43 91 101 56 135 135 159 117 25 174 32 25 218 93 333 25 117 38 90 186
internal_value=0.00052448 0.000247532 -0.00111894 -0.000636144 0.000529439 -0.00159468 -0.00118631 -0.000578947 0.000439186 -0.000494279 -0.0013931 -0.00057384 0.000674131 0.0014664 0.000348398 0.000125448 -0.000123584 0.000212766 -0.000385621 -0.00104194 0.000294931 0.00201412 0.00288189 -0.00142703 0.00247154 -0.00217004 0.00169796 0.000645833 0.0016 -0.00262264
internal_weight=2981 2623 443 414 2180 290 262 227 2112 426 279 236 1686 480 1206 1105 970 835 601 442 206 424 243 184 358 236 234 181 124 211
internal_count=2981 2623 443 414 2180 290 262 227 2112 426 279 236 1686 480 1206 1105 970 835 601 442 206 424 243 184 358 236 234 181 124 211
cat_boundaries=0 30 59 60 62 63 65 67 88 90 91 92 94 95 97
cat_threshold=0 4 0 0 2147557376 0 0 2147483648 1 0 0 4 0 1048576 0 0 0 0 4096 8192 0 524288 0 0 0 16384 0 0 0 12288 268435472 0 0 134217728 0 0 0 0 0 0 0 2048 8256 0 0 4096 0 0 33554432 2048 128 0 4194304 8 0 32768 0 0 524288 17866816 67112192 32 40992 0 6304 1073742080 20612 0 0 0 0 0 1 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 256 131136 2 8193 448 83888130 32 322 1115392 32
is_linear=0
shrinkage=0.04


Tree=713
num_leaves=31
num_cat=11
split_feature=8 7 12 12 3 9 2 7 12 0 0 12 2 2 12 5 2 2 2 2 11 12 2 2 2 2 3 2 3 2
split_gain=1.11511 0.910581 0.762969 0.551402 0.537153 0.415462 0.462932 0.424917 0.411937 0.681125 0.465945 0.401494 0.514157 0.327102 0.289773 0.283449 0.273754 0.259982 0.361585 0.25499 0.238435 0.397107 0.366179 0.276946 0.234436 0.316207 0.318532 0.22417 0.320911 0.204379
threshold=0 1 2 3 2020.5000000000002 4 14.500000000000002 5 6 29.500000000000004 40.250000000000007 7 70.500000000000014 7.5000000000000009 8 1.5000000000000002 8.5000000000000018 5.5000000000000009 19.500000000000004 45.500000000000007 9 10 46.500000000000007 15.500000000000002 77.500000000000014 25.500000000000004 1983.0000000000002 10.500000000000002 2011.5000000000002 29.500000000000004
decision_type=9 9 9 9 8 9 10 9 9 10 10 9 8 8 9 8 8 8 10 10 9 9 10 8 10 8 10 8 8 10
left_child=2 -2 16 13 8 6 -6 11 10 -10 29 12 -7 -3 17 -4 -1 -9 -19 -16 22 -22 23 -15 25 26 -17 -23 -29 -5
right_child=1 3 15 4 5 7 -8 14 9 -11 -12 -13 -14 20 19 24 -18 18 -20 -21 21 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.9764928631757998e-06 7.0696877554483125e-06 6.71444854128852e-06 2.1876849286676107e-05 6.0561921140471976e-05 -1.1710909358811378e-07 -1.5785817435116519e-06 -0.0002338092405925532 -2.8917782384584776e-05 -1.8377223918623132e-05 -1.5012212163393062e-05 -6.6243857245368401e-06 3.6239190522970049e-07 1.3470864080239785e-06 -5.3980191392639502e-07 1.4608066540388609e-06 -4.8724050517228968e-06 -1.9519790349619336e-05 1.060490269986896e-05 -2.4573435811642111e-06 3.8937273224650155e-06 5.7233469632867546e-06 -4.1627751034767037e-05 -3.0658668584889101e-07 3.3420453685368661e-07 -5.994548806039095e-06 3.5914387729718024e-05 4.8909050789411176e-07 -7.9192910804339498e-06 2.6853919868910161e-06 -5.2672735400341978e-06
leaf_weight=25 461 109 25 107 69 69 32 31 28 94 26 117 32 26 551 67 83 59 54 160 115 31 79 86 52 44 28 31 145 91
leaf_count=25 461 109 25 107 69 69 32 31 28 94 26 117 32 26 551 67 83 59 54 160 115 31 79 86 52 44 28 31 145 91
internal_value=0.000678962 0.000953328 -0.00150448 0.000598235 0.000182887 0.000592341 -0.00175 0.000822878 -0.00119885 -0.00294737 -0.000102128 -0.000733624 -0.00246429 0.00159242 0.00122402 -7.04844e-05 -0.00410084 -0.000412903 0.00045614 0.00155679 0.00119066 0.00182583 1.98021e-05 0.00148673 -0.000604167 0.000257143 -0.00104167 0.000678899 0.00126554 0.000562814
internal_weight=2927 2603 324 2142 1520 1174 101 1073 346 122 224 218 101 622 855 216 108 144 113 711 513 322 191 112 191 139 95 207 176 198
internal_count=2927 2603 324 2142 1520 1174 101 1073 346 122 224 218 101 622 855 216 108 144 113 711 513 322 191 112 191 139 95 207 176 198
cat_boundaries=0 29 46 47 48 50 67 68 70 71 74 75
cat_threshold=268435472 0 0 134217728 0 1 0 0 0 32768 0 2048 8192 0 0 0 0 0 33558528 2048 2147483648 0 4194304 8 0 32768 0 0 524288 3 16 537919488 2097152 34 134225922 4194304 536879104 2048 0 32768 0 16 268435456 0 0 1073741840 67119106 1264640 128 8224 0 0 0 0 0 0 0 268566528 0 0 0 128 0 0 0 0 4096 41026 16785408 32 67141632 32800 0 524288 148480
is_linear=0
shrinkage=0.04


Tree=714
num_leaves=31
num_cat=8
split_feature=8 1 7 8 3 12 3 11 2 3 12 2 9 2 2 0 0 2 2 2 3 2 2 5 12 4 0 2 2 0
split_gain=1.2453 1.17234 0.767088 0.721708 0.602858 0.534267 0.520409 0.532962 0.580094 0.475873 0.453858 0.451934 0.439668 0.69225 0.398186 0.356744 0.353162 0.473605 0.27792 0.228824 0.215018 0.191313 0.189839 0.270587 0.478584 0.237313 0.222247 0.232553 0.224002 0.344699
threshold=0 5.5000000000000009 1 2 2011.5000000000002 3 2014.5000000000002 4 49.500000000000007 1998.5000000000002 5 4.5000000000000009 6 11.500000000000002 1.5000000000000002 40.250000000000007 35.250000000000007 81.500000000000014 27.500000000000004 365.00000000000006 2005.5000000000002 15.500000000000002 15.500000000000002 2.5000000000000004 7 1.0000000180025095e-35 44.07500000000001 80.500000000000014 39.500000000000007 18.500000000000004
decision_type=9 10 9 9 8 9 10 9 8 10 9 10 9 10 10 10 10 8 10 10 10 10 10 8 9 10 10 10 10 10
left_child=1 6 10 -4 9 11 7 8 -1 -5 -2 -6 13 -7 15 -14 -9 -18 21 22 -20 -11 25 -24 -25 -16 27 28 -26 -30
right_child=2 -3 3 4 5 12 -8 16 -10 18 -12 -13 14 -15 19 -17 17 -19 20 -21 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=2.4202067246627086e-05 -3.3258247509920235e-08 -8.1335322904183528e-05 4.7586156051594381e-06 3.7064858259368855e-06 9.2363085842558376e-06 -4.2300844028904165e-08 -4.5666357630889874e-05 1.5777662920357265e-05 -2.4691897735114792e-06 -8.3289851005424883e-05 1.1548145930978967e-06 9.0692296165270677e-07 -1.0819133474124981e-06 -0.00025546569194579826 1.0482659719523303e-06 -0.00014350850604170619 -8.9509719353842823e-05 -0.00010614715977630028 -7.5193083448262294e-05 0.0044840354232682433 -6.0027062709590804e-06 3.0544446522275756e-05 -4.2439941282995462e-05 2.4890398569941625e-06 -4.5427214519778828e-07 4.1686258531550369e-05 0.0002510797259749668 4.2797403879012616e-06 -9.6149992310013287e-06 -1.9915241875439799e-06
leaf_weight=80 110 25 262 77 117 65 32 44 45 47 538 457 63 35 241 33 34 39 41 30 43 30 37 114 72 61 25 40 32 25
leaf_count=80 110 25 262 77 117 65 32 44 45 47 538 457 63 35 241 33 34 39 41 30 43 30 37 114 72 61 25 40 32 25
internal_value=0.000585838 -0.00181935 0.00086723 0.000463739 0.000153302 0.000461326 -0.00110545 -0.000460905 0.00132353 -0.00170711 0.00205159 0.00139487 -0.000167421 -0.00252252 0.000168367 -0.0022268 -0.00228125 -0.00416216 -0.00293827 0.000513274 -0.00451765 -0.00117949 0.000351852 -0.000289017 0.00010356 0.00108251 -0.00109268 -0.00167059 -0.00249231 -0.00434483
internal_weight=2894 299 2595 1947 1685 1447 274 242 125 238 648 574 873 100 773 96 117 73 161 677 84 77 647 345 308 302 194 169 129 57
internal_count=2894 299 2595 1947 1685 1447 274 242 125 238 648 574 873 100 773 96 117 73 161 677 84 77 647 345 308 302 194 169 129 57
cat_boundaries=0 30 46 73 75 78 80 82 83
cat_threshold=268435456 0 0 134217728 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 33558528 2048 2147483648 0 0 8 0 32768 0 0 524288 4096 16387 16 1074790400 2097156 2 0 0 139264 2048 32 32768 2097152 0 268435456 0 32 0 2060 0 0 2147483648 0 0 0 1 0 0 4 8192 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 64 67323136 34 4 0 524288 1280 32 0 8240 16785410
is_linear=0
shrinkage=0.04


Tree=715
num_leaves=31
num_cat=10
split_feature=8 8 3 1 9 3 14 9 2 2 4 2 2 17 2 4 4 15 3 2 2 2 2 2 6 16 2 11 3 2
split_gain=1.1024 0.502164 0.541458 0.58944 0.388689 0.394304 0.345231 0.492993 0.507063 1.30501 0.483335 0.468677 0.454563 0.444325 0.626019 0.346642 0.317789 0.235942 0.190862 0.365234 0.187488 0.425278 0.186174 0.206878 0.244122 0.157169 0.154245 0.152182 0.330261 0.2
threshold=0 1 2003.5000000000002 5.5000000000000009 2 2011.5000000000002 3 4 26.500000000000004 33.500000000000007 18214475000.000004 111.00000000000001 187.50000000000003 5 8.5000000000000018 55.000000000000007 7650.0000000000009 6 2010.5000000000002 10.500000000000002 7.5000000000000009 29.500000000000004 20.500000000000004 5.5000000000000009 7 8 14.500000000000002 9 2004.5000000000002 58.500000000000007
decision_type=9 9 10 8 9 10 9 9 10 10 8 8 10 9 10 10 10 9 10 10 10 10 8 10 9 1 10 9 8 10
left_child=16 2 3 -2 17 6 7 10 13 25 -6 27 -13 14 -9 26 18 20 -1 -20 -3 -22 23 -15 -25 -10 -16 29 -29 -11
right_child=1 4 -4 -5 5 -7 -8 8 9 11 -12 12 -14 22 15 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=3.2991432863085529e-06 5.0986621696981073e-07 4.0842636351240005e-05 -1.9305410382943006e-05 -3.1571550178833088e-05 -4.2720267721124835e-05 6.3211559981258102e-06 1.7861767588738391e-06 -0.00035079716257532416 -8.9864327716448653e-06 4.3741849642028759e-07 -4.453304310292611e-05 -1.8135979782145781e-05 -1.8662055522736171e-05 6.78803694472333e-06 -4.263840644273037e-06 7.9125130183061812e-05 -2.3677052852736756e-07 5.8575357989641123e-06 1.4576826266369226e-05 -7.351646421357725e-08 -2.9766408683779654e-05 5.777408756173845e-06 4.490411352729662e-06 -7.4548719118614694e-07 8.1092986636495637e-06 -3.9457216747742265e-07 1.5226728645154848e-05 -6.428694046998284e-06 3.5803826684831962e-06 -7.3089848889230268e-08
leaf_weight=506 164 40 30 45 32 181 496 36 34 77 83 29 52 166 33 29 26 125 27 39 53 50 62 106 150 32 26 41 138 65
leaf_count=506 164 40 30 45 32 181 496 36 34 77 83 29 52 166 33 29 26 125 27 39 53 50 62 106 150 32 26 41 138 65
internal_value=0.00063618 0.000243085 -0.001456 -0.000780952 0.000439683 0.00022991 4.02845e-05 -0.000329451 -5.15178e-05 -0.00104051 -0.00269841 -0.00017866 -0.00287805 0.00070936 -0.00136296 0.000359551 0.00215435 0.00183513 0.00238743 0.000358209 0.000597403 -0.000269231 0.00124444 0.000964539 0.000249027 -0.00620895 -0.0014 0.000509317 0.00124211 -0.000470588
internal_weight=2973 2375 239 209 2136 1868 1687 1191 1076 468 115 402 81 608 124 88 598 268 572 66 143 103 484 422 256 66 59 321 179 142
internal_count=2973 2375 239 209 2136 1868 1687 1191 1076 468 115 402 81 608 124 88 598 268 572 66 143 103 484 422 256 66 59 321 179 142
cat_boundaries=0 30 59 61 62 64 65 66 67 68 69
cat_threshold=268435456 12 0 0 2147557376 0 262144 2147483648 1 0 0 131076 0 0 0 0 0 0 0 0 256 0 4194304 0 0 0 4 0 0 12288 0 0 0 134217728 1073741824 0 0 0 0 32768 0 2048 0 0 0 0 0 0 33554432 2048 2147483776 0 0 8 0 0 0 0 524288 1073872897 16384 139264 128 8208 8 201326592 12 2 32
is_linear=0
shrinkage=0.04


Tree=716
num_leaves=31
num_cat=11
split_feature=7 8 2 2 12 8 2 9 0 3 3 2 2 11 2 6 12 2 12 5 12 3 8 0 2 2 2 2 2 2
split_gain=1.49065 0.837185 0.511592 0.565423 0.50504 0.524177 0.488039 0.479673 0.382681 0.340656 0.371026 0.315345 0.304139 0.276524 0.829214 0.285893 0.398708 0.341351 0.261815 0.240043 0.234886 0.229529 0.233821 0.433311 0.272505 0.692574 0.327752 0.229047 0.226275 0.201644
threshold=0 1 21.500000000000004 8.5000000000000018 2 3 49.500000000000007 4 37.750000000000007 2014.5000000000002 2010.5000000000002 1.5000000000000002 32.500000000000007 5 30.500000000000004 6 7 4.5000000000000009 8 10.500000000000002 9 2018.5000000000002 10 9.5000000000000018 8.5000000000000018 19.500000000000004 26.500000000000004 11.500000000000002 28.500000000000004 20.500000000000004
decision_type=9 9 10 8 9 9 10 9 8 10 10 10 10 9 8 9 9 10 9 8 9 8 9 10 10 10 10 10 10 10
left_child=18 2 3 -2 7 20 9 11 -8 10 13 -3 -9 14 -7 -15 17 -17 27 -10 -6 -13 23 -23 -24 -26 -27 -1 29 -19
right_child=1 4 -4 -5 5 6 8 12 19 -11 -12 21 -14 15 -16 16 -18 28 -20 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=9.8237466094985844e-06 -4.4441157685360744e-05 -4.3523976845466986e-05 -8.9859607956366639e-08 -4.011920279994692e-05 2.401468765261209e-07 -5.902055224137222e-05 -9.8244267335395462e-06 8.092097093941004e-06 -8.1416003053669142e-06 1.8774328537984988e-05 -4.8412938294174831e-06 1.7779032903739822e-06 -3.8837985791512682e-07 -2.3927397235335981e-05 6.665955260355108e-05 -3.6035366501397295e-05 1.8509658716143631e-05 1.4372002750087363e-06 6.4402614084937818e-06 3.3581038812779158e-06 6.4974924266048898e-07 -1.5009884553673735e-06 6.9161827411840483e-06 1.4418289274382129e-07 -4.8948960272020847e-06 6.2384694094248192e-06 -1.7865339079989234e-05 -2.6403582510058958e-07 -7.2486039136792843e-05 4.3292048758252947e-05
leaf_weight=45 28 40 53 32 244 52 57 76 37 112 43 47 36 125 56 84 313 170 348 153 332 27 27 114 45 26 70 80 40 38
leaf_count=45 28 40 53 32 244 52 57 76 37 112 43 47 36 125 56 84 313 170 348 153 332 27 27 114 45 26 70 80 40 38
internal_value=0.000474416 7.55628e-05 -0.00312903 -0.00590164 0.000242526 0.000548474 9.29513e-05 -0.000863198 -0.0015 0.000475822 0.000221258 -0.00151351 0.00136585 0.000400455 -0.00141176 0.000665813 0.0010061 2.33238e-05 0.00250413 -0.000628272 0.00154003 -0.00116527 -0.00156129 -0.000236842 -0.00250279 -0.00335211 -0.00140206 0.000735294 0.000771084 0.00130144
internal_weight=2950 2477 113 60 2364 1856 1280 508 247 1033 921 396 112 878 108 770 645 332 473 190 576 356 309 141 168 141 96 125 248 208
internal_count=2950 2477 113 60 2364 1856 1280 508 247 1033 921 396 112 878 108 770 645 332 473 190 576 356 309 141 168 141 96 125 248 208
cat_boundaries=0 17 47 48 74 76 79 80 81 83 85 108
cat_threshold=268566529 16 68165632 2097152 2 134217728 0 8192 2048 134217728 40960 0 0 268435456 67108864 0 1073741840 1073741824 0 0 134217728 0 0 0 0 0 32768 0 2048 0 0 0 0 0 0 33554432 2048 0 0 0 8 0 0 0 0 0 4096 24864 0 2060 0 0 0 1 0 2147483648 0 0 0 131072 2048 0 0 0 0 0 0 0 384 0 16777216 0 0 16384 0 2084 16416 0 524288 72 34818 212992 34 16908290 34 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 20971520
is_linear=0
shrinkage=0.04


Tree=717
num_leaves=31
num_cat=9
split_feature=8 8 0 2 9 12 4 5 2 8 2 2 0 0 2 17 0 5 8 2 5 0 2 4 12 0 2 3 12 4
split_gain=0.943462 0.50052 0.404624 0.360787 0.333167 0.450785 0.390543 0.321016 0.398289 0.298905 0.486787 0.697834 0.377831 0.355008 0.230792 0.220605 0.587835 0.277509 0.189009 0.59751 0.188986 0.173434 0.168309 0.295792 0.246282 0.487746 0.318678 0.164843 0.164812 0.311989
threshold=0 1 44.07500000000001 5.5000000000000009 2 3 141.00000000000003 2.5000000000000004 7.5000000000000009 4 41.500000000000007 16.500000000000004 39.07500000000001 39.07500000000001 69.500000000000014 5 38.57500000000001 3.5000000000000004 6 19.500000000000004 2.5000000000000004 38.57500000000001 6.5000000000000009 642496500.00000012 7 37.750000000000007 3.5000000000000004 1998.5000000000002 8 3425710000.0000005
decision_type=9 9 10 10 9 9 10 8 10 9 10 8 10 10 10 9 10 8 9 10 8 10 10 8 9 10 10 10 9 8
left_child=2 20 3 -1 6 9 15 8 -7 12 11 -11 14 -13 -6 16 -3 -17 19 -9 -2 -5 23 -20 26 -26 -25 -21 29 -24
right_child=1 4 -4 21 5 7 -8 18 -10 10 -12 13 -14 -15 -16 17 -18 -19 22 27 -22 -23 28 24 25 -27 -28 -29 -30 -31
leaf_value=-5.093056207943359e-05 6.4178150079113038e-06 5.5541906790790924e-06 -4.4113012463218936e-05 -9.9488622779407529e-06 1.5273652022430951e-08 3.6235836897771361e-05 3.48392054814039e-06 1.0673059804457779e-05 -8.0911746038345763e-05 8.9029418870780676e-06 1.7187369205351482e-05 5.4237401784311187e-08 -1.5732848766298108e-05 -0.0001121179160849635 -2.5550766259311341e-07 8.5509032603616103e-06 -1.6320124153317225e-05 -1.7824042631088618e-05 -3.3312469571885569e-05 -9.3847889308761881e-08 3.3635478153795372e-06 9.7730511870496083e-07 -4.5889623360498555e-05 2.9509709341084634e-06 -7.7581260948526692e-07 1.1645587713408862e-05 -6.6069969667758137e-05 -1.972120953300992e-05 1.5195945725598911e-06 9.4234398213149683e-07
leaf_weight=96 61 25 27 29 169 27 87 49 47 107 106 40 29 58 37 35 78 89 27 47 177 150 28 74 77 128 29 26 657 354
leaf_count=96 61 25 27 29 169 27 87 49 47 107 106 40 29 58 37 35 78 89 27 47 177 150 28 74 77 128 29 26 657 354
internal_value=0.00057893 0.000818216 -0.00150799 -0.00108696 0.000639082 0.000819934 -0.000566154 0.00116382 -0.00138667 -0.000172352 0.000633541 -0.000485437 -0.00121951 -0.00290909 -0.000657005 -0.00145614 -0.00270175 -0.000177778 0.0012986 -0.000240601 0.00253815 -2.22221e-05 0.00142671 0.000654762 0.00100971 0.00175926 -0.000596491 -0.00254054 0.00168846 0.000936387
internal_weight=2970 2668 302 275 2430 2116 314 1570 74 546 311 205 235 98 206 227 103 124 1496 122 238 179 1374 335 308 205 103 73 1039 382
internal_count=2970 2668 302 275 2430 2116 314 1570 74 546 311 205 235 98 206 227 103 124 1496 122 238 179 1374 335 308 205 103 73 1039 382
cat_boundaries=0 24 54 56 57 87 88 109 111 113
cat_threshold=1342177280 0 0 0 1073741824 0 0 0 0 32768 0 2048 10240 0 0 4096 0 0 33554432 2048 2147483648 0 0 8 0 0 0 0 65536 0 0 2147483648 1 0 0 4 64 0 0 0 0 0 0 0 0 524288 4194304 0 0 268435456 0 0 0 8192 0 4128 16802080 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 0 0 0 0 0 0 4096 28 16 0 0 0 0 1 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 128 67143744 2 65600 32
is_linear=0
shrinkage=0.04


Tree=718
num_leaves=31
num_cat=11
split_feature=7 9 8 7 3 9 17 6 2 2 11 6 13 3 2 13 2 2 5 2 2 2 2 3 3 2 2 2 2 1
split_gain=1.28858 0.798685 0.572966 0.384148 0.376571 0.371968 0.459814 0.301205 0.366739 0.70187 0.268807 0.49399 0.285481 0.834607 0.3588 0.278361 0.31477 0.259433 0.258708 0.242176 0.515857 0.221037 0.217918 0.211146 0.193847 0.18602 0.16784 0.164446 0.158972 0.173692
threshold=0 1 2 3 2014.5000000000002 4 5 6 50.500000000000007 81.500000000000014 7 8 9 2005.5000000000002 9.5000000000000018 10 23.500000000000004 3.5000000000000004 1.5000000000000002 26.500000000000004 31.500000000000004 21.500000000000004 42.500000000000007 2017.5000000000002 2002.5000000000002 73.500000000000014 12.500000000000002 58.500000000000007 48.500000000000007 5.5000000000000009
decision_type=9 9 9 9 8 9 9 9 8 10 9 9 9 10 8 9 10 10 8 10 10 10 10 8 10 8 10 10 8 8
left_child=-1 28 23 4 -4 7 18 -5 -9 -10 19 12 13 22 17 -13 24 -14 -7 21 -21 -8 -12 -3 -17 26 -6 -18 -2 -30
right_child=1 2 3 5 25 6 10 8 9 -11 11 15 14 -15 -16 16 27 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.228498760292308e-06 -4.0661058649750423e-05 6.7400795042286898e-06 -0.000172286779301725 3.916995660512363e-05 -5.8623450245742779e-05 -1.8907669852026983e-05 2.3604907386762793e-08 2.63212241829243e-06 -3.6756954188062336e-05 4.5645045339276547e-06 -7.7250394589463921e-05 3.9431147886288324e-06 4.6791615471750211e-06 9.684412440862275e-05 1.0765788088766275e-05 2.2817027945392151e-07 7.2768470979465928e-06 -5.3594304757128173e-05 -6.2906170664481772e-06 -1.6707023680383203e-07 -7.0229001428565243e-08 7.2651722350059111e-06 -0.00020605730366120138 1.5072746500687978e-06 -3.2997951063132948e-05 -2.0328467999963152e-06 1.9322767406691349e-06 1.7102190000137561e-05 5.4787805965596045e-06 -4.4459055020319629e-05
leaf_weight=321 34 84 27 100 28 42 130 221 31 28 38 266 25 25 142 119 46 32 176 26 215 28 37 508 25 33 30 62 25 55
leaf_count=321 34 84 27 100 28 42 130 221 31 28 38 266 25 25 142 119 46 32 176 26 215 28 37 508 25 33 30 62 25 55
internal_value=0.000674324 0.000374481 0.000527022 0.000189398 -0.00192248 0.000337534 3.87545e-05 0.00143223 0.000687285 -0.00206667 0.000345558 0.000758454 -0.000529032 -0.00216216 0.000361905 0.00149716 0.000486692 -0.00227586 -0.00160699 -0.000497561 -0.00130578 0.000704403 -0.00447368 0.00160531 -0.000717241 -0.000826087 0.000542373 0.00212844 -0.002752 -0.00197531
internal_weight=2959 2638 2524 1932 118 1814 1434 380 280 59 1216 817 299 100 199 518 252 57 218 399 241 158 75 592 144 91 58 108 114 80
internal_count=2959 2638 2524 1932 118 1814 1434 380 280 59 1216 817 299 100 199 518 252 57 218 399 241 158 75 592 144 91 58 108 114 80
cat_boundaries=0 17 19 46 63 65 66 67 69 70 71 72
cat_threshold=0 268435457 1075060736 2097152 2 134217728 0 268443648 0 134225936 0 2097408 0 268435456 0 0 1073741824 262272 8192 268435472 2060 0 134217728 2147483648 0 0 2147483648 0 0 0 131076 10304 512 0 0 0 0 0 8192 256 0 4194304 0 0 32768 64 0 0 0 2052 0 0 0 0 33554432 0 0 128 0 0 0 0 128 1073741825 16388 12 132 32 512 276 4 10
is_linear=0
shrinkage=0.04


Tree=719
num_leaves=31
num_cat=13
split_feature=7 12 11 13 0 12 2 2 0 2 2 3 2 2 12 0 6 12 3 18 12 7 2 2 2 11 5 2 2 12
split_gain=1.45214 0.48872 0.461408 0.490866 0.589064 0.403664 0.366939 0.421707 0.618378 0.279615 0.40708 0.278613 0.277642 0.567449 0.41659 0.624303 0.261451 0.391614 0.347605 0.251646 0.224946 0.210864 0.239724 0.246112 0.220834 0.206513 0.259302 0.508258 0.718796 0.195569
threshold=0 1 2 3 42.710000000000008 4 38.500000000000007 26.500000000000004 16.750000000000004 29.500000000000004 42.500000000000007 1962.0000000000002 94.500000000000014 129.50000000000003 5 36.400000000000006 6 7 2002.5000000000002 8 9 10 49.500000000000007 19.500000000000004 144.50000000000003 11 9.0000000000000018 20.500000000000004 7.5000000000000009 12
decision_type=9 9 9 9 10 9 8 10 10 8 10 10 8 8 9 8 9 9 10 9 9 9 10 8 10 9 8 10 10 9
left_child=21 11 3 4 5 -3 7 8 -7 -5 -11 -2 16 -14 19 -16 17 18 -4 -15 -18 22 23 -1 -24 26 27 28 -22 -28
right_child=1 2 12 9 -6 6 -8 -9 -10 10 -12 -13 13 14 15 -17 20 -19 -20 -21 25 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=2.3897258644697285e-06 6.984641299467433e-07 -3.778781678983865e-08 -1.8887042993824921e-05 6.1267949522408105e-06 0.00019630284998572317 -1.167486382555141e-07 -1.7719067763057244e-07 -1.4102810104692755e-06 -8.1430601080967343e-06 -3.998103784506921e-05 8.2862836852401861e-07 1.1307210006371641e-05 -1.3871936319870375e-05 -0.0001345722808691333 6.0680507970362476e-06 -7.0624579030217457e-05 -8.7047948852178788e-08 1.0765216008292824e-05 -5.5816512079593995e-05 2.5100114959852724e-05 5.560444053369331e-05 4.9110331060745166e-05 -1.5945279568868978e-06 4.4234221858330266e-06 6.6281700062441735e-06 4.9650281493790721e-06 -3.8997813877095258e-08 7.6948299497199684e-06 -3.6754822301673138e-05 3.7707627325649802e-06
leaf_weight=131 361 105 88 38 37 47 111 38 35 30 56 60 38 28 56 59 127 122 32 90 37 270 67 91 46 242 111 39 55 285
leaf_count=131 361 105 88 38 37 47 111 38 35 30 56 60 38 28 56 59 127 122 32 90 37 270 67 91 46 242 111 39 55 285
internal_value=0.00064371 0.000183063 -9.181e-05 -0.00112598 -0.00184375 -0.00242136 -0.00328926 -0.00495868 -0.00327711 0.00100741 -0.000183908 0.00139815 0.000278873 -0.000867647 -0.000119658 -0.00174603 0.000554873 -0.00060079 -0.0021374 0.00148837 0.000864388 0.00237013 0.00156069 0.00236771 0.000105263 0.00112308 0.00064684 -0.000878788 -0.00249462 0.00116877
internal_weight=2932 2327 1906 497 373 336 231 120 82 124 86 421 1409 271 233 115 1138 242 120 118 896 605 335 222 113 769 527 131 92 396
internal_count=2932 2327 1906 497 373 336 231 120 82 124 86 421 1409 271 233 115 1138 242 120 118 896 605 335 222 113 769 527 131 92 396
cat_boundaries=0 18 20 23 24 25 26 27 28 29 30 44 45 46
cat_threshold=268451841 268435473 1048576 2107396 2 0 0 8192 33556480 134217760 32800 2097152 128 268435456 0 0 1073741968 512 133120 32 2214592544 2147484160 524288 10 68174880 99586 20 40962 4 16672 268435457 0 0 2099204 0 0 0 0 33556480 32 32 0 0 268435456 4 1089536
is_linear=0
shrinkage=0.04


Tree=720
num_leaves=31
num_cat=16
split_feature=8 8 3 1 1 12 8 9 12 6 12 4 16 12 3 13 4 1 9 6 3 3 16 1 12 4 4 3 4 13
split_gain=1.07962 0.600451 0.503888 0.461415 0.346837 0.376326 0.362096 0.300523 0.360602 0.428156 0.345785 0.329043 0.321311 0.296068 0.44109 0.419456 0.258309 0.246089 0.233896 0.445479 0.381771 0.20008 0.18459 0.179647 0.168624 0.149657 0.125633 0.106923 0.0987048 0.089232
threshold=0 1 2013.5000000000002 5.5000000000000009 4.5000000000000009 2 3 4 5 6 7 950.00000000000011 8 9 2010.5000000000002 10 3890.0000000000005 1.5000000000000002 11 12 2021.5000000000002 2019.5000000000002 13 3.5000000000000004 14 267495000.00000003 199.50000000000003 2018.5000000000002 1300.0000000000002 15
decision_type=9 9 10 8 8 9 9 9 9 9 9 10 1 9 8 9 10 10 9 9 8 8 1 8 9 10 10 8 10 9
left_child=4 2 3 -2 -1 6 -6 10 18 13 11 12 -3 14 -10 -15 22 25 19 20 -9 -19 24 -21 -11 -16 -17 -8 -7 -23
right_child=1 7 -4 -5 5 28 27 8 9 16 -12 -13 -14 15 17 26 -18 21 -20 23 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9478269033015018e-05 1.3924779831602039e-06 -2.6041945921073908e-05 -2.8084561595345576e-05 -6.9189519633938734e-05 -2.3476510446130752e-07 4.0675733598993798e-06 1.7254764967904015e-05 -7.3646430924951829e-05 -0.00015350089217911234 1.793268939816697e-06 7.3999813321339827e-06 0.0012203176984565522 1.7268491646753404e-05 2.1229869312298004e-06 0.0020686629125648941 -1.0271853579702539e-07 -3.6467126643020777e-06 2.0543842176875468e-06 -3.4013689517634345e-06 -6.1324152286711014e-07 -2.2963344238042997e-06 -4.0819155632669302e-06 9.6919317882139995e-06 2.5629612516379728e-07 9.4489847805894102e-05 -7.9223747073322025e-06 5.8657335516574482e-05 1.5226689078673416e-06 5.8072412027555104e-06 -2.6548514710628326e-07
leaf_weight=35 153 121 25 47 126 282 56 38 36 118 245 30 34 106 49 157 26 28 121 26 95 121 64 201 197 38 26 129 29 183
leaf_count=35 153 121 25 47 126 282 56 38 36 118 245 30 34 106 49 157 26 28 121 26 95 121 64 201 197 38 26 129 29 183
internal_value=0.000723072 0.000304878 -0.00161017 -0.000995025 0.00213772 0.00238844 0.00125466 0.000521487 0.000268129 0.000651724 0.00145125 0.000102041 -0.000641025 7.41723e-05 -0.00055794 0.00105333 0.00168269 -0.0002 -0.000642276 -0.000107817 -0.00186111 -0.000696697 0.00198947 0.000957983 0.00158228 0.00168182 -0.00014433 0.00234694 0.00336646 -0.000996721
internal_weight=2942 2285 225 200 657 622 311 2060 1630 1149 430 185 155 744 455 289 405 419 481 360 133 332 379 227 315 87 183 185 311 304
internal_count=2942 2285 225 200 657 622 311 2060 1630 1149 430 185 155 744 455 289 405 419 481 360 133 332 379 227 315 87 183 185 311 304
cat_boundaries=0 30 56 58 81 83 84 85 86 87 89 90 92 93 94 96 97
cat_threshold=0 2052 0 0 2147549184 0 262144 2147483648 0 0 0 4 8192 1024 0 0 0 0 0 0 384 524288 4194304 0 0 1342177280 68 0 0 8192 1342177296 0 0 134217728 0 0 0 0 0 32768 0 2048 0 0 0 0 0 0 33558528 2048 2147483648 0 0 8 0 32768 197890 32 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 128 0 4194304 1073873280 16388 106752 140 83902786 2 148514 32 12 0 2096 278 2 84953088 32 12
is_linear=0
shrinkage=0.04


Tree=721
num_leaves=31
num_cat=9
split_feature=7 2 0 9 7 15 2 7 2 2 4 5 0 2 4 4 8 3 2 0 2 13 3 2 6 2 1 2 6 3
split_gain=0.735478 0.562034 0.729726 0.542403 0.74141 0.686242 0.629778 0.593448 0.444205 0.489926 0.56284 0.321215 0.277511 0.340874 0.238056 0.493837 0.389625 0.337377 0.386567 0.328629 0.354838 0.438589 0.369578 0.220942 0.214957 0.260927 0.236424 0.202533 0.274423 0.401478
threshold=0 44.500000000000007 18.500000000000004 1 2 3 4.5000000000000009 4 1.5000000000000002 14.500000000000002 6670500000.000001 2.5000000000000004 12.250000000000002 111.00000000000001 31889.500000000004 7650.0000000000009 5 1999.5000000000002 38.500000000000007 14.500000000000002 11.500000000000002 6 2017.5000000000002 141.50000000000003 7 16.500000000000004 5.5000000000000009 176.00000000000003 8 2002.5000000000002
decision_type=9 10 10 9 9 9 10 9 8 10 8 8 10 8 10 10 9 8 8 10 10 9 10 10 9 10 8 10 9 10
left_child=1 -1 -3 5 6 12 -5 -7 -6 11 -11 -10 -2 -14 15 16 -9 -18 19 -19 21 -21 24 -4 26 -26 -22 28 29 -12
right_child=3 2 23 4 8 7 -8 14 9 10 27 -13 13 -15 -16 -17 17 18 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.1940641713757135e-06 -7.1481411226947259e-05 -6.9687751751636444e-07 6.0170198778549622e-07 0.00025941456557317474 -2.9907457317194151e-05 1.7135320549676044e-05 -6.8040072575280793e-05 1.0016639504388469e-05 -4.7641049622560791e-06 -4.4542661670198316e-05 2.0261448448481934e-06 2.2058851940835039e-05 4.6017191504496412e-06 -8.3477639264313916e-05 1.4277321640321362e-05 -3.3034234453785375e-05 -0.00018075879292648721 -7.2911598293630481e-07 3.9413508500826092e-07 -4.4451443307328978e-07 -1.8171261581567076e-06 8.4931196377002388e-06 2.318040848900995e-05 4.11422339804375e-06 -1.5681273498291822e-05 3.2450920682452602e-05 3.3490101980483536e-07 -5.7054982606674249e-05 2.447401392793066e-06 -0.00021238047795525794
leaf_weight=487 28 49 104 28 26 210 72 102 42 32 85 214 43 34 34 27 46 43 394 186 149 114 25 79 39 62 38 26 115 36
leaf_count=487 28 49 104 28 26 210 72 102 42 32 85 214 43 34 34 27 46 43 394 186 149 114 25 79 39 62 38 26 115 36
internal_value=0.00069899 0.00180274 0.000206009 0.000336135 -0.000605531 0.000741956 -0.0036036 0.00097027 -2.72571e-05 0.000217786 -0.000894915 0.00149416 -0.00224138 -0.00117949 0.000626772 0.000538336 0.000660551 0.000419151 0.000570885 -2.4353e-05 0.000214984 0.00119601 -0.000726114 0.00136957 -0.00113495 0.000392857 -0.00187879 -0.000273764 0.000101266 -0.00118182
internal_weight=2969 719 232 2250 676 1574 100 1469 576 550 294 256 105 77 1259 1225 1198 1096 1050 656 613 300 313 183 288 101 187 262 236 121
internal_count=2969 719 232 2250 676 1574 100 1469 576 550 294 256 105 77 1259 1225 1198 1096 1050 656 613 300 313 183 288 101 187 262 236 121
cat_boundaries=0 18 20 32 33 50 77 78 79 80
cat_threshold=131072 0 1611661312 2097152 34 2 131072 4202496 2048 536879104 32 2097152 0 268435456 0 0 1073741840 128 1073872897 6288 1 129 0 0 0 0 0 536870912 33554432 32 0 128 144179200 2 268435585 0 524288 0 134217728 0 536870912 33554432 32 0 128 0 0 0 0 4096 0 8 0 0 2147483648 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 64 2 138 326
is_linear=0
shrinkage=0.04


Tree=722
num_leaves=31
num_cat=12
split_feature=8 7 12 2 8 7 9 2 12 0 11 7 0 2 12 2 0 5 11 2 2 0 2 0 0 1 2 12 2 2
split_gain=1.08489 0.630252 0.520181 0.513364 0.436854 0.412349 0.615989 0.482222 0.395505 0.519971 0.392104 0.43038 0.272639 0.471207 0.307691 0.368446 0.338057 0.35706 0.330142 0.316785 0.438769 0.259076 0.244602 0.542704 0.311637 0.228753 0.229043 0.201631 0.200667 0.593806
threshold=0 1 2 81.500000000000014 3 4 5 29.500000000000004 6 40.250000000000007 7 8 12.250000000000002 23.500000000000004 9 50.500000000000007 42.960000000000008 1.5000000000000002 10 22.500000000000004 29.500000000000004 30.500000000000004 41.500000000000007 38.57500000000001 22.250000000000004 5.5000000000000009 19.500000000000004 11 27.500000000000004 38.500000000000007
decision_type=9 9 9 8 9 9 9 10 9 10 9 9 8 8 9 10 8 10 9 8 8 10 10 10 10 8 10 9 10 10
left_child=10 2 3 -2 -3 8 7 -7 9 -6 21 -12 13 -8 18 16 17 19 -14 27 -21 -1 24 -24 -4 26 -26 -16 -20 -30
right_child=1 4 22 -5 5 6 12 -9 -10 -11 11 -13 14 -15 15 -17 -18 -19 28 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=1.4896372522343881e-06 -2.8650292861659467e-06 -1.7892909058004736e-05 2.4163540173093642e-06 7.9485333322878934e-06 9.2430936366293504e-06 -4.5656046781830991e-06 -1.9579030088258815e-06 -0.00015320206435952464 8.1174587311326243e-06 -4.0589750364930436e-05 1.6108846120740917e-07 1.0187754500412486e-05 8.1142751265714281e-07 6.1814636054371645e-08 2.0738408873790317e-06 -2.5273510756665067e-06 1.6771165286028322e-05 -5.796669327955056e-06 9.8407551670705837e-06 -2.9307324050025863e-05 1.9808423136063691e-07 -4.4905128176155404e-07 -7.781077509421545e-07 0.00012190755408240466 -6.0135461075810445e-05 4.9633663168709086e-05 1.1735374421877375e-05 3.6342282569079925e-06 -1.8327464062172506e-06 1.0458532186133287e-06
leaf_weight=97 79 112 63 26 62 84 28 39 223 41 106 368 263 48 217 176 65 30 148 30 134 62 37 32 53 37 27 107 32 101
leaf_count=97 79 112 63 26 62 84 28 39 223 41 106 368 263 48 217 176 65 30 148 30 134 62 37 32 53 37 27 107 32 101
internal_value=0.000556011 0.00014577 -0.00138082 -0.00362069 0.000430549 0.000582926 0.000296101 -0.00229851 0.00185163 -0.000245614 0.00200621 0.00258969 0.000543885 -0.00176623 0.000684049 0.000150649 0.000636986 0.000292871 0.0013982 0.000556237 -0.000872727 0.000211765 -0.000323077 -0.00234286 0.000441989 -0.000779661 -0.00197531 0.00128 0.00234247 0.00128358
internal_weight=2927 2294 354 105 1940 1828 1502 123 326 103 633 474 1379 76 1303 759 583 518 544 488 164 159 249 69 180 117 80 324 281 133
internal_count=2927 2294 354 105 1940 1828 1502 123 326 103 633 474 1379 76 1303 759 583 518 544 488 164 159 249 69 180 117 80 324 281 133
cat_boundaries=0 30 42 44 68 85 87 89 92 109 111 112 113
cat_threshold=0 2062 4 0 2147549184 0 0 2147483648 0 0 0 2052 0 1049600 268435456 0 0 0 0 8192 384 0 0 0 0 268484608 0 0 524288 4096 131072 0 536870912 2099200 0 64 131072 268435456 33554432 32 0 128 67125504 32 1342177280 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 33554432 2048 2147483648 0 0 8 2 0 8192 4 34 0 0 8192 0 0 8224 0 16 268435456 0 0 1073745936 0 8224 49216 32 32800 0 524288 0 0 0 0 0 0 131072 131072 33554432 0 0 256 0 0 0 0 4096 83984640 34 4 140322
is_linear=0
shrinkage=0.04


Tree=723
num_leaves=31
num_cat=9
split_feature=8 12 8 4 2 3 4 3 12 17 6 6 2 2 2 2 2 2 1 2 3 4 8 2 3 2 1 8 2 2
split_gain=0.937205 0.687048 0.370384 0.503694 0.472686 0.705764 0.28398 0.29303 0.448904 0.414254 0.628734 0.407689 1.32269 0.479931 0.369575 0.544683 0.336602 0.273857 0.246485 0.19968 0.197689 0.204893 0.22682 0.191412 0.186296 0.180925 0.181161 0.174105 0.277173 0.257502
threshold=0 1 2 11029.500000000002 89.500000000000014 1992.5000000000002 972430000.00000012 2019.5000000000002 3 4 5 6 48.500000000000007 5.5000000000000009 35.500000000000007 19.500000000000004 17.500000000000004 8.5000000000000018 1.5000000000000002 23.500000000000004 2018.5000000000002 30474295000.000004 7 17.500000000000004 2004.5000000000002 20.500000000000004 4.5000000000000009 8 23.500000000000004 35.500000000000007
decision_type=9 9 9 8 8 10 10 10 9 9 9 9 8 10 8 10 8 10 10 8 8 8 9 10 8 8 10 9 10 8
left_child=-1 27 3 -3 18 -6 7 8 9 25 -11 12 13 -10 15 -12 17 -13 -5 -18 -20 -22 -23 -15 -16 -4 -27 28 -2 -30
right_child=1 2 6 4 5 -7 -8 -9 11 10 14 16 -14 23 24 -17 19 -19 20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=5.463487956643182e-06 -1.3886066600606332e-07 5.9987703321118613e-06 -3.1835855569031152e-05 -2.8550024354841924e-05 -1.3906279278485762e-07 -1.8390453370293708e-05 -2.4721547897099502e-05 -2.3097343968590785e-05 -4.6810401003951013e-05 0.00027973909578424809 3.7916413182175409e-08 3.6698991580385882e-06 -7.0638003399577912e-05 -3.9822048169628167e-06 -0.00010082067425941507 -3.1988762609674201e-05 0.00012813325719227516 -3.0620903495418681e-06 6.0654827534389733e-06 4.5753213932309428e-07 0.00011603615023690679 8.6545281061631188e-08 -3.1089245066971451e-06 3.2321243409362977e-06 3.950369838365429e-06 -7.4721753615529781e-05 1.8603295931685994e-05 4.6604105741783402e-06 9.0296824237120644e-07 2.7412116911737892e-08
leaf_weight=348 59 62 80 29 108 27 53 54 28 187 137 31 25 44 28 54 27 35 54 101 48 301 106 31 117 25 26 547 39 115
leaf_count=348 59 62 80 29 108 27 53 54 28 187 137 31 25 44 28 54 27 35 54 101 48 301 106 31 117 25 26 547 39 115
internal_value=0.000513837 0.00024411 -0.000179333 0.000509384 0.000195846 -0.00191176 -0.000647166 -0.000504365 -0.00034391 0.000264662 0.000771536 -0.00153754 -0.00322302 -0.00142308 -0.000276657 -0.0014375 -0.000312195 -0.00262687 0.000727273 0.000868217 0.000933333 0.000657895 0.000362745 0.000263158 0.00123288 -0.00166197 7.69232e-05 0.00124514 0.000232143 0.00113548
internal_weight=2926 2578 1818 735 673 135 1083 1030 976 654 523 322 128 103 336 191 194 66 538 128 509 455 407 75 145 131 51 760 213 154
internal_count=2926 2578 1818 735 673 135 1083 1030 976 654 523 322 128 103 336 191 194 66 538 128 509 455 407 75 145 131 51 760 213 154
cat_boundaries=0 30 32 59 60 61 62 63 86 109
cat_threshold=0 2048 0 0 2147557376 0 0 0 1 0 0 4 2048 0 0 0 0 0 0 0 0 0 4194304 0 0 1342226432 64 0 0 4096 17959936 34 0 12 0 134217728 0 0 262144 2147483648 0 0 0 0 64 1049088 268435456 0 0 0 4096 0 128 0 16777216 0 0 0 4 74050 40 84 464 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 1073741824 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=724
num_leaves=31
num_cat=13
split_feature=7 8 12 9 6 13 2 2 2 7 12 4 9 0 2 12 3 13 2 2 2 2 3 0 2 2 12 14 0 5
split_gain=1.15268 0.767413 0.62293 0.46462 0.480241 0.727371 0.45632 0.356023 0.317621 0.3683 0.351098 0.316555 0.388 0.310461 0.468555 0.24017 0.423085 0.410583 0.448947 0.234379 0.22521 0.21337 0.220319 0.208673 0.447127 0.201324 0.188149 0.440377 0.422727 0.390953
threshold=0 1 2 3 4 5 19.500000000000004 4.5000000000000009 6.5000000000000009 6 7 7650.0000000000009 8 15.500000000000002 37.500000000000007 9 1994.5000000000002 10 39.500000000000007 23.500000000000004 145.50000000000003 47.500000000000007 2022.5000000000002 35.850000000000009 2.5000000000000004 8.5000000000000018 11 12 35.250000000000007 3.5000000000000004
decision_type=9 9 9 9 9 9 10 10 10 9 9 10 9 10 10 9 10 9 10 10 8 10 8 10 10 10 9 9 10 8
left_child=8 11 26 6 5 19 7 -4 23 10 13 12 -2 14 -10 21 17 18 -17 -5 -7 22 -6 -1 -25 -14 28 -28 -3 -30
right_child=1 2 3 4 15 20 -8 -9 9 -11 -12 -13 25 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=9.0559765069997414e-06 1.1000504753778326e-05 -2.101746945493462e-07 -2.0775375775736449e-05 -3.6432980646123482e-05 -1.1437038004320408e-06 1.8719548245065368e-06 -2.3591692987448873e-05 -1.909586581605605e-05 9.6453156278677669e-07 2.3776063577323613e-05 6.9205794499866299e-07 -1.3130819705012049e-06 8.8408281615348819e-06 1.4634827787722527e-06 -6.6834864245354217e-07 1.6224757283238317e-06 5.8778775827011496e-06 -2.6445473422077198e-05 -1.5690421023053921e-07 -2.5192292244635259e-05 -7.8995478085955602e-05 -1.8386232285883548e-06 2.1935920444661701e-06 1.4679232448053047e-06 -7.6372177033181293e-05 -1.7227088422965455e-05 6.5063971735899399e-07 -4.8666439695825761e-05 -1.7825599282789756e-06 2.0947123989980885e-05
leaf_weight=52 244 120 28 72 41 82 47 29 36 235 187 51 42 175 48 70 39 128 32 33 28 34 112 105 46 74 495 102 27 132
leaf_count=52 244 120 28 72 41 82 47 29 36 235 187 51 42 175 48 70 39 128 32 33 28 34 112 105 46 74 495 102 27 132
internal_value=0.000428911 -9.26192e-05 -0.000478941 -0.00129771 -0.0008739 -0.00238938 -0.00368696 -0.00641379 0.00162682 0.00205865 0.0012779 0.00143128 0.00188366 0.000281482 -0.00169412 -0.000119914 -0.000871428 -0.00155844 0.000424779 -0.00465517 1.35465e-10 0.000949495 0.00163636 0.000254902 -0.0005 -0.000125984 0.000252537 -0.000151316 0.00108966 0.002475
internal_weight=2946 2062 1651 775 671 215 104 57 884 681 446 411 360 259 84 456 269 230 102 105 110 187 153 203 151 116 876 597 279 159
internal_count=2946 2062 1651 775 671 215 104 57 884 681 446 411 360 259 84 456 269 230 102 105 110 187 153 203 151 116 876 597 279 159
cat_boundaries=0 17 44 46 48 49 50 67 69 71 72 73 75 76
cat_threshold=16386 1 605290496 512 34 134217730 4194304 139264 2048 134225920 32 256 16 268435456 0 32 4240 16 8 0 0 2147483648 1 0 0 1 0 0 131076 10240 512 0 0 0 0 0 2048 0 0 0 0 0 268484608 68 17015872 32 0 12288 276 10 0 0 67108864 0 2 134217728 0 131072 2048 0 0 256 0 268435456 0 0 128 167234 32 0 6160 2050 2 132096 32 8193
is_linear=0
shrinkage=0.04


Tree=725
num_leaves=31
num_cat=12
split_feature=8 7 12 12 9 2 3 13 0 2 13 4 3 2 12 4 13 3 0 2 0 9 2 1 2 12 2 2 1 8
split_gain=0.821304 0.859944 1.00741 0.639303 0.600814 0.475004 0.427474 0.67598 0.609805 0.459322 0.410168 0.310089 0.292613 0.277859 0.269359 0.487515 0.25053 0.414464 0.254334 0.241066 0.209291 0.206534 0.425505 0.217251 0.253744 0.270881 0.193 0.281654 0.263691 0.174715
threshold=0 1 2 3 4 7.5000000000000009 2019.5000000000002 5 40.675000000000004 37.500000000000007 6 6050.0000000000009 2006.5000000000002 61.500000000000007 7 7650.0000000000009 8 2022.5000000000002 40.250000000000007 80.500000000000014 35.600000000000009 9 6.5000000000000009 1.5000000000000002 111.00000000000001 10 18.500000000000004 11.500000000000002 5.5000000000000009 11
decision_type=9 9 9 9 9 8 8 9 8 10 9 8 10 8 9 10 9 8 8 10 10 9 8 10 8 9 8 10 8 9
left_child=14 3 10 13 5 -4 9 -8 20 12 11 -3 -7 -2 -1 29 -6 -18 -19 -11 -9 23 -23 -5 25 -25 27 -13 -28 -16
right_child=1 2 4 21 16 6 7 8 -10 19 -12 26 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=4.7889547205364754e-06 -6.5926809966018498e-07 -2.8426454512910441e-05 6.8659147875796619e-07 -2.0516647713753114e-05 2.3682174506707575e-05 -1.9606416275823194e-05 -2.628621767113452e-05 -8.0535474137300711e-05 -0.0002754074593371069 8.2116084419701005e-05 3.4922431977725104e-05 1.2776195256672094e-05 -2.0881642655254193e-05 7.5605470143244034e-07 9.6110076625060256e-07 -4.3495792466421419e-05 0.003822385122387252 -6.5688644991611641e-06 -0.00015507141549080735 -1.7222372300564841e-07 2.59048909559616e-05 -2.7865905090697666e-06 8.7271018858681772e-06 1.0757267362173344e-07 -3.9471313733683552e-06 1.0364105031310426e-06 3.2327679050300025e-06 -1.9741177424758048e-05 -1.3973493974887795e-05 5.260984039067835e-06
leaf_weight=338 99 33 119 44 114 38 156 34 44 35 102 105 44 35 104 39 38 90 25 33 62 29 167 238 44 288 150 47 27 197
leaf_count=338 99 33 119 44 114 38 156 34 44 35 102 105 44 35 104 39 38 90 25 33 62 29 167 238 44 288 150 47 27 197
internal_value=0.000696129 0.000319858 -0.00034889 0.00123141 -0.00117675 -0.00190972 -0.00254139 -0.00342088 -0.0010596 -0.000794702 0.00112842 0.000450402 -0.00279518 -0.00126897 0.00190421 0.00102564 0.000388489 -0.000658536 -0.00189655 0.00162319 0.000659794 0.00165652 0.00282126 0.0012416 0.0014711 0.00171537 0.000836364 -0.00020915 0.00173034 0.00160265
internal_weight=2918 2240 1296 944 832 565 446 296 140 150 464 362 82 134 678 340 267 153 115 68 96 810 196 614 570 526 329 152 177 301
internal_count=2918 2240 1296 944 832 565 446 296 140 150 464 362 82 134 678 340 267 153 115 68 96 810 196 614 570 526 329 152 177 301
cat_boundaries=0 30 47 49 51 53 54 55 56 57 59 60 83
cat_threshold=16 12 0 0 2147549184 0 262144 2147483648 1 0 0 131076 2048 1024 0 4096 0 0 0 0 0 0 4194304 0 0 268451840 0 0 128 8192 268435456 1 1141899264 0 34 0 131072 139264 65536 8192 0 0 0 268435456 0 32 1073745936 83954720 32 131072 32 0 26628 6 6 85155842 12 0 18432 83952930 0 0 0 0 0 0 262144 0 0 0 0 131072 2048 0 0 0 0 0 0 0 0 0 4194304
is_linear=0
shrinkage=0.04


Tree=726
num_leaves=31
num_cat=16
split_feature=7 7 12 3 9 11 12 17 10 0 11 17 0 13 3 4 3 4 3 6 0 18 0 15 0 6 4 3 0 12
split_gain=0.891929 0.707603 0.402236 0.741426 0.364648 0.360537 0.242098 0.33166 0.197195 0.325314 0.289069 0.245558 0.43766 0.315899 0.326504 0.390284 0.277851 0.25668 0.273323 0.244328 0.966843 0.182363 0.161101 0.161065 0.309604 0.196913 0.168307 0.155166 0.137014 0.136807
threshold=0 1 2 2019.5000000000002 3 4 5 6 7 42.710000000000008 8 9 48.175000000000004 10 2002.5000000000002 390.00000000000006 2013.5000000000002 199.50000000000003 2011.5000000000002 11 39.07500000000001 12 15.500000000000002 13 40.250000000000007 14 20782.500000000004 2006.5000000000002 36.400000000000006 15
decision_type=9 9 9 10 9 9 9 9 9 10 9 9 8 9 10 10 10 10 10 9 10 9 8 9 10 9 10 8 8 9
left_child=6 -2 4 8 -3 -6 -1 -8 10 -10 -4 28 13 17 15 21 -16 18 19 22 -21 -15 -13 24 25 -7 -25 -22 -12 -23
right_child=1 2 3 -5 5 23 7 -9 9 -11 11 12 -14 14 16 -17 -18 -19 -20 20 27 29 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=2.7846806079259174e-06 -6.9008041649633368e-06 3.4655580726848095e-06 1.8177858069466048e-06 -3.75369734864124e-05 2.5232521706786517e-06 8.4334076019504221e-08 2.606170020257302e-07 8.1042732872487717e-06 9.8626421652446402e-08 -6.5345797434414148e-05 3.202264385526501e-06 -1.9619959940546764e-08 -2.7633053565970149e-05 -6.8858935525891628e-05 -3.790429765036873e-05 -2.5020346757841233e-05 9.7059457368011259e-07 3.6117971109807816e-05 5.2691993028617907e-05 -0.00016513306091770795 2.7577546823131962e-05 7.4279693363517902e-06 1.2152348199223204e-06 -9.2958776425914628e-07 -3.0244349290292084e-06 4.2971726090776228e-05 1.1973787079497811e-05 -6.2379572626647333e-06 5.2459509867258997e-06 1.061847749113746e-06
leaf_weight=102 121 167 115 49 106 178 108 340 113 37 27 101 38 29 47 52 30 44 30 26 30 109 119 225 27 127 26 122 74 254
leaf_count=102 121 167 115 49 106 178 108 340 113 37 27 101 38 29 47 52 30 44 30 26 30 109 119 225 27 127 26 122 74 254
internal_value=0.000488231 0.000152835 0.000314743 -9.33423e-05 0.00099654 0.000565714 0.00192513 0.00233551 7.72534e-05 -0.00124224 0.000244833 4.19949e-05 -0.000149712 1.20726e-05 0.000684211 0.00111461 -0.00169231 -0.000728778 -0.00104429 -0.00132331 -0.00237037 0.00154707 -0.00034632 0.000154882 0.000723032 0.00111111 -0.00059542 -0.0012549 0.00182143 0.00179121
internal_weight=2973 2423 2302 1446 856 689 550 448 1397 150 1247 1132 1031 993 521 444 77 472 428 398 178 392 220 583 332 305 251 152 101 363
internal_count=2973 2423 2302 1446 856 689 550 448 1397 150 1247 1132 1031 993 521 444 77 472 428 398 178 392 220 583 332 305 251 152 101 363
cat_boundaries=0 17 35 36 38 41 43 44 45 47 48 49 50 51 52 53 54
cat_threshold=16385 17 1075060736 524292 2 134217728 0 268443648 2048 8192 32 0 16 268435456 0 32 1073741968 0 0 33554432 2048 524288 64 0 0 0 0 8192 256 0 0 0 0 0 384 1280032 1 16404 32768 2147484672 524288 2080 32 38 288 16384 2147484672 6 2 72 4 68157440 76 83886082
is_linear=0
shrinkage=0.04


Tree=727
num_leaves=31
num_cat=11
split_feature=8 8 12 6 11 12 2 3 2 5 2 4 5 2 3 1 8 12 16 2 2 2 4 1 12 1 1 4 17 2
split_gain=1.13329 0.56601 0.350228 0.331109 0.629954 0.348098 0.340941 0.311503 0.299334 0.292646 0.434881 0.272072 0.310455 0.294943 0.271793 0.380434 0.25221 0.298569 0.312602 0.217656 0.664147 0.458276 0.416155 0.24042 0.212437 0.202163 0.200108 0.183976 0.181765 0.255226
threshold=0 1 2 3 4 5 61.500000000000007 1997.5000000000002 16.500000000000004 1.5000000000000002 7.5000000000000009 16829230000.000002 1.0000000180025095e-35 4.5000000000000009 2011.5000000000002 4.5000000000000009 6 7 8 58.500000000000007 70.500000000000014 62.500000000000007 581475000.00000012 4.5000000000000009 9 5.5000000000000009 1.5000000000000002 8.0000000000000018 10 5.5000000000000009
decision_type=9 9 9 9 9 9 8 10 8 8 10 8 10 8 8 10 9 9 1 8 8 10 10 10 9 10 10 10 9 10
left_child=16 7 3 11 25 -6 8 -2 -7 10 -4 -3 13 -13 -15 -16 17 -1 27 23 21 -21 24 -11 -22 -5 -8 -19 29 -25
right_child=1 2 9 4 5 6 26 -9 -10 19 -12 12 -14 14 15 -17 -18 18 -20 20 22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=6.9524936049710064e-06 -2.8840883378207635e-06 -3.1455753949138455e-05 0.0001297615722884298 -5.4780975276573407e-07 2.4028576901583616e-06 8.6607706328775985e-06 -3.1006488945658986e-06 -2.9689268383980739e-05 -4.649492665643303e-06 1.1292174508721904e-05 -1.1676054635524657e-05 1.8687848509190277e-05 1.6633792780071941e-05 6.5013957508863764e-05 0.0009926480562639508 -4.6979658644458179e-05 8.1661609789550461e-06 2.2742206903626106e-06 -1.9965323418066283e-07 5.7683130867291278e-08 0.00013059632937594324 -2.8162737467276291e-05 -3.5078905201727416e-05 -4.5841937891096028e-05 5.1730548262009089e-07 1.0837262983764988e-07 3.7488520141360543e-05 6.4284097076566563e-05 7.4058347933952442e-07 9.3556840855254135e-06
leaf_weight=101 86 54 26 152 129 58 40 26 46 109 50 26 32 38 28 103 196 172 136 29 106 32 55 31 200 57 43 71 674 102
leaf_count=101 86 54 26 152 129 58 40 26 46 109 50 26 32 38 28 103 196 172 136 29 106 32 55 31 200 57 43 71 674 102
internal_value=0.00052908 0.000105847 0.000251009 -0.000411261 0.000186567 0.00129664 0.000141414 -0.00253659 -0.00137143 0.000628772 -0.00176623 -0.00149315 -0.000929824 -0.00153061 -0.00214118 -0.003 0.00195633 0.00138493 0.000810257 0.000770725 1.89127e-05 -0.00380645 0.000674033 0.00111668 0.00125081 -0.00147273 0.00204762 0.00168852 0.000876238 -0.000472222
internal_weight=3008 2332 2220 806 525 316 187 112 104 1414 76 281 227 195 169 131 676 480 379 1338 422 61 361 916 306 209 83 243 807 133
internal_count=3008 2332 2220 806 525 316 187 112 104 1414 76 281 227 195 169 131 676 480 379 1338 422 61 361 916 306 209 83 243 807 133
cat_boundaries=0 27 51 53 54 55 56 83 84 85 86 87
cat_threshold=0 2060 4 0 73728 1 262144 2147483648 1 0 0 131076 0 0 0 0 0 0 0 8192 128 0 4194304 0 0 16384 64 268435456 0 0 0 0 0 0 0 0 32768 0 2048 0 0 0 0 0 0 33554432 2048 2147483648 0 0 8 84033632 32 452 16416 83902496 0 2052 0 0 0 0 262144 0 1 0 0 131076 0 0 0 0 0 0 0 0 128 0 4194304 0 0 0 64 17973312 2 258 24
is_linear=0
shrinkage=0.04


Tree=728
num_leaves=31
num_cat=15
split_feature=8 12 8 8 0 11 14 12 4 0 0 12 12 10 4 6 0 4 12 0 1 12 18 11 1 0 1 0 4 0
split_gain=0.787475 0.37652 0.352477 0.321852 0.332797 0.291564 0.272507 0.344291 0.289545 0.496324 0.245567 0.354174 0.338126 0.277944 0.434732 0.302307 0.309936 0.321807 0.379778 0.441425 0.288872 0.285381 0.456239 0.226702 0.224024 0.213865 0.205923 0.198723 0.264453 0.189461
threshold=0 1 2 3 46.250000000000007 4 5 6 3681544000.0000005 42.710000000000008 24.500000000000004 7 8 9 10347970000.000002 10 44.07500000000001 520.00000000000011 11 38.57500000000001 5.5000000000000009 12 13 14 1.5000000000000002 20.500000000000004 5.5000000000000009 29.500000000000004 5368.5000000000009 33.175000000000004
decision_type=9 9 9 9 10 9 9 9 10 10 10 9 9 9 10 9 10 10 9 10 10 9 9 9 10 8 8 10 8 10
left_child=1 3 -2 29 27 -4 7 -7 9 24 12 23 25 14 15 20 17 18 -17 -20 21 22 -13 -12 -9 -8 -15 -5 -29 -1
right_child=2 -3 5 4 -6 6 10 8 -10 -11 11 13 -14 26 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.0299610533297377e-06 -4.5402336544665301e-06 2.3764582415550569e-06 -3.4088162829956604e-06 1.1653982864557319e-06 0.00013371025598108417 3.4758637090725831e-06 -2.4583527906697279e-07 0.0015782362320707146 0.0022415150041459552 -2.9625712022544574e-05 3.5746395756346232e-05 -8.3563657026388685e-05 6.6015769239680456e-09 4.3833399369558217e-06 -2.3435817865237115e-05 4.0706420486618594e-06 -5.9807157800368989e-05 2.1298427162732125e-05 -0.0004387801147194979 -1.0290079711945711e-05 4.1335421901957831e-05 3.1374453174119322e-06 5.1395629219769339e-07 1.8217226097529268e-06 -4.5950713144192333e-07 -2.0516376771195773e-05 0.00021725585360497083 1.5574133983395319e-05 -7.6426585056358452e-07 7.4040951797245608e-06
leaf_weight=25 130 261 114 88 32 111 189 25 25 30 108 28 228 68 25 104 64 25 26 205 57 254 98 136 61 25 46 29 196 125
leaf_count=25 130 261 114 88 32 111 189 25 25 30 108 28 228 68 25 104 64 25 26 205 57 254 98 136 61 25 46 29 196 125
internal_value=0.00033753 0.00143937 -5.10714e-05 0.000750988 5.61799e-05 8.1435e-05 0.000201129 0.00139924 2.63159e-05 -0.000820513 1.41428e-05 0.000302008 -0.000794582 -3.95646e-05 -0.000285396 -0.000134571 -0.000882758 -0.000443213 -0.000773809 -0.00163636 0.000598214 0.000209974 -0.00128467 0.00163137 0.000735632 -0.00188444 0.001728 -0.000343949 -0.000973451 0.00223602
internal_weight=2938 756 2182 495 345 2052 1938 252 141 116 1686 1244 442 1000 886 861 424 360 335 231 437 380 126 244 86 214 114 313 225 150
internal_count=2938 756 2182 495 345 2052 1938 252 141 116 1686 1244 442 1000 886 861 424 360 335 231 437 380 126 244 86 214 114 313 225 150
cat_boundaries=0 29 31 57 86 88 89 90 92 94 95 96 97 98 99 100
cat_threshold=0 12 0 134217728 65536 0 262144 2147483648 0 0 0 131076 10240 1048576 0 0 0 0 0 8192 384 0 0 0 0 16384 64 0 524416 237602 34 1073741824 0 0 0 2147483648 0 0 0 0 32768 0 33554432 0 0 0 0 0 0 4096 0 0 0 0 8 0 32768 0 0 0 0 65536 0 0 2147483648 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 0 0 0 16384 0 0 524288 49154 512 145 17911040 1182720 32 183298 32 272 138 16826688 49472 4 4
is_linear=0
shrinkage=0.04


Tree=729
num_leaves=31
num_cat=11
split_feature=7 8 12 8 12 0 9 7 12 1 9 2 2 2 2 2 5 2 1 9 2 0 2 0 4 2 0 2 2 11
split_gain=1.3577 0.633627 0.509545 0.472724 0.493862 0.626047 0.41872 0.461031 0.578609 0.355067 0.328202 0.410626 0.513587 0.349563 0.292832 0.399335 0.287922 0.318903 0.272601 0.260057 0.302708 0.243859 0.297874 0.243247 0.280794 0.431626 0.20407 0.17871 0.240541 0.171862
threshold=0 1 2 3 4 8.5000000000000018 5 6 7 4.5000000000000009 8 95.500000000000014 37.500000000000007 7.5000000000000009 9.5000000000000018 52.500000000000007 4.5000000000000009 9.5000000000000018 5.5000000000000009 9 122.50000000000001 35.850000000000009 59.500000000000007 44.07500000000001 972430000.00000012 1.5000000000000002 44.07500000000001 41.500000000000007 14.500000000000002 10
decision_type=9 9 9 9 9 10 9 9 9 10 9 10 10 10 10 10 8 10 8 9 8 10 8 10 8 10 10 10 10 9
left_child=2 21 14 16 19 -6 -7 8 9 -8 11 12 26 -12 -1 -16 17 -3 -10 29 27 -2 -23 24 -4 -26 -9 28 -21 -5
right_child=1 3 23 4 5 6 7 10 18 -11 13 -13 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.1649476909537547e-05 -6.6931994005649821e-06 -0.000130838478386315 1.8046266374719265e-05 3.199385439955904e-07 -4.5152713539260891e-05 1.7893373949172249e-05 8.0561568563155581e-06 -5.0065154879107699e-06 -3.7135150549499928e-07 -2.4005558476237631e-06 1.0459328605514284e-05 -5.4488990933161614e-05 5.5820646100714468e-06 2.3823204828317076e-07 4.6776177871058225e-06 -1.0524671996028713e-06 6.1202708940078251e-06 2.3631203884090599e-06 3.4633700900695726e-06 1.6435499504606474e-05 -3.3555075258210274e-05 -5.4327057243630007e-06 2.1178332659901059e-05 -1.8649083652315557e-05 -7.1393032969246676e-05 -1.8101671753590309e-06 2.8353650243504699e-05 9.3097378814747159e-06 -2.1577966927611083e-05 7.9736888886509219e-06
leaf_weight=35 41 27 27 198 29 109 29 150 118 72 217 37 42 538 47 35 289 58 42 69 25 40 27 25 26 125 36 25 46 330
leaf_count=35 41 27 27 198 29 109 29 150 118 72 217 37 42 538 47 35 289 58 42 69 25 40 27 25 26 125 36 25 46 330
internal_value=0.000485763 0.000789252 -0.00193353 0.000922707 0.000682054 0.000248951 0.000373832 0.000157895 -0.00130882 -0.00353571 0.000543162 -0.000652174 -3.49343e-05 0.000966058 0.00021875 0.00154217 0.00222338 0.000232558 0.000233918 0.00155114 0.000113637 -0.00208403 -0.000764706 -0.0031215 -0.00272626 -0.00339474 -0.000941176 0.000851064 0.000172414 0.00198887
internal_weight=2914 2594 320 2486 2112 1419 1390 1281 261 101 1020 265 228 755 117 82 374 85 160 693 165 108 67 203 178 151 186 140 115 528
internal_count=2914 2594 320 2486 2112 1419 1390 1281 261 101 1020 265 228 755 117 82 374 85 160 693 165 108 67 203 178 151 186 140 115 528
cat_boundaries=0 18 44 46 76 78 80 97 98 100 102 104
cat_threshold=268435457 0 33554432 2099204 524288 8194 0 268435456 0 32 0 384 0 0 0 0 0 384 268435472 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 2147483648 0 4194304 0 0 32768 68247552 32 0 8 0 0 65536 1 0 2147483648 0 0 0 131076 10240 0 0 0 0 0 0 0 0 0 0 0 0 16384 68 0 524288 4096 84945984 2 1073741824 4 2 0 603979776 0 0 0 0 131072 2048 0 8192 0 0 0 0 0 4096 147458 1 12320 1 26624 32 1024
is_linear=0
shrinkage=0.04


Tree=730
num_leaves=31
num_cat=9
split_feature=7 7 8 12 0 17 9 1 2 12 13 2 0 2 2 0 2 2 0 2 1 1 2 2 2 0 12 2 0 2
split_gain=1.10673 0.768415 0.54075 0.689208 0.740938 0.565974 0.51448 0.609389 0.504145 0.48435 0.392768 0.584618 0.396166 0.414471 0.368939 0.365031 0.34507 0.615122 0.323448 0.294809 0.288247 0.249055 0.299153 0.313642 0.224165 0.221573 0.210838 0.26449 0.205622 0.196896
threshold=0 1 2 3 12.250000000000002 4 5 1.5000000000000002 8.5000000000000018 6 7 24.500000000000004 29.500000000000004 51.500000000000007 4.5000000000000009 16.750000000000004 79.500000000000014 36.500000000000007 40.250000000000007 1.5000000000000002 5.5000000000000009 5.5000000000000009 30.500000000000004 18.500000000000004 80.500000000000014 40.250000000000007 8 85.500000000000014 30.500000000000004 12.500000000000002
decision_type=9 9 9 9 8 9 9 10 8 9 9 10 10 10 10 10 10 10 10 10 8 8 8 10 10 8 9 8 10 10
left_child=9 8 26 4 -4 25 16 -8 -2 14 11 -9 13 -13 -1 -16 17 19 29 -7 -21 22 23 -10 -24 -5 27 28 -3 -12
right_child=1 2 3 5 -6 6 7 10 21 -11 18 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.5188606975969137e-05 -3.8258870746562078e-05 -9.8156783129724052e-07 -3.1951976263396314e-06 -4.9983194770675258e-06 1.1624319097346498e-06 -0.00011455384142297223 -0.0003708216312309093 4.3929665559510173e-06 3.4895354121326546e-06 2.2636712129269329e-06 2.553268468805438e-05 -1.0748460731621715e-06 6.1460167579614906e-06 -1.4036592753481671e-07 2.0863792778802677e-06 -9.0586229296358181e-07 6.7194502229479347e-06 -0.00029022858334752031 -2.1678279954969579e-06 -1.6895091863466737e-05 9.6060525942213119e-06 -1.1073345577827221e-05 2.9871375112141323e-05 -1.0586938760537465e-05 -2.5095579852412548e-07 -3.6092844538262585e-05 4.4269056750756649e-06 -5.1261149809602097e-05 2.0893446715188862e-05 2.0936058179918709e-06
leaf_weight=34 32 26 43 83 608 29 49 124 47 541 71 28 40 28 39 172 33 29 43 106 28 43 28 34 32 29 231 35 111 154
leaf_count=34 32 26 43 83 608 29 49 124 47 541 71 28 40 28 39 172 33 29 43 106 28 43 28 34 32 29 231 35 111 154
internal_value=0.000313886 -0.000159629 9.90203e-05 -0.000247396 0.000731118 -0.000976271 -0.000558861 0.000124088 -0.00236123 0.00158595 0.000556237 -0.000692641 -0.00305155 -0.00519298 7.81251e-05 -0.00054717 -0.00211864 -0.0028601 0.00154839 -0.00187805 -0.00106667 -0.00164324 -0.000816901 -0.00239024 0.00131148 -0.00351219 0.00138164 0.000262295 0.00107246 0.00221239
internal_weight=2930 2144 1928 1525 651 874 762 537 216 786 488 220 96 56 245 211 225 192 268 163 134 184 141 81 60 112 403 172 137 225
internal_count=2930 2144 1928 1525 651 874 762 537 216 786 488 220 96 56 245 211 225 192 268 163 134 184 141 81 60 112 403 172 137 225
cat_boundaries=0 17 35 61 63 64 66 68 69 70
cat_threshold=268451840 129 1074790400 524804 34 134217792 131072 8192 0 8192 8224 0 0 268435456 0 0 1073741968 3 268435456 33554432 2048 524288 8192 0 0 0 402653216 0 256 0 0 0 32 0 128 1073741824 8 0 0 0 1 262144 2147483648 0 0 0 131076 8192 0 0 4096 0 0 0 0 128 0 0 0 0 16384 84082784 34 9 1 16436 84019232 34 2 65602
is_linear=0
shrinkage=0.04


Tree=731
num_leaves=31
num_cat=7
split_feature=7 7 0 9 12 2 3 3 3 2 3 2 3 11 2 0 2 3 3 2 2 5 0 11 0 2 0 2 2 12
split_gain=0.90175 0.65881 0.60991 0.593989 0.775644 0.542042 0.408943 0.401881 0.414568 0.375625 0.467353 0.442499 0.335758 0.333738 0.710077 0.492108 0.490842 0.276203 0.43951 0.367196 0.381443 0.698701 0.422214 0.273217 0.395168 0.273243 0.281125 0.251124 0.369769 0.224654
threshold=0 1 44.07500000000001 2 3 2.5000000000000004 2005.5000000000002 2019.5000000000002 2014.5000000000002 25.500000000000004 1995.5000000000002 253.50000000000003 1994.5000000000002 4 42.500000000000007 40.250000000000007 114.50000000000001 2001.5000000000002 2005.5000000000002 45.500000000000007 34.500000000000007 3.5000000000000004 21.500000000000004 5 38.57500000000001 176.00000000000003 9.5000000000000018 47.500000000000007 9.5000000000000018 6
decision_type=9 9 10 9 9 10 8 10 10 10 10 10 10 9 10 10 10 10 10 10 10 8 10 9 10 8 10 10 8 9
left_child=9 2 12 6 5 -5 -3 8 13 -1 -11 -12 27 16 15 -15 17 19 -19 20 21 -7 -22 24 -6 26 -25 28 -2 -8
right_child=1 3 -4 4 23 7 29 -9 -10 10 11 -13 -14 14 -16 -17 -18 18 -20 -21 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=1.2109052070945819e-05 -3.8002025628065364e-05 -1.798220422956254e-05 -1.2980476090225265e-05 3.9524347425858305e-06 1.3430345246869172e-06 -1.4851904912417752e-05 7.8307544331316127e-06 -4.1704147267615562e-05 2.6125871163518261e-05 3.7610258241536168e-06 -1.6177396359254477e-06 3.4672695423306048e-05 0.00069724726392914884 -2.1588067321730558e-05 4.3094583985866549e-07 -2.3022321422286659e-05 -1.4133446904685115e-05 -0.00054719811042774371 0.001273878534158845 1.0709508286765868e-06 -2.7982361751163292e-06 5.4825671484299705e-07 -5.562829482650171e-05 -4.7735559751436748e-07 -1.8654261064887325e-06 -1.2071485532744555e-06 1.3354966546554706e-06 -5.3808726063106243e-06 2.9926086309074407e-07 2.4449910480466491e-06
leaf_weight=280 26 29 32 133 31 96 129 28 40 153 50 37 31 54 77 30 28 25 31 124 28 216 28 53 71 123 574 36 87 263
leaf_count=280 26 29 32 133 31 96 129 28 40 153 50 37 31 54 77 30 28 25 31 124 28 216 28 53 71 123 574 36 87 263
internal_value=0.000466033 0.000136401 -0.00193722 0.000343835 2.221e-05 -0.000767123 0.00167593 -0.00116625 -0.000992288 0.00195857 0.000829876 -0.0015 -0.00110497 -0.00120867 -0.00276744 -0.00545882 -0.000708688 -0.00045173 -0.00308772 -0.000146044 -0.000780488 -0.000230032 -0.00378947 0.000889919 -0.00099115 0.00115637 0.00150955 -0.00189333 -0.000947368 0.00205598
internal_weight=2943 2423 212 2211 1790 938 421 805 777 520 240 87 180 737 161 84 576 548 56 492 368 312 56 852 102 750 627 149 113 392
internal_count=2943 2423 212 2211 1790 938 421 805 777 520 240 87 180 737 161 84 576 548 56 492 368 312 56 852 102 750 627 149 113 392
cat_boundaries=0 17 35 37 39 41 43 45
cat_threshold=2 129 1140858880 2097664 2 134217728 0 541073408 2048 134225920 32 0 0 268435456 0 0 16 1 268435456 0 2048 0 8256 0 268435456 0 268435488 8192 128 0 0 0 0 0 256 1073741825 16388 67938 2 32804 1024 49152 2147484672 67872 32
is_linear=0
shrinkage=0.04


Tree=732
num_leaves=31
num_cat=13
split_feature=7 8 0 12 4 12 5 6 17 0 0 7 9 7 0 12 0 11 0 13 4 5 4 3 3 3 6 3 4 0
split_gain=1.15881 0.864836 0.954403 0.558298 0.667036 0.500747 0.586069 0.427389 0.443157 0.625478 0.591171 0.38641 0.379529 0.369049 0.332888 0.298353 0.464243 0.270908 0.346795 0.264162 0.236814 0.22771 0.223378 0.35334 0.216882 0.177383 0.273327 0.179359 0.160736 0.153423
threshold=0 1 54.500000000000007 2 425.00000000000006 3 1.5000000000000002 4 5 39.07500000000001 40.675000000000004 6 7 8 35.250000000000007 9 18.500000000000004 10 40.250000000000007 11 20282.500000000004 1.0000000180025095e-35 2867949500.0000005 2004.5000000000002 2014.5000000000002 2005.5000000000002 12 2015.5000000000002 5595120000.000001 18.500000000000004
decision_type=9 9 10 9 8 9 8 9 9 10 10 9 9 9 8 9 10 9 10 9 8 10 8 8 10 8 9 8 10 10
left_child=3 12 5 -1 -5 6 -3 8 10 15 -7 -8 20 17 -9 29 -17 -6 -19 -11 -2 -22 -16 -24 -25 -13 27 -27 -14 -10
right_child=1 2 -4 4 13 7 11 14 9 19 -12 25 28 -15 22 16 -18 18 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-6.4479431883567666e-07 -2.2552440177133766e-06 -1.2268744726714702e-05 -1.7490780388245595e-05 -4.5269326428919583e-05 4.7933434906090026e-06 -5.1027680724425221e-06 -4.8514926542418574e-07 3.688179501458057e-06 -7.6762455803222331e-08 1.3849066247940641e-06 -0.00027923440227256227 -3.2787400905913586e-05 9.6400634701777974e-06 1.3152667692024227e-05 -6.3416723364523988e-07 -2.0760701963336465e-07 -5.2724262133448844e-05 9.3685867655820816e-07 -3.3807272227393354e-05 1.0243053183527616e-05 -2.5516351751916712e-05 7.8718306841423135e-07 0.00066699317820329159 -4.4070185196677787e-05 -1.8471579171897704e-05 6.7638233772709319e-06 7.1039216894860644e-08 1.7860267280908664e-05 -1.2436687438239597e-05 9.2508525590760807e-06
leaf_weight=101 25 51 26 32 194 78 154 58 70 104 26 66 278 213 47 107 55 167 25 164 31 70 27 176 33 40 283 192 25 33
leaf_count=101 25 51 26 32 194 78 154 58 70 104 26 66 278 213 47 107 55 167 25 164 31 70 27 176 33 40 283 192 25 33
internal_value=0.000313008 -0.000145291 -0.000533037 0.00167968 0.00212461 -0.00042153 0.000331242 -0.00101921 -0.000388889 9.55884e-05 -0.00264348 0.000625 0.00144545 0.00246 -0.00214773 -0.0012782 -0.0022659 0.00157179 0.000433498 0.00145725 -0.000408759 0.000431373 -0.00277465 -0.00327426 -0.00382857 0.00108784 0.00135659 0.00233745 0.00220382 0.00045614
internal_weight=2951 2219 1790 732 631 1764 786 978 637 533 104 735 429 599 341 265 162 386 192 268 126 101 283 236 209 581 515 232 303 103
internal_count=2951 2219 1790 732 631 1764 786 978 637 533 104 735 429 599 341 265 162 386 192 268 126 101 283 236 209 581 515 232 303 103
cat_boundaries=0 17 43 45 47 48 49 66 68 85 86 89 90 91
cat_threshold=268451842 1 1611669504 2621440 524290 134217728 131072 805314560 0 8192 32 64 16 268435456 0 0 1073741968 16 2054 0 0 0 0 262144 2147483648 0 0 0 2052 0 512 0 0 0 0 0 8192 256 0 0 0 0 268451840 131072 32 67314720 34 204 40 0 0 67108864 4 0 0 0 0 65536 0 0 128 0 0 0 0 4096 0 12288 268435458 1 8192 0 2 0 131072 805306368 0 0 0 0 16 0 0 0 1073741824 17858624 4 2147484672 524288 4 326
is_linear=0
shrinkage=0.04


Tree=733
num_leaves=31
num_cat=11
split_feature=7 0 3 11 7 0 0 0 11 12 12 12 4 4 13 3 6 3 3 1 5 0 5 1 0 17 6 1 0 3
split_gain=0.974214 0.612512 0.572238 0.54081 0.685019 0.566228 0.541674 0.555853 0.508556 0.51243 0.461653 0.353019 0.584587 0.6158 0.317019 0.314259 0.283282 0.266106 0.253381 0.252278 0.247622 0.243882 0.203646 0.202771 0.197064 0.178767 0.196153 0.175391 0.296038 0.157595
threshold=0 42.250000000000007 2006.5000000000002 1 2 37.750000000000007 36.400000000000006 21.500000000000004 3 4 5 6 6670500000.000001 16000.000000000002 7 2003.5000000000002 8 2023.5000000000002 2011.5000000000002 5.5000000000000009 1.5000000000000002 24.500000000000004 2.5000000000000004 5.5000000000000009 42.250000000000007 9 10 5.5000000000000009 42.250000000000007 2008.5000000000002
decision_type=9 10 8 9 9 8 10 10 9 9 9 9 8 10 9 10 9 8 10 8 8 10 8 10 10 9 9 8 10 10
left_child=1 2 -1 4 18 8 7 -6 9 -5 27 -8 13 20 -11 -10 24 -4 -2 21 -13 -19 -23 25 -12 -14 -27 28 -7 -28
right_child=3 -3 17 5 6 10 11 -9 15 14 16 12 23 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0023759756130298333 3.4893305419214888e-06 -0.0001006054039910042 -1.1004966363158818e-05 5.9184143563624928e-07 5.6188861302795098e-07 -8.0363635011422951e-06 2.7671952860341065e-05 -1.4530103642671249e-05 2.5913314543165617e-05 3.8826224701982577e-07 -1.608841607616771e-05 6.7224463325122509e-05 -1.2665027751514072e-06 -0.00010831383709507685 -3.7411959246862417e-07 -2.3142119953754164e-05 4.6795941191357866e-06 -4.2133152225872509e-07 -3.1990790102249446e-07 -1.4493066492601754e-05 -3.1784352691957026e-05 -4.3934218970231394e-07 5.7525253873611988e-06 0.00011126597792285492 9.0280947618623689e-05 1.0209021626829506e-05 -3.3604365826869509e-06 -3.9147030004421748e-05 7.6456632217901675e-05 0.00013754958141557724
leaf_weight=30 276 32 29 121 45 97 393 55 287 102 71 29 122 28 295 26 160 32 25 27 53 25 59 58 38 136 126 51 41 47
leaf_count=30 276 32 29 121 45 97 393 55 287 102 71 29 122 28 295 26 160 32 25 27 53 25 59 58 38 136 126 51 41 47
internal_value=0.000529311 -0.00189388 -0.00114286 0.000745637 0.0012906 0.000150769 0.000805077 -0.0019802 0.000774039 -1.51227e-05 -0.000976035 0.00109567 0.000452459 -0.00216216 -0.000715686 0.00201235 0.000128572 -0.00203468 0.00296154 -0.00130556 -0.000385542 -0.000478632 0.000658824 0.00105306 -0.00136667 0.00075 0.0012375 -0.00242 -0.00178417 0.000282609
internal_weight=2916 234 202 2682 1393 1289 1092 100 831 518 458 992 599 110 397 313 269 172 301 143 82 116 84 489 109 431 309 189 138 173
internal_count=2916 234 202 2682 1393 1289 1092 100 831 518 458 992 599 110 397 313 269 172 301 143 82 116 84 489 109 431 309 189 138 173
cat_boundaries=0 18 21 38 41 42 44 46 47 48 49 50
cat_threshold=2 0 67108864 2048 0 8258 0 0 0 402653216 0 256 0 0 0 0 0 128 67108868 2148598784 524289 1 0 262144 4 2 0 4325376 537001984 2048 8192 0 0 0 0 0 0 4096 32 0 6144 68222978 16450 32 85034016 2 4 92 28 282
is_linear=0
shrinkage=0.04


Tree=734
num_leaves=31
num_cat=6
split_feature=8 9 8 0 5 2 2 0 2 2 0 6 2 2 0 2 9 0 0 2 2 2 5 3 2 2 18 0 3 2
split_gain=0.92234 0.549651 0.496663 0.670886 0.357085 0.322757 0.86224 0.457872 0.470041 0.602047 0.353667 0.322504 0.35535 0.398911 0.312353 0.273213 0.256656 0.254252 0.23539 0.275149 0.40184 0.227198 0.22436 0.22343 0.326136 0.372646 0.222289 0.202352 0.17102 0.167093
threshold=0 1 2 18.500000000000004 2.5000000000000004 27.500000000000004 36.500000000000007 16.750000000000004 103.50000000000001 136.50000000000003 47.750000000000007 3 16.500000000000004 21.500000000000004 32.500000000000007 5.5000000000000009 4 37.750000000000007 39.07500000000001 10.500000000000002 4.5000000000000009 272.00000000000006 1.0000000180025095e-35 2007.5000000000002 37.500000000000007 71.500000000000014 5 30.500000000000004 2005.5000000000002 9.5000000000000018
decision_type=9 9 9 10 10 10 10 10 10 10 10 9 8 10 10 10 9 10 10 10 8 10 10 8 10 10 9 10 8 10
left_child=-1 11 3 -3 5 10 14 -8 26 -10 16 -2 15 -14 -7 -13 29 27 -18 20 -20 -19 -21 -5 -25 -26 -9 -11 -28 -4
right_child=1 2 4 23 -6 6 7 8 9 17 -12 12 13 -15 -16 -17 18 21 19 22 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=5.750606650957042e-06 3.3218118551059245e-06 9.6696479104707585e-07 1.1347469416473149e-06 5.3682617269791322e-06 6.1569494900324583e-06 -3.585687559684107e-07 -1.5842660036486074e-07 -5.3076579564848268e-06 -1.2801334271197731e-05 -1.5711829134720553e-06 -6.0477819596054772e-06 -1.4993415657643115e-05 -0.00012346330935246919 -9.0750100131478539e-09 -8.7141065599868295e-05 9.6797776108472345e-06 1.8794126641661676e-05 5.3065448073305172e-05 0.00010255494178033855 0.0023638366263851887 -7.5531164010769205e-05 -6.0043792749934011e-05 -9.8528590479290206e-07 -1.8970789925567552e-06 -1.2585722594194469e-06 -2.3170624337098028e-06 -3.8739275590573206e-05 0.00018816955374655799 3.4582345439602192e-06 2.0132999442472041e-06
leaf_weight=282 370 27 393 25 54 60 178 39 26 25 45 50 29 104 50 80 30 39 30 48 73 50 42 125 31 26 37 35 181 357
leaf_count=282 370 27 393 25 54 60 178 39 26 25 45 50 29 104 50 80 30 39 30 48 73 50 42 125 31 26 37 35 181 357
internal_value=0.000354861 0.000118352 -0.000204222 -0.00189388 2.66224e-05 -7.36054e-05 -0.00072122 -0.000130933 0.000572748 -0.00102273 0.000384691 0.00113665 4.37958e-05 -0.00140298 -0.00396396 0.00152672 0.000546201 -2.66665e-05 -0.000632478 -0.00117526 -0.00257692 -0.00137778 0.000439561 -0.00275 -0.00323497 -0.00572414 0.00165891 0.00196721 0.00215525 0.000893561
internal_weight=2941 2659 2026 234 1792 1738 720 610 432 175 1018 633 263 133 110 130 973 149 223 193 103 89 90 207 182 57 257 60 218 750
internal_count=2941 2659 2026 234 1792 1738 720 610 432 175 1018 633 263 133 110 130 973 149 223 193 103 89 90 207 182 57 257 60 218 750
cat_boundaries=0 26 28 54 55 57 58
cat_threshold=16 2048 0 0 65536 0 524288 0 0 0 0 131076 0 1024 0 0 0 0 0 8192 0 0 4194304 0 0 16384 1073873153 16516 1342177280 8 0 0 2147483648 0 0 0 0 0 0 0 8192 0 0 0 0 0 4096 0 256 0 0 8 0 32768 154 0 10256 4
is_linear=0
shrinkage=0.04


Tree=735
num_leaves=31
num_cat=11
split_feature=8 8 12 6 0 2 8 11 2 9 2 12 2 0 2 3 2 0 2 2 2 2 2 3 0 18 2 8 6 4
split_gain=1.19835 0.768838 0.926102 0.588423 0.413123 0.529047 0.437922 0.409717 0.672049 0.346362 0.300434 0.238907 0.237889 0.217245 0.697575 0.196293 0.194982 0.216865 0.281125 0.273209 0.231363 0.259419 0.185906 0.540338 0.479936 0.231677 0.230303 0.178119 0.229294 0.244403
threshold=0 1 2 3 40.250000000000007 1472.5000000000002 4 5 6.5000000000000009 6 8.5000000000000018 7 5.5000000000000009 44.07500000000001 24.500000000000004 1962.0000000000002 77.500000000000014 9.5000000000000018 43.500000000000007 14.500000000000002 20.500000000000004 35.500000000000007 10.500000000000002 1994.5000000000002 47.750000000000007 8 1.0000000180025095e-35 9 10 390.00000000000006
decision_type=9 9 9 9 8 10 9 9 10 9 10 9 8 10 10 10 10 10 10 10 10 10 10 10 10 9 10 9 9 10
left_child=-1 2 9 12 5 7 13 8 -3 16 -5 -9 -4 14 -6 -12 17 -2 19 -19 -21 -22 24 25 26 -24 -8 -13 29 -29
right_child=1 4 3 10 6 -7 22 11 -10 -11 15 27 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.2192259005501795e-05 -5.4067255586512701e-06 -0.00010564897612474411 9.2566625191636837e-07 -3.8884515682679212e-05 3.8496837633080517e-06 -3.4519323524918542e-06 -9.0260180135119908e-05 8.5920438135671594e-07 1.6083859641868051e-06 2.292635585000917e-06 -1.3292627176792723e-05 4.6966233200389324e-08 -2.6104441520607103e-07 0.0001106971203682662 -1.9351915100610019e-05 -2.1587415237865416e-05 -1.3884969924381162e-06 2.4411481574988752e-06 9.1777575838305114e-07 -3.8819175629825931e-07 2.0539928622940949e-08 -1.7805753865220882e-07 -1.4695257097415705e-05 -3.5529795441654803e-05 -2.3325448440532956e-05 9.8279170666903168e-06 7.7897749290542698e-06 1.9784614360579065e-05 8.7050709032642259e-06 -6.7558968120615207e-06
leaf_weight=220 29 39 38 34 41 36 54 185 199 117 42 101 299 75 25 26 50 65 38 29 42 29 26 25 39 71 44 488 370 47
leaf_count=220 29 39 38 34 41 36 54 185 199 117 42 101 299 75 25 26 50 65 38 29 42 29 26 25 39 71 44 488 370 47
internal_value=0.00052394 0.000284451 -0.000716136 -0.00196444 0.000735608 0.00105048 -0.000399002 0.00117203 -0.000353414 0.000673171 -0.00453097 0.00146755 -0.00106897 0.00134211 -0.000238806 -0.00649275 -0.000109215 0.000377683 0.000843137 0.000120482 -0.00118812 5.55557e-05 -0.00134815 -0.000260162 -0.0024058 0.00110204 -0.000888889 0.00171485 0.00189956 0.00245421
internal_weight=2923 2703 838 439 1865 1465 400 1429 238 399 102 1191 337 141 66 68 282 232 203 165 100 71 259 122 137 97 98 1006 905 535
internal_count=2923 2703 838 439 1865 1465 400 1429 238 399 102 1191 337 141 66 68 282 232 203 165 100 71 259 122 137 97 98 1006 905 535
cat_boundaries=0 27 56 58 59 73 75 77 78 79 102 103
cat_threshold=1073741840 2048 0 0 73728 0 0 0 0 32768 0 131072 2048 0 0 0 0 0 0 0 0 0 0 0 0 268451840 64 268435456 0 4 0 2147483648 0 0 0 0 0 0 2048 64 0 0 4096 0 0 33558528 2048 2147483904 0 16777216 8 0 0 0 0 524288 17893408 34 8 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 32 1536 0 2048 83918848 4 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 4194304 270
is_linear=0
shrinkage=0.04


Tree=736
num_leaves=31
num_cat=11
split_feature=8 7 8 12 0 7 3 8 2 3 0 12 2 12 6 3 6 2 12 2 2 2 2 2 2 4 2 2 0 2
split_gain=0.949631 0.703428 0.766701 0.519074 0.762235 0.443308 0.439709 0.309246 0.543838 0.608219 0.644932 0.25476 0.458053 0.247269 0.491224 0.502641 0.438445 0.455624 0.466875 0.307671 0.253708 0.252868 0.225398 0.213602 0.181225 0.17261 0.16775 0.179003 0.22547 0.190253
threshold=0 1 2 3 39.07500000000001 4 2015.5000000000002 5 111.00000000000001 1980.5000000000002 39.07500000000001 6 89.500000000000014 7 8 1998.5000000000002 9 25.500000000000004 10 89.500000000000014 1.5000000000000002 9.5000000000000018 13.500000000000002 4.5000000000000009 13.500000000000002 86.000000000000014 7.5000000000000009 51.500000000000007 16.750000000000004 27.500000000000004
decision_type=9 9 9 9 10 9 10 9 10 10 10 9 10 9 9 10 9 8 9 8 10 10 10 10 10 10 10 10 10 10
left_child=-1 3 23 4 -2 11 7 -7 13 10 -10 12 25 14 19 20 -15 18 21 26 -16 -18 -20 -3 -25 -4 -9 28 -28 -30
right_child=1 2 5 -5 -6 6 -8 8 9 -11 -12 -13 -14 16 15 -17 17 -19 22 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=9.4251909352955711e-06 -1.3454111158669597e-05 1.7537443380324878e-05 9.2988467519449649e-06 -1.4898582786527286e-09 -8.1606501988971845e-06 1.3495786723909136e-06 5.9706904635154112e-06 1.3480583882474831e-05 2.1861495782864144e-05 -1.5125494055656802e-05 -1.947205757039432e-05 8.6142704329485403e-05 -5.3528500892693845e-05 -2.2688122472871986e-07 -0.00013798690955133219 -0.00012663265495924103 1.4932348229575769e-06 1.8216065646734352e-05 -6.6449683851951709e-07 -1.1360145293491428e-06 4.3515817623449123e-06 3.3009205779645184e-05 -3.8781267621741445e-06 -2.5373589455689743e-05 -1.1027910849668076e-05 4.4951933256385248e-05 6.6093228997503405e-07 4.5175907905915022e-06 2.5374928103590804e-06 -9.9530228345840973e-07
leaf_weight=348 37 29 114 128 76 112 147 69 30 36 54 154 31 681 27 28 49 133 74 45 95 51 57 25 53 39 55 45 77 48
leaf_count=348 37 29 114 128 76 112 147 69 30 36 54 154 31 681 27 28 49 133 74 45 95 51 57 25 53 39 55 45 77 48
internal_value=0.000389417 0.000121073 0.000334318 -0.00188889 -0.00377419 0.000496906 0.000255717 8.14942e-05 -6.24623e-05 -0.00264463 -0.000752941 0.00181089 0.000697436 0.000140717 0.000872 -0.000993789 -0.000208333 0.000896 -0.000155172 0.00170286 6.50408e-05 0.0018018 -0.00166197 -0.00281356 -0.0041519 0.00163636 0.00222373 0.00168142 0.00110497 0.00015873
internal_weight=2947 2599 2358 241 113 2251 1913 1766 1654 120 84 338 184 1534 489 150 1045 364 231 339 122 100 131 107 78 153 294 225 180 125
internal_count=2947 2599 2358 241 113 2251 1913 1766 1654 120 84 338 184 1534 489 150 1045 364 231 339 122 100 131 107 78 153 294 225 180 125
cat_boundaries=0 30 48 78 79 96 125 127 129 130 131 133
cat_threshold=268435472 2052 0 0 65536 0 0 2147483648 1 32768 0 131076 0 0 0 0 0 0 0 8192 0 0 0 0 0 16384 0 0 0 8192 0 268435456 67108864 2560 0 64 33554432 0 33554432 32 8192 128 0 0 0 0 0 128 1073741824 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 32768 0 0 0 4096 67144962 131074 1 1048576 2097152 2 0 0 8192 2048 134217728 32 0 0 0 0 32 1073745936 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 4194304 0 0 0 64 0 524288 8258 32 68160514 2 456 216 155904 32
is_linear=0
shrinkage=0.04


Tree=737
num_leaves=31
num_cat=9
split_feature=7 7 8 3 2 4 0 8 4 5 14 5 2 0 3 6 9 3 2 2 2 2 9 11 2 2 0 2 2 2
split_gain=1.28671 0.799426 0.667485 0.476629 0.497234 0.473692 0.462213 0.447133 0.441608 0.379457 0.323901 0.316659 0.366944 0.410609 0.444722 0.323264 0.337927 0.382351 0.29763 0.276217 0.49263 0.276001 0.251957 0.310418 0.322834 0.2866 0.24503 0.195466 0.364953 0.190498
threshold=0 1 2 2014.5000000000002 26.500000000000004 499885000.00000006 35.600000000000009 3 18214475000.000004 3.5000000000000004 4 1.5000000000000002 35.500000000000007 29.500000000000004 1999.5000000000002 5 6 2004.5000000000002 7.5000000000000009 77.500000000000014 64.500000000000014 14.500000000000002 7 8 32.500000000000007 1.5000000000000002 38.20000000000001 27.500000000000004 9.5000000000000018 18.500000000000004
decision_type=9 9 9 8 10 10 10 9 8 8 9 8 10 10 8 9 9 10 10 10 10 8 9 9 10 10 10 10 8 10
left_child=6 22 3 -3 9 7 -1 -4 -8 -5 11 21 15 19 -15 16 29 -18 -10 20 -14 -9 26 24 -24 -25 -2 28 -28 -13
right_child=1 2 5 4 -6 -7 8 10 18 -11 -12 12 13 14 -16 -17 17 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-1.0825999894395386e-05 2.8457468603010053e-06 8.3615678917614532e-06 4.8960547770512928e-05 -1.0258499495610096e-05 -3.8528054032220395e-06 0.00039021049946608936 -8.2803984033759262e-05 -1.1086540235698299e-05 0.00030489534092767597 1.7242258360719872e-07 -9.3501021251224808e-07 -6.0897442393461921e-07 -1.7408653859132956e-07 -1.2818882060952328e-05 1.0768884748938476e-05 1.8460311281661974e-06 6.7528816956677391e-05 -3.0961917918117557e-05 -1.2996711919678226e-06 -1.3568737770834492e-06 7.6529554408610475e-07 3.9908114980334061e-06 -2.3515894125359348e-07 1.2275359896461736e-06 7.696939817628421e-07 9.0884832277447585e-06 -3.7358733057724173e-05 -4.303012321700361e-05 0.0013118898062476872 -0.00019470616903166077
leaf_weight=47 38 48 100 26 114 84 32 67 32 154 299 71 117 32 202 464 146 78 113 55 30 50 46 41 54 268 30 25 25 34
leaf_count=47 38 48 100 26 114 84 32 67 32 154 299 71 117 32 202 464 146 78 113 55 30 50 46 41 54 268 30 25 25 34
internal_value=0.000358536 0.000602436 0.000258479 -0.00133711 -0.00197966 0.000563044 -0.00248511 0.000423826 -0.00164045 -0.000662983 0.000253623 0.000518792 0.000712195 -0.000219679 0.000919149 0.00122418 0.00022353 0.00108936 -0.000684931 -0.00153695 -0.000621621 -0.00145763 0.00198513 0.00246667 0.00036036 0.0031125 0.000248062 -0.000987654 0.000357143 -0.00155172
internal_weight=2922 2698 2171 342 294 1829 224 1745 177 180 1645 1346 1229 436 234 793 329 224 145 202 147 117 527 409 100 309 118 80 55 105
internal_count=2922 2698 2171 342 294 1829 224 1745 177 180 1645 1346 1229 436 234 793 329 224 145 202 147 117 527 409 100 309 118 80 55 105
cat_boundaries=0 18 35 64 94 95 96 98 100 101
cat_threshold=0 268435456 1107296256 2621952 65536 8192 0 0 33554432 134217728 8224 8448 0 0 0 0 0 128 16385 129 603979776 4 34 2114 0 536879104 0 8224 0 0 16 0 0 0 1073741840 1342177296 12 4 0 2147483648 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 2048 2147483904 0 0 8 0 0 0 0 524288 0 0 0 0 65536 1 0 2147483648 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 0 0 0 268435456 64 0 0 8192 8321 198 0 20624 0 16560 49184
is_linear=0
shrinkage=0.04


Tree=738
num_leaves=31
num_cat=12
split_feature=7 12 8 8 7 12 3 2 0 2 0 8 9 2 6 9 2 17 2 3 12 2 2 0 2 0 0 2 0 1
split_gain=1.23462 1.1025 0.865406 0.668049 0.603891 0.591963 0.577446 0.702626 0.540253 0.501403 0.567914 0.385404 0.40358 0.549674 0.382476 0.592236 0.588422 0.381837 0.321142 0.700285 0.329667 0.301204 0.487545 0.296665 0.258697 0.245523 0.231348 0.228384 0.184067 0.17983
threshold=0 1 2 3 4 5 2012.5000000000002 17.500000000000004 47.750000000000007 29.500000000000004 18.500000000000004 6 7 4.5000000000000009 8 9 43.500000000000007 10 27.500000000000004 1980.5000000000002 11 5.5000000000000009 15.500000000000002 42.250000000000007 52.500000000000007 39.07500000000001 42.710000000000008 22.500000000000004 37.750000000000007 5.5000000000000009
decision_type=9 9 9 9 9 9 8 10 10 10 10 9 9 10 9 9 8 9 8 10 9 8 8 8 10 10 10 8 10 8
left_child=1 28 -2 9 8 14 -5 -8 -4 -3 24 -7 13 -13 16 17 -6 26 -14 20 29 -19 -23 -17 -11 -9 -16 -24 -1 -20
right_child=2 3 4 6 5 11 7 25 -10 10 -12 12 18 -15 15 23 -18 21 19 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.706041081521169e-07 -1.1173359853050452e-05 8.330895066945638e-07 1.5950935125632587e-05 2.6575956816514921e-06 -8.070196603031817e-05 3.3661496596994244e-06 -6.4248337795682172e-05 -1.9487056785469551e-05 -6.5071994826120624e-06 -4.678479841866455e-07 2.0473665932604994e-06 0.0011753542893285221 4.2013115156210076e-06 -0.00038147536273597628 -6.6756568767353446e-07 4.0468197976135285e-06 0.00024787398448394843 1.1171911281907343e-05 1.5360364665409768e-07 -3.6166556800734147e-06 1.4256376929063594e-06 -8.2603443428606579e-06 8.172457867502929e-06 -2.8718760199617843e-05 -1.3061502964509982e-07 -3.6929470191627564e-06 -0.0003518354459845705 -6.3113487278534659e-08 0.00013001929543816771 -2.3989004196326277e-06
leaf_weight=95 132 70 312 37 60 106 68 27 29 63 28 33 476 75 64 169 40 56 73 63 241 104 57 48 38 41 37 195 38 32
leaf_count=95 132 70 312 37 60 106 68 27 29 63 28 33 476 75 64 169 40 56 73 63 241 104 57 48 38 41 37 195 38 32
internal_value=0.000188446 -0.00158915 0.000566929 -0.00269452 0.000754055 0.000472165 -0.0045 -0.0059562 0.00228409 -0.000971428 -0.00249231 0.00107748 0.000808765 -0.00141176 -0.000332937 1.468e-10 -0.00252252 -0.000740458 0.00109375 0.000282927 0.000991355 -0.000170213 -0.000605042 0.00170175 -0.00388235 -0.00881159 -0.00282143 0.000347826 0.00147222 -0.000862069
internal_weight=2907 505 2402 372 2270 1929 173 136 341 199 129 1099 993 108 830 730 100 513 885 409 346 412 356 217 101 68 101 252 133 105
internal_count=2907 505 2402 372 2270 1929 173 136 341 199 129 1099 993 108 830 730 100 513 885 409 346 412 356 217 101 68 101 252 133 105
cat_boundaries=0 16 17 41 64 81 82 103 105 106 108 109 110
cat_threshold=131072 0 1107296256 2097152 65536 8256 0 131072 2048 134217728 0 128 0 0 0 32 68167712 268435456 0 4 0 0 0 0 0 0 0 0 2048 2048 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 128 0 16777216 3 128 262144 524288 2 0 0 8192 33554432 8224 0 2097152 67108864 0 0 0 1073741968 67264578 0 2056 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 256 0 8352 4 0 14340 19 1050880
is_linear=0
shrinkage=0.04


Tree=739
num_leaves=31
num_cat=10
split_feature=8 7 0 7 8 11 6 0 3 1 0 4 0 0 1 3 0 0 9 4 0 3 7 7 1 3 0 9 3 0
split_gain=1.51931 0.654405 0.485448 0.390029 0.389152 0.408334 0.398935 0.347903 0.329461 0.431426 0.407224 0.3207 0.307486 0.281914 0.328594 0.292 0.277528 0.275463 0.249286 0.261167 0.245534 0.201937 0.215573 0.19993 0.186158 0.179861 0.176196 0.168934 0.45405 0.290396
threshold=0 1 32.500000000000007 2 3 4 5 24.500000000000004 2007.5000000000002 5.5000000000000009 40.250000000000007 208770000.00000003 37.250000000000007 35.250000000000007 5.5000000000000009 1992.5000000000002 10.500000000000002 36.400000000000006 6 625.00000000000011 38.57500000000001 2019.5000000000002 7 8 5.5000000000000009 1998.5000000000002 21.500000000000004 9 2006.5000000000002 42.250000000000007
decision_type=9 9 10 9 9 9 9 10 8 8 10 8 10 10 10 10 10 10 9 8 10 8 9 9 8 10 10 9 10 10
left_child=2 17 11 8 24 20 18 -8 -3 12 -11 -1 -10 -4 15 -15 -13 -2 -7 -20 26 -18 -23 -19 -5 -21 -6 28 29 -9
right_child=1 3 13 4 5 6 7 27 9 10 -12 16 -14 14 -16 -17 21 23 19 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.6161706337648343e-06 6.8172679190425847e-06 0.00029719768402976509 -8.330193770526127e-07 6.5457041804917901e-06 -2.4310178147291977e-06 3.1307208322067655e-05 -4.4295613654095653e-06 -8.5239733119521445e-07 -1.5354060539527431e-06 1.0528738666214061e-05 -2.0978966266022997e-05 -1.2254603527607818e-06 -2.3807636617446351e-06 -1.5976233416927622e-06 -4.0829200960462306e-05 -4.8701594918719777e-05 -3.1148380088508045e-07 6.2262568632649296e-07 -2.0618101478215704e-05 6.9611710299877609e-06 -1.8992867756239118e-05 -3.4487560459647636e-07 9.6494716727744894e-08 8.6955699534873014e-06 -2.7870620581682551e-07 -1.2811585038060099e-06 4.7462407340262937e-06 9.3423800447659445e-06 -7.1997785551976192e-05 9.7916565325310289e-05
leaf_weight=38 102 42 36 241 34 132 39 134 39 45 36 100 101 249 42 35 25 114 36 338 82 111 279 124 57 139 27 143 35 25
leaf_count=38 102 42 36 241 34 132 39 134 39 45 36 100 101 249 42 35 25 114 36 338 82 111 279 124 57 139 27 143 35 25
internal_value=-1.34182e-05 0.000587669 -0.00136069 0.000264977 0.000521385 0.00018383 0.000468992 -0.000558139 -0.00112409 -0.00178378 0.000536586 -0.000628159 -0.00312057 -0.0025124 -0.00212844 -0.00162807 -0.000891473 0.00216524 0.00106707 0.000633588 -0.00174026 -0.000432692 -0.000204603 0.0014728 0.00178641 0.000895398 6.45163e-05 -0.000153846 -0.000897561 -2.49999e-05
internal_weight=2980 2065 915 1725 1462 1164 1021 376 263 221 81 553 140 362 326 284 515 340 645 513 143 415 390 238 298 477 61 337 194 159
internal_count=2980 2065 915 1725 1462 1164 1021 376 263 221 81 553 140 362 326 284 515 340 645 513 143 415 390 238 298 477 61 337 194 159
cat_boundaries=0 30 47 64 91 94 95 97 109 126 128
cat_threshold=1342177280 8 0 134217728 2147483648 0 0 0 0 0 0 2048 10240 0 0 4096 0 0 4096 2048 2147483648 0 16777216 0 0 32768 0 0 0 4096 16384 128 67108864 4 2 0 0 536879104 33554432 16 8192 0 0 268435456 67108864 32 1073741840 268435459 0 536870912 526336 0 0 0 131072 0 32 0 256 0 0 0 0 4096 0 0 0 0 0 1 262144 0 0 0 0 4 0 512 0 0 0 0 0 0 128 0 0 0 0 16384 64 32800 0 524288 390 0 16388 131072 0 0 0 0 0 131072 0 0 0 0 128 0 128 0 4 0 0 0 536870912 33554432 0 8192 0 0 0 0 32 16 0 6144
is_linear=0
shrinkage=0.04


Tree=740
num_leaves=31
num_cat=9
split_feature=7 12 7 2 7 12 2 7 2 2 0 6 0 2 0 7 0 2 2 2 2 3 2 0 2 3 2 2 0 12
split_gain=0.647814 0.71949 0.80321 0.768837 0.379981 0.502552 0.348292 0.317917 0.431095 0.273755 0.299652 0.295088 0.501393 0.365422 0.271849 0.268898 0.520197 0.389961 0.264958 0.331155 0.457197 0.249891 0.239849 0.222306 0.254463 0.289467 0.220651 0.216924 0.203277 0.184985
threshold=0 1 2 169.50000000000003 3 4 6.5000000000000009 5 725.00000000000011 10.500000000000002 44.07500000000001 6 18.500000000000004 25.500000000000004 44.07500000000001 7 40.250000000000007 5.5000000000000009 53.500000000000007 15.500000000000002 5.5000000000000009 1983.0000000000002 32.500000000000007 36.400000000000006 38.500000000000007 1996.5000000000002 79.500000000000014 45.500000000000007 38.57500000000001 8
decision_type=9 9 9 8 9 9 10 9 8 10 10 9 10 10 10 9 10 8 10 10 10 10 10 10 8 10 10 8 10 9
left_child=1 15 6 18 23 9 -3 -7 29 14 11 21 22 -14 -6 28 17 -17 19 20 -4 -11 -13 -2 -25 -26 -20 -19 -1 -9
right_child=4 2 3 -5 5 7 -8 8 -10 10 -12 12 13 -15 -16 16 -18 27 26 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-1.9498651588911009e-07 0.00019684903008878129 -1.6710850710818431e-05 -1.436587138818678e-05 -2.4704927357526632e-05 4.089241963488182e-06 2.5608743359326232e-06 0.00020638986994934546 1.1799048730510063e-07 -7.7080774465003996e-05 -3.3653248332807427e-05 1.0060925399912432e-05 9.942419874990198e-09 -2.0311068820875757e-06 1.8761920327814584e-05 -3.2844743766860871e-05 -6.4647292063539158e-05 -4.7789248851058439e-05 8.9090868519024685e-07 1.2828742003709272e-06 -1.099087867361248e-06 1.8457416493488236e-06 1.3698853976969434e-05 -5.1299918350681465e-06 1.1969088668306372e-05 1.0213421290596139e-05 -5.4120996806918349e-05 -3.5713717162145398e-07 -1.1707348210957976e-07 0.00014365873180009707 1.1279098779651629e-06
leaf_weight=38 70 53 40 34 171 115 56 512 101 95 40 34 56 81 36 37 30 124 28 95 68 29 43 94 58 25 39 120 72 515
leaf_count=38 70 53 40 34 171 115 56 512 101 95 40 34 56 81 36 37 30 124 28 95 68 29 43 94 58 25 39 120 72 515
internal_value=0.000149828 -0.000785799 -0.00195283 -0.00299683 0.000527325 0.000321914 0.000966667 0.00077512 0.000554873 -0.000637584 -0.0012876 -0.00167552 -0.00064 0.000782609 0.000519231 0.00037963 -0.000236025 0.000297872 -0.00236162 -0.00307843 -0.00154128 -0.00314074 -0.00323077 0.00196899 0.0012809 -0.000333333 -0.00017647 0.000881633 0.00198347 0.000805448
internal_weight=2909 834 413 304 2075 1828 109 1243 1128 585 378 338 214 137 207 421 311 281 270 203 108 124 77 247 177 83 67 244 110 1027
internal_count=2909 834 413 304 2075 1828 109 1243 1128 585 378 338 214 137 207 421 311 281 270 203 108 124 77 247 177 83 67 244 110 1027
cat_boundaries=0 18 20 37 54 55 68 69 86 87
cat_threshold=268435459 0 1677721600 2623488 589824 64 0 131072 33556480 134217728 8224 128 0 0 0 0 1073745920 384 84992064 32 268435456 0 0 2099200 0 0 0 0 0 0 32 128 0 0 0 0 4096 0 145 1048576 512 0 0 0 8192 0 8192 0 256 0 268435456 0 0 16 49504 131072 0 0 8196 2 0 0 268435456 0 0 0 0 128 134 0 0 1073741824 0 0 0 0 0 33556480 0 8192 0 0 0 0 0 1073741824 67119106
is_linear=0
shrinkage=0.04


Tree=741
num_leaves=31
num_cat=8
split_feature=7 8 0 8 9 7 0 2 2 2 0 2 3 2 2 9 2 3 6 2 2 5 2 2 0 2 2 6 2 3
split_gain=1.23931 0.752421 0.783767 0.468356 0.453709 0.419835 0.409257 0.381318 0.406815 0.377224 0.363004 0.347316 0.293392 0.301576 0.869126 0.280064 0.453957 0.429267 0.317797 0.557029 0.479008 0.291325 0.274602 0.564015 0.273076 0.241082 0.245455 0.400765 0.515556 0.396117
threshold=0 1 47.750000000000007 2 3 4 42.250000000000007 39.500000000000007 141.50000000000003 13.500000000000002 12.250000000000002 16.500000000000004 1999.5000000000002 77.500000000000014 403.00000000000006 5 725.00000000000011 2010.5000000000002 6 37.500000000000007 13.500000000000002 9.0000000000000018 4.5000000000000009 21.500000000000004 39.07500000000001 131.00000000000003 14.500000000000002 7 24.500000000000004 2004.5000000000002
decision_type=9 9 8 9 9 9 10 10 10 8 10 8 10 10 10 9 8 10 9 10 10 8 10 10 10 10 8 9 8 10
left_child=-1 7 3 6 -5 9 12 -2 24 -6 11 -7 13 -3 -15 16 17 18 21 20 -20 -12 -4 -24 -9 26 29 28 -28 -17
right_child=1 2 22 4 5 10 -8 8 -10 -11 15 -13 -14 14 -16 25 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.2861674152909435e-05 6.2986368943285246e-06 -3.7180997188733978e-06 -7.5205624412562453e-06 2.743586715280645e-06 1.7668229142132027e-06 -1.9189095086352927e-05 5.7786102064527205e-06 -9.2774944840986107e-07 3.7070222698445541e-06 1.0079742206079416e-07 -8.1447057403623721e-07 -7.3112721842465724e-07 2.6653076828212084e-06 -3.0548651584778489e-05 3.1613564412748645e-05 4.9673361183937685e-06 -6.3805270440947268e-05 -2.3962592519938762e-05 -4.3405689176073018e-08 4.2789648208232812e-06 -1.1930811111990039e-05 8.1505538771242789e-05 -4.7903829629089818e-05 -4.4346096393311239e-05 2.3136794693328784e-06 2.1547062076319595e-05 -0.00010832866743869871 1.3446180597108599e-09 -5.9212716312404772e-05 -5.0664731594294553e-05
leaf_weight=213 339 254 39 175 79 25 32 42 49 224 25 66 42 28 29 228 32 41 60 65 52 84 25 43 41 56 37 361 94 67
leaf_count=213 339 254 39 175 79 25 32 42 49 224 25 66 42 28 29 228 32 41 60 65 52 84 25 43 41 56 37 361 94 67
internal_value=5.02037e-05 -0.000183606 -0.000487247 -0.00032267 -4.26486e-05 -0.000258867 -0.00156566 0.00125311 -0.000541353 0.00105732 -0.000573619 -0.003 -0.002 -0.00242308 -0.00503448 -0.000392352 -0.00130811 -0.000890244 -0.000334495 -0.00134043 -0.00311504 0.0013 -0.00381481 -0.00533333 -0.0022381 1.40517e-05 -0.000167513 -0.000713996 -0.00250704 0.000743243
internal_weight=2947 2734 2263 2156 1771 1596 385 471 132 303 1293 91 353 311 57 1202 359 327 286 177 112 109 107 68 83 843 787 492 131 295
internal_count=2947 2734 2263 2156 1771 1596 385 471 132 303 1293 91 353 311 57 1202 359 327 286 177 112 109 107 68 83 843 787 492 131 295
cat_boundaries=0 17 47 77 79 96 98 99 100
cat_threshold=16384 0 1073741824 2048 2 134225920 0 8192 0 536871936 0 2097152 0 268435456 0 0 16 16 0 4 0 65536 0 0 0 1 32768 0 131076 0 512 0 0 0 0 0 8192 128 524288 4194304 0 0 16384 68 0 0 8192 1073741824 4 0 0 2147483648 0 262144 0 0 0 0 2048 8192 0 0 4096 0 0 33558528 0 2147483648 0 0 0 0 32768 0 0 0 4096 1073741824 16384 0 128 0 0 0 0 131072 0 0 32 0 0 0 0 0 32 1073745920 1 12324 146 148
is_linear=0
shrinkage=0.04


Tree=742
num_leaves=31
num_cat=16
split_feature=7 8 8 9 2 12 2 12 7 3 16 12 2 13 2 12 14 2 2 6 12 2 6 2 2 2 2 2 12 2
split_gain=1.18321 1.07011 0.6477 0.539725 0.493103 0.408595 0.430791 0.397937 0.452513 0.550486 0.806778 0.520231 1.05015 0.359952 0.327798 0.500954 0.256324 0.311223 0.353255 0.349984 0.251774 0.399873 0.292106 0.322086 0.250989 0.242553 0.23924 0.209921 0.205403 0.276087
threshold=0 1 2 3 1338.0000000000002 4 37.500000000000007 5 6 2021.5000000000002 7 8 59.500000000000007 9 13.500000000000002 10 11 89.500000000000014 15.500000000000002 12 13 9.5000000000000018 14 7.5000000000000009 38.500000000000007 34.500000000000007 35.500000000000007 1.5000000000000002 15 63.500000000000007
decision_type=9 9 9 9 8 9 10 9 9 8 1 9 10 9 8 9 9 10 8 9 9 10 9 10 10 8 8 10 9 8
left_child=4 -2 5 27 7 25 -7 -1 9 -9 -11 13 -13 -10 20 16 17 18 -16 -20 -5 22 23 -22 -15 -3 -18 -4 -21 -30
right_child=1 2 3 14 -6 6 -8 8 11 10 -12 12 -14 24 15 -17 26 -19 19 28 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.5360481845474923e-06 1.0149078683959119e-05 -3.6442372710229783e-06 -1.2195832397090623e-05 4.5642850993823379e-06 -3.5103539063878597e-05 -3.210213704346328e-06 -1.3383116458414183e-06 7.2153693592015446e-06 7.4583005417612213e-06 -3.7128481777848851e-05 -1.6909958125133503e-06 -1.1111078306754699e-07 -6.0214507981612712e-06 -3.5094428819106776e-05 -1.0374506336378832e-05 3.7379496856736737e-07 -7.5574551566543825e-07 -1.5066336416953832e-05 4.3049199766561809e-06 1.0852178157794887e-07 -8.1553157670806966e-06 2.2102781325234444e-05 2.1334999166897369e-06 -4.9472229208776515e-05 1.3641239945094968e-07 1.327637762572867e-05 2.2193231192430165e-06 3.4641338773340312e-06 -3.7144939727060696e-06 2.1429742687043878e-06
leaf_weight=103 326 62 31 109 58 94 51 32 109 32 39 91 29 64 43 346 29 90 110 109 86 94 143 29 42 38 140 307 87 26
leaf_count=103 326 62 31 109 58 94 51 32 109 32 39 91 29 64 43 346 29 90 110 109 86 94 143 29 42 38 140 307 87 26
internal_value=0.000188475 0.000592969 0.000243735 0.000511732 -0.00138361 -0.00164062 -0.00294872 -0.00102583 -0.00153229 -0.00375439 -0.00605556 -0.000751445 -0.00274809 0.000442478 0.000168044 -0.000244648 -0.000905426 -0.00138655 -0.000904255 -0.000456456 0.00104762 0.00046281 -0.000339768 -0.00174603 -0.00116239 0.00036036 0.000422222 0.0019255 -0.00133906 -0.00248387
internal_weight=2949 2350 2024 1779 599 245 145 541 438 103 71 335 120 215 1441 980 634 465 375 332 461 352 258 115 106 100 169 338 222 113
internal_count=2949 2350 2024 1779 599 245 145 541 438 103 71 335 120 215 1441 980 634 465 375 332 461 352 258 115 106 100 169 338 222 113
cat_boundaries=0 18 45 74 76 78 79 87 88 89 90 92 93 94 95 96 97
cat_threshold=268566530 144 1174405120 526336 524322 64 0 268435456 65536 8224 32 0 0 0 0 0 0 128 16 0 0 0 0 1 0 2147483648 1 0 0 131076 0 512 0 0 0 0 0 8192 0 0 4194304 0 0 1073758208 64 1342177280 0 0 0 2147483648 0 0 0 0 0 0 2048 10304 0 0 0 0 0 0 0 2147483904 0 0 8 0 32768 0 0 524288 1073741825 16388 1050720 32 9280 131074 16 0 524288 524288 64 0 268435456 2 116770 12 16892194 32 139264 386 84951328 278 16793858
is_linear=0
shrinkage=0.04


Tree=743
num_leaves=31
num_cat=14
split_feature=8 7 4 12 7 8 11 4 3 9 3 12 4 11 1 9 0 0 12 5 0 4 0 0 1 3 12 3 12 11
split_gain=1.1276 0.878574 0.562445 0.559783 0.451649 0.419204 0.314377 0.584929 0.313889 0.311701 0.463784 0.443726 0.433348 0.309259 0.299617 0.248377 0.530744 0.452056 0.497318 0.40995 0.375287 0.354248 0.429434 0.245938 0.433391 0.23713 0.232097 0.214942 0.21468 0.224496
threshold=0 1 972430000.00000012 2 3 4 5 2091500000.0000002 2004.5000000000002 6 2010.5000000000002 7 3681544000.0000005 8 5.5000000000000009 9 22.250000000000004 18.500000000000004 10 2.5000000000000004 29.500000000000004 45.000000000000007 38.57500000000001 36.400000000000006 5.5000000000000009 2020.5000000000002 11 2011.5000000000002 12 13
decision_type=9 9 8 9 9 9 9 10 8 9 10 9 10 9 8 9 10 10 9 8 10 10 10 10 8 8 9 10 9 9
left_child=3 2 -2 25 27 26 -4 -8 -5 11 12 -7 13 -11 -15 17 -17 18 -10 -18 -19 22 -22 24 -13 -1 -6 -3 -25 -30
right_child=1 4 6 8 5 9 7 -9 15 10 -12 23 -14 14 -16 16 19 20 -20 -21 21 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-2.0058760727293635e-05 -8.7407095486544668e-05 2.0667612206901582e-05 9.8017883420150515e-07 1.9103700753536311e-06 3.1941635692391776e-07 1.2532549876660396e-05 -6.0222231245218707e-06 0.0001362764073013672 1.3039439380866158e-07 -3.8435612389410766e-06 5.0781331477931923e-05 2.6758547650972963e-07 3.0179831929311444e-05 -2.7708960437496226e-05 -1.7873915304386716e-06 2.710911101632779e-06 -4.5042547754911912e-06 6.4244253955371118e-06 -5.4438348045029048e-07 -2.8100119601533679e-05 -2.2182334239670414e-06 -4.4460633153712881e-05 9.5748139459293538e-06 -1.1815674653360831e-06 -0.00035181589121929195 1.5641703305011725e-07 4.751453274295727e-06 3.4635652203212348e-07 2.2667144751136182e-05 -1.1691791991502716e-08
leaf_weight=38 25 214 149 38 142 310 69 35 100 151 48 83 25 72 50 28 40 35 156 56 40 27 69 105 55 223 157 26 248 132
leaf_count=38 25 214 149 38 142 310 69 35 100 151 48 83 25 72 50 28 40 35 156 56 40 27 69 105 55 223 157 26 248 132
internal_value=0.00029318 0.000789749 -0.00127336 -0.000929152 0.00111099 0.00085085 -0.000740157 -0.00229565 -0.00160667 0.000524031 -0.000492997 0.000902542 -0.00109699 -0.00156204 -0.00294737 -0.00187681 -0.00343704 -0.00130594 -0.00239689 -0.0051134 0.000255814 -0.00070073 0.000327273 0.000271294 -0.00120863 0.000602941 0.00218065 0.00270916 0.000699589 0.00112532
internal_weight=2946 2096 278 850 1818 1578 253 104 589 1279 346 933 298 273 122 551 124 427 256 96 171 136 109 623 138 261 299 240 485 380
internal_count=2946 2096 278 850 1818 1578 253 104 589 1279 346 933 298 273 122 551 124 427 256 96 171 136 109 623 138 261 299 240 485 380
cat_boundaries=0 24 35 36 53 83 84 86 87 88 90 91 92 93 94
cat_threshold=3489660928 12 0 0 0 0 0 0 0 0 0 33554432 2112 0 0 4096 0 0 33558528 2048 0 0 16777216 8 268435456 128 33554432 2623488 32 64 33554432 131072 0 32 8192 1117216 0 0 8192 4 2 0 0 8192 2048 0 32768 0 0 268435456 0 0 1073741840 0 0 0 0 2147549184 1 262144 0 1 32768 0 131072 0 0 0 0 0 0 0 0 256 0 0 0 0 16384 64 0 0 4096 36 1073741825 22560 1183072 32772 0 26624 67149890 16918562 81920 4
is_linear=0
shrinkage=0.04


Tree=744
num_leaves=31
num_cat=12
split_feature=8 8 12 7 12 7 7 8 12 0 0 6 12 4 3 0 0 3 15 3 0 0 4 0 3 0 0 0 0 0
split_gain=1.24934 0.765723 1.13802 0.564017 0.382956 0.594342 0.580818 0.537741 0.347425 0.447896 0.310031 0.304198 0.27786 0.378128 0.272553 0.252793 0.374007 0.263301 0.386097 0.433267 0.246893 0.226519 0.199762 0.182005 0.193527 0.178093 0.173813 0.173453 0.172128 0.219573
threshold=0 1 2 3 4 5 6 7 8 32.500000000000007 15.500000000000002 9 10 390.00000000000006 2024.5000000000002 12.250000000000002 38.57500000000001 2008.5000000000002 11 1990.5000000000002 35.250000000000007 40.675000000000004 1246835000.0000002 40.250000000000007 1999.5000000000002 42.960000000000008 15.500000000000002 18.500000000000004 39.07500000000001 16.750000000000004
decision_type=9 9 9 9 9 9 9 9 9 10 10 9 9 10 8 8 10 10 9 10 8 10 8 8 10 10 10 10 10 10
left_child=10 2 -2 8 6 -6 28 -7 -3 27 -1 21 20 23 -4 -8 26 18 19 -18 -13 -9 -20 24 -14 -12 -17 -10 29 -5
right_child=1 3 14 4 5 7 15 11 9 -11 25 12 13 -15 -16 16 17 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.0930821214658252e-08 3.2762534770628024e-06 5.1991044833057535e-07 -2.6545537713353404e-05 -3.0850065149421982e-07 1.7824738589838344e-06 -1.0381837243151434e-06 -2.804418818340727e-05 2.6870790806668813e-06 -3.8707074701552415e-07 -1.9265307849110955e-05 1.0835503658846339e-05 -4.8248619702666973e-07 -4.5308416598959223e-06 -1.760038027956253e-05 -1.1856006152758902e-06 1.6341606389731408e-06 -4.3125924047626761e-06 5.7126423259175113e-05 3.2246570391266559e-06 -7.4746459098484861e-05 1.7643293749677879e-05 -1.2965820632840567e-05 -2.0160809696429213e-07 0.00010571619214793285 4.1609195724228606e-06 3.565555999539479e-06 3.4578323037494955e-06 1.8261114429553642e-06 -4.8896698907478713e-05 4.0875738177276316e-06
leaf_weight=55 104 129 30 45 215 108 26 346 150 85 257 26 141 44 133 25 117 65 42 30 130 96 156 32 71 68 111 44 28 33
leaf_count=55 104 129 30 45 215 108 26 346 150 85 257 26 141 44 133 25 117 65 42 30 130 96 156 32 71 68 111 44 28 33
internal_value=0.000247367 -7.46209e-05 -0.00205755 0.000164788 0.000457324 0.000881967 -0.000301887 0.000453731 -0.00116468 -0.00194483 0.00235294 0.000784838 3.5165e-05 -0.000695652 -0.00406897 0.000219554 0.000409507 -0.000194647 -0.000635838 -0.00210127 0.00134132 0.00151876 0.000535885 -9.7959e-05 -0.000525821 0.00288344 0.00221898 -0.00094359 -0.00287179 -0.00212658
internal_weight=2942 2562 267 2295 1887 1209 678 994 408 279 380 886 444 288 163 572 546 410 345 147 156 442 198 244 212 325 136 194 106 78
internal_count=2942 2562 267 2295 1887 1209 678 994 408 279 380 886 444 288 163 572 546 410 345 147 156 442 198 244 212 325 136 194 106 78
cat_boundaries=0 30 54 56 68 70 87 104 134 135 136 138 139
cat_threshold=268435472 2048 0 0 65536 1 524288 0 1 32768 0 131076 0 1048576 268435456 0 0 0 0 8192 128 0 0 0 0 0 0 0 0 8192 0 8 0 134217728 2147483648 0 0 0 0 0 0 33556480 8256 0 0 0 0 0 0 0 2147483904 0 0 8 1081440 32 131073 128 0 2097152 0 0 0 131072 0 134217760 32 384 49248 32 0 0 0 4 0 134217728 131072 8192 0 0 32768 0 0 0 0 0 4112 0 0 0 4 0 0 131072 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 4096 0 0 0 2048 0 0 4194304 0 0 0 0 0 524288 4096 67618 202 16844032 2 67108864
is_linear=0
shrinkage=0.04


Tree=745
num_leaves=31
num_cat=11
split_feature=7 8 7 12 2 6 3 12 14 2 3 1 2 12 1 2 3 16 5 2 12 2 2 2 3 2 2 2 12 2
split_gain=0.971219 0.696014 0.575715 0.500766 0.46889 0.408501 0.375615 0.296993 0.282605 0.274696 0.287609 0.264604 0.279188 0.262602 0.364297 0.593839 0.304446 0.300497 0.423297 0.278378 0.248299 0.416313 0.341192 0.361482 0.261361 0.245577 0.234815 0.217948 0.188513 0.306871
threshold=0 1 2 3 25.500000000000004 4 2000.5000000000002 5 6 59.500000000000007 1975.5000000000002 4.5000000000000009 108.50000000000001 7 1.0000000180025095e-35 29.500000000000004 2005.5000000000002 8 5.5000000000000009 45.500000000000007 9 18.500000000000004 7.5000000000000009 14.500000000000002 2010.5000000000002 6.5000000000000009 19.500000000000004 136.50000000000003 10 12.500000000000002
decision_type=9 9 9 9 8 9 10 9 9 10 10 8 10 9 10 10 8 1 8 8 9 10 10 10 10 10 10 8 9 8
left_child=-1 9 7 6 5 20 8 -3 11 10 -2 -4 28 19 -15 -16 -17 18 -18 -6 22 24 -5 -24 25 -22 -7 -11 -13 -30
right_child=1 2 3 4 13 26 -8 -9 -10 27 -12 12 -14 14 15 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.2280189342822208e-05 5.3381180013167744e-06 5.1897486671134782e-07 3.0230610389463609e-06 1.7934229938271638e-05 1.0486201648822711e-06 2.3513414487722005e-07 9.5786798164034747e-06 -5.1133354674200698e-08 2.7887024978073377e-05 -1.9739780698489706e-06 4.0704907393264675e-05 -3.1894274583838878e-06 -7.7096142714070066e-06 1.7259894272616806e-06 -9.8716979563124945e-05 -0.00013905683016493702 -1.0631550047685668e-05 -9.5629819244975931e-07 4.711811166377113e-06 -1.0984382455715489e-06 -2.5424805105579118e-05 -6.110151574904251e-05 -4.6948263429421274e-05 4.4419564845496559e-06 -5.0600178496724078e-05 2.2160491229102894e-05 2.0183928068433369e-05 2.7776246042900145e-06 3.8024361967015671e-06 -6.1634750644311998e-07
leaf_weight=225 346 231 44 41 33 205 101 240 103 49 75 116 26 69 49 46 33 101 90 86 48 34 32 31 32 58 33 67 67 150
leaf_count=225 346 231 44 41 33 205 101 240 103 49 75 116 26 69 49 46 33 101 90 86 48 34 32 31 32 58 33 67 67 150
internal_value=0.000169113 -5.13788e-05 -0.000381042 -0.000737035 -0.00127519 -0.000434951 0.000174757 0.000838174 -0.000268244 0.00121898 0.00171564 -0.000743961 -0.00112222 -0.00214961 -0.00262657 -0.0032625 -0.00250922 -0.00188444 -0.000548387 -0.000338461 -0.00144948 -0.00236066 0.000139131 -0.0016875 -0.0014964 -0.000523364 0.000771084 -0.000478632 -0.000802395 -5.26314e-05
internal_weight=2861 2636 2099 1628 1021 514 607 471 506 537 421 403 359 507 388 319 270 224 123 119 276 172 104 63 138 106 238 116 333 217
internal_count=2861 2636 2099 1628 1021 514 607 471 506 537 421 403 359 507 388 319 270 224 123 119 276 172 104 63 138 106 238 116 333 217
cat_boundaries=0 18 48 65 67 68 69 70 71 72 74 75
cat_threshold=16384 1 0 512 524290 134217728 33554432 8192 0 1024 0 0 0 268435456 0 0 144 768 1342177296 2062 0 0 65536 0 262144 0 1 0 0 131076 0 512 0 0 0 0 0 8192 0 0 0 0 0 16384 64 0 0 8192 0 0 1074798592 2097156 0 0 131072 0 33554432 32 0 256 144 0 0 32 1073741824 1214528 32 452 85025794 139280 67118080 2 82976 2 163840
is_linear=0
shrinkage=0.04


Tree=746
num_leaves=31
num_cat=9
split_feature=7 12 1 7 12 3 3 9 2 2 7 1 12 4 2 9 2 2 2 2 13 2 4 2 2 2 3 4 2 2
split_gain=0.732962 0.903862 0.582717 0.504872 0.469106 0.40381 0.61325 0.331985 0.333129 0.387005 0.316656 0.670207 0.607473 0.562217 1.19513 0.37166 0.421448 0.366426 0.647705 0.345945 0.339864 0.414615 0.56311 0.465217 0.291649 0.353829 0.28007 0.267248 0.220957 0.617238
threshold=0 1 5.5000000000000009 2 3 1999.5000000000002 1995.5000000000002 4 37.500000000000007 41.500000000000007 5 3.5000000000000004 6 7650.0000000000009 95.500000000000014 7 18.500000000000004 19.500000000000004 62.500000000000007 31.500000000000004 8 3.5000000000000004 1950.0000000000002 5.5000000000000009 28.500000000000004 44.500000000000007 1994.5000000000002 141.00000000000003 15.500000000000002 39.500000000000007
decision_type=9 9 8 9 9 8 10 9 10 10 9 8 9 10 8 9 8 10 10 10 9 10 8 10 10 10 10 10 8 10
left_child=1 -1 28 -2 7 6 -6 8 -5 -10 12 -12 -7 15 19 16 -13 -14 24 -15 21 -17 -23 -24 -19 -26 -11 -9 -3 -30
right_child=3 2 -4 4 5 10 -8 27 9 26 11 13 17 14 -16 20 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=2.4252928482563755e-06 1.0663084443406016e-05 2.1696343714819942e-06 -2.6455962931257131e-05 3.3590819397181552e-06 0.00013303867533191079 4.0652983423531741e-07 -9.9919322063305024e-05 -1.896485807232234e-05 -3.3959221495012006e-07 6.4924785040175398e-07 -3.2473246445630713e-05 2.884521120382559e-05 -5.3054206274855864e-07 -8.4168030827636116e-06 -0.00033276099244800467 1.0220494529151262e-05 -2.9249036327703965e-05 -1.4634808562630476e-05 3.3217674409582976e-07 1.3196238476603525e-05 6.9994595702963363e-06 -8.1521100931556604e-05 -0.00018641481128293448 2.5651751564946627e-06 -1.3072597107596541e-07 -7.2381814450226303e-07 -7.975692402174171e-06 0.00012498857625164637 -4.9237078217846076e-05 -2.0299004878607866e-06
leaf_weight=112 205 34 44 418 35 243 32 145 30 169 29 94 111 42 31 62 50 32 54 30 416 29 42 239 40 38 39 33 25 56
leaf_count=112 205 34 44 418 35 243 32 145 30 169 29 94 111 42 31 62 50 32 54 30 416 29 42 239 40 38 39 33 25 56
internal_value=0.000255406 -0.00168794 -0.00355294 0.000456465 0.000293505 -9.8795e-05 -0.00311765 0.00106036 0.00147526 0.000301255 3.03223e-05 0.000424186 -0.000771266 0.000598456 -0.00219231 0.000908896 -0.000929032 -0.00202797 -0.00329697 0.000657534 0.00124155 0.000334204 -0.000257235 0.000297872 -0.00504504 -0.00364557 0.00091866 -0.000465608 -0.00224138 -0.00336585
internal_weight=2959 271 159 2688 2483 1649 67 834 656 238 1582 1064 518 1035 103 932 144 275 164 72 788 372 310 281 110 78 208 178 115 81
internal_count=2959 271 159 2688 2483 1649 67 834 656 238 1582 1064 518 1035 103 932 144 275 164 72 788 372 310 281 110 78 208 178 115 81
cat_boundaries=0 18 20 34 35 37 54 55 57 58
cat_threshold=268566528 0 33554432 0 0 8256 0 268435456 2048 134217728 8192 256 0 0 0 0 0 384 1056832 32 0 268435456 1610612736 0 2 0 0 536879104 0 536879104 0 2097152 268435584 268435456 85001504 1 22528 1 0 67108864 4 0 0 131072 131072 33554432 0 0 128 0 0 0 0 4112 43010 0 36 2
is_linear=0
shrinkage=0.04


Tree=747
num_leaves=31
num_cat=9
split_feature=8 7 2 2 2 0 7 0 4 8 0 2 4 0 14 2 0 2 8 12 6 2 2 2 0 5 0 2 0 6
split_gain=1.11802 0.853993 0.659111 0.510301 0.785245 0.702648 0.473834 0.495706 0.653872 0.428159 0.419654 0.412518 0.35209 0.332674 0.300843 0.391415 0.633862 0.300372 0.219478 0.300198 0.377669 1.05604 0.420187 0.293449 0.2302 0.268765 0.268715 0.436132 0.221137 0.300891
threshold=0 1 5.5000000000000009 34.500000000000007 151.50000000000003 39.07500000000001 2 35.250000000000007 1373290000.0000002 3 44.07500000000001 59.500000000000007 552615000.00000012 44.07500000000001 4 1.5000000000000002 18.500000000000004 1308.0000000000002 5 6 7 1.5000000000000002 3.5000000000000004 8.5000000000000018 38.20000000000001 1.0000000180025095e-35 23.500000000000004 59.500000000000007 42.710000000000008 8
decision_type=9 9 8 8 8 10 9 10 8 9 10 10 8 10 9 10 10 8 9 9 9 10 10 10 8 10 10 10 8 9
left_child=-1 2 -2 10 5 -5 7 11 -9 -8 -4 -3 -11 17 15 -14 -17 -6 -16 28 21 -21 -22 -23 26 -26 27 -24 29 -20
right_child=1 6 3 4 13 -7 9 8 -10 12 -12 -13 14 -15 18 16 -18 -19 19 20 22 23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.8126060052895826e-06 -0.00017741425460715847 4.499441575567086e-07 1.8568497116121717e-05 -2.7329880053819389e-05 0.00028613474873450875 -5.448657426785615e-06 -1.9395050633549035e-06 -1.2287112066762855e-05 9.6343576883127096e-06 4.6061487864569543e-06 -7.4916722371767061e-06 -1.0454678089082704e-06 6.6193041602928521e-05 -4.2926648473468664e-05 2.6424561088682267e-06 -4.1519140978607539e-08 -1.3447273967280135e-05 -2.1093712228118414e-05 -3.4212564350677908e-05 -0.00021679446616647836 3.8260620891584109e-06 0.00047179742012348676 2.4717081942381903e-08 1.1739565485009974e-05 -2.4243172424194085e-05 2.7472176735278254e-06 5.9918076047973265e-06 -1.687174873308902e-06 2.7887087200715598e-05 9.2462944958395532e-07
leaf_weight=262 27 125 110 26 28 42 121 47 284 150 25 57 36 34 146 70 25 82 100 25 95 61 128 227 197 29 56 52 38 241
leaf_count=262 27 125 110 26 28 42 121 47 284 150 25 57 36 34 146 70 25 82 100 25 95 61 128 227 197 29 56 52 38 241
internal_value=0.000374618 0.000124675 -0.00162078 -0.00118391 -0.00240376 -0.00591304 0.000413615 0.00147328 0.00242169 0.000103982 0.000735294 -0.000174863 0.000275045 -0.000717241 9.43027e-05 -0.00166197 -0.003125 0.00036036 0.00027027 9.20636e-05 -0.000317821 0.000777778 -0.00093662 0.00149481 -0.0014514 -0.00236123 -0.00057384 -0.00132597 0.00101538 0.00071345
internal_weight=2946 2684 374 347 212 68 2310 513 331 1797 135 182 1676 144 1526 131 95 110 1395 1249 870 313 557 288 462 226 236 180 379 341
internal_count=2946 2684 374 347 212 68 2310 513 331 1797 135 182 1676 144 1526 131 95 110 1395 1249 870 313 557 288 462 226 236 180 379 341
cat_boundaries=0 27 45 62 91 92 119 121 122 123
cat_threshold=0 0 0 0 65536 0 262144 0 1 0 0 131076 0 0 0 0 0 0 33554432 0 0 0 0 0 0 268435456 4 131075 128 536870912 2048 524288 2 0 272629760 0 0 8224 384 0 0 0 0 4096 128 268435456 17 1141899264 2097152 2 64 0 8192 33619968 536879136 0 0 0 268435456 0 0 1073741840 0 4 0 0 2147483648 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 524288 131088 0 8 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 2048 128 0 4194304 0 0 0 64 1115424 2 194 464
is_linear=0
shrinkage=0.04


Tree=748
num_leaves=31
num_cat=12
split_feature=8 12 7 1 8 12 7 11 12 0 2 4 0 2 4 1 2 2 2 15 6 12 2 2 2 2 2 2 13 2
split_gain=1.32219 1.05228 1.00928 0.659524 0.650839 0.436076 0.433915 0.425286 0.357431 0.34904 0.412826 0.343591 0.368268 0.320002 0.31635 0.293685 0.326011 0.291924 0.260004 0.33594 0.714451 0.360958 0.252551 0.242942 0.203587 0.20352 0.201303 0.242618 0.200121 0.314402
threshold=0 1 2 4.5000000000000009 3 4 5 6 7 10.500000000000002 6.5000000000000009 972430000.00000012 47.750000000000007 5.5000000000000009 3146480000.0000005 5.5000000000000009 69.500000000000014 47.500000000000007 898.00000000000011 8 9 10 13.500000000000002 21.500000000000004 14.500000000000002 9.5000000000000018 10.500000000000002 20.500000000000004 11 28.500000000000004
decision_type=9 9 9 10 9 9 9 9 9 10 8 10 10 10 8 10 10 10 10 9 9 9 8 8 10 10 10 10 9 10
left_child=1 3 8 -1 -4 7 -7 13 24 -9 -11 12 18 -6 -12 16 23 -10 19 20 21 26 -3 -16 -2 -15 -8 -28 29 -23
right_child=2 22 4 -5 5 6 11 9 17 10 14 -13 -14 25 15 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.9595697173582317e-06 -2.6222968040888508e-05 1.8101935607496651e-05 2.7418992535643837e-06 -1.0224112720118804e-05 4.0914798491767005e-05 0.00015885728755193722 8.873806278041448e-07 1.683155751476644e-06 3.7787575476157087e-06 -0.00010344482797053815 3.0694653664093212e-05 -3.9801310216126691e-06 -7.6892952490446075e-06 -1.5399759382444906e-05 2.0931954859796408e-06 -5.841011244770818e-06 2.0438839155360594e-06 -1.4312279998634325e-06 -8.0302957913838805e-07 2.8708952064970149e-06 9.0018952149322122e-06 4.2100640234824134e-06 -1.2673602690513333e-06 -5.6572048894437674e-06 -2.326223658313519e-06 8.7479981882565939e-07 -3.5738204260647491e-06 -4.7997344611569028e-07 2.8154125918723006e-06 -2.5942659571226304e-07
leaf_weight=28 39 46 458 80 46 106 33 32 82 37 31 74 49 29 54 53 54 39 30 428 234 94 181 96 68 162 31 68 106 42
leaf_count=28 39 46 458 80 46 106 33 32 82 37 31 74 49 29 54 53 54 39 30 428 234 94 181 96 68 162 31 68 106 42
internal_value=0.000302302 -0.00202312 0.000610982 -0.00510924 0.000860051 0.000524211 0.00093415 -0.000370248 -0.00187448 -0.00122826 -0.00165644 0.000696667 0.000878136 0.000919355 -0.00113495 -0.0015969 -0.000897561 -0.000272727 0.00103468 0.00114176 0.000504039 -0.000581818 -0.000386554 -0.0018543 -0.00349153 0.000229167 -0.00218182 -0.00324 0.000347826 -0.000653061
internal_weight=2910 335 2575 108 2347 1889 1295 594 228 357 325 1189 1115 237 288 257 204 121 1066 1036 608 374 227 150 107 191 132 99 242 136
internal_count=2910 335 2575 108 2347 1889 1295 594 228 357 325 1189 1115 237 288 257 204 121 1066 1036 608 374 227 150 107 191 132 99 242 136
cat_boundaries=0 29 30 42 68 70 87 89 90 91 92 93 94
cat_threshold=268435456 0 4 134217728 2147483648 0 0 0 0 0 0 2048 8256 0 0 4096 0 0 0 0 2147483648 0 4194304 8 0 32768 0 0 524288 67126530 268566529 0 33554432 526340 0 134225922 0 268435456 0 0 8192 256 16 2048 0 0 65536 0 262144 0 0 0 0 131076 0 1048576 0 0 0 0 0 10240 384 0 0 0 0 16384 16787520 32 0 1 1048576 0 32 0 0 0 0 8192 0 0 0 0 0 32 144 16388 2147484160 57378 67108864 156 50432 2
is_linear=0
shrinkage=0.04


Tree=749
num_leaves=31
num_cat=11
split_feature=8 15 7 12 8 7 12 0 12 6 4 2 2 2 12 2 2 2 2 2 2 5 1 2 2 0 2 4 4 6
split_gain=0.848208 0.631003 0.724849 0.565682 0.586492 0.521772 0.499732 0.463614 0.444858 0.400035 0.332491 0.49475 0.571017 0.760792 0.345135 0.31857 0.307549 0.284146 0.228878 0.228152 0.226996 0.212791 0.182123 0.361404 0.25426 0.180914 0.179177 0.174265 0.241923 0.25472
threshold=0 1 2 3 4 5 6 24.500000000000004 7 8 972430000.00000012 203.50000000000003 39.500000000000007 32.500000000000007 9 4.5000000000000009 53.500000000000007 6.5000000000000009 22.500000000000004 19.500000000000004 416.00000000000006 1.5000000000000002 4.5000000000000009 7.5000000000000009 78.500000000000014 32.500000000000007 9.5000000000000018 1950.0000000000002 33.000000000000007 10
decision_type=9 9 9 9 9 9 9 10 9 9 10 10 10 10 9 8 10 10 10 10 8 10 10 10 8 10 8 10 10 9
left_child=-1 6 17 5 7 -4 18 16 -6 21 11 12 13 14 26 -11 19 -3 25 -5 -9 -10 24 -24 -17 -2 -7 28 29 -16
right_child=1 2 3 4 8 10 -8 20 9 15 -12 -13 -14 -15 27 22 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.2737482646402765e-05 2.6150431387440311e-06 1.5969609072451814e-06 8.7126962477195973e-07 -4.3843780495873193e-08 3.4640908254071743e-06 6.6801065434073834e-06 2.4565411748381931e-06 -4.8872422096669729e-06 8.9387447808296962e-07 -0.00010548488961223607 -8.1559702246588797e-06 -8.421226981103429e-06 1.6600435587485552e-06 -0.00011184240998271464 1.0573091045726763e-05 -3.8495976800500108e-05 9.7235079691452217e-08 2.1879826998686734e-05 -8.3807820871648739e-07 -4.4164762731858519e-07 -2.6397023040102691e-05 5.5240412863473396e-05 3.1417576557694932e-05 -2.7406682307217674e-06 2.7667649903541087e-06 8.0179575132417543e-07 4.7601241603863833e-06 0.00023261732371337982 -2.3034795273731519e-05 -2.9249487901056088e-06
leaf_weight=212 55 71 273 37 166 43 210 46 139 33 41 37 200 35 112 32 44 144 141 57 40 26 46 219 33 61 72 27 41 269
leaf_count=212 55 71 273 37 166 43 210 46 139 33 41 37 200 35 112 32 44 144 141 57 40 26 46 219 33 61 72 27 41 269
internal_value=0.000353696 0.000159363 -0.000116826 -0.000350168 -0.00108504 0.000241172 0.00148117 -0.00282553 -0.000487943 -0.0010538 -0.000238739 -6.69055e-05 0.000145 -0.000473333 -0.000113274 -0.0017861 -0.0014964 0.0020354 0.000253731 -0.00277895 -0.00524138 0.000568182 -0.00145015 -0.000977443 -0.00333333 0.00157265 0.00174603 -0.000617391 -0.000832151 -0.000513089
internal_weight=2962 2750 2283 2068 918 1150 467 224 694 528 877 836 799 599 564 363 138 215 257 94 86 165 330 265 65 116 115 449 422 381
internal_count=2962 2750 2283 2068 918 1150 467 224 694 528 877 836 799 599 564 363 138 215 257 94 86 165 330 265 65 116 115 449 422 381
cat_boundaries=0 26 27 45 46 75 87 89 90 91 92 93
cat_threshold=1073741824 0 0 0 0 0 0 0 0 32768 0 131076 0 1048576 0 0 0 0 0 10240 0 0 0 0 0 16384 2157969408 268451842 0 0 0 0 0 0 8192 0 0 0 256 0 268435456 0 0 1073745936 256 68364322 0 8 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 0 0 20971520 0 0 0 0 0 524288 1 128 0 2052 34 0 131072 0 65536 0 0 128 67231776 32 17664 260 133152 208
is_linear=0
shrinkage=0.04


Tree=750
num_leaves=31
num_cat=11
split_feature=8 7 12 9 12 2 4 6 0 2 2 0 8 0 12 13 0 2 12 2 2 2 13 0 4 2 2 0 2 2
split_gain=0.922579 0.737024 0.806967 1.02464 0.53708 0.678838 0.52508 0.627245 1.13067 0.764411 0.620925 0.60155 0.51831 0.443737 0.50819 0.482655 0.550331 0.763153 0.587427 0.378151 0.371998 0.367473 0.347891 0.520794 0.355335 0.271154 0.348784 0.252115 0.245931 0.48122
threshold=0 1 2 3 4 59.500000000000007 208770000.00000003 5 42.960000000000008 37.500000000000007 13.500000000000002 44.07500000000001 6 47.250000000000007 7 8 15.500000000000002 37.500000000000007 9 10.500000000000002 3160.5000000000005 72.500000000000014 10 38.57500000000001 2710.0000000000005 45.500000000000007 5.5000000000000009 40.250000000000007 18.500000000000004 8.5000000000000018
decision_type=9 9 9 9 9 10 8 9 8 8 10 10 9 8 9 9 10 10 9 8 8 8 9 10 8 8 10 10 10 10
left_child=4 27 21 6 5 -1 -4 11 9 10 -9 -8 -5 14 22 -16 17 19 25 -17 -6 -3 23 -14 -24 26 -18 -2 29 -25
right_child=1 2 3 12 20 -7 7 8 -10 -11 -12 -13 13 -15 15 16 18 -19 -20 -21 -22 -23 24 28 -26 -27 -28 -29 -30 -31
leaf_value=1.0681525940500539e-06 1.0085459983792185e-05 8.1764874864676178e-07 2.8309545326288558e-06 2.0070906772558647e-05 2.9114706123416479e-06 -3.123650385691442e-05 2.2155381972246024e-06 -1.1426408339340604e-05 8.6865295860971277e-06 -1.1061437004720462e-05 -4.5140438287281148e-05 -3.2227910068179678e-05 -1.105624531515816e-06 -1.4191459674977378e-05 1.2266092226253159e-07 -2.5093435671528535e-07 1.4068017953713069e-05 -6.8663404010764046e-07 -4.0168099650870013e-05 1.2105003023066273e-07 -8.0570036408000408e-07 -1.6949630848059525e-07 -7.7541083755758482e-05 8.6194529076223979e-06 3.7579836424890379e-06 1.0655435930833229e-05 -2.9133649429967262e-05 4.3000248079197052e-08 0.00010972280513472807 -0.00020129100520372998
leaf_weight=100 182 194 88 136 498 32 121 55 30 95 39 27 54 55 189 30 26 50 135 55 44 76 29 37 322 38 73 54 80 31
leaf_count=100 182 194 88 136 498 32 121 55 30 95 39 27 54 55 189 30 26 50 135 55 44 76 29 37 322 38 73 54 80 31
internal_value=0.000194893 -0.000188581 -0.000433526 -0.000741971 0.00148321 -0.000783217 -0.00236051 -0.00307609 -0.00436522 -0.00570526 -0.00825263 -0.000805031 -0.000177646 -0.000447736 -0.000281739 -0.00108072 -0.00184689 -0.00397059 -0.000849817 -0.00162791 0.00203978 0.00156584 0.000588653 -0.000713615 0.00133702 0.001 -3.99999e-05 0.00187854 0.000483222 -0.00127536
internal_weight=2975 2301 2065 1795 674 132 455 367 219 189 94 148 1340 1204 1149 596 407 135 272 85 542 270 553 202 351 137 99 236 148 68
internal_count=2975 2301 2065 1795 674 132 455 367 219 189 94 148 1340 1204 1149 596 407 135 272 85 542 270 553 202 351 137 99 236 148 68
cat_boundaries=0 27 44 46 48 50 51 67 69 70 71 72
cat_threshold=1073741840 10 4 134217728 65536 0 524288 0 1 0 0 33554436 2048 1049088 0 0 0 0 0 10240 384 0 0 0 0 16384 4 2 0 1141899264 524288 0 0 0 8192 0 0 0 0 0 268435456 0 0 1073745936 1181696 2 128 12324 18496 2 210 0 2048 0 0 0 0 262144 2147483648 0 0 0 131072 0 0 0 4096 33826 32 4 65856 4
is_linear=0
shrinkage=0.04


Tree=751
num_leaves=31
num_cat=13
split_feature=7 12 6 9 2 12 7 9 7 12 2 2 12 17 2 1 2 2 6 2 12 3 2 0 2 3 2 2 2 2
split_gain=0.970313 0.583119 0.454664 0.580322 0.659866 0.560991 0.598566 0.388437 0.354599 0.370897 0.397731 0.437408 0.357818 0.341546 0.284582 0.251819 0.24844 0.227447 0.227089 0.710894 0.49081 0.495744 0.477182 0.476005 0.355819 0.290631 0.26406 0.421283 0.329964 0.303437
threshold=0 1 2 3 19.500000000000004 4 5 6 7 8 40.500000000000007 53.500000000000007 9 10 8.5000000000000018 6.5000000000000009 100.50000000000001 21.500000000000004 11 442.50000000000006 12 2010.5000000000002 9.5000000000000018 35.250000000000007 3.5000000000000004 2017.5000000000002 21.500000000000004 78.500000000000014 43.500000000000007 15.500000000000002
decision_type=9 9 9 9 8 9 9 9 9 9 8 8 9 9 10 8 8 8 9 8 9 10 10 8 10 8 10 10 10 10
left_child=2 15 -1 5 -5 14 -7 13 9 17 -11 -12 -10 -3 -4 -2 -6 -9 19 20 21 22 24 -20 -14 -22 29 28 -28 -27
right_child=1 7 3 4 16 6 -8 8 12 10 11 -13 18 -15 -16 -17 -18 -19 23 -21 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=5.0512751203368018e-05 1.2452785434573675e-06 9.4591383333752178e-07 -6.6280082222054708e-05 -0.00019280286314813638 5.4284775767993109e-06 -8.2773976579547307e-07 4.0297671856499451e-06 -3.6727412250957926e-06 7.6920906104974786e-06 3.7791933670851759e-06 -5.4879745851690528e-07 4.0940791087796908e-07 2.1798022184344209e-05 2.531261431429349e-05 -4.0360827031929836e-07 -3.0759774038779947e-06 -6.1507496014367213e-05 2.921630421253376e-07 -3.1056690034501945e-05 -5.1534842677257561e-05 4.2525181040024643e-05 -3.6471650295126013e-05 2.5926642830934878e-06 7.1187944474360164e-06 -9.3516013966192759e-06 -5.4120028844274464e-07 -2.6877099000638659e-06 6.2665867162081668e-07 -3.4111663877341039e-05 2.1269413025772835e-06
leaf_weight=113 347 122 25 50 28 102 112 30 119 214 29 130 26 171 85 30 35 83 33 74 46 31 134 475 36 108 41 32 32 30
leaf_count=113 347 122 25 50 28 102 112 30 119 214 29 130 26 171 85 30 35 83 33 74 46 31 134 475 36 108 41 32 32 30
internal_value=0.000359781 0.000709732 -0.00114082 -0.00172321 -0.00409677 -0.00078806 0.000426667 0.000430493 0.000193699 0.00109457 0.00169792 0.000225 -0.000172638 0.00175 -0.00297521 0.00213402 -0.0016875 -0.000870968 -0.000403967 -0.00093178 -0.000417795 0.000957983 0.00174619 0.0002158 -0.00114286 -0.00148 -0.00208197 -0.00358491 -0.00524324 -0.000920863
internal_weight=2923 2373 550 437 113 324 214 1996 1703 486 373 159 1217 293 110 377 63 113 1098 590 516 227 196 508 62 289 243 105 73 138
internal_count=2923 2373 550 437 113 324 214 1996 1703 486 373 159 1217 293 110 377 63 113 1098 590 516 227 196 508 62 289 243 105 73 138
cat_boundaries=0 18 19 20 22 23 35 37 54 56 58 59 60 61
cat_threshold=131074 0 603979776 2564 0 8192 0 805306368 33554432 8224 8224 384 0 0 0 32 4096 128 16910368 144 0 6164 19490 0 0 67108864 4 0 0 0 0 0 0 0 384 1073872896 4224 1 1 0 2097152 0 64 0 131072 67584 0 0 0 0 268435456 0 0 1073741840 256 32 0 32 12 282 1057026
is_linear=0
shrinkage=0.04


Tree=752
num_leaves=31
num_cat=11
split_feature=7 7 12 0 12 2 14 2 9 5 0 9 0 0 12 12 4 2 2 2 2 3 2 2 12 2 3 18 0 0
split_gain=1.4296 0.729032 0.521365 0.51562 0.485852 0.444857 0.444684 0.425312 0.38993 0.606583 0.437676 0.348704 0.530805 0.635691 0.546517 0.494049 0.414382 0.271681 0.254015 0.243391 0.454755 0.902362 0.222197 0.217774 0.213402 0.375463 0.309961 0.210003 0.269314 0.355105
threshold=0 1 2 57.250000000000007 3 8.5000000000000018 4 100.50000000000001 5 10.500000000000002 15.500000000000002 6 24.500000000000004 22.250000000000004 7 8 3215.5000000000005 29.500000000000004 39.500000000000007 9.5000000000000018 7.5000000000000009 2021.5000000000002 20.500000000000004 19.500000000000004 9 59.500000000000007 2000.5000000000002 10 36.900000000000006 44.07500000000001
decision_type=9 9 9 8 9 8 9 8 9 8 10 9 10 10 9 9 8 10 10 10 10 8 8 10 9 10 8 9 10 10
left_child=-1 2 -2 4 8 -4 7 -7 10 -10 17 15 13 14 18 -6 -17 -3 -13 20 27 -22 -11 -16 25 26 -21 -14 -29 -30
right_child=1 3 5 -5 11 6 -8 -9 9 22 -12 12 19 -15 23 16 -18 -19 -20 24 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=1.4184400802257172e-05 -1.7899247525862429e-05 -1.5233584626574874e-08 -4.9242806520020589e-05 -3.7642218881745859e-06 3.6227948702374827e-06 -7.6713007599365075e-10 0.00018659977868185911 -6.2896148273026143e-05 -0.00016631227254924636 3.5515322062832181e-06 1.2474060857457198e-06 -1.7096483582850122e-07 0.0014009254686910833 -5.3917770840964199e-05 4.8590527120495609e-06 -2.8973729888192131e-05 -2.1801959576786512e-06 -2.4172701560616998e-07 -1.9939281970354024e-06 -9.7177263776993769e-06 0.00013073641280910681 -0.00011926283283143025 -1.4691290823057827e-05 3.3350032181006277e-08 5.6784636328270728e-06 -5.7466999325276392e-07 1.7508902088758251e-05 -4.8782058004794952e-05 4.9544330620574367e-05 -1.9430084399883524e-05
leaf_weight=330 105 55 30 25 112 93 101 33 25 30 255 60 38 27 76 33 249 52 46 26 26 26 51 188 310 95 191 56 148 41
leaf_count=330 105 55 30 25 112 93 101 33 25 30 255 60 38 27 76 33 249 52 46 26 26 26 51 188 310 95 191 56 148 41
internal_value=0.000263122 -5.66181e-05 -0.00169437 0.00021492 0.000281462 -0.000641791 -5.26314e-05 -0.00157664 -0.000851774 -0.00287179 -0.000193029 0.000586697 0.000890843 -0.000331658 0.000107817 -0.000454321 -0.00133788 -0.00233333 -0.00218803 0.0014071 0.000535714 -0.00286792 -0.00141463 0.00107636 0.0018748 0.00101548 0.0019633 0.00116901 0.000731707 0.00145263
internal_weight=2933 2603 362 2241 2216 257 227 126 468 106 362 1748 1354 397 370 394 282 107 106 957 335 52 81 264 622 312 217 283 245 189
internal_count=2933 2603 362 2241 2216 257 227 126 468 106 362 1748 1354 397 370 394 282 107 106 957 335 52 81 264 622 312 217 283 245 189
cat_boundaries=0 18 36 37 38 39 41 43 44 45 47 48
cat_threshold=0 1 1610612736 0 34 0 0 8192 0 402661392 32768 2097216 0 268435456 0 0 1073741968 256 131074 0 100663296 524288 524288 8194 0 268435456 0 0 8224 384 0 0 0 32 4096 128 52256 81984 139264 0 22528 1 28672 16778528 17958176 67110914 34 4
is_linear=0
shrinkage=0.04


Tree=753
num_leaves=31
num_cat=14
split_feature=7 7 0 6 12 4 12 1 9 12 6 4 3 4 3 12 6 6 17 0 0 6 12 0 5 5 0 0 0 4
split_gain=1.09726 0.673782 0.624076 0.767196 0.536895 0.503739 0.775905 1.00544 0.429796 0.778944 0.895102 0.705853 0.335596 0.437471 0.313921 0.267679 0.748873 0.356562 0.221836 0.214395 0.193011 0.248085 0.192946 0.35148 0.240427 0.237796 0.229336 0.184385 0.161792 0.143751
threshold=0 1 44.07500000000001 2 3 208770000.00000003 4 5.5000000000000009 5 6 7 199.50000000000003 2013.5000000000002 2050.0000000000005 1996.5000000000002 8 9 10 11 39.07500000000001 40.250000000000007 12 13 30.500000000000004 2.5000000000000004 1.5000000000000002 44.07500000000001 39.07500000000001 40.250000000000007 199.50000000000003
decision_type=9 9 10 9 9 10 9 10 9 9 9 8 10 10 10 9 9 9 9 10 10 9 9 10 8 8 10 10 10 10
left_child=2 28 3 -1 20 6 19 14 9 -6 22 -10 13 -12 -8 16 -13 29 -19 -5 21 27 24 -24 -11 -25 -27 -3 -2 -17
right_child=1 4 -4 5 8 -7 7 -9 11 10 12 15 -14 -15 -16 17 -18 18 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.00020906375248069958 4.2671860753106092e-05 7.5954417316088575e-06 -2.1016351455667351e-05 4.6449962600213503e-06 6.2325609701803061e-06 -2.8102648778740484e-05 -5.7109907133451379e-07 -3.6769145189822147e-05 -2.5957620024171415e-06 -4.9951066606417332e-07 -6.9488892213575396e-06 -2.0033078372251072e-07 -1.5038136675158007e-05 -9.2356841829870432e-06 -8.0918266770473113e-06 -4.3992881132002478e-06 1.0504067422262536e-05 4.7265481889521382e-06 1.5597751909152994e-06 5.0617531562182271e-07 -4.5710140096369585e-05 -1.0195376549155314e-06 6.2800544026681182e-06 1.8672873351767059e-05 1.6736581326158906e-05 -1.8544947055350029e-06 -8.3710772039688073e-06 7.296260307676118e-07 2.0026238449702332e-06 0.0026722872348271245
leaf_weight=121 122 27 67 53 120 29 97 28 40 35 179 237 25 25 30 174 128 101 545 55 43 200 44 26 76 91 26 82 87 33
leaf_count=121 122 27 67 53 120 29 97 28 40 35 179 237 25 25 30 174 128 101 545 55 43 200 44 26 76 91 26 82 87 33
internal_value=0.000428911 0.000768672 -0.00130346 -0.000743961 0.000559083 -0.00182178 -0.00131818 -0.00301205 0.000824635 -1.82369e-05 -0.00069145 0.00125453 -0.00251667 -0.00206829 -0.00165625 0.00143724 0.000478724 0.00181944 0.00228919 0.00127731 -0.000859504 -0.000529032 0.000750809 -6.06059e-05 0.002 -0.00102778 -0.00179661 0.000966667 0.00289091 0.000311927
internal_weight=2946 2466 480 413 2257 292 263 155 1905 647 527 1258 229 204 127 1218 365 853 646 108 352 309 298 187 111 143 117 109 209 207
internal_count=2946 2466 480 413 2257 292 263 155 1905 647 527 1258 229 204 127 1218 365 853 646 108 352 309 298 187 111 143 117 109 209 207
cat_boundaries=0 18 35 36 37 39 41 43 44 46 47 48 49 50 51
cat_threshold=131072 0 1611661312 2048 0 8192 0 272629760 33556480 32 8224 384 0 0 0 0 4224 384 16384 0 8192 524288 32 0 0 8192 0 268435456 32768 2097152 0 268435456 67108864 0 1073741840 86 73728 1089568 32 0 28708 67240224 2 392 147712 32 136 84 56 386 2
is_linear=0
shrinkage=0.04


Tree=754
num_leaves=31
num_cat=11
split_feature=8 7 4 12 6 4 8 7 5 4 3 3 12 4 4 1 1 11 3 6 1 4 16 3 3 8 1 4 1 3
split_gain=1.10754 0.922174 0.891245 0.890468 0.703046 0.894716 0.586819 0.467786 0.376588 0.457626 0.309108 0.60789 0.35256 0.34953 0.91198 0.302318 0.235696 0.324335 0.18099 0.123582 0.171712 0.12337 0.18088 0.12163 0.16569 0.12058 0.277093 0.119932 0.104787 0.102596
threshold=0 1 2560040000.0000005 2 3 680725000.00000012 4 5 1.5000000000000002 16000.000000000002 1994.5000000000002 1999.5000000000002 6 5157000000.000001 807475000.00000012 4.5000000000000009 5.5000000000000009 7 1997.5000000000002 8 3.5000000000000004 8.0000000000000018 9 2014.5000000000002 2009.5000000000002 10 5.5000000000000009 180.50000000000003 5.5000000000000009 2007.5000000000002
decision_type=9 9 8 9 9 10 9 9 8 8 10 10 9 8 10 10 10 9 10 9 10 10 1 10 10 9 10 10 10 10
left_child=2 3 -1 21 15 -6 -3 -8 9 -9 13 -12 29 14 27 -5 17 -15 -4 20 -19 22 -2 24 -14 26 -17 -10 -24 -13
right_child=1 6 18 4 5 -7 7 8 10 -11 11 12 23 16 -16 25 -18 19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.2809347095901325e-05 1.4484281834375567e-06 4.1688300167146504e-06 -3.6577039428696769e-06 2.2218880694996631e-06 -6.4347689658444637e-05 5.4159696010515822e-06 6.6691115681129703e-06 3.4498970303649183e-05 -9.9133929713137592e-08 -1.1060841825218713e-05 -7.142947607278781e-05 1.0570871316235875e-05 2.0533754622815714e-05 6.3662101614325998e-08 -2.715002571504799e-05 -3.8320070573908215e-07 2.9618635769131878e-07 -9.2082678302162593e-06 -5.453664485594395e-06 2.0410641257099541e-05 6.3455609557585991e-07 4.3450958497643911e-05 1.0669147062015941e-06 5.7975704788102624e-06 -3.9740749596040122e-05 1.0575094492586552e-06 1.2657452630053448e-06 2.6831282239670861e-06 4.9511743174378148e-07 -4.2756780854710971e-05
leaf_weight=41 94 211 159 59 70 41 109 45 31 109 55 33 88 178 29 120 115 28 30 443 173 28 95 104 55 117 56 89 30 69
leaf_count=41 94 211 159 59 70 41 109 45 31 109 55 33 88 178 29 120 115 28 30 443 173 28 95 104 55 117 56 89 30 69
internal_value=0.000446128 0.00067635 -0.00215768 -0.000554785 -0.00157806 -0.00422951 0.00112203 0.000868481 0.000686405 -0.0011871 0.000885312 -5.92591e-05 0.00056 0.00123643 -0.00056 -0.000639118 0.00152239 0.00175942 -0.00107368 0.00216183 0.00115094 0.00134884 0.00107273 0.00134884 0.000638889 -0.00118367 -0.00179679 0.000991736 0.00206349 -0.00134513
internal_weight=2904 2674 230 710 463 111 1964 1753 1644 154 1490 404 349 1086 149 352 937 822 189 644 201 247 219 247 143 293 176 120 125 102
internal_count=2904 2674 230 710 463 111 1964 1753 1644 154 1490 404 349 1086 149 352 937 822 189 644 201 247 219 247 143 293 176 120 125 102
cat_boundaries=0 29 46 48 49 76 91 93 95 96 97 120
cat_threshold=268435472 0 0 0 2147483648 1 0 0 0 0 0 0 64 0 0 4096 0 0 0 0 2147483648 0 0 8 0 0 0 0 524288 268566529 268435456 536870912 512 524320 8258 33554432 537001984 33619968 0 8192 320 0 0 0 0 4096 67152960 2 282 0 8 0 0 8192 0 0 0 1 32768 0 0 0 0 268435456 0 0 0 0 2048 128 0 4194304 0 0 268451840 4 0 0 1073750016 2097152 0 134217728 0 8192 0 536870944 0 0 0 0 67108864 16785472 34 32 2147484672 10 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 20971520
is_linear=0
shrinkage=0.04


Tree=755
num_leaves=31
num_cat=13
split_feature=7 8 7 12 9 12 8 0 15 12 12 3 17 2 2 2 2 8 2 3 3 12 2 2 0 2 2 3 0 2
split_gain=1.29137 1.13282 0.560589 0.600652 0.506811 0.845855 0.453203 0.487328 0.409075 0.39434 0.344149 0.383209 0.313122 0.300251 0.278776 0.598863 0.28014 0.261426 0.253468 0.230531 0.219016 0.357737 0.213339 0.279878 0.440542 0.48455 0.430841 0.572239 0.574415 0.541661
threshold=0 1 2 3 4 5 6 47.750000000000007 7 8 9 2016.5000000000002 10 9.5000000000000018 29.500000000000004 16.500000000000004 7.5000000000000009 11 22.500000000000004 2014.5000000000002 2018.5000000000002 12 5.5000000000000009 80.500000000000014 39.07500000000001 151.50000000000003 27.500000000000004 1994.5000000000002 15.500000000000002 24.500000000000004
decision_type=9 9 9 9 9 9 9 8 9 9 9 8 9 10 8 10 10 9 10 10 8 9 8 10 10 10 10 10 10 10
left_child=10 20 3 13 9 17 -7 8 18 -4 11 -1 -10 -3 15 16 -5 -6 -8 -19 -2 -22 -14 26 -25 -26 29 28 -28 -24
right_child=1 2 4 14 5 6 7 -9 12 -11 -12 -13 22 -15 -16 -17 -18 19 -20 -21 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-1.9810607447766935e-06 4.0406834281458901e-06 -2.088496377588658e-05 5.2088896311564174e-05 -3.2555188548308025e-05 -6.9594856312228947e-08 8.9973829385093812e-07 1.8619480190211209e-06 -2.7098350726532801e-05 1.8719747549464517e-07 1.9297127082498724e-08 3.1078042908317383e-06 5.7631473833070524e-06 6.2841050363799429e-08 1.5234507234958471e-06 -2.4812091596427043e-05 1.8145720712666294e-06 -3.7420434464903653e-05 1.0295772418521514e-05 -1.093679389072093e-07 -4.2736539845380698e-05 1.1412520744194418e-06 1.2517298090736971e-07 -5.5381638107553827e-06 3.1829978303573821e-06 4.9547879903008282e-05 -3.103725553532657e-05 -9.9958782912273415e-07 -0.0004135965199634941 5.8399995692089685e-07 4.1567101628523944e-06
leaf_weight=25 64 34 107 26 140 145 63 57 105 177 216 87 106 67 61 25 26 258 66 27 112 176 429 42 29 27 88 26 53 37
leaf_count=25 64 34 107 26 140 145 63 57 105 177 216 87 106 67 61 25 26 258 66 27 112 176 429 42 29 27 88 26 53 37
internal_value=1.51621e-05 -0.000289474 -0.000625448 -0.002416 -0.000397391 -0.000660035 -0.00117445 -0.00144688 -0.00126493 0.00113898 0.00233628 0.000390244 -0.0015446 3.57144e-05 -0.00408054 -0.00271795 -0.00513208 0.00087156 0.000828572 0.00155405 0.00178512 0.0013564 -0.0018066 -0.00207104 -8.08079e-05 -0.00238596 -0.00237855 -0.00411905 -0.00307042 -0.00174732
internal_weight=2901 2573 2221 239 1982 1698 1273 1128 1071 284 328 112 942 101 138 77 52 425 129 285 352 288 837 731 98 56 633 167 141 466
internal_count=2901 2573 2221 239 1982 1698 1273 1128 1071 284 328 112 942 101 138 77 52 425 129 285 352 288 837 731 98 56 633 167 141 466
cat_boundaries=0 17 44 62 64 66 68 87 88 90 92 93 116 118
cat_threshold=16384 145 1140850688 8192 0 134217728 0 8192 0 0 0 0 16 268435456 67108864 0 1073741840 0 4 0 0 65536 0 0 0 1 0 0 131332 0 0 0 0 0 0 0 10240 256 0 4194304 0 0 0 68 131072 0 536870912 2564 0 2 0 0 33554432 0 8224 256 0 0 0 32 0 384 9568 32 1073873153 20 1188928 2 16 8 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 4096 2148532224 258 32 139520 34 18 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 83976192 32
is_linear=0
shrinkage=0.04


Tree=756
num_leaves=31
num_cat=12
split_feature=8 7 4 2 12 7 1 0 2 9 2 11 4 4 12 3 13 11 0 5 2 2 11 0 7 2 2 7 3 2
split_gain=1.25402 0.852124 0.804752 0.715017 0.584534 0.59091 0.517502 0.466381 0.460732 0.800234 0.752638 0.745798 0.499045 0.661536 0.512525 0.429331 0.384086 0.306143 0.275631 0.26083 0.248327 0.230033 0.228995 0.327219 0.216454 0.317958 0.266841 0.206806 0.206191 0.228317
threshold=0 1 6670500000.000001 6.5000000000000009 2 3 5.5000000000000009 44.07500000000001 39.500000000000007 4 4.5000000000000009 5 3841755000.0000005 3890.0000000000005 6 2005.5000000000002 7 8 37.750000000000007 1.5000000000000002 18.500000000000004 25.500000000000004 9 39.07500000000001 10 4.5000000000000009 60.500000000000007 11 2012.5000000000002 25.500000000000004
decision_type=9 9 8 8 9 9 10 10 10 9 10 9 8 10 9 8 9 9 10 8 10 10 9 10 9 8 8 9 8 8
left_child=17 2 -2 -4 24 22 7 28 9 -7 11 -11 13 -12 16 -10 18 20 -14 -19 -1 -16 -6 -24 26 -26 -3 -17 -5 -30
right_child=1 4 3 6 5 8 -8 -9 15 10 12 -13 14 -15 21 27 -18 19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=6.83054920747843e-06 -5.8295096164633301e-05 2.4119660298818694e-07 -8.957800355778959e-05 0.00033363971425173203 7.0506677305516791e-06 7.7052021464017938e-06 -8.4746364738957896e-06 -3.8331362775596702e-06 -1.0829681710764032e-05 6.0871458983809693e-05 -1.700223868946662e-05 -5.7247768588824755e-05 7.0802422484916856e-08 -4.1225533328074797e-05 -4.9199639814250073e-06 -1.352557272541851e-07 8.4752492197240502e-06 3.2775563905945381e-06 -2.2129879984732443e-05 4.6323907737056617e-06 -1.4142027616678911e-06 -3.5404604920443843e-05 5.9055303761531576e-05 -5.3822718257035357e-07 -2.9131271863729586e-06 3.6685039143004503e-06 -2.7295597904133225e-07 8.526386798362694e-07 -6.9922989902879737e-07 3.4310133649675361e-06
leaf_weight=35 38 70 33 47 107 110 29 27 45 105 48 154 36 27 122 108 103 78 79 383 76 42 54 54 65 419 40 234 62 91
leaf_count=35 38 70 33 47 107 110 29 27 45 105 48 154 36 27 122 108 103 78 79 383 76 42 54 54 65 419 40 234 62 91
internal_value=0.0003436 -6.94914e-05 -0.00192899 -0.00125517 0.000240039 -0.000200139 -0.000529183 0.000122807 -0.000545751 -0.00108343 -0.00156259 0.000138462 -0.00255895 -0.00552632 -0.00196345 0.000587629 -0.000558952 0.00200343 -0.00206349 0.0024661 3.2787e-05 -0.00356571 0.00168142 0.000268908 0.00128264 0.00164848 -0.000330578 0.00107289 0.00079602 7.79222e-05
internal_weight=2921 2349 327 289 2022 1428 256 227 1213 826 716 259 457 75 382 387 218 572 115 461 111 164 215 108 594 484 110 342 200 153
internal_count=2921 2349 327 289 2022 1428 256 227 1213 826 716 259 457 75 382 387 218 572 115 461 111 164 215 108 594 484 110 342 200 153
cat_boundaries=0 27 45 47 64 66 69 70 71 73 76 93 102
cat_threshold=0 2060 0 0 2147549184 0 0 0 1 0 0 131076 0 0 0 0 0 0 4096 8192 384 524288 0 0 0 268451840 68 131074 128 33554432 526340 524288 64 0 0 0 32 8224 256 0 0 0 32 128 256 67275808 2 16384 1 1140850688 8192 2 0 0 8192 2048 0 0 0 16 268435456 0 0 1073741840 1 176 4 0 524288 1114178 2 32 512 16388 0 524288 0 0 67108864 0 0 0 0 131072 2048 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 131072 65536
is_linear=0
shrinkage=0.04


Tree=757
num_leaves=31
num_cat=14
split_feature=8 12 8 7 12 7 6 4 0 12 4 7 12 0 0 12 4 0 0 0 0 4 0 4 0 12 11 18 1 0
split_gain=0.925455 1.0692 0.647785 0.606684 0.564389 0.514331 0.500896 1.23253 0.577511 0.640307 0.497863 0.327397 0.485609 0.529059 0.312991 0.293873 0.275677 0.267938 0.192692 0.206847 0.175605 0.173545 0.157109 0.151947 0.148927 0.189511 0.180561 0.148733 0.56255 0.146743
threshold=0 1 2 3 4 5 6 133.00000000000003 30.500000000000004 7 1950.0000000000002 8 9 35.600000000000009 10.500000000000002 10 86.000000000000014 33.175000000000004 40.250000000000007 38.57500000000001 44.07500000000001 1104.0000000000002 16.750000000000004 520.00000000000011 35.250000000000007 11 12 13 5.5000000000000009 42.960000000000008
decision_type=9 9 9 9 9 9 9 10 8 9 10 9 9 8 10 9 10 10 10 10 10 8 10 10 10 9 9 9 8 10
left_child=1 16 29 4 18 15 11 8 -8 -10 27 12 13 -5 -13 -6 -1 -7 19 -4 -14 -16 -17 -9 -23 26 -26 -3 -29 -2
right_child=2 10 3 6 5 17 7 23 9 -11 -12 14 20 -15 21 22 -18 -19 -20 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=6.6380863992640519e-06 0.00038005333719297595 -5.0900062552771689e-05 -1.9271405910578368e-06 -1.3881063537104871e-08 -5.7529011617821785e-10 6.4343518367153625e-06 -2.9409371557816675e-05 -0.00050093110651102009 -4.1712036739888438e-05 0.00012051672785298648 2.065067774852891e-05 -1.0968660717480816e-08 5.3758134706948491e-07 -7.374056555700987e-05 2.809451613339949e-05 6.8416272531837368e-07 -1.0742228703552236e-05 -3.1007975791541356e-05 -2.0019612084091507e-06 -8.9787227355460141e-07 -2.4564129108960261e-06 8.5932973933371135e-07 4.2345922094462696e-06 -1.9220231547801388e-06 2.2324478740406527e-06 3.2790568566946871e-06 1.3091938402577196e-07 -7.8115836180237071e-06 -0.00010974207973211412 7.7913830882461149e-06
leaf_weight=116 193 35 57 90 106 32 33 27 118 254 39 65 239 25 65 38 25 101 34 72 28 217 82 37 241 201 176 118 25 53
leaf_count=116 193 35 57 90 106 32 33 27 118 254 39 65 239 25 65 38 25 101 34 72 28 217 82 37 241 201 176 118 25 53
internal_value=0.000559973 -0.00132249 0.000823122 0.000609621 -0.000585366 0.000313514 0.00095457 -0.000175 0.000640394 0.00109383 -0.00303509 0.0013461 0.0003257 -0.00174603 0.0017418 0.00145148 0.00134211 -0.00158333 -0.00245977 -0.00187692 0.0012518 0.00195339 0.00274809 -0.00529231 0.00179426 0.00147334 0.000906542 -0.00406704 -0.00463889 0.0027393
internal_weight=2942 358 2584 2338 522 359 1816 469 405 372 217 1347 382 115 965 226 141 133 163 129 267 900 120 64 835 618 417 178 143 246
internal_count=2942 358 2584 2338 522 359 1816 469 405 372 217 1347 382 115 965 226 141 133 163 129 267 900 120 64 835 618 417 178 143 246
cat_boundaries=0 29 31 61 78 80 89 90 91 108 110 112 114 115 116
cat_threshold=1342177280 0 0 134217728 0 0 0 2147483648 0 0 0 2048 8192 0 0 4096 0 0 33558528 2048 2147483648 0 0 8 0 0 0 0 524288 16943136 32 0 2048 4 0 65536 0 524288 0 1 0 0 4 64 1024 0 0 0 0 0 8192 0 524288 0 0 0 16384 4 0 0 8192 131073 1 1048576 2361348 524290 66 0 0 33622016 0 0 0 0 0 0 32 4224 99392 2 0 0 0 2052 2 0 0 0 33622016 394 67215392 0 128 0 524288 32 0 0 131072 0 48 0 0 16 0 0 0 16 41984 32 1050626 32 17989954 32 4 4
is_linear=0
shrinkage=0.04


Tree=758
num_leaves=31
num_cat=8
split_feature=7 2 8 11 5 12 12 12 2 4 2 2 2 3 2 3 9 2 7 4 3 2 3 2 3 0 0 2 2 2
split_gain=1.29332 0.648008 0.5859 0.880581 0.830358 0.686254 0.498148 0.408602 0.417346 0.356135 0.369842 0.342336 0.335915 0.318564 0.31478 0.310639 0.306078 0.38691 0.277584 0.258506 0.228426 0.227051 0.216678 0.230546 0.216293 0.211965 0.207004 0.194606 0.186695 0.513537
threshold=0 129.50000000000003 1 2 5.5000000000000009 3 4 5 12.500000000000002 425.00000000000006 151.50000000000003 17.500000000000004 14.500000000000002 2018.5000000000002 2.5000000000000004 1995.5000000000002 6 220.50000000000003 7 520.00000000000011 1995.5000000000002 38.500000000000007 2015.5000000000002 75.500000000000014 2010.5000000000002 35.850000000000009 44.07500000000001 9.5000000000000018 50.500000000000007 321.00000000000006
decision_type=9 10 9 9 8 9 9 9 8 10 10 10 8 8 8 8 9 8 9 10 10 8 10 10 8 10 10 10 8 8
left_child=1 12 6 4 -4 15 13 11 -9 14 26 -6 19 -2 -7 -5 21 22 -14 20 25 27 23 -18 -20 -1 -11 -17 -10 -30
right_child=2 -3 3 5 7 9 -8 8 28 10 -12 -13 18 -15 -16 16 17 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.3202396537045064e-06 1.8112153880658691e-06 7.397179178477376e-05 -1.3981261403320019e-05 7.1398018420201165e-05 -2.8188008317897584e-06 -1.2157085868717702e-06 9.5607000830401144e-07 4.542248923818355e-06 -2.4596545703291516e-06 -2.1304695084591369e-06 0.00040162018501070705 1.1816706255224237e-05 2.9784620493721891e-07 -1.2453852817311509e-07 9.6029377421367042e-06 7.2772725261506103e-06 -1.8780995467994748e-05 -0.00010984346951853383 -7.8157480595148209e-05 0.0017200196347425926 5.2126856854517529e-07 0.0005926976295921255 1.2772959596164657e-05 8.3698233250275452e-06 -7.1216245479592838e-07 -3.0693876590463281e-05 3.4694998552214635e-06 -2.1025755398946729e-06 9.9253653050671605e-07 -2.270566162687966e-05
leaf_weight=31 49 35 46 25 46 56 506 37 60 91 28 63 136 178 763 30 174 45 36 30 25 32 28 25 150 56 33 60 28 31
leaf_count=31 49 35 46 25 46 56 506 37 60 91 28 63 136 178 763 30 174 45 36 30 25 32 28 25 150 56 33 60 28 31
internal_value=0.000576687 -0.00126274 0.000955419 0.00053972 -0.00135404 0.000970735 0.00189785 -0.000526316 -0.00177245 0.00155193 -0.00020915 0.0013 -0.00168602 0.000285714 0.00189756 -0.000381395 -0.000668354 -0.00138516 -0.000965944 -0.0033007 -0.00417699 0.000962406 -0.000754386 -0.00122 -0.00190863 -0.00513636 -0.001152 1.47374e-10 -0.00303333 -0.0014
internal_weight=2933 499 2434 1701 311 1390 733 265 156 971 152 109 464 227 819 419 394 272 322 142 112 122 227 199 186 87 124 90 119 59
internal_count=2933 499 2434 1701 311 1390 733 265 156 971 152 109 464 227 819 419 394 272 322 142 112 122 227 199 186 87 124 90 119 59
cat_boundaries=0 18 45 48 49 50 51 53 70
cat_threshold=268566529 0 603987968 526852 524288 0 0 268435456 33554432 32 0 384 0 0 0 0 4224 384 0 14 0 0 65536 1 0 0 0 0 0 131072 0 0 0 0 0 0 4096 2048 256 524288 16777216 0 0 268435456 64 2147516448 512 524288 68233280 140322 1056866 0 20528 0 0 0 4 0 0 0 268435456 0 32 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=759
num_leaves=31
num_cat=12
split_feature=7 4 4 12 11 12 7 2 0 2 2 11 7 0 12 2 2 2 2 2 2 2 0 2 9 12 17 3 6 3
split_gain=1.4416 0.873797 1.03865 0.67621 0.624787 1.10502 0.59595 0.582429 0.538201 0.526929 0.487356 0.60019 0.447617 0.962894 0.73702 0.629603 0.401434 0.398755 0.38251 0.341964 0.339847 0.356658 0.322467 0.316288 0.425613 0.458382 0.613117 0.462398 0.412362 0.310477
threshold=0 5965.0000000000009 2091500000.0000002 1 2 3 4 80.500000000000014 37.750000000000007 35.500000000000007 37.500000000000007 5 6 31.500000000000004 7 10.500000000000002 20.500000000000004 41.500000000000007 47.500000000000007 76.500000000000014 81.500000000000014 349.50000000000006 42.960000000000008 33.500000000000007 8 9 10 2014.5000000000002 11 2016.5000000000002
decision_type=9 10 10 9 9 9 9 10 10 8 8 9 9 10 9 10 8 10 10 8 10 10 8 8 9 9 9 10 9 8
left_child=3 4 19 6 5 -2 8 9 -1 -7 -5 17 13 -6 22 -15 -4 -12 29 -3 -20 -22 -14 24 -16 -26 -27 28 -28 -8
right_child=1 2 16 10 12 7 18 -9 -10 -11 11 -13 14 15 23 -17 -18 -19 20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=1.5375621873976076e-07 9.105181920733767e-07 -2.5062940650945413e-05 0.0028817478937263621 3.5855456605478176e-06 -2.5855802258608299e-06 -6.802507304228061e-06 -4.3076199315586983e-06 -5.1703355606525014e-06 -1.2089826211237246e-06 1.3335793822394025e-07 -1.1232138779544029e-07 2.8900348432074792e-06 -1.0790733003943694e-05 -7.7010471255023932e-06 0.0022234297627844461 1.3782877755717649e-05 -9.7160454654327439e-06 2.3595253246364554e-08 -6.0593064889543143e-06 -3.0835302663609058e-05 1.4003842163513684e-05 -3.1478688740396013e-06 1.1778461619824153e-06 1.5773674395909146e-05 1.1333760991958184e-05 2.7511080993643539e-05 -2.1688343408756564e-07 0.0009125389402706998 -7.6538072354176867e-05 4.0263386869151579e-06
leaf_weight=63 104 58 30 341 40 133 30 33 51 85 25 170 212 88 118 82 80 104 43 46 34 25 41 307 107 103 101 32 110 144
leaf_count=63 104 58 30 341 40 133 30 33 51 85 25 170 212 88 118 82 80 104 43 46 34 25 41 307 107 103 101 32 110 144
internal_value=0.000340021 -0.000312337 -0.00271628 0.00153698 -9.42825e-06 -0.00147541 0.000199501 -0.0028855 -0.002112 -0.00222831 0.00233487 0.00118667 0.000387574 -0.00126697 0.000704028 1.4814e-10 1.47669e-10 -0.000885714 0.00119861 -0.0055619 -0.000699029 0.00126667 -0.00116667 0.00125084 0.000706294 0.000112069 -0.000605042 -0.00168504 -0.00243396 0.00237714
internal_weight=2940 1910 214 1030 1696 355 390 251 114 218 640 299 1341 210 1131 170 110 129 276 104 102 59 253 878 571 453 346 243 211 174
internal_count=2940 1910 214 1030 1696 355 390 251 114 218 640 299 1341 210 1131 170 110 129 276 104 102 59 253 878 571 453 346 243 211 174
cat_boundaries=0 17 19 22 23 31 32 49 50 52 54 55 56
cat_threshold=1 145 0 2048 0 64 131072 809639936 2048 8192 40960 2097408 16 268435456 67108864 0 1073741968 84018178 32 32 1115136 524288 68239392 0 128 0 0 0 0 131072 536870912 16416 2 0 1610612736 0 0 0 0 0 33619968 32 0 0 0 0 0 0 4096 84032 1073741824 176 132128 32 8 332
is_linear=0
shrinkage=0.04


Tree=760
num_leaves=31
num_cat=13
split_feature=7 6 2 7 2 8 12 2 2 17 6 12 7 12 1 2 1 2 2 2 2 12 11 3 2 3 12 0 0 0
split_gain=1.10362 0.691891 0.859707 0.610915 0.50153 0.456624 0.430122 0.663229 0.427924 0.412187 0.509679 0.319459 0.294853 0.466798 0.543392 0.46046 0.3094 0.308188 0.447956 0.38988 0.277204 0.235632 0.231688 0.27364 0.22979 0.225967 0.223143 0.231187 0.219163 0.199964
threshold=0 1 8.5000000000000018 2 38.500000000000007 3 4 4670.5000000000009 129.50000000000003 5 6 7 8 9 4.5000000000000009 171.00000000000003 4.5000000000000009 8.5000000000000018 47.500000000000007 39.500000000000007 18.500000000000004 10 11 1997.5000000000002 23.500000000000004 1997.5000000000002 12 38.20000000000001 39.07500000000001 16.750000000000004
decision_type=9 9 10 9 8 9 9 8 10 9 9 9 9 9 10 8 10 10 10 10 10 9 9 10 8 10 9 10 10 10
left_child=1 4 -3 -2 11 -5 7 -7 25 10 21 -1 13 16 -15 17 -11 -16 19 28 -12 -8 23 -14 -18 -6 27 -24 -19 -20
right_child=3 2 -4 5 8 6 9 -9 -10 12 20 -13 22 14 15 -17 24 18 29 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4380772384311496e-06 3.5924059275416678e-05 -9.5877178802938551e-05 -4.0168876933557942e-06 -1.1826215875736009e-05 -3.034617075372763e-06 2.4100286842141317e-06 8.404284256443253e-06 -5.3214106965340477e-05 2.6803695283699867e-06 -2.4340854493401232e-05 -4.2760038362170371e-06 -3.1276478359725615e-07 2.7285139981506725e-07 1.6736774261480247e-05 2.3050807026994242e-06 -3.4607952867318336e-05 -9.2724480685890189e-07 1.2521810919868539e-06 -8.0385318471002269e-08 -3.3356540950749885e-07 -5.5605001050304992e-05 -5.3873219535834928e-07 -7.6864734544435247e-06 -5.1532358567654335e-05 4.4971163018373156e-07 4.5738575596913638e-06 1.5173743467979431e-05 4.0586577179088389e-06 -6.2134388968204574e-06 3.3513507325548822e-06
leaf_weight=125 108 31 101 100 170 360 117 38 38 27 126 131 83 78 31 25 35 76 27 34 26 156 47 37 62 25 259 416 41 44
leaf_count=125 108 31 101 100 170 360 117 38 38 27 126 131 83 78 31 25 35 76 27 34 26 156 47 37 62 25 259 416 41 44
internal_value=9.94959e-05 -0.00138608 -0.00386014 0.00049577 -0.000648 0.000345745 0.000473098 0.00164303 -0.002 0.000197952 -0.000871559 0.000560311 0.000546137 -0.000244399 0.000501363 -0.000315412 -0.00225185 0.000204725 -0.00032287 -0.00155263 -0.00265031 0.000183099 0.000994138 -0.000610687 -0.00134694 -0.0027551 0.00126603 0.000700422 -0.000440678 0.00227778
internal_weight=2974 621 132 2353 489 2245 2145 398 233 1747 425 256 1322 480 356 278 124 253 222 151 152 273 842 120 97 195 722 463 117 71
internal_count=2974 621 132 2353 489 2245 2145 398 233 1747 425 256 1322 480 356 278 124 253 222 151 152 273 842 120 97 195 722 463 117 71
cat_boundaries=0 18 19 37 67 68 69 70 71 88 90 92 94 95
cat_threshold=147458 0 637542400 524804 32 8256 0 805306368 33619968 0 8192 384 268435456 0 0 0 0 256 154 0 1 0 0 0 2048 0 8192 0 0 32768 0 0 0 67108864 0 1073741824 32768 268435456 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 16384 64 0 524288 4096 17966080 28 384 43074 0 0 1073741824 0 0 0 131072 131072 0 0 32 0 0 0 0 0 4240 32768 32 34 32 32800 1536 67176546
is_linear=0
shrinkage=0.04


Tree=761
num_leaves=31
num_cat=11
split_feature=7 7 4 4 4 6 12 12 2 2 2 12 2 2 2 2 2 12 2 2 2 3 2 2 2 1 16 7 12 16
split_gain=1.27885 0.694237 0.491769 0.789136 0.401554 0.380248 0.6748 0.344385 0.394333 0.362064 0.337856 0.335556 0.482657 0.448145 0.456894 0.644836 0.907881 0.312005 0.317804 0.263362 0.21302 0.212967 0.446924 0.308415 0.19755 0.229817 0.215963 0.19723 0.385896 0.583816
threshold=0 1 38500.000000000007 1009900000.0000001 31889.500000000004 2 3 4 4.5000000000000009 2.5000000000000004 5.5000000000000009 5 6.5000000000000009 40.500000000000007 28.500000000000004 17.500000000000004 9.5000000000000018 6 89.500000000000014 80.500000000000014 49.500000000000007 1992.5000000000002 17.500000000000004 33.500000000000007 80.500000000000014 5.5000000000000009 7 8 9 10
decision_type=9 9 10 10 8 9 9 9 8 8 10 9 10 8 10 10 10 9 8 10 10 10 10 10 10 8 1 9 9 1
left_child=4 21 5 -4 -1 6 10 9 -9 -7 -3 12 -6 14 15 16 -13 -8 -19 -15 -14 -2 -23 -24 27 26 -26 28 29 -10
right_child=1 2 3 -5 11 7 17 8 24 -11 -12 13 20 19 -16 -17 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.033645842926493e-05 7.363416384032459e-06 -8.0215108138622721e-05 -2.8048093304912221e-05 -4.3762707146781968e-07 -2.7902527171924672e-05 -4.4904056435354083e-06 6.0982687164524636e-05 6.3713514409505358e-06 -6.6794288930403031e-06 2.2093904927414285e-06 -2.3445297578382098e-05 -8.3496928552223681e-07 7.7583084713394644e-06 5.8202570841693242e-06 -9.2473447453401663e-06 4.202903937625707e-07 -3.1719467101961761e-06 -1.8032906721922198e-05 0.00057438928608141682 -4.7570285328010885e-07 -3.4909058941630571e-07 0.0011082330262870098 -2.6083665515331599e-05 6.5025588168379486e-07 9.9848228072238131e-06 9.2401830712239379e-06 -7.6606822140210495e-07 4.5699514734274627e-08 -1.5421147511815344e-08 -1.0966111177077633e-07
leaf_weight=34 337 31 29 94 28 29 110 129 34 378 69 32 51 54 27 32 26 227 57 38 32 38 27 65 64 36 30 516 204 82
leaf_count=34 337 31 29 94 28 29 110 129 34 378 69 32 51 54 27 32 26 227 57 38 32 38 27 65 64 36 30 516 204 82
internal_value=-4.08023e-05 0.000271082 -3.94365e-05 -0.00248387 -0.00225753 0.000112168 -0.000839604 0.000428288 5.42497e-05 0.0014067 -0.0036036 -0.00186916 3.2787e-05 -0.00274545 -0.00450847 -0.00307692 -0.00555932 -5.92591e-05 -0.000759322 -0.000774193 0.00157143 0.00164854 0.000305344 -0.0012043 -0.000223371 0.00122137 0.000168421 -0.000449223 -0.00120846 -0.00296063
internal_weight=2940 2586 2119 123 354 1996 494 1502 1095 407 100 320 111 209 117 90 58 394 284 92 83 467 130 92 966 130 94 836 320 116
internal_count=2940 2586 2119 123 354 1996 494 1502 1095 407 100 320 111 209 117 90 58 394 284 92 83 467 130 92 966 130 94 836 320 116
cat_boundaries=0 18 35 36 37 39 40 42 43 52 54 55
cat_threshold=147456 0 67108864 524804 65536 8258 0 4194304 0 32 0 128 268435456 0 0 32 0 384 268435457 145 1611661312 2048 32 0 4194304 8192 2048 16 8192 0 128 268435456 0 0 16 84 59392 67150880 2 1123424 1180768 2 2 0 0 0 0 0 0 131072 131072 33554432 16908290 32 2
is_linear=0
shrinkage=0.04


Tree=762
num_leaves=31
num_cat=15
split_feature=8 12 3 3 9 6 5 9 0 5 11 3 12 3 9 3 6 0 12 15 9 0 0 0 6 12 0 0 0 18
split_gain=1.04815 0.54477 0.736257 3.01439 0.575556 0.920779 0.794675 0.483081 0.454384 0.33522 0.296889 0.376856 0.288522 0.340308 0.280378 0.271173 0.404659 0.261113 0.214896 0.227991 0.211546 0.225188 0.203208 0.179447 0.175625 0.188679 0.235226 0.258411 0.123856 0.128719
threshold=0 1 1999.5000000000002 1994.5000000000002 2 3 1.5000000000000002 4 10.500000000000002 1.5000000000000002 5 2006.5000000000002 6 2007.5000000000002 7 2011.5000000000002 8 39.07500000000001 9 10 11 18.500000000000004 40.675000000000004 15.500000000000002 12 13 29.500000000000004 16.750000000000004 38.57500000000001 14
decision_type=9 9 8 10 9 9 10 9 10 10 9 8 9 10 9 10 9 10 9 9 9 10 10 8 9 9 10 10 10 9
left_child=12 7 3 -3 5 6 -4 -2 -6 24 11 -10 13 14 -1 16 -13 -18 23 -20 -14 -22 -7 -12 -9 26 27 -26 29 -21
right_child=1 2 4 -5 8 22 -8 9 10 -11 18 15 20 -15 -16 -17 17 -19 19 28 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.9973084333456864e-08 7.4568625719359049e-06 3.2839418660362388e-05 -4.9598784730894044e-05 -0.00013863443579184204 -2.1751306931459326e-07 2.5761597130919824e-05 1.498661772461116e-06 -1.6979707561819326e-06 5.3076736753492549e-05 -1.2761849671446896e-05 -2.1334677977290065e-07 1.1825387949203075e-06 3.8036134308965578e-06 -1.4896724610339668e-05 1.8772266325625804e-05 5.7805265442252402e-06 1.8708220605700975e-07 -1.9419702079673347e-05 8.0848803745251008e-07 0.0010191113158920129 1.7700264016196871e-06 4.834402045803063e-06 -7.0599457045462301e-05 1.4627057021399393e-06 9.8586181884438427e-08 1.254559305043307e-06 8.6288667354192379e-06 -1.7241554827226095e-06 1.9744850433124749e-05 -0.00022140964889806388
leaf_weight=162 210 35 110 39 59 95 43 163 42 43 50 129 102 25 113 82 40 135 199 26 57 273 32 94 91 189 139 47 72 35
leaf_count=162 210 35 110 39 59 95 43 163 42 43 50 129 102 25 113 82 40 135 199 26 57 273 32 94 91 189 139 47 72 35
internal_value=0.000219645 -0.000219004 -0.000731928 -0.00458667 -0.000504823 -0.00206186 -0.00407317 0.000546473 -2.87473e-05 1.17132e-05 0.000194475 -0.00056492 0.00151817 0.00051447 0.000942029 -0.000971576 -0.00152131 -0.00268817 0.000870637 0.00142274 0.0021851 0.00269795 0.000492754 -0.000412903 0.000247619 0.000637317 -4.16665e-05 -0.00120863 8.33335e-05 -0.00122581
internal_weight=2931 2199 1317 74 1243 280 153 882 963 672 904 428 732 300 275 386 304 175 476 332 432 330 127 144 629 466 277 138 133 61
internal_count=2931 2199 1317 74 1243 280 153 882 963 672 904 428 732 300 275 386 304 175 476 332 432 330 127 144 629 466 277 138 133 61
cat_boundaries=0 29 31 33 34 36 37 39 41 42 43 44 46 47 49 50
cat_threshold=1073741824 12 0 0 8192 0 0 2147483648 0 32768 0 133124 2048 1049088 0 0 0 0 0 8192 384 524288 0 0 0 0 64 0 524288 1189984 34 0 12336 284 0 24612 32772 215042 2 0 10240 384 65792 2214592512 0 24580 338 1179712 32 4
is_linear=0
shrinkage=0.04


Tree=763
num_leaves=31
num_cat=6
split_feature=7 7 15 12 0 2 2 2 3 2 3 1 0 0 2 0 12 2 2 2 2 3 2 4 4 2 6 2 1 1
split_gain=0.843223 0.557557 0.536156 0.9531 0.601918 0.654805 0.521398 0.594741 0.5477 0.457763 0.450905 0.443993 0.442314 0.470337 0.445449 0.592103 0.348061 0.342869 0.412954 0.289039 0.269998 0.349683 0.266683 0.264571 0.331523 0.258762 0.425756 0.443892 0.260636 0.246582
threshold=0 1 2 3 12.250000000000002 47.500000000000007 6.5000000000000009 12.500000000000002 2011.5000000000002 3.5000000000000004 1992.5000000000002 5.5000000000000009 40.250000000000007 36.400000000000006 1.5000000000000002 23.500000000000004 4 14.500000000000002 80.500000000000014 45.500000000000007 34.500000000000007 2010.5000000000002 46.500000000000007 9300.0000000000018 1009900000.0000001 12.500000000000002 5 6.5000000000000009 4.5000000000000009 4.5000000000000009
decision_type=9 9 9 9 10 10 8 8 8 10 8 8 8 10 10 10 9 10 10 10 10 10 8 10 10 10 9 10 10 10
left_child=25 6 9 4 -4 23 -2 -8 -9 -3 -11 -7 13 14 -5 -16 19 -10 -19 20 21 -12 -14 -6 -25 26 27 28 -1 -18
right_child=1 2 3 12 5 11 7 8 17 10 16 -13 22 -15 15 -17 29 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.3369017241505993e-06 -7.4061977343910536e-05 7.0532697464247303e-06 -5.6659268614151471e-06 -0.00039467079753631364 2.2723754621872588e-05 -4.147353790362785e-05 0.00017676199885730104 -6.4022738410178331e-05 -5.9136998513367724e-05 4.0137793263448214e-05 -9.4777558134844086e-08 5.9249971356990676e-06 -1.5259413218725788e-06 -6.9382019088139592e-05 -6.4162348476493331e-07 1.6145902760228045e-05 1.0990098394482703e-05 7.1660066028351655e-07 -2.327281658557193e-06 1.5369053851219475e-07 -6.6299913613626376e-07 -3.9077343320944548e-05 1.1332792430926166e-05 -9.9014840003036798e-05 3.5833259780048385e-05 2.9584198382463859e-06 5.9590759948268619e-06 -4.2570769776580275e-05 1.0373470126110213e-06 2.1733108109557934e-07
leaf_weight=28 50 145 38 30 200 45 33 34 51 50 183 31 30 68 62 28 34 114 36 162 60 44 31 25 27 339 132 29 65 732
leaf_count=28 50 145 38 30 200 45 33 34 51 50 183 31 30 68 62 28 34 114 36 162 60 44 31 25 27 339 132 29 65 732
internal_value=0.000144365 -0.00019881 4.91161e-05 -0.000926517 0.000381963 0.000948328 -0.00172644 -0.00107063 -0.00177966 0.000478536 0.000236967 -0.00228571 -0.00278462 -0.00385185 -0.00231405 -0.000879121 8.2237e-05 -0.000970297 1.48025e-10 -0.000791304 -0.00156944 -0.000929824 6.45163e-05 0.00192885 -0.000603773 0.00147682 0.000533333 -0.00114286 0.00012766 0.000597169
internal_weight=2936 2343 2025 615 366 328 318 268 235 1410 1265 76 249 188 120 90 1215 201 150 449 287 227 61 252 52 593 254 122 93 766
internal_count=2936 2343 2025 615 366 328 318 268 235 1410 1265 76 249 188 120 90 1215 201 150 449 287 227 61 252 52 593 254 122 93 766
cat_boundaries=0 18 36 37 39 40 41
cat_threshold=0 268435473 603987968 0 524322 134217730 0 805314560 0 8224 32800 0 144 268435456 0 32 1073746064 256 268566530 0 1048576 2623492 0 8192 0 0 0 134217728 0 384 0 0 0 0 0 128 2224029696 163938 34 68364544 268
is_linear=0
shrinkage=0.04


Tree=764
num_leaves=31
num_cat=10
split_feature=8 7 12 5 7 7 9 0 8 0 2 2 3 2 10 9 7 2 2 5 0 0 2 0 0 0 2 0 2 2
split_gain=0.99614 0.948168 0.696104 0.781063 0.59584 0.569269 0.468557 0.469108 0.45534 0.448885 0.409822 0.388773 0.386887 0.371162 0.457466 0.501582 0.55628 0.396641 0.342636 0.33963 0.307749 0.61951 0.339388 0.33372 0.299978 0.295396 0.288394 0.274301 0.239039 0.261771
threshold=0 1 2 2.5000000000000004 3 4 5 10.500000000000002 6 21.500000000000004 4.5000000000000009 4.5000000000000009 1997.5000000000002 8.5000000000000018 7 8 9 7.5000000000000009 10.500000000000002 1.5000000000000002 15.500000000000002 14.500000000000002 29.500000000000004 44.07500000000001 35.850000000000009 22.250000000000004 53.500000000000007 40.675000000000004 10.500000000000002 17.500000000000004
decision_type=9 9 9 10 9 9 9 8 9 10 10 8 10 8 9 9 9 10 10 8 10 8 10 10 10 10 10 10 10 10
left_child=19 -2 3 5 9 12 7 -6 -9 -4 -10 -7 -3 17 15 28 25 -13 27 -1 21 -18 -23 -22 -12 -17 -24 -8 -15 -30
right_child=1 2 4 -5 6 11 18 8 10 -11 24 13 -14 14 -16 16 20 -19 -20 -21 23 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.5349658644897816e-07 0.00010156986966225138 -3.2280992476647641e-07 -1.5686004733775097e-07 -7.3812373579032019e-06 -1.2469560533705373e-06 8.4101134406329884e-06 -4.7202430537827418e-07 1.2693654397821775e-06 -9.4036330603308935e-05 5.8048347818655141e-06 -7.4898169647121516e-07 5.6259072709961527e-08 -5.2468515878579241e-05 5.7290497078444306e-05 5.8681753072857399e-05 1.3955434972087083e-07 6.9191453564707175e-07 -0.00034963825413686443 -6.9835899945342041e-05 3.2515625718358587e-06 4.2877384263983163e-06 2.2303814472329126e-07 -1.1897283797353527e-06 -3.3044618522146517e-06 2.993743643608576e-07 -5.0583150597211324e-05 -2.9349161760806497e-08 -3.2213217145298892e-05 -2.9015430134110115e-05 -1.6653556846797651e-05
leaf_weight=66 121 76 133 56 38 167 70 102 61 102 47 82 25 47 133 29 64 33 113 391 428 38 39 51 179 74 32 25 32 92
leaf_count=66 121 76 133 56 38 167 70 102 61 102 47 82 25 47 133 29 64 33 113 391 428 38 39 51 179 74 32 25 32 92
internal_value=7.60096e-05 -0.0002416 -0.000423707 0.000100729 -0.00131669 0.000282744 -0.00195046 -0.00112329 -0.000728205 0.000406504 -0.00151678 0.000505917 -0.00246429 0.000251915 0.000486793 0.000153682 0.000600522 -0.00189655 -0.00350685 0.00176923 0.00103771 -0.000390804 -0.00221818 0.001575 -0.00077533 -0.002 -0.00383333 -0.001875 -0.00173626 -0.002752
internal_weight=2946 2489 2368 1498 870 1442 635 427 389 235 287 1341 101 1174 1059 926 755 115 208 457 652 173 109 479 226 103 71 95 171 124
internal_count=2946 2489 2368 1498 870 1442 635 427 389 235 287 1341 101 1174 1059 926 755 115 208 457 652 173 109 479 226 103 71 95 171 124
cat_boundaries=0 30 48 50 67 76 78 101 102 104 121
cat_threshold=1073741840 2052 4 0 2147483648 0 0 0 0 32768 0 131076 8192 1049600 0 0 0 0 0 10240 256 0 0 0 0 268435456 0 0 0 8192 2 0 8192 0 0 0 0 4202496 0 0 0 0 0 268435456 0 0 16 128 1115490 32 0 0 1048576 0 32 0 0 131072 67584 0 0 0 0 0 0 0 4096 0 0 1074790400 2097152 32 0 0 268435456 2048 1 6160 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 256 0 12432 0 0 0 0 0 0 0 0 33619968 32 0 128 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=765
num_leaves=31
num_cat=10
split_feature=7 9 8 12 12 1 0 2 2 0 0 4 7 2 2 2 12 12 0 2 0 2 12 2 1 8 2 2 0 2
split_gain=1.30154 0.845515 0.717487 0.61171 0.564566 0.976525 1.01216 0.535476 0.511034 0.562642 0.48292 0.452055 0.425625 0.384735 0.609182 0.382194 0.687807 0.57383 0.840879 0.688697 0.884557 0.621709 0.360193 0.358644 0.353998 0.345755 0.323041 0.21838 0.214038 0.210184
threshold=0 1 2 3 4 3.5000000000000004 38.57500000000001 4.5000000000000009 6.5000000000000009 26.500000000000004 22.250000000000004 1050.0000000000002 5 37.500000000000007 14.500000000000002 42.500000000000007 6 7 30.500000000000004 27.500000000000004 39.07500000000001 33.500000000000007 8 9.5000000000000018 5.5000000000000009 9 19.500000000000004 54.500000000000007 32.500000000000007 11.500000000000002
decision_type=9 9 9 9 9 10 10 8 10 10 10 10 9 10 10 10 9 9 10 10 10 10 9 10 8 9 10 10 10 8
left_child=1 28 11 -4 8 -6 10 22 -3 -10 -7 -2 29 14 -8 17 -17 18 -14 25 21 -21 -5 -20 27 -19 -25 -18 -1 -9
right_child=2 4 3 7 5 6 13 12 9 -11 -12 -13 15 -15 -16 16 24 19 23 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=5.5196492743724881e-06 4.5761884145205916e-06 -5.5302933038916535e-05 1.019946399309454e-06 -2.031052293978676e-07 5.306751187430445e-06 -1.3669799846058979e-06 -6.5305697181835642e-06 9.2499948979132675e-06 -5.2409015159270129e-07 1.1751692323250915e-05 -3.9611382427284065e-05 -1.0860549166849564e-06 1.0272544762738412e-06 -2.4177852766929265e-07 -6.8904341496612214e-05 1.2569198602113871e-06 -8.4878255788304274e-06 1.1258727216430665e-06 -0.00011127217481590894 -1.9546334078241906e-05 1.2762975713044318e-06 -3.9134930469245833e-06 5.52553659357491e-06 1.481368160905773e-07 -0.0002816292154043024 -1.6040447143204819e-06 -9.2211224293659358e-05 4.0704217188878941e-07 4.6125568044409677e-07 2.6544258613326362e-07
leaf_weight=32 358 30 275 110 43 28 55 37 49 59 29 51 61 39 25 246 31 129 36 33 63 36 105 26 34 471 25 104 93 216
leaf_count=32 358 30 275 110 43 28 55 37 49 59 29 51 61 39 25 246 31 129 36 33 63 36 105 26 34 471 25 104 93 216
internal_value=0.00010785 -0.00176876 0.00048332 0.000171791 -0.00275 -0.00401739 -0.00551412 -0.000105975 -0.000590604 0.000660551 -0.00986207 0.00199048 -0.000366688 -0.00336667 -0.00493827 -0.000658499 0.000336539 -0.00113507 -0.00332075 -0.000635262 -0.00324812 -0.00634286 0.00175926 -0.00604545 -0.00157778 -6.65556e-05 -0.00376923 -0.000735294 0.00102941 0.00110606
internal_weight=2929 482 2447 2038 357 219 176 1763 138 108 57 409 1548 119 80 1295 415 880 148 732 132 69 215 87 169 600 51 135 125 253
internal_count=2929 482 2447 2038 357 219 176 1763 138 108 57 409 1548 119 80 1295 415 880 148 732 132 69 215 87 169 600 51 135 125 253
cat_boundaries=0 18 20 50 52 54 71 72 73 75 98
cat_threshold=131074 128 1141907456 4 0 8194 0 268435456 33554432 134217728 8224 384 0 0 0 0 128 128 0 20484 0 8 0 0 0 0 262144 0 1 32768 0 131076 0 1048576 0 0 0 0 4096 10240 256 0 0 0 0 268435456 0 0 0 8192 68289536 2 16802880 32 0 0 0 2048 0 64 0 0 67584 0 0 0 0 268435456 0 32 1073745920 16787778 16785664 40962 32 0 2048 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=766
num_leaves=31
num_cat=12
split_feature=7 8 7 3 5 0 12 3 0 6 12 0 1 3 7 8 0 1 0 3 12 12 6 0 0 4 3 6 0 4
split_gain=0.985168 1.00239 0.660769 0.460318 0.450189 0.385803 0.438736 0.608613 0.362147 0.358576 0.341469 0.347953 0.340133 0.339573 0.326403 0.274721 0.499085 0.274022 0.26607 0.257433 0.221268 0.220477 0.458746 0.194568 0.380983 0.192974 0.182766 0.17798 0.177643 0.147884
threshold=0 1 2 1994.5000000000002 5.5000000000000009 10.500000000000002 3 2014.5000000000002 39.07500000000001 4 5 15.500000000000002 1.5000000000000002 1996.5000000000002 6 7 25.500000000000004 5.5000000000000009 39.07500000000001 2003.5000000000002 8 9 10 42.710000000000008 39.07500000000001 2960.0000000000005 2014.5000000000002 11 22.250000000000004 6373145000.000001
decision_type=9 9 9 8 8 10 9 8 10 9 9 10 10 10 9 9 10 10 10 10 9 9 9 10 10 10 8 9 10 8
left_child=4 17 13 -4 -1 -5 9 8 -8 19 11 -6 -13 25 -9 18 -17 -2 -16 23 -11 27 -23 24 28 -3 -22 -18 -7 -24
right_child=1 2 3 5 10 6 7 14 -10 20 -12 12 -14 -15 15 16 21 -19 -20 -21 26 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.4414913293421418e-07 6.4601796118332418e-06 -4.0082372174571776e-07 1.4702357551138109e-05 -4.1445414393219375e-07 -8.9839658152284698e-08 -1.8772403966060354e-07 -3.3639322726981242e-05 1.829154080974969e-07 -6.4242148899038552e-05 1.0798306593942346e-05 4.3104023808907356e-06 -2.159660922445539e-05 4.0979938966628883e-06 -5.4483834594944078e-05 -4.6895497964717694e-08 -9.5933945403093089e-06 8.3257096019385584e-06 -6.0231817296311341e-07 -6.9791125370277707e-06 1.5448945967163793e-06 7.6444594379143819e-05 -1.2562603460322104e-05 -3.9896321674697562e-06 1.0503034812407074e-05 -1.6480549508483937e-05 -6.1606282383070939e-05 2.8800846929363866e-06 -1.9050152163685732e-06 1.5837458422491615e-05 4.0608334483930491e-06
leaf_weight=55 225 127 42 87 108 75 29 114 135 104 252 35 198 50 105 50 218 30 78 35 25 104 25 25 47 27 125 172 40 182
leaf_count=55 225 127 42 87 108 75 29 114 135 104 252 35 198 50 105 50 218 30 78 35 25 104 25 25 47 27 125 172 40 182
internal_value=0.000265299 -0.000129427 -0.000431102 -0.000181619 0.00162671 -0.000281531 -0.000146832 -0.000549468 -0.00281212 0.000870637 0.00197306 0.00103409 0.00193162 -0.00253023 -0.000198284 -0.000448677 -9.97374e-05 0.00218045 -0.00179381 -0.000309013 0.0018717 0.000176638 -0.000608695 -0.000914893 -0.00142331 -0.00170323 0.000745342 0.000798005 -0.000172414 0.000495413
internal_weight=2924 2276 2021 1817 648 1775 1688 1212 164 476 593 341 233 204 1048 934 751 255 183 222 254 701 311 187 162 154 150 390 115 207
internal_count=2924 2276 2021 1817 648 1775 1688 1212 164 476 593 341 233 204 1048 934 751 255 183 222 254 701 311 187 162 154 150 390 115 207
cat_boundaries=0 18 39 57 59 60 62 79 103 104 105 106 107
cat_threshold=0 17 1073750016 524288 524320 134217728 0 139264 2048 8192 32768 128 16 0 0 0 1073741840 32768 0 0 0 0 2147483648 0 0 0 0 0 0 133124 8192 1024 0 0 0 0 0 10240 128 2 0 571473920 0 0 64 0 268435456 0 134217760 8192 256 0 0 0 0 128 384 155680 34 200 16983360 32 0 0 0 0 0 0 0 0 65536 0 0 0 0 268435456 0 0 4096 0 2048 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 256 0 16777216 8 147488 16810242 272 384
is_linear=0
shrinkage=0.04


Tree=767
num_leaves=31
num_cat=10
split_feature=8 12 6 0 8 2 0 2 1 0 2 0 1 2 2 9 17 4 12 12 2 9 0 6 0 2 3 3 3 4
split_gain=1.36432 0.694821 0.636968 0.557432 0.484915 0.456528 0.460007 0.456717 0.552566 0.480258 0.451439 0.417735 0.414127 0.348965 0.434111 0.341559 0.367851 0.338115 0.300271 0.275185 0.25368 0.246952 0.450947 0.341736 0.355411 0.296536 0.214481 0.212795 0.210301 0.201814
threshold=0 1 2 35.600000000000009 3 3.5000000000000004 42.250000000000007 725.00000000000011 2.5000000000000004 10.500000000000002 14.500000000000002 52.740000000000002 2.5000000000000004 2583.5000000000005 442.50000000000006 4 5 963180000.00000012 6 7 57.500000000000007 8 40.250000000000007 9 40.250000000000007 29.500000000000004 2017.5000000000002 2004.5000000000002 2022.5000000000002 499885000.00000006
decision_type=9 9 9 10 9 8 10 8 10 10 10 8 10 8 10 9 9 8 9 9 10 9 10 9 10 10 8 8 8 10
left_child=3 4 5 19 26 -3 7 8 -7 -10 -11 13 -4 14 15 27 17 -17 -12 20 -1 22 25 -23 -25 28 -2 -6 -18 -28
right_child=1 2 12 -5 11 6 -8 -9 9 10 18 -13 -14 -15 -16 16 21 -19 -20 -21 -22 23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-2.2146472989191046e-06 4.8670133783240437e-06 1.1994595210318056e-06 -5.12603352861945e-05 3.5113278652924575e-06 0.0013179392590229606 0.00010967470356050254 7.7725802438020906e-06 -8.8862837152454337e-05 -6.9953599729255127e-07 -5.6230903167668643e-06 1.6697195870371979e-07 -1.9640745263010843e-06 5.777313494085628e-06 5.4806926222433755e-05 -2.0536688622381541e-05 7.0856303343511308e-05 -4.3090134076347243e-05 -1.6366777437513979e-05 -6.686062175543793e-07 6.352411333871021e-07 6.3449225931412492e-07 3.1907232175020669e-05 -4.0481239526787606e-05 -3.2639866737106423e-06 0.00092601663052752406 0.00026806203121101458 1.9328682300195288e-07 -3.4058075584051725e-05 2.8271895975516875e-06 0.0017035825827520215
leaf_weight=73 48 72 38 400 27 34 49 51 41 94 104 32 240 107 31 26 47 108 198 121 34 121 39 127 33 79 379 97 82 37
leaf_count=73 48 72 38 400 27 34 49 51 41 94 104 32 240 107 31 26 47 108 198 121 34 121 39 127 33 79 379 97 82 37
internal_value=0.00022761 -0.000219388 -0.00106867 0.00186541 0.00033543 -0.00175535 -0.00216084 -0.0025086 -0.00211017 -0.00249315 -0.00205542 -0.000182006 0.000525952 -2.59458e-05 -0.000308068 -0.000121982 0.000249629 -0.00154483 -0.00129373 0.000314411 -0.00111864 0.000727273 -0.00020155 0.00152055 0.000233918 0.000535885 0.00138105 -0.00195556 -0.000646154 0.00111271
internal_weight=2969 2341 921 628 1420 643 571 522 471 437 396 956 278 924 817 786 662 134 302 228 107 528 247 281 160 208 464 124 129 416
internal_count=2969 2341 921 628 1420 643 571 522 471 437 396 956 278 924 817 786 662 134 302 228 107 528 247 281 160 208 464 124 129 416
cat_boundaries=0 27 29 30 60 62 63 64 66 68 69
cat_threshold=1073741824 4 0 0 3221233664 0 0 0 0 32768 0 131076 10240 1049600 0 0 0 0 0 8192 384 524288 4194304 0 0 16384 64 1082466 34 284 16 2056 0 0 0 0 262144 2147483648 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 0 0 0 0 0 0 4096 0 8240 8 83894272 114722 32 0 2048 284
is_linear=0
shrinkage=0.04


Tree=768
num_leaves=31
num_cat=9
split_feature=7 7 3 10 12 11 0 9 0 1 2 12 13 0 2 12 0 1 0 3 0 2 1 0 2 3 2 0 2 3
split_gain=0.795979 0.520104 0.457903 0.362855 0.41406 0.494574 0.806639 0.479979 0.774111 0.475691 0.446572 0.43539 0.442701 0.412879 0.791735 0.389564 0.479568 0.454159 0.380642 0.371941 0.402833 0.576915 0.314159 0.307282 0.303036 0.388441 0.358948 0.307355 0.274414 0.272446
threshold=0 1 2006.5000000000002 2 3 4 12.250000000000002 5 28.500000000000004 4.5000000000000009 8.5000000000000018 6 7 31.500000000000004 38.500000000000007 8 28.500000000000004 4.5000000000000009 15.500000000000002 2014.5000000000002 44.07500000000001 100.50000000000001 5.5000000000000009 42.960000000000008 88.500000000000014 2010.5000000000002 14.500000000000002 32.500000000000007 725.00000000000011 2016.5000000000002
decision_type=9 9 8 9 9 9 10 9 10 10 8 9 9 8 8 9 10 10 10 8 10 8 10 10 10 8 8 10 10 8
left_child=24 -2 28 4 13 15 -7 11 -9 -10 23 29 -13 14 -4 16 18 -17 -6 -12 22 -22 -21 -11 25 -1 -27 -28 -3 -8
right_child=1 2 3 -5 5 6 7 8 9 10 19 12 -14 -15 -16 17 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-7.2107593575613418e-05 1.0375155673898461e-05 1.0396902991996083e-05 -2.072351868533646e-07 0.00044287446391226142 1.4295942000863744e-08 -1.2079603148850067e-05 -1.3703507067512598e-05 -5.4723453814508973e-05 0.00013551792190991262 1.6448385888428215e-05 0.00099407185010771731 6.2446530516078475e-06 -6.6234834137384239e-06 3.9245181337231117e-07 -9.6070869927327565e-06 -7.0219079362520029e-07 4.935166812516143e-06 8.1422410126608285e-07 -5.7146455976746704e-07 -1.8283616601440683e-05 1.4824520474630541e-05 -0.00058166098690449455 8.543327759661689e-06 -5.6358634450865981e-05 -8.8793867057925412e-06 -1.7708014754247964e-05 -2.7803567143582385e-07 5.8622801031685038e-06 -1.2011958815515813e-05 5.2112691909871151e-06
leaf_weight=35 231 216 52 125 42 35 28 28 124 113 29 115 229 75 35 76 33 459 25 225 48 30 43 38 39 58 45 52 28 237
leaf_count=35 231 216 52 125 42 35 28 28 124 113 29 115 229 75 35 76 33 459 25 225 48 30 43 38 39 58 45 52 28 237
internal_value=0.000363513 0.000555311 0.000380953 0.000203118 7.32396e-05 0.000237805 -0.000204051 -4.03725e-05 -0.000766328 -0.000491551 -0.00101708 0.000767742 -0.000180282 -0.00180347 -0.00377273 0.00114551 -0.00108108 0.00157509 -0.00311765 -0.00175532 -0.00212104 0.000405063 -0.00285502 0.00081579 -0.00185 -0.00125654 -0.000384615 0.00110204 0.00202449 0.00195652
internal_weight=2948 2719 2488 2244 2119 1957 1322 1287 678 650 526 609 344 162 87 635 100 535 67 375 346 78 268 151 229 190 155 97 244 265
internal_count=2948 2719 2488 2244 2119 1957 1322 1287 678 650 526 609 344 162 87 635 100 535 67 375 346 78 268 151 229 190 155 97 244 265
cat_boundaries=0 16 34 35 36 38 40 42 43 44
cat_threshold=131072 268435456 68157440 2560 0 0 0 268435456 33554432 0 0 8448 0 0 0 32 0 0 536870912 0 2 66 33554432 8192 0 8192 32 2097152 0 268435456 67108864 0 144 256 261 1280 67125280 2148533760 1073742080 2048 1277984 32 4 165888
is_linear=0
shrinkage=0.04


Tree=769
num_leaves=31
num_cat=14
split_feature=7 7 3 9 3 17 6 3 9 4 4 4 9 3 12 3 7 12 1 3 12 3 4 5 6 3 4 5 12 16
split_gain=0.986835 0.666666 0.848038 0.542125 0.594832 0.512299 0.485418 0.605033 0.445553 0.38282 0.699338 0.344701 0.39069 0.596178 0.524412 0.348052 0.255624 0.335447 0.247967 0.215415 0.239811 0.211234 0.219667 0.202907 0.199866 0.256533 0.19207 0.188516 0.147334 0.320111
threshold=0 1 1998.5000000000002 2 2002.5000000000002 3 4 2004.5000000000002 5 120418.00000000001 5081865000.000001 199.50000000000003 6 2020.5000000000002 7 2014.5000000000002 8 9 4.5000000000000009 2003.5000000000002 10 2018.5000000000002 456.00000000000006 4.5000000000000009 11 2003.5000000000002 14831265000.000002 9.0000000000000018 12 13
decision_type=9 9 8 9 8 9 9 10 9 10 10 8 9 8 9 10 9 9 10 8 9 10 10 8 9 10 10 8 9 1
left_child=8 2 -2 19 -5 18 -7 -8 -1 11 -11 -6 13 -13 15 16 28 23 -4 -3 -21 22 24 -18 -16 -26 -12 -19 29 -14
right_child=1 3 5 4 9 6 7 -9 -10 10 26 12 14 -15 21 -17 17 27 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.9481524763535304e-07 -0.00010249159458967962 -1.8382625139210554e-05 -5.7655399697722486e-05 5.0282790221252619e-06 -4.8675931926639812e-05 3.8014871839555931e-05 -7.437446423751008e-08 -2.5986391898364853e-05 2.9886128945414e-05 -2.6198234840609289e-05 0.00075130762690559156 -0.00010507140563855699 -2.6954413729986364e-06 -2.2293430313828198e-05 -2.3831589198315234e-06 1.8675683161188989e-05 -1.0653810836195086e-05 -1.6548997150248386e-06 -3.9592837789226797e-05 2.4713771395956158e-07 6.381377895493237e-06 -2.1598455495877496e-05 3.123873292384324e-05 1.4137161811218784e-06 3.6497647589942427e-07 6.3659518554368827e-06 -1.1086421538530163e-05 -5.7190433533484353e-06 2.1775534136736497e-07 1.1581750019778092e-08
leaf_weight=118 29 26 59 99 47 113 163 40 235 51 29 27 26 83 127 38 36 50 43 108 281 31 59 91 451 46 34 146 159 80
leaf_count=118 29 26 59 99 47 113 163 40 235 51 29 27 26 83 127 38 36 50 43 108 281 31 59 91 451 46 34 146 159 80
internal_value=6.15176e-05 -0.000213705 -0.00159825 8.42698e-05 -0.000232423 -0.00116468 -0.000293578 -0.00143925 0.00201099 -0.000419355 -0.00264348 -0.000248331 -0.000137836 -0.00231405 5.92155e-05 -0.00077865 -0.00103226 -0.00176048 -0.00346903 0.0013615 0.00163077 0.000794483 0.000953217 -8.69564e-05 0.0007296 0.00107874 0.0001875 -0.00278261 -7.24636e-05 -0.00116239
internal_weight=2925 2572 447 2125 1710 418 316 203 353 1611 114 1497 1450 110 1340 626 588 323 102 415 389 714 683 127 624 497 63 196 265 106
internal_count=2925 2572 447 2125 1710 418 316 203 353 1611 114 1497 1450 110 1340 626 588 323 102 415 389 714 683 127 624 497 63 196 265 106
cat_boundaries=0 17 35 37 38 39 41 43 45 62 64 65 66 68 69
cat_threshold=1 16 1610612736 262144 2 134217728 33554432 536879104 2048 134225920 0 0 67108864 0 0 0 1073741824 131074 128 1056768 2052 32 8192 0 268435456 33554432 0 32 128 0 0 0 32 128 384 1073741825 16388 50 146 256 20484 256 48 1255488 32 0 0 0 0 0 0 131072 131072 0 0 0 0 0 0 0 0 4096 65536 32 24578 82 1179648 32 2
is_linear=0
shrinkage=0.04


Tree=770
num_leaves=31
num_cat=10
split_feature=8 7 7 8 2 12 2 0 0 9 2 2 2 2 7 2 9 4 2 12 0 2 2 5 2 2 2 12 2 0
split_gain=1.57434 1.11886 0.526913 0.63456 0.576985 0.770052 0.500751 0.447096 0.40433 0.403815 0.588754 0.41894 0.395296 0.316922 0.298129 0.324469 0.282492 0.326635 0.255664 0.248084 0.228713 0.224333 0.212306 0.206364 0.242844 1.20389 0.235295 0.217762 0.454496 0.252545
threshold=0 1 2 3 39.500000000000007 4 45.500000000000007 30.500000000000004 33.175000000000004 5 24.500000000000004 9.5000000000000018 9.5000000000000018 34.500000000000007 6 6.5000000000000009 7 5965.0000000000009 21.500000000000004 8 24.500000000000004 54.500000000000007 1075.0000000000002 1.5000000000000002 35.500000000000007 27.500000000000004 12.500000000000002 9 8.5000000000000018 40.250000000000007
decision_type=9 9 9 9 10 9 10 10 10 9 10 8 8 10 9 10 9 10 10 9 8 10 10 10 10 10 10 9 10 10
left_child=8 7 4 12 19 21 -7 -2 -1 10 11 -5 -4 -9 15 -11 17 23 -10 -3 -18 -6 -23 24 25 26 27 28 -16 -29
right_child=1 2 3 9 5 6 -8 13 18 14 -12 -13 -14 -15 16 -17 20 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-6.2823854398352203e-05 -1.6930562818066931e-05 6.4615826840821713e-07 -8.7972809782271853e-07 -4.2197678924529222e-05 3.3969465138387796e-07 -4.9655927433810598e-06 -1.1268534921124565e-07 -2.2092817042379812e-05 -2.6145322547844741e-05 -7.5504424490852504e-05 -7.9658437147543291e-05 2.2694666759045416e-05 3.8025155554066713e-06 4.7721860329145863e-06 5.147726253267951e-05 -1.043598499439923e-08 -6.2987800583072591e-07 -1.7595077019905671e-05 2.3582395126894098e-06 2.1469344620315943e-06 1.0664334649293895e-05 1.2267097834556146e-06 -8.8324885802719384e-07 2.9940023759565326e-06 2.6098357483009272e-06 -6.2507009689311178e-05 1.0793627893461894e-05 -2.3957939789877363e-05 -7.0704257661459969e-06 -6.8255382609813084e-05
leaf_weight=45 31 111 69 28 69 25 147 49 116 49 43 62 211 46 79 172 26 65 44 459 273 128 26 56 152 39 120 118 26 26
leaf_count=45 31 111 69 28 69 25 147 49 116 49 43 62 211 46 79 172 26 65 44 459 273 128 26 56 152 39 120 118 26 26
internal_value=0.000233597 0.000493373 0.000677992 0.000231385 0.00141393 0.000252525 -0.00170492 -0.0030365 -0.00305556 -0.000136803 -0.00213889 -0.00043956 0.0019244 -0.001875 0.00010231 -0.00118966 0.000403633 -5.2023e-05 -0.00223602 0.00224168 0.00140645 0.00176068 0.00268387 0.000233388 1.48746e-10 -0.000508557 0.000205406 -0.000496 0.000862069 -0.00144516
internal_weight=2910 2705 2579 1614 965 395 172 126 205 1334 133 90 280 95 1201 221 980 681 160 570 299 223 154 616 560 408 369 249 105 144
internal_count=2910 2705 2579 1614 965 395 172 126 205 1334 133 90 280 95 1201 221 980 681 160 570 299 223 154 616 560 408 369 249 105 144
cat_boundaries=0 30 46 63 92 93 95 112 114 115 117
cat_threshold=0 0 4 134217728 0 0 0 0 0 0 0 33554432 64 0 0 4096 0 0 0 0 2147483648 0 0 8 0 0 64 0 128 4096 131072 0 33554432 0 65536 134217728 0 268435456 33554432 0 0 256 0 0 0 32 1 129 1610612736 2621440 2 2 37879808 131072 2048 32 0 0 67108880 268435456 67108864 0 1073741840 0 8 0 0 2147483648 1 0 0 0 0 0 131076 8192 1048576 0 0 0 0 0 8192 256 0 4194304 0 0 16384 0 0 524288 93250 0 8224 0 16 0 4 32 0 0 0 65536 0 0 64 0 0 0 0 4096 0 6288 98304 131106 32
is_linear=0
shrinkage=0.04


Tree=771
num_leaves=31
num_cat=12
split_feature=11 12 2 12 6 3 9 2 1 2 2 2 17 1 2 12 2 1 6 12 2 1 12 2 2 16 11 1 2 2
split_gain=0.558674 0.812207 0.768571 0.621693 0.488703 0.479059 0.413173 0.337776 0.405487 0.300965 0.55193 0.737629 0.268996 0.290811 0.2826 0.303942 0.291343 0.24965 0.284838 0.240964 0.229408 0.350766 0.181479 0.211879 0.255208 0.169041 0.168467 0.180366 0.42772 0.321542
threshold=0 1 14.500000000000002 2 3 2010.5000000000002 4 29.500000000000004 5.5000000000000009 44.500000000000007 14.500000000000002 6.5000000000000009 5 5.5000000000000009 8.5000000000000018 6 14.500000000000002 1.5000000000000002 7 8 30.500000000000004 4.5000000000000009 9 79.500000000000014 44.500000000000007 10 11 5.5000000000000009 12.500000000000002 4.5000000000000009
decision_type=9 9 8 9 9 8 9 10 8 10 10 10 9 8 10 9 10 10 9 9 10 10 9 10 10 1 9 10 8 10
left_child=1 20 -3 4 9 -6 19 8 -4 10 11 -2 13 -7 15 -14 25 -18 -19 -5 21 -1 -20 24 -24 -16 -21 28 29 -28
right_child=3 2 7 6 5 12 -8 -9 -10 -11 -12 -13 14 -15 16 -17 17 18 22 26 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00088362315965440075 -3.858519170147392e-05 -0.00010575783742424953 4.6539807136582264e-05 4.6549092527099796e-07 1.2144103302111473e-05 4.9222451232646694e-07 6.9846880452528359e-06 -1.8731522500193625e-05 -7.3000980309404849e-06 5.4965515138484524e-06 -0.00020400423166369737 0.0010101901751433879 -1.3212078460413929e-07 -4.2417340627153334e-06 -9.7925140865920831e-06 1.5726734972238812e-05 -1.7298418734454794e-05 2.8071668624314111e-06 6.9497679654556812e-07 -1.4185294537051662e-07 0.00052850083496419902 -2.5562576409215626e-05 -1.0106112461853528e-07 -2.5450680503078532e-06 9.4901295357373567e-07 3.3327078610209623e-06 4.533970245517325e-06 3.1885481526063825e-05 1.5084085599896344e-06 -2.5697348578484499e-05
leaf_weight=38 51 26 25 152 170 85 321 52 43 41 51 32 103 49 120 137 34 134 132 196 36 44 175 67 65 28 35 86 341 81
leaf_count=38 51 26 25 152 170 85 321 52 43 41 51 32 103 49 120 137 34 134 132 196 36 44 175 67 65 28 35 86 341 81
internal_value=0.000474416 -0.00125091 -0.00315924 0.000646645 9.15826e-05 0.000363359 0.0013148 -0.00198347 -0.000115942 -0.00182796 -0.00284444 -0.000809524 6.72568e-05 -0.00154483 0.000298211 0.00149378 -7.93649e-05 0.000309211 0.000508711 0.000847007 0.00117829 9.63857e-05 -8.88874e-06 -0.00054088 1.48393e-10 -0.00166443 0.000528 0.000888087 0.000585153 -0.00150427
internal_weight=2950 264 146 2686 1474 1299 1212 120 68 175 134 83 1129 134 995 240 755 607 573 891 118 82 439 307 240 148 739 543 457 116
internal_count=2950 264 146 2686 1474 1299 1212 120 68 175 134 83 1129 134 995 240 755 607 573 891 118 82 439 307 240 148 739 543 457 116
cat_boundaries=0 3 4 5 6 8 9 10 11 12 13 14 15
cat_threshold=2147483648 598528 526336 8290 67167522 4 256 6192 49 42016 130 17825792 17440 2 32
is_linear=0
shrinkage=0.04


Tree=772
num_leaves=31
num_cat=19
split_feature=8 7 9 8 9 10 7 12 0 17 1 8 0 12 1 6 6 12 18 12 0 0 12 12 5 8 0 0 5 0
split_gain=0.899561 0.92978 0.684507 0.404822 0.569605 0.515457 0.513447 0.510442 0.431644 0.41171 0.397942 0.348133 0.516508 0.273751 0.543743 0.33527 0.232022 0.218489 0.213874 0.177888 0.161562 0.240449 0.197444 0.175546 0.16247 0.160116 0.280247 0.146559 0.127104 0.0882543
threshold=0 1 2 3 4 5 6 7 31.500000000000004 8 4.5000000000000009 9 35.850000000000009 10 1.5000000000000002 11 12 13 14 15 42.960000000000008 35.850000000000009 16 17 3.5000000000000004 18 42.710000000000008 36.900000000000006 2.5000000000000004 16.750000000000004
decision_type=9 9 9 9 9 9 9 9 10 9 10 9 10 9 10 9 9 9 9 9 8 10 9 9 8 9 10 10 8 10
left_child=2 -2 18 7 19 10 -7 8 -3 -8 -6 -4 -13 14 -11 17 -15 -16 -1 -5 21 22 -18 24 -23 -10 -27 -21 -25 -24
right_child=1 3 11 4 5 6 9 -9 25 13 -12 12 -14 16 15 -17 20 -19 -20 27 -22 23 29 28 -26 26 -28 -29 -30 -31
leaf_value=-8.8769035060958941e-05 1.2562271726353331e-05 -1.2328949932735457e-06 5.028822143694603e-06 4.9634008427210716e-06 7.2955359412647695e-06 -2.8466134195572313e-06 -5.4873203128834003e-06 1.2107408734317306e-06 -5.2507592274596274e-08 -5.1835431825603495e-05 -3.547753566838864e-05 -8.0414962016355052e-05 3.0529119969025928e-07 1.365401472836706e-05 -2.33528398144216e-07 -3.6719923112492443e-05 2.580303304023123e-08 3.3836909032432893e-07 -2.4195320385530861e-05 3.3867923122699041e-06 2.7185424992911697e-05 1.3420926342750827e-05 7.7567304704323807e-07 -1.4358394629369491e-05 -1.4419970790716129e-05 2.8144276351746019e-05 -5.2857083321321662e-06 -6.1152458109536491e-07 8.331673250244698e-06 6.2264848576993062e-06
leaf_weight=53 207 28 108 113 47 130 102 201 131 35 107 42 105 155 144 126 117 192 49 62 73 27 75 26 92 86 29 59 131 66
leaf_count=53 207 28 108 113 47 130 102 201 131 35 107 42 105 155 144 126 117 192 49 62 73 27 75 26 92 86 29 59 131 66
internal_value=0.000298733 0.000561431 -0.00155435 0.000328119 6.13758e-05 -0.000205314 2.92944e-05 0.00135802 0.000196491 0.000265306 -0.00232727 -0.00037594 -0.00159494 0.000469291 -0.000259842 0.000103672 0.000941785 0.000760807 -0.00417699 0.00186122 0.000563107 0.000328972 0.00120463 -0.000490975 -0.00156923 0.000744939 0.00174603 0.000636364 0.000404762 0.00213158
internal_weight=2918 2561 357 2354 1879 1645 1491 475 274 1361 154 255 147 1259 497 462 762 336 102 234 607 534 258 276 119 246 115 121 157 141
internal_count=2918 2561 357 2354 1879 1645 1491 475 274 1361 154 255 147 1259 497 462 762 336 102 234 607 534 258 276 119 246 115 121 157 141
cat_boundaries=0 30 47 49 72 74 75 87 88 89 119 120 121 122 123 124 125 126 128 149
cat_threshold=16 2052 4 134217728 65536 1 0 2147483648 0 0 0 0 64 0 0 4096 0 0 33554432 0 0 0 0 8 0 0 64 0 0 4096 0 16 1610612736 0 0 8256 0 8192 0 268435488 32768 0 0 0 0 32 1073741968 128 28672 268435456 0 0 0 2147483648 0 262144 0 0 32768 0 131076 10240 1048576 0 0 0 0 0 8192 256 0 4194304 1073742081 16384 17 0 0 67108864 4 0 0 0 0 33554432 134217728 8192 256 181346 21 16 2052 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 17883424 138 6 8480 4 16859426 67307520 65600 32 0 0 0 0 0 0 262144 0 0 0 0 131072 2048 0 0 0 0 0 0 0 256
is_linear=0
shrinkage=0.04


Tree=773
num_leaves=31
num_cat=8
split_feature=8 7 12 2 12 2 2 12 3 1 2 2 2 2 9 12 2 2 2 6 0 1 2 0 2 3 5 5 2 2
split_gain=1.5153 0.731952 0.71437 0.603094 0.434535 0.395811 0.510565 0.370481 0.452047 0.335436 0.344801 0.590854 0.323472 0.287427 0.286656 0.283564 0.422585 0.507085 0.271995 0.328611 0.57098 0.550479 0.410426 0.446783 0.305361 0.278874 0.352431 0.236569 0.234047 0.229402
threshold=0 1 2 4.5000000000000009 3 21.500000000000004 25.500000000000004 4 2015.5000000000002 1.5000000000000002 47.500000000000007 65.500000000000014 122.50000000000001 365.00000000000006 5 6 23.500000000000004 15.500000000000002 220.50000000000003 7 35.600000000000009 5.5000000000000009 161.00000000000003 15.500000000000002 12.500000000000002 2001.5000000000002 1.0000000180025095e-35 1.5000000000000002 34.500000000000007 70.500000000000014
decision_type=9 9 9 10 9 8 8 9 10 10 10 8 10 8 9 9 8 8 10 9 10 8 8 10 10 10 10 8 10 10
left_child=2 15 -1 -4 14 7 -7 8 27 13 -11 -12 -13 -8 -3 16 17 -2 19 22 -21 25 23 24 -16 26 -22 -6 -26 -5
right_child=1 4 3 29 5 6 9 -9 -10 10 11 12 -14 -15 18 -17 -18 -19 -20 20 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=1.6583704898421024e-06 2.0233178252053199e-06 1.3074858068041632e-05 -5.6537923728423136e-05 -6.0447863571945723e-05 1.6596734200477797e-05 -2.6439788961299058e-05 -3.1800147305997004e-05 2.8029833085490337e-06 3.9859936261989845e-05 1.6391385799978446e-06 -3.0178822662783105e-05 1.3407368277050516e-06 -1.0773575465240151e-05 -9.3726448642712123e-06 -2.9598035509551503e-07 1.1050399056124692e-06 6.9375554575157734e-07 -1.2883992955231194e-06 0.00033595543410961065 -2.8279498452160286e-05 6.1326815473479559e-06 0.0021028470767836182 -9.15768901526722e-05 3.7079155962498594e-06 1.0205020795465533e-06 -0.00021884381587124576 -9.6684556752373836e-06 -2.1952999860336591e-05 -6.6117384100169512e-07 -2.9144978308372518e-05
leaf_weight=102 61 100 64 64 35 35 25 114 30 124 40 66 47 43 27 696 82 26 68 26 115 53 38 434 45 50 28 176 73 25
leaf_count=102 61 100 64 64 35 35 25 114 30 124 40 66 47 43 27 696 82 26 68 26 115 53 38 434 45 50 28 176 73 25
internal_value=0.000249914 0.000535233 -0.00263158 -0.00431707 7.09929e-05 -0.000670241 -0.0015748 0.000280899 -0.000619047 -0.00109827 -0.00047482 -0.00174026 -0.000245614 -0.0035942 0.000588015 0.00148402 -2.22221e-05 -0.00195455 0.000359504 0.000175281 -0.000961131 -0.000388664 0.000681529 0.000958621 -0.000958904 -0.00138144 -0.000472222 -0.00130189 -6.72267e-05 -0.00671111
internal_weight=2912 2657 255 153 1792 735 380 355 241 345 277 153 113 68 1057 865 169 87 957 889 272 246 617 579 145 193 143 211 118 89
internal_count=2912 2657 255 153 1792 735 380 355 241 345 277 153 113 68 1057 865 169 87 957 889 272 246 617 579 145 193 143 211 118 89
cat_boundaries=0 30 47 48 50 51 53 55 56
cat_threshold=0 2048 4 134217728 65536 1 0 0 1 0 0 2048 64 0 0 4096 0 0 33554432 0 0 0 0 8 0 0 0 0 0 4096 2 129 1611661312 0 0 8256 33685504 805314560 67584 16 32768 0 0 268435456 0 0 1073746048 1084512 16852226 34 163936 1 4 67240960 32 394
is_linear=0
shrinkage=0.04


Tree=774
num_leaves=31
num_cat=11
split_feature=8 17 12 2 2 12 2 2 4 5 2 4 12 5 4 15 2 1 3 11 12 9 9 4 2 13 2 2 2 2
split_gain=1.18913 0.461473 0.564568 0.660224 0.604643 0.545643 0.772349 0.368328 0.388926 0.970312 0.367572 0.34016 0.294029 0.26586 0.261189 0.368644 0.303155 0.22459 0.214302 0.196618 0.264971 0.391071 0.331121 0.689115 0.526 0.402521 0.392038 0.309237 0.300242 0.298997
threshold=0 1 2 13.500000000000002 39.500000000000007 3 95.500000000000014 80.500000000000014 3841755000.0000005 3.5000000000000004 10.500000000000002 19000.000000000004 4 2.5000000000000004 14469800500.000002 5 10.500000000000002 5.5000000000000009 2021.5000000000002 6 7 8 9 1317685000.0000002 2.5000000000000004 10 49.500000000000007 17.500000000000004 5.5000000000000009 239.00000000000003
decision_type=9 9 9 10 10 9 8 8 8 8 10 8 9 10 8 9 10 8 10 9 9 9 9 10 8 9 10 10 10 8
left_child=12 5 3 -3 -5 7 10 8 9 -2 -7 -4 -1 14 -10 -16 -17 -18 19 -13 21 29 24 -24 -22 -26 27 28 -27 -21
right_child=1 2 11 4 -6 6 -8 -9 13 -11 -12 18 -14 -15 15 16 17 -19 -20 20 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=6.3256794790061696e-07 1.3671103624098063e-06 3.6776814427657938e-06 9.8797843655920792e-06 -3.3126161111378046e-06 -1.1693339588091695e-07 -1.3278190949713307e-05 -2.9073288664335437e-05 1.5365702729454291e-05 0.0018873577646605138 -5.4659508371875832e-05 -2.4323505181860726e-07 8.2215040393301009e-07 2.7187170541030447e-06 1.1414776505352339e-05 3.2885647824495777e-06 1.9927857967733531e-05 -1.5261970534360952e-05 -4.0755578538060559e-06 6.6597730582555932e-05 -2.3735734304005095e-07 -2.5675098588535109e-05 5.4044122293263047e-06 9.4341205174778179e-07 -0.00015607575715499608 1.7237817541597779e-06 6.0884589440819337e-05 -0.00025182954923281376 0.00080330314921942762 -6.6232784062606506e-05 -0.00045126593701558807
leaf_weight=100 60 42 114 25 34 51 27 87 35 31 108 129 422 25 105 36 56 32 26 302 28 122 629 25 108 33 28 32 25 67
leaf_count=100 60 42 114 25 34 51 27 87 35 31 108 129 422 25 105 36 56 32 26 302 28 122 629 25 108 33 28 32 25 67
internal_value=0.000331409 -4.60336e-05 0.000289888 -0.00246429 -0.0054 -0.000945783 -0.00272081 -0.000192468 -0.000734908 -0.003 -0.001775 0.000471709 0.00204128 -1.3793e-05 -0.000392453 -0.000886956 -0.00225185 -0.00368539 0.000318971 0.000256377 0.000110638 -0.000629482 0.000513602 0.000986466 -0.000694339 -7.04844e-05 -0.0016124 -0.00043956 -0.00216949 -0.00127368
internal_weight=2944 2422 1769 101 59 653 186 467 380 91 159 1668 522 289 264 229 124 88 1554 1528 1399 491 908 654 254 226 118 90 58 369
internal_count=2944 2422 1769 101 59 653 186 467 380 91 159 1668 522 289 264 229 124 88 1554 1528 1399 491 908 654 254 226 118 90 58 369
cat_boundaries=0 27 28 29 31 32 33 35 36 38 40 41
cat_threshold=0 0 0 0 2147549184 1 0 0 0 32768 0 131076 10240 1049600 0 0 0 0 0 10240 128 524288 4194304 8 0 268468224 64 14 67239936 83959906 32 83889216 67108864 49152 2147483648 1122592 0 10400 0 20532 10
is_linear=0
shrinkage=0.04


Tree=775
num_leaves=31
num_cat=12
split_feature=11 7 3 8 7 9 12 2 6 3 2 2 3 12 2 3 5 1 2 0 9 11 12 2 2 0 2 0 5 6
split_gain=1.25774 1.00317 0.769127 0.668617 0.674333 0.506397 0.635643 0.632827 0.572159 0.452581 0.418491 0.40936 0.379403 0.376817 0.374932 0.361985 0.340238 0.405109 0.328182 0.280859 0.278233 0.260188 0.359671 0.242609 0.22982 0.22674 0.212596 0.210937 0.229773 0.207377
threshold=0 1 2011.5000000000002 2 3 4 5 455.00000000000006 6 2018.5000000000002 272.00000000000006 16.500000000000004 2005.5000000000002 7 17.500000000000004 2007.5000000000002 2.5000000000000004 5.5000000000000009 21.500000000000004 8.5000000000000018 8 9 10 22.500000000000004 11.500000000000002 29.500000000000004 89.500000000000014 38.20000000000001 4.5000000000000009 11
decision_type=9 9 8 9 9 9 9 8 9 10 10 10 8 9 10 10 8 8 10 10 9 9 9 10 10 10 10 8 8 9
left_child=10 2 -2 19 15 11 7 8 -7 12 14 -6 -8 -4 -1 -5 -15 -18 24 -3 -14 22 -21 25 -10 -22 -24 -13 -29 -27
right_child=1 3 13 4 5 6 9 -9 18 -11 -12 27 20 16 -16 -17 17 -19 -20 21 23 -23 26 -25 -26 29 -28 28 -30 -31
leaf_value=-2.845176363709453e-05 -7.186460888084932e-05 -3.1292530721375741e-06 4.0624257949708933e-06 5.8445932651837393e-05 1.2814884725459385e-05 -1.4190622075058515e-05 -5.1685258072385501e-05 0.0001947341481308743 -4.8252196823428851e-05 -2.0890470982993628e-05 -2.0890213651808598e-05 -2.4064880656521545e-05 -1.7603931472779806e-05 -3.3201443491853446e-05 -4.2002612116972354e-06 -1.8425148396481458e-05 4.8271586362616125e-06 -2.8944378616796843e-05 -1.2383961028904874e-05 -5.6002058185921217e-09 3.4399773263975855e-05 3.3956639330900568e-06 7.5488987418233112e-07 3.5910596676693739e-06 9.8676715100698808e-06 -1.7747480544157331e-06 -1.0432109703937548e-07 -6.4523643888008538e-06 1.1092930165902237e-05 5.698324526805693e-06
leaf_weight=32 41 34 129 217 163 111 69 45 45 47 25 27 110 27 47 37 73 56 41 239 29 434 217 159 38 127 34 41 76 158
leaf_count=32 41 34 129 217 163 111 69 45 45 47 25 27 110 27 47 37 73 56 41 239 29 434 217 159 38 127 34 41 76 158
internal_value=0.000420622 0.000584127 -0.00147181 0.000857712 0.000335268 -4.31764e-05 -0.000488889 -0.00206186 -0.0029661 0.00016338 -0.00368696 0.00134591 0.000441041 -0.000769231 -0.00255 0.00217358 -0.00201198 -0.00126154 -0.00077037 0.00168421 0.000773973 0.00183351 0.00111776 0.00118182 0.000619048 0.00055873 0.00215267 -0.000165517 0.000576271 0.00020979
internal_weight=2928 2824 326 2498 1540 1286 979 280 235 699 104 307 652 285 79 254 156 129 124 958 583 924 490 473 83 314 251 144 117 285
internal_count=2928 2824 326 2498 1540 1286 979 280 235 699 104 307 652 285 79 254 156 129 124 958 583 924 490 473 83 314 251 144 117 285
cat_boundaries=0 3 21 47 64 66 67 68 70 72 74 76 77
cat_threshold=2147483648 598560 4096 268566529 0 571473920 2048 32 8192 0 0 33554432 134217728 8192 256 0 268435456 0 32 128 128 0 10 0 0 2147483648 0 262144 0 1 0 0 131076 2048 0 0 0 0 0 4096 8192 128 0 20971520 0 0 16384 0 1 0 2621440 2 0 0 8192 2048 8240 0 0 16 0 0 0 16 1073741824 4228 83937344 284 65538 32 0 8240 16416 2147483648 68356128 32 262
is_linear=0
shrinkage=0.04


Tree=776
num_leaves=31
num_cat=7
split_feature=7 7 4 3 9 2 6 2 2 3 0 9 0 4 6 5 5 3 2 3 2 0 2 1 4 8 2 2 2 5
split_gain=1.37847 0.824971 0.695325 0.430255 0.426612 0.932126 0.67055 0.466691 0.81361 0.450854 0.438062 0.366227 0.362692 0.39349 0.487493 1.46234 0.521902 0.36017 0.335307 0.324465 0.308618 0.271293 0.272139 0.295055 0.367834 0.272519 0.312399 0.527692 0.279142 0.270675
threshold=0 1 6670500000.000001 2002.5000000000002 2 272.00000000000006 3 89.500000000000014 163.00000000000003 2010.5000000000002 39.07500000000001 4 45.425000000000004 2350.0000000000005 5 1.0000000180025095e-35 3.5000000000000004 1999.5000000000002 14.500000000000002 1997.5000000000002 6782.5000000000009 12.250000000000002 3.5000000000000004 5.5000000000000009 3841755000.0000005 6 69.500000000000014 25.500000000000004 898.00000000000011 3.5000000000000004
decision_type=9 9 8 8 9 8 9 10 10 10 10 9 10 8 9 10 8 10 10 10 8 8 8 10 8 9 10 10 8 8
left_child=11 2 -2 -4 5 12 7 -6 -9 17 -11 -1 13 -3 15 -15 18 21 -16 -18 -13 -8 -23 24 -24 26 27 -26 -27 -5
right_child=1 4 3 29 6 -7 9 8 -10 10 -12 20 -14 14 16 -17 19 -19 -20 -21 -22 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=5.6998621887058272e-07 -9.4295568135541289e-05 2.2722664831223843e-05 -2.5677719029565158e-05 -5.1066541897482853e-06 1.8471507210213449e-05 -4.5692055328474274e-05 -1.5806524780239405e-06 -4.9842723478141573e-05 0.00010568470502319977 1.219811230503628e-06 -7.774912964872267e-05 5.3781781555976555e-06 2.3420044796424785e-05 -0.00027124468072070628 -1.3434647428434819e-06 -1.2521659209325679e-06 0.00034746724159808237 4.9301528067746297e-05 2.585559622018863e-05 -9.343020383993227e-05 4.2002655299440056e-06 7.2742557171514844e-06 -4.5608296823516362e-05 -5.0689596040285802e-06 -7.1946876530358195e-07 3.3972199610896374e-06 -1.1760908640040502e-07 6.2625750629505297e-07 -3.4066309239546421e-05 3.9927547805814645e-07
leaf_weight=596 38 37 27 35 369 25 59 25 42 29 64 284 26 36 34 86 56 54 33 31 63 74 43 88 52 286 26 44 99 140
leaf_count=596 38 37 27 35 369 25 59 25 42 29 64 284 26 36 34 86 56 54 33 31 63 74 43 88 52 286 26 44 99 140
internal_value=0.000359752 -0.000247841 -0.00239044 -0.00153695 6.47775e-05 -0.00113067 0.000392674 0.00166443 -0.00135294 -0.000223897 -0.00285106 0.00160587 -0.0006 -0.000980892 -0.0015018 -0.00324812 9.69698e-05 7.26394e-05 -0.00252941 0.00213636 0.00264804 -0.000150259 6.73213e-05 -0.000200313 0.000145191 0.000448819 -0.00114286 -0.000164948 0.000959596 -0.000795454
internal_weight=2901 1958 240 202 1718 364 1354 436 67 918 93 943 339 313 276 122 154 825 67 87 347 771 712 638 550 507 122 96 385 175
internal_count=2901 1958 240 202 1718 364 1354 436 67 918 93 943 339 313 276 122 154 825 67 87 347 771 712 638 550 507 122 96 385 175
cat_boundaries=0 18 36 38 39 41 42 65
cat_threshold=268566531 129 1140850688 0 34 8258 0 541204480 65536 0 32768 0 67109008 0 67108864 0 4240 256 0 16 33554432 2632192 0 134217728 0 0 33554432 134217728 8192 0 268435456 268435456 0 32 0 128 256 4144 448 1 2176 260 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 256 0 16777216
is_linear=0
shrinkage=0.04


Tree=777
num_leaves=31
num_cat=10
split_feature=7 7 2 12 2 3 3 2 3 7 12 12 2 2 2 6 12 0 0 2 9 2 9 0 2 3 2 3 0 2
split_gain=1.05173 0.7579 0.624119 0.604961 0.531884 0.369651 0.351294 0.326114 0.308267 0.315784 0.456746 0.419429 0.293175 0.292823 0.286475 0.357982 0.716026 0.599718 0.439026 0.450492 0.417067 0.423862 0.275329 0.258412 0.217817 0.217165 0.198418 0.198279 0.192083 0.176202
threshold=0 1 20.500000000000004 2 7.5000000000000009 1993.5000000000002 2000.5000000000002 111.00000000000001 2003.5000000000002 3 4 5 46.500000000000007 79.500000000000014 80.500000000000014 6 7 33.175000000000004 44.07500000000001 5.5000000000000009 8 29.500000000000004 9 20.500000000000004 30.500000000000004 1999.5000000000002 15.500000000000002 2005.5000000000002 15.500000000000002 8.5000000000000018
decision_type=9 9 10 9 10 8 8 8 8 9 9 9 10 10 8 9 9 8 10 10 9 10 9 10 8 8 10 10 8 10
left_child=7 2 4 22 -2 -5 -7 25 -8 11 23 -10 -4 -13 15 16 -12 -17 19 -18 21 26 24 -11 -3 -1 29 -21 -24 -19
right_child=1 3 12 5 -6 6 8 -9 9 10 14 13 -14 -15 -16 17 18 20 -20 27 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.9233294078405209e-07 -1.5679248405427419e-05 -1.5924848974229996e-05 2.117099093083874e-05 0.00012497204698912767 -5.7456657676059927e-05 -9.7011527478192483e-05 0.00036909905898914344 4.926871917840171e-06 2.6697131110124788e-06 -1.2422614268395197e-05 6.2607247906062219e-06 1.0848636874624726e-07 -1.3272546054931347e-06 -3.296327879048255e-07 1.1755501205944756e-06 -5.9791111173113911e-05 4.2838396001272374e-05 6.8988543627627002e-06 1.451638236675657e-05 -1.7604031847415021e-05 -4.5793064976457537e-05 -1.3267996479949085e-05 4.5224942997002027e-08 2.4664249911244748e-06 6.3819930901298961e-06 1.3119769956164475e-05 3.9366998538883485e-05 2.4901706461073249e-06 2.2051046202692283e-06 -8.2198477975424781e-06
leaf_weight=36 89 64 26 32 44 39 27 166 134 25 173 202 44 43 159 30 35 39 30 176 163 28 153 126 46 342 28 29 384 41
leaf_count=36 89 64 26 32 44 39 27 166 134 25 173 202 44 43 159 30 35 39 30 176 163 28 153 126 46 342 28 29 384 41
internal_value=0.000261341 -0.000100826 -0.00237383 0.00011908 -0.00408955 -0.00030828 -0.000400523 0.00183063 -0.000300873 -0.000380301 -0.000724611 0.000605128 0.00056338 -0.000390625 -0.00105732 -0.0013868 -0.000590308 -0.00236471 -0.00185053 -0.00248963 -0.00188 -0.000108843 0.00113678 0.00125926 -0.000661157 0.00251187 0.00102752 -0.00320388 0.00151095 1.47172e-10
internal_weight=2953 2409 203 2206 133 1559 1527 544 1488 1461 1082 379 70 245 931 772 443 329 270 240 299 136 647 151 110 378 108 205 537 80
internal_count=2953 2409 203 2206 133 1559 1527 544 1488 1461 1082 379 70 245 931 772 443 329 270 240 299 136 647 151 110 378 108 205 537 80
cat_boundaries=0 17 35 37 54 56 57 58 59 61 63
cat_threshold=2 268435601 1610620928 2048 34 66 33554432 8192 2048 8192 40960 256 0 0 0 0 144 0 0 33554432 2621440 0 0 0 0 33554432 134217728 32 128 0 0 0 32 1073741824 128 17829120 32 0 0 68157440 0 0 134217728 0 537001984 65536 0 0 0 0 268435456 0 0 4096 131104 2 49216 202 8194 0 20480 0 20656
is_linear=0
shrinkage=0.04


Tree=778
num_leaves=31
num_cat=10
split_feature=7 5 8 7 7 2 9 8 15 2 1 2 2 2 6 4 2 2 2 11 5 2 2 14 2 4 2 2 2 4
split_gain=1.17306 0.959885 0.895021 0.7157 0.591691 0.500039 0.496857 0.406327 0.715355 0.498822 0.391757 0.37279 0.308318 0.49358 0.290878 0.361627 0.2848 0.265661 0.369518 0.261625 0.388661 0.536748 0.247071 0.207187 0.205202 0.196382 0.169581 0.258065 0.156848 0.296325
threshold=0 4.5000000000000009 1 2 3 39.500000000000007 4 5 6 104.50000000000001 4.5000000000000009 6.5000000000000009 5.5000000000000009 22.500000000000004 7 9950.0000000000018 43.500000000000007 15.500000000000002 70.500000000000014 8 22.500000000000004 24.500000000000004 11.500000000000002 9 8.5000000000000018 481.00000000000006 44.500000000000007 131.00000000000003 10.500000000000002 55.000000000000007
decision_type=9 8 9 9 9 10 9 9 9 10 10 8 10 10 9 10 8 8 8 9 8 10 10 9 8 8 10 10 10 10
left_child=1 5 -2 24 26 -1 11 9 12 16 -6 -5 -9 -14 23 19 22 -13 -19 28 -21 -22 -8 -10 -4 -25 -3 -28 29 -16
right_child=2 4 3 6 10 -7 7 8 14 -11 -12 17 13 -15 15 -17 -18 18 -20 20 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-1.5444491124292032e-05 2.4454924136394437e-05 6.1596749624901484e-05 -6.5676078207918721e-06 -1.5083037115858136e-05 9.1451415025027571e-05 -1.9169959219647402e-05 -3.3965456543416147e-05 2.0836780103039853e-05 2.2081424543257161e-06 1.2983867098682118e-06 -2.6826161106400902e-05 0.00032314356264828053 -6.5557685373428281e-05 -1.9467059208110066e-05 1.0246744693711015e-05 2.2296838857410982e-05 -1.6293478577188165e-05 -0.00013997571594181796 -1.1729347434771575e-06 3.0804924473386913e-05 7.80412599786547e-06 -1.3861774328446081e-05 1.484703401124518e-06 7.0089150939917591e-06 4.7297970459344486e-06 4.7574567644485307e-07 -1.2876384004291905e-06 0.00014803840636660686 -1.6572416889016916e-05 -3.5842813328096888e-05
leaf_weight=29 220 50 26 27 58 27 33 41 115 40 80 27 29 38 93 50 25 28 72 47 62 47 34 56 196 1119 30 30 160 25
leaf_count=29 220 50 26 27 58 27 33 41 115 40 80 27 29 38 93 50 25 28 72 47 62 47 34 56 196 1119 30 30 160 25
internal_value=0.000458319 -0.00185397 0.000732545 0.000499792 -0.000835341 -0.00659649 0.000271684 0.000442469 0.00059588 -0.00162238 -0.0024698 -0.00184242 -0.00242017 -0.00429412 0.000793277 -4.84847e-05 -0.00335484 -0.00103125 -0.0019802 -0.000422988 0.000862276 -0.0004 -0.00194118 0.00110684 0.00260944 0.000927487 0.00132231 1.46569e-10 -0.00113495 -6.72267e-05
internal_weight=2914 304 2610 2390 248 56 2168 2014 1882 132 138 154 108 67 1774 484 92 127 100 434 156 109 67 1290 222 1175 110 60 278 118
internal_count=2914 304 2610 2390 248 56 2168 2014 1882 132 138 154 108 67 1774 484 92 127 100 434 156 109 67 1290 222 1175 110 60 278 118
cat_boundaries=0 18 44 61 73 75 105 106 107 108 109
cat_threshold=0 16 33554432 2621440 524288 2 0 0 33556480 0 0 384 0 268435456 0 32 0 128 0 8 0 0 2147483648 0 0 0 0 32768 0 131076 0 1048576 0 0 0 0 0 10240 0 524288 0 0 0 32768 131074 128 1073750016 2048 0 0 33554432 268443648 0 0 0 64 0 0 0 0 16 0 0 0 2621440 0 0 0 0 2048 0 0 256 256 8208 16 0 0 134217728 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4194304 0 0 0 64 0 0 4096 135790592 142 36 131089
is_linear=0
shrinkage=0.04


Tree=779
num_leaves=31
num_cat=10
split_feature=7 7 5 2 6 12 2 10 9 0 0 0 2 1 7 12 11 4 0 2 2 2 4 2 2 12 2 4 2 2
split_gain=0.955114 0.730927 0.625567 0.469219 0.461956 0.55297 0.446803 0.415915 0.41748 0.504447 0.657384 0.479339 0.440166 0.42868 0.370477 0.386724 0.404014 0.330982 0.320162 0.437822 0.317945 0.756542 0.308496 0.318439 0.302933 0.323278 0.419147 0.300337 0.416814 0.614899
threshold=0 1 2.5000000000000004 14.500000000000002 2 3 144.50000000000003 4 5 38.20000000000001 32.500000000000007 42.710000000000008 99.000000000000014 4.5000000000000009 6 7 8 107371.50000000001 25.500000000000004 119.00000000000001 17.500000000000004 37.500000000000007 3841755000.0000005 11.500000000000002 61.500000000000007 9 29.500000000000004 11633120000.000002 81.500000000000014 21.500000000000004
decision_type=9 9 8 8 9 9 10 9 9 8 10 10 8 10 9 9 9 8 10 10 8 10 8 10 8 9 10 8 10 10
left_child=-1 2 -2 -4 5 22 -5 8 11 10 17 13 -12 -6 -11 -16 -17 -10 19 24 -15 -22 -3 -24 25 26 -19 -18 29 -29
right_child=1 4 3 6 7 -7 -8 -9 9 14 12 -13 -14 20 15 16 27 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=5.0055351524528638e-06 -2.1866384626760709e-05 -8.6619317960867737e-05 0.00012519738493596186 -3.8397555533412875e-06 0.00035346621299971843 2.250884908701748e-06 4.765847045570848e-07 0.0013668284250375337 6.0889258034072542e-06 4.1377628696794217e-05 -7.5917565840412271e-05 -2.6491826193927974e-05 2.3166116356035448e-06 9.3036340301312894e-06 3.2772475526545187e-06 4.1275416966078896e-06 5.6685536417644106e-05 1.0965192593648703e-06 2.7410980436164393e-06 -4.5540565760420003e-06 -2.7558310450159015e-05 1.9482688118239459e-06 -6.5370017232890061e-05 3.5414614766170388e-06 5.8089268364914895e-07 1.4157148562787824e-07 -3.0373853381437609e-06 -1.4693395404990874e-05 4.0012260968761686e-05 -2.2485524226424371e-05
leaf_weight=220 32 31 38 122 36 231 37 111 41 101 55 65 41 49 273 387 29 70 69 26 26 53 67 72 106 334 55 77 28 45
leaf_count=220 32 31 38 122 36 231 37 111 41 101 55 65 41 49 273 387 29 70 69 26 26 53 67 72 106 334 55 77 28 45
internal_value=0.000474044 0.000260486 -0.00185 -0.00107071 0.000462837 -0.00076699 -0.002025 0.000703065 0.000558422 0.000771167 3.50879e-05 -0.00101667 -0.00305155 9.69698e-05 0.00140276 0.00107765 0.000457539 0.000461539 0.000242058 -6.08107e-05 -0.000992248 -0.00255 -0.00243094 -0.00174286 0.000176679 -0.000269565 -0.00191176 -0.00107368 -0.0018543 -0.00286179
internal_weight=2927 2707 229 197 2478 401 159 2077 1966 1737 797 229 96 164 940 839 566 701 660 591 128 79 170 139 565 459 125 179 150 122
internal_count=2927 2707 229 197 2478 401 159 2077 1966 1737 797 229 96 164 940 839 566 701 660 591 128 79 170 139 565 459 125 179 150 122
cat_boundaries=0 18 30 31 32 33 35 52 54 57 58
cat_threshold=16384 0 1048576 0 2 66 0 4202496 0 134217728 32768 0 0 0 0 0 1073741840 256 0 0 67108864 2621440 0 8192 0 0 2048 0 32 128 68 16787458 257 262144 8196 2 129 0 4 0 0 0 0 33554432 0 0 0 0 0 0 0 4096 1138720 32 16388 0 524288 198688
is_linear=0
shrinkage=0.04


Tree=780
num_leaves=31
num_cat=11
split_feature=11 7 8 12 0 2 2 7 12 9 0 2 2 2 2 13 8 1 2 2 0 0 1 12 2 2 2 12 1 2
split_gain=1.141 0.887198 0.875112 0.870626 0.712135 0.978729 0.420523 0.462975 0.603992 0.594843 0.542374 0.557154 0.977091 0.453558 0.395018 0.341488 0.282045 0.369694 0.265938 0.383158 0.261701 0.255754 0.244477 0.239271 0.350823 0.277749 0.369357 0.232333 0.232122 0.326087
threshold=0 1 2 3 40.250000000000007 18.500000000000004 6.5000000000000009 4 5 6 38.20000000000001 19.500000000000004 29.500000000000004 95.500000000000014 23.500000000000004 7 8 2.5000000000000004 5.5000000000000009 70.500000000000014 39.07500000000001 27.250000000000004 5.5000000000000009 9 8.5000000000000018 79.500000000000014 39.500000000000007 10 5.5000000000000009 39.500000000000007
decision_type=9 9 9 9 10 10 10 9 9 9 10 10 10 10 10 9 9 10 10 10 10 10 10 9 10 10 10 9 10 10
left_child=14 4 23 16 18 -6 15 -8 9 -9 28 -12 -13 -14 -1 21 17 -4 -2 -20 -16 -5 -11 24 -3 26 -26 -19 29 -10
right_child=1 2 3 6 5 -7 7 8 10 22 11 12 13 -15 20 -17 -18 27 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.4298776954272751e-06 -9.3212868703836107e-05 1.4244673667638654e-05 -5.9978959188957381e-05 -1.5494223018882991e-05 -3.1661428469603229e-05 -0.00010656824946367715 1.3883178802198738e-06 -1.6407621742853379e-05 4.9717108413212322e-06 2.8244954277084243e-06 -3.1369647894067133e-06 -4.4825670923793192e-05 1.1894090590931754e-05 -1.2091658174604105e-05 -1.8596690993932588e-05 -7.3092807277675098e-05 4.1115235686249166e-06 -2.9651412534048817e-07 0.00083067209226518016 -2.4692515173423906e-06 -1.5439792265002493e-05 4.0550718513502424e-07 -2.2017434685249227e-07 2.8248717117491386e-06 1.2313579117472202e-07 6.0547163315050058e-07 -1.1945775312633589e-05 4.6635994378198961e-07 -8.4424097456229241e-06 -1.268855482416646e-07
leaf_weight=52 52 60 37 31 37 25 180 132 48 215 47 27 39 25 27 127 486 101 71 35 27 122 27 532 108 36 25 135 27 42
leaf_count=52 52 60 37 31 37 25 180 132 48 215 47 27 39 25 27 127 486 101 71 35 27 122 27 532 108 36 25 135 27 42
internal_value=0.000320164 0.000477465 0.000685496 0.000210866 -0.00190476 -0.0055873 -0.000512727 -5.43208e-05 -0.00056875 0.000457143 -0.00203007 -0.00379856 -0.0056087 -0.00283077 -0.00355556 -0.00185053 0.00124156 0.000183099 -0.000553459 0.000598131 -0.00625455 -0.000414634 0.00161265 0.00181865 0.00065 -0.000258823 -0.00110448 0.000776371 -0.000101695 0.000879121
internal_weight=2935 2829 2609 1848 220 62 1089 809 629 374 255 138 91 64 106 280 759 273 158 106 54 153 242 761 229 169 133 236 117 90
internal_count=2935 2829 2609 1848 220 62 1089 809 629 374 255 138 91 64 106 280 759 273 158 106 54 153 242 761 229 169 133 236 117 90
cat_boundaries=0 3 19 49 51 68 69 71 72 95 96 97
cat_threshold=2 721440 4096 268435456 16 1048576 2099200 0 134217728 0 0 0 0 8192 384 0 268435456 0 32 268435472 4 0 0 2147483648 0 262144 0 0 32768 0 131076 8192 1049088 0 0 0 0 0 8192 384 524288 4194304 0 0 268484608 0 0 0 12288 214272 34 2 0 67108864 0 0 0 131072 8192 2048 0 0 0 0 0 0 0 16 16810018 0 20528 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 2 0 0 16777216 67306592 147712
is_linear=0
shrinkage=0.04


Tree=781
num_leaves=31
num_cat=7
split_feature=11 0 4 9 3 3 2 2 13 2 4 4 2 2 9 4 5 2 15 2 2 3 2 14 2 3 2 2 9 2
split_gain=0.745919 0.777988 0.357493 0.402838 0.500352 0.293434 0.23703 0.333442 0.229354 0.583488 0.508512 0.328712 0.271407 0.206307 0.202471 0.767837 0.27974 0.224265 0.210722 0.291241 0.28493 0.273455 0.331031 0.211914 0.301046 0.190772 0.173101 0.240034 0.226088 0.232981
threshold=0 38.57500000000001 1553.0000000000002 1 2019.5000000000002 1994.5000000000002 163.00000000000003 114.50000000000001 2 40.500000000000007 2091500000.0000002 355.00000000000006 30.500000000000004 100.50000000000001 3 925740000.00000012 2.5000000000000004 1.5000000000000002 4 63.500000000000007 47.500000000000007 1997.5000000000002 22.500000000000004 5 88.500000000000014 1999.5000000000002 29.500000000000004 5.5000000000000009 6 9.5000000000000018
decision_type=9 10 8 9 8 8 10 10 9 8 10 10 8 10 9 8 10 8 9 10 10 10 10 9 10 8 8 10 9 10
left_child=1 -1 -2 4 -4 -5 7 13 9 -3 12 -11 -10 14 16 -16 -7 -17 19 20 21 22 -19 -20 25 -25 27 -27 29 -29
right_child=2 8 3 5 -6 6 -8 -9 10 11 -12 -13 -14 -15 15 17 -18 18 23 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1.401807864744361e-05 3.7689007061984686e-06 1.613805980868813e-05 -9.8106588672288648e-05 3.1731480777861999e-05 -4.8703884922264659e-07 2.8645986642395289e-06 3.976378559057414e-06 -6.7689368829667901e-06 -0.000264026446235522 2.1549071099324314e-05 0.0020672425233389906 -3.309624361716844e-05 -1.2974054554469233e-05 2.7742412423576816e-06 -7.3884086868512356e-05 9.1119090244116687e-06 -4.0482388024769723e-06 -1.6346207388205081e-05 8.853742337967761e-07 6.5563164890963638e-06 -8.1812378112040561e-05 6.2478941595816758e-06 9.4588028661114685e-07 -6.7157557881148146e-05 -1.4099441457858395e-06 7.5350152982766868e-06 5.1399702932073177e-07 -2.4862417660990398e-05 4.3547698544994804e-06 -6.6847212189084876e-08
leaf_weight=40 179 46 25 58 87 229 140 60 33 60 26 25 41 26 26 76 33 158 111 34 26 44 77 37 46 157 463 77 107 371
leaf_count=40 179 46 25 58 87 229 140 60 33 60 26 25 41 26 26 76 33 158 111 34 26 44 77 37 46 157 463 77 107 371
internal_value=0.000271326 -0.00168794 0.000477051 0.00035318 -0.00188618 0.000466413 0.000396694 0.000292728 -0.000844827 0.000309859 -0.00216216 -0.00162791 -0.00405333 0.000377323 0.000331886 0.000175728 0.00134799 0.000277871 0.000182563 -0.000697143 -0.00111111 -0.000728571 -0.00127119 0.000402899 0.000245863 0.000369332 0.000459184 6.73213e-05 -0.000323741 -0.000714597
internal_weight=2918 271 2647 2468 112 2356 2298 2158 231 131 100 85 74 2098 2072 1810 262 1784 1708 339 305 279 235 1369 1258 1212 1175 712 555 448
internal_count=2918 271 2647 2468 112 2356 2298 2158 231 131 100 85 74 2098 2072 1810 262 1784 1708 339 305 279 235 1369 1258 1212 1175 712 555 448
cat_boundaries=0 3 5 6 8 9 10 12
cat_threshold=0 598560 528384 256 8208 8 1073741825 4096 2283274240 144 0 18464
is_linear=0
shrinkage=0.04


Tree=782
num_leaves=31
num_cat=14
split_feature=7 8 4 16 8 12 12 2 9 2 2 4 4 2 2 11 12 18 7 2 12 7 1 2 12 2 2 2 2 2
split_gain=1.27303 1.03936 0.593646 0.596157 0.56903 0.585291 0.53258 0.512449 0.399795 0.3406 0.338757 0.265827 0.704529 0.394276 0.359918 0.248634 0.407693 0.263465 0.246854 0.286374 0.282973 0.227015 0.297023 0.369245 0.226132 0.625322 0.361037 0.26601 0.216919 0.210824
threshold=0 1 3023950000.0000005 2 3 4 5 84.500000000000014 6 19.500000000000004 272.00000000000006 2560040000.0000005 9300.0000000000018 48.500000000000007 414.00000000000006 7 8 9 10 6.5000000000000009 11 12 5.5000000000000009 37.500000000000007 13 14.500000000000002 17.500000000000004 34.500000000000007 40.500000000000007 10.500000000000002
decision_type=9 9 8 1 9 9 9 8 9 10 10 8 10 8 10 9 9 9 9 10 9 9 10 10 9 10 10 10 8 8
left_child=6 2 -2 7 8 11 21 9 -3 -4 15 12 -6 -13 -15 24 -17 -18 19 -8 -21 22 23 -1 25 -7 -26 -28 -23 -19
right_child=1 4 3 -5 5 10 18 -9 -10 -11 -12 13 -14 14 -16 16 17 29 -20 20 -22 28 -24 -25 26 -27 27 -29 -30 -31
leaf_value=1.7917823749385145e-07 3.9447840061933878e-05 2.1077107644551925e-07 -3.0830526034840222e-07 -1.6220905212812762e-05 3.8727030979527222e-06 7.9142788872120648e-06 -1.0353785949246205e-06 2.2165986290707693e-06 1.2120290724954018e-05 -6.4763400165559736e-05 -2.1345862916573371e-05 2.7141922992018609e-07 -0.00018225137704250806 9.3189137643450696e-06 -2.4742708046283334e-06 2.6021352765932332e-06 -5.9624020223020954e-05 -1.0614778492804728e-05 2.7734761603263285e-06 1.0614387848003915e-07 1.6136516792935071e-06 2.6623999077003638e-07 3.9592194172865883e-06 -4.6874339152636673e-07 -1.8135218695344449e-05 -2.1042341051699976e-05 3.8649405967360017e-06 -1.3331896037928684e-08 4.0059363764603326e-06 5.2034450430144801e-06
leaf_weight=46 38 126 35 27 59 46 67 69 157 47 44 358 26 176 29 141 62 29 314 140 196 107 40 52 180 57 52 91 59 95
leaf_count=46 38 126 35 27 59 46 67 69 157 47 44 358 26 176 29 141 62 29 314 140 196 107 40 52 180 57 52 91 59 95
internal_value=0.000613621 8.18429e-06 -0.00253744 -0.00362011 0.000340426 1.37364e-05 0.00174806 -0.00260526 0.00194558 -0.00472289 -0.000707921 0.000898331 -0.00116279 0.00122695 0.00262136 -0.000514589 0.000319527 -0.000893401 0.00234615 0.00157488 0.00208902 0.000304762 -0.00085906 -0.00210101 -0.00113501 -0.00270175 -0.000562874 0.000916667 0.00126554 0.000128
internal_weight=2965 1944 216 178 1728 1445 1021 151 283 82 797 648 85 563 205 753 327 186 717 403 336 304 138 98 426 103 323 143 166 124
internal_count=2965 1944 216 178 1728 1445 1021 151 283 82 797 648 85 563 205 753 327 186 717 403 336 304 138 98 426 103 323 143 166 124
cat_boundaries=0 17 44 45 71 73 75 77 79 80 81 98 99 108 109
cat_threshold=2 268435473 1611661312 0 2 134225920 131072 4333568 65536 8192 32768 256 67108864 0 0 0 144 1073741824 8 0 0 0 1 0 0 0 0 0 2048 64 512 0 0 0 0 0 0 2147483648 0 0 8 0 0 64 2 0 4 4 0 0 0 262144 0 0 0 0 4 2048 1024 0 0 0 0 0 0 0 524288 0 0 0 1073758208 67248130 34 16785664 34 0 20512 36 1536 100384 4 2 0 1611661312 0 0 0 131072 0 65536 0 0 256 0 0 0 0 16 199712 0 0 0 0 0 0 0 131072 65536 18496
is_linear=0
shrinkage=0.04


Tree=783
num_leaves=31
num_cat=8
split_feature=7 9 8 2 2 9 7 2 4 11 3 3 1 0 0 4 4 1 2 2 11 4 4 2 2 0 9 3 2 2
split_gain=1.063 1.15184 0.834341 0.665106 0.614117 0.562957 0.626636 0.41795 0.37456 0.333487 0.339324 0.4172 0.311243 0.261695 0.466564 0.226881 0.247861 0.275711 0.212466 0.200407 0.200258 0.181306 0.26105 0.179975 0.287082 0.175624 0.173793 0.270902 0.241305 0.163406
threshold=0 1 2 10.500000000000002 13.500000000000002 3 4 151.50000000000003 11633120000.000002 5 2011.5000000000002 1994.5000000000002 5.5000000000000009 20.500000000000004 30.500000000000004 2091500000.0000002 5965.0000000000009 2.5000000000000004 17.500000000000004 25.500000000000004 6 267495000.00000003 5039060000.000001 70.500000000000014 103.50000000000001 24.500000000000004 7 2019.5000000000002 15.500000000000002 3.5000000000000004
decision_type=9 9 9 8 10 9 9 10 10 9 8 10 10 10 10 10 10 10 10 8 9 8 8 10 10 10 9 8 10 10
left_child=1 4 -2 -3 -1 6 25 -6 9 18 11 -11 19 -7 -15 16 17 -16 -8 -5 26 -12 -23 -21 -25 -4 27 -19 29 -29
right_child=2 3 5 12 7 13 8 -9 -10 10 21 -13 -14 14 15 -17 -18 20 -20 23 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.3748010178915239e-05 3.0548077423287757e-06 -1.6583530743458955e-05 1.4720063687107574e-07 9.0984433564969955e-08 -3.2255547685698072e-05 2.9462796725709951e-06 -9.1417221675812074e-06 -1.2101731572167244e-05 -1.0754925928576278e-05 2.9219569328957086e-05 7.1285937719022368e-06 -5.5648864405423352e-05 -9.6584973852102049e-07 -3.7569697028683398e-06 -1.7986146128020922e-05 0.0034355326774323154 -8.466772063575591e-06 -5.0522255744706732e-05 -3.4087097026924692e-07 9.327399267392503e-06 5.5235590156447446e-06 -7.7843225033691761e-05 1.7023121835144859e-07 -8.999110377638312e-07 5.30706153733282e-05 2.6490334040489597e-05 2.9974935474630556e-06 6.5146216234154242e-05 1.9084768907689563e-05 -1.3027989307080349e-07
leaf_weight=59 228 77 35 68 52 107 48 29 33 29 71 118 47 31 42 49 60 26 67 70 140 40 992 25 43 82 134 26 48 76
leaf_count=59 228 77 35 68 52 107 48 29 33 29 71 118 47 31 42 49 60 26 67 70 140 40 992 25 43 82 134 26 48 76
internal_value=0.00039553 -0.00133056 0.000725231 1.44205e-10 -0.00423841 0.000483885 3.93186e-05 -0.00678049 -0.0002044 -0.000102489 9.51627e-05 -0.0017027 0.000992126 0.00138133 0.00108689 0.00133555 0.00109946 0.00139554 -0.00206349 0.00166184 0.00168514 0.000336957 0.000201355 0.00253237 0.00104348 0.00271875 0.000996885 0.000128342 0.000794702 -0.000310679
internal_weight=2952 470 2482 330 140 2254 1515 81 1398 1365 1250 147 253 739 632 601 552 492 115 206 450 1103 1032 138 68 117 310 176 150 102
internal_count=2952 470 2482 330 140 2254 1515 81 1398 1365 1250 147 253 739 632 601 552 492 115 206 450 1103 1032 138 68 117 310 176 150 102
cat_boundaries=0 16 18 41 43 60 62 63 65
cat_threshold=131075 128 0 2107396 524288 0 0 268435456 33556480 0 8224 256 0 0 0 32 0 28676 0 0 0 0 2147483648 0 0 0 0 32768 0 131076 8192 1048576 0 0 0 0 0 10240 0 0 4194304 256 10416 0 0 1140850688 0 0 0 0 8192 0 8224 0 0 128 0 0 0 1073741824 49152 1024 16388 0 20480
is_linear=0
shrinkage=0.04


Tree=784
num_leaves=31
num_cat=11
split_feature=7 8 13 2 2 0 0 4 8 10 0 2 2 2 14 12 2 5 7 2 6 2 11 4 0 2 2 2 8 2
split_gain=1.74103 1.08284 0.686684 1.04629 1.00289 0.700296 0.571126 0.551731 0.571123 0.591262 0.490493 0.47241 0.70586 0.446328 0.29077 0.356243 0.364042 0.290489 0.34339 0.272218 0.257516 0.437363 0.282891 0.209083 0.318322 0.181601 0.175955 0.180442 0.226576 0.388767
threshold=0 1 2 100.50000000000001 12.500000000000002 35.250000000000007 16.750000000000004 141.00000000000003 3 4 40.250000000000007 3.5000000000000004 6.5000000000000009 298.50000000000006 5 6 63.500000000000007 2.5000000000000004 7 39.500000000000007 8 60.500000000000007 9 13818465000.000002 40.250000000000007 9.5000000000000018 2.5000000000000004 176.00000000000003 10 37.500000000000007
decision_type=9 9 9 8 10 10 10 8 9 9 10 10 10 10 9 9 10 8 9 8 9 8 9 8 10 10 8 10 9 10
left_child=2 17 3 4 -1 6 -4 -3 11 14 -11 -9 -13 23 15 16 -10 -2 19 -19 21 25 -22 -14 -25 -17 -24 28 29 -28
right_child=1 7 5 -5 -6 -7 -8 8 9 10 -12 12 13 -15 -16 20 -18 18 -20 -21 22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-8.1479620309488369e-05 1.4602021480821688e-07 1.1506619059529477e-05 -3.1192972083980787e-08 -3.8208051670558373e-05 -3.3252459018472517e-07 1.5831746327187352e-05 -6.6060889749432086e-06 8.9823117861387632e-06 -5.7536949274587013e-08 -2.1705995220803724e-05 -3.7109256118025043e-05 -2.1731187269105106e-05 5.1446051056941757e-05 -1.611979147164104e-05 1.4894509149997245e-05 -1.6644281298141425e-05 -5.315015792410295e-07 3.5204697323102943e-06 1.2315213430546382e-05 -2.7543824766674075e-05 5.9648237351833312e-06 -0.00024761223201379481 -2.2778918363997397e-06 -6.6679602563222454e-07 -3.7414857589907174e-05 1.2217991752815471e-05 -2.1273174728238643e-06 -2.2974430739541416e-06 5.4170818813643529e-07 5.9942986698498238e-07
leaf_weight=30 116 64 30 32 107 120 30 56 194 114 41 25 50 38 216 66 50 86 310 41 106 25 51 87 37 102 68 43 615 34
leaf_count=30 116 64 30 32 107 120 30 56 194 114 41 25 50 38 216 66 50 86 310 41 106 25 51 87 37 102 68 43 615 34
internal_value=0.00038057 0.000733182 -0.00223333 -0.00402222 -0.00269565 -0.000418848 -0.00393443 0.000309604 0.000194156 0.00047235 -0.00180723 -0.00140789 -0.00223529 -0.00146479 0.000708413 0.000480586 -0.000878431 0.00229078 0.00280365 0.000782609 0.000785014 -0.000529412 0.00106466 -0.000594286 -0.001472 0.000189349 0.000783455 0.000946124 0.00109749 -0.000637168
internal_weight=2984 2635 349 169 137 180 60 2082 2018 1725 155 293 237 212 1570 1354 244 553 437 127 1110 193 917 174 124 168 811 760 717 102
internal_count=2984 2635 349 169 137 180 60 2082 2018 1725 155 293 237 212 1570 1354 244 553 437 127 1110 193 917 174 124 168 811 760 717 102
cat_boundaries=0 18 47 48 78 79 80 81 93 94 96 117
cat_threshold=268435456 0 67108864 2629636 589824 134217728 0 0 33554432 0 8224 256 268435456 0 0 32 0 128 0 2048 0 0 2147491840 0 262144 2147483648 0 32768 0 131076 2048 1048576 0 4096 0 0 0 10240 128 0 0 0 0 268451840 0 0 524288 12 1073741824 12 4 0 65536 0 0 0 1 0 0 2048 0 512 0 0 0 0 33554432 0 0 0 0 0 0 0 0 0 0 4096 288 8209 84935936 0 0 0 0 0 0 131072 536870912 65536 0 0 128 144 16384 2147485184 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 4096 0 256
is_linear=0
shrinkage=0.04


Tree=785
num_leaves=31
num_cat=12
split_feature=7 3 7 8 12 12 9 1 1 2 1 2 2 5 5 6 2 11 2 3 9 4 6 12 7 2 3 5 2 2
split_gain=1.24496 0.755803 0.729879 0.738586 0.524936 0.448644 0.574364 0.512693 0.48619 0.545486 0.412196 0.416178 0.497979 0.435949 0.340987 0.352922 0.425074 0.325989 0.327317 0.322382 0.352147 0.321233 0.378335 0.518098 0.313039 0.306284 0.280086 0.24968 0.222197 0.309675
threshold=0 2014.5000000000002 1 2 3 4 5 5.5000000000000009 1.5000000000000002 78.500000000000014 5.5000000000000009 11.500000000000002 19.500000000000004 1.0000000180025095e-35 1.5000000000000002 6 6.5000000000000009 7 70.500000000000014 2003.5000000000002 8 425.00000000000006 9 10 11 49.500000000000007 2010.5000000000002 2.5000000000000004 10.500000000000002 47.500000000000007
decision_type=9 8 9 9 9 9 9 8 10 8 8 8 10 10 10 9 10 9 8 8 9 8 9 9 9 10 10 8 8 10
left_child=1 -1 4 27 17 7 8 19 9 -7 11 -3 -13 -14 15 16 -8 -2 -19 -5 24 -10 -23 -24 25 -21 -26 -4 -22 -30
right_child=2 10 3 5 -6 6 14 -9 21 -11 -12 12 13 -15 -16 -17 -18 18 -20 20 28 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=8.9837078958884651e-06 1.4861741785542016e-06 -1.7956469209343353e-06 -7.8127045772080179e-08 -4.3211038165700265e-05 9.4679252136667554e-07 -9.2949471664119322e-05 -0.00013711671058649045 7.1351795327089833e-06 8.5306684899904507e-06 -4.9684378183166309e-05 -1.7873466264917989e-05 -7.9279647329956061e-05 -1.11302671287905e-06 -2.0853420157964496e-05 -7.0638597754308405e-06 4.6795623559494582e-05 0.0025092580423216734 -2.3669288815797125e-06 2.526247467943679e-06 3.2260569226340511e-07 -1.1983440331457007e-05 -2.23537546858951e-05 -1.1341800891133832e-05 2.574676164750269e-07 1.1553482274856614e-05 -3.7739799509630247e-07 -1.1658715060132468e-08 2.515629111172757e-06 1.3951161326177831e-06 -3.7691056951021795e-05
leaf_weight=75 101 34 89 44 404 37 35 153 35 64 80 27 58 25 44 125 65 93 39 68 47 142 158 254 152 44 42 296 61 25
leaf_count=75 101 34 89 44 404 37 35 153 35 64 80 27 58 25 44 125 65 93 39 68 47 142 158 254 152 44 42 296 61 25
internal_value=0.00032362 -0.00207742 0.000604262 0.000220995 0.00177161 -0.000161893 -0.000705154 0.000655332 -0.00131241 -0.00388235 -0.00330667 -0.00457931 -0.00576577 -0.00414286 0.000842857 0.00150442 -0.00036036 0.000213115 -0.00106294 2.47935e-05 0.000354546 -0.000888135 -0.00112432 -0.000453901 0.00108517 -0.000585366 0.00202927 0.00176768 -0.00130556 -0.000183908
internal_weight=2916 299 2617 1980 637 1595 959 636 690 101 224 144 110 83 269 225 100 233 132 483 439 589 554 412 306 112 194 385 133 86
internal_count=2916 299 2617 1980 637 1595 959 636 690 101 224 144 110 83 269 225 100 233 132 483 439 589 554 412 306 112 194 385 133 86
cat_boundaries=0 18 35 64 66 68 70 71 73 75 76 77 86
cat_threshold=0 0 1310720 2097152 524288 134217730 0 0 2048 32 0 384 0 0 0 32 0 128 131072 1 1677729792 0 2 0 33685504 272637952 0 805306368 32800 0 0 268435456 0 0 1073741840 0 0 0 0 2147483648 0 262144 2147483648 0 0 0 131076 0 1048576 0 4096 0 0 0 0 128 0 4194304 0 0 0 0 0 524288 1098784 32 84083744 34 0 26628 70 16388 1024 0 18436 274 8194 0 0 0 0 0 0 0 131072 65536
is_linear=0
shrinkage=0.04


Tree=786
num_leaves=31
num_cat=10
split_feature=12 9 2 0 17 1 6 3 1 2 9 2 2 6 2 2 9 2 11 12 2 2 2 2 2 0 0 2 2 6
split_gain=0.664512 0.447331 0.412812 0.459651 0.335565 0.43237 0.49469 0.952873 0.397114 0.386272 0.296674 0.367968 0.25942 0.297977 0.254866 0.244929 0.243852 0.337029 0.242953 0.234218 0.329701 0.56377 0.30127 0.282751 0.34467 0.473034 0.339356 0.22174 0.187799 0.181021
threshold=0 1 58.500000000000007 42.710000000000008 2 1.5000000000000002 3 1996.5000000000002 5.5000000000000009 44.500000000000007 4 80.500000000000014 5.5000000000000009 5 19.500000000000004 24.500000000000004 6 7.5000000000000009 7 8 11.500000000000002 17.500000000000004 99.000000000000014 52.500000000000007 43.500000000000007 23.500000000000004 35.850000000000009 6.5000000000000009 7.5000000000000009 9
decision_type=9 9 10 10 9 10 9 10 10 10 9 10 10 9 10 10 9 10 9 9 8 8 10 10 10 10 10 10 10 9
left_child=1 2 3 27 8 14 7 19 -2 -9 15 -12 13 -3 -6 -8 17 -14 -19 20 -7 -22 23 24 25 28 -27 -1 -21 -18
right_child=4 12 -4 -5 5 6 10 9 -10 -11 11 -13 16 -15 -16 -17 29 18 -20 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.1926115302425741e-05 -2.1893524280653591e-06 3.9923917641169984e-06 3.4442981174085926e-06 -0.00023228733906408895 -1.2962413737831139e-05 4.8626188802770066e-06 -6.9968754362812498e-06 -5.0110112055526804e-05 -2.0033184902899408e-05 -3.5068969249221863e-08 2.9052055150920149e-05 -2.0603318910478817e-05 -4.443130181726974e-05 1.352579831446905e-05 -2.2981598768361528e-05 6.0443985206408788e-05 3.8967978382182962e-06 8.7876593111777372e-07 3.3943692682966109e-07 -1.1929347029983308e-06 -2.1706230752194007e-05 3.2576498658030027e-07 -8.0166493245307204e-07 3.6217971383206132e-07 -4.1522090732448031e-07 -5.9295070971697839e-05 3.8640028914082219e-08 1.5673262123805152e-05 1.6691089207334501e-06 1.2668122081772589e-06
leaf_weight=28 75 112 32 35 88 76 81 60 31 41 220 26 40 213 35 32 221 101 746 25 26 146 35 42 27 29 57 35 62 174
leaf_count=28 75 112 32 35 88 76 81 60 31 41 220 26 40 213 35 32 221 101 746 25 26 146 35 42 27 29 57 35 62 174
internal_value=0.000570461 0.00106865 -0.00113475 -0.00250505 -0.000150204 6.43433e-05 0.000344828 -0.000339089 -0.00218803 -0.00388235 0.0015027 0.00227237 0.0012534 0.00226994 -0.00216129 -0.000225806 0.0010039 0.000610245 0.000787736 0.000342205 0.00120463 0.000277457 -0.000458333 3.2922e-05 -0.000597015 6.89657e-05 -0.00202299 -0.0004375 0.00213636 0.00182266
internal_weight=2951 1737 130 98 1214 1108 985 626 106 101 359 246 1607 325 123 113 1282 887 847 525 248 172 277 242 200 173 86 63 87 395
internal_count=2951 1737 130 98 1214 1108 985 626 106 101 359 246 1607 325 123 113 1282 887 847 525 248 172 277 242 200 173 86 63 87 395
cat_boundaries=0 2 4 5 6 8 9 11 13 14 15
cat_threshold=16976162 32 0 8208 20 284 0 20612 70 0 2084 16384 2147485184 1081408 268
is_linear=0
shrinkage=0.04


Tree=787
num_leaves=31
num_cat=12
split_feature=8 7 12 7 3 0 2 2 2 7 3 2 2 3 18 11 2 0 2 6 12 0 8 2 2 4 4 13 0 12
split_gain=1.09976 1.22275 0.671302 0.484341 0.556031 0.59 0.460097 0.674123 0.423893 0.361009 0.363626 0.319481 0.651215 0.428695 0.327824 0.352047 0.297647 0.285285 0.305304 0.250554 0.211145 0.498232 0.323606 0.254667 0.277289 0.206948 0.641479 0.307723 0.206869 0.201237
threshold=0 1 2 3 2023.5000000000002 24.500000000000004 169.50000000000003 80.500000000000014 6.5000000000000009 4 1996.5000000000002 19.500000000000004 24.500000000000004 2013.5000000000002 5 6 27.500000000000004 47.250000000000007 8.5000000000000018 7 8 32.500000000000007 9 8.5000000000000018 83.500000000000014 5965.0000000000009 499885000.00000006 10 27.750000000000004 11
decision_type=9 9 9 9 8 8 10 10 10 9 8 10 10 8 9 9 8 10 8 9 9 10 9 8 10 8 8 9 10 9
left_child=20 6 3 -3 5 -5 7 8 -2 16 -11 13 -13 -12 -14 -16 -4 18 -15 -7 21 -1 23 -22 -25 -6 -27 29 -17 -28
right_child=1 2 9 4 25 19 -8 -9 -10 10 11 12 14 17 15 28 -18 -19 -20 -21 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=1.2256936584765759e-06 -5.781282213186261e-05 1.3402673155160511e-05 -2.7097392849388148e-06 -9.4263089017000726e-06 7.9779729818150852e-06 -3.5916241388554557e-05 0.00028283959436005017 -3.3096036928282592e-05 -3.5769741085323299e-08 1.4796500695943597e-05 -5.8111728159578274e-05 -1.831952931770241e-05 -2.0295096694356899e-05 1.3114231552812184e-05 -2.2403520975268875e-07 3.8086622694132262e-06 2.8046342813490437e-05 -3.1035350908483637e-05 -3.7762228257032579e-07 8.6647967109236595e-06 1.1050738700545905e-05 -2.7376280099899593e-06 8.0009845835566588e-06 -1.4070962684282204e-07 3.8264633752933202e-06 -6.7312171063582999e-05 1.0382585787512235e-06 1.5614825522216429e-05 6.1912840642243984e-07 -4.5872573141812899e-08
leaf_weight=56 51 136 40 26 66 103 27 36 170 25 26 57 37 112 107 28 67 25 220 131 39 77 287 147 29 33 162 241 112 274
leaf_count=56 51 136 40 26 66 103 27 36 170 25 26 57 37 112 107 28 67 25 220 131 39 77 287 147 29 33 162 241 112 274
internal_value=0.000430122 2.06631e-05 0.000368808 0.00098732 0.000672397 -0.00091954 -0.00238644 -0.00299225 -0.00214414 -0.000479815 -0.000794737 -0.000971034 -0.00185965 -0.000177083 -0.00106667 -0.000532258 0.00159322 0.000189944 0.000504505 -0.00027234 0.00188854 0.000361111 0.0022768 0.000973451 0.000361582 0.00121493 0.00101266 0.00128024 0.000794702 0.000590604
internal_weight=2947 2312 2028 1172 1036 260 284 257 221 856 749 724 341 383 284 247 107 357 332 234 635 133 502 215 176 776 710 677 140 436
internal_count=2947 2312 2028 1172 1036 260 284 257 221 856 749 724 341 383 284 247 107 357 332 234 635 133 502 215 176 776 710 677 140 436
cat_boundaries=0 23 41 43 61 78 79 80 81 83 104 105 107
cat_threshold=1073741840 8 0 0 2147491840 0 0 2147483648 0 32768 0 131076 2048 1049600 0 0 0 0 4096 8192 384 0 4194304 0 128 1048576 2052 0 0 0 268435456 65536 0 32 256 0 0 0 32 0 128 205858 34 131072 0 0 0 2 0 0 0 2048 0 32768 0 0 268435456 0 0 1073741840 256 0 1 67108864 2097152 2 0 0 0 0 8192 0 0 0 0 0 0 4112 4 16416 132 68165696 2 16 0 0 0 0 0 0 2147483648 0 0 0 131072 0 1048576 0 0 0 0 0 0 384 6 1026 2
is_linear=0
shrinkage=0.04


Tree=788
num_leaves=31
num_cat=10
split_feature=7 7 11 9 3 7 2 2 2 3 0 2 10 0 2 5 2 0 9 2 2 11 0 2 17 4 2 3 7 2
split_gain=1.48416 0.529736 0.42484 0.38825 0.754122 0.652263 0.623817 0.366673 0.344558 0.3112 0.308979 0.327167 0.29224 0.460041 0.305612 0.283574 0.243687 0.190922 0.2043 0.382093 0.300908 0.183747 0.422746 0.185585 0.180929 0.336228 0.217026 0.181139 0.172057 0.171569
threshold=0 1 2 3 2020.5000000000002 4 3.5000000000000004 21.500000000000004 5.5000000000000009 2015.5000000000002 42.710000000000008 13.500000000000002 5 40.675000000000004 50.500000000000007 4.5000000000000009 3.5000000000000004 8.5000000000000018 6 5.5000000000000009 16.500000000000004 7 37.750000000000007 29.500000000000004 8 481.00000000000006 16.500000000000004 2013.5000000000002 9 28.500000000000004
decision_type=9 9 9 9 8 9 10 10 10 10 10 10 9 10 8 8 8 8 9 10 10 9 10 10 9 10 10 10 9 10
left_child=3 -2 -3 4 -1 7 -7 8 -5 15 11 -6 13 14 -4 29 -14 -18 19 -19 -21 22 -20 -24 26 27 -23 -26 -17 -8
right_child=1 2 12 5 10 6 9 -9 -10 -11 -12 -13 16 -15 -16 28 17 18 21 20 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.076361716533004e-05 2.6549698745942464e-05 1.4515143814012407e-05 -3.2911895253346042e-05 -5.6997145936385633e-05 5.5477219381213671e-06 -9.4544458387370496e-05 1.8608448785032676e-06 -1.6155982221871824e-05 0.00038617931363928198 -1.0703553277942916e-05 -2.9968934783695889e-05 -2.8569319789607495e-06 4.1202502902585171e-06 -1.7145120083771295e-05 2.9232302778581243e-05 3.9980160645481907e-07 -1.5702702359999333e-05 -0.00010966092809143529 4.9119138019721576e-05 0.00029163716890159239 -2.1456690392634303e-06 8.4801182905666841e-07 -7.4257867891684682e-07 3.8907958785136962e-07 2.9798784631210454e-07 -0.00014132656014530394 1.0001145986471712e-05 1.5556089082101818e-05 0.00020360917673663826 -7.1278969263645656e-06
leaf_weight=26 100 216 54 42 31 36 25 57 25 27 30 34 186 28 36 113 30 39 25 70 110 158 53 49 900 40 166 67 117 25
leaf_count=26 100 216 54 42 31 36 25 57 25 27 30 34 186 28 36 113 30 39 25 70 110 158 53 49 900 40 166 67 117 25
internal_value=0.000432099 0.000884517 0.000745308 -0.00134891 -0.00330303 -0.000778243 0.000146893 -0.00314074 -0.00135294 0.00074026 -0.001875 -0.00030303 0.000555885 -0.00130233 1.47374e-10 0.00113879 0.000678572 0.000531616 0.000588796 -0.00053913 0.000220995 0.000756978 -0.000666667 -0.00186408 0.000897169 0.000616896 0.0017194 0.000772727 0.0017316 -0.00156863
internal_weight=2915 2327 2227 588 121 467 343 124 67 307 95 65 2011 118 90 280 1893 1707 1677 219 180 1458 127 102 1331 1007 324 967 230 50
internal_count=2915 2327 2227 588 121 467 343 124 67 307 95 65 2011 118 90 280 1893 1707 1677 219 180 1458 127 102 1331 1007 324 967 230 50
cat_boundaries=0 17 34 37 39 53 54 56 58 59 68
cat_threshold=268566528 128 1048576 2099204 65568 64 0 268435456 33556480 0 8224 384 0 268435456 0 32 1073741824 0 0 1610612736 524288 0 2 33554432 0 0 8192 0 0 0 0 0 0 128 0 1024 524289 0 24580 131072 0 1048576 2097152 65536 64 0 0 0 0 0 128 0 268435456 5 1 8368 67158016 1048576 10 0 128 0 2052 0 0 0 268435456 33554432
is_linear=0
shrinkage=0.04


Tree=789
num_leaves=31
num_cat=9
split_feature=8 2 7 7 3 3 9 2 4 3 3 2 2 2 5 5 8 8 2 2 2 4 11 6 2 2 13 2 2 3
split_gain=1.24413 0.963008 0.802304 0.593996 0.452734 0.415941 0.396422 0.504426 0.618475 0.45222 0.455527 0.396167 0.552626 0.398606 0.383209 0.360664 0.302762 0.26504 0.25368 0.405171 0.232741 0.214572 0.26056 0.351025 0.298447 0.260584 0.375657 0.245386 0.188521 0.535047
threshold=0 49.500000000000007 1 2 1992.5000000000002 1995.5000000000002 3 1025.0000000000002 4600.0000000000009 2010.5000000000002 1996.5000000000002 13.500000000000002 69.500000000000014 38.500000000000007 1.5000000000000002 1.0000000180025095e-35 4 5 9.5000000000000018 24.500000000000004 21.500000000000004 425.00000000000006 6 7 81.500000000000014 12.500000000000002 8 4.5000000000000009 39.500000000000007 1975.5000000000002
decision_type=9 10 9 9 10 10 9 8 8 10 10 8 10 8 8 10 9 9 10 10 8 8 9 9 10 8 9 10 10 10
left_child=1 17 5 14 -3 11 16 8 -8 10 15 -2 13 -13 -4 18 -5 20 -10 -20 -1 -18 23 24 28 -24 -27 -25 -23 -30
right_child=2 4 3 6 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 21 -19 19 -21 -22 22 25 27 -26 26 -28 -29 29 -31
leaf_value=5.8054197947129865e-06 1.9544390609032447e-06 -2.7724191817358842e-05 -1.6469323140102242e-05 1.461213703274316e-06 -5.6659155399525293e-05 2.9285347020566274e-06 0.0018422299317984578 7.1013181134079259e-05 -8.0308852163335072e-05 0.0024970434891977869 -0.00033084242583665801 -4.8758778470882051e-07 9.4725642867469651e-08 -2.26817402971383e-05 4.1356807960199689e-05 -0.0002532746968093787 8.7109079790915983e-06 -7.9857674928831107e-06 0.001597648886028894 -1.5450234808397152e-05 -3.1732579988004652e-05 9.0553677267842652e-07 1.1295024873315794e-05 -0.00018110157221203267 9.2113776579466052e-07 -3.2785309979145039e-06 5.1635908795421901e-07 -3.2457771329198626e-07 -1.9287115366525489e-07 6.8911752836683789e-06
leaf_weight=62 51 38 35 341 31 31 29 44 41 37 31 74 47 58 312 37 62 123 41 50 76 455 68 28 113 113 201 129 126 34
leaf_count=62 51 38 35 341 31 31 29 44 41 37 31 74 47 58 312 37 62 123 41 50 76 455 68 28 113 113 201 129 126 34
internal_value=0.000161699 -0.00211144 0.000458638 0.000696322 -0.00634286 -0.00160294 0.000421899 -0.000872274 -0.00155805 -0.00223529 -0.00298507 -0.00225108 -0.00313333 -0.00445113 0.00220112 -0.00214118 0.00066627 -0.00105343 -0.00114286 4.34784e-05 0.000214765 0.000385075 0.000274448 0.000647322 0.00101759 -0.000590331 -0.00109206 -0.00102381 0.000681818 -0.000496894
internal_weight=2918 330 2588 2327 69 261 1980 310 266 237 200 230 179 132 347 169 1670 261 132 91 138 1329 1267 885 728 382 314 157 615 160
internal_count=2918 330 2588 2327 69 261 1980 310 266 237 200 230 179 132 347 169 1670 261 132 91 138 1329 1267 885 728 382 314 157 615 160
cat_boundaries=0 30 42 59 61 90 120 122 123 124
cat_threshold=268435456 8 4 0 0 1 0 0 1 0 0 0 2048 0 268435456 4096 0 0 33554432 0 0 0 0 8 0 0 64 0 0 4096 131072 0 33816576 2621440 32 0 0 268435456 65536 0 8192 256 3 1 536879104 0 2 0 33554432 8192 2048 536870944 0 0 0 268435456 0 0 1073741840 1073741825 22532 1073741824 0 0 0 2147483648 0 0 0 0 0 0 131076 0 0 0 0 0 0 4096 8192 384 0 0 0 0 16384 0 0 524288 268435456 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 36 1536 396 6
is_linear=0
shrinkage=0.04


Tree=790
num_leaves=31
num_cat=10
split_feature=7 8 7 12 2 0 8 2 2 2 2 0 14 2 12 9 1 9 12 0 2 2 2 0 2 2 2 2 2 2
split_gain=1.2613 0.825173 0.501464 0.549156 0.56577 0.493177 0.488227 0.357115 0.547024 0.419744 0.353121 0.341328 0.326867 1.16705 0.462644 1.13338 0.608706 0.489188 0.538833 0.345007 0.601835 0.310081 0.287719 0.284413 0.241639 0.233281 0.467481 0.408411 0.226665 0.442069
threshold=0 1 2 3 42.500000000000007 21.500000000000004 4 26.500000000000004 17.500000000000004 9.5000000000000018 9.5000000000000018 30.500000000000004 5 39.500000000000007 6 7 5.5000000000000009 8 9 36.400000000000006 18.500000000000004 10.500000000000002 16.500000000000004 42.710000000000008 34.500000000000007 20.500000000000004 88.500000000000014 12.500000000000002 7.5000000000000009 12.500000000000002
decision_type=9 9 9 9 10 10 9 10 10 8 8 10 9 10 9 9 8 9 9 10 8 10 10 10 10 8 10 10 8 8
left_child=-1 5 3 -3 7 -2 10 8 9 -5 -4 -6 13 22 16 19 17 18 25 -16 -21 -17 23 -8 -12 27 -27 -14 -20 -30
right_child=1 2 6 4 11 -7 12 -9 -10 -11 24 -13 14 -15 15 21 -18 -19 28 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=5.9198641005224191e-06 -8.9837178255122932e-07 1.3866358124930116e-07 1.2920509571566873e-05 -6.2942891455793469e-05 -2.4580270279830706e-07 9.2710316610462872e-06 -4.951202096190693e-05 1.0044411588364441e-06 -5.6736682952723488e-05 3.8299423616655292e-06 -2.7123378066044594e-05 -1.2077755067350481e-05 -1.4382565758069293e-05 -2.7071923560010388e-06 2.9320758229079029e-06 -2.6382604200230916e-06 1.0834347862356843e-05 7.3349478203608319e-06 1.8852618303766793e-05 -1.674157947917931e-05 -6.2954863634519497e-05 4.9307090348564856e-07 2.5486902152827481e-06 0.00012006834059901342 -1.2294164722949922e-06 1.7731703189430098e-06 -1.6084115276535676e-05 -1.8050158661748228e-05 -4.1687271029296929e-05 4.0947183329365092e-07
leaf_weight=248 68 220 29 44 50 293 56 51 28 75 49 58 71 37 30 145 255 287 33 59 49 270 28 28 37 87 31 32 29 168
leaf_count=248 68 220 29 44 50 293 56 51 28 75 49 58 71 37 30 145 255 287 33 59 49 270 28 28 37 87 31 32 29 168
internal_value=0.00023761 -1.92022e-05 -0.000296549 -0.00137058 -0.00244795 0.00173118 2.19661e-05 -0.00124623 -0.00224324 -0.00103333 -0.00238095 -0.00484404 0.000199297 -0.001525 0.00037508 -0.000546099 0.000888446 0.000313938 -0.000510822 -0.00354362 -0.00484404 0.000516432 0.000424779 -0.000752941 -0.00386207 -0.00187931 -0.000739496 -0.00334615 0.000829876 0.000343434
internal_weight=2945 2697 2336 526 306 361 1810 198 147 119 115 108 1695 149 1546 553 993 738 451 138 108 415 112 84 86 221 118 103 230 197
internal_count=2945 2697 2336 526 306 361 1810 198 147 119 115 108 1695 149 1546 553 993 738 451 138 108 415 112 84 86 221 118 103 230 197
cat_boundaries=0 17 44 62 63 93 94 96 98 100 102
cat_threshold=0 17 0 4 0 2048 37748736 8192 0 0 0 0 67108992 0 0 0 1073741968 1073741824 0 0 0 2147491840 0 0 2147483648 0 0 0 4 0 1049600 0 0 0 0 4096 10240 128 0 0 0 0 0 68 268435456 0 1048576 2099200 524288 134217792 0 537001984 33556480 0 0 256 0 268435456 0 0 0 128 17025056 0 4 0 134217728 0 1 0 0 1 32768 0 0 0 0 268435456 0 0 0 33554432 0 0 0 0 0 0 0 0 0 0 4096 131088 197986 32 0 24612 0 6144 258 32
is_linear=0
shrinkage=0.04


Tree=791
num_leaves=31
num_cat=9
split_feature=8 2 14 0 2 4 9 3 0 2 4 8 5 4 0 3 2 11 2 8 2 2 3 9 0 1 11 13 2 3
split_gain=1.09489 0.551996 0.696825 0.586884 0.924311 0.627856 0.391122 0.662151 0.419002 0.312386 0.29442 0.27992 0.518366 0.302779 0.26691 0.248027 0.230708 0.229739 0.483978 0.231811 0.247054 0.227456 0.515883 0.407104 0.353326 0.52661 0.321125 0.387053 0.26982 0.229974
threshold=0 14.500000000000002 1 9.5000000000000018 42.500000000000007 87817200000.000015 2 2005.5000000000002 36.900000000000006 12.500000000000002 133.00000000000003 3 1.0000000180025095e-35 152.50000000000003 40.250000000000007 2018.5000000000002 79.500000000000014 4 21.500000000000004 5 19.500000000000004 11.500000000000002 2005.5000000000002 6 43.675000000000004 5.5000000000000009 7 8 2.5000000000000004 1977.5000000000002
decision_type=9 10 9 10 10 8 9 8 10 10 10 9 10 8 10 8 10 9 10 9 10 10 8 9 10 10 9 9 10 10
left_child=17 9 6 -4 14 -6 11 -8 -9 21 15 12 -3 -13 -5 -10 -17 18 -1 20 -19 22 -2 -24 25 26 -25 -28 -26 -23
right_child=1 2 3 4 5 -7 7 8 10 -11 -12 13 -14 -15 -16 16 -18 19 -20 -21 -22 29 23 24 28 -27 27 -29 -30 -31
leaf_value=-1.3592191078452279e-06 -2.0502776889912002e-05 -6.3242067418755264e-06 4.3888069660770353e-07 -1.8808018894465972e-05 -2.4700082733815615e-05 4.3462843736574612e-06 -5.4467214543669951e-05 3.7347343804375546e-06 1.0957287245070837e-05 1.8441666218782429e-06 1.5324630384971475e-05 -7.6877238986172818e-07 4.0400426139191686e-06 3.9188936690216688e-07 -3.4370329617780693e-05 -2.9570786616217939e-05 -6.1955484154014215e-05 -2.5411554677992485e-07 6.6327256983705806e-07 8.9395750005819318e-06 4.4015022232127563e-06 -0.00011478439403673749 6.0144866176672873e-06 3.1710474630214525e-06 4.2438423802480069e-06 2.6554686391977002e-05 -1.2329760104404287e-05 4.6382278311259934e-06 -5.103762393828789e-05 7.8375635716624315e-05
leaf_weight=63 40 72 65 40 40 42 48 40 27 78 35 25 29 730 28 79 31 76 91 268 79 27 291 175 44 59 102 135 29 32
leaf_count=63 40 72 65 40 40 42 48 40 27 78 35 25 29 730 28 79 31 76 91 268 79 27 291 175 44 59 102 135 29 32
internal_value=0.000205409 -0.000181818 -0.000717718 -0.00274336 -0.00423841 -0.0013494 -0.000298136 -0.00162362 -0.000713615 0.000521224 -0.00157225 0.000119954 -0.00175 0.000391645 -0.00765217 -0.0024058 -0.00324324 0.0017483 0.000339394 0.00223963 0.000843374 0.000316578 0.000479452 0.00069378 2.8829e-05 0.000432204 -7.74817e-05 -0.00101613 -0.00254054 -0.00206667
internal_weight=2920 2343 1331 215 150 82 1116 260 212 1012 172 856 101 755 68 137 110 577 154 423 155 934 875 835 544 471 412 237 73 59
internal_count=2920 2343 1331 215 150 82 1116 260 212 1012 172 856 101 755 68 137 110 577 154 423 155 934 875 835 544 471 412 237 73 59
cat_boundaries=0 27 28 30 43 46 73 75 78 79
cat_threshold=1073741824 1050624 0 134217728 2147491840 0 0 0 0 0 0 4 0 1048576 0 0 0 0 33558528 8192 384 0 4194304 8 0 268484608 68 8321 256 22656 0 12 0 0 0 0 0 2147483648 0 0 0 0 8192 16416 0 524288 1073741824 0 0 134217728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 0 8 0 0 68 0 28692 4 0 524288 10
is_linear=0
shrinkage=0.04


Tree=792
num_leaves=31
num_cat=6
split_feature=8 7 8 2 2 0 10 2 5 0 3 2 2 3 11 2 2 4 2 0 4 2 4 4 3 2 2 11 0 2
split_gain=1.12852 0.712217 0.496054 0.621109 0.458105 0.65434 0.431861 0.720308 0.35929 0.322943 0.31885 0.28951 0.480643 0.288466 0.295446 0.267979 0.342997 0.264044 0.256768 0.244887 0.230872 0.211067 0.204432 0.607418 0.248158 0.625216 0.169538 0.223613 0.25389 0.243562
threshold=0 1 2 68.500000000000014 403.00000000000006 35.850000000000009 3 35.500000000000007 2.5000000000000004 44.07500000000001 2007.5000000000002 21.500000000000004 12.500000000000002 1996.5000000000002 4 34.500000000000007 9.5000000000000018 199.50000000000003 7.5000000000000009 44.07500000000001 11633120000.000002 8.5000000000000018 5965.0000000000009 1557465000.0000002 2019.5000000000002 29.500000000000004 26.500000000000004 5 38.20000000000001 64.500000000000014
decision_type=9 9 9 10 10 10 9 8 10 10 10 10 10 8 9 10 8 8 8 10 8 10 8 8 8 10 8 9 10 10
left_child=-1 10 3 9 5 -5 7 -4 13 11 19 12 18 -8 15 16 -15 -16 -3 -2 -20 -22 -19 -24 25 -25 -26 29 -29 -28
right_child=1 2 6 4 -6 -7 8 -9 -10 -11 -12 -13 -14 14 17 -17 -18 22 20 -21 21 -23 23 24 26 -27 27 28 -30 -31
leaf_value=5.7552889345850428e-06 2.0513197285946711e-06 5.7779457048715359e-06 -7.1461584378566302e-05 -1.3003333399934649e-05 6.8098543435229976e-07 -2.7389581962547737e-05 2.2103501746317977e-05 3.6983794489698078e-05 -7.1358767072477131e-06 9.6402820203863367e-05 -5.6106382106345713e-06 -2.4928431000743324e-05 6.5195906704352814e-06 -0.00016807371162618891 -5.9569220196337323e-06 -6.3281446344376496e-07 4.9415764805351652e-06 2.808086894703572e-05 7.9361826308000076e-06 -7.9265193739581121e-06 -5.9194133724693783e-05 -5.7197014190516697e-05 -9.019321508798386e-06 -3.2190665455311916e-05 1.529607054747649e-06 3.5506205738539646e-06 -3.3755656546900018e-07 1.0999839789781293e-05 1.9448477728208481e-07 3.6656205722351841e-07
leaf_weight=476 260 32 91 30 43 47 53 60 36 50 44 38 45 25 49 43 41 63 25 31 58 26 30 120 503 101 217 84 89 112
leaf_count=476 260 32 91 30 43 47 53 60 36 50 44 38 45 25 49 43 41 63 25 31 58 26 30 120 503 101 217 84 89 112
internal_value=0.000344851 -6.51186e-06 -0.000280867 -0.00154074 -0.00396694 -0.00579487 1.62039e-05 -0.00195062 0.000218136 -0.000523636 0.0016763 -0.00117333 -0.000513369 0.000313521 0.00020839 -0.0017 -0.000238806 0.000371284 -0.00166197 0.00220548 -0.00258182 -0.00357647 0.000481818 0.000369133 0.000508558 -0.000702703 0.000775348 0.000254473 0.00136957 -0.000364706
internal_weight=2922 2446 2111 394 120 77 1717 151 1566 274 335 224 186 1530 1477 109 66 1368 141 291 109 84 1319 1256 1226 221 1005 502 173 329
internal_count=2922 2446 2111 394 120 77 1717 151 1566 274 335 224 186 1530 1477 109 66 1368 141 291 109 84 1319 1256 1226 221 1005 502 173 329
cat_boundaries=0 29 46 75 76 78 79
cat_threshold=268435456 1048576 0 0 2147491840 1 262144 0 0 32768 0 4 10240 1048576 0 0 0 0 4096 8192 0 0 0 0 0 268451840 0 0 128 0 17 67117056 4 2 134217792 0 8192 0 8224 0 0 16 0 0 0 1073741840 0 12 0 134217728 65536 0 0 0 0 0 0 131072 0 512 0 4096 0 0 33554432 0 0 0 4194304 0 0 32768 0 0 524288 17 16384 1536 36
is_linear=0
shrinkage=0.04


Tree=793
num_leaves=31
num_cat=14
split_feature=8 12 9 5 18 9 4 4 12 8 3 3 4 12 5 15 6 12 5 13 6 0 3 1 13 3 0 3 3 1
split_gain=1.15155 0.589923 0.641809 0.84506 0.624323 0.462277 0.702215 0.692334 0.592946 0.479038 0.433142 0.327729 0.294083 0.373171 0.675569 0.574269 0.681427 0.53364 0.441255 0.300755 0.700804 0.521028 0.283405 0.271948 0.248908 0.293469 0.246374 0.223012 0.217655 0.217554
threshold=0 1 2 3.5000000000000004 3 4 9300.0000000000018 1009900000.0000001 5 6 1995.5000000000002 2020.5000000000002 199.50000000000003 7 1.5000000000000002 8 9 10 2.5000000000000004 11 12 18.500000000000004 2014.5000000000002 5.5000000000000009 13 2018.5000000000002 35.850000000000009 1993.5000000000002 2011.5000000000002 2.5000000000000004
decision_type=9 9 9 8 9 9 10 10 9 9 10 8 10 9 10 9 9 9 10 9 9 10 10 8 9 8 10 10 8 10
left_child=1 -1 10 -4 -5 6 9 -8 11 -2 26 -7 13 19 15 16 -15 -18 -16 21 27 -11 -19 -22 25 -10 -3 -21 -26 -17
right_child=5 2 3 4 -6 8 7 -9 24 12 -12 -13 -14 14 18 29 17 22 -20 20 23 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=3.4428431673324235e-06 8.6226245746074247e-07 -9.3702950447463901e-07 5.9079775188679004e-07 -6.7786362171547653e-05 -5.7761424409895084e-05 -1.3499524301588614e-05 -5.1357265699644743e-05 -1.1685092599910372e-07 0.00016895921326563653 -3.0569214053617744e-08 -2.8395630160179302e-05 2.3766617809376709e-06 4.9165147206323621e-06 8.7439105833615334e-06 -1.52343480771659e-05 -5.3949512813467751e-05 2.2648122976298585e-07 -3.0409885471242003e-06 -6.5404338047196946e-06 -3.7600485667514091e-05 1.1148088225876521e-06 6.4395701236175906e-06 -2.4514584812796991e-05 -2.8537130435500436e-06 9.8779015493646057e-06 -6.4363572300777415e-06 2.9239428631067535e-05 -2.8363925346628006e-05 8.7439160102233131e-06 1.4187724107975569e-06
leaf_weight=102 123 43 39 35 58 39 45 82 48 164 32 77 100 151 25 66 128 200 30 68 126 234 29 36 53 103 54 37 354 264
leaf_count=102 123 43 39 35 58 39 45 82 48 164 32 77 100 151 25 66 128 200 30 68 126 234 29 36 53 103 54 37 354 264
internal_value=0.000291921 -0.0017861 -0.00277941 -0.0046993 -0.00710638 0.000589279 0.000266806 -0.00259375 0.00148321 0.000473625 -0.0006 -0.00107087 0.000282804 0.000148813 -0.000384956 -0.000104887 -0.00094027 -0.00188043 -0.00464286 0.000857988 -0.00018705 0.00154523 -0.00301667 0.00143353 0.0020246 0.000518519 0.000693878 -0.00258621 0.00255502 0.00117302
internal_weight=2945 363 261 132 93 2582 1908 127 674 1781 129 116 1658 1558 893 838 508 357 55 665 267 398 229 162 558 151 97 105 407 330
internal_count=2945 363 261 132 93 2582 1908 127 674 1781 129 116 1658 1558 893 838 508 357 55 665 267 398 229 162 558 151 97 105 407 330
cat_boundaries=0 26 27 29 30 32 34 57 58 59 60 62 63 64 65
cat_threshold=2147483648 4 4 134217728 65536 0 0 0 0 0 0 131072 2112 0 0 4096 0 0 33558528 0 2147483648 0 0 0 0 32768 1183008 0 2048 4 768 14384 67117120 2 1342177280 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4194304 84008992 67108864 322 2112 32 10 326 4
is_linear=0
shrinkage=0.04


Tree=794
num_leaves=31
num_cat=11
split_feature=7 8 12 4 6 8 3 3 3 0 0 12 3 5 6 3 11 0 12 3 5 0 12 4 0 3 5 0 0 7
split_gain=1.26923 1.25014 0.886687 0.73064 0.599316 0.603383 0.574988 0.53573 0.924541 0.496875 0.443004 0.42573 0.492636 0.415735 0.424113 0.440831 0.360603 0.303331 0.398941 0.270543 0.263544 0.25032 0.233188 0.224751 0.360461 0.219865 0.214833 0.204433 0.194993 0.129429
threshold=0 1 2 72000.000000000015 3 4 1998.5000000000002 1990.5000000000002 1999.5000000000002 35.250000000000007 35.600000000000009 5 2001.5000000000002 3.5000000000000004 6 2000.5000000000002 7 12.250000000000002 8 2025.5000000000002 3.5000000000000004 21.500000000000004 9 11633120000.000002 33.175000000000004 2008.5000000000002 1.5000000000000002 23.500000000000004 42.710000000000008 10
decision_type=9 9 9 10 9 9 8 8 8 8 10 9 10 8 9 10 9 8 9 8 8 10 9 8 10 8 10 10 10 9
left_child=11 16 3 4 5 -3 -6 -4 -9 -8 17 12 21 26 15 -15 28 -10 27 -18 -11 -1 -16 -21 -25 -22 -12 -19 -2 -13
right_child=1 2 7 -5 6 -7 9 8 10 20 13 29 -14 14 22 -17 19 18 -20 23 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.3489544144084777e-07 5.8270733220665125e-06 -8.0547134524134852e-08 5.3693273318677053e-05 -7.8690998037747058e-05 -4.3568570864138662e-05 6.9128234222940176e-05 -4.978229005037893e-05 -7.1933414251713245e-05 -4.85862342998189e-07 -2.4687376107503847e-05 -2.3712196564988118e-06 1.1791283519343605e-06 -1.7208227578374551e-06 -2.3877644950011554e-05 -9.1375888906541438e-06 2.4984216180889938e-05 2.8431208852737601e-05 -1.2316681070099455e-07 1.1983211749563768e-06 5.9022694440800713e-05 -3.1083824322894395e-05 2.1031854089027097e-06 -6.0559841058026759e-05 7.9237578224672127e-07 -2.8552822851937457e-06 1.9859818389645271e-05 4.9683937765768769e-06 -5.1309674844076404e-06 -3.3357876938175219e-06 3.1313991422124959e-06
leaf_weight=25 220 188 29 47 27 292 31 37 66 43 51 280 26 82 102 51 34 95 149 52 42 71 204 89 96 192 47 42 28 246
leaf_count=25 220 188 29 47 27 292 31 37 66 43 51 280 26 82 102 51 34 95 149 52 42 71 204 89 96 192 47 42 28 246
internal_value=0.00038057 -5.79462e-05 -0.00055361 0.000375716 0.000661765 0.00154786 -0.000635838 -0.00138716 -0.00157066 -0.00015534 -0.00130786 0.0019302 -0.000240601 -0.00202974 -0.00255455 -0.000472222 0.00165283 -0.000203966 0.000362369 0.00058156 0.000388489 0.00107217 -0.00333123 0.000117647 -0.000537634 0.000919149 0.000323232 -0.00116216 0.00274903 0.00242831
internal_weight=2984 2336 1817 862 815 480 335 955 926 308 889 648 122 537 439 133 519 352 286 271 277 96 306 237 185 234 98 137 248 526
internal_count=2984 2336 1817 862 815 480 335 955 926 308 889 648 122 537 439 133 519 352 286 271 277 96 306 237 185 234 98 137 248 526
cat_boundaries=0 17 46 48 49 75 77 78 79 80 81 98
cat_threshold=268435456 17 1140850688 516 2 134217728 33554432 536879104 65536 134217728 32768 0 268435456 0 67108864 0 1073746064 1073741824 2048 0 0 2147557376 0 0 2147483648 1 0 0 4 8192 512 0 0 0 0 4096 2048 384 0 4194304 0 0 268435456 0 0 524288 1180706 34 282 0 4 0 0 0 1 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216 0 0 16384 67239936 34 192 32772 67160320 67840 0 1 0 0 2 0 0 536870912 65536 0 0 0 0 0 0 0 1073746048
is_linear=0
shrinkage=0.04


Tree=795
num_leaves=31
num_cat=5
split_feature=14 12 11 12 0 1 12 0 2 5 2 0 2 0 2 0 2 0 1 0 2 2 2 3 2 0 0 2 3 2
split_gain=0.450112 0.307298 0.386379 0.371881 1.1253 0.382366 0.324011 0.437562 0.339601 0.298312 0.295414 0.272091 0.264443 0.674253 0.325809 0.28105 0.265281 0.242709 0.494554 0.27024 0.220522 0.374754 0.31849 0.224539 0.18785 0.186301 0.348378 0.249799 0.264128 0.191534
threshold=0 1 2 3 32.500000000000007 6.5000000000000009 4 38.57500000000001 75.500000000000014 1.0000000180025095e-35 48.500000000000007 42.250000000000007 100.50000000000001 32.500000000000007 39.500000000000007 31.500000000000004 20.500000000000004 40.250000000000007 5.5000000000000009 44.07500000000001 108.50000000000001 277.00000000000006 71.500000000000014 2013.5000000000002 12.500000000000002 45.425000000000004 40.250000000000007 8.5000000000000018 2007.5000000000002 25.500000000000004
decision_type=9 9 9 9 10 8 9 8 10 10 8 10 8 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10 10
left_child=-1 9 3 4 -3 -5 25 12 10 20 17 -10 13 14 16 -14 -8 18 -9 -19 22 -22 23 -2 -21 26 27 -4 29 -29
right_child=1 2 6 5 -6 -7 7 8 11 -11 -12 -13 15 -15 -16 -17 -18 19 -20 24 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.3930280195322831e-05 -8.4463838634297173e-06 -2.5269020133164851e-07 5.6959079495172363e-06 -3.132878369323594e-07 -0.00010826145891934344 0.00085257498716332519 -6.7180843341471301e-07 3.290446806175772e-07 -7.0457119433638167e-07 1.7497812996739763e-05 8.383009834854098e-06 -0.00067600366010707122 -8.2779899121697118e-07 -7.9007557916687795e-05 -2.4338204401716647e-06 2.4082375454769293e-06 9.9157756388266295e-07 -1.096435965174072e-05 0.0059629765020922133 -2.3837321998038458e-05 -1.7824296371150515e-05 3.2399656165680499e-05 3.4206624485624598e-06 6.240952431493482e-07 1.3614842862451532e-05 9.5544201053466033e-06 -4.8150282633727001e-05 -6.163039549208708e-07 2.4669736731771289e-05 1.7508922298013202e-06
leaf_weight=161 47 97 93 296 28 31 46 521 85 51 108 25 31 44 28 35 25 40 64 73 26 31 53 423 52 36 43 111 56 154
leaf_count=161 47 97 93 296 28 31 46 521 85 51 108 25 31 44 28 35 25 40 64 73 26 31 53 423 52 36 43 111 56 154
internal_value=0.000362264 0.00023589 3.75073e-06 -0.00101944 -0.00279412 -0.000272189 0.000285544 -7.74409e-05 0.000280702 0.00100312 0.000549476 -0.0018018 -0.00173333 -0.00269444 -0.00084 0.000358209 0.000611111 0.000266312 0.000648464 -0.00108434 0.000757315 -0.00158621 0.00101527 0.000679406 -0.00015873 0.00113492 0.000934498 0.00129157 0.000757764 0.000225564
internal_weight=2914 2753 2122 452 125 327 1670 1177 968 631 858 110 209 143 99 66 71 750 585 165 580 57 523 470 125 493 457 414 321 265
internal_count=2914 2753 2122 452 125 327 1670 1177 968 631 858 110 209 143 99 66 71 750 585 165 580 57 523 470 125 493 457 414 321 265
cat_boundaries=0 1 3 6 7 8
cat_threshold=129 17833984 32 32 512 524288 131392 133472
is_linear=0
shrinkage=0.04


Tree=796
num_leaves=31
num_cat=12
split_feature=7 8 12 8 3 9 8 12 9 3 0 3 4 13 6 0 0 6 3 0 0 1 1 3 8 0 0 3 0 0
split_gain=1.3702 0.854222 0.595109 0.50961 0.766385 0.49929 0.421699 0.404196 0.393301 0.752839 0.312577 0.312299 0.306788 0.361282 0.302957 0.251671 0.250558 0.245901 0.244077 0.237852 0.209767 0.237499 0.205527 0.181584 0.28591 0.339441 0.207313 0.174637 0.173308 0.166653
threshold=0 1 2 3 1992.5000000000002 4 5 6 7 2005.5000000000002 10.500000000000002 2001.5000000000002 807475000.00000012 8 9 42.960000000000008 44.07500000000001 10 2019.5000000000002 39.07500000000001 27.750000000000004 3.5000000000000004 1.5000000000000002 2015.5000000000002 11 24.500000000000004 18.500000000000004 2001.5000000000002 39.07500000000001 40.250000000000007
decision_type=9 9 9 9 10 9 9 9 9 8 8 10 10 9 9 10 10 9 8 10 10 10 10 8 9 10 10 10 10 10
left_child=7 15 6 4 -4 18 -3 11 9 -8 -10 22 13 14 27 -2 23 20 -5 -15 21 -7 -1 -16 26 -26 -25 -12 -11 -21
right_child=1 2 3 5 -6 17 8 -9 10 28 12 -13 -14 19 16 -17 -18 -19 -20 29 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-4.6188183390198215e-05 1.9439196038341225e-05 8.7641525837957755e-07 -1.4095855375083464e-06 -7.4665233071733494e-05 -1.7138074457699183e-05 2.3414203215566964e-06 -4.7061327266348077e-05 3.892753865892827e-06 -5.3646353848080253e-07 6.9693013421547482e-06 -1.9974907188112018e-05 -1.0723516956143944e-06 -7.1845203530394348e-05 2.3197337172789941e-05 1.682856877964451e-05 -3.2299289778506029e-06 1.2086730031278915e-05 -1.2848896891136622e-05 -2.8635952384739707e-06 -5.5968152568784284e-05 4.3445607676034572e-06 -2.1786445013161681e-07 1.2843876534313856e-06 4.0003228590636608e-08 -3.3174385742178248e-06 -6.6590059910059736e-06 1.1344433151664388e-05 0.00015764857008584383 2.246962072995333e-05 0.00015780605319011502
leaf_weight=25 191 116 103 30 34 42 27 406 53 67 87 26 35 54 31 31 25 418 83 26 192 150 177 130 28 106 26 39 124 26
leaf_count=25 191 116 103 30 34 42 27 406 53 67 87 26 35 54 31 31 25 418 83 26 192 150 177 130 28 106 26 39 124 26
internal_value=0.000258508 -0.000203063 -0.000461464 -0.00112135 -0.00332432 -0.000755939 0.000237389 0.00188527 -7.15082e-05 0.00136245 -0.000555391 0.000468619 -0.000306189 -8.29014e-05 -0.000563147 0.00209442 6.7227e-05 -0.000383764 -0.00312903 0.00191453 0.000344304 -0.000580311 0.00102463 -0.000236025 -0.000549828 -0.00182069 0.000622755 -0.00216058 0.0023125 0.000150944
internal_weight=2908 2274 2052 1052 137 915 1000 634 884 218 666 228 613 578 472 222 346 802 113 106 384 192 202 321 290 134 156 126 191 52
internal_count=2908 2274 2052 1052 137 915 1000 634 884 218 666 228 613 578 472 222 346 802 113 106 384 192 202 321 290 134 156 126 191 52
cat_boundaries=0 18 47 49 72 74 95 97 99 100 101 102 125
cat_threshold=268566530 268435472 1644175360 0 2 134225984 33554432 805314560 65536 134217776 32800 0 16 268435456 0 0 1073741968 512 1073741840 2048 0 0 0 0 0 0 0 0 0 4 10240 0 0 0 0 0 0 10240 0 0 0 0 0 0 64 0 524288 17007904 32 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 4194304 1 16400 0 8 0 0 0 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 256 84035616 34 1 16436 6 338 74 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520
is_linear=0
shrinkage=0.04


Tree=797
num_leaves=31
num_cat=10
split_feature=7 12 7 8 11 13 2 2 12 9 2 2 2 2 2 18 2 12 5 2 2 2 2 2 2 2 5 2 2 2
split_gain=1.39011 0.78335 0.747428 0.570626 0.603768 0.487644 0.443988 0.550299 0.441625 0.591899 0.524242 0.433097 0.521119 0.401969 0.390153 0.322749 0.377245 0.244053 0.303149 0.277795 0.35655 0.268545 0.268845 0.23014 0.216295 0.29727 0.184175 0.176827 0.163874 0.186394
threshold=0 1 2 3 4 5 37.500000000000007 43.500000000000007 6 7 9.5000000000000018 79.500000000000014 28.500000000000004 94.500000000000014 10.500000000000002 8 25.500000000000004 9 9.0000000000000018 41.500000000000007 18.500000000000004 12.500000000000002 8.5000000000000018 28480.000000000004 39.500000000000007 6.5000000000000009 2.5000000000000004 47.500000000000007 60.500000000000007 51.500000000000007
decision_type=9 9 9 9 9 9 10 10 9 9 10 10 10 10 10 9 8 9 8 10 10 8 10 8 10 10 8 10 10 10
left_child=1 27 23 6 14 24 -3 -8 -4 10 -10 12 -12 17 -5 -7 -17 21 -19 20 -20 22 -11 -2 25 -6 -23 -1 29 -9
right_child=2 3 8 4 5 15 7 28 9 13 11 -13 -14 -15 -16 16 -18 18 19 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0366410324130827e-06 3.0407621343416828e-05 5.4521714002384293e-07 2.4925284792120644e-06 -5.1681223263977871e-05 -8.7484430333017255e-06 -2.8992586988833909e-05 -4.7965065219750222e-07 1.8292282189915977e-08 2.805541043723663e-06 2.906296548370158e-05 -1.7199605649785836e-05 6.4522015599135133e-06 -0.00026174071803876749 -2.5132346847271457e-07 0.00012676740782626127 -3.3823385934764945e-05 -9.5486645196590284e-06 2.0748153587460734e-05 -1.81802379139129e-07 1.297233640498141e-06 -2.5846812126645501e-05 4.1955753845798515e-07 -2.2688256762328466e-06 1.3788996454852792e-05 -1.0842149441785992e-06 6.7023528420530677e-06 6.7965142617705993e-06 -2.9410926209891731e-06 -1.6648571222342163e-07 2.9219962265422999e-06
leaf_weight=66 269 264 573 42 28 38 53 39 97 130 69 36 35 109 61 45 50 28 127 34 43 41 55 78 60 72 209 48 84 35
leaf_count=66 269 264 573 42 28 38 53 39 97 130 69 36 35 109 61 45 50 28 127 34 43 41 55 78 60 72 209 48 84 35
internal_value=0.000476876 -0.000742972 0.00109671 -0.000312925 -0.00141523 -0.00232895 0.000617284 -0.000735849 0.000716343 0.000207031 -0.0015 -0.00312057 -0.00441905 0.000742059 0.00115789 -0.00408333 -0.005625 0.00111976 3.2922e-05 -0.000507317 -0.00116959 0.00165919 0.000537635 0.00275978 -0.000701754 0.00039604 0.0025498 -0.003712 0.00045283 0.00181333
internal_weight=2918 985 1933 871 396 293 475 211 1586 1013 237 140 104 776 103 133 95 667 232 204 170 435 185 347 160 100 250 114 158 74
internal_count=2918 985 1933 871 396 293 475 211 1586 1013 237 140 104 776 103 133 95 667 232 204 170 435 185 347 160 100 250 114 158 74
cat_boundaries=0 18 20 37 60 63 64 65 67 68 70
cat_threshold=268566530 128 1141899264 0 524288 0 131072 131072 33556480 0 8192 384 0 0 0 32 0 384 16909312 2 0 0 33562624 512 34 0 0 4202496 0 8224 32768 0 16 268435456 0 0 1073745936 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 384 0 16777216 16384 1024 524288 10 84102208 0 24624 4 32770 32
is_linear=0
shrinkage=0.04


Tree=798
num_leaves=31
num_cat=12
split_feature=7 8 7 12 12 8 2 2 8 13 12 2 2 12 11 6 4 2 3 1 4 4 1 2 2 2 2 2 2 2
split_gain=1.2082 0.914275 0.710497 1.12845 0.625571 0.764325 0.574655 0.441963 0.419538 0.399847 0.285952 0.274729 0.436384 0.428005 0.728863 0.513482 0.516657 0.39988 0.394604 0.355102 0.316456 0.316161 0.29807 0.270223 0.242757 0.212101 0.200491 0.198732 0.191191 0.193206
threshold=0 1 2 3 4 5 155.00000000000003 131.00000000000003 6 7 8 4.5000000000000009 6.5000000000000009 9 10 11 972430000.00000012 33.500000000000007 2010.5000000000002 3.5000000000000004 62.500000000000007 5157000000.000001 6.5000000000000009 14.500000000000002 403.00000000000006 1.5000000000000002 99.000000000000014 39.500000000000007 10.500000000000002 20.500000000000004
decision_type=9 9 9 9 9 9 10 8 9 9 9 8 8 9 9 9 10 8 10 10 10 8 8 10 8 10 8 10 8 10
left_child=24 10 3 -3 9 -6 8 27 -7 28 -2 25 -13 15 17 16 20 -15 22 -19 23 -17 26 -14 -1 -10 -16 -5 -4 -30
right_child=1 2 4 7 5 6 -8 -9 11 -11 -12 12 13 14 18 21 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=8.5967447904626192e-06 1.1088411538551914e-07 3.0090925933673585e-07 2.4179221462424005e-05 -1.8930680205348705e-05 -3.7165490216388214e-06 4.4889601472160333e-06 3.3412777210163597e-06 -9.4634146755227649e-06 -2.1064349632425459e-06 8.5231786135687608e-06 4.3485743465709121e-06 -7.5359318974488934e-05 2.168353354241317e-06 6.5227217197924245e-07 -6.4756292143519682e-06 -0.00030878743217454136 -6.8988163005098268e-05 -9.20442301563231e-07 -6.9645292973094245e-05 3.1170651220021231e-07 1.0437794173214977e-05 7.798734765435221e-06 -6.9958827512841355e-05 -6.992008042718878e-07 4.3367040141360334e-06 3.8538442457899731e-06 -3.1120801736555868e-05 -3.7518194988422167e-05 -1.5885299052756992e-05 5.0458487077227961e-07
leaf_weight=251 124 137 35 54 125 127 110 40 62 213 219 70 89 67 177 25 39 32 27 95 26 158 31 291 96 123 31 28 28 39
leaf_count=251 124 137 35 54 125 127 110 40 62 213 219 70 89 67 177 25 39 32 27 95 26 158 31 291 96 123 31 28 28 39
internal_value=0.000133333 -0.000164071 -0.000455895 -0.00238518 -0.000196947 -0.000501165 -0.000251414 -0.00505263 -0.00046227 0.00141104 0.00172881 -0.000670605 -0.000904228 -0.000705234 -0.00161359 -1.25194e-05 -0.000745614 0.000273171 -0.00294585 -0.00103125 -0.000334152 0.00171134 -0.00251667 -0.000629921 0.00231285 0.000752688 -0.00195215 -0.00713253 -0.000637168 -0.00194118
internal_weight=2969 2622 2279 259 2020 1705 1580 122 1470 315 343 1343 1158 1088 460 628 445 194 266 127 406 183 239 380 347 185 208 82 102 67
internal_count=2969 2622 2279 259 2020 1705 1580 122 1470 315 343 1343 1158 1088 460 628 445 194 266 127 406 183 239 380 347 185 208 82 102 67
cat_boundaries=0 18 45 63 65 67 86 105 106 107 109 112 113
cat_threshold=2 16 1610612736 532480 524290 64 33554432 8192 0 268435456 0 0 128 0 0 0 1073745936 512 16 0 0 0 2147491840 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 2048 384 0 0 8 0 0 4 131072 0 0 2048 0 0 0 0 33556480 134217728 8224 256 0 0 0 32 0 384 73762 32 32800 2 0 0 0 0 0 0 262144 2147483648 0 0 0 0 8192 0 0 0 0 0 33554432 0 12 0 0 0 0 0 0 0 0 0 131072 0 0 0 4096 0 0 4096 4 1122624 67257410 32 32800 2147483648 524288 396
is_linear=0
shrinkage=0.04


Tree=799
num_leaves=31
num_cat=15
split_feature=8 7 9 12 7 11 2 2 2 7 12 1 2 12 2 11 6 2 6 1 5 2 2 2 16 2 6 2 12 2
split_gain=1.4261 0.68468 0.772875 0.90933 0.626106 0.594256 0.877771 0.565099 0.488506 0.452833 0.456026 0.459668 0.405462 0.405346 0.506743 0.414483 0.311417 0.463411 0.309687 0.245506 0.204864 0.22454 0.197988 0.17703 0.175366 0.161876 0.160662 0.203094 0.181902 0.231032
threshold=0 1 2 3 4 5 57.500000000000007 29.500000000000004 13.500000000000002 6 7 1.5000000000000002 2.5000000000000004 8 4.5000000000000009 9 10 5.5000000000000009 11 3.5000000000000004 2.5000000000000004 29.500000000000004 108.50000000000001 57.500000000000007 12 30.500000000000004 13 11.500000000000002 14 49.500000000000007
decision_type=9 9 9 9 9 9 8 10 8 9 9 10 10 9 8 9 9 10 9 10 8 10 10 10 1 8 9 10 9 10
left_child=1 8 -3 -4 13 7 -7 -5 -1 -6 20 25 -13 -2 -15 18 -14 -18 24 -17 21 -11 -10 -20 -16 -12 28 -28 29 -19
right_child=4 2 3 5 9 6 -8 -9 22 10 11 12 16 14 15 19 17 26 23 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.8730303523285135e-06 6.5321528073462363e-07 3.9757765933194697e-06 7.2548928433548528e-06 -5.0693563963526152e-05 5.824704384458865e-06 7.7131923243261685e-06 -2.5892266987781427e-05 -1.4823821213707355e-07 -1.4887757560877908e-05 1.9433040444433616e-06 -3.7005757631084113e-05 5.2416431940691718e-06 2.1439381413517949e-06 5.8106038938635521e-06 1.1500044009019497e-05 8.0223995314401032e-07 -5.0712059962386163e-05 2.3140104419146743e-06 -5.97019066349934e-06 -2.9727795833713988e-05 2.3648227865703167e-06 -1.3547952372165899e-05 -1.4213047287520011e-05 8.290825854193134e-06 -4.9291513538219415e-08 -1.7719110427920977e-06 0.00015348329708881323 -1.6218102981633986e-05 -5.508261160420035e-08 3.0490874279145137e-07
leaf_weight=29 109 100 106 70 121 47 58 30 55 97 25 68 156 44 54 28 49 67 91 93 893 44 27 25 112 51 34 108 104 59
leaf_count=29 109 100 106 70 121 47 58 30 55 97 25 68 156 44 54 28 49 67 91 93 893 44 27 25 112 51 34 108 104 59
internal_value=0.000316751 -0.00156098 -0.000748815 -0.00172671 0.000723701 -0.00324074 -0.000862069 -0.00540541 -0.00422951 0.0010726 0.000894677 0.000114754 0.000464396 -0.000451499 -0.000986899 -0.00145545 0.000117647 -0.000453704 -0.000518771 -0.00330303 0.00143158 2.81692e-05 -0.00616867 -0.00201575 0.000587571 -0.00280519 2.14479e-05 -0.000993464 0.000663901 0.00163504
internal_weight=2954 522 411 311 2432 205 105 100 111 1876 1755 721 645 556 447 403 577 421 282 121 1034 141 82 116 166 76 372 142 230 126
internal_count=2954 522 411 311 2432 205 105 100 111 1876 1755 721 645 556 447 403 577 421 282 121 1034 141 82 116 166 76 372 142 230 126
cat_boundaries=0 29 47 49 51 66 67 80 81 82 84 85 86 87 88 90
cat_threshold=0 12 4 134217728 65536 1 0 0 1 0 0 0 8256 0 268435456 4096 0 0 4096 0 2147483904 0 0 8 0 32768 64 0 524288 0 0 0 0 0 0 0 0 33622016 0 32 0 0 0 0 0 4096 128 0 20608 17828128 32 16384 128 1310720 2621444 524288 134225920 131072 536870912 33554432 8208 40960 256 16 0 67108864 4 1 1 536879104 0 0 64 33554432 268443648 0 0 0 0 268435456 17900642 1075200 36 2147484672 384 28 2 72 49152 32
is_linear=0
shrinkage=0.04


Tree=800
num_leaves=31
num_cat=13
split_feature=7 8 7 17 1 11 0 1 11 0 6 1 8 6 1 17 0 0 13 0 0 1 0 11 0 0 6 3 5 3
split_gain=1.16369 0.667094 0.642221 0.60881 0.578411 0.295916 0.272514 0.373673 0.199635 0.212374 0.471883 1.70467 0.403799 0.463589 0.463486 0.241101 0.185856 0.180281 0.170437 0.266861 0.17326 0.163287 0.158494 0.171073 0.143512 0.200052 0.11736 0.5121 0.178743 0.113926
threshold=0 1 2 3 4.5000000000000009 4 42.710000000000008 4.5000000000000009 5 38.57500000000001 6 5.5000000000000009 7 8 5.5000000000000009 9 30.500000000000004 44.07500000000001 10 42.710000000000008 24.500000000000004 3.5000000000000004 14.500000000000002 11 21.500000000000004 35.250000000000007 12 2010.5000000000002 9.0000000000000018 2005.5000000000002
decision_type=9 9 9 9 10 9 10 10 9 8 9 10 9 9 8 9 10 10 9 10 10 10 10 9 10 10 9 10 8 10
left_child=3 4 21 6 -2 -6 7 -1 -4 10 22 -12 -11 14 17 -15 -7 26 20 -20 -5 -3 -10 -24 -25 -26 28 -28 -14 -30
right_child=1 2 8 18 5 16 -8 -9 9 12 11 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-4.0322207169388758e-05 -2.4435266237369528e-05 9.4915113273222086e-06 2.1407065485465155e-06 -2.1100492113703851e-06 -2.8176340859975209e-07 1.649786508841159e-06 -2.9811997771347236e-07 -3.5243101262611829e-05 2.7340842127214918e-06 0.00013580403490082033 3.0812342864929278e-06 -0.00025298766747570761 -7.5453004953368601e-06 1.1392077479048689e-06 1.6050703480951779e-05 4.1483229093172441e-05 1.3231046379578633e-07 3.2180486146702249e-06 6.9619979335830372e-07 -2.2287024264671034e-05 -9.4352932715429703e-07 3.4055765686630419e-06 -9.705609439741456e-08 1.1279459257842662e-06 -9.4351276035503359e-06 0.0018347931309612962 -1.5380433843636579e-05 -6.788897873663728e-05 -4.0318996708338789e-07 2.6674364950705797e-05
leaf_weight=42 32 74 118 62 134 62 26 39 92 109 98 35 27 158 91 281 97 107 142 28 76 230 265 53 34 60 111 25 163 53
leaf_count=42 32 74 118 62 134 62 26 39 92 109 98 35 27 158 91 281 97 107 142 28 76 230 265 53 34 60 111 25 163 53
internal_value=0.000579829 0.000903175 0.00115535 -0.0013615 -0.000773809 -0.000231292 -0.00383051 -0.00531707 0.000867266 0.000749013 0.000169279 -0.00186111 0.00108348 0.000802337 4.76192e-05 0.00176889 0.000917647 -0.000443532 -0.000401254 0.000441989 -0.00139597 0.00284444 0.000730097 0.00040678 0.00144304 0.000589474 -0.000852631 -0.0017415 -0.000267716 0.000110599
internal_weight=2924 2509 2184 415 325 293 107 81 1880 1762 637 133 1125 1016 577 439 159 486 308 170 138 304 504 412 147 94 379 136 243 216
internal_count=2924 2509 2184 415 325 293 107 81 1880 1762 637 133 1125 1016 577 439 159 486 308 170 138 304 504 412 147 94 379 136 243 216
cat_boundaries=0 18 48 65 66 67 70 71 98 99 100 101 102 103
cat_threshold=147456 0 68419584 2099204 524320 0 0 0 33554432 0 32 128 0 0 0 32 0 256 0 4 0 134217728 0 0 0 2147483648 0 0 0 2048 2048 0 0 0 0 0 33554432 0 256 0 4194304 8 0 1073741824 0 0 524288 4096 1 16 1107304448 0 0 8192 0 8192 65536 0 0 0 0 0 67108864 0 1073745936 50 4 67158016 0 1 14 268435456 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 128 0 0 0 0 0 68 150 12 2 32 130
is_linear=0
shrinkage=0.04


Tree=801
num_leaves=31
num_cat=14
split_feature=7 7 5 12 9 12 7 11 12 6 12 0 7 0 0 0 0 0 4 0 0 0 0 7 0 0 9 4 0 12
split_gain=1.13503 0.552359 0.87496 0.864331 0.617847 0.448989 0.558985 0.393164 0.35971 0.309958 0.553736 0.389633 0.290488 0.278325 0.254177 0.244277 0.242802 0.23368 0.211475 0.293428 0.412102 0.399881 0.21 0.264436 0.207835 0.198894 0.204592 0.439711 0.33425 0.191524
threshold=0 1 2.5000000000000004 2 3 4 5 6 7 8 9 36.400000000000006 10 32.500000000000007 48.175000000000004 9.5000000000000018 47.750000000000007 14.500000000000002 6050.0000000000009 40.250000000000007 24.500000000000004 44.07500000000001 26.500000000000004 11 38.57500000000001 42.960000000000008 12 1950.0000000000002 36.400000000000006 13
decision_type=9 9 8 9 9 9 9 9 9 9 9 10 9 10 8 10 10 10 8 10 10 10 10 9 10 10 9 10 10 9
left_child=8 2 -2 -4 -3 6 17 12 24 10 11 -9 -7 -5 18 -8 -17 -6 -11 20 -20 -21 -10 -24 -1 26 28 -28 -12 -22
right_child=1 4 3 13 5 7 15 9 22 14 25 -13 -14 -15 -16 16 -18 -19 19 21 29 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.9870826270273832e-07 -5.4460866137982988e-05 -3.7059358375373111e-05 1.2115390086289359e-05 -1.7410760766471085e-05 1.1005920666038385e-06 -1.5116586208310751e-07 -5.4126426363030461e-07 3.6733443916184139e-06 2.3551231958532906e-07 -9.8247510921703826e-05 0.00039896861359611563 -7.7123035041471122e-05 1.9868652659686835e-06 -1.3264518046400508e-05 7.247645759189042e-06 3.7674915162950322e-06 -1.3529945363589215e-05 -3.092913238851728e-07 -3.2857230310928734e-07 -4.4935172912649418e-05 3.6573568351414702e-05 3.8146266092254227e-06 2.3045105509224096e-06 1.2530791832982338e-05 2.0224647555881736e-06 9.0084698896624574e-06 -3.0541029499190272e-05 3.2088371343136818e-05 -8.493667923410054e-07 3.0923740861914774e-07
leaf_weight=52 38 165 101 40 27 114 26 29 114 33 30 79 175 95 26 535 38 151 47 34 145 45 100 271 60 42 83 25 98 120
leaf_count=52 38 165 101 40 27 114 26 29 114 33 30 79 175 95 26 535 38 151 47 34 145 45 100 271 60 42 83 25 98 120
internal_value=0.00028309 -0.000117347 -0.00176842 -0.000911392 0.000109721 0.000317826 0.00105076 -0.000193662 0.00182237 -0.000632822 -0.00145088 -0.00376471 0.00105333 -0.00287671 8.6768e-05 0.00163279 0.00183275 -0.000888889 -0.000150588 0.000112245 0.000664537 -0.00205 0.00229839 0.00280645 -0.000260162 -0.000442906 -0.000911392 -0.00208403 0.000230216 0.0012782
internal_weight=2938 2341 274 236 2067 1902 777 1125 597 836 386 108 289 135 450 599 573 178 424 391 312 79 485 371 112 278 236 108 128 265
internal_count=2938 2341 274 236 2067 1902 777 1125 597 836 386 108 289 135 450 599 573 178 424 391 312 79 485 371 112 278 236 108 128 265
cat_boundaries=0 17 35 36 38 40 57 60 62 63 64 72 89 91 92
cat_threshold=1 17 1610620928 524804 2 134219840 0 536879104 65536 134217760 0 0 0 268435456 0 0 1073741968 147456 0 0 2048 589824 0 0 0 33556480 0 0 384 0 0 0 0 0 128 1056802 0 8224 167200 32 0 0 67108864 0 0 0 131072 0 0 0 0 0 0 0 0 0 4096 16416 512 524288 67109120 34 262 84959232 0 0 0 0 0 0 0 131072 0 1 536870912 0 0 0 0 536870912 0 134217728 0 0 0 268435456 0 0 128 0 2180 17842178
is_linear=0
shrinkage=0.04


Tree=802
num_leaves=31
num_cat=9
split_feature=8 8 12 10 3 2 4 2 12 9 2 3 1 1 5 3 12 2 2 6 11 3 4 2 2 2 2 2 2 2
split_gain=1.09228 0.638305 0.679809 0.562623 0.827053 0.680503 0.555422 0.474528 0.402679 0.393816 0.352175 0.333281 0.322559 0.283799 0.28214 0.273852 0.265572 0.322913 0.529773 0.290193 0.478827 0.394833 0.31093 0.383657 0.371824 0.244764 0.283711 0.224584 0.219606 0.357291
threshold=0 1 2 3 2004.5000000000002 37.500000000000007 15.000000000000002 224.50000000000003 4 5 1.0000000180025095e-35 2010.5000000000002 1.5000000000000002 3.5000000000000004 3.5000000000000004 2008.5000000000002 6 81.500000000000014 32.500000000000007 7 8 2006.5000000000002 481.00000000000006 129.50000000000003 35.500000000000007 14.500000000000002 4.5000000000000009 3550.0000000000005 64.500000000000014 46.500000000000007
decision_type=9 9 9 9 10 8 10 10 9 9 10 10 10 10 8 8 9 10 10 9 9 8 10 10 8 10 10 8 10 8
left_child=8 2 7 4 5 6 -3 11 12 10 -5 13 -1 -2 -4 -12 17 18 -11 20 -18 -21 23 24 25 26 -23 -16 29 -14
right_child=1 3 14 9 -6 -7 -8 -9 -10 16 15 -13 28 -15 27 -17 19 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5756662460872209e-05 -6.8979250501184931e-05 -0.00029279267409495829 -8.9504191311312962e-07 -5.8802304392676853e-05 0.0014297948401545413 1.3373200649800669e-06 -2.554065136688257e-05 -7.3087023686859088e-06 8.1364547485090275e-06 -1.5791423025753075e-06 -8.5464486568484334e-07 -3.4717507383099538e-05 1.7375777159224079e-06 -8.9597294322058567e-07 5.8480507945252985e-06 7.5052052436195523e-06 1.2889029887302122e-07 2.7622515181140516e-06 -9.7667242272226057e-07 2.4223476393339004e-05 4.4095434659884691e-06 -3.0536674837136266e-05 2.4828452649748894e-05 -1.84266120103221e-05 1.4259161585596979e-05 -7.5814407621915215e-05 3.1655626792936375e-05 -2.0294034522633869e-05 9.6822087381386715e-06 -3.0304085513502731e-06
leaf_weight=26 54 52 36 39 30 59 30 41 292 129 74 27 171 199 112 300 572 29 45 54 177 43 41 27 63 70 63 37 36 25
leaf_count=26 54 52 36 39 30 59 30 41 292 129 74 27 171 199 112 300 572 29 45 54 177 43 41 27 63 70 63 37 36 25
internal_value=0.000193636 -0.000177299 -0.0014236 0.000161426 -0.00195604 -0.00335211 -0.00568675 -0.00251807 0.00178253 0.000382268 0.0014434 -0.00199288 0.000565056 -0.00152756 0.000510204 0.001856 3.92751e-05 -0.00125234 -0.00196571 0.00028546 0.000731579 -0.000634408 -0.00120779 -0.00170786 -0.00118333 -0.00212429 -0.000897196 0.00130667 0.00106438 0.000527919
internal_weight=2953 2403 506 1897 171 141 82 321 550 1726 413 280 258 253 185 374 1313 203 174 1110 749 361 307 266 239 176 106 149 232 196
internal_count=2953 2403 506 1897 171 141 82 321 550 1726 413 280 258 253 185 374 1313 203 174 1110 749 361 307 266 239 176 106 149 232 196
cat_boundaries=0 26 56 58 59 61 63 65 66 67
cat_threshold=1073741840 0 0 0 2147491840 0 0 0 1 0 0 4 10240 512 0 0 0 0 4096 10240 128 0 0 0 0 16384 268435456 4 0 134217728 0 0 262144 2147483648 0 0 0 0 64 0 0 4096 0 0 33554432 0 2147483648 0 4194304 8 0 32768 64 0 524288 4096 67232770 32 17 1163328 32 1073741824 24612 68288544 2 78 32804
is_linear=0
shrinkage=0.04


Tree=803
num_leaves=31
num_cat=10
split_feature=7 8 8 12 2 12 2 9 11 2 0 4 1 12 9 0 2 0 2 2 2 2 9 0 0 2 2 0 2 4
split_gain=1.20927 0.925607 0.688918 0.540909 0.651362 0.529503 0.442662 0.414133 0.587414 0.438853 0.405396 0.395667 0.463356 0.369567 0.493496 0.32315 0.504981 0.409926 0.308281 0.829914 0.402213 0.503909 0.354744 0.297688 0.732425 0.273701 0.254075 0.258355 0.238563 0.225369
threshold=0 1 2 3 44.500000000000007 4 19.500000000000004 5 6 1.0000000180025095e-35 33.175000000000004 1009900000.0000001 6.5000000000000009 7 8 35.850000000000009 24.500000000000004 9.5000000000000018 51.500000000000007 23.500000000000004 16.500000000000004 14.500000000000002 9 42.710000000000008 45.425000000000004 7.5000000000000009 75.500000000000014 18.500000000000004 301.00000000000006 7049.5000000000009
decision_type=9 9 9 9 10 9 8 9 9 10 10 10 8 9 9 10 10 10 8 10 10 10 9 10 10 10 10 10 8 8
left_child=13 23 3 10 6 7 -5 8 -4 -10 -3 12 18 14 28 17 -17 -11 19 20 21 22 25 -2 -25 -7 27 -19 -1 -24
right_child=1 2 5 4 -6 11 -8 -9 9 15 -12 -13 -14 -15 -16 16 -18 26 -20 -21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=3.0396076396940125e-07 9.2774195876148946e-06 1.6525057741832867e-06 1.6224218303118527e-06 -5.0692729234601515e-06 -5.4291712285588698e-05 -9.2288426054292912e-07 4.7387877777437232e-06 8.171362233097601e-06 0.00013753472191300778 -8.4124778881772065e-07 -4.3624096590209407e-06 0.0032202696123267509 -7.4327450240948564e-05 3.2469089948334114e-06 2.8334532082884924e-05 -8.2605261757380121e-05 -3.5390481566077412e-06 -2.8941728948374889e-08 9.0193158605815761e-07 -4.128632348459649e-06 4.0247391726502858e-06 -1.4119538202055718e-05 0.00064134332453342341 -0.00026438924243754234 1.3560160544715472e-05 -9.9119253679279247e-06 -1.0152657699928114e-07 9.8009473057944843e-06 -1.2390566846662926e-05 3.392462049822948e-06
leaf_weight=173 181 67 250 43 44 98 37 194 25 36 64 26 38 344 156 40 30 108 214 191 107 38 30 25 28 72 55 47 44 144
leaf_count=173 181 67 250 43 44 98 37 194 25 36 64 26 38 344 156 40 30 108 214 191 107 38 30 25 28 72 55 47 44 144
internal_value=0.000161356 -0.000299599 -0.000581384 -0.0024812 -0.00432593 -0.000289624 -0.00246914 0.000477387 -5.98005e-05 -0.001125 -0.000535211 -0.000916409 -0.00106324 0.00157692 0.00065625 -0.00156467 -0.00394366 -0.000874494 -0.000875977 -0.00129222 -0.000416326 -0.0010235 -0.000533333 0.00202449 -0.000518518 -0.00176796 -0.000189573 0.000641026 -0.000578947 0.000735135
internal_weight=2949 2232 1998 255 124 1743 80 785 591 341 131 958 932 717 373 316 70 246 894 680 489 382 344 234 53 170 210 155 217 174
internal_count=2949 2232 1998 255 124 1743 80 785 591 341 131 958 932 717 373 316 70 246 894 680 489 382 344 234 53 170 210 155 217 174
cat_boundaries=0 18 44 73 75 77 79 81 83 85 87
cat_threshold=1 268435473 1611669504 0 34 134217728 33554432 541073408 65536 134225952 32768 128 16 268435456 67108864 0 1073745936 256 1073741840 0 0 0 2147483648 0 0 0 0 0 0 2052 2048 512 0 0 0 0 0 2048 0 0 0 0 0 16384 268435456 0 4 0 0 0 0 0 0 0 0 0 64 0 0 4096 0 0 33554432 0 2147483776 0 4194304 8 0 0 0 0 524288 1057120 32 67314976 32 1 6288 16388 1024 133218 34 0 18436 0 18432
is_linear=0
shrinkage=0.04


Tree=804
num_leaves=31
num_cat=9
split_feature=7 8 9 2 7 2 2 1 1 2 2 2 0 2 9 4 8 4 0 9 2 6 2 2 0 0 2 2 2 7
split_gain=1.10685 0.920739 0.808749 1.34939 0.648414 0.672135 0.554172 0.544129 0.42965 0.377303 0.293554 0.271932 0.49413 0.271328 0.473762 0.344147 0.428651 0.356514 0.339017 0.245417 0.475374 0.347346 0.234455 0.281203 0.243491 0.222163 0.613071 0.241496 0.226688 0.205051
threshold=0 1 2 14.500000000000002 3 10.500000000000002 78.500000000000014 5.5000000000000009 5.5000000000000009 725.00000000000011 59.500000000000007 114.50000000000001 30.500000000000004 7.5000000000000009 4 199.50000000000003 5 5965.0000000000009 40.250000000000007 6 45.500000000000007 7 19.500000000000004 28.500000000000004 16.750000000000004 37.250000000000007 32.500000000000007 50.500000000000007 114.50000000000001 8
decision_type=9 9 9 10 9 8 10 8 10 10 8 10 10 10 9 8 9 8 10 9 10 9 8 10 10 10 10 10 10 9
left_child=29 10 3 -3 5 -4 -5 9 22 13 -2 12 -12 14 -6 -15 18 -18 -17 20 -19 -21 -7 -24 -25 26 -23 -27 -29 -1
right_child=1 2 4 6 7 8 -8 -9 -10 -11 11 -13 -14 15 -16 16 17 19 -20 21 -22 25 23 24 -26 27 -28 28 -30 -31
leaf_value=1.9411790963086739e-05 1.8558396430279345e-06 -3.7148489684468113e-06 -5.8948471267863565e-05 -0.00012285597082884166 -2.1145724942602483e-06 2.8435472606967302e-06 -3.19839412068952e-05 1.9322544199445472e-06 -1.0221158192976147e-05 -4.6545734173025843e-05 1.183854650404479e-06 1.8293395628576962e-06 -1.6506456501097002e-05 -6.6760474094158128e-05 1.1955938621373205e-05 -7.589534506322293e-06 7.3908882863588996e-05 -6.7799672847880759e-06 1.0835198318122999e-05 9.6237090302422563e-06 0.00095092203548782762 1.0956863866798224e-06 -1.1260235646361093e-05 -8.8181340855161065e-08 1.6004657458093699e-05 -2.1117240002852568e-05 -3.1103487047010915e-07 0.00010943298995058648 -1.4028053501550722e-05 4.0065641370852578e-06
leaf_weight=107 367 76 55 29 162 33 25 368 29 26 33 68 34 26 127 76 33 97 26 146 38 112 41 30 56 160 167 35 26 336
leaf_count=107 367 76 55 29 162 33 25 368 29 26 33 68 34 26 127 76 33 97 26 146 38 112 41 30 56 160 167 35 26 336
internal_value=0.000236333 -9.39489e-05 -0.000479602 -0.00340426 -0.000257447 -0.00213333 -0.00843636 3.6675e-05 -0.00107368 -0.0003593 0.0014191 -0.000147059 -0.00194118 -0.000256493 0.000813793 -0.000585366 -0.000453653 -0.00012606 -0.00276106 -0.00030179 -0.00178082 3.65298e-05 -0.000248447 -0.00103125 0.000275862 -0.000469667 0.000271429 -0.00142342 0.000709678 0.00205286
internal_weight=2944 2501 1999 130 1869 244 54 1625 189 1257 502 135 67 1231 289 942 916 814 102 781 135 646 160 127 86 500 279 221 61 443
internal_count=2944 2501 1999 130 1869 244 54 1625 189 1257 502 135 67 1231 289 942 916 814 102 781 135 646 160 127 86 500 279 221 61 443
cat_boundaries=0 17 44 46 62 64 88 90 91 104
cat_threshold=268435457 17 1610612736 262144 2 134219776 33554432 805314560 0 134225920 0 0 16 268435456 0 0 1073745936 16 2052 0 0 2147483648 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 2048 384 0 4194304 0 0 268451840 68 0 8208 131074 0 67108864 4 0 0 0 0 33554432 32 0 384 0 0 0 32 0 2080 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 8 1 4256 384 0 0 1610612736 262144 0 2048 33554432 8192 0 134217728 0 0 16
is_linear=0
shrinkage=0.04


Tree=805
num_leaves=31
num_cat=13
split_feature=8 7 12 12 9 0 1 1 12 6 4 0 12 4 3 12 0 0 1 8 3 0 1 8 12 1 0 0 0 9
split_gain=1.12711 0.859539 0.806097 0.644765 0.637798 0.452009 0.451055 0.415485 0.340411 0.475774 0.413816 0.308044 0.284947 0.275097 0.20799 0.204785 0.345699 0.265344 0.190732 0.272961 0.181917 0.152934 0.149849 0.149763 0.218566 0.430339 0.143115 0.141894 0.137882 0.129022
threshold=0 1 2 3 4 42.710000000000008 5.5000000000000009 4.5000000000000009 5 6 1317685000.0000002 35.850000000000009 7 2560040000.0000005 2007.5000000000002 8 33.175000000000004 32.500000000000007 5.5000000000000009 9 1998.5000000000002 43.675000000000004 4.5000000000000009 10 11 5.5000000000000009 22.750000000000004 44.07500000000001 46.250000000000007 12
decision_type=9 9 9 9 9 10 10 10 9 9 10 10 9 8 10 9 10 10 10 9 10 8 10 9 9 8 10 10 10 9
left_child=2 3 11 14 6 12 13 -4 18 -10 23 -1 26 -3 20 17 -17 -9 19 -6 29 -21 -15 -11 25 -25 -5 -24 -23 -2
right_child=1 4 7 5 8 -7 -8 15 9 10 -12 -13 -14 22 -16 16 -18 -19 -20 21 -22 28 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.4503429534376562e-07 3.3825987889748138e-07 7.003859971177e-05 -1.5785861097076522e-05 7.7243132007501907e-08 1.8599714307567753e-07 4.6464144489220279e-05 1.1305996440496466e-05 -2.7694812613264008e-06 -1.5854907079157972e-05 6.6844968529267138e-08 -1.2859712093482658e-05 2.572123245119559e-06 -1.4588878692191355e-05 -6.7353692504880516e-08 -1.7712305512560944e-05 2.1108755379558242e-06 -5.8140758330078815e-06 -6.430914868219699e-06 7.2014316478946467e-06 9.2362401259297291e-06 2.5177917665419191e-05 -0.00014487007421262518 -0.0001510710251434567 -2.244622504453127e-06 1.0071061918582619e-05 0.0036102024596021522 -2.7301899143586483e-06 -1.5321411972146895e-05 1.8038854767730754e-06 -3.3487598031112073e-07
leaf_weight=39 181 34 26 70 151 28 26 27 147 195 25 87 117 46 37 47 55 80 122 469 26 37 98 79 376 32 53 27 26 121
leaf_count=39 181 34 26 70 151 28 26 27 147 195 25 87 117 46 37 47 55 80 122 469 26 37 98 79 376 32 53 27 26 121
internal_value=0.000241248 0.000541437 -0.0018172 -0.000726708 0.000967912 -0.00217921 -0.000975206 -0.00317073 0.00124311 0.000665896 0.00109749 0.000759124 -0.00282158 -0.00165049 0.000372341 -0.00268571 -0.00099115 -0.00383051 0.00183824 0.00159649 0.000705167 0.00200368 -0.00230233 0.00130015 0.00166265 3.2787e-05 -0.00110448 -0.00301587 0.0001875 0.000422442
internal_weight=2884 2523 361 633 1890 268 231 235 1659 854 707 126 240 205 365 209 102 107 805 683 328 532 171 682 487 111 123 125 63 302
internal_count=2884 2523 361 633 1890 268 231 235 1659 854 707 126 240 205 365 209 102 107 805 683 328 532 171 682 487 111 123 125 63 302
cat_boundaries=0 29 45 46 48 50 51 52 53 54 77 100 102 104
cat_threshold=2415919104 4 0 134217728 0 1 0 0 1 0 0 133120 0 0 268435456 0 0 0 33554432 0 256 0 4194304 8 0 0 0 0 524288 268582915 1 1141899264 2099204 589856 0 131072 268435456 33554432 0 32 128 0 0 0 32 16820288 85066050 32 257 8224 197922 18 76800 1246210 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 16777216 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 16777216 32 0 2048
is_linear=0
shrinkage=0.04


Tree=806
num_leaves=31
num_cat=11
split_feature=7 7 4 0 0 11 12 1 7 4 12 6 17 4 1 6 4 2 6 0 2 13 2 2 0 2 1 2 2 0
split_gain=1.40952 1.01866 0.596249 0.524797 0.448293 0.394568 0.718203 0.500234 0.419359 0.345283 0.304506 0.406193 0.496439 0.574534 0.395851 0.349888 0.444086 0.294488 0.282245 0.290773 0.271227 0.257745 0.455035 0.244746 0.325364 0.226435 0.225518 0.374305 0.334984 0.628697
threshold=0 1 18214475000.000004 42.710000000000008 24.500000000000004 2 3 4.5000000000000009 4 1009900000.0000001 5 6 7 4683340000.000001 5.5000000000000009 8 45.000000000000007 18.500000000000004 9 43.175000000000004 12.500000000000002 10 49.500000000000007 3.5000000000000004 38.57500000000001 14.500000000000002 5.5000000000000009 32.500000000000007 111.00000000000001 18.500000000000004
decision_type=9 9 8 10 10 9 9 8 9 10 9 9 9 8 8 9 10 8 9 8 10 9 10 8 10 8 10 10 8 10
left_child=-1 2 -2 4 -4 6 23 -7 -8 26 11 -9 13 -13 20 -14 21 -6 -12 25 -15 22 -17 -3 -25 -20 28 -28 29 -10
right_child=1 5 3 -5 17 7 8 10 9 -11 18 12 15 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.3336801399495158e-05 -6.6390977169367211e-05 -1.4277527963211203e-06 -3.3549128701032137e-06 -1.6206343329792924e-05 -1.4930173807035161e-05 -1.2111864733724484e-05 7.5019629493114304e-07 -5.2822905942256167e-05 -2.7256723878149097e-07 0.0018584904244460874 2.2905267904761396e-06 1.2165298913271554e-05 1.0224035496209774e-05 -7.1622362143107977e-06 -0.00013447387251483249 1.2947406961607215e-07 -0.00018776534905749634 5.5489259906072921e-06 0.00052999418279447801 5.4116322716377664e-05 2.0362657048285215e-06 2.3985750521785892e-06 -3.974394576355903e-05 7.5960075545563658e-07 -4.8804967143097352e-06 -2.0008918042570361e-05 -1.4783795004465465e-06 6.516567222029462e-07 6.6872515736028476e-06 -1.2251002146831105e-05
leaf_weight=430 39 34 37 25 47 56 102 129 147 25 467 55 252 62 36 94 28 67 48 25 70 167 25 166 35 95 29 49 42 65
leaf_count=430 39 34 37 25 47 56 102 129 147 25 467 55 252 62 36 94 28 67 48 25 70 167 25 166 35 95 29 49 42 65
internal_value=0.000363513 -3.16316e-06 -0.00256637 -0.00167232 -0.000763158 0.000247191 -0.000544681 0.000590124 -0.00145532 -0.00209783 0.000728443 0.000249731 0.000595 -0.000974359 -0.00217751 0.0012201 0.000295385 0.000486957 0.00139319 -4.46926e-05 -0.00114286 0.000780488 -0.000646154 0.00121951 0.00180198 -0.00075 -0.0024985 -0.000607595 -0.00307451 -0.00371831
internal_weight=2948 2518 215 176 151 2303 694 1609 459 357 1553 918 789 223 168 566 314 114 635 168 132 286 119 235 201 143 332 78 254 212
internal_count=2948 2518 215 176 151 2303 694 1609 459 357 1553 918 789 223 168 566 314 114 635 168 132 286 119 235 201 143 332 78 254 212
cat_boundaries=0 17 35 38 39 51 53 54 55 56 57 58
cat_threshold=1 33 537927680 524288 2 134217728 0 8192 2048 536870912 0 0 268435456 268435456 67108864 0 4240 147456 0 1073741824 2107392 524288 0 0 268435456 33554432 0 8224 0 0 0 0 32 0 256 32 2148073504 524289 16859232 0 0 0 0 0 64 131072 0 0 0 0 128 84002818 2 4 41 448 270 2
is_linear=0
shrinkage=0.04


Tree=807
num_leaves=31
num_cat=10
split_feature=8 7 12 8 2 11 12 17 17 1 0 6 2 4 2 2 3 2 3 3 2 1 12 2 2 2 2 2 3 2
split_gain=1.39059 0.986702 0.840677 0.767199 0.74619 0.613259 0.536505 0.589902 0.532518 0.503572 0.479943 0.477925 0.538629 0.46958 0.616934 0.459316 0.698642 0.381411 0.649459 0.638377 0.609419 0.512339 0.577981 0.359868 0.643011 0.323828 0.29214 0.360482 0.286989 0.277026
threshold=0 1 2 3 13.500000000000002 4 5 6 7 5.5000000000000009 42.960000000000008 8 6.5000000000000009 31889.500000000004 16.500000000000004 50.500000000000007 1975.5000000000002 70.500000000000014 1996.5000000000002 2004.5000000000002 9.5000000000000018 2.5000000000000004 9 32.500000000000007 65.500000000000014 70.500000000000014 26.500000000000004 37.500000000000007 2013.5000000000002 47.500000000000007
decision_type=9 9 9 9 10 9 9 9 9 8 10 9 8 8 10 10 10 10 10 10 8 10 9 10 10 10 8 10 10 10
left_child=2 28 8 10 -4 -5 23 13 25 -6 -3 17 -13 -8 -15 -14 -17 19 -19 20 -9 -22 26 -7 29 -1 -23 -28 -2 -25
right_child=1 3 4 5 9 6 7 11 -10 -11 -12 12 15 14 -16 16 -18 18 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.8027873174976775e-07 5.508689415192028e-06 1.1804029981804685e-05 -1.3069717043828677e-05 2.6544390504404973e-06 -4.2224872718363374e-06 2.8817556143948849e-06 1.1731226803173935e-05 5.9374504399023847e-06 4.1792029151104576e-06 -0.00011936722854163018 -3.4038176220811548e-06 -7.4189962191690206e-05 1.1415428752734453e-06 -4.3066126494703124e-05 2.3792586066281648e-05 -0.00010829208518872169 1.8333650893752879e-05 1.522307144327347e-06 -5.6715012585291228e-06 7.4354242848094349e-05 -4.4651199017662989e-05 -2.1662112041944412e-06 1.9016072104623902e-07 -3.0130440126948116e-07 1.1617993291294256e-06 -2.1051386240301009e-05 8.0398507080363733e-07 -4.5839722349804845e-07 -1.4346148895089674e-06 -5.4704862760803218e-06
leaf_weight=85 283 179 85 111 88 390 31 120 129 26 34 74 241 98 41 39 28 133 25 67 51 34 182 72 127 27 31 49 32 49
leaf_count=85 283 179 85 111 88 390 31 120 129 26 34 74 241 98 41 39 28 133 25 67 51 34 182 72 127 27 31 49 32 49
internal_value=9.58813e-05 0.000459716 -0.00195122 0.000155165 -0.00382857 -9.38122e-05 -0.00027047 -0.000752191 -0.000301587 -0.00612174 0.002375 -0.000390783 -0.00150636 -0.00287293 -0.00402857 -0.000802589 -0.00370588 0.000238976 0.00196226 -0.000269159 -0.000794872 -0.00164368 -0.000996633 0.00066564 -0.000514056 -0.00221138 -0.003072 -0.00197531 0.00251534 -0.00259016
internal_weight=2961 2521 440 2206 199 1993 1882 1244 241 114 213 1074 382 170 139 308 67 692 158 534 467 347 296 638 248 112 114 80 315 121
internal_count=2961 2521 440 2206 199 1993 1882 1244 241 114 213 1074 382 170 139 308 67 692 158 534 467 347 296 638 248 112 114 80 315 121
cat_boundaries=0 30 47 48 68 70 71 72 73 74 76
cat_threshold=0 4 0 0 0 0 262144 0 0 0 0 2048 0 0 0 4096 0 0 33554432 0 128 0 0 8 0 0 0 0 524288 4096 0 145 1056768 4 0 0 0 8192 0 48 32768 0 0 268435456 0 0 1073741840 17852738 16 0 0 0 2147483648 0 0 0 1 32768 0 4 2112 0 0 0 0 0 0 10240 2147500032 2148532224 83962912 8 11 456 1179904 32
is_linear=0
shrinkage=0.04


Tree=808
num_leaves=31
num_cat=9
split_feature=7 8 12 11 4 12 7 4 2 4 2 4 2 2 2 2 2 16 2 1 2 16 2 2 2 2 4 2 6 4
split_gain=1.34039 0.811222 0.834861 0.647134 0.701043 0.565312 0.55093 0.502221 0.478096 0.400462 0.354612 0.312138 0.43668 0.317246 0.727193 0.302335 0.298931 0.284437 0.274656 0.217869 0.211276 0.199289 0.175837 0.174855 0.169905 0.167667 0.327452 0.181262 0.150758 0.338766
threshold=0 1 2 3 6670500000.000001 4 5 20282.500000000004 21.500000000000004 16000.000000000002 29.500000000000004 49000.000000000007 2930.0000000000005 81.500000000000014 59.500000000000007 42.500000000000007 25.500000000000004 6 38.500000000000007 3.5000000000000004 49.500000000000007 7 13.500000000000002 20.500000000000004 18.500000000000004 94.500000000000014 2867949500.0000005 194.50000000000003 8 22.000000000000004
decision_type=9 9 9 9 8 9 9 8 10 10 10 10 8 10 10 10 10 1 8 8 10 1 8 10 10 10 8 10 9 10
left_child=-1 2 17 4 -3 8 20 -4 9 24 16 12 13 14 15 28 -10 18 -2 -12 23 22 -9 -7 -5 -21 -27 -28 29 -8
right_child=1 3 7 5 -6 6 11 21 10 -11 19 -13 -14 -15 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.180091246235596e-05 2.2486466479274585e-05 -0.0001050934520085972 -6.3673155121230624e-05 4.4612957260785436e-06 -2.532919340285546e-06 -8.9210410223226517e-07 8.1110850140024168e-06 1.1720159368579221e-06 -9.9042102153037899e-07 -5.2820417982948491e-05 -4.2474104718649782e-07 3.5698341347156774e-05 -0.0002193969819967379 3.1232274085724083e-06 -3.4960611323355169e-06 1.0066369884890562e-05 -5.837496993104437e-05 3.7384513016004741e-06 -7.1436964346289616e-05 1.0116004977381869e-06 -2.3139791442861967e-06 -2.2121045305738586e-05 -3.1553605763123405e-06 1.5501419239907451e-07 9.2270410445286122e-06 7.0640515711948977e-06 -1.0108687770628768e-05 9.3125462097217805e-07 -6.696075356027689e-07 -6.7481225736594781e-06
leaf_weight=313 48 35 29 559 80 76 224 59 64 30 39 37 55 75 33 38 30 38 26 269 78 45 74 59 70 29 71 82 199 44
leaf_count=313 48 35 29 559 80 76 224 59 64 30 39 37 55 75 33 38 30 38 26 269 78 45 74 59 70 29 71 82 199 44
internal_value=0.000451014 0.000145817 -0.00170909 0.000412768 -0.00238095 0.000572744 -0.000180839 -0.00317431 0.001126 0.00187273 0.000300855 0.000363129 0.000167414 0.00047557 0.000133581 0.000513834 -0.00193684 0.00104065 -0.00032 0.000733198 -0.00191071 -0.00250279 -0.00170149 -0.00102941 0.00208889 0.000982301 4.3716e-05 -0.000701299 0.000230769 0.000831541
internal_weight=2908 2595 319 2276 115 2161 918 207 1243 659 584 705 668 613 538 505 94 112 74 490 213 178 133 135 629 451 182 153 467 268
internal_count=2908 2595 319 2276 115 2161 918 207 1243 659 584 705 668 613 538 505 94 112 74 490 213 178 133 135 629 451 182 153 467 268
cat_boundaries=0 17 47 48 51 53 62 63 64 65
cat_threshold=268435457 268435456 536870912 10240 2 2048 0 8192 0 134217744 32768 2097408 268435456 268435456 0 0 1073741968 268435456 0 4 134217728 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483776 0 0 0 0 0 64 0 524288 4096 1269824 0 0 524288 16802114 34 0 128 67108864 0 0 0 131072 536870912 65536 2 2 402
is_linear=0
shrinkage=0.04


Tree=809
num_leaves=31
num_cat=11
split_feature=7 9 8 12 4 7 12 2 6 12 2 4 2 2 2 2 4 2 2 2 0 7 2 2 0 12 6 4 2 2
split_gain=0.939989 0.792048 0.797199 0.628417 1.927 0.623384 0.877121 0.46593 0.513517 0.457856 0.436793 0.415091 0.486798 0.354317 1.15924 0.345961 0.32622 0.296328 0.290167 0.270948 0.250611 0.223689 0.253617 0.378819 0.447572 0.25074 0.265904 0.39795 0.239755 0.42557
threshold=0 1 2 3 21074995000.000004 4 5 70.500000000000014 6 7 28.500000000000004 2188290000.0000005 16.500000000000004 16.500000000000004 24.500000000000004 16.500000000000004 775.00000000000011 3.5000000000000004 11.500000000000002 39.500000000000007 16.750000000000004 8 321.00000000000006 62.500000000000007 36.400000000000006 9 10 5368.5000000000009 13.500000000000002 24.500000000000004
decision_type=9 9 9 9 8 9 9 8 9 9 10 10 10 10 10 10 10 10 10 10 10 9 10 10 10 9 9 8 8 8
left_child=-1 2 9 11 -5 18 7 8 -7 15 17 12 16 20 -15 -2 -3 -6 -4 -14 -10 -8 23 25 -25 28 27 -27 -23 -30
right_child=1 3 5 4 10 6 21 -9 13 -11 -12 -13 19 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=2.3592882383270838e-06 -3.7996179320736286e-05 4.1390944673753998e-05 -8.8654131618235837e-05 -8.6825069071130634e-05 -1.4482583640305046e-09 4.5183276303929048e-06 5.2890326913024013e-07 9.0499435160739977e-07 1.7938174891760794e-06 1.1987159505278559e-05 1.2217857521386151e-06 0.00031768367730202694 -0.0001030824928655267 -2.9565260026730751e-05 -4.3455075361205416e-07 1.0895381480635065e-05 -2.7686774948919823e-05 -3.1443211806309664e-05 -1.4088838814306458e-06 -3.6424706230315807e-05 -1.7179965379123533e-06 2.412423456217914e-06 3.7133601664427221e-06 -1.4247035333430547e-05 1.5123772497607725e-06 0.00013953464913536926 2.2733103552473339e-06 -5.6611658286102409e-06 -1.9855567911890175e-05 8.9229303513199436e-07
leaf_weight=377 39 114 36 39 40 115 246 141 27 250 44 35 36 40 138 67 27 56 73 33 58 58 35 39 73 30 434 140 27 58
leaf_count=377 39 114 36 39 40 115 246 141 27 250 44 35 36 40 138 67 27 56 73 33 58 58 35 39 73 30 434 140 27 58
internal_value=0.000403281 0.000121923 0.000438408 -0.00143448 -0.00317895 8.54414e-05 0.00028503 -0.00106415 -0.0018153 0.00213624 -0.00113475 -7.81249e-05 -0.000758294 -0.00272993 -0.00384358 -0.000136752 0.000591549 -0.00263918 -0.0027 -0.00348571 -0.000697674 0.000903562 0.000592265 0.000460465 -0.00169911 0.000786096 0.00113171 -0.000220994 -0.000701299 -0.00209302
internal_weight=2925 2548 2124 424 179 1768 1659 519 378 356 140 245 210 263 178 106 141 96 109 69 85 1140 894 859 112 747 604 170 143 85
internal_count=2925 2548 2124 424 179 1768 1659 519 378 356 140 245 210 263 178 106 141 96 109 69 85 1140 894 859 112 747 604 170 143 85
cat_boundaries=0 17 19 46 47 65 67 68 69 78 79 80
cat_threshold=1 268435472 1677721600 2097668 0 0 0 8192 0 0 0 0 0 0 0 0 1073745936 1073742080 22660 16 8 0 0 2147549184 0 0 2147483648 0 0 0 4 10240 0 0 4096 0 0 4096 2048 0 0 0 0 0 16384 64 16819490 131074 0 0 2048 32 0 0 0 0 8224 0 0 0 0 0 0 0 256 134432 32 262 68672 0 128 0 0 0 0 131072 0 33619968 8256 258
is_linear=0
shrinkage=0.04


Tree=810
num_leaves=31
num_cat=9
split_feature=7 8 9 12 6 0 2 2 2 0 12 2 9 0 2 2 3 2 2 0 0 11 0 2 2 5 3 5 13 2
split_gain=1.13358 0.904356 0.785097 0.706858 0.761789 0.550084 0.515413 0.481543 1.08321 0.826448 0.464511 0.424036 0.377258 0.71938 0.693385 0.443379 0.329795 0.377802 1.22828 0.443993 0.314433 0.308326 0.277943 0.273813 0.264913 0.261861 0.251746 0.247187 0.22386 0.255251
threshold=0 1 2 3 4 45.425000000000004 455.00000000000006 27.500000000000004 13.500000000000002 29.500000000000004 5 1.5000000000000002 6 33.175000000000004 23.500000000000004 64.500000000000014 1999.5000000000002 63.500000000000007 41.500000000000007 26.500000000000004 10.500000000000002 7 16.750000000000004 136.50000000000003 69.500000000000014 1.5000000000000002 2017.5000000000002 1.0000000180025095e-35 8 25.500000000000004
decision_type=9 9 9 9 9 8 8 8 10 10 9 10 9 10 10 10 10 8 10 10 10 9 10 10 10 8 8 10 9 10
left_child=21 -2 -3 4 11 7 12 8 9 -5 -9 -4 14 -14 25 -16 17 18 19 -12 -13 -1 -19 24 -24 -6 -22 -11 -15 -30
right_child=1 2 3 5 6 -7 -8 10 -10 27 16 20 13 28 15 -17 -18 22 -20 -21 26 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=6.0529877094139788e-08 3.2789311470756219e-06 4.9805467765716416e-06 -3.1385469575779129e-06 1.8392260610754913e-06 1.3798803947882507e-05 2.7018824730215071e-05 0.00010187609944483894 1.0306219259550389e-07 2.0338168414026468e-06 -3.0064406669578423e-05 -1.0184440102306874e-07 -5.6042970926020137e-08 -5.9301497649190967e-05 1.3019331600576799e-05 -0.00013224707887856527 -4.6798627682544248e-05 6.4474697673717846e-06 1.0615738399236276e-06 -0.00011574483873284421 2.2644904962805317e-06 -4.3042217188765771e-05 4.301805265449057e-06 -6.6816514662726613e-05 -1.7447672432113366e-07 -4.4342949567256399e-05 -2.1577785284861464e-05 2.3630450869905292e-06 1.9213970075623606e-06 -2.4831997528715425e-05 6.9415522095877548e-06
leaf_weight=131 336 300 38 59 28 55 62 107 138 145 45 38 31 117 28 29 26 28 46 31 35 435 64 37 31 36 255 42 107 70
leaf_count=131 336 300 38 59 28 55 62 107 138 145 45 38 31 117 28 29 26 28 46 31 35 435 64 37 31 36 255 42 107 70
internal_value=0.000532242 0.000141474 -0.00018048 -0.000510638 0.000289266 -0.00132254 -0.000709056 -0.001605 -0.000581818 -0.00217004 -0.00254808 0.00165517 -0.0011991 -0.000416667 -0.003 -0.00641379 -0.00328527 -0.00378799 -0.00546341 -0.00228571 0.00216413 0.00212132 -0.00248447 -0.00324812 -0.004375 -0.000369231 0.00261168 -0.00346808 0.000189831 -0.000702128
internal_weight=2930 2364 2028 1728 874 854 508 799 384 246 415 366 446 325 121 57 308 282 122 76 328 566 160 132 95 64 290 187 294 177
internal_count=2930 2364 2028 1728 874 854 508 799 384 246 415 366 446 325 121 57 308 282 122 76 328 566 160 132 95 64 290 187 294 177
cat_boundaries=0 17 41 43 44 45 47 49 51 52
cat_threshold=268566529 268435472 1677721600 8708 0 134217728 0 536879104 2048 134217728 0 0 268435472 0 0 0 1073745936 0 2056 0 0 0 0 0 2147483648 0 0 0 2052 10240 0 0 0 0 0 4096 2048 256 0 0 8 1073873025 132 83910754 74 1048832 2 0 12304 32 2147485184 12
is_linear=0
shrinkage=0.04


Tree=811
num_leaves=31
num_cat=10
split_feature=7 8 9 2 7 2 8 2 11 2 7 12 2 2 12 2 12 2 2 3 0 0 2 2 2 2 2 2 2 2
split_gain=1.37767 1.0027 0.658269 0.829899 0.812361 0.605759 0.384444 0.438012 0.555299 0.718994 0.482679 0.743348 0.660101 0.560373 0.391902 0.387006 0.379893 0.926171 0.406675 0.541472 0.321182 0.255735 0.221247 0.354607 0.345364 0.295249 0.209085 0.19315 0.178692 0.176779
threshold=0 1 2 4.5000000000000009 3 33.500000000000007 4 12.500000000000002 5 10.500000000000002 6 7 29.500000000000004 64.500000000000014 8 33.500000000000007 9 43.500000000000007 224.50000000000003 2019.5000000000002 36.400000000000006 42.250000000000007 14.500000000000002 49.500000000000007 22.500000000000004 9.5000000000000018 20.500000000000004 4.5000000000000009 13.500000000000002 53.500000000000007
decision_type=9 9 9 10 9 8 9 10 9 10 9 9 10 10 9 10 9 8 10 8 10 10 10 10 10 10 8 10 10 10
left_child=-1 16 3 -3 5 26 -6 8 9 21 11 12 -9 -14 15 -12 17 28 19 -18 27 -8 25 24 -24 -5 -4 -10 -2 -7
right_child=1 2 4 22 6 29 7 10 20 -11 14 -13 13 -15 -16 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.1177166230123416e-06 2.9812106254908902e-05 7.3459049888005174e-05 -1.7670249855120573e-06 -8.9267968985856137e-05 4.4020351845922388e-06 -7.2608387034852164e-06 1.8415962201305631e-05 6.1379860204060429e-07 -1.7988788574285763e-06 -1.3072379698536655e-05 -2.3991690375886095e-05 8.835337539581709e-07 -1.288974136134938e-05 5.2300063394408903e-07 1.8727586044630412e-05 1.0033481850195285e-05 -1.669611571685273e-05 -5.6929438669025973e-05 0.00025056702967241539 -2.1686569534224007e-07 -3.3926789559236046e-05 -6.8760150830281101e-06 -2.4812710241945981e-05 -3.0783522760238903e-06 -0.00025973735763857458 0.0011982296778271001 3.0365452454173702e-06 7.7227306496110177e-06 -6.1041978302509265e-08 -2.0636359494027746e-06
leaf_weight=490 25 76 74 48 119 41 224 31 111 27 50 260 52 31 373 69 43 61 28 222 104 41 42 56 36 28 25 56 48 64
leaf_count=490 25 76 74 48 119 41 224 31 111 27 50 260 52 31 373 69 43 61 28 222 104 41 42 56 36 28 25 56 48 64
internal_value=0.000642761 0.000250404 0.000620791 -0.00113131 0.000912082 -0.00141395 0.00122643 0.001025 0.000163121 0.00134653 0.00159631 0.000457143 -0.002112 -0.00414286 0.00240159 0.000276923 -0.00148858 -0.0032 -0.000618421 -0.00112782 -0.00112057 0.00203008 -0.00246445 -0.00343704 -0.00516456 -0.000727273 0.00076 -7.14284e-05 -0.000378378 -0.00358491
internal_weight=2955 2465 2038 286 1752 204 1548 1429 563 292 866 374 114 83 492 119 427 134 293 265 271 265 210 134 78 76 99 167 73 105
internal_count=2955 2465 2038 286 1752 204 1548 1429 563 292 866 374 114 83 492 119 427 134 293 265 271 265 210 134 78 76 99 167 73 105
cat_boundaries=0 18 48 50 62 89 90 102 104 105 106
cat_threshold=3 268435457 1610612736 524292 2 134217728 0 8192 65536 134217760 0 0 0 268435456 0 0 0 128 268435456 4 0 134217728 0 0 262144 0 0 0 0 2048 64 0 0 4096 0 0 33554432 0 2147483904 0 0 8 0 0 0 0 524288 4096 256 8368 131072 0 67371008 2099200 65568 66 0 268435456 33554432 268435456 0 64 0 2048 4 0 0 0 0 2147483648 0 0 0 0 10240 0 0 0 0 0 0 8192 0 0 4194304 0 0 0 64 49156 0 0 0 0 0 0 131072 131072 2048 0 0 256 98304 32 155968 67208256
is_linear=0
shrinkage=0.04


Tree=812
num_leaves=31
num_cat=7
split_feature=11 12 3 2 12 9 4 4 6 9 2 2 3 2 2 0 2 12 2 3 0 2 1 0 3 2 2 2 2 0
split_gain=0.617766 0.736408 0.890194 0.78437 0.3453 0.385299 0.36363 0.52252 0.272871 0.402654 0.414933 0.361716 0.492997 0.444356 0.336258 0.274281 0.361962 0.272055 0.338796 0.293666 0.284821 0.267214 0.294517 0.315754 0.249233 0.246856 0.245023 0.241041 0.230761 0.367849
threshold=0 1 1993.5000000000002 141.50000000000003 2 3 208770000.00000003 1074820000.0000002 4 5 14.500000000000002 47.500000000000007 2002.5000000000002 78.500000000000014 8.5000000000000018 36.400000000000006 1.5000000000000002 6 16.500000000000004 2016.5000000000002 18.500000000000004 99.000000000000014 4.5000000000000009 27.750000000000004 2007.5000000000002 47.500000000000007 44.500000000000007 3550.0000000000005 12.500000000000002 23.500000000000004
decision_type=9 9 10 8 9 9 10 10 9 9 10 10 10 10 10 8 10 9 8 8 10 10 10 10 10 10 10 8 8 10
left_child=1 2 26 -3 27 -6 8 -8 24 17 14 12 -12 -13 15 -11 -17 18 20 -20 -10 22 -21 -24 -7 -9 -1 -2 29 -19
right_child=4 3 -4 -5 5 6 7 25 9 10 11 13 -14 -15 -16 16 -18 28 19 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.3237956653708747e-07 1.4525381761698448e-06 3.4989682623144018e-06 -4.9576170254803305e-05 -7.3002819590067705e-05 0.0012266577246828373 5.496537308123891e-05 -7.0784473223899755e-05 3.284668620813821e-06 -2.6368330338664492e-06 -1.240824481187462e-05 5.4829155441382062e-06 -5.199144250684891e-05 -8.8243892837703837e-05 8.2632178171750589e-07 -9.2194150918889221e-06 -6.2706831163197315e-05 1.959184989158838e-06 9.4702946619822133e-06 1.8578608103001719e-06 1.1802571879638292e-06 2.618962232929789e-06 1.0434573712210151e-06 -4.5056057750973062e-07 -2.2878304823303252e-06 -1.4681260841471837e-05 -8.7186995189887518e-05 -2.4459085955155594e-06 -7.7770417930958025e-06 1.0708091858077378e-06 -1.9598613805294995e-06
leaf_weight=47 679 136 27 35 117 141 25 82 26 28 118 28 27 63 77 31 78 42 45 31 68 28 49 36 29 38 26 53 586 145
leaf_count=47 679 136 27 35 117 141 25 82 26 28 118 28 27 63 77 31 78 42 45 31 68 28 49 36 29 38 26 53 586 145
internal_value=0.000382053 -0.00140426 -0.00396396 0.000241758 0.000566953 0.000283222 0.000133188 -0.00178082 0.000300537 0.000121292 -0.000867679 0.000270042 0.00150685 -0.00169565 -0.00215814 -0.000956522 -3.63635e-05 0.000547329 -0.000503401 -0.00149474 0.00143158 -0.00237241 -0.00321367 -0.0044186 0.00176796 -0.000661157 -0.002 0.00130283 0.000933674 -0.000276596
internal_weight=2941 271 100 171 2670 1938 1821 145 1676 1506 450 236 145 91 214 137 109 1056 283 189 94 144 116 85 170 120 73 732 773 187
internal_count=2941 271 100 171 2670 1938 1821 145 1676 1506 450 236 145 91 214 137 109 1056 283 189 94 144 116 85 170 120 73 732 773 187
cat_boundaries=0 3 5 7 9 10 12 13
cat_threshold=32769 525312 4096 40962 32 16868352 2 1073873152 128 80 1 10244 68288576
is_linear=0
shrinkage=0.04


Tree=813
num_leaves=31
num_cat=15
split_feature=7 8 8 6 5 9 7 12 5 3 3 4 1 3 7 1 12 11 6 9 4 12 1 1 3 3 3 6 5 16
split_gain=0.968708 0.85706 0.643573 0.482879 0.50116 0.476543 0.512469 0.468235 0.388904 0.369629 0.369564 0.319776 0.564875 0.311538 0.265211 0.576093 0.25669 0.297805 0.342232 0.372313 0.220166 0.20437 0.185546 0.182688 0.146161 0.142893 0.141041 0.173874 0.131449 0.122581
threshold=0 1 2 3 5.5000000000000009 4 5 6 1.0000000180025095e-35 1994.5000000000002 1999.5000000000002 5965.0000000000009 5.5000000000000009 1995.5000000000002 7 4.5000000000000009 8 9 10 11 807475000.00000012 12 5.5000000000000009 1.5000000000000002 2002.5000000000002 1996.5000000000002 2019.5000000000002 13 2.5000000000000004 14
decision_type=9 9 9 9 8 9 9 9 10 8 8 10 8 10 9 10 9 9 9 9 10 9 10 10 10 10 8 9 8 1
left_child=3 21 8 -1 -5 7 -7 -4 13 -8 -11 14 20 -3 15 -12 22 -18 -19 23 -13 -2 26 -20 -17 -6 -16 -28 -23 -9
right_child=1 2 5 4 25 6 9 29 -10 10 11 12 -14 -15 16 24 17 18 19 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=7.1784229234020413e-05 4.6315178311733362e-07 4.1545907867792799e-06 2.8856537773139804e-06 1.2491455284415121e-06 -0.00012945691759777507 4.5613998126517146e-06 0.00012836081919772127 -1.9200563632195406e-05 -2.5533330278969417e-05 -4.3919715350746193e-05 4.4569295016490871e-06 -1.9175718488072516e-06 1.0355066561758997e-05 -7.3147725747308476e-06 -1.0860060232108336e-05 -3.0342454490065684e-06 -1.0078795401015757e-07 1.1614073364197388e-05 -0.00018408370096475632 -4.8113144172976602e-06 -5.1222129927187104e-05 8.889890783443406e-06 1.9392025438507023e-06 5.8054787888183999e-07 -1.8889102867473037e-07 -3.9556301662151881e-05 -2.8073914420759436e-07 8.8941905318248635e-07 9.9292989267289554e-06 -1.0158090363593303e-05
leaf_weight=106 121 25 101 36 42 217 45 178 34 36 38 30 60 44 26 65 112 365 26 117 40 56 54 434 27 32 114 100 235 27
leaf_count=106 121 25 101 36 42 217 45 178 34 36 38 30 60 44 26 65 112 365 26 117 40 56 54 434 27 32 114 100 235 27
internal_value=0.000330163 0.000536158 0.000232158 -0.00218502 -0.00396694 0.000381467 0.000617632 -0.00105994 -0.00270175 0.000374118 0.000277204 0.000367931 -0.00152672 -0.0012 0.000535497 -0.00113475 0.000700515 0.000991549 0.0012256 0.000591837 -0.00394366 0.00219385 -0.000340983 0.00110403 -0.00292473 -0.00618667 -0.000829875 -0.000483721 0.0027947 -0.00212963
internal_weight=2943 2727 2315 216 110 2212 1906 306 103 1689 1644 1608 130 69 1478 130 1348 1054 942 577 70 412 294 460 92 74 240 214 291 205
internal_count=2943 2727 2315 216 110 2212 1906 306 103 1689 1644 1608 130 69 1478 130 1348 1054 942 577 70 412 294 460 92 74 240 214 291 205
cat_boundaries=0 18 48 72 73 75 89 90 107 108 110 111 113 115 116 117
cat_threshold=2 0 8192 2048 0 8194 0 0 33554432 0 0 128 0 0 0 32 1073741824 384 0 8 0 0 0 1 0 2147483648 0 0 0 2052 0 1048576 0 4096 0 0 0 10240 128 0 0 0 0 16384 0 0 0 4096 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 33554432 2 0 0 0 8 152 256 16416 131073 0 536870912 4 2 134217728 0 536879104 0 32 32 0 0 268435456 74080 0 128 67108864 0 0 64 0 0 2048 0 0 0 0 0 0 0 4096 67111232 49152 2147484672 452 0 2176 40960 32 136 2
is_linear=0
shrinkage=0.04


Tree=814
num_leaves=31
num_cat=8
split_feature=7 9 2 12 2 3 12 4 12 4 2 2 3 12 0 4 2 4 0 12 2 4 2 3 2 2 0 7 2 3
split_gain=1.3388 0.563374 0.567224 0.602187 0.566496 0.539867 0.456414 0.435146 0.423365 0.595545 0.982382 0.412243 0.405614 0.363827 0.322311 0.278575 0.272411 0.318971 0.575452 0.257007 0.489985 0.256131 0.245545 0.230978 0.248505 0.245836 0.224574 0.219653 0.194574 0.185879
threshold=0 1 23.500000000000004 2 70.500000000000014 2000.5000000000002 3 425.00000000000006 4 16098220000.000002 18.500000000000004 39.500000000000007 1999.5000000000002 5 40.250000000000007 984745000.00000012 4.5000000000000009 141.00000000000003 39.07500000000001 6 22.500000000000004 5965.0000000000009 42.500000000000007 2002.5000000000002 14.500000000000002 79.500000000000014 32.500000000000007 7 70.500000000000014 2012.5000000000002
decision_type=9 9 10 9 10 8 9 10 9 8 10 10 10 9 8 10 10 10 10 9 10 10 10 10 10 10 10 9 8 8
left_child=19 2 7 -4 6 -6 11 13 9 -3 -11 -5 22 -2 16 -9 -10 18 -18 20 -1 -19 -8 24 -20 -26 -7 -15 -16 -21
right_child=1 8 3 4 5 26 12 15 14 10 -12 -13 -14 27 28 -17 17 21 23 29 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.9021551651145767e-06 4.6923558640877485e-06 -6.4195309435545049e-05 3.984237956014441e-07 -1.1587184622686148e-06 -9.6824315053336006e-06 -3.6912881883094567e-08 -1.2026997466742175e-06 -4.5459413316453213e-05 1.1280285583740977e-05 -6.306992633751905e-05 2.2036898307278248e-05 5.1500066569790043e-07 -6.6640232398163866e-06 1.8808160289743521e-06 1.1629376260142688e-05 3.810608645707703e-05 -2.6500716615876323e-05 5.1310111265737978e-05 -1.7620230907861168e-05 6.5278874411817609e-06 -5.446946560698996e-06 -2.6646280568672694e-06 -6.2718122689081989e-05 -0.00016911155740699871 2.6218215369769191e-05 -4.1079971489564261e-05 1.2697563372061671e-05 -3.7268386877250477e-07 -1.8247075038639554e-05 2.3907509255967629e-06
leaf_weight=58 353 32 291 51 26 70 48 31 67 41 29 86 32 104 62 33 35 36 64 88 61 33 37 26 48 32 82 327 41 601
leaf_count=58 353 32 291 51 26 70 48 31 67 41 29 86 32 104 62 33 35 36 64 88 61 33 37 26 48 32 82 327 41 601
internal_value=0.00037594 -0.000156015 0.000230089 -0.00059116 -0.00151693 0.000178771 -0.00276078 0.000932862 -0.00124955 -0.00346903 -0.00169014 -0.000891892 -0.00446875 0.00119236 -0.000668132 -0.00221538 -0.00127485 -0.00183273 -0.00262136 0.00174847 -3.07691e-05 0.000514286 -0.00627907 -0.00163743 -0.000993103 0.000493827 0.00109804 0.000371041 0.00126923 0.00205143
internal_weight=2925 2117 1571 723 432 178 254 848 546 102 70 137 117 784 444 64 341 274 205 808 119 69 85 170 144 80 152 431 103 689
internal_count=2925 2117 1571 723 432 178 254 848 546 102 70 137 117 784 444 64 341 274 205 808 119 69 85 170 144 80 152 431 103 689
cat_boundaries=0 17 19 20 21 23 25 27 36
cat_threshold=268435458 268435473 1611669504 2097152 2 134225984 131072 805314560 0 134225952 8192 0 16 268435456 0 0 4240 1073872897 18564 17990690 90368 1344 2 67126306 32 32 34 0 0 0 0 0 0 0 131072 67584
is_linear=0
shrinkage=0.04


Tree=815
num_leaves=31
num_cat=10
split_feature=8 7 9 2 7 2 6 3 12 12 2 2 8 3 2 3 2 5 2 2 2 16 5 3 2 3 2 12 1 2
split_gain=1.16831 0.762645 0.806406 1.05721 0.504419 1.65502 0.525347 0.489299 0.483432 0.46013 0.447486 0.417633 0.36957 0.352749 0.32175 0.279501 0.264784 0.297742 0.261139 0.34633 0.242857 0.257231 0.320081 0.373096 0.230317 0.220565 0.212664 0.201244 0.229319 0.188958
threshold=0 1 2 11.500000000000002 3 13.500000000000002 4 2007.5000000000002 5 6 101.50000000000001 58.500000000000007 7 2010.5000000000002 32.500000000000007 2015.5000000000002 25.500000000000004 4.5000000000000009 7.5000000000000009 86.500000000000014 48.500000000000007 8 4.5000000000000009 2019.5000000000002 24.500000000000004 2005.5000000000002 62.500000000000007 9 4.5000000000000009 90.500000000000014
decision_type=9 9 9 10 9 8 9 10 9 9 8 8 9 8 10 8 10 8 8 10 8 1 8 8 10 8 10 9 10 10
left_child=8 7 3 -3 5 -4 25 27 14 10 13 -7 29 -8 -1 -15 17 -17 -11 20 21 22 -20 -24 -25 -6 -5 28 -2 -10
right_child=1 2 4 26 6 11 9 -9 12 18 -12 -13 -14 15 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.050456707435538e-07 -1.5267966161584637e-05 -1.0796315271155355e-05 -6.8006185349596334e-05 -5.5914773914489609e-05 -6.92723285815162e-05 1.2096038153343848e-05 5.7239127679694534e-05 -4.7766430396448243e-06 4.6449312901721787e-07 2.2004534728930129e-05 -9.3619758461125251e-06 -3.4259337682333144e-05 3.2950165685510781e-06 -2.4095289015161151e-05 -1.4119673103902405e-07 6.3696538288393664e-06 1.5074981898103137e-05 -5.9395410401039456e-06 -1.8360804971312111e-05 1.1332466023324738e-06 -0.00010073375002852606 6.8151307006598558e-06 -2.2030634591407601e-05 -1.368285668116506e-05 1.7817974955733651e-05 1.8203467639194161e-05 -6.4012692518083768e-05 6.3456487143913285e-05 3.5441280344730882e-06 2.6078881785288799e-06
leaf_weight=179 32 69 28 30 47 56 65 42 568 58 78 43 237 25 199 67 65 196 29 40 45 36 33 45 27 230 26 147 117 64
leaf_count=179 32 69 28 30 47 56 65 42 568 58 78 43 237 25 199 67 65 196 29 40 45 36 33 45 27 230 26 147 117 64
internal_value=0.000373461 -0.000317724 -0.00074722 -0.00367647 -0.000415033 -0.00269565 -0.000123974 0.00135244 0.00129412 -0.000639024 0.000126233 -0.00044 0.00181364 0.000649165 8.22624e-05 0.000146893 0.000462006 -0.00010606 -0.00181481 -0.00242187 -0.00305556 -0.00233918 -0.00314074 -0.00207547 -0.000438356 0.00134722 -0.008 0.00196633 0.000725 0.00125661
internal_weight=2923 1676 1338 125 1213 127 1086 338 1247 809 496 99 869 418 378 353 328 263 313 255 215 170 134 105 72 277 56 296 149 632
internal_count=2923 1676 1338 125 1213 127 1086 338 1247 809 496 99 869 418 378 353 328 263 313 255 215 170 134 105 72 277 56 296 149 632
cat_boundaries=0 30 47 49 65 66 68 69 99 100 102
cat_threshold=16 0 0 0 2147483648 0 0 2147483648 0 32768 0 2052 2048 1049088 0 0 0 0 4096 10240 384 0 20971520 8 0 268451840 4 0 524288 4096 2 145 1073741824 524288 0 134217728 0 8192 0 32 32 0 144 0 0 0 1073745936 256 8208 0 0 0 2048 0 0 131072 0 33554432 0 0 128 0 0 0 32 68 1189152 2 83944514 0 0 0 0 0 0 0 0 0 0 0 4 2048 1049088 0 0 0 0 4096 0 128 0 16777216 8 0 16384 0 0 0 4096 2 67149826 32
is_linear=0
shrinkage=0.04


Tree=816
num_leaves=31
num_cat=12
split_feature=8 7 12 4 1 6 15 11 2 0 0 0 3 7 2 12 3 2 2 2 7 0 7 9 3 6 3 3 0 0
split_gain=1.01983 0.69793 0.635651 0.422278 0.824502 0.401356 0.385114 0.411148 0.875138 0.662669 0.616063 0.543541 0.37895 0.336777 0.36692 0.315826 0.498978 0.386234 0.269505 0.260704 0.30767 0.313513 0.230913 0.342881 0.410125 0.399064 0.279893 0.200506 0.198973 0.183723
threshold=0 1 2 390.00000000000006 5.5000000000000009 3 4 5 231.50000000000003 39.07500000000001 42.960000000000008 35.850000000000009 2012.5000000000002 6 39.500000000000007 7 2015.5000000000002 67.500000000000014 22.500000000000004 4.5000000000000009 8 22.250000000000004 9 10 1995.5000000000002 11 2010.5000000000002 2019.5000000000002 18.500000000000004 39.07500000000001
decision_type=9 9 9 10 8 9 9 9 8 10 10 8 8 9 10 9 8 8 8 8 9 10 9 9 10 9 8 8 10 10
left_child=13 15 5 6 18 -3 -4 -8 10 11 22 -10 -7 14 -1 17 -17 -2 -5 -18 21 -21 28 24 -24 -25 -27 -28 -9 -14
right_child=1 2 3 4 -6 12 7 8 9 -11 -12 -13 29 -15 -16 16 19 -19 -20 20 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=2.0612364460604359e-06 -6.0361378405649959e-07 1.8228086144296484e-06 3.1490327701222225e-06 -3.0423653759616382e-05 3.6484319226289573e-05 -4.0697270958542563e-05 2.3144096051484644e-06 -2.1109821443107363e-07 -6.9897986356704401e-05 -0.00030830054337553056 7.147315883544313e-06 0.000653638174736926 5.7656186265375872e-06 7.1281314243132015e-06 -2.3441246056963092e-05 -1.7736332338604841e-06 7.7475263289983195e-06 -8.7532749922334783e-06 -1.3950351739582312e-06 -9.4826893400356411e-08 -2.2815324457213476e-06 4.9300092618662926e-06 6.506601077014813e-06 8.3156187740166459e-05 -0.00019252032839088944 2.3694291658736713e-05 -1.5233494575660206e-05 -6.0606047454814068e-08 -8.9901691255085319e-06 4.6888180328928689e-08
leaf_weight=70 73 471 192 45 65 28 114 96 29 26 58 26 39 454 39 41 25 27 51 46 107 56 54 144 50 52 44 260 32 92
leaf_count=70 73 471 192 45 65 28 114 96 29 26 58 26 39 454 39 41 25 27 51 46 107 56 54 144 50 52 44 260 32 92
internal_value=0.000531132 0.000158029 0.000460839 -3.55818e-05 -0.00195062 0.00149766 0.000227504 -0.000100401 -0.000403628 -0.00434146 1.48823e-10 -0.00178571 -0.000258823 0.00204181 -3.33332e-05 -0.00139896 -0.00062937 -0.00324324 -0.00428866 6.80853e-05 -0.0004 0.00113274 -0.000316507 2.60164e-05 -0.00194783 0.000469667 -0.00026158 -0.000734426 -0.00178417 0.000636364
internal_weight=2906 2343 1968 1338 161 630 1177 985 871 81 790 55 159 563 109 375 275 100 96 234 209 102 732 604 104 500 356 304 128 131
internal_count=2906 2343 1968 1338 161 630 1177 985 871 81 790 55 159 563 109 375 275 100 96 234 209 102 732 604 104 500 356 304 128 131
cat_boundaries=0 30 46 48 49 50 53 70 71 82 90 92 93
cat_threshold=1342177280 0 0 0 2147483648 0 0 2147483648 0 0 0 2052 2048 1049088 0 0 0 0 0 10240 128 0 0 0 0 268484608 0 0 0 4096 268435456 128 603979776 2560 0 0 0 0 33619968 134217728 32 128 0 0 0 32 83935232 34 394 2290089984 49152 2147483648 524288 0 0 0 4 0 8192 0 131072 0 0 8192 0 0 268435456 0 0 1073741824 67208192 0 128 0 0 0 0 0 0 65536 0 32 0 0 0 4 0 0 0 537001984 0 176 6
is_linear=0
shrinkage=0.04


Tree=817
num_leaves=31
num_cat=12
split_feature=8 7 9 1 4 8 0 7 15 4 1 0 11 8 9 3 3 1 7 3 7 0 5 3 6 4 5 3 3 1
split_gain=1.3427 0.614429 0.711194 0.516783 0.456109 0.428617 0.420616 0.360558 0.315919 0.264301 0.381801 0.375905 0.273779 0.274324 0.320468 0.290454 0.244074 0.211513 0.287424 0.191315 0.190622 0.233153 0.205358 0.185002 0.178145 0.161916 0.616521 0.14961 0.138594 0.130253
threshold=0 1 2 5.5000000000000009 1514.5000000000002 3 42.250000000000007 4 5 984745000.00000012 5.5000000000000009 39.07500000000001 6 7 8 2020.5000000000002 2008.5000000000002 5.5000000000000009 9 2018.5000000000002 10 39.07500000000001 2.5000000000000004 1999.5000000000002 11 390.00000000000006 1.5000000000000002 2017.5000000000002 2012.5000000000002 5.5000000000000009
decision_type=9 9 9 8 10 9 10 9 9 8 8 10 9 9 9 8 10 10 9 8 9 10 8 8 9 10 10 8 10 8
left_child=20 6 3 -3 -5 -4 16 -7 -9 10 11 -10 27 -14 15 28 -2 18 -16 -19 21 -1 -22 -20 -17 -13 -27 -11 -15 -26
right_child=1 2 5 4 -6 7 -8 8 9 12 -12 25 13 14 17 24 -18 19 23 -21 22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=3.0879188356891519e-06 -1.2945504261494763e-06 -3.8403999426044106e-05 8.9128028471772335e-06 7.2096449624858947e-05 -1.6210304560798614e-05 6.8150069793524736e-05 -0.0001070843356351215 1.7014739638603657e-06 1.5560517403502817e-06 0.00050775357554440489 1.4725968492405806e-05 -3.1366002336998153e-05 6.1299144307044193e-06 -1.0829459291611822e-05 -3.3644253287718244e-07 3.4738780593948961e-06 -6.1918903322355802e-06 2.0570998606679506e-05 -0.0001937530473343864 -7.7712796876827398e-07 1.9807746265361242e-06 3.2507602349598985e-07 1.3024758047946542e-05 5.1785572410735969e-07 -4.1022587435898598e-06 -4.3152229877720906e-05 7.7728415172915099e-06 3.3329146471026672e-07 -2.242250178945881e-05 -5.1566783437001464e-05
leaf_weight=29 195 85 120 40 25 103 26 147 33 44 42 45 132 47 114 129 27 25 25 163 66 85 293 548 101 51 25 97 29 43
leaf_count=29 195 85 120 40 25 103 26 147 33 44 42 45 132 47 114 129 27 25 25 163 66 85 293 548 101 51 25 97 29 43
internal_value=0.000496082 0.000114887 0.000329137 -0.00223602 0.00030303 0.000526519 -0.00172973 0.000374616 0.000237709 7.74649e-05 -0.00129949 -0.00221935 0.000259012 7.60792e-05 -0.000116599 -0.00112222 -0.00121973 0.000293454 0.000622093 -0.000888889 0.00242149 0.000768 0.00290811 0.000979452 -0.000540146 -0.0032459 -0.00436364 0.00186842 -0.00332468 -0.00144516
internal_weight=2934 2461 2213 150 65 2063 248 1943 1840 1693 196 154 1497 1356 1224 349 222 875 687 188 473 114 359 573 273 121 76 141 76 144
internal_count=2934 2461 2213 150 65 2063 248 1943 1840 1693 196 154 1497 1356 1224 349 222 875 687 188 473 114 359 573 273 121 76 141 76 144
cat_boundaries=0 27 45 47 71 88 89 92 105 107 116 131 132
cat_threshold=0 2048 0 0 2147483648 0 0 2147483648 0 32768 0 4 0 512 0 0 0 0 0 10240 256 524288 0 0 0 1342226432 4 2 0 0 10244 0 2 0 268435456 33554432 134217728 0 128 0 0 0 0 1073741824 128 256 8208 0 8 4 0 65536 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 0 8 0 1 1610612736 0 0 0 0 0 0 0 0 0 16 0 0 0 144 11534336 16384 1024 524288 16 0 0 0 0 0 262144 0 0 0 0 0 10240 0 20516 0 0 67108864 0 0 0 131072 0 2048 0 0 0 0 32 8192 131072 131072 0 0 0 0 0 0 67108864 404
is_linear=0
shrinkage=0.04


Tree=818
num_leaves=31
num_cat=9
split_feature=8 7 4 0 8 7 0 4 4 4 3 3 5 14 6 3 0 4 4 3 3 3 3 3 15 1 8 6 1 4
split_gain=1.52512 1.10414 0.610083 0.612027 0.56709 0.418826 0.466107 0.361946 0.341332 0.874038 0.305508 0.320501 0.280922 0.26173 0.32119 0.239573 0.227455 0.218827 0.213199 0.212875 0.197734 0.221694 0.1934 0.262039 0.266593 0.174783 0.175556 0.211642 0.156389 0.136412
threshold=0 1 12000.000000000002 38.20000000000001 2 3 39.07500000000001 2960.0000000000005 807475000.00000012 5157000000.000001 2014.5000000000002 2000.5000000000002 4.5000000000000009 4 5 1995.5000000000002 44.07500000000001 199.50000000000003 16000.000000000002 2017.5000000000002 1999.5000000000002 2007.5000000000002 2003.5000000000002 2011.5000000000002 6 5.5000000000000009 7 8 5.5000000000000009 5157000000.000001
decision_type=9 9 8 8 9 9 10 10 10 10 10 8 8 9 9 8 10 10 10 10 10 10 8 8 9 10 9 9 8 10
left_child=2 19 -1 28 18 6 -6 -8 13 -10 11 -5 -13 14 15 -7 20 22 -3 25 -17 -22 -16 -24 -25 26 -2 -28 -4 -29
right_child=1 4 3 10 5 8 7 -9 9 -11 -12 12 -14 -15 17 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-4.8879364906414504e-05 3.8528248377460054e-07 1.0555995138454325e-05 -4.4831516573778097e-06 -5.0583455472170112e-05 3.9340241091978204e-06 1.0940820933597714e-05 -5.9033713210325802e-05 0.00013591505703916353 -8.1112237681013616e-05 0.00072109219136327982 -2.1129457577119113e-05 -1.6828030338262396e-07 7.3157075707229674e-06 3.1383507858973599e-05 1.5452538597417439e-05 -2.7692910263373512e-05 8.9036940071641871e-06 1.1002886628744875e-05 5.2738608881390617e-06 -3.7749770467334283e-07 0.00059908600107495249 -1.3025905220056694e-05 -2.7877364588300594e-05 -8.7004623189190975e-06 3.9205812562903537e-07 4.2119153911375403e-06 2.5931106654231008e-06 2.0540832026141275e-06 -1.4682404415160429e-05 9.3165479537373043e-06
leaf_weight=36 268 175 48 26 40 28 45 26 26 25 30 33 110 180 56 142 35 80 48 42 49 74 47 126 546 114 231 204 39 31
leaf_count=36 268 175 48 26 40 28 45 26 26 25 30 33 110 180 56 142 35 80 48 42 49 74 47 126 546 114 231 204 39 31
internal_value=0.000540358 0.000857682 -0.00201802 -0.00144948 0.000268334 -1.30207e-05 -0.00226229 -0.00438889 0.000179649 -0.003 -0.00022 0.000447059 0.00119444 0.000302053 7.70521e-05 -0.000967551 -0.0013289 0.000484989 0.00210256 0.00199778 -0.00172932 -0.000548387 0.000283505 0.000105556 0.000309064 0.00215783 0.00192653 0.00239832 -0.00422727 0.00138211
internal_weight=2960 2638 322 286 1748 1525 111 71 1414 51 199 169 143 1363 1183 328 300 855 223 890 265 123 775 719 672 848 734 466 87 235
internal_count=2960 2638 322 286 1748 1525 111 71 1414 51 199 169 143 1363 1183 328 300 855 223 890 265 123 775 719 672 848 734 466 87 235
cat_boundaries=0 30 47 70 86 87 88 89 112 113
cat_threshold=2147483648 4 4 134217728 0 1 0 0 1 0 0 0 8256 0 268435456 0 0 0 33558528 0 2147483648 0 0 8 0 0 0 0 524288 4096 1 268435472 1610612736 8196 2 0 4325376 536879104 67584 32 32800 256 16 268435456 0 0 1073745936 0 8 0 0 2147491840 0 0 0 0 0 0 4 2048 512 0 0 0 0 0 2048 0 0 4194304 268435456 0 0 524288 0 2 0 0 33554432 0 8192 128 0 0 0 32 8208 148 2147483648 0 0 0 0 0 0 262144 0 0 0 0 133120 2048 0 0 4096 0 0 0 0 0 0 20971520 344
is_linear=0
shrinkage=0.04


Tree=819
num_leaves=31
num_cat=6
split_feature=7 8 8 2 2 7 12 2 4 4 2 0 0 0 12 3 2 2 3 2 2 5 3 0 4 5 2 2 3 0
split_gain=1.87285 1.01052 0.658349 0.887722 0.438483 0.423263 0.403534 0.663949 0.397538 0.627511 0.382082 0.342457 1.00668 0.337418 0.34342 0.355954 0.381431 0.655732 0.33046 0.405436 0.345224 0.290368 0.281014 0.314704 0.33185 0.477305 0.360798 0.28042 0.340169 0.275363
threshold=0 1 2 69.500000000000014 352.00000000000006 3 4 3.5000000000000004 38500.000000000007 16829230000.000002 13.500000000000002 27.750000000000004 16.750000000000004 44.07500000000001 5 1990.5000000000002 29.500000000000004 92.500000000000014 1996.5000000000002 15.500000000000002 4.5000000000000009 2.5000000000000004 2011.5000000000002 40.250000000000007 28.000000000000004 4.5000000000000009 114.50000000000001 8.5000000000000018 1999.5000000000002 38.57500000000001
decision_type=9 9 9 10 10 9 9 10 10 8 10 10 10 8 9 10 8 10 10 10 10 8 10 10 10 8 10 10 10 10
left_child=-1 5 3 6 -5 11 7 -3 13 -10 -9 12 -2 14 15 16 -4 -18 19 20 -8 -7 23 24 25 -16 -27 -17 -29 -30
right_child=1 2 8 4 -6 21 18 10 9 -11 -12 -13 -14 -15 22 27 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=1.3405411650845768e-05 5.3928101071821714e-07 -7.1251808913727112e-05 1.2770918505171709e-06 -3.511525011391108e-05 -9.3951475810144758e-07 4.3397993241047517e-07 8.2509601681317608e-05 5.0685027196531201e-06 -6.3812572572224962e-05 3.3283423180359888e-05 -2.1410230911295138e-06 1.6427008099455812e-06 -6.757772464308838e-05 9.8113153957565593e-06 -4.3652366641595104e-05 -0.00014600029772174694 -6.8079293307890164e-07 1.8740700134100653e-06 -3.227898989497545e-05 7.4830276276299593e-06 -7.8259355445185772e-07 2.3906032506866123e-06 1.2668065245777102e-05 -1.7307028040201399e-05 2.2217891754595742e-05 4.6008706608969924e-07 -1.3957742231620685e-05 -9.722964936862226e-06 -5.7718380682228052e-06 2.6759712347406264e-05
leaf_weight=328 46 25 336 41 27 71 56 46 78 30 46 33 25 145 27 29 215 59 25 51 54 324 61 25 45 470 32 36 37 123
leaf_count=328 46 25 336 41 27 71 56 46 78 30 46 33 25 145 27 29 215 59 25 51 54 324 61 25 45 470 32 36 37 123
internal_value=0.000483203 0.000118676 -0.000264789 -0.00176963 -0.00591304 0.00171765 -0.000881579 -0.00259375 6.36727e-05 -0.00227523 -0.0012043 -0.000556522 -0.00216667 0.000219379 4.01071e-05 -0.000496454 1.48768e-10 -0.00110545 0.000324873 0.00101235 -0.00036036 0.00231527 0.00071535 0.00046 0.000653913 0.000369811 0.000652088 -0.00185841 -0.00129949 -0.000496894
internal_weight=2946 2618 2119 371 68 499 303 117 1748 108 92 104 71 1640 1495 835 610 274 186 161 110 395 660 599 574 529 502 225 196 160
internal_count=2946 2618 2119 371 68 499 303 117 1748 108 92 104 71 1640 1495 835 610 274 186 161 110 395 660 599 574 529 502 225 196 160
cat_boundaries=0 18 45 75 84 85 87
cat_threshold=1 16 1107296256 0 2 134217728 33554432 8192 0 0 32800 0 67108880 0 0 0 1073745936 512 1342177280 2048 0 0 2147549184 0 0 2147483648 0 0 0 133124 0 0 0 0 0 0 0 2048 384 0 4194304 0 0 16384 4 0 4 4 0 0 1 262144 0 0 0 0 0 2048 0 0 4096 0 0 33554432 0 2147483648 0 0 0 0 0 0 0 524288 4096 0 0 67108864 0 0 0 0 131072 65536 83985472 17893442 32
is_linear=0
shrinkage=0.04


Tree=820
num_leaves=31
num_cat=10
split_feature=8 5 2 1 8 12 1 12 2 2 12 2 2 0 2 8 17 5 2 9 9 12 0 2 2 2 5 1 2 2
split_gain=1.49091 0.692102 1.1851 0.628939 0.53581 0.526852 0.480946 0.514432 0.403431 0.389191 0.207024 0.290838 0.24658 0.181465 0.385929 0.27156 0.387323 0.363825 0.298038 0.412691 0.332803 0.275368 0.566557 2.06343 0.352389 0.288265 0.250663 0.220258 0.203946 0.458513
threshold=0 1.5000000000000002 15.500000000000002 5.5000000000000009 1 2 4.5000000000000009 3 187.50000000000003 7550.0000000000009 4 34.500000000000007 11.500000000000002 16.750000000000004 2.5000000000000004 5 6 4.5000000000000009 8.5000000000000018 7 8 9 39.07500000000001 36.500000000000007 12.500000000000002 88.500000000000014 1.0000000180025095e-35 5.5000000000000009 57.500000000000007 23.500000000000004
decision_type=9 8 8 10 9 9 8 9 10 8 9 10 10 10 8 9 9 8 10 9 9 9 10 10 10 10 10 10 10 10
left_child=1 2 -1 6 -2 -6 -3 9 13 10 11 12 -8 14 -7 26 17 -17 19 27 28 -22 23 -23 -24 -26 -15 -18 29 -20
right_child=4 3 -4 -5 5 8 7 -9 -10 -11 -12 -13 -14 15 -16 16 18 -19 20 -21 21 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.3140067353880306e-08 1.2535697694131592e-05 -6.7153426939713237e-06 -6.9742720938311339e-05 -1.9850222365637217e-05 1.6604683154679833e-06 -3.709230552253582e-06 1.1732102501297244e-05 3.3008329843653427e-06 7.3554211405375965e-06 -6.4476824191101581e-05 1.3804728600758854e-06 3.9329772039332514e-06 -3.703885264989163e-05 2.6248880436839825e-05 6.7787574820954432e-07 6.9524656930126342e-06 -1.9630657101456433e-06 -1.924587580070987e-05 -2.9687983941648218e-06 1.6084296382233087e-05 1.4301331451232964e-06 -3.4547672113990887e-05 -3.3205504782080181e-05 2.6306379246381023e-06 1.6656264877227065e-06 -1.4687985633496002e-05 -4.5270875896984498e-06 2.2552211442943006e-05 3.9037968458551756e-07 -0.00016189612292155862
leaf_weight=36 102 30 28 59 587 27 33 163 119 29 100 39 37 86 242 60 134 123 50 170 218 26 38 39 187 29 31 31 41 37
leaf_count=36 102 30 28 59 587 27 33 163 119 29 100 39 37 86 242 60 134 123 50 170 218 26 38 39 187 29 31 31 41 37
internal_value=0.000465212 -0.00138761 -0.00529231 -0.00089613 0.000899498 0.000761155 -0.000361111 9.9504e-06 0.000395527 -0.00115663 -0.000590476 -0.0017 -0.00338028 0.000226752 0.00117037 3.07457e-05 -0.000157454 -0.00179381 0.000158259 0.00113095 -0.00033033 0.000124088 -0.000618182 -0.00393939 0.000219608 0.000847926 0.00178125 -0.000340909 -0.00207194 -0.00331818
internal_weight=2931 554 64 490 2377 2275 431 401 1688 238 209 109 70 1569 269 1300 1183 183 1000 335 665 537 319 65 254 216 117 165 128 87
internal_count=2931 554 64 490 2377 2275 431 401 1688 238 209 109 70 1569 269 1300 1183 183 1000 335 665 537 319 65 254 216 117 165 128 87
cat_boundaries=0 30 57 59 60 61 73 74 76 78 79
cat_threshold=1073741824 4 0 134217728 0 1 262144 0 1 0 0 0 8192 0 268435456 4096 0 0 33554432 0 2147483776 0 0 8 0 0 64 0 524288 4096 0 0 0 0 2147549184 0 0 0 0 32768 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 16384 4 83951616 32 16821570 16779266 16 2048 0 0 0 0 0 2147483648 0 0 0 4 8 0 2080 0 8212 1066336
is_linear=0
shrinkage=0.04


Tree=821
num_leaves=31
num_cat=7
split_feature=7 8 11 2 2 2 8 3 2 1 5 2 2 11 2 7 8 2 1 2 2 2 3 2 2 2 3 2 2 2
split_gain=1.14196 0.846038 0.491331 0.681664 0.596557 0.495431 0.357873 0.324159 0.461831 0.322104 0.404726 0.272174 0.296204 0.244922 0.234319 0.23122 0.237988 0.211639 0.191503 0.689238 0.205711 0.31133 0.183184 0.178068 0.173224 0.2246 0.203029 0.183963 0.170115 0.164993
threshold=0 1 2 15.500000000000002 88.500000000000014 11.500000000000002 3 2016.5000000000002 19.500000000000004 4.5000000000000009 1.5000000000000002 298.50000000000006 4.5000000000000009 4 84.500000000000014 5 6 19.500000000000004 1.5000000000000002 14.500000000000002 76.500000000000014 62.500000000000007 1.0000000180025095e-35 14.500000000000002 53.500000000000007 47.500000000000007 2013.5000000000002 23.500000000000004 80.500000000000014 572.00000000000011
decision_type=9 9 9 8 10 10 9 10 10 10 10 10 8 9 8 9 9 10 10 10 10 10 10 10 10 10 8 10 10 8
left_child=7 13 3 5 -5 -3 9 15 -9 -4 -11 12 -8 -2 17 -1 23 -15 19 -14 21 24 -22 -17 25 26 27 -20 -25 -18
right_child=1 2 6 4 -6 -7 11 8 -10 10 -12 -13 18 14 -16 16 29 -19 20 -21 22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=1.7783325776143952e-05 1.0513861161484208e-05 -4.596293979551023e-05 2.8909935840640547e-05 9.7185818418357247e-07 -4.0145845174001358e-05 -1.1188850742516834e-05 3.635244654192672e-06 2.8285369671520257e-05 -1.9425174456081899e-05 -1.4977516855211574e-05 5.4489296664893609e-06 0.00087903171037285251 0.00079676643626547488 3.7673528069881881e-07 2.418088857368898e-06 -4.3780309397710689e-07 1.8482552911559092e-06 -2.0553070710758315e-05 -2.3043873380012578e-06 -6.4531713601323563e-05 9.6376469505774076e-08 -2.0399669695690615e-05 1.7120308235331788e-05 8.6916760512593791e-06 1.2282349066637875e-06 -1.3462925031469823e-05 2.1595586190829802e-07 -3.1502701788884463e-05 -5.638276328035022e-07 5.2863116765305663e-06
leaf_weight=108 163 53 30 115 29 26 194 26 26 60 25 30 42 38 38 37 608 25 69 29 92 35 35 37 33 46 679 62 41 143
leaf_count=108 163 53 30 115 29 26 194 26 26 60 25 30 42 38 38 37 608 25 69 29 92 35 35 37 33 46 679 62 41 143
internal_value=0.00061042 3.67536e-05 -0.000297345 -0.002 -0.000441379 -0.00505 -2.44564e-05 0.00168177 -0.00135849 -0.00206349 -0.00348837 0.00016507 7.89675e-05 0.00209455 0.000392857 0.00186256 0.00157811 -0.0010625 -0.00017097 -0.00216667 -3.42204e-05 -0.000242162 0.00146875 -0.00015873 -9.43819e-05 -0.000205367 -4.93217e-05 -0.00148485 0.000911393 0.00184252
internal_weight=2974 1948 1684 223 144 79 1461 1026 52 115 85 1346 1316 264 101 974 866 63 1122 71 1051 924 127 115 889 856 810 131 78 751
internal_count=2974 1948 1684 223 144 79 1461 1026 52 115 85 1346 1316 264 101 974 866 63 1122 71 1051 924 127 115 889 856 810 131 78 751
cat_boundaries=0 18 45 48 77 78 91 111
cat_threshold=16385 268435601 1711276032 0 34 134217728 131072 4202496 2048 8240 32 320 268435472 268435456 0 0 1073745936 32768 16 0 0 0 2147549184 1 0 2147483648 0 0 0 4 0 512 0 0 0 0 0 2048 0 0 4194304 0 0 16384 4 32768 2147550208 524288 0 8 4 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 0 8 0 0 0 0 524288 4 16384 268435472 33554432 0 0 0 0 8192 0 16 0 64 268435472 0 4 0 134217728 0 0 262144 2147483648 0 0 0 2048 2048 0 0 0 0 0 0 8192
is_linear=0
shrinkage=0.04


Tree=822
num_leaves=31
num_cat=12
split_feature=7 8 9 12 1 12 17 5 12 3 8 1 8 3 9 5 3 1 3 13 12 1 3 3 3 3 1 1 1 3
split_gain=0.901272 0.655854 0.675827 0.451255 0.438886 0.421519 0.347994 0.558585 0.348301 0.256117 0.252596 0.251319 0.243658 0.237713 0.229644 0.275785 0.283521 0.30299 0.213466 0.273091 0.172458 0.156643 0.160653 0.154912 0.215419 0.111581 0.100857 0.09964 0.0855893 0.23229
threshold=0 1 2 3 4.5000000000000009 4 5 1.5000000000000002 6 2004.5000000000002 7 4.5000000000000009 8 1996.5000000000002 9 3.5000000000000004 1997.5000000000002 5.5000000000000009 2004.5000000000002 10 11 5.5000000000000009 1980.5000000000002 2008.5000000000002 2014.5000000000002 2017.5000000000002 3.5000000000000004 5.5000000000000009 5.5000000000000009 1999.5000000000002
decision_type=9 9 9 9 8 9 9 10 9 10 9 8 9 10 9 8 10 8 8 9 9 8 10 10 10 10 8 10 8 8
left_child=20 5 21 9 -5 11 7 13 18 -4 -7 -2 27 -6 23 -16 17 -17 -8 -20 -1 22 -3 28 -25 26 -12 -13 29 -10
right_child=1 2 3 4 6 10 8 -9 14 -11 25 12 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.1659242185768755e-07 2.1741142327591215e-06 -3.0626679590285116e-05 -3.7101997171404891e-06 -1.0048254982648796e-05 -1.8088087941168178e-06 1.8671075799489436e-07 -1.9721769090713747e-06 6.5933349266416206e-06 -2.1725729536523473e-05 -4.472068454238143e-05 6.4027620198872419e-07 -1.6911430109502113e-07 7.9605264838517273e-07 -5.0565381050484055e-05 4.0934996153602209e-06 -3.4418315492956021e-05 6.9893382875170726e-05 4.1441271207113154e-06 1.861032837591531e-06 1.8644817358994194e-05 6.7722280234954709e-06 -3.4766174726695314e-06 -2.0433367592837529e-05 -1.9602335419396576e-05 3.3393042874828155e-06 1.1083359788654723e-07 1.6303482112515183e-06 8.2972659711799677e-07 5.3329843162281905e-06 2.2672562384991501e-05
leaf_weight=131 69 72 124 41 135 105 30 55 27 35 44 159 143 35 70 64 39 31 115 178 279 41 30 33 52 27 467 53 58 205
leaf_count=131 69 72 124 41 135 105 30 55 27 35 44 159 143 35 70 64 39 31 115 178 279 41 30 33 52 27 467 53 58 205
internal_value=0.000565807 0.000277865 -0.000270088 2.09269e-05 0.000298558 0.00102783 0.000450355 -0.000932203 0.000797371 -0.00190588 0.00166972 3.67818e-05 -0.000393258 -0.00210526 0.00019661 -0.000855814 -0.00195556 -0.003125 0.00183234 0.00221769 0.00228029 -0.00277922 -0.00380583 0.000777202 -0.000697674 0.0020255 0.00219531 -0.00121973 0.00123711 0.0015794
internal_weight=2947 2537 1470 1327 1168 1067 1127 225 902 159 643 424 355 170 579 204 134 95 323 293 410 143 102 375 85 538 511 212 290 232
internal_count=2947 2537 1470 1327 1168 1067 1127 225 902 159 643 424 355 170 579 204 134 95 323 293 410 143 102 375 85 538 511 212 290 232
cat_boundaries=0 17 46 48 49 51 52 54 80 103 105 106 108
cat_threshold=1 268435456 1677721600 270336 0 0 0 541073408 33554432 268435472 32 256 0 268435456 0 0 4112 268435472 8 4 0 2147549184 0 0 0 0 0 0 4 0 512 0 4096 0 0 0 2048 384 0 20971520 8 0 49152 0 0 524288 256 8224 16787456 1262912 2 8 67257632 32 0 8 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 0 8 0 16384 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 256 0 16777216 1073741824 2180 12 1182816 32
is_linear=0
shrinkage=0.04


Tree=823
num_leaves=31
num_cat=9
split_feature=7 8 12 6 0 2 12 2 7 2 0 9 1 2 2 12 2 0 2 2 1 0 2 12 2 2 1 0 2 2
split_gain=0.842083 0.620792 0.73394 0.487854 0.435947 0.496684 0.417477 0.531715 0.414722 0.423963 0.371586 0.352453 0.655111 0.505301 0.307583 0.310066 0.294685 0.296407 0.220186 0.359349 0.339018 0.360326 0.390133 0.226867 0.214878 0.28798 0.206029 0.188726 0.186352 0.156872
threshold=0 1 2 3 40.250000000000007 36.500000000000007 4 18.500000000000004 5 40.500000000000007 18.500000000000004 6 5.5000000000000009 14.500000000000002 839.50000000000011 7 25.500000000000004 16.750000000000004 94.500000000000014 28.500000000000004 5.5000000000000009 9.5000000000000018 41.500000000000007 8 3.5000000000000004 25.500000000000004 5.5000000000000009 35.850000000000009 18.500000000000004 19.500000000000004
decision_type=9 9 9 9 10 10 9 8 9 8 10 9 8 8 8 9 10 10 10 10 10 10 10 9 10 10 8 10 10 10
left_child=4 6 8 18 5 24 7 -2 -3 16 -9 14 13 -13 15 -5 28 -18 19 23 21 -21 -23 -4 -1 -26 -12 -16 -10 -15
right_child=1 2 3 11 -6 -7 -8 10 9 -11 26 12 -14 29 27 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.2191972231400193e-05 3.8540203096216804e-06 2.0639427844284286e-05 1.1333130402862211e-05 -6.8917765568666287e-07 -7.7424417247430667e-05 2.2192729514519792e-07 5.0259483657646942e-06 -1.6528491295335996e-05 1.163016141694038e-07 1.8073294859865917e-06 1.2279538936295495e-06 -1.4743828584333849e-06 2.2146860676364767e-05 -0.0001167747648900532 -1.7573612041251907e-05 7.7347760744458141e-06 -1.3042344231343386e-06 1.4922237082519054e-07 4.4354597375082046e-06 6.0340158747023537e-07 3.7089699302317499e-06 -5.7524345058850629e-07 -1.6727152258813452e-07 6.4586929342583854e-07 -4.2270593243653383e-08 -4.3824457156759675e-06 -1.1360613435571006e-05 -3.6986196756812292e-06 9.8973576662577499e-07 -4.824636076045278e-05
leaf_weight=29 96 117 109 249 36 69 423 31 255 224 75 114 75 28 25 143 30 56 51 25 43 39 70 124 95 25 62 40 74 118
leaf_count=29 96 117 109 249 36 69 423 31 255 224 75 114 75 28 25 143 30 56 51 25 43 39 70 124 95 25 62 40 74 118
internal_value=0.000406642 0.000614703 0.000255446 -0.000338607 -0.00175094 -0.00113242 0.0016447 0.000349091 0.00123077 0.000793846 -0.000994083 -0.000936488 -0.00190751 -0.00291188 -0.000196581 0.000223919 4.80771e-05 -0.00202299 0.000686441 0.000389295 -0.000966292 -0.00195556 -0.00294545 0.0014188 -0.00242667 -0.00165289 -8.69564e-05 -0.00272727 0.00059394 -0.00446258
internal_weight=2950 2696 2009 1253 254 218 687 264 756 639 168 792 335 260 457 392 415 86 461 410 177 134 109 233 149 120 137 65 329 146
internal_count=2950 2696 2009 1253 254 218 687 264 756 639 168 792 335 260 457 392 415 86 461 410 177 134 109 233 149 120 137 65 329 146
cat_boundaries=0 18 44 46 47 49 66 68 69 70
cat_threshold=268435458 0 0 526340 0 8258 33554432 268435456 0 0 0 0 0 0 0 32 128 128 268435472 2048 0 0 2147483648 1 0 0 0 0 0 4 8192 1049088 0 4096 0 0 4096 10240 384 0 4194304 0 0 268451840 180512 32 88 165184 32 0 129 68157440 0 0 0 0 0 2048 8192 0 0 0 0 0 0 1073741824 0 6144 17827906 67174402
is_linear=0
shrinkage=0.04


Tree=824
num_leaves=31
num_cat=9
split_feature=8 7 12 9 12 2 4 2 2 2 2 0 4 3 5 7 2 5 2 2 12 0 15 2 0 0 0 17 2 0
split_gain=1.09958 0.746577 0.629326 0.513788 0.392029 0.435312 0.501995 0.385953 0.725276 0.596566 0.583943 0.34537 0.317748 0.287251 0.282685 0.264832 0.368571 0.255973 0.349594 0.243141 0.221254 0.212586 0.443483 0.426337 0.381608 0.376639 0.211147 0.207915 0.388808 0.206229
threshold=0 1 2 3 4 77.500000000000014 55828770000.000008 41.500000000000007 23.500000000000004 17.500000000000004 7.5000000000000009 37.250000000000007 1972110000.0000002 1999.5000000000002 1.0000000180025095e-35 5 4.5000000000000009 2.5000000000000004 12.500000000000002 136.50000000000003 6 12.250000000000002 7 182.50000000000003 44.07500000000001 32.500000000000007 38.20000000000001 8 14.500000000000002 24.500000000000004
decision_type=9 9 9 9 9 10 8 10 10 10 10 10 10 8 10 9 10 8 10 10 9 8 9 8 10 10 8 9 8 10
left_child=17 4 3 7 11 13 -7 8 9 10 26 -2 20 -6 -12 16 -15 18 -1 -8 -4 -22 23 24 25 -23 -3 28 -24 -5
right_child=1 2 12 29 5 6 19 -9 -10 -11 14 -13 -14 15 -16 -17 -18 -19 -20 -21 21 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.1359287098502024e-05 6.5807629661155618e-07 -1.5960456182706081e-05 3.8290895085520105e-06 -8.1087466509119398e-06 -1.4056040740884628e-05 3.6602142686348793e-05 -1.7299954328628143e-06 1.1991851983458557e-08 -2.0801064270362546e-06 2.646553810890391e-05 -3.1978017463065199e-06 -3.3494459273652253e-05 -5.2162203780256578e-05 -1.9391748147512546e-06 -1.0244343772269364e-05 7.1109631529117483e-06 7.4397657550760656e-07 1.9508733881231669e-06 4.6450339865624316e-05 2.2243465508452265e-07 -2.9617456347924896e-06 3.9673568558384886e-07 -2.3034929217940786e-05 -0.00027039535310194768 1.1571607801316531e-05 -1.3554784833198452e-05 1.7212533727493917e-05 4.7409870495450936e-06 1.4772090287065193e-05 1.0675780094881716e-05
leaf_weight=26 73 70 135 31 27 35 46 177 93 42 119 79 25 46 27 297 160 416 31 78 28 76 42 25 34 215 115 129 69 193
leaf_count=26 73 70 135 31 27 35 46 177 93 42 119 79 25 46 27 297 160 416 31 78 28 76 42 25 34 215 115 129 69 193
internal_value=0.000512162 0.000169804 -0.000326087 -0.0010615 0.00113146 0.00153714 -0.000275 -0.00163303 -0.00226124 -0.00146524 -0.00203614 -0.000687116 0.000496832 0.00210923 -0.00391837 0.0023254 0.00103226 0.0022562 -0.000206896 -0.001472 0.00065252 0.000305247 0.000473773 -0.000443213 -6.13495e-05 -0.000534246 -0.000537634 0.00175299 0.000360656 0.000578724
internal_weight=2959 2486 1645 867 841 689 159 643 466 373 331 152 778 530 146 503 206 473 57 124 753 618 590 350 325 291 185 240 111 224
internal_count=2959 2486 1645 867 841 689 159 643 466 373 331 152 778 530 146 503 206 473 57 124 753 618 590 350 325 291 185 240 111 224
cat_boundaries=0 30 47 49 51 52 69 70 71 72
cat_threshold=268435456 2048 0 0 2147557376 0 0 0 0 0 0 2052 0 1048576 0 0 0 0 0 10240 384 0 4194304 0 0 0 4 0 0 4096 16385 144 1677721600 526340 34 2 131072 536879104 2048 134217744 8224 0 144 268435456 67108864 0 1073741968 68307202 32 0 14356 67109984 1 0 0 0 32 0 131072 0 0 0 32 0 0 0 0 0 1073741824 9216 201326592 41
is_linear=0
shrinkage=0.04


Tree=825
num_leaves=31
num_cat=3
split_feature=9 5 2 0 4 4 1 4 2 14 3 0 4 0 2 2 3 2 2 2 0 2 4 1 2 13 2 2 5 2
split_gain=0.475027 0.438774 0.314028 0.373981 0.314845 0.560122 0.759663 0.347239 0.57414 0.340205 0.286055 0.263943 0.255148 0.319253 0.284342 0.373738 0.36908 0.55451 0.524273 0.355109 0.281625 0.286578 0.264124 0.252179 0.243437 0.22186 0.389544 0.725728 0.406693 0.291376
threshold=0 3.5000000000000004 4.5000000000000009 36.900000000000006 21074995000.000004 11029.500000000002 4.5000000000000009 2091500000.0000002 19.500000000000004 1 2002.5000000000002 55.500000000000007 199.50000000000003 37.750000000000007 5.5000000000000009 8.5000000000000018 2010.5000000000002 36.500000000000007 22.500000000000004 725.00000000000011 45.425000000000004 9.5000000000000018 199.50000000000003 4.5000000000000009 76.500000000000014 2 60.500000000000007 32.500000000000007 1.0000000180025095e-35 15.500000000000002
decision_type=9 8 8 10 10 10 10 10 10 9 10 10 8 10 8 8 10 10 10 10 8 10 10 10 8 9 10 10 10 10
left_child=1 -1 3 -2 5 9 24 8 -8 -4 -3 12 13 -11 -14 -16 19 18 -18 20 21 23 25 -17 -7 26 27 29 -29 -23
right_child=2 10 4 -5 -6 6 7 -9 -10 11 -12 -13 14 -15 15 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.7675844713759574e-05 2.4980987591406381e-09 9.3639192874904672e-06 6.05153985015742e-05 2.2500526388897926e-05 6.146997042944625e-05 0.0016999380238482979 -6.3345087148077624e-05 -8.7390857425013987e-06 -1.1876459033320469e-06 1.1522574016754392e-06 -0.00012927585561472383 -1.5193292318645331e-06 -1.1580469785485775e-05 -4.2941859910553348e-05 7.4166798533359969e-06 3.9670415108586778e-05 -1.4439511121260414e-06 8.2754512215317467e-06 -4.4852710760193326e-05 -9.4127785092951823e-06 7.3423496140603686e-06 -7.8344596060585625e-07 9.1781762625652134e-06 -5.8605591976921949e-06 -1.0716808777425967e-05 1.3313481259262147e-06 7.4984264339647273e-07 -7.2473545965704008e-07 5.3471944913881222e-06 4.3466499421666315e-07
leaf_weight=26 131 79 106 199 39 42 27 37 26 27 29 26 74 31 125 92 89 70 42 47 64 165 83 79 46 538 185 157 25 233
leaf_count=26 131 79 106 199 39 42 27 37 26 27 29 26 74 31 125 92 89 70 42 47 64 165 83 79 46 538 185 157 25 233
internal_value=0.000420408 -0.00182069 0.000532671 0.00169184 0.000379645 0.000321707 -0.0018324 -0.0043956 -0.00644444 0.000492253 -0.000807339 0.000373555 0.000425012 -0.00216949 0.000498792 0.000589474 0.000447059 -0.00116832 -0.00269697 0.000642301 0.000742294 0.000634146 0.000824802 -0.000906977 0.000808989 0.000684049 0.000231959 -0.000275387 -0.00236066 0.000681704
internal_weight=2939 134 2805 330 2475 2436 178 90 53 2258 108 2152 2126 58 2068 1994 1869 201 131 1668 1621 1557 1386 171 88 1303 765 580 182 398
internal_count=2939 134 2805 330 2475 2436 178 90 53 2258 108 2152 2126 58 2068 1994 1869 201 131 1668 1621 1557 1386 171 88 1303 765 580 182 398
cat_boundaries=0 2 3 4
cat_threshold=256 32 129 10
is_linear=0
shrinkage=0.04


Tree=826
num_leaves=31
num_cat=12
split_feature=7 8 9 17 0 12 3 7 12 15 0 2 2 12 2 2 2 1 2 3 3 3 12 0 2 2 12 2 2 12
split_gain=0.960333 0.969688 0.524408 0.462244 0.390545 0.379945 0.503112 0.373657 0.401432 0.801599 0.662515 0.5151 1.17713 0.49556 0.549598 0.475236 0.538312 0.377576 0.344543 0.341258 0.459045 0.307391 0.289991 0.278713 0.390667 0.401373 0.277803 0.341289 0.258887 0.253306
threshold=0 1 2 3 30.500000000000004 4 2019.5000000000002 5 6 7 37.250000000000007 30.500000000000004 44.500000000000007 8 2.5000000000000004 9.5000000000000018 5.5000000000000009 2.5000000000000004 79.500000000000014 2008.5000000000002 2001.5000000000002 1999.5000000000002 9 31.500000000000004 11.500000000000002 5.5000000000000009 10 57.500000000000007 220.50000000000003 11
decision_type=9 9 9 9 10 9 8 9 9 9 10 8 10 9 10 10 10 10 10 8 10 8 9 10 10 8 9 10 10 9
left_child=21 22 5 4 -4 -3 -7 -5 15 10 11 -10 -13 14 -11 16 17 -9 -6 20 -17 -1 23 -2 25 -25 -12 -28 -20 -23
right_child=1 2 3 7 18 6 -8 8 9 13 26 12 -14 -15 -16 19 -18 -19 28 -21 -22 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.5702672587430031e-05 -6.9370372385352607e-07 2.9783960774393037e-05 -1.4894335229116837e-05 -1.282293498600055e-06 4.7198376900049846e-07 -6.5435755125324064e-06 3.266870758484106e-06 -6.9202807926263914e-05 3.6347965838956496e-07 3.1622190620268501e-05 -5.9117129701159531e-05 -5.8991738837953792e-07 6.0693228793228679e-07 2.8190263459802642e-06 -8.1761365743032111e-05 0.00044623398035483191 -2.7967204922472456e-06 8.9278773076273419e-06 -3.114950041489066e-05 1.5264072535339205e-06 -0.00012498544919062711 2.2087138008527927e-07 2.5768159877643241e-06 0.00029466394800963842 1.9505059619557443e-06 -6.9994495554923012e-06 -1.5557715051034466e-05 0.00055196532896884724 -9.7470261059655716e-07 6.3326059913635935e-06
leaf_weight=26 36 114 25 123 92 57 104 49 101 36 100 27 72 276 98 37 60 120 57 305 26 100 243 26 68 28 153 26 41 336
leaf_count=26 36 114 25 123 92 57 104 49 101 36 100 27 72 276 98 37 60 120 57 305 26 100 243 26 68 28 153 26 41 336
internal_value=0.000394195 7.96497e-05 -0.000267298 -0.000514441 -0.00221239 0.00132867 2.3256e-05 -0.000274074 -9.08482e-05 -0.000626667 -0.00172245 1.4827e-10 -0.00204 0.000665083 -0.00126897 0.000703947 -0.000713043 0.000447059 -0.00167539 0.00160434 -0.0010625 0.00204651 0.00185437 0.000426036 0.00136585 -0.00116364 -0.00301429 -0.00170526 -0.00331313 0.00234325
internal_weight=2962 2500 2099 1824 215 275 161 1609 1486 889 479 200 99 410 134 597 229 169 190 368 63 462 401 158 122 54 279 179 98 436
internal_count=2962 2500 2099 1824 215 275 161 1609 1486 889 479 200 99 410 134 597 229 169 190 368 63 462 401 158 122 54 279 179 98 436
cat_boundaries=0 17 43 45 46 47 65 66 67 69 70 72 74
cat_threshold=3 268435600 1677721600 2621440 2 134217728 0 536879104 0 134217728 32800 256 16 0 0 0 16 0 2048 4 0 2147549184 0 0 2147483648 0 0 0 4 0 1048576 0 0 0 0 4096 2048 256 0 4194304 8 0 49152 1073741825 132 7 1081346 131072 0 0 4 0 0 0 268435456 0 32 0 0 0 0 0 0 1073741824 128 150594 201326592 65536 32 68289794 1081600 2 16778272 32
is_linear=0
shrinkage=0.04


Tree=827
num_leaves=31
num_cat=12
split_feature=7 8 12 7 0 1 12 2 7 2 9 9 12 2 2 1 2 17 12 3 8 2 1 2 3 2 2 3 2 2
split_gain=0.947891 0.83002 0.735249 0.528387 0.503385 0.49841 0.498313 0.473072 0.463377 0.320713 0.395159 0.348465 0.553735 0.302202 0.291681 0.261684 0.252408 0.250866 0.232244 0.257102 0.231171 0.450202 0.224993 0.210014 0.202919 0.189052 0.663868 0.174472 0.174395 0.208301
threshold=0 1 2 3 24.500000000000004 5.5000000000000009 4 64.500000000000014 5 21.500000000000004 6 7 8 18.500000000000004 229.00000000000003 4.5000000000000009 17.500000000000004 9 10 2012.5000000000002 11 12.500000000000002 5.5000000000000009 122.50000000000001 2012.5000000000002 34.500000000000007 20.500000000000004 2017.5000000000002 5.5000000000000009 12.500000000000002
decision_type=9 9 9 9 10 8 9 8 9 8 9 9 9 10 8 10 10 9 9 8 9 8 10 10 8 10 8 10 10 10
left_child=2 6 25 -3 5 13 8 16 -2 10 18 14 23 -5 24 -9 -4 -14 -6 -20 21 -8 28 -13 -11 26 -1 -22 -10 -30
right_child=1 3 7 4 9 -7 20 15 22 11 -12 12 17 -15 -16 -17 -18 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.7534671873280681e-05 -1.5768372313769e-07 1.1864623150188436e-05 1.1716035210514516e-07 5.2747064369743036e-06 1.7694095807435276e-06 -0.00010520985626456751 -5.9185211246274999e-06 5.0464869083848963e-06 3.4431366921214064e-05 -3.775384585515609e-07 1.3285241704423417e-05 1.6300517793729585e-05 8.3737648161847153e-07 -5.2326719905941294e-06 0.00064378399310677432 -5.2755005050527652e-06 2.9501317297390495e-06 -1.7295350921066819e-05 0.0013759929706536945 -5.9263298140741114e-06 2.0218869858271986e-06 1.6972288651400988e-05 3.2906015367989058e-06 -4.926046296713744e-06 -4.8046964844527306e-05 -7.1404987784525224e-06 0.00056643741891702394 9.0812668121573627e-07 -2.8528195902119748e-06 3.9049284033865206e-07
leaf_weight=82 171 167 78 44 114 28 33 29 48 30 319 96 108 49 26 29 62 221 27 175 432 154 52 36 50 34 27 29 30 136
leaf_count=82 171 167 78 44 114 28 33 29 48 30 319 96 108 49 26 29 62 221 27 175 432 154 52 36 50 34 27 29 30 136
internal_value=0.000488173 0.000750193 -0.00146591 0.000133245 -0.000140929 -0.00259016 0.00158759 0.00015311 0.000508929 0.000106401 0.000723271 -0.000584507 -7.6271e-05 -0.00114894 -0.00252991 -0.00284746 0.00141844 -0.000952941 -0.000293578 -0.0010892 0.00229439 0.000949495 0.00153069 0.00201399 -0.00395062 -0.00355844 -0.00294545 0.00280508 0.00100465 0.000383234
internal_weight=2916 2575 341 1490 1323 121 1085 198 437 1202 635 567 461 93 106 58 140 329 316 202 648 187 266 132 80 143 109 461 214 166
internal_count=2916 2575 341 1490 1323 121 1085 198 437 1202 635 567 461 93 106 58 140 329 316 202 648 187 266 132 80 143 109 461 214 166
cat_boundaries=0 16 46 48 65 67 76 78 80 82 83 84 107
cat_threshold=268566528 0 8192 526852 65536 66 0 268435456 33554432 8192 0 2097280 268435456 0 0 32 0 8 0 0 2147549184 1 0 2147483648 0 0 0 133124 2048 512 0 4096 0 0 4096 10240 256 0 20971520 0 0 16384 4 0 0 8192 16828418 2 0 0 1073741824 0 0 0 33685504 8192 0 0 0 0 16 0 0 0 1073741840 68362240 34 0 0 67108864 0 0 0 0 131072 65536 0 6144 0 16388 164896 32 14 100416 0 0 0 0 0 0 0 0 0 0 0 133120 0 512 0 4096 0 0 4096 0 0 0 4194304
is_linear=0
shrinkage=0.04


Tree=828
num_leaves=31
num_cat=8
split_feature=8 11 5 3 2 2 2 8 2 12 0 12 0 3 0 12 2 2 0 2 12 4 1 4 0 2 6 2 2 2
split_gain=1.42685 0.498942 0.297592 0.293662 0.436631 0.276206 0.717131 0.333421 0.365183 0.413994 0.407264 0.363608 1.30218 0.902013 0.316377 0.298906 0.276033 0.239241 0.237141 0.546488 0.245953 0.232087 0.266781 0.231032 0.219855 0.208601 0.207587 0.321928 0.320186 0.226398
threshold=0 1 2.5000000000000004 1993.5000000000002 80.500000000000014 53.500000000000007 47.500000000000007 2 23.500000000000004 3 16.750000000000004 4 39.07500000000001 1996.5000000000002 39.07500000000001 5 34.500000000000007 35.500000000000007 23.500000000000004 13.500000000000002 6 2331015000.0000005 5.5000000000000009 16000.000000000002 16.750000000000004 29.500000000000004 7 89.500000000000014 68.500000000000014 89.500000000000014
decision_type=9 9 8 10 10 10 10 9 10 9 10 9 10 10 10 9 10 10 10 8 9 8 10 8 10 10 9 10 10 10
left_child=2 3 23 4 -2 6 7 -3 10 17 -9 14 -13 -14 -11 26 -16 25 19 -12 21 -20 -23 -1 -8 -10 27 28 -7 -28
right_child=1 5 -4 -5 -6 15 24 8 9 11 18 12 13 -15 16 -17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=3.2936691349484881e-05 7.7292302635589035e-06 1.7323812724293667e-06 5.8891448680901376e-06 -4.3512228272971712e-05 -1.9445509472715092e-05 2.6393614263481637e-06 4.3580704635301164e-08 2.2243562433282096e-06 1.0475919402729661e-05 2.673894577435061e-07 1.0924489200139289e-06 -1.8023421871523013e-05 6.1930785603390594e-05 -3.3045480126524197e-05 2.0469515047468835e-06 1.5693751780925211e-06 -0.00016166148193175707 9.4618580176763239e-07 -1.4158834336213977e-05 -5.3364792886724975e-06 1.8136457684299589e-06 3.0942564657915202e-06 -0.00010207010581792832 -2.8886031539904711e-07 -6.1576755105701255e-05 -5.55112084178363e-07 3.3424152223659198e-06 1.791641478031515e-06 -4.4846981874514812e-06 -1.7554606516821736e-05
leaf_weight=25 44 122 375 27 31 38 25 178 26 61 30 71 64 34 25 272 26 50 43 26 657 227 38 70 46 46 42 77 38 73
leaf_count=25 44 122 375 27 31 38 25 178 26 61 30 71 64 34 25 272 26 50 43 26 657 227 38 70 46 46 42 77 38 73
internal_value=0.000587345 0.000191177 0.00257796 -0.00240708 -0.00131579 0.000315431 7.79511e-05 0.00024116 7.93554e-05 -0.000960396 0.00043 -0.00176712 -0.00291111 -8.08079e-05 6.50408e-05 0.00110906 -0.00223077 0.000962406 0.000121331 -0.00238596 0.000269151 -0.000652037 -0.000225564 0.000625 -0.00383333 -0.000438356 0.000114695 0.00104878 -0.000727273 -0.00111111
internal_weight=2907 2437 470 102 75 2335 1795 1724 1602 403 1199 281 169 98 112 540 51 122 1021 56 965 308 265 95 71 72 268 153 76 115
internal_count=2907 2437 470 102 75 2335 1795 1724 1602 403 1199 281 169 98 112 540 51 122 1021 56 965 308 265 95 71 72 268 153 76 115
cat_boundaries=0 29 31 38 40 41 42 44 45
cat_threshold=16 2 4 0 2147549184 1 0 2147483648 0 0 0 133124 0 0 268435456 0 0 0 0 10240 256 524288 0 0 0 268451840 4 0 524288 3 590368 0 12 0 0 0 0 262144 134208 32 73984 68930 42240 32 140
is_linear=0
shrinkage=0.04


Tree=829
num_leaves=31
num_cat=9
split_feature=7 7 8 9 4 9 2 7 2 6 2 2 3 4 2 2 2 2 2 2 0 2 2 0 0 4 6 2 3 13
split_gain=1.55398 0.808443 0.596636 0.53963 0.400884 0.377768 0.380102 0.384137 0.552491 0.372525 0.656254 0.830221 0.292066 0.270096 0.251441 0.381209 0.243963 0.561679 0.284302 0.349033 0.308978 0.209925 0.259861 0.200249 0.224583 0.310592 0.423834 0.273441 0.362937 0.214017
threshold=0 1 2 3 215.00000000000003 4 725.00000000000011 5 8.5000000000000018 6 15.500000000000002 46.500000000000007 2019.5000000000002 8015305000.000001 51.500000000000007 48.500000000000007 24.500000000000004 27.500000000000004 47.500000000000007 61.500000000000007 18.500000000000004 99.000000000000014 321.00000000000006 48.175000000000004 35.600000000000009 3215.5000000000005 7 13.500000000000002 2020.5000000000002 8
decision_type=9 9 9 9 10 9 10 9 8 9 10 10 8 8 10 10 8 10 10 10 10 10 10 8 10 8 9 8 8 9
left_child=-1 3 -3 -2 -5 6 7 8 -4 10 -7 -12 -11 -14 15 23 -10 -18 -19 -20 -21 -16 -23 24 -9 -26 29 -28 -29 -27
right_child=1 2 5 4 -6 9 -8 14 16 12 11 -13 13 -15 21 -17 17 18 19 20 -22 22 -24 -25 25 26 27 28 -30 -31
leaf_value=5.8752844399131975e-06 2.4327428992018821e-06 1.62915344000234e-06 -2.6124140538429704e-06 -1.5315695298589664e-05 -7.8183587665421486e-05 1.4932279917626121e-06 -1.8216900758437199e-05 8.1725843652077512e-07 1.1020636242874548e-06 0.00045573179529687763 -0.00021984699311630894 -1.0576376283600705e-05 6.5634484663337301e-06 -5.7144767343464837e-06 1.8563052940579426e-06 -1.0561863989051067e-05 -2.6154139220253541e-05 1.2481343970830201e-06 -1.5215521058355512e-06 -1.9183357572013271e-07 8.385061203824659e-06 -2.5623889218603202e-07 0.0020504072762237528 4.1465031994093806e-06 -4.4031543250992455e-05 4.3807959183824687e-06 -1.8429794574682437e-05 -3.4780547744984876e-05 1.2502965731175089e-05 4.9362816149170488e-06
leaf_weight=206 105 370 46 198 43 78 45 327 91 46 49 44 46 152 159 31 40 58 27 31 39 80 29 32 54 182 108 26 89 149
leaf_count=206 105 370 46 198 43 78 45 327 91 46 49 44 46 152 159 31 40 58 27 31 39 80 29 32 54 182 108 26 89 149
internal_value=0.000536733 0.000278636 0.000537926 -0.0015014 -0.00252381 0.000266796 0.000539299 0.000645404 -0.000559767 -0.000798122 -0.00217582 -0.00455319 0.000219608 -0.000442211 0.000958497 0.000672673 8.36238e-05 -0.000714286 0.000384616 -0.000938775 0.00056338 0.00205204 0.000690909 0.00081405 0.000705128 0.00024959 0.000533333 -0.000803419 0.000517242 0.0014152
internal_weight=2980 2774 2428 346 241 2058 1643 1598 332 415 171 93 244 198 1266 998 286 195 155 97 70 268 109 967 935 608 554 223 115 331
internal_count=2980 2774 2428 346 241 2058 1643 1598 332 415 171 93 244 198 1266 998 286 195 155 97 70 268 109 967 935 608 554 223 115 331
cat_boundaries=0 14 32 58 60 62 79 80 81 82
cat_threshold=1 268435472 34865152 8704 0 2 0 8192 0 0 32768 256 67108992 268435456 268566528 0 536879104 2048 0 8256 0 268435456 33556480 0 8192 128 0 0 0 32 0 128 16 4 0 0 0 0 0 0 0 0 0 4 10240 0 0 0 0 0 0 8192 128 0 4194304 8 0 16384 0 20612 1073872896 22532 2 0 0 2097156 0 0 131072 0 0 0 0 0 0 0 0 0 4112 132 332 10
is_linear=0
shrinkage=0.04


Tree=830
num_leaves=31
num_cat=8
split_feature=8 8 3 9 4 0 12 6 2 0 15 6 2 3 2 0 0 2 2 2 2 3 4 4 17 0 2 0 3 2
split_gain=1.1434 0.495114 0.794406 0.689451 0.449645 0.383531 0.33177 0.621283 0.541262 0.446633 0.486984 0.881893 0.554331 0.564678 0.30112 0.380378 0.29021 0.285363 0.268218 0.260911 0.609345 0.291684 0.256872 0.553415 0.235388 0.308106 0.246145 0.223874 0.305267 0.204297
threshold=0 1 2019.5000000000002 2 267495000.00000003 37.250000000000007 3 4 277.00000000000006 12.250000000000002 5 6 67.500000000000014 2004.5000000000002 6.5000000000000009 35.850000000000009 38.57500000000001 89.500000000000014 43.500000000000007 23.500000000000004 31.500000000000004 2014.5000000000002 20046740000.000004 9530980000.0000019 7 40.250000000000007 10.500000000000002 16.750000000000004 2020.5000000000002 23.500000000000004
decision_type=9 9 8 9 10 8 9 9 8 8 9 9 10 8 8 10 10 10 8 10 10 8 10 10 9 10 8 10 8 8
left_child=-1 2 -2 5 6 -3 9 8 16 -5 11 12 13 -11 15 -9 -8 -13 -4 21 -21 -7 23 -6 25 26 -12 29 -29 -15
right_child=1 3 18 4 22 19 7 14 -10 10 24 17 -14 27 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.5358770199711008e-06 -3.7731456131304577e-05 5.3794970993722605e-06 2.003239238067118e-06 -9.6226053564445313e-07 -3.2200313987633979e-05 -1.4181187047766814e-05 1.2727223031333086e-05 1.2234497568964326e-05 -0.00025244331518145205 -0.00019152589962862263 5.2791460619571084e-06 9.6393988933124193e-06 1.5305384720281414e-07 2.2745490639056931e-06 1.1052638931053936e-06 -3.5887572043036221e-05 -6.2169737707409119e-06 -1.0243860123157185e-05 -0.00034032587218922697 -4.5779115668165987e-05 3.0335137344263488e-06 1.6672993587315907e-05 8.7790999941158048e-06 -5.4265704878181908e-05 2.2734458616611422e-06 1.1764449790264197e-05 -1.6337822635838192e-05 1.4247180052423262e-05 -1.3141848356983009e-05 -4.7664480198247294e-07
leaf_weight=506 29 121 55 49 101 37 35 44 26 32 37 182 55 41 540 59 145 30 25 29 74 165 38 26 242 33 53 29 85 40
leaf_count=506 29 121 55 49 101 37 35 44 26 32 37 182 55 41 540 59 145 30 25 29 74 165 38 26 242 33 53 29 85 40
internal_value=0.000503374 0.000141005 -0.00236667 0.00026791 -5.79409e-05 0.00170252 0.000129693 0.000693023 -0.00117972 -0.000400435 -0.000190698 -0.00099802 -0.00243003 -0.00338596 0.00130275 -0.000653846 -0.000441989 0.000932736 -0.000493827 0.000980392 -0.000653846 0.00181281 -0.00204819 -0.00290625 0.000904255 -0.000507463 -0.00175824 -0.00255102 -0.00368696 -0.000926829
internal_weight=2963 2457 109 2348 1922 426 1757 849 206 908 859 494 282 227 643 103 180 212 80 305 103 202 165 127 365 123 90 195 114 81
internal_count=2963 2457 109 2348 1922 426 1757 849 206 908 859 494 282 227 643 103 180 212 80 305 103 202 165 127 365 123 90 195 114 81
cat_boundaries=0 26 56 58 59 60 61 62 63
cat_threshold=268435456 8 0 0 2147549184 0 0 0 0 0 0 133124 2048 0 0 0 0 0 0 10240 128 0 4194304 8 0 268484608 2147483648 0 0 134217728 0 0 0 0 1 0 0 0 0 0 0 0 0 0 33554432 2 2147483648 0 0 0 0 0 64 0 0 4096 1073872896 16388 67250530 258 67108864 140 40
is_linear=0
shrinkage=0.04


Tree=831
num_leaves=31
num_cat=10
split_feature=11 3 9 2 9 1 5 4 4 2 4 12 12 11 2 2 5 2 6 9 2 2 3 6 3 2 2 4 5 12
split_gain=0.561779 1.12007 0.568891 0.564142 0.44931 0.725857 0.614936 0.613605 0.39133 0.355451 1.01101 0.352178 0.249992 0.277604 0.315916 0.227952 0.331565 0.206038 0.191246 0.26244 1.17334 0.603399 0.229167 0.179195 0.354 0.182356 0.172962 0.167134 0.466253 0.163427
threshold=0 1995.5000000000002 1 136.50000000000003 2 5.5000000000000009 2.5000000000000004 72000.000000000015 16829230000.000002 5.5000000000000009 6670500000.000001 3 4 5 15.500000000000002 141.50000000000003 10.500000000000002 37.500000000000007 6 7 16.500000000000004 33.500000000000007 2019.5000000000002 8 1998.5000000000002 100.50000000000001 403.00000000000006 19000.000000000004 1.5000000000000002 9
decision_type=9 10 9 10 9 10 8 10 8 10 10 9 9 9 10 8 8 10 9 9 10 10 8 9 10 8 8 8 8 9
left_child=1 8 12 4 5 6 -4 11 -1 -9 -11 23 -2 14 27 16 -10 -3 29 20 -20 -21 -22 25 -25 -6 -15 -14 -29 -13
right_child=2 17 3 -5 7 -7 -8 9 15 10 -12 18 13 26 -16 -17 -18 -19 19 21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.5291767689271551e-05 1.7434670112378127e-05 -4.0216402429894214e-05 -4.3572414940080887e-05 1.549147346281852e-05 5.3665085117181438e-07 4.0602925094764769e-06 -2.83414927782034e-06 1.759619847636056e-06 -2.1815110944313841e-06 -7.6043814203252796e-05 3.1130203345074552e-07 8.7474990348279326e-07 -1.0357461786805109e-05 1.2036949422868614e-05 2.2726913393243064e-06 -2.1153454607873667e-06 2.9673430247844539e-06 -1.1748822070942223e-05 4.0346627946004092e-06 -1.5259613264724685e-05 -0.00030296822165436308 1.4733749849707339e-05 -7.3443912987539216e-05 0.00017475760261302902 -3.552247657202768e-07 -1.0327735629943587e-05 1.6298771209749909e-06 0.0001352191015430907 -1.2857961781755929e-05 1.295395625723967e-08
leaf_weight=38 116 48 25 176 245 30 120 47 35 33 49 404 25 88 88 34 125 36 65 203 27 56 26 141 46 25 36 29 57 373
leaf_count=38 116 48 25 176 245 30 120 47 35 33 49 404 25 88 88 34 125 36 65 203 27 56 26 141 46 25 36 29 57 373
internal_value=0.000542325 -0.00102752 0.000739866 0.000458611 0.00026096 -0.0016129 -0.00287671 0.000456882 0.000377683 -0.00218462 -0.00375904 0.000672457 0.00203556 0.00135329 0.000361905 0.00110769 0.00173913 -0.00498824 0.000288412 -0.000443299 -0.00192248 0.000281482 -0.00644444 0.00159829 0.00256566 0.000854093 0.00278519 -0.00103571 -0.000183908 0.00064467
internal_weight=2846 316 2530 2091 1915 175 145 1740 232 129 82 1611 439 323 199 194 160 84 1154 377 118 259 53 457 187 270 124 111 86 777
internal_count=2846 316 2530 2091 1915 175 145 1740 232 129 82 1611 439 323 199 194 160 84 1154 377 118 259 53 457 187 270 124 111 86 777
cat_boundaries=0 3 5 7 9 10 11 12 14 15 17
cat_threshold=32769 525856 4097 1075970048 4100 897 32 1221632 2 98560 4 282 0 16528 74 83888130 32
is_linear=0
shrinkage=0.04


Tree=832
num_leaves=31
num_cat=4
split_feature=11 3 0 12 6 4 2 3 3 4 4 3 0 2 2 0 3 2 2 5 12 3 2 2 2 2 2 3 2 2
split_gain=0.419521 0.390693 0.237842 0.242744 0.398598 0.360208 0.297197 0.286712 0.407927 0.281037 0.432168 0.308358 0.373575 0.745946 0.570214 0.619072 0.279752 0.251477 0.247979 0.236572 0.222839 0.35654 0.189775 0.35612 0.261462 0.185283 0.1801 0.193533 0.175728 0.154618
threshold=0 2021.5000000000002 8.5000000000000018 1 2 237200.00000000003 103.50000000000001 2013.5000000000002 1992.5000000000002 1972110000.0000002 6670500000.000001 2008.5000000000002 38.20000000000001 8.5000000000000018 16.500000000000004 15.500000000000002 1999.5000000000002 48.500000000000007 5.5000000000000009 1.5000000000000002 3 2013.5000000000002 385.00000000000006 77.500000000000014 89.500000000000014 44.500000000000007 64.500000000000014 2007.5000000000002 37.500000000000007 542.50000000000011
decision_type=9 8 8 9 9 8 10 10 10 10 10 8 8 8 10 8 10 10 8 8 9 10 10 10 10 10 10 10 10 10
left_child=1 28 -2 4 5 19 9 8 22 11 -11 -6 13 -13 -15 -16 -10 18 -14 -4 -20 -22 23 -5 -25 -17 27 -18 -1 -8
right_child=2 -3 3 7 6 -7 29 -9 16 10 -12 12 17 14 15 25 26 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.1279854451168364e-05 1.2108518837227584e-06 1.039073882549002e-07 -2.7775450579995258e-05 9.7560289433171604e-07 -3.7036598915253975e-05 7.1852603222900693e-06 6.5087417117834397e-06 7.1404913184455102e-06 -4.4404571219722094e-05 -9.3554873422101929e-05 1.8416647694578427e-07 -5.1918714917091303e-06 7.3955836366665178e-06 4.9910556036422148e-06 2.409979193585046e-07 -6.1674312475488223e-07 4.2287378635245045e-06 2.5899304459881969e-05 -4.1516550328741964e-06 8.8424801925473897e-06 1.4788267681106276e-05 -2.1248483498132207e-05 0.00035266869496689652 -2.5941710211961498e-06 2.6394878048866659e-07 -1.3896315971536198e-05 6.7141465439189263e-06 -8.231062499089203e-06 -1.1200641360663273e-05 1.4088712131438896e-05
leaf_weight=26 36 100 37 917 79 407 72 97 27 25 45 45 81 73 121 53 39 39 119 49 132 28 38 29 112 41 28 46 27 25
leaf_count=26 36 100 37 917 79 407 72 97 27 25 45 45 81 73 121 53 39 39 119 49 132 28 38 29 112 41 28 46 27 25
internal_value=0.000591851 -0.00139024 0.000701508 0.000661676 0.000299595 0.00121429 -0.000169868 0.0010506 0.000892482 -0.000403628 -0.0028169 -0.000192118 6.54845e-05 -0.000922156 -0.00016609 -0.0012037 -0.00113475 0.00089 0.000554017 -0.00110345 -1.42856e-05 0.000935673 0.00115223 0.00105005 -0.000816901 -0.00362105 -0.000245614 -0.00116279 -0.00422222 0.00191837
internal_weight=2993 153 2840 2804 1471 493 978 1333 1236 881 70 811 732 333 288 215 140 399 360 86 279 160 1096 1058 141 94 113 85 53 97
internal_count=2993 153 2840 2804 1471 493 978 1333 1236 881 70 811 732 333 288 215 140 399 360 86 279 160 1096 1058 141 94 113 85 53 97
cat_boundaries=0 2 4 5 7
cat_threshold=0 525344 67126370 32 274 96 32
is_linear=0
shrinkage=0.04


Tree=833
num_leaves=31
num_cat=12
split_feature=7 8 12 0 0 8 15 9 0 12 7 11 2 2 0 4 2 2 4 12 6 0 2 12 3 2 2 2 0 2
split_gain=1.43555 0.77022 1.21269 1.1411 0.941805 0.563454 0.508146 0.541074 0.896021 0.571866 0.541994 0.903928 0.470974 0.587114 0.447377 0.437701 0.365457 0.658253 0.47486 0.37847 0.524596 0.35952 0.330478 0.269338 0.322325 0.231405 0.228076 0.329182 0.318821 0.208412
threshold=0 1 2 42.710000000000008 38.57500000000001 3 4 5 48.175000000000004 6 7 8 21.500000000000004 85.500000000000014 35.850000000000009 1514.5000000000002 46.500000000000007 42.500000000000007 5965.0000000000009 9 10 18.500000000000004 84.500000000000014 11 2019.5000000000002 272.00000000000006 18.500000000000004 11.500000000000002 35.850000000000009 28.500000000000004
decision_type=9 9 9 10 10 9 9 9 8 9 9 9 10 10 10 10 10 10 10 9 9 8 10 9 8 10 10 10 10 10
left_child=-1 2 3 4 -2 -3 23 8 14 21 -11 22 -4 -14 -8 -16 17 18 19 -13 -21 -9 -12 24 -7 -18 27 28 -22 -28
right_child=1 5 12 -5 -6 6 7 9 -10 10 11 16 13 -15 15 -17 25 -19 -20 20 26 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=7.3726810297163809e-06 -4.5493850328589938e-06 2.097210181019779e-05 2.5572219782659386e-05 4.6320065300775119e-05 -8.1066846732219888e-05 -1.3550147172603874e-05 1.2833649522945151e-05 -5.9188434197822453e-07 -3.1047522383187796e-05 5.0851420962876342e-07 -2.5663992067848086e-06 3.689097330630072e-06 -0.00011254646329101767 2.6987882915364784e-06 4.9833122114254783e-07 8.199077546999042e-06 7.9116792892094134e-06 -8.8623371570037581e-06 -6.5903400756232381e-05 2.7085756638996952e-06 -0.0002591292244716441 -3.8227940004070801e-06 4.81027645166782e-07 2.8272961835499707e-06 4.8548719026235179e-07 -1.0036436776729297e-05 0.0001393598220560703 -0.00022653579087877665 -1.5053967195628516e-06 -1.0542801254996332e-05
leaf_weight=349 37 156 82 35 38 33 102 53 27 143 182 115 26 32 379 75 117 26 25 144 25 93 35 181 178 30 32 42 116 26
leaf_count=349 37 156 82 35 38 33 102 53 27 143 182 115 26 32 379 75 117 26 25 144 25 93 35 181 178 30 32 42 116 26
internal_value=0.000400682 6.93376e-05 -0.00199234 -0.00495868 -0.00815789 0.00029838 0.000126028 -0.000162403 0.000828283 -0.000645267 -0.000306829 -0.000669546 0.000529801 -0.00216949 0.0011921 0.00065055 4.51341e-05 -0.000427536 -0.000114068 0.000159681 -0.000454545 -0.00290446 -0.00285965 0.00140943 0.000378379 0.00181081 -0.00157143 -0.00232609 -0.00138028 0.000542373
internal_weight=2934 2585 250 110 75 2335 2179 1787 583 1204 1058 915 140 58 556 454 698 551 525 500 385 146 217 392 211 147 241 183 141 58
internal_count=2934 2585 250 110 75 2335 2179 1787 583 1204 1058 915 140 58 556 454 698 551 525 500 385 146 217 392 211 147 241 183 141 58
cat_boundaries=0 17 47 49 75 76 78 79 87 90 91 92 94
cat_threshold=131075 268435457 1610612736 262144 2 0 33554432 536879104 0 32 32800 256 0 0 0 0 16 268435456 2056 0 0 0 0 0 2147483648 0 0 0 2048 64 512 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 0 0 0 4096 16803842 32 16 0 0 0 2147483648 0 0 0 0 32768 0 4 0 0 0 0 0 0 0 2048 0 524288 0 0 0 16384 2157969408 1073741824 28804 67240192 0 128 0 0 0 0 0 131072 32 1024 524288 16804864 200 1204320 32
is_linear=0
shrinkage=0.04


Tree=834
num_leaves=31
num_cat=14
split_feature=8 8 3 3 15 3 6 12 12 8 10 4 16 17 3 3 3 3 3 3 12 6 4 4 9 11 4 4 1 3
split_gain=0.617122 0.451282 0.968024 0.503559 0.433998 0.365319 0.441922 0.848337 0.355257 0.262579 0.326568 0.261096 0.363364 0.229135 0.396834 0.225722 0.562488 0.263521 0.242118 0.183617 0.19682 0.173704 0.167954 0.151734 0.17591 0.285977 0.140814 0.196596 0.13166 0.131065
threshold=0 1 2019.5000000000002 1995.5000000000002 2 2011.5000000000002 3 4 5 6 7 1557465000.0000002 8 9 1995.5000000000002 2002.5000000000002 1999.5000000000002 2005.5000000000002 2009.5000000000002 2021.5000000000002 10 11 7085990000.000001 6789.5000000000009 12 13 9950.0000000000018 581475000.00000012 4.5000000000000009 2014.5000000000002
decision_type=9 9 8 8 9 8 9 9 9 9 9 10 1 9 10 10 10 10 10 8 9 9 10 10 9 9 10 10 10 10
left_child=13 2 -2 -3 21 15 7 -7 -8 -10 11 12 23 14 -1 16 -6 -17 -19 -9 26 -5 -13 24 25 -11 -21 -28 -27 -26
right_child=1 3 -4 4 5 6 8 19 9 10 -12 22 -14 -15 -16 17 -18 18 -20 20 -22 -23 -24 -25 29 28 27 -29 -30 -31
leaf_value=2.2861182013955905e-06 -9.3728837695895975e-05 2.3753232026499133e-05 1.0668478790876496e-08 9.9537547274965698e-07 -1.2361692342533218e-05 -2.9428781914544217e-06 4.6408110808087106e-07 8.3295562066640363e-05 -9.143300246543881e-08 -5.6886019150030166e-06 2.6923922157777723e-05 -6.8043504999599347e-05 2.1375118679856086e-06 5.7692293443593676e-06 -3.7527607331671112e-06 -0.00018051474170448616 5.8880967902259357e-05 1.3297891193454655e-06 -1.4727829228695492e-05 1.5920126001524573e-05 6.6732941300793301e-07 2.7117610693848106e-06 -1.6706721031947021e-05 1.8908738212981674e-06 -2.6740485816130947e-05 3.2212223615084751e-05 -8.7049358873365486e-05 0.0036756958672195987 1.1776321909284883e-05 0.0016325167809829821
leaf_weight=76 39 65 147 273 32 111 255 58 189 108 101 25 74 235 25 44 34 48 30 289 150 130 45 25 176 35 25 28 76 26
leaf_count=76 39 65 147 273 32 111 255 58 189 108 101 25 74 235 25 44 34 48 30 289 150 130 45 25 176 35 25 28 76 26
internal_value=0.000556639 0.000344281 -0.00150254 0.000490459 0.000396985 0.000148371 0.000324986 0.0011369 -0.000157068 -0.00053872 -0.000165242 -0.000532446 -0.000230326 0.00214409 0.000392857 -0.00152381 0.000358209 -0.00253659 -0.00111392 0.00178253 0.00155781 0.00157488 -0.0028169 -0.000662192 -0.000843602 -1.73912e-05 0.00206232 0.000222222 0.00134426 -0.00165258
internal_weight=2974 2638 186 2452 2387 1984 1796 661 1135 880 691 590 520 336 101 188 66 122 78 550 492 403 70 446 421 219 342 53 111 202
internal_count=2974 2638 186 2452 2387 1984 1796 661 1135 880 691 590 520 336 101 188 66 122 78 550 492 403 70 446 421 219 342 53 111 202
cat_boundaries=0 27 57 58 59 60 62 85 86 87 88 90 91 93 94
cat_threshold=268435456 4 0 0 2147491840 0 0 2147483648 0 32768 0 2048 2048 1024 0 0 0 0 4096 10240 0 0 0 8 0 0 64 0 0 4 0 0 0 0 0 1 0 0 0 64 0 268435456 0 0 0 33554432 0 2147483776 0 0 0 0 0 0 0 0 4096 2159017984 340 16788512 17837056 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 272 2 9 67174722 32 10 0 10368 32772
is_linear=0
shrinkage=0.04


Tree=835
num_leaves=31
num_cat=7
split_feature=7 9 3 17 4 6 2 9 0 1 4 12 0 4 2 11 2 4 2 3 2 4 2 2 1 2 2 0 2 2
split_gain=0.669453 0.710434 0.621655 0.617774 0.387881 0.523908 0.37775 0.387193 0.35732 0.33886 0.51375 0.317865 0.409792 0.3106 0.302711 0.250411 0.294514 0.241511 0.230473 0.223943 0.389034 0.301848 0.254798 0.247071 0.216793 0.208798 0.20148 0.196648 0.293582 0.438102
threshold=0 1 2019.5000000000002 2 581475000.00000012 3 9.5000000000000018 4 26.500000000000004 5.5000000000000009 133.00000000000003 5 10.500000000000002 539925000.00000012 16.500000000000004 6 7.5000000000000009 1300.0000000000002 4.5000000000000009 1995.5000000000002 58.500000000000007 4050.0000000000005 16.500000000000004 144.50000000000003 4.5000000000000009 66.500000000000014 4.5000000000000009 14.500000000000002 16.500000000000004 34.500000000000007
decision_type=9 9 8 9 10 9 10 9 10 8 10 9 8 10 10 9 10 10 10 10 10 8 10 10 10 8 10 10 10 10
left_child=8 6 14 13 5 25 7 -2 27 10 15 12 -8 -4 -3 16 -9 24 -17 21 22 -13 -21 -22 -14 -5 -11 -1 -29 -30
right_child=1 2 3 4 -6 -7 11 9 -10 26 -12 19 17 -15 -16 18 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=1.7966805555498548e-06 7.7199628192754573e-06 9.510266657105663e-06 -2.9457450906221262e-05 1.6728562787419036e-07 -7.253588991048174e-05 4.5248368872531586e-06 -7.6079398137141554e-07 7.9908928326233852e-06 7.0096809621466716e-06 4.2909340520326245e-06 -4.8773999540250084e-05 -3.9868053592026087e-06 3.0532109844913708e-05 0.00067835851817198828 -3.4957583045239229e-05 -2.4600859184431557e-06 -3.2124580196060834e-06 -5.7248156902996021e-06 -2.9966700045469148e-05 -8.459147089692519e-06 -1.7392795229081716e-06 1.2524547589441752e-06 2.7070892014078697e-05 9.1556015473660482e-05 4.8800390059971753e-07 -7.0733278861372675e-05 5.5635339649427675e-05 3.7302641477810399e-06 -3.0423665575054847e-06 2.159605012301973e-09
leaf_weight=39 143 26 89 102 47 160 36 85 388 123 25 26 35 26 52 92 28 29 35 42 33 558 86 34 443 31 27 35 29 66
leaf_count=39 143 26 89 102 47 160 36 85 388 123 25 26 35 26 52 92 28 29 35 42 33 558 86 34 443 31 27 35 29 66
internal_value=0.000713565 0.000417492 -0.000860294 -0.000307017 0.000569801 0.00112925 0.000782655 -8.58675e-05 0.0019507 -0.000704225 -0.00157895 0.00115495 0.000382672 -0.00269841 -0.0041519 -0.00099585 0.000419355 0.00068504 -0.00211594 0.00166582 0.000510204 0.00207863 0.00179845 -0.00194118 0.000901879 -0.00075 0.000794702 0.000447059 -0.000305343 -0.00145833
internal_weight=2970 2413 533 455 340 293 1880 558 557 415 265 1322 543 115 78 240 113 507 127 779 195 584 128 67 478 133 150 169 130 95
internal_count=2970 2413 533 455 340 293 1880 558 557 415 265 1322 543 115 78 240 113 507 127 779 195 584 128 67 478 133 150 169 130 95
cat_boundaries=0 17 19 20 21 23 25 26
cat_threshold=16386 268435457 1140858880 262148 2 0 0 4202496 65536 8208 32 256 0 0 0 0 16 1073741952 6308 12 326 0 4228 83902816 32 4
is_linear=0
shrinkage=0.04


Tree=836
num_leaves=31
num_cat=15
split_feature=7 7 12 9 8 12 6 7 0 1 9 12 0 1 0 12 17 0 4 5 1 0 1 8 12 1 0 7 0 0
split_gain=1.70217 1.1074 0.869604 0.813456 0.631883 0.733852 0.381039 0.330302 0.297821 0.499192 0.257777 0.335408 0.335792 0.413487 0.253754 0.251386 0.245556 0.196659 0.195414 0.238199 0.187037 0.264752 0.271005 0.138402 0.1193 0.18671 0.115822 0.10874 0.103324 0.100306
threshold=0 1 2 3 4 5 6 7 43.675000000000004 5.5000000000000009 8 9 12.250000000000002 4.5000000000000009 40.675000000000004 10 11 33.175000000000004 141.00000000000003 2.5000000000000004 4.5000000000000009 39.07500000000001 5.5000000000000009 12 13 5.5000000000000009 37.750000000000007 14 10.500000000000002 39.07500000000001
decision_type=9 9 9 9 9 9 9 9 10 8 9 9 10 10 10 9 9 10 10 8 8 10 10 9 9 10 10 9 10 10
left_child=15 2 -2 8 -5 6 -6 -7 9 -3 11 12 -9 -14 -12 -1 18 -4 19 -15 -13 22 -22 26 25 29 -8 -17 -26 -25
right_child=1 3 17 4 5 7 23 10 -10 -11 14 20 13 16 -16 27 -18 -19 -20 -21 21 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=8.2158093238781538e-07 9.0424837035527874e-07 -5.0185709038802058e-05 -1.0680697683458425e-05 2.7103447330621551e-05 -2.8505337269850792e-06 -1.1193964678377766e-05 2.4547941759148328e-06 -1.4877242668991372e-06 4.6684172478741097e-06 -2.058629037582247e-05 3.6182757614449915e-06 1.4519060426517806e-05 0.0019457675041885491 -1.0620265756131641e-05 -3.7215508456559932e-05 8.0408862286927431e-07 -1.0311642247951353e-05 -1.8404837541019318e-05 1.0713919293007132e-05 5.4568542980566651e-06 -1.3095298811850905e-06 6.1852202138857847e-06 2.2481189628468005e-06 3.4148985310121494e-06 1.2574666284875921e-07 -9.4295005415201166e-06 -2.0685488011516964e-07 7.7359859313534737e-06 2.5881397539494027e-06 2.3025171564357887e-06
leaf_weight=129 107 72 46 135 144 117 51 30 39 76 141 27 27 25 25 162 242 77 36 51 67 95 36 61 29 34 65 235 455 80
leaf_count=129 107 72 46 135 144 117 51 30 39 76 141 27 27 25 25 162 242 77 36 51 67 95 36 61 29 34 65 235 455 80
internal_value=0.000543024 8.32988e-05 -0.00248963 0.000368494 0.000610887 0.000406706 0.0012 -0.000391398 -0.00208081 -0.00300671 -8.85607e-05 -0.000457496 -0.00112796 -0.000827225 0.00126554 0.00257728 -0.00119437 -0.00468657 0.000390244 -0.000727273 0.000762712 0.000361809 -0.00103846 0.00155216 0.00178507 0.000752688 0.000188977 0.00310784 0.00213333 0.00143662
internal_weight=2916 2390 230 2160 1973 1838 919 919 187 148 802 636 411 381 166 526 354 123 112 76 225 198 103 775 659 175 116 397 484 141
internal_count=2916 2390 230 2160 1973 1838 919 919 187 148 802 636 411 381 166 526 354 123 112 76 225 198 103 775 659 175 116 397 484 141
cat_boundaries=0 18 36 38 40 67 68 69 86 88 90 92 93 114 115 125
cat_threshold=2 128 1711276032 8704 2 0 0 8192 65536 32 32800 2097408 128 0 0 0 16 512 147456 0 0 526340 589824 8256 0 0 0 8192 0 0 0 0 0 32 0 256 1114370 32 384 8208 1073741824 2048 4 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 8192 0 0 4194304 8 0 0 64 18063456 66 1 0 0 0 0 0 0 536870912 33556480 0 0 0 0 0 0 0 1073745920 0 22560 258 32 1212416 32 10 0 8 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 384 8256 0 0 1073741824 0 2 0 0 0 65536 32
is_linear=0
shrinkage=0.04


Tree=837
num_leaves=31
num_cat=12
split_feature=7 8 9 11 7 3 0 11 6 9 0 0 3 3 0 7 4 4 3 0 17 15 6 0 4 4 0 3 4 3
split_gain=0.734144 0.583086 0.562558 0.670892 0.402006 0.527435 0.402838 0.391217 0.351735 0.30823 0.290715 0.282045 0.276149 0.630768 0.247097 0.24665 0.233054 0.225212 0.211212 0.210454 0.20571 0.303404 0.403672 0.265871 0.257822 0.229336 0.18987 0.175127 0.163615 0.154406
threshold=0 1 2 3 4 2021.5000000000002 18.500000000000004 5 6 7 37.250000000000007 35.850000000000009 1994.5000000000002 1999.5000000000002 22.250000000000004 8 1246835000.0000002 33.000000000000007 2002.5000000000002 42.710000000000008 9 10 11 37.750000000000007 950.00000000000011 6186315000.000001 35.600000000000009 2011.5000000000002 2091500000.0000002 1998.5000000000002
decision_type=9 9 9 9 9 8 10 9 9 9 10 10 8 8 10 9 10 10 8 10 9 9 9 10 10 8 10 8 8 10
left_child=9 11 3 8 5 -4 -7 -6 17 10 14 -2 -9 -14 -1 -12 19 -3 -15 -5 23 26 -23 -20 27 -25 -22 -24 -11 -17
right_child=1 2 4 16 7 6 -8 12 -10 28 15 -13 13 18 -16 29 -18 -19 20 -21 21 22 24 25 -26 -27 -28 -29 -30 -31
leaf_value=1.2361524193946186e-07 -5.2372415020258011e-07 -1.0255080264810302e-05 -1.5865229487446751e-05 -4.5694124706123242e-05 4.4455958421922569e-05 -9.047866753603562e-06 4.6022738308277537e-06 6.9118759213276731e-06 4.8577546748530489e-05 4.1606360594982673e-07 -1.9172548354598339e-06 2.545989318729762e-05 -4.8943913605693934e-05 0.00017090411940374255 1.1436547805256415e-05 7.9348905862772788e-07 -0.00017912040866476179 1.7161850431298031e-07 2.1952376645110789e-06 -3.5496652988851081e-05 2.3305709141549078e-06 -4.8923956944656792e-07 -3.3398604194344772e-06 -0.00011771857032767058 2.5683602104535908e-05 -1.2449866949591205e-05 1.5665467722919782e-05 3.8784696318766281e-06 6.3364218297983407e-06 0.00038420951584258424
leaf_weight=360 42 63 43 87 106 38 72 36 101 34 103 208 36 29 101 80 25 39 28 38 71 152 68 26 40 91 66 475 224 29
leaf_count=360 42 63 43 87 106 38 72 36 101 34 103 208 36 29 101 80 25 39 28 38 71 152 68 26 40 91 66 475 224 29
internal_value=0.00082555 0.000381718 0.000114877 -0.00128571 0.000481268 -0.00139024 1.47669e-10 0.000725506 0.000242991 0.00174522 0.00124561 0.00214559 0.000488928 0.000376731 0.00182684 3.75588e-05 -0.00322981 -0.00134513 0.000557784 -0.00269841 0.000459725 0.000688562 0.000348526 -0.000897436 0.000828283 -0.00179661 0.00235135 0.000610294 0.00294424 0.0013
internal_weight=2911 1980 1730 353 1377 153 110 1224 203 931 673 250 1118 1082 461 212 150 102 1046 125 1017 872 735 145 583 117 137 543 258 109
internal_count=2911 1980 1730 353 1377 153 110 1224 203 931 673 250 1118 1082 461 212 150 102 1046 125 1017 872 735 145 583 117 137 543 258 109
cat_boundaries=0 17 43 45 46 56 59 60 62 79 80 81 82
cat_threshold=2 268435600 1073741824 8192 34 0 131072 268574720 0 0 32 64 0 268435456 0 0 1073745936 0 4 4 0 2147549184 0 0 0 0 0 0 2052 10240 0 0 0 0 0 0 2048 0 0 0 0 0 268451840 128 12320 16420 131072 0 1056768 2097156 0 0 0 0 33554432 8192 49152 1048576 524288 260 1 2064 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 4096 9 2157969408 8
is_linear=0
shrinkage=0.04


Tree=838
num_leaves=31
num_cat=10
split_feature=7 9 2 2 7 8 2 3 3 9 12 1 2 8 3 9 6 2 5 2 5 7 2 2 2 2 2 2 2 4
split_gain=1.4756 1.20201 1.28289 1.04033 0.860885 0.469059 0.514048 0.310413 0.367732 0.284028 0.307684 0.543132 0.574163 0.388987 0.317202 0.308542 0.273473 0.220006 0.218882 0.347138 0.214883 0.211817 0.202347 0.215313 0.195335 0.188732 0.185544 0.172972 0.167938 0.148181
threshold=0 1 14.500000000000002 83.500000000000014 2 3 111.00000000000001 2012.5000000000002 2018.5000000000002 4 5 1.5000000000000002 9.5000000000000018 6 2010.5000000000002 7 8 11.500000000000002 2.5000000000000004 9.5000000000000018 1.5000000000000002 9 45.500000000000007 21.500000000000004 13.500000000000002 442.50000000000006 151.50000000000003 30.500000000000004 32.500000000000007 45.000000000000007
decision_type=9 9 10 10 9 9 8 10 10 9 9 10 10 9 10 9 9 10 8 10 8 9 8 10 10 10 10 8 10 10
left_child=7 2 -2 -4 27 18 9 20 -9 -7 13 -12 29 -11 15 24 -17 -16 19 -6 -1 22 23 -22 -15 26 -8 -3 -26 -13
right_child=1 4 3 -5 5 6 25 8 -10 10 11 12 -14 14 17 16 -18 -19 -20 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=7.6084944584759232e-08 -2.4264751482361582e-05 -1.8141149903144451e-05 -0.00020247011215892381 -7.2629775497390197e-06 -9.6109483159638096e-05 6.0328074128798473e-06 -1.0517140760352589e-05 -2.6529380568768068e-05 1.5344342771078997e-06 -1.2322576776139508e-06 -2.0651226189879587e-05 -1.0696313495585843e-06 8.7615765368559015e-07 -4.458232950338572e-06 1.3113760019494675e-06 5.2857436898534617e-08 2.1731004291517305e-05 -2.2876772171374617e-05 2.0618786392524332e-05 0.00030213468920900624 7.0695379539386317e-06 6.6117883622228924e-06 6.5227621630467322e-06 -1.9378265713951252e-05 7.2993808977191562e-07 -4.7574301303102797e-05 4.2107180444290908e-06 -3.1963379811170339e-06 -4.8693147704478561e-06 -1.8356717817310937e-05
leaf_weight=50 80 37 29 25 28 156 121 32 31 102 28 139 475 56 32 289 180 44 164 36 70 328 104 40 38 33 52 65 33 26
leaf_count=50 80 37 29 25 28 156 121 32 31 102 28 139 475 56 32 289 180 44 164 36 70 328 104 40 38 33 52 65 33 26
internal_value=0.00053762 4.91445e-05 -0.00347586 -0.00843636 0.00028718 0.000473813 0.00025124 0.00219219 -0.0004375 0.00049531 0.000308328 0.000930781 0.00118565 -0.000234395 0.000128843 0.000442211 0.000908333 -0.00228571 0.00214226 0.000246154 0.00250927 0.00274033 0.00149333 0.00036036 -0.00124638 -0.00162319 -0.00108046 -0.00311504 5.55557e-05 -0.000843373
internal_weight=2923 2268 134 54 2134 2032 1804 655 63 1598 1442 668 640 774 672 596 469 76 228 64 592 542 214 110 127 206 173 102 71 165
internal_count=2923 2268 134 54 2134 2032 1804 655 63 1598 1442 668 640 774 672 596 469 76 228 64 592 542 214 110 127 206 173 102 71 165
cat_boundaries=0 17 19 37 64 66 68 89 91 92 109
cat_threshold=1 145 1174405120 8708 2 0 0 8192 2048 268443680 32 256 0 268435456 0 0 1073745936 0 8208 0 0 0 2621440 0 64 0 268435456 0 0 0 128 0 0 0 0 0 256 0 2052 4 0 0 1 0 0 0 0 0 2052 0 0 0 4096 0 0 4096 0 0 0 0 0 0 16384 64 1073741824 4 18022434 32 16 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 384 1 4128 344 1 17 1073741824 4 0 0 0 0 0 0 0 0 0 268435456 0 0 1073745920
is_linear=0
shrinkage=0.04


Tree=839
num_leaves=31
num_cat=8
split_feature=7 7 9 2 12 0 12 2 0 2 15 2 4 2 3 2 0 12 2 0 2 2 0 2 3 17 2 4 2 2
split_gain=1.31052 0.871343 0.576082 0.853634 0.554968 0.60478 0.404748 0.391694 0.294279 0.694198 0.243528 0.436758 0.348369 0.401405 0.276717 0.346599 0.449162 0.257763 0.362241 0.617422 0.254235 0.283178 0.23655 0.347175 0.226332 0.217158 0.647456 0.209909 0.208095 0.469683
threshold=0 1 2 22.500000000000004 3 33.175000000000004 4 16.500000000000004 10.500000000000002 37.500000000000007 5 1.5000000000000002 2025703500.0000002 20.500000000000004 2017.5000000000002 49.500000000000007 37.250000000000007 6 25.500000000000004 38.57500000000001 45.500000000000007 25.500000000000004 21.500000000000004 29.500000000000004 1997.5000000000002 7 21.500000000000004 180.50000000000003 4.5000000000000009 9.5000000000000018
decision_type=9 9 9 10 9 10 9 10 10 10 9 8 8 8 8 8 10 9 10 10 10 10 10 10 8 9 10 8 10 10
left_child=4 24 3 -3 -1 7 -4 -6 9 -8 11 -10 13 -12 20 17 -17 -16 19 -19 21 -13 23 -14 -2 26 -26 -27 -21 -30
right_child=1 2 6 -5 5 -7 8 -9 10 -11 12 14 22 -15 15 16 -18 18 -20 28 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=4.7742184685249178e-07 1.5066945763167726e-08 -3.9305768660368596e-07 7.5927054048966831e-07 -0.00024823129801442018 -4.690081077205104e-06 -2.4548951099363938e-05 2.1875903221597251e-07 -3.7234311909898555e-06 -7.6234512654770823e-05 -1.1626325515423568e-06 -1.7824239790470924e-05 -7.0653193870346734e-06 3.0344289798407127e-06 1.9568748986862174e-06 3.8089249194405884e-06 1.0971177532246012e-07 -1.3244436022495721e-05 -2.8998280442051106e-06 5.7281796391704959e-06 0.00012791740216457686 3.6675782518361459e-06 -7.7767561683961294e-05 7.0607791270234404e-06 -2.1886024978315248e-06 3.0096442394158521e-06 -1.6579538319312241e-05 -2.1558392815087765e-05 8.2944889279093696e-06 -6.0564569704439892e-06 2.2119919072136765e-06
leaf_weight=105 42 70 753 38 25 171 49 40 25 33 38 68 35 44 118 80 53 53 52 27 58 32 228 50 83 25 35 396 52 80
leaf_count=105 42 70 753 38 25 171 49 40 25 33 38 68 35 44 118 80 53 53 52 27 58 32 228 50 83 25 35 396 52 80
internal_value=0.000375803 0.000680365 0.000285296 -0.00242017 -0.00192045 -0.00297976 0.000449716 -0.00636364 -1.68633e-05 -0.00231325 0.000157221 -0.000293371 0.000935961 -0.0013494 -0.00010089 0.000348837 -0.00140298 0.000960836 0.000203637 -0.000525821 -0.00155975 -0.00277228 0.00156688 -0.000232558 0.00203378 0.00228889 0.00055814 0.00269444 0.000725 6.01505e-05
internal_weight=2958 2617 2036 108 341 236 1928 65 1175 82 1093 698 395 82 673 515 133 382 264 212 158 100 313 85 581 539 118 421 159 132
internal_count=2958 2617 2036 108 341 236 1928 65 1175 82 1093 698 395 82 673 515 133 382 264 212 158 100 313 85 581 539 118 421 159 132
cat_boundaries=0 18 35 37 39 41 42 44 45
cat_threshold=268582912 0 67108864 2048 589856 8256 0 0 33554432 0 8192 2097280 0 0 0 0 0 384 1 268435601 1611923456 2105344 2 0 0 268443648 2048 0 32 320 16 268435456 0 0 1073745936 256 8320 1058816 32 17926176 2 201326592 67117056 32 9
is_linear=0
shrinkage=0.04


Tree=840
num_leaves=31
num_cat=9
split_feature=7 8 4 4 7 2 2 3 2 1 6 8 6 2 2 2 1 9 2 11 0 2 2 2 3 3 8 2 2 1
split_gain=1.15898 0.683263 0.528372 1.08568 0.446285 0.349288 0.701404 0.31636 0.568462 0.607168 0.686053 0.356748 0.34362 0.324775 0.335788 0.295275 0.27382 0.346023 0.542424 0.281147 0.272823 0.238461 0.235973 0.493614 0.226764 0.202469 0.258268 0.297069 0.245613 0.205249
threshold=0 1 72000.000000000015 2091500000.0000002 2 34.500000000000007 11.500000000000002 1994.5000000000002 73.500000000000014 5.5000000000000009 3 4 5 6.5000000000000009 3.5000000000000004 27.500000000000004 2.5000000000000004 6 13.500000000000002 7 40.675000000000004 18.500000000000004 28.500000000000004 136.50000000000003 2006.5000000000002 1997.5000000000002 8 5.5000000000000009 29.500000000000004 5.5000000000000009
decision_type=9 9 10 10 9 10 10 10 10 10 9 9 9 8 10 10 10 9 10 9 10 10 8 8 10 10 9 10 10 10
left_child=25 -2 4 -4 5 6 -3 11 9 10 24 21 13 14 -13 -12 -14 18 -18 20 -19 -6 -5 -24 -9 26 29 -28 -27 -1
right_child=1 2 3 22 7 -7 -8 8 -10 -11 15 12 16 -15 -16 -17 17 19 -20 -21 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=2.0601500736461277e-08 3.3869726885698892e-06 8.9538317609079081e-07 -0.00015779842555538437 0.00046795141674597782 2.1337334192474558e-06 1.4446720712709108e-08 -2.0648381874674429e-05 -1.281655235396512e-05 8.8194907177944069e-06 8.3315688036070674e-05 -1.9628474056104704e-05 3.1492120550242155e-06 -9.1764992009475213e-06 1.0446689756024508e-05 -1.5339731998899625e-05 -0.00010508801263534013 -1.4887919377473876e-05 2.0372317806049977e-08 2.0504722780090807e-06 9.7658100996139829e-06 1.1267094035989659e-05 -3.3332173058577844e-06 -9.5889584520397501e-05 1.6473511766932827e-05 1.6053374709658786e-05 -2.2118837984775728e-05 3.1072705728646325e-06 6.5254231713664905e-06 3.0507888092643129e-06 3.6289334025972865e-06
leaf_weight=164 368 54 34 29 38 101 69 29 62 41 110 30 91 208 33 30 52 373 48 148 33 67 36 26 87 49 93 296 63 53
leaf_count=164 368 54 34 29 38 101 69 29 62 41 110 30 91 208 33 30 52 373 48 148 33 67 36 26 87 49 93 296 63 53
internal_value=0.000582991 0.000121377 -0.000197826 -0.00269841 -1.40761e-05 -0.00163404 -0.00312903 0.000241449 -0.000788889 -0.00151678 -0.00224124 0.000573975 0.000802337 0.002 -0.0004375 -0.00397351 0.000343915 0.000635115 -0.00144144 0.00101947 0.000441247 -0.00155172 -0.000391304 -0.00177778 0.000188977 0.00196433 0.00228007 0.00289 0.000424779 0.001
internal_weight=2915 2197 1829 125 1704 224 123 1480 359 297 256 1121 1016 271 63 140 745 654 100 554 406 105 91 62 116 718 606 389 112 217
internal_count=2915 2197 1829 125 1704 224 123 1480 359 297 256 1121 1016 271 63 140 745 654 100 554 406 105 91 62 116 718 606 389 112 217
cat_boundaries=0 18 44 62 63 84 85 87 89 112
cat_threshold=2 144 1677983744 264192 0 134219776 131072 8192 0 134217728 32800 0 0 268435456 0 0 4240 32768 0 2048 0 0 73728 0 262144 2147483648 0 0 0 133124 8192 0 0 4096 0 0 0 0 0 0 0 0 0 32768 131072 0 8192 2621444 524288 64 0 0 33554432 32 0 256 0 0 0 0 0 256 138 0 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 384 260 0 4256 36 2147483648 0 4 0 0 0 0 0 0 0 0 0 0 10240 512 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=841
num_leaves=31
num_cat=13
split_feature=7 7 1 0 9 13 2 12 2 2 2 2 11 2 13 7 2 2 2 15 2 2 0 13 12 2 12 9 2 2
split_gain=1.28829 0.858589 0.704943 0.418899 0.40339 0.576101 0.571462 0.366643 0.454038 0.312278 0.269146 0.236892 0.236242 0.466876 0.294595 0.274133 0.227821 0.549632 0.213914 0.213594 0.38189 0.219822 0.207333 0.191675 0.877481 0.912965 0.617788 0.293733 0.339597 0.259576
threshold=0 1 5.5000000000000009 30.500000000000004 2 3 19.500000000000004 4 15.500000000000002 25.500000000000004 2.5000000000000004 10.500000000000002 5 5.5000000000000009 6 7 48.500000000000007 10.500000000000002 57.500000000000007 8 38.500000000000007 21.500000000000004 18.500000000000004 9 10 20.500000000000004 11 12 59.500000000000007 10.500000000000002
decision_type=9 9 10 10 9 9 8 9 8 10 8 10 9 8 9 9 10 10 10 9 10 10 10 9 9 10 9 9 10 10
left_child=-1 2 3 -2 5 6 11 8 -6 -10 -9 -3 13 -12 19 -14 17 -5 -11 20 21 -15 -20 24 25 29 -25 28 -28 -17
right_child=1 4 -4 16 7 -7 -8 10 9 18 12 -13 15 14 -16 23 -18 -19 22 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=8.3846656234725672e-06 9.9257237887252254e-06 3.2823722494099467e-06 -1.2805461477324246e-05 -2.2189797146873583e-05 4.115456925013623e-06 -2.166306096465512e-05 1.5603181030920033e-06 8.6320510197509779e-06 -1.3447912829133503e-05 1.3135397047363383e-06 -2.8717807467382586e-05 -8.692206773406859e-06 6.6592094131270853e-06 -1.1714904059415707e-08 -2.408177431327123e-07 -1.2217531684195477e-05 7.5424996091988697e-06 -1.9363474175200953e-05 -1.4373013681757655e-07 1.5221801557771086e-06 -1.3725367145564927e-07 2.8922168313154412e-07 1.7339000030880414e-07 1.0506920948636217e-05 3.6631651988861605e-06 9.3334481399485476e-07 -1.7585474685603413e-06 9.6797681474002373e-06 2.9862703615829825e-05 -8.2406720010210209e-05
leaf_weight=484 34 68 30 91 115 209 83 113 66 69 26 37 114 37 112 29 28 31 27 114 64 41 46 336 167 65 121 126 40 36
leaf_count=484 34 68 30 91 115 209 83 113 66 69 26 37 114 37 112 29 28 31 27 114 64 41 46 336 167 65 121 126 40 36
internal_value=0.000674324 0.000297667 -0.00206222 -0.00121081 0.00052993 -0.000617647 0.000964824 0.000776533 -0.000443114 -0.00156938 0.00103351 -0.000943396 0.000890133 3.95063e-05 0.000411924 0.00120191 -0.00211921 -0.00286179 -0.000503496 0.00113858 5.22877e-05 0.00192405 -0.002 0.00094522 9.09092e-05 -0.0022695 0.00134385 -4.02683e-05 -0.00113953 -0.00575758
internal_weight=2959 2475 214 184 2261 397 188 1864 323 208 1541 105 1428 394 368 1034 150 122 142 256 142 78 73 920 297 130 623 287 161 65
internal_count=2959 2475 214 184 2261 397 188 1864 323 208 1541 105 1428 394 368 1034 150 122 142 256 142 78 73 920 297 130 623 287 161 65
cat_boundaries=0 17 35 37 38 39 41 42 54 55 56 58 60 62
cat_threshold=3 268435585 1645215744 8704 2 0 0 8192 0 16 40960 0 0 268435456 0 0 1073746064 131072 16 0 2621440 0 8256 0 0 33554432 8192 0 128 0 0 0 0 0 384 1 12320 2 67117120 32 1024 10 0 0 0 2052 0 0 0 0 65536 0 32 256 67108864 4 98592 32 101664 32 0 2048
is_linear=0
shrinkage=0.04


Tree=842
num_leaves=31
num_cat=10
split_feature=8 11 3 12 2 12 8 15 9 2 6 0 4 2 0 2 2 3 4 2 2 0 2 2 2 3 6 18 3 2
split_gain=0.675064 0.386636 0.669695 0.502032 0.498995 0.478715 0.669308 0.441725 0.452708 0.351977 0.297296 0.329395 0.294436 0.293969 0.292178 0.287099 0.496671 0.343886 0.286673 0.26996 0.266637 0.233209 0.226076 0.222382 0.366987 0.362849 0.216048 0.251603 0.210737 0.209497
threshold=0 1 1999.5000000000002 2 21.500000000000004 3 4 5 6 14.500000000000002 7 10.500000000000002 4050.0000000000005 9.5000000000000018 39.07500000000001 47.500000000000007 182.50000000000003 2010.5000000000002 56089060000.000008 19.500000000000004 79.500000000000014 31.500000000000004 1.0000000180025095e-35 99.000000000000014 77.500000000000014 2008.5000000000002 8 9 2021.5000000000002 17.500000000000004
decision_type=9 9 8 9 10 9 9 9 9 10 9 10 8 8 10 8 8 10 8 10 10 8 10 10 10 8 9 9 8 10
left_child=-1 5 -3 4 14 6 20 -8 9 13 11 19 -10 28 22 17 18 26 -17 -7 -2 -18 -4 24 25 -11 27 -5 -9 -14
right_child=1 2 3 15 -6 10 7 8 12 23 -12 -13 29 -15 -16 16 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.0467692693671856e-06 -2.8194405814911891e-06 -1.6065227115737651e-05 6.6871018138559848e-06 -6.2009163567376164e-05 -1.7020732996489335e-05 1.1618133922572755e-05 4.3431345697876004e-06 0.00027062734164819304 -5.5634975600683973e-07 -0.00015725104150001584 -4.0044585780572997e-08 1.2623076029194761e-06 1.0035707184835928e-05 2.0408966158994207e-05 -8.5957328737634408e-06 -0.00015864937042338082 -1.1110874818738623e-05 -6.6337262498001212e-07 -4.3334814143831258e-07 -2.6662224484706855e-07 1.662169542181015e-06 9.5553394118337749e-06 0.00016379526773498105 1.6253627181707178e-06 -2.7954808434481448e-07 -1.1512857896037759e-07 1.5092511364700427e-05 6.2310999090219449e-06 -2.671093966093288e-06 9.9272021507481435e-06
leaf_weight=349 77 43 44 41 70 27 112 27 34 53 173 618 104 83 70 27 32 31 61 49 31 147 31 34 27 203 106 81 86 93
leaf_count=349 77 43 44 41 70 27 112 27 34 53 173 618 104 83 70 27 32 31 61 49 31 147 31 34 27 203 106 81 86 93
internal_value=0.000585498 0.000357959 -0.00038239 -0.000102426 -0.00168142 0.000675353 5.7436e-05 0.000442907 7.41723e-05 -0.000587786 0.00135308 0.00172482 0.00150413 0.000730965 -0.000410959 0.000566108 -0.000343283 0.00152308 -0.00278652 -0.000727273 -0.0027563 0.000866667 0.00131579 -0.00142138 -0.00178873 -0.00130739 0.00206114 0.000661654 -0.000596491 0.00216162
internal_weight=2964 2615 784 741 215 1831 964 856 744 513 867 694 231 196 145 526 267 259 88 76 108 179 75 317 283 256 228 122 113 197
internal_count=2964 2615 784 741 215 1831 964 856 744 513 867 694 231 196 145 526 267 259 88 76 108 179 75 317 283 256 228 122 113 197
cat_boundaries=0 29 32 34 36 59 60 62 63 64 65
cat_threshold=268435456 0 0 0 2147483648 0 524288 0 0 0 0 2052 10240 1048576 0 0 0 0 4096 0 0 0 0 0 0 16384 4 0 524416 16421 2147484160 524288 1089536 34 67306530 32 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 2 384 0 4194304 2147483648 0 26672 394 134 4
is_linear=0
shrinkage=0.04


Tree=843
num_leaves=31
num_cat=14
split_feature=7 8 7 12 12 3 3 6 12 8 4 1 0 12 1 4 6 1 3 3 17 11 0 12 3 1 5 3 7 3
split_gain=1.3652 0.99184 0.51952 0.719874 0.429387 0.426341 1.16253 0.326981 0.336983 0.39735 0.386463 0.286201 0.2799 0.264276 0.280826 0.500134 0.305272 0.260663 0.254672 0.227831 0.20939 0.19213 0.831246 0.242238 0.177321 0.172633 0.162578 0.158353 0.154225 0.200823
threshold=0 1 2 3 4 1988.5000000000002 1999.5000000000002 5 6 7 267495000.00000003 4.5000000000000009 23.500000000000004 8 5.5000000000000009 3890.0000000000005 9 5.5000000000000009 2021.5000000000002 2021.5000000000002 10 11 22.250000000000004 12 1995.5000000000002 3.5000000000000004 1.0000000180025095e-35 2010.5000000000002 13 2008.5000000000002
decision_type=9 9 9 9 9 8 8 9 9 9 10 10 10 9 10 8 9 10 8 8 9 9 10 9 10 10 10 10 9 8
left_child=20 4 3 -3 -2 -4 24 8 -8 11 21 -10 -5 -9 15 -15 19 -13 -14 -17 -1 22 -11 25 -7 -23 -24 -6 -25 -30
right_child=1 2 5 12 27 6 7 13 9 10 -12 17 18 14 -16 16 -18 -19 -20 -21 -22 23 26 28 -26 -27 -28 -29 29 -31
leaf_value=3.5500258161076311e-06 -8.737185254894769e-07 2.8252426694082468e-07 5.805609529539913e-05 -1.0157646098333516e-06 3.5026197479443222e-06 -4.0403243536504032e-05 -7.0580046692180603e-07 5.3633732471333622e-06 -2.5398648367116133e-05 -3.5121425445115617e-07 -0.00015061536095146267 1.0411900250591394e-06 5.0212683416931167e-05 0.0018500810502087917 -0.00026765653828800208 9.2578711868505258e-05 -3.3317551718013255e-05 -8.7949421452652597e-05 -5.2681263331416469e-06 -6.5382302352461368e-06 8.7774109119944458e-06 -1.8693754552794624e-05 9.4334867155407065e-08 1.8897377232993098e-07 -5.0014683385056422e-05 9.9062865228826525e-08 1.6206732958208582e-05 6.8775677094643406e-07 -1.7873005282463469e-05 3.1971367620480484e-06
leaf_weight=131 106 101 36 71 340 28 122 118 25 25 39 81 25 27 35 43 158 37 54 113 346 37 50 120 38 185 26 36 33 332
leaf_count=131 106 101 36 71 340 28 122 118 25 25 39 81 25 27 35 43 158 37 54 113 346 37 50 120 38 185 26 36 33 332
internal_value=0.000175403 -0.00021044 -0.000611167 -0.00227481 0.00139554 -0.000353694 -0.000449492 -0.000233976 0.000149599 0.000399601 0.000731935 -0.00148052 -0.00397516 -0.00107723 -0.00159173 -0.00127485 -0.00172698 -0.000739496 -0.00255 -0.000335329 0.00210656 0.000929543 -0.000678571 0.0011532 -0.00561194 3.43349e-05 0.00135065 0.00202584 0.00165323 0.00207447
internal_weight=2918 2441 1959 251 482 1708 1672 1606 1112 990 847 143 150 494 376 341 314 118 79 156 477 808 101 707 66 222 76 376 485 365
internal_count=2918 2441 1959 251 482 1708 1672 1606 1112 990 847 143 150 494 376 341 314 118 79 156 477 808 101 707 66 222 76 376 485 365
cat_boundaries=0 17 44 53 55 56 57 58 88 89 90 91 93 94 111
cat_threshold=1 17 1074790400 0 34 134217728 0 805314560 0 48 32800 256 67109008 268435456 0 32 1073741840 268435472 0 0 0 2147483648 1 262144 0 0 0 0 2052 8192 512 0 0 0 0 0 8192 256 0 4194304 0 0 16384 64 2 0 67108864 2097156 524288 0 0 0 33619968 1049952 32 1197120 332 67109920 1073741824 2052 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 0 4096 183296 144 40 49152 2147484672 17893440 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=844
num_leaves=31
num_cat=15
split_feature=7 8 12 12 9 3 12 17 1 3 7 5 6 8 6 12 3 7 3 1 3 3 1 5 12 3 7 3 3 1
split_gain=1.05268 0.554315 0.655276 0.620863 0.714041 0.618954 0.730947 0.562615 1.05921 0.402073 0.388644 0.365889 0.331763 0.330164 0.313301 0.391512 0.365129 0.304296 0.390692 0.302374 0.29958 0.294872 0.275711 0.256377 0.250869 0.185617 0.184707 0.159091 0.158332 0.142634
threshold=0 1 2 3 4 2010.5000000000002 5 6 5.5000000000000009 1999.5000000000002 7 5.5000000000000009 8 9 10 11 2015.5000000000002 12 2024.5000000000002 5.5000000000000009 2013.5000000000002 1996.5000000000002 1.5000000000000002 1.5000000000000002 13 2014.5000000000002 14 2004.5000000000002 2005.5000000000002 4.5000000000000009
decision_type=9 9 9 9 9 10 9 9 8 8 9 8 9 9 9 9 10 9 8 8 8 10 10 10 9 8 9 10 8 10
left_child=9 2 -2 7 10 6 23 8 11 21 19 -3 20 24 16 -16 28 -17 25 -5 -12 -1 -22 -6 -4 27 -11 -19 -9 -24
right_child=1 3 13 4 5 -7 -8 14 -10 26 12 -13 -14 -15 15 17 -18 18 -20 -21 22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1151451656701405e-06 -1.877549837473259e-06 -5.8218651087498666e-06 -1.2671302021863535e-07 -4.1908651132802846e-07 7.6749190537688014e-06 -4.2259125283480723e-05 -5.7996403193958118e-05 -4.877540760881209e-06 2.5976872199215758e-05 1.0776666326995758e-05 -1.4405379525672244e-05 -0.00015757062349432575 1.0037448127344806e-05 8.5921011108754825e-06 -4.3141544208530587e-07 3.5039668403537909e-07 -1.5663086850055016e-05 3.1581276341724622e-06 -9.4420633745392696e-06 2.754410954520295e-06 -3.5099854291156815e-05 -1.8516029995137891e-05 4.3297636758273658e-06 -1.5290168290085559e-05 1.1626397934672076e-06 6.5359723007773735e-06 8.2219520673926473e-06 -1.792369192888654e-05 8.5671822916720217e-06 1.5994710084613169e-07
leaf_weight=33 113 36 100 79 92 29 142 29 35 234 35 38 206 178 111 104 25 30 158 37 30 30 55 28 168 37 287 29 158 294
leaf_count=33 113 36 100 79 92 29 142 29 35 234 35 38 206 178 111 104 25 30 158 37 30 30 55 28 168 37 287 29 158 294
internal_value=0.000405269 2.6812e-05 0.00111579 -0.00031291 0.00033526 -0.00131126 -0.000730038 -0.00114856 -0.0037 0.00190924 0.000995984 -0.00672 0.00139461 0.00180306 -0.000687861 -0.00125833 0.000573991 -0.000563685 -0.00129811 -0.00107087 0.000696471 -0.0010625 0.00104211 0.00152672 0.000831541 0.000659794 0.00230651 -0.000733333 0.00121277 0.00136
internal_weight=2960 2376 559 1817 1027 291 262 790 109 584 736 74 620 446 681 469 212 358 254 116 414 63 379 120 268 96 521 59 187 349
internal_count=2960 2376 559 1817 1027 291 262 790 109 584 736 74 620 446 681 469 212 358 254 116 414 63 379 120 268 96 521 59 187 349
cat_boundaries=0 18 47 48 50 52 54 55 72 73 94 95 96 104 105 122
cat_threshold=1 129 1074790400 0 34 134217728 0 8192 2048 402653232 32 128 128 268435456 0 32 144 128 268435472 0 4 0 2147483648 1 262144 0 0 0 0 2052 10240 512 0 0 0 0 0 8192 256 0 0 0 0 49152 68 0 128 149568 16916770 2 1073741824 18448 1065024 32 24 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 4096 216 0 0 4 0 0 1 262144 0 0 0 0 4 2048 0 0 0 0 0 0 0 256 324 131328 0 0 0 0 0 0 131072 131072 8194 0 129 0 0 0 0 0 8192 2048 402653184 0 0 128 0 0 32 144
is_linear=0
shrinkage=0.04


Tree=845
num_leaves=31
num_cat=13
split_feature=8 9 12 12 11 14 2 2 6 0 12 18 0 2 2 2 12 5 3 2 1 8 11 12 2 2 3 2 2 2
split_gain=1.13237 0.664868 0.945979 0.80515 0.86105 0.487252 0.472741 0.267947 0.32139 0.469515 0.385748 0.600919 0.372663 0.368426 0.342433 0.309849 0.300744 0.264804 0.249575 0.364953 0.233416 0.228833 0.333773 0.343631 0.277981 0.26924 0.268079 0.247403 0.213554 0.211345
threshold=0 1 2 3 4 5 29.500000000000004 203.50000000000003 6 38.57500000000001 7 8 31.500000000000004 6.5000000000000009 3.5000000000000004 16.500000000000004 9 3.5000000000000004 1996.5000000000002 15.500000000000002 4.5000000000000009 10 11 12 14.500000000000002 15.500000000000002 2010.5000000000002 69.500000000000014 30.500000000000004 4.5000000000000009
decision_type=9 9 9 9 9 9 10 10 9 10 9 9 8 8 10 10 9 8 10 10 10 9 9 9 10 8 10 10 8 8
left_child=-1 2 17 21 6 20 -5 8 10 12 11 -7 16 14 -12 -13 28 -2 29 -20 -6 25 -23 26 -25 -3 -24 -27 -10 -11
right_child=1 3 -4 4 5 7 -8 -9 9 18 13 15 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=1.9893753178448087e-06 -1.1707359516094463e-05 -1.2667722756138408e-06 7.2517470586511284e-06 -4.4641750298557666e-07 -2.122636083511366e-05 -6.7276377104666759e-05 -1.1495341702731436e-05 6.2061837060712269e-06 3.6940263738886906e-07 -1.1891516822073207e-05 1.631067647615355e-06 7.398685268999478e-06 -3.0737480811541434e-05 4.0577787752732131e-06 -0.00021091747236424703 -1.2833586975235614e-05 2.8550708289644697e-07 -1.3634949819365697e-06 0.00054120249401060766 -9.1586512272888978e-06 -0.00013828792157362103 1.3243685886316767e-05 3.3138211936012665e-07 1.5440839920432678e-05 0.00013865069759941899 1.8016570007494428e-07 -1.0083780489566377e-05 -1.1808379108598612e-07 -3.4961353328604526e-06 4.9612818385360285e-05
leaf_weight=380 36 54 409 60 95 39 49 69 44 28 32 59 32 248 38 46 172 70 30 25 32 105 206 68 79 141 31 56 66 110
leaf_count=380 36 54 409 60 95 39 49 69 44 28 32 59 32 248 38 46 172 70 30 25 32 105 206 68 79 141 31 56 66 110
internal_value=0.000452234 0.000140158 0.00140684 -0.000189629 -0.000796887 -0.000459184 -0.00403333 -0.000160152 -0.00033402 0.000362935 -0.00108245 -0.00273548 -0.000584127 -0.000267477 -0.0028169 -0.00132075 -0.000113074 -0.00184615 0.00191753 -0.000357143 -0.00269565 0.000852197 0.001352 0.000749367 0.00220253 -0.000137404 -0.000209677 0.000545455 -0.00165289 0.00282014
internal_weight=2909 2529 515 2014 1274 1165 109 1038 969 507 462 144 314 318 70 105 282 106 193 55 127 740 489 384 147 251 237 197 110 138
internal_count=2909 2529 515 2014 1274 1165 109 1038 969 507 462 144 314 318 70 105 282 106 193 55 127 740 489 384 147 251 237 197 110 138
cat_boundaries=0 26 28 30 32 34 35 36 37 38 40 63 66 67
cat_threshold=1073741824 0 0 134217728 2147549184 0 0 2147483648 1 0 0 131072 2048 0 0 0 0 0 4096 8192 256 524288 0 8 0 16384 1073872896 4228 3168 2 17902624 2 49152 2147484672 131088 150 49216 4 131072 32 0 8 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 32800 512 524288 1123328
is_linear=0
shrinkage=0.04


Tree=846
num_leaves=31
num_cat=12
split_feature=7 8 8 7 12 6 12 0 0 0 4 1 12 6 0 0 5 4 1 17 12 1 3 3 6 0 3 4 1 0
split_gain=1.57026 0.887638 0.546003 0.7269 0.465761 0.585376 0.398107 0.404979 0.404771 0.335792 0.315641 0.475366 0.258607 0.348108 0.428453 0.282667 0.253274 0.238099 0.237948 0.233293 0.227528 0.396788 0.29815 0.192504 0.161887 0.159952 0.15244 0.149964 0.142531 0.126956
threshold=0 1 2 3 4 5 6 35.250000000000007 18.500000000000004 23.500000000000004 1050.0000000000002 5.5000000000000009 7 8 38.20000000000001 44.07500000000001 3.5000000000000004 10665290000.000002 5.5000000000000009 9 10 3.5000000000000004 2011.5000000000002 1998.5000000000002 11 39.07500000000001 1997.5000000000002 972430000.00000012 5.5000000000000009 40.250000000000007
decision_type=9 9 9 9 9 9 9 10 10 10 10 8 9 9 10 8 8 10 8 9 9 10 10 10 9 10 8 10 10 10
left_child=4 6 -3 18 5 9 7 -2 -8 -1 12 27 -5 14 -14 16 -15 -13 -4 29 21 -18 24 -7 25 -22 -21 -12 -26 -6
right_child=1 2 3 10 19 23 8 -9 -10 -11 11 17 13 15 -16 -17 20 -19 -20 26 22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-8.1803202793662994e-07 3.6932402763342337e-06 1.5746079726605758e-06 -1.6550549006961971e-05 9.5429550251710547e-07 6.9076552701865274e-06 6.6045568952261699e-06 -6.4940829582744335e-05 -1.232114257166134e-06 -1.1016010571689715e-06 6.2728105083923367e-07 -6.177523813893048e-07 7.6493914612854095e-05 0.0014181696251125101 -1.4323068815526921e-05 -4.9535565125126226e-05 1.3320100705746998e-05 2.2436999001517085e-06 -0.000125032086558549 2.4486266112959895e-07 1.8626348838044477e-07 6.8988620301086142e-05 -8.5285699182122107e-07 1.482697315222888e-05 -2.3479503970008832e-06 -2.3582835357710034e-08 4.4546745644977517e-06 6.5807570708876466e-06 -0.00013275640471064777 1.1478745354021747e-06 -1.1554086493001261e-06
leaf_weight=41 57 226 86 640 59 80 33 51 100 68 53 51 27 54 112 65 31 25 29 33 32 98 41 27 171 109 444 38 49 50
leaf_count=41 57 226 86 640 59 80 33 51 100 68 53 51 27 54 112 65 31 25 29 33 32 98 41 27 171 109 444 38 49 50
internal_value=0.000429386 -0.000131567 0.000158111 -9.05922e-05 0.00192866 0.000281938 -0.00236508 -0.000403361 -0.00380556 -0.0017 0.00013939 -0.0015 0.000332867 -0.000155 -0.00189333 0.000242058 -3.41295e-05 0.000831169 -0.00301587 0.00251926 0.000233083 -0.00117143 0.000697337 0.00227119 0.000342542 0.00134211 0.00292623 -0.00343478 -0.00034632 0.000633333
internal_weight=2980 2178 1937 1711 802 216 241 108 133 109 1596 167 1429 789 139 650 585 76 115 586 531 129 402 107 361 141 477 91 220 109
internal_count=2980 2178 1937 1711 802 216 241 108 133 109 1596 167 1429 789 139 650 585 76 115 586 531 129 402 107 361 141 477 91 220 109
cat_boundaries=0 18 48 74 85 87 88 89 90 91 92 93 94
cat_threshold=268451843 268435473 1679032320 8704 2 0 0 4202496 33622016 134217728 32 0 0 268435456 0 0 1073745936 33280 0 4 4 0 0 1 0 0 0 0 0 2048 8192 0 0 0 0 0 33554432 0 2147483776 0 4194304 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 4096 0 256 0 0 0 0 16384 131072 0 8192 2097156 0 0 0 268435456 0 0 8192 67306496 34 138 17852736 67265602 66 9 1050656 388
is_linear=0
shrinkage=0.04


Tree=847
num_leaves=31
num_cat=15
split_feature=7 11 7 12 5 12 1 0 7 12 6 3 6 1 9 0 9 0 9 0 1 0 17 0 3 12 1 1 3 12
split_gain=1.16282 0.732528 0.413818 0.624961 0.517151 0.347108 0.320757 0.290483 0.258543 0.294312 0.253376 0.323291 0.221301 0.426808 0.220762 0.223773 0.218398 0.284713 0.187102 0.182264 0.153261 0.146701 0.236098 0.142676 0.115368 0.230009 0.463848 0.112292 0.107424 0.10601
threshold=0 1 2 3 4.5000000000000009 4 5.5000000000000009 14.500000000000002 5 6 7 2009.5000000000002 8 5.5000000000000009 9 23.500000000000004 10 37.250000000000007 11 32.500000000000007 5.5000000000000009 35.850000000000009 12 14.500000000000002 2013.5000000000002 13 5.5000000000000009 5.5000000000000009 1997.5000000000002 14
decision_type=9 9 9 9 8 9 8 10 9 9 9 8 9 8 9 10 9 10 9 10 10 10 9 10 8 9 8 8 10 9
left_child=8 19 3 4 -3 10 23 -7 9 -1 11 -4 13 -9 15 -12 17 -11 24 -2 28 -17 -23 -6 -14 -26 -27 -24 -5 -16
right_child=1 2 5 20 6 7 -8 12 -10 16 14 -13 18 -15 29 21 -18 -19 -20 -21 -22 22 27 -25 25 26 -28 -29 -30 -31
leaf_value=-3.4031380635573055e-08 -8.7091225712940195e-07 -3.0701807241649796e-05 -9.1297316578962376e-05 1.3696105958243977e-07 4.8598888762487868e-06 2.3242924537268533e-06 -1.7598592742948237e-05 -1.5204062167812439e-06 7.0033431741539199e-06 9.3547526712856154e-07 -5.1412410414471586e-07 3.9991362624505428e-06 -9.9131190507057896e-06 2.046183495313951e-06 2.4893440804713356e-05 1.105381018652581e-05 9.7709401220347516e-06 -4.2589255261463795e-08 -1.2518167460620276e-06 -3.806263614364844e-06 2.8196360384845619e-06 2.6847480498338032e-06 -9.9255915627716792e-06 -5.3131448082721011e-08 2.7160332377592525e-05 4.6008743706824327e-06 -0.0003831237956223946 6.5173534407362768e-06 5.31326148183428e-06 1.3094399181097448e-06
leaf_weight=109 40 35 29 145 27 28 97 125 216 156 38 95 50 51 311 25 102 115 119 66 49 132 79 208 103 80 28 30 32 196
leaf_count=109 40 35 29 145 27 28 97 125 216 156 38 95 50 51 311 25 102 115 119 66 49 132 79 208 103 80 28 30 32 196
internal_value=0.000666438 0.000211754 0.000380594 -0.000509934 -0.00151323 0.000729412 -0.00105706 -4.0336e-05 0.00207616 0.00147667 0.00120507 -0.000474074 -0.000244165 -0.00136898 0.00146472 0.00055873 0.00201042 0.00129078 0.000306906 -0.00287179 0.00111392 0.000988764 0.000677686 -0.000254237 0.000897059 0.00133962 -6.72268e-05 -0.0007 0.000606742 0.00198456
internal_weight=2916 2218 2112 593 367 1519 332 584 698 482 935 124 556 176 811 304 373 271 380 106 226 266 241 235 261 211 108 109 177 507
internal_count=2916 2218 2112 593 367 1519 332 584 698 482 935 124 556 176 811 304 373 271 380 106 226 266 241 235 261 211 108 109 177 507
cat_boundaries=0 17 19 37 39 41 58 60 61 62 64 66 68 69 70 72
cat_threshold=131073 268435457 1611661312 2105344 2 134217728 131072 268443648 0 268443648 32 2097280 128 268435456 67108864 0 1073741840 32768 2148007936 268435456 128 8192 2052 32 2 0 131072 33556480 0 0 256 0 0 0 0 0 128 1150018 32 17989698 34 131073 0 0 2097152 2 134217728 131072 0 0 8192 0 128 0 268435456 0 0 16 16777248 32 4 136 256 20484 0 18432 0 6148 10 67175680 16908290 32
is_linear=0
shrinkage=0.04


Tree=848
num_leaves=31
num_cat=17
split_feature=7 8 12 7 13 0 9 8 12 12 0 1 9 4 12 6 0 0 1 0 13 0 1 12 12 1 1 6 0 11
split_gain=1.15452 1.31691 0.936778 0.589037 0.537539 0.714356 0.423624 0.339545 0.294997 0.286053 0.604111 0.456622 0.360713 0.332046 0.286925 0.283632 0.319792 0.260128 0.260113 0.206884 0.20312 0.198712 0.246786 0.282202 0.175831 0.275964 0.165981 0.163113 0.224156 0.157057
threshold=0 1 2 3 4 35.250000000000007 5 6 7 8 47.250000000000007 1.0000000180025095e-35 9 984745000.00000012 10 11 10.500000000000002 30.500000000000004 5.5000000000000009 42.960000000000008 12 42.250000000000007 5.5000000000000009 13 14 1.0000000180025095e-35 5.5000000000000009 15 18.500000000000004 16
decision_type=9 9 9 9 9 10 9 9 9 9 8 10 9 8 9 9 10 10 8 8 9 10 10 9 9 10 8 9 10 9
left_child=2 8 18 24 17 -6 26 20 -2 11 12 -9 -11 -14 29 -16 -17 -4 -1 27 -8 22 23 -18 -3 -26 -5 28 -13 -15
right_child=1 3 4 6 5 -7 7 9 -10 10 -12 19 13 14 15 16 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.3342292424190661e-06 3.3633948141590384e-06 6.3491139221402519e-07 -2.6595660125737868e-06 1.0233854237774428e-06 -3.2209818058474286e-06 5.322551523372443e-06 -1.5828583235269623e-08 -0.00010518194534094139 7.133164667675344e-06 -2.2435076210656039e-05 -4.9557799479231061e-05 1.9939437385931135e-07 -1.268294568663489e-05 2.7080836115428578e-08 2.3801261288700594e-05 4.6061270907732348e-06 7.8317653731119214e-08 -7.8973696524686199e-05 -5.3220403196730662e-07 6.8308862348709189e-05 1.1218528177678147e-06 2.5781311494720252e-05 1.2401168440451694e-06 -3.7740569727153038e-06 6.0988111710682581e-06 1.6672922781875874e-05 8.9795787558295871e-06 -3.582373935909861e-06 2.5681238045395546e-05 -8.1969900524278486e-06
leaf_weight=80 101 128 26 125 31 79 127 28 398 109 47 140 54 135 116 29 128 85 26 31 123 43 42 148 54 135 46 151 41 134
leaf_count=80 101 128 26 125 31 79 127 28 398 109 47 140 54 135 116 29 128 85 26 31 123 43 42 148 54 135 46 151 41 134
internal_value=0.000394424 0.000675305 -0.00181065 0.000233412 -0.00325862 -0.000991735 -5.08848e-05 -0.000254123 0.00250196 -0.000501802 -0.000863454 0.00040796 -0.000647497 -0.000338095 -0.000128866 0.000433269 -9.97505e-05 -0.00521311 0.00123077 0.000802198 0.0010728 -0.000430939 -0.000777429 -0.001213 0.00179268 0.00258 0.00178022 0.000504505 0.00127083 -0.00115714
internal_weight=2940 2613 327 2114 221 110 1797 1626 499 1376 985 391 938 829 775 506 390 111 106 363 250 361 318 276 317 189 171 332 181 269
internal_count=2940 2613 327 2114 221 110 1797 1626 499 1376 985 391 938 829 775 506 390 111 106 363 250 361 318 276 317 189 171 332 181 269
cat_boundaries=0 18 48 50 67 68 70 94 95 97 99 101 102 103 104 105 106 109
cat_threshold=0 16 8192 2099204 589824 8258 0 0 33554432 32 8192 0 8388608 0 0 0 0 384 1342177280 12 0 0 2147491840 1 0 2147483648 0 0 0 131076 10240 1048576 0 4096 0 0 0 10240 0 0 0 0 0 16384 64 0 0 8192 74816 32 268566529 268435456 1074790400 524800 2 0 0 268435456 0 0 0 256 16 268435456 0 0 1073745936 10 1 4 16 2048 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 4194304 8 65856 17828160 2 0 4128 67133440 32 260 12 132098 116800 8 32 0 524288
is_linear=0
shrinkage=0.04


Tree=849
num_leaves=31
num_cat=12
split_feature=7 8 7 3 2 8 12 0 6 3 7 1 3 6 2 2 2 12 2 2 1 12 2 12 3 3 12 0 4 2
split_gain=1.14278 1.00951 0.667613 0.420221 0.515227 0.390744 0.557263 0.589792 0.638054 0.47779 0.415172 0.755697 0.566663 0.397407 0.452385 0.379611 0.560644 0.410927 0.833325 0.703086 0.362792 0.321625 0.319718 0.42938 0.245961 0.68287 0.237728 0.215161 0.199933 0.261943
threshold=0 1 2 2020.5000000000002 43.500000000000007 3 4 10.500000000000002 5 2020.5000000000002 6 5.5000000000000009 2015.5000000000002 7 6.5000000000000009 36.500000000000007 32.500000000000007 8 23.500000000000004 4.5000000000000009 2.5000000000000004 9 442.50000000000006 10 2013.5000000000002 2002.5000000000002 11 44.07500000000001 481.00000000000006 1.0000000180025095e-35
decision_type=9 9 9 8 8 9 9 8 9 8 9 10 8 9 10 8 10 9 10 10 10 9 10 9 8 10 9 10 10 10
left_child=3 26 27 -1 -5 9 13 -8 21 -4 11 12 -10 14 -7 16 17 -12 19 -19 -15 -9 23 -17 25 -23 -2 -3 29 -26
right_child=1 2 5 4 -6 6 7 8 10 -11 15 -13 -14 20 -16 22 -18 18 -20 -21 -22 24 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=3.1209924380395219e-06 3.9927845205820665e-06 0.00067331143600050079 -1.9000742510979856e-05 -3.4303895474666081e-06 -3.189149076197542e-05 -1.1628391619475277e-05 1.8974504034250356e-06 3.6010983769955021e-05 -4.4054884468815845e-06 -8.8681209856126047e-08 -9.4674789121278162e-09 4.2570537570297276e-06 -6.9036637753362688e-06 -8.1224166435882769e-06 5.9678255271716883e-06 9.6427514924390164e-07 -1.6418399851718475e-05 1.253225065403126e-06 9.0575081657107148e-07 -3.7553959522217661e-06 7.2169778429471317e-07 6.1835552788173695e-05 -2.6656577751991902e-05 -9.5411044155321656e-08 -0.00035820871197943759 -0.00038285622644736172 2.4684450285219155e-05 -4.6585831359912494e-05 -0.00012709879614526188 2.2139106405765478e-05
leaf_weight=26 104 181 37 59 26 40 89 103 27 173 309 27 55 25 97 126 30 27 42 80 322 29 25 231 25 32 377 38 25 163
leaf_count=26 104 181 37 59 26 40 89 103 27 173 309 27 55 25 97 126 30 27 42 80 322 29 25 231 25 32 377 38 25 163
internal_value=0.000555744 0.000714386 0.000368088 -0.0032459 -0.00488372 0.000146977 0.000327835 -6.86812e-05 -0.000277082 -0.00144796 -0.000812121 -0.00303333 -0.00520482 0.00148687 -0.000351351 -0.000499432 -0.00124335 -0.000888889 -0.002525 -0.00455556 0.00220112 0.00110309 0.000438642 0.000748603 0.000336842 -0.00187097 0.00236585 0.00241739 0.000990654 0.00143915
internal_weight=2950 2839 2358 111 85 2139 1929 1445 1356 210 979 109 82 484 137 870 488 458 149 107 347 377 382 357 274 61 481 219 213 188
internal_count=2950 2839 2358 111 85 2139 1929 1445 1356 210 979 109 82 484 137 870 488 458 149 107 347 377 382 357 274 61 481 219 213 188
cat_boundaries=0 18 48 66 96 98 99 109 110 111 113 114 115
cat_threshold=131072 16 0 2097152 524288 2 0 268435456 0 0 0 0 0 0 0 32 0 128 16 2056 0 0 2147549184 1 0 0 0 0 0 4 8256 1536 0 0 0 0 0 10240 0 524288 0 0 0 49152 0 0 0 8192 2 268435457 0 10240 0 134217728 0 8192 0 0 0 0 16 268435456 0 0 4112 512 1342177280 0 0 0 0 0 0 0 0 0 0 2048 2048 0 268435456 0 0 0 33554432 2 2147483648 0 4194304 0 0 0 0 0 0 4096 16834560 2 86 0 128 67108864 4 0 0 0 0 2048 32 86 67176546 67240992 32 1115200 82240
is_linear=0
shrinkage=0.04


Tree=850
num_leaves=31
num_cat=12
split_feature=7 8 9 11 4 3 9 1 7 3 0 7 8 11 0 3 7 0 6 4 4 1 0 1 4 4 4 0 0 8
split_gain=0.864382 0.565325 0.435815 0.411634 0.459282 0.372445 0.364835 0.424841 0.322253 0.301873 0.341845 0.297628 0.308389 0.303761 0.284602 0.268155 0.256899 0.5453 0.268968 0.26148 0.18005 0.179691 0.169868 0.292388 0.126657 0.118993 0.1663 0.117331 0.116836 0.120111
threshold=0 1 2 3 8181455000.000001 2015.5000000000002 4 5.5000000000000009 5 1998.5000000000002 32.500000000000007 6 7 8 35.250000000000007 2018.5000000000002 9 39.07500000000001 10 5039060000.000001 2091500000.0000002 4.5000000000000009 35.600000000000009 5.5000000000000009 925740000.00000012 20282.500000000004 575.00000000000011 35.600000000000009 10.500000000000002 11
decision_type=9 9 9 9 10 10 9 8 9 10 10 9 9 9 10 10 9 10 9 8 8 10 8 8 8 10 10 10 10 9
left_child=3 5 -3 8 9 6 7 -2 -1 10 -5 21 -13 24 -8 16 17 27 19 25 -12 -4 -20 -24 -14 26 -18 -15 -26 -30
right_child=1 2 11 4 -6 -7 14 -9 -10 -11 20 12 13 15 -16 -17 18 -19 22 -21 -22 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=4.5513939201604418e-07 2.6341654994123745e-07 -5.827024488495711e-05 1.7378731652489431e-06 2.982169898594595e-06 0.00025548827714242647 5.2310122642342027e-05 -1.1234738452248971e-05 -9.1564229669756974e-05 -9.4011534886357657e-06 -1.8536814470631343e-05 -0.00020510926913236646 6.7950590753750648e-06 9.0444700647788834e-06 -3.4538763101283221e-07 -7.3858242513856389e-07 -1.1076700316467796e-05 -7.1754885442623652e-06 -5.8674946453077749e-05 2.9528647045209922e-06 6.2341964317841118e-06 -4.7606418341908684e-06 1.9062311343421095e-06 9.8949067349085319e-08 -0.00028225490087859445 1.5685917397080432e-06 -3.4218966028694289e-06 8.6519193126673161e-06 0.0025301990437863655 9.9357671851670406e-08 2.6585166824845797e-06
leaf_weight=103 207 107 56 29 25 26 26 48 132 28 26 121 35 43 102 65 37 39 117 430 89 201 246 63 52 30 30 30 201 179
leaf_count=103 207 107 56 29 25 26 26 48 132 28 26 121 35 43 102 65 37 39 117 430 89 201 246 63 52 30 30 30 201 179
internal_value=0.000387141 0.000673062 0.000940277 -0.00124605 -0.00255769 -0.00067619 -0.00101042 -7.51878e-05 -8.13007e-05 -0.00342197 -0.00264828 0.00107754 0.000874494 0.00071393 -0.00264748 0.00035057 0.000506567 -0.00123577 0.000717842 0.00131599 -0.00362069 0.00234328 -3.66131e-05 -0.000529032 0.00156485 -0.000530612 0.000411765 0.000702703 0.00140416 0.00115486
internal_weight=2923 2491 2082 432 197 409 383 255 235 172 144 1975 1718 1597 128 1130 1065 112 953 527 115 257 426 309 467 97 67 73 432 380
internal_count=2923 2491 2082 432 197 409 383 255 235 172 144 1975 1718 1597 128 1130 1065 112 953 527 115 257 426 309 467 97 67 73 432 380
cat_boundaries=0 18 47 49 50 52 62 74 101 104 121 122 145
cat_threshold=268435458 17 67117056 2052 32 134225986 0 268435456 33554432 8192 8192 0 0 0 0 0 0 128 1073741840 0 4 134217728 0 0 262144 2147483648 1 0 0 2048 64 0 0 0 0 0 33554432 0 2147483776 0 4194304 0 0 32768 4 0 524288 256 32 36 256 18432 0 0 67117056 2048 0 64 0 0 0 8192 0 128 1048576 512 0 0 0 8192 65536 32 32768 128 0 4 0 0 2147483648 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 64 32800 0 524288 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 4112 452 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=851
num_leaves=31
num_cat=13
split_feature=7 8 12 4 8 9 0 12 0 12 7 8 13 0 2 2 2 2 12 7 1 9 2 0 4 1 0 2 2 2
split_gain=1.04117 0.768456 0.70302 1.01534 0.523563 0.459829 0.424037 0.289627 0.324663 0.272216 0.378128 0.317575 0.305498 0.396909 0.405983 0.244706 0.240094 0.233486 0.23322 0.298732 0.245591 0.24068 0.235137 0.227826 0.225282 0.214525 0.265758 0.806703 0.447057 0.211137
threshold=0 1 2 3215.5000000000005 3 4 40.250000000000007 5 39.07500000000001 6 7 8 9 22.750000000000004 47.500000000000007 10.500000000000002 15.500000000000002 23.500000000000004 10 11 4.5000000000000009 12 5.5000000000000009 32.500000000000007 45.000000000000007 4.5000000000000009 39.07500000000001 36.500000000000007 39.500000000000007 9.5000000000000018
decision_type=9 9 9 8 9 9 10 9 10 9 9 9 9 10 10 8 8 10 9 9 10 9 8 10 10 10 8 8 10 10
left_child=6 2 -2 -4 29 7 15 8 -6 12 -11 -12 -7 -14 -15 -1 -5 -10 20 -20 -13 -22 -23 -18 -21 -17 28 -28 -27 -3
right_child=1 4 3 16 5 9 -8 -9 17 10 11 18 13 14 -16 25 23 -19 19 24 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=2.1097244029256538e-06 -6.8956947648673321e-06 2.2836136381191767e-05 -3.1398192286503025e-05 1.138297650467951e-05 2.8385172277632444e-06 1.0379135828506341e-06 -0.00017998092247090768 5.7676973285935629e-06 9.731910631014575e-06 1.9456718165499714e-06 -9.5859711116904324e-07 1.9908074486979064e-05 1.3910551314006008e-07 -4.6267552283206834e-06 -4.7181181213256377e-05 3.2188988442453088e-07 2.2856897477880551e-06 -5.7826450935525924e-05 1.9349761588323488e-07 -1.3758604071506987e-06 5.1377591195683259e-06 1.2077152710712636e-05 7.5027082431233798e-08 -3.5364809992018232e-07 9.6133879060079766e-06 -2.7754347074233843e-07 -2.2727832479746692e-05 1.4978371143350788e-05 -1.1200170310156714e-05 0.00016046459532082053
leaf_weight=60 167 139 25 69 33 167 25 207 62 108 108 55 68 115 29 26 56 32 136 410 127 47 284 94 48 29 34 27 28 125
leaf_count=60 167 139 25 69 33 167 25 207 62 108 108 55 68 115 29 26 56 32 136 410 127 47 284 94 48 29 34 27 28 125
internal_value=0.000516831 0.000736223 -0.000843602 0.000533333 0.0010212 0.000793356 -0.00201667 0.00213333 0.000492754 0.000518389 0.000788606 0.000570963 -0.000420513 -0.0013991 -0.00264828 -0.00148293 0.00143636 -0.000673684 0.000776387 0.000224794 0.00139695 0.00111547 0.000479532 0.000529801 -0.000272921 -0.00237241 -0.00309244 -0.00122581 -0.00503448 0.00267636
internal_weight=2940 2711 411 244 2300 2036 229 334 127 1702 1323 1215 379 212 144 204 219 94 1107 594 513 458 331 150 458 144 118 61 57 264
internal_count=2940 2711 411 244 2300 2036 229 334 127 1702 1323 1215 379 212 144 204 219 94 1107 594 513 458 331 150 458 144 118 61 57 264
cat_boundaries=0 18 47 49 78 80 82 83 97 118 119 120 137 139
cat_threshold=0 268435456 67108864 2048 524288 134225986 0 536870912 0 8192 8192 0 0 0 0 0 0 128 1342177280 4 4 0 0 0 262144 0 1 0 0 0 64 0 0 0 0 0 4096 0 2147483776 0 0 8 0 0 0 0 524288 1179682 32 0 2048 0 134217728 65536 1 0 0 0 0 0 4 0 1049600 0 4096 0 0 0 2048 0 524288 0 0 0 268435456 0 0 128 1073873153 8196 41024 32 67176480 0 0 1611661312 4 0 0 0 268435456 33554432 0 0 0 0 268435456 0 0 0 0 0 0 0 2147483648 0 0 0 0 8192 512 0 0 0 0 0 0 256 12 16909378 0 0 0 0 0 0 131072 0 65536 0 0 0 0 0 0 0 16 0 20608
is_linear=0
shrinkage=0.04


Tree=852
num_leaves=31
num_cat=9
split_feature=8 8 12 0 0 12 2 12 13 0 1 12 4 2 2 2 12 2 6 2 2 2 0 2 2 2 2 5 4 2
split_gain=0.616295 0.36548 0.623479 0.873228 0.345499 0.337303 0.402252 0.303866 0.293686 0.273309 0.349023 0.45533 0.275471 0.315777 0.447082 0.414507 0.449599 0.498028 0.409701 0.421497 0.374317 0.266791 0.274624 0.233557 0.478414 0.305612 0.188273 0.171936 0.291249 0.298512
threshold=0 1 2 37.750000000000007 50.425000000000004 3 689.50000000000011 4 5 47.750000000000007 5.5000000000000009 6 425.00000000000006 122.50000000000001 172.50000000000003 62.500000000000007 7 32.500000000000007 8 31.500000000000004 2.5000000000000004 10.500000000000002 30.500000000000004 20.500000000000004 11.500000000000002 6.5000000000000009 27.500000000000004 2.5000000000000004 12415638000.000002 12.500000000000002
decision_type=9 9 9 10 8 9 8 9 9 10 8 9 8 8 8 10 9 10 9 10 10 10 10 10 10 10 8 8 8 10
left_child=5 2 3 -2 7 26 -7 8 -3 10 12 21 -9 15 -15 16 17 23 19 20 -18 -12 -23 24 25 -14 27 -1 -29 -30
right_child=1 4 -4 -5 -6 6 -8 9 -10 -11 11 -13 13 14 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.8861788369597995e-05 1.4450823335097473e-06 1.9442172408883332e-06 6.0331778966997337e-07 -3.304013386630132e-05 7.5936084958718142e-06 3.6405278363348947e-06 -4.2315354391570674e-06 1.2739999508710235e-05 1.398976963429277e-07 -5.5216509905317779e-05 -6.1383623714095242e-05 5.9231396713464031e-06 -1.0237457445184947e-06 -2.485408364677486e-05 -1.1141025778402464e-05 5.028721319332932e-07 7.9494495827248096e-06 -3.7332551434967026e-06 4.9379515696645337e-06 4.856681880623074e-07 -6.259701857138366e-06 -9.2875120999132082e-07 0.00049719216205086256 2.1617292477778379e-06 -3.5194442355598713e-05 1.9064878950561991e-05 7.1231728507831101e-07 0.00017857248911718794 4.1215694245320033e-06 -2.0089981884463219e-06
leaf_weight=27 51 218 156 81 43 326 25 55 328 38 44 207 54 25 103 123 25 56 311 67 144 56 27 48 49 36 148 26 46 44
leaf_count=27 51 218 156 81 43 326 25 55 328 38 44 207 54 25 103 123 25 56 311 67 144 56 27 48 49 36 148 26 46 44
internal_value=0.000518072 0.000212224 -0.00109699 -0.00302098 0.000400387 0.0016049 0.00244199 0.000325558 0.00112029 2.16364e-05 0.00011181 0.00124179 -0.000233364 -0.000380038 -0.00223256 -0.000118162 -0.00045512 -0.00184252 0.000193549 -0.00103644 -0.00214118 -0.000666667 0.000619048 -0.000914893 -0.00174286 1.47374e-10 0.000543046 -0.000472222 0.000205128 -0.000879121
internal_weight=2987 2345 288 132 2057 642 351 2014 546 1468 1430 334 1096 1041 128 913 790 243 547 236 169 127 83 187 139 90 291 143 116 90
internal_count=2987 2345 288 132 2057 642 351 2014 546 1468 1430 334 1096 1041 128 913 790 243 547 236 169 127 83 187 139 90 291 143 116 90
cat_boundaries=0 27 57 59 60 61 62 64 66 67
cat_threshold=0 10 4 134217728 2147483648 0 0 0 1 32768 0 4 10240 512 0 0 0 0 4096 10240 256 0 4194304 0 0 0 64 1342177296 4 0 0 0 0 0 2147483648 0 0 0 0 64 0 0 4096 0 0 33554432 0 0 0 0 8 0 0 0 0 0 4096 16843104 32 67258434 1122368 12 150528 32 16777504 34 28
is_linear=0
shrinkage=0.04


Tree=853
num_leaves=31
num_cat=8
split_feature=7 7 12 2 12 4 0 2 4 12 1 2 6 2 6 18 2 2 0 2 2 2 2 2 1 2 0 1 1 4
split_gain=0.986681 0.595286 0.425801 0.471658 0.345627 0.589862 1.34846 0.663517 0.436204 0.335946 0.318769 0.295489 0.386404 0.917149 0.246165 0.232421 0.216215 0.204815 0.201006 0.725628 0.367549 0.20354 0.200346 0.361874 0.193011 0.310642 0.294548 0.170795 0.157929 0.137558
threshold=0 1 2 29.500000000000004 3 6670500000.000001 40.675000000000004 18.500000000000004 481.00000000000006 4 2.5000000000000004 43.500000000000007 5 151.50000000000003 6 7 27.500000000000004 19.500000000000004 37.250000000000007 26.500000000000004 60.500000000000007 2.5000000000000004 15.500000000000002 8.5000000000000018 5.5000000000000009 32.500000000000007 9.5000000000000018 5.5000000000000009 4.5000000000000009 575.00000000000011
decision_type=9 9 9 8 9 8 8 8 10 9 10 8 9 8 9 9 8 10 10 8 8 10 10 10 10 10 10 10 10 10
left_child=2 10 -1 22 11 6 7 8 -6 -7 -2 14 -13 -14 17 -11 -12 27 21 -20 -21 -17 23 -4 26 -26 -23 -3 -15 -9
right_child=1 4 3 -5 5 9 -8 29 -10 15 16 12 13 28 -16 18 -18 -19 19 20 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.5007324592236456e-06 0.00011661939780893281 -3.9756898273512217e-08 -6.3986857430648949e-07 1.9171885506794202e-06 3.9067296029128625e-07 1.8132651030404916e-06 -0.00030729127160010537 1.0333698158813281e-06 -9.0714122852396183e-05 0.00012718906584052275 -3.9657270640941256e-06 6.5444857004203236e-07 -3.9794330629707754e-05 -0.00047116669876645417 1.0518949487662847e-05 -2.1123462420807606e-07 -1.9368674334441217e-05 1.2582658371635472e-07 5.6360934140233334e-07 -5.8914796528064025e-05 -4.7813728627276052e-05 -2.7956396316477751e-06 -8.6974627085290085e-06 6.437079095736279e-06 -4.7690847205006072e-05 8.8591565932318956e-07 4.9392025886508401e-07 -1.4934050054120557e-06 0.00028570474691777005 1.3754623604138479e-05
leaf_weight=376 39 78 51 190 38 533 36 33 34 33 27 132 40 28 384 42 37 97 128 38 46 39 52 53 27 38 160 25 44 37
leaf_count=376 39 78 51 190 38 533 36 33 34 33 27 132 40 28 384 42 37 97 128 38 46 39 52 53 27 38 160 25 44 37
internal_value=0.000541838 0.000114338 0.00181173 0.000739496 0.00026654 -0.000150825 -0.00227933 -0.000503496 -0.00317808 0.000199078 -0.00270175 0.000896305 -0.000261224 -0.00188618 0.00139487 -0.000491103 -0.00467692 0.000189574 -0.000709056 -0.00165258 -0.00451765 -5.21171e-05 -0.000866242 0.000152381 0.000362264 -0.00151515 0.00098 -0.00103846 0.000657534 0.00225352
internal_weight=2915 2193 722 346 2090 1262 178 142 72 1084 103 828 244 112 584 551 64 200 518 212 84 306 156 104 264 65 199 103 72 70
internal_count=2915 2193 722 346 2090 1262 178 142 72 1084 103 828 244 112 584 551 64 200 518 212 84 306 156 104 264 65 199 103 72 70
cat_boundaries=0 18 30 31 32 33 34 35 36
cat_threshold=1 128 1712324608 4 34 8192 0 536870912 2048 134217760 32 256 268435472 268435456 0 0 1073746048 512 0 268435456 0 0 524288 134217730 0 268435456 0 0 0 128 84975874 1150240 131138 264 72 4
is_linear=0
shrinkage=0.04


Tree=854
num_leaves=31
num_cat=7
split_feature=8 8 0 3 9 12 12 2 0 2 2 2 2 3 2 0 9 1 12 0 3 2 0 2 4 2 2 2 3 2
split_gain=1.26983 0.624229 0.883359 0.560273 0.42011 0.396499 0.384772 0.32859 0.285036 0.320968 0.300833 0.252602 0.668058 0.334336 0.290052 0.598545 0.313186 0.649856 0.416739 0.29435 0.293182 0.265865 0.263115 0.297903 0.296494 0.244735 0.224511 0.223982 0.217932 0.273627
threshold=0 1 33.175000000000004 1995.5000000000002 2 3 4 6.5000000000000009 39.07500000000001 8.5000000000000018 19.500000000000004 111.00000000000001 298.50000000000006 1994.5000000000002 50.500000000000007 15.500000000000002 5 5.5000000000000009 6 10.500000000000002 1997.5000000000002 13.500000000000002 29.500000000000004 39.500000000000007 141.00000000000003 79.500000000000014 2.5000000000000004 70.500000000000014 2003.5000000000002 18.500000000000004
decision_type=9 9 10 10 9 9 9 8 10 10 10 10 10 8 10 10 9 8 9 8 10 10 10 10 10 10 10 10 8 8
left_child=5 2 3 -2 28 -1 -6 -8 -4 26 -11 13 -13 -9 16 25 18 20 19 -15 21 -18 23 -21 -24 -16 -10 -12 -3 -30
right_child=1 4 8 -5 6 -7 7 11 9 10 27 12 -14 14 15 -17 17 -19 -20 22 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.4997059677034015e-07 2.8243519088492277e-06 -1.0257576671395269e-05 -1.6327782743655484e-05 -2.3292657880372494e-06 1.3696715685402285e-06 5.4032485288754781e-06 -2.9841017347929496e-06 2.7031781920285138e-05 -2.350806021621736e-05 -4.7921560583728183e-06 5.2493028788946213e-06 -1.1121145679043529e-05 7.6573862621198146e-05 -2.3506051436479599e-07 -7.749080142485077e-08 7.5808675342882155e-06 -0.00037950769306805223 0.0029610468322896107 4.887493834431892e-07 5.5776603637745812e-07 1.2146224648719547e-06 -0.00020555321020659286 -9.5962193745695008e-06 -2.5252708645155074e-07 4.1306922350060377e-05 2.1485700199100031e-07 0.00019968381900803785 -2.9186595786434458e-05 1.4940603356654199e-05 1.59496429147601e-06
leaf_weight=105 154 28 29 35 412 507 211 38 52 36 31 61 42 27 36 114 39 33 225 66 34 25 162 25 28 29 26 32 153 165
leaf_count=105 154 28 29 35 412 507 211 38 52 36 31 61 42 27 36 114 39 33 225 66 34 25 162 25 28 29 26 32 153 165
internal_value=0.000526849 9.83469e-05 -0.00133005 0.000610526 0.000393075 0.00213162 0.000116193 -0.000248756 -0.00316908 -0.00253933 -0.00404 5.68529e-05 -0.00180769 0.000276644 0.000109005 0.00153333 -0.000276692 -0.00194366 0.000169118 -0.000777429 -0.00371717 -0.00529231 -0.000411347 0.00134783 -0.00125654 -0.00151515 -0.000607595 -0.0023125 0.00163585 0.00198119
internal_weight=2960 2348 395 189 1953 612 1607 1195 206 177 99 984 103 881 843 179 664 131 533 308 98 64 281 91 190 65 78 63 346 318
internal_count=2960 2348 395 189 1953 612 1607 1195 206 177 99 984 103 881 843 179 664 131 533 308 98 64 281 91 190 65 78 63 346 318
cat_boundaries=0 29 59 61 62 64 66 67
cat_threshold=268435472 0 0 0 2147483648 0 0 2147483648 1 0 0 133124 10240 512 268435456 0 0 0 0 8192 256 0 0 0 0 16384 64 0 524288 0 12 4 0 0 1 0 0 0 0 0 33554432 64 0 0 4096 0 0 33554432 0 128 0 0 8 0 0 0 0 0 4096 1073741824 16388 68176896 67110976 34 1 6272 16802082
is_linear=0
shrinkage=0.04


Tree=855
num_leaves=31
num_cat=11
split_feature=7 8 7 12 8 4 6 2 0 0 12 12 2 2 2 12 0 0 11 0 2 3 2 2 4 2 2 2 9 3
split_gain=1.59885 1.04058 0.697623 0.427115 0.376186 0.434581 0.420889 0.549653 0.353874 0.51764 0.425094 0.391219 0.363346 0.731411 0.705696 0.344918 0.326442 0.358526 0.324667 0.869303 0.530001 0.304623 0.298265 0.296874 0.291275 0.285334 0.253379 0.251008 0.345951 0.48803
threshold=0 1 2 3 4 12000.000000000002 5 442.50000000000006 35.250000000000007 38.57500000000001 6 7 16.500000000000004 46.500000000000007 61.500000000000007 8 18.500000000000004 35.850000000000009 9 36.900000000000006 89.500000000000014 1992.5000000000002 83.500000000000014 37.500000000000007 520.00000000000011 151.50000000000003 29.500000000000004 4.5000000000000009 10 2005.5000000000002
decision_type=9 9 9 9 9 10 9 10 8 10 9 9 8 8 8 9 10 10 9 10 8 10 10 10 8 8 10 10 9 8
left_child=15 -2 18 25 16 6 24 8 10 -10 12 -11 -8 -14 -15 21 -5 -18 -3 20 -20 26 -7 -13 -6 -4 -1 -26 29 -29
right_child=1 2 3 4 5 22 7 -9 9 11 -12 23 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-1.0277134872773351e-06 5.9200716957416949e-06 -1.6560980585101468e-07 2.6433589956354954e-07 6.4581502201122021e-07 -0.00015727781192742378 -0.00012537124054046444 -2.8905721601888216e-06 -5.4971355320029821e-05 -0.00045580629259940597 -8.9348873071411898e-06 4.622721026755827e-07 -1.8063994040883051e-07 8.8824423363968232e-07 -9.0777656688809686e-06 1.2354274845983391e-07 6.5061021103500106e-06 -2.8335578460343362e-06 -3.8952386995429454e-07 -3.2058172831337503e-06 -7.2079034354603227e-05 0.0001845532296886887 -2.0325033456564318e-05 3.9729385330359528e-06 6.5987995155532255e-06 0.00015319470643898139 4.3064454701972119e-05 3.7755685402615067e-06 -0.00016410247948719353 8.2599787426404042e-06 4.2754094517714846e-06
leaf_weight=54 349 102 296 26 29 25 51 27 42 147 198 198 77 32 63 463 26 51 53 27 41 26 25 73 72 48 35 29 171 71
leaf_count=54 349 102 296 26 29 25 51 27 42 147 198 198 77 32 63 463 26 51 53 27 41 26 25 73 72 48 35 29 171 71
internal_value=0.000364754 -0.00010339 -0.000457484 -0.000185682 -0.000490305 -0.000298285 -0.000156128 -0.000618063 -0.000448979 -0.00121475 0.000388626 -0.000782816 -0.000803419 4.62429e-05 -0.00229167 0.0022275 -0.00270175 -0.00425641 -0.00251282 -0.00390909 -0.00235789 0.00015873 -0.00392157 0.000156029 0.000960836 0.00105916 0.00128889 0.00131395 0.00075 -0.00108108
internal_weight=2927 2349 2000 1777 1433 1330 1280 908 881 460 421 418 223 172 95 578 103 77 223 121 94 115 50 271 372 344 89 343 271 100
internal_count=2927 2349 2000 1777 1433 1330 1280 908 881 460 421 418 223 172 95 578 103 77 223 121 94 115 50 271 372 344 89 343 271 100
cat_boundaries=0 18 45 62 64 87 88 90 91 92 95 97
cat_threshold=268435458 145 1108344832 524292 2 0 33554432 268443648 0 134217744 32800 256 16 268435456 0 0 1073745920 128 16 2048 0 0 0 0 0 0 1 0 0 131076 10240 512 0 0 0 0 0 2048 0 0 0 8 0 16384 64 131072 0 603987968 2048 0 134217728 0 0 33554432 0 0 128 0 0 0 0 16 67111200 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 4194304 196 16932864 32 230400 92160 4 0 524288 0 16560
is_linear=0
shrinkage=0.04


Tree=856
num_leaves=31
num_cat=16
split_feature=7 7 8 12 11 10 8 1 12 7 9 3 5 11 3 4 4 12 7 3 7 12 3 16 3 4 5 4 3 3
split_gain=1.51015 0.769068 0.608333 0.61653 0.534995 0.832232 0.532371 0.363758 0.735127 0.354754 0.39008 0.377229 0.316712 0.308568 0.243279 0.209935 0.207212 0.200262 0.19961 0.255824 0.184757 0.157845 0.141072 0.312602 0.133226 0.133927 0.182399 0.117137 0.0884076 0.0868135
threshold=0 1 2 3 4 5 6 2.5000000000000004 7 8 9 2015.5000000000002 2.5000000000000004 10 1995.5000000000002 26121510000.000004 16098220000.000002 11 12 2010.5000000000002 13 14 2005.5000000000002 15 2005.5000000000002 9300.0000000000018 1.5000000000000002 1950.0000000000002 2015.5000000000002 2003.5000000000002
decision_type=9 9 9 9 9 9 9 10 9 9 9 10 8 9 8 8 8 9 9 8 9 9 8 1 8 8 10 10 8 10
left_child=17 12 21 13 6 7 -5 16 -9 -8 11 20 -2 -4 -15 -10 -6 -1 19 -14 -11 -3 -22 -24 -16 -26 28 29 -27 -12
right_child=1 2 3 4 5 -7 9 8 15 10 27 -13 18 14 24 -17 -18 -19 -20 -21 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=3.4861207073299212e-06 -2.1933015697691555e-05 3.5746930577399273e-06 4.0561523170575649e-07 -5.7157033606623176e-07 -4.9625072593575906e-05 0.0001584056376368445 1.3324092868234454e-06 -2.0212340612756207e-06 -0.00010523596184164319 1.1527273294729346e-08 3.8961409606901893e-07 5.9567972380483739e-06 -9.3977931043875536e-06 2.7289968437706089e-05 -4.4030583578545653e-05 -2.7714720251864666e-05 4.9162038070575351e-06 1.0245669914427902e-05 -1.4696386411714917e-05 7.7577415784664368e-05 -3.2359491659313556e-05 8.9625720965652572e-06 1.6190244450406274e-06 -4.7359297384428703e-06 -3.2944976662342908e-06 6.8672816360058879e-06 7.3735357131550757e-06 3.8767913319250988e-05 4.4419285609355049e-07 0.0010068444424872478
leaf_weight=115 27 128 171 133 26 111 133 103 25 127 158 54 41 31 32 106 70 242 102 71 40 145 127 76 42 29 26 28 354 37
leaf_count=115 27 128 171 133 26 111 133 103 25 127 158 54 41 31 32 106 70 242 102 71 40 145 127 76 42 29 26 28 354 37
internal_value=0.000398489 5.14822e-05 0.00027895 3.70733e-05 -0.000457143 -0.00158407 9.95672e-05 -0.00258064 -0.00350638 0.000505689 0.000103344 -0.000606896 -0.00204762 0.00100575 0.000487619 -0.00532394 -0.000577319 0.00279348 -0.0016 -0.000260162 -0.00107817 0.00201408 -0.00168504 -0.00131373 0.000272727 0.000451328 0.000673171 0.0014188 0.000447917 0.00112245
internal_weight=2910 2553 2312 2039 1354 441 913 330 234 780 647 424 241 685 514 131 96 357 214 112 370 273 243 203 483 451 409 223 383 195
internal_count=2910 2553 2312 2039 1354 441 913 330 234 780 647 424 241 685 514 131 96 357 214 112 370 273 243 203 483 451 409 223 383 195
cat_boundaries=0 18 35 61 62 64 65 88 89 99 101 102 104 121 130 132 133
cat_threshold=1 144 1073741824 0 34 0 33554432 268443648 0 0 32800 256 67109008 268435456 0 0 1073741824 256 268566528 1 536870912 2099200 0 134217730 0 0 33554432 0 8192 0 0 0 0 32 16 0 8 0 0 2147549184 0 0 2147483648 0 0 0 4 10240 0 0 0 0 0 0 0 0 0 0 8 0 16384 67217408 67108900 2147484672 256 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 384 0 4194304 148576 16386 0 1048576 0 0 0 131072 0 0 8192 0 2068 32 100352 32 0 1 0 2099200 0 0 0 0 33554432 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 131072 2048 100416 32 2
is_linear=0
shrinkage=0.04


Tree=857
num_leaves=31
num_cat=9
split_feature=7 8 7 3 12 2 1 0 2 4 3 2 15 2 4 0 1 7 12 13 2 3 0 5 2 2 3 7 2 0
split_gain=1.17263 0.707866 0.845505 0.595186 0.555099 0.668991 0.639657 0.484164 0.543464 0.479351 0.455222 0.766713 0.519453 0.552381 0.552173 0.481018 0.431118 0.409861 0.424655 0.47078 0.487024 0.394386 0.49174 0.65046 0.381481 0.358636 0.357627 0.300898 0.317058 0.250618
threshold=0 1 2 2010.5000000000002 3 111.00000000000001 2.5000000000000004 44.07500000000001 37.500000000000007 425.00000000000006 2015.5000000000002 12.500000000000002 4 22.500000000000004 5368.5000000000009 39.07500000000001 4.5000000000000009 5 6 7 17.500000000000004 1999.5000000000002 36.900000000000006 1.0000000180025095e-35 18.500000000000004 1025.0000000000002 2002.5000000000002 8 71.500000000000014 23.500000000000004
decision_type=9 9 9 10 9 8 10 8 10 8 8 10 9 10 8 10 10 9 9 9 8 10 10 10 10 8 10 9 10 10
left_child=21 3 -3 9 26 7 -7 8 10 -2 11 -6 13 -12 -14 -15 -16 24 19 20 -19 22 -1 -24 -11 -8 -4 28 29 -10
right_child=1 2 4 -5 5 6 25 -9 27 17 12 -13 14 15 16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7220996447313038e-06 -2.5097242336961113e-05 4.3108104018811612e-05 2.3512733648885327e-06 -2.333613965436656e-05 -0.00015968331321467214 1.7814221690759429e-06 -2.8993385746359258e-05 1.0761880949174737e-05 2.4369928763128709e-07 4.628319245085777e-06 2.1029587523292776e-06 6.8855328921881809e-06 6.3845479206985314e-05 7.5003256370109738e-08 1.7536926171059839e-08 -2.7272033628175998e-05 -5.8673944369405052e-06 -1.4864155843956944e-07 3.0503953220950585e-06 -8.5461895595895497e-06 5.5313555775476045e-06 4.016179515841807e-05 -5.9296721943416726e-05 1.2597187689278321e-06 -2.2006823503435771e-05 -1.0481409536634524e-05 -5.2913442469063168e-07 1.4647465243743885e-06 -8.2056464889218873e-08 -1.9548820505535751e-07
leaf_weight=62 30 294 548 49 28 85 42 76 83 31 247 33 25 27 79 26 122 70 133 146 78 40 91 25 76 51 136 116 42 27
leaf_count=62 30 294 548 49 28 85 42 76 83 31 247 33 25 27 79 26 122 70 133 146 78 40 91 25 76 51 136 116 42 27
internal_value=0.000271326 0.00050166 0.00085224 -0.000685897 0.00051663 -3.92856e-05 -0.00227933 0.000390558 0.000116823 -0.000325664 -0.000564626 -0.00380645 -0.000182163 0.000900322 -0.0015865 -0.00274074 -0.00235644 -4.48597e-05 0.000520548 -0.000340983 0.00120755 -0.00248035 -0.00339665 -0.00492308 -0.00213559 -0.00455319 0.00140432 0.00160595 0.000294479 0.00144144
internal_weight=2918 2700 2087 613 1793 1109 178 931 855 564 587 61 526 300 226 53 201 534 427 294 148 218 178 116 107 93 684 268 152 110
internal_count=2918 2700 2087 613 1793 1109 178 931 855 564 587 61 526 300 226 53 201 534 427 294 148 218 178 116 107 93 684 268 152 110
cat_boundaries=0 18 48 65 67 68 82 83 84 92
cat_threshold=131072 1 0 2621440 524288 134217728 0 536870912 33554432 0 8192 0 0 0 0 0 16 128 268435472 4 4 0 0 1 262144 0 0 0 0 2048 2048 512 0 0 0 0 0 8192 128 0 4194304 0 0 0 64 0 524288 4096 2 0 1048576 0 0 0 0 8192 2048 32 32768 0 144 268435456 0 32 1073745920 3362 2 67108864 0 0 0 0 0 0 0 131072 65536 32 0 0 0 268435456 1164386 10 0 0 67108864 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=858
num_leaves=31
num_cat=15
split_feature=7 12 8 7 17 5 8 3 3 8 1 4 3 3 3 8 9 13 4 7 12 12 3 3 5 7 3 15 3 1
split_gain=0.875775 0.473477 0.839114 0.480628 0.568466 1.36119 0.439973 0.365132 0.769249 0.346098 0.332826 0.302483 0.277232 0.274059 0.258898 0.242678 0.29611 0.225156 0.222763 0.19385 0.265247 0.199427 0.19186 0.178718 0.176707 0.160068 0.129911 0.18168 0.107845 0.102278
threshold=0 1 2 3 4 7.0000000000000009 5 1990.5000000000002 1999.5000000000002 6 4.5000000000000009 313.50000000000006 2006.5000000000002 2003.5000000000002 2020.5000000000002 7 8 9 1972110000.0000002 10 11 12 2018.5000000000002 2014.5000000000002 5.5000000000000009 13 2010.5000000000002 14 2007.5000000000002 6.5000000000000009
decision_type=9 9 9 9 9 8 9 8 8 9 8 10 8 10 8 9 9 9 10 9 9 9 8 8 8 9 10 9 10 8
left_child=9 2 -2 14 5 -5 24 -8 -9 -1 -10 12 -12 17 -4 -14 22 -6 -13 21 28 -18 -17 -11 -3 -25 27 -22 -21 -29
right_child=1 6 3 4 13 -7 7 8 10 23 11 18 15 -15 -16 16 19 -19 -20 20 26 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-1.6851020723589489e-09 1.2650002516764792e-05 8.7963950208821377e-07 -1.5004553195084278e-06 4.4489141552890776e-06 -5.2018648290608478e-06 -0.00011388062331402127 5.7974090738628114e-06 -1.414468722097692e-05 9.5377432396511041e-07 1.792879638887777e-06 1.4111891348034842e-05 2.0646726050935653e-05 -5.5688909492500596e-06 1.8369653620160278e-05 -2.9515766832619734e-06 5.5503784654890899e-06 5.6802211480933891e-08 5.84977079251975e-08 -8.5368617265198621e-06 2.4154400241718198e-07 7.2003126092567989e-08 8.2481585304800807e-07 -6.1327887809968683e-06 8.2285742732159845e-06 5.1072813482761911e-06 1.7368272067294644e-05 -1.6311503057381399e-05 -3.7173586966015754e-06 3.7132080455674413e-05 2.3650401652781471e-06
leaf_weight=104 131 77 27 49 127 63 39 43 115 56 56 69 109 93 94 25 106 156 48 251 180 108 77 126 180 197 39 113 50 40
leaf_count=104 131 77 27 49 127 63 39 43 115 56 56 69 109 93 94 25 106 156 48 251 180 108 77 126 180 197 39 113 50 40
internal_value=0.000349949 4.03879e-05 -0.000798935 -0.00142581 -0.000817635 -0.00318699 0.000403226 0.000129818 2.5175e-05 0.00188664 0.000190339 3.1448e-06 -0.000193939 -4.13435e-05 -0.00360606 -0.00033485 -0.000124 -0.000661972 0.0019322 0.000120267 -0.000216374 0.00113778 -0.0020531 0.00245128 0.00189552 0.00287654 -0.00091906 -0.000682635 0.000653846 -0.00163415
internal_weight=2948 2465 740 609 488 112 1725 1468 1429 483 1386 1271 1154 376 121 1098 989 283 117 887 673 214 102 379 257 323 372 333 301 153
internal_count=2948 2465 740 609 488 112 1725 1468 1429 483 1386 1271 1154 376 121 1098 989 283 117 887 673 214 102 379 257 323 372 333 301 153
cat_boundaries=0 17 18 39 49 50 79 102 132 134 135 145 147 148 165 166
cat_threshold=0 144 1611923456 4 2 8192 0 8192 0 134217744 32800 8320 67108880 0 0 0 4224 148482 0 0 0 0 0 0 262144 0 0 0 0 4 2048 512 0 0 0 0 0 0 128 0 0 67108864 0 0 0 131072 0 67584 32 56 268435456 2048 4 0 0 0 262144 0 0 0 0 131076 8192 0 0 0 0 0 4096 0 0 0 4194304 0 0 0 64 0 524288 0 4 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 20971520 0 8 0 0 0 0 0 0 0 0 0 0 2048 512 0 4096 0 0 0 0 0 0 0 0 0 16384 0 0 0 4096 0 132 12 0 0 0 0 0 0 131072 268435456 65536 32 1089632 2 1148992 0 0 536870912 0 0 0 0 0 0 0 32 128 0 0 0 0 4096 67108864
is_linear=0
shrinkage=0.04


Tree=859
num_leaves=31
num_cat=12
split_feature=8 3 3 12 8 12 11 5 0 5 12 3 12 0 4 6 1 4 3 5 4 0 9 1 12 14 4 1 1 18
split_gain=0.72295 0.451279 0.73016 0.442386 0.485507 0.675454 0.458514 0.425814 0.359052 0.350759 0.331987 0.755534 0.309101 0.290057 0.287985 0.280756 0.638644 0.495571 0.265786 0.252676 0.354416 0.2393 0.228814 0.261264 0.269038 0.2084 0.21229 0.204969 0.198946 0.167042
threshold=0 1990.5000000000002 1999.5000000000002 1 2 3 4 1.5000000000000002 23.500000000000004 1.0000000180025095e-35 5 2000.5000000000002 6 42.960000000000008 2867949500.0000005 7 4.5000000000000009 2091500000.0000002 2008.5000000000002 4.5000000000000009 16000.000000000002 39.07500000000001 8 4.5000000000000009 9 10 7729560000.000001 1.5000000000000002 5.5000000000000009 11
decision_type=9 8 8 9 9 9 9 8 10 10 9 10 9 8 8 9 10 10 8 8 8 10 9 8 9 9 8 10 10 9
left_child=19 -2 -3 7 5 -5 8 -4 -6 -7 18 -12 15 21 -9 16 -8 -18 -10 20 -1 -14 23 -16 28 -17 -27 -28 -25 -23
right_child=1 2 3 4 6 9 12 14 10 -11 11 -13 13 -15 22 25 17 -19 -20 -21 -22 29 -24 24 -26 26 27 -29 -30 -31
leaf_value=8.218347238717542e-05 1.7981510973867201e-05 -1.2875882408500386e-05 -8.6632171577964479e-06 3.2820436094436553e-07 -6.8929118603379441e-07 -5.4259814807801207e-06 6.5439992080101942e-05 2.5363541471119303e-05 -1.9189756494049975e-07 1.4618211564357402e-06 -8.2074462396995189e-06 0.00093366800897742592 -6.869733002573956e-07 1.4895550623477481e-05 9.5150128064742413e-07 8.9205652784843623e-07 -0.00013231172201425489 1.8026807332854982e-06 1.9779657235854419e-05 5.2445834403400454e-06 -3.0057949306855911e-06 -2.3945543294341615e-05 5.8424641759685836e-06 1.5718251937431134e-06 -1.0032160296637505e-07 -4.0016111155640361e-05 0.002080406662294523 -2.362001710758081e-06 -4.4520364168573311e-07 -2.4360130363190787e-05
leaf_weight=29 47 90 47 117 50 113 56 54 61 37 125 62 167 45 68 198 51 32 328 267 67 51 166 107 329 25 33 53 31 35
leaf_count=29 47 90 47 117 50 113 56 54 61 37 125 62 167 45 68 198 51 32 328 267 67 51 166 107 329 25 33 53 31 35
internal_value=0.000314072 7.41601e-05 1.57993e-06 0.000132678 -0.000244848 -0.00176978 6.36299e-05 0.000895449 0.000854003 -0.00347826 0.00115078 -0.000262626 -0.000602378 -0.00157929 0.00113757 6.97169e-05 -0.00136 -0.00366667 0.00179 0.00195722 0.000247423 -0.00215748 0.000917379 0.000476191 0.000145299 0.0007375 -0.000622951 0.000275862 0.00155705 -0.00386207
internal_weight=2941 2578 2531 2441 1639 267 1372 802 626 150 576 187 746 298 755 448 139 83 389 363 96 253 701 535 467 309 111 86 138 86
internal_count=2941 2578 2531 2441 1639 267 1372 802 626 150 576 187 746 298 755 448 139 83 389 363 96 253 701 535 467 309 111 86 138 86
cat_boundaries=0 26 28 51 52 54 56 58 59 61 62 63 64
cat_threshold=1342177280 2048 0 134217728 2147483648 0 524288 2147483648 0 0 0 131076 8192 0 0 0 0 0 4096 2048 0 0 0 0 0 16384 68247808 2 0 4 0 0 0 1 262144 0 0 32768 0 0 0 0 0 0 0 0 0 8192 384 0 4194304 16812096 16389 1536 132162 32 132130 32 132 1 10400 1056768 139264 4
is_linear=0
shrinkage=0.04


Tree=860
num_leaves=31
num_cat=11
split_feature=7 7 3 2 8 9 6 5 2 11 0 13 2 18 3 2 2 2 4 11 8 5 3 2 2 7 2 2 2 2
split_gain=1.12839 0.716152 0.464239 0.668996 0.429574 0.36925 0.436567 1.01953 0.409089 0.289728 0.344175 0.302026 0.494288 0.274395 0.266718 0.347907 0.46461 0.247299 0.246244 0.234227 0.535169 0.291115 0.218496 0.295283 0.350751 0.216862 0.273453 0.359401 0.267896 0.25102
threshold=0 1 2004.5000000000002 23.500000000000004 2 3 4 1.5000000000000002 13.500000000000002 5 42.250000000000007 6 15.500000000000002 7 1997.5000000000002 99.000000000000014 7.5000000000000009 16.500000000000004 14831265000.000002 8 9 2.5000000000000004 1992.5000000000002 17.500000000000004 136.50000000000003 10 49.500000000000007 34.500000000000007 79.500000000000014 39.500000000000007
decision_type=9 9 8 8 9 9 9 10 10 9 8 9 10 9 10 8 10 8 8 9 9 8 10 10 10 9 10 10 10 10
left_child=22 2 -2 -4 19 6 7 8 -6 -7 11 12 -11 18 15 16 -12 -13 -8 20 -3 -21 -1 -24 -25 26 27 -19 -28 -27
right_child=1 4 3 -5 5 9 13 -9 -10 10 14 17 -14 -15 -16 -17 -18 25 -20 21 -22 -23 23 24 -26 29 28 -29 -30 -31
leaf_value=8.2120771772685266e-06 7.8325531127261888e-06 5.5641926817753232e-06 -1.9594329286852626e-06 -2.2735464807820432e-05 -2.7016427713753297e-05 9.3166089232249365e-06 1.2410667296588974e-05 4.555809389905616e-06 -0.00011755241047238441 -2.6614585102264568e-05 -4.2959156473348062e-06 3.1993740644807515e-06 4.1205614192932853e-07 4.3299736643478555e-06 -1.6998258203254847e-05 -1.6055579353213029e-05 4.6319855803161913e-05 -2.8516127363353443e-07 -4.5887244797739869e-05 -2.291219991363422e-06 -6.7667281613706018e-07 1.9143040851487694e-06 0.00035055264241077688 -1.2360847201961497e-05 0.00068153996619791453 -3.2544063254938647e-08 -1.0270817164403494e-06 9.7914547191673271e-07 1.3539655184511221e-07 2.874788236808715e-07
leaf_weight=294 31 123 49 48 35 146 36 47 40 32 32 417 80 166 25 33 57 44 52 29 123 226 30 30 26 301 32 39 27 305
leaf_count=294 31 123 49 48 35 146 36 47 40 32 32 417 80 166 25 33 57 44 52 29 123 226 30 30 26 301 32 39 27 305
internal_value=0.000453315 0.000146945 -0.00264748 -0.00420408 0.000304313 3.27033e-05 -0.00107494 -0.00294737 -0.00605263 0.000303605 0.000122648 0.000334898 -0.00156098 -9.05659e-05 -0.0017027 -0.000910569 0.0004 0.000527211 -0.00188764 0.00133594 0.000404669 0.00218045 0.00245524 0.000735632 -0.000982456 9.61283e-05 -0.0012549 0.000142857 -0.0034 0.000427877
internal_weight=2955 2575 128 97 2447 1946 376 122 75 1570 1424 1277 112 254 147 122 89 1165 88 501 246 255 380 86 56 748 142 83 59 606
internal_count=2955 2575 128 97 2447 1946 376 122 75 1570 1424 1277 112 254 147 122 89 1165 88 501 246 255 380 86 56 748 142 83 59 606
cat_boundaries=0 14 32 58 60 61 64 65 66 68 91 98
cat_threshold=1 16 538189824 262144 2 0 4194304 4202496 2048 8192 32800 256 16 268435456 16386 0 0 2097152 0 134217730 0 0 33554432 0 0 0 0 0 0 0 0 128 0 12 0 0 0 1 0 2147483648 0 0 0 4 8192 0 0 0 0 0 33558528 0 384 0 4194304 0 0 49152 128 12336 260 32768 1050112 524288 8 4 16388 2147483648 0 4 0 0 0 1 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4194304 131072 0 67108864 4 0 0 131072
is_linear=0
shrinkage=0.04


Tree=861
num_leaves=31
num_cat=11
split_feature=7 7 12 9 1 2 9 12 17 0 3 2 2 1 2 2 2 2 2 9 6 6 2 2 2 2 0 2 13 0
split_gain=1.2435 0.856446 0.555372 0.584765 0.492163 0.363561 0.323583 0.320704 0.382978 0.523553 0.303994 0.285388 0.534619 0.233526 0.277054 0.231504 0.356408 0.211675 0.209502 0.201985 0.436514 0.35272 0.244269 0.209884 0.482463 0.457631 0.316885 0.266013 0.201527 0.1637
threshold=0 1 2 3 1.5000000000000002 89.500000000000014 4 5 6 43.675000000000004 1999.5000000000002 70.500000000000014 14.500000000000002 4.5000000000000009 25.500000000000004 4.5000000000000009 18.500000000000004 18.500000000000004 866.50000000000011 7 8 9 9.5000000000000018 18.500000000000004 37.500000000000007 50.500000000000007 33.175000000000004 13.500000000000002 10 18.500000000000004
decision_type=9 9 9 9 10 8 9 9 9 8 10 8 10 10 10 10 10 8 8 9 9 9 10 8 8 8 10 10 9 10
left_child=-1 6 4 -4 -3 13 10 18 -9 19 17 12 -11 -6 29 -8 -17 -2 28 20 -10 22 -21 26 -25 -26 -22 -28 -5 -15
right_child=1 2 3 7 5 -7 15 8 9 11 -12 -13 -14 14 -16 16 -18 -19 -20 21 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=7.222470989924996e-06 -5.0217337943977913e-05 -4.4051755005796166e-05 5.7285583595309092e-06 5.8172224243873516e-08 3.6224127584251184e-06 -1.6122607428570576e-05 -4.2274208726555207e-05 3.9259484201722736e-06 1.7288980688988832e-05 -2.5366993016876752e-05 -2.8154830447147064e-06 -0.00063774362673199678 4.3969925026921696e-06 1.3323635185617082e-06 7.7542968765478996e-07 0.00048561879607676565 -1.6462599966797912e-05 -1.0963702877575821e-05 -1.8574565743611421e-05 5.6947405975365315e-06 7.4077061396850074e-07 -0.00011285030995853331 -6.3744357072327974e-07 1.0877782312762591e-06 -1.2900300653007058e-06 6.4135570660944058e-08 -9.4485543327883283e-07 -5.6676777382596981e-06 1.7545268385472365e-06 -7.2841811070029323e-06
leaf_weight=327 33 32 275 144 37 78 25 257 228 41 39 36 38 29 99 30 50 47 26 26 80 110 79 141 60 174 86 32 174 138
leaf_count=327 33 32 275 144 37 78 25 257 228 41 39 36 38 29 99 30 50 47 26 26 80 110 79 141 60 174 86 32 174 138
internal_value=0.000283984 -9.0394e-06 0.000213904 0.000489594 -0.00110377 -0.000722513 -0.00231489 0.00021113 -6.29019e-05 -0.000381786 -0.00372308 -0.00293103 -0.00155 -9.21051e-05 -0.000509363 -0.000517241 0.000493827 -0.0054321 0.00128451 -9.43951e-05 0.000201971 -0.00115044 0.000517242 -0.000390411 0.000159575 -0.000953191 -0.00144724 -0.0027563 0.00160502 -0.0015
internal_weight=2971 2644 2420 2007 413 381 224 1732 1388 1131 119 115 79 303 266 105 80 80 344 1016 801 215 105 573 375 234 198 118 318 167
internal_count=2971 2644 2420 2007 413 381 224 1732 1388 1131 119 115 79 303 266 105 80 80 344 1016 801 215 105 573 375 234 198 118 318 167
cat_boundaries=0 18 36 38 40 42 43 44 46 47 48 49
cat_threshold=0 0 1074790400 0 34 8256 0 536879104 0 134225920 32800 0 16 268435456 0 0 1073741952 512 131072 268435473 536879104 2623488 524288 134217730 0 0 0 0 8192 0 0 0 0 0 0 128 17472 2 1073742209 20 0 2068 67250176 50 0 6272 212 456 2
is_linear=0
shrinkage=0.04


Tree=862
num_leaves=31
num_cat=9
split_feature=8 3 8 2 9 2 9 4 6 2 4 2 4 4 15 2 3 6 16 2 2 18 2 2 2 2 3 2 2 4
split_gain=0.886769 0.694053 0.653288 0.543668 0.422327 0.405638 0.285916 0.488749 0.267429 0.266375 0.257207 0.239971 0.233233 0.381405 0.27741 0.315124 0.440528 0.337876 0.202008 0.321452 0.251933 0.201681 0.184888 0.182016 0.174725 0.17107 0.377737 0.263874 0.249281 0.15484
threshold=0 2010.5000000000002 1 15.500000000000002 2 94.500000000000014 3 6670500000.000001 4 231.50000000000003 199.50000000000003 71.500000000000014 4600.0000000000009 2331015000.0000005 5 68.500000000000014 2019.5000000000002 6 7 106.50000000000001 84.500000000000014 8 50.500000000000007 9.5000000000000018 131.00000000000003 21.500000000000004 2018.5000000000002 38.500000000000007 6.5000000000000009 11633120000.000002
decision_type=9 8 9 8 9 10 9 8 9 10 8 8 8 8 9 8 8 9 1 8 10 9 10 10 8 10 8 10 10 10
left_child=1 -1 6 23 5 8 7 -2 -4 -7 -6 -5 -12 -14 15 17 -17 22 19 -18 -20 -9 -15 -3 -13 28 -27 -28 -10 -8
right_child=2 3 4 11 10 9 29 21 25 -11 12 24 13 14 -16 16 18 -19 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.7807273549324831e-05 -3.5348531690090644e-05 -1.4393803906247933e-06 1.7568525264932256e-06 8.1032458276722658e-07 -2.1196990080704774e-05 -3.647611675977731e-05 4.3204141491264804e-06 2.5117103683460916e-05 -1.9601496682469476e-07 5.6883800424144822e-05 2.1555294003949891e-05 -7.8378897675843602e-06 -0.00011410418595300239 4.9910191556655898e-08 2.483087845951275e-06 1.3792495921137947e-05 5.2579446741464703e-05 -5.6975982105402795e-06 -9.54576665195508e-07 -6.2268129368379271e-05 -3.1937776238858356e-06 -8.0105275110059997e-06 1.8431154499969497e-06 -1.2083415889129046e-06 2.5152224108373434e-07 1.8971576756981789e-05 -7.3109377287182813e-05 4.0066677399037936e-06 9.9738971957927919e-06 -1.9426539170614012e-05
leaf_weight=31 28 26 261 74 46 34 398 51 108 37 58 31 34 524 312 61 26 252 33 64 40 33 47 25 43 35 37 33 135 27
leaf_count=31 28 26 261 74 46 34 398 51 108 37 58 31 34 524 312 61 26 252 33 64 40 33 47 25 43 35 37 33 135 27
internal_value=0.00050798 -0.00182573 0.000710459 -0.00102 0.000396709 0.00121563 0.00194891 6.50408e-05 0.00156721 -0.00161111 1.85678e-05 0.000214765 0.000112948 8.60847e-06 0.000114706 -0.000200378 -0.00152889 0.000160194 -0.00260976 -0.00131868 -0.00416216 0.0016 0.000694158 -0.00453846 -0.00138667 0.00075766 -0.000566038 -0.00225352 0.00136066 0.00243119
internal_weight=2944 230 2714 199 2177 680 537 112 609 71 1497 148 1451 1393 1359 1047 224 823 163 90 73 84 571 51 74 348 105 70 243 425
internal_count=2944 230 2714 199 2177 680 537 112 609 71 1497 148 1451 1393 1359 1047 224 823 163 90 73 84 571 51 74 348 105 70 243 425
cat_boundaries=0 23 47 49 51 52 53 54 55 56
cat_threshold=0 8 0 0 0 0 0 0 1 0 0 0 64 0 0 0 0 0 33554432 0 2147483904 0 4194304 268435456 2052 0 0 2147491840 0 0 2147483648 0 0 0 131332 8192 1049088 0 0 0 0 4096 10240 0 0 0 8 1073742081 20612 256 24576 280 2349334528 202 2 4
is_linear=0
shrinkage=0.04


Tree=863
num_leaves=31
num_cat=10
split_feature=8 7 12 9 12 2 3 1 4 7 2 11 0 2 12 8 2 2 2 0 9 2 2 2 0 2 2 4 2 2
split_gain=0.882885 0.931767 0.768359 0.636842 0.536671 0.493184 0.479136 0.368268 0.700931 0.32084 0.376542 0.327259 0.401288 0.308763 0.280425 0.237868 0.646834 0.217785 0.236814 0.188527 0.184174 0.178268 0.166725 0.73272 0.151583 0.464104 0.30997 0.143959 0.32456 0.141199
threshold=0 1 2 3 4 50.500000000000007 1999.5000000000002 5.5000000000000009 19000.000000000004 5 14.500000000000002 6 37.750000000000007 147.50000000000003 7 8 28.500000000000004 18.500000000000004 75.500000000000014 22.250000000000004 9 542.50000000000011 80.500000000000014 68.500000000000014 35.600000000000009 20.500000000000004 12.500000000000002 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018
decision_type=9 9 9 9 9 10 8 8 10 9 10 9 10 8 9 9 10 10 10 10 9 8 10 10 10 10 8 10 10 10
left_child=-1 2 29 24 6 27 -3 8 9 10 -6 17 -13 14 -14 16 -8 -11 -19 -12 -9 22 23 -17 -4 26 -26 28 -5 -2
right_child=1 4 3 5 7 -7 15 20 -10 11 19 12 13 -15 -16 21 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.5228715466721376e-05 2.9703174801314858e-05 -3.7891422641548637e-05 -1.0710554629217474e-05 -0.00010043791643147296 1.0133225042130184e-06 -2.6130807609026484e-05 9.0154355316017292e-06 1.7581968048973272e-07 -7.74926042340951e-05 -8.1008902816039489e-07 -4.1200741815762196e-06 1.8383542962237173e-06 -1.5772482547219398e-06 -1.0490043544955571e-05 5.788666194279316e-06 1.5737727400430753e-06 -7.5426249736722261e-05 8.6844571427491242e-08 -1.8527829431823248e-06 -1.2274899901758678e-06 6.6669588975686913e-06 4.4017709048409685e-06 2.4531525373850143e-06 -5.8728140306306643e-07 -1.509870422742677e-07 0.00082703768315921494 -5.3228826808077006e-05 6.7366261863391477e-05 -6.878912982661361e-06 8.9466395285043154e-07
leaf_weight=329 29 32 49 31 38 30 63 156 31 53 35 122 103 53 349 599 37 101 25 28 105 66 119 35 50 49 25 32 57 84
leaf_count=329 29 32 49 31 38 30 63 156 31 53 35 122 103 53 349 599 37 101 25 28 105 66 119 35 50 49 25 32 57 84
internal_value=0.000541838 0.000286485 -0.00137808 -0.00235928 0.000629338 -0.0042236 0.00133472 6.28101e-05 -0.000306709 -0.000101321 -0.00210714 0.000176255 0.000608151 0.000118577 0.000459161 0.00151739 -0.00036036 -0.00128421 -0.000440945 -0.0041875 0.00138931 0.00173012 0.00192573 0.00166299 -0.000586956 0.000128 -0.00184211 -0.00330578 -0.00413483 0.0013871
internal_weight=2915 2586 436 323 2150 150 951 1199 938 907 101 806 627 505 452 919 100 179 126 63 261 819 753 634 173 124 75 120 88 113
internal_count=2915 2586 436 323 2150 150 951 1199 938 907 101 806 627 505 452 919 100 179 126 63 261 819 753 634 173 124 75 120 88 113
cat_boundaries=0 26 43 44 46 48 65 66 68 98 100
cat_threshold=0 2 0 0 2147483648 0 524288 0 0 0 0 4 8192 1049088 0 0 0 0 0 2048 0 524288 0 0 0 268451840 268566531 17 536879104 2099200 524288 134217728 0 0 33556480 32 0 128 8388608 0 0 32 1073741824 67313952 0 2224 85035008 32 0 128 67108864 0 0 0 0 536870912 65536 0 0 0 0 0 0 0 4096 16416 139520 2 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 0 4096 0 10240
is_linear=0
shrinkage=0.04


Tree=864
num_leaves=31
num_cat=10
split_feature=7 9 12 0 2 0 3 2 3 2 2 2 2 17 6 0 7 3 12 5 2 3 2 12 13 2 2 0 3 12
split_gain=1.34945 0.683852 0.575602 0.452889 0.395237 0.469002 0.395069 0.686437 0.910884 0.655253 0.361017 0.351519 0.351388 0.343814 0.372593 0.381807 0.330085 0.475702 0.317172 0.580499 0.314094 0.302902 0.297577 0.26871 0.26253 0.360757 0.249982 0.239922 0.295692 0.318923
threshold=0 1 2 48.175000000000004 10.500000000000002 43.675000000000004 2007.5000000000002 81.500000000000014 2017.5000000000002 29.500000000000004 3550.0000000000005 29.500000000000004 6.5000000000000009 3 4 14.500000000000002 5 2007.5000000000002 6 1.5000000000000002 17.500000000000004 1997.5000000000002 15.500000000000002 7 8 12.500000000000002 22.500000000000004 42.710000000000008 1992.5000000000002 9
decision_type=9 9 9 10 8 10 10 10 10 10 8 10 10 9 9 8 9 8 9 10 10 10 10 9 9 8 10 8 10 9
left_child=3 11 10 16 5 21 13 8 9 -8 -3 12 -2 18 23 -16 -1 -18 19 20 -6 -4 -17 -15 -19 -26 -10 28 29 -24
right_child=1 2 4 -5 6 -7 7 -9 26 -11 -12 -13 -14 14 15 22 17 24 -20 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=3.1101995642033214e-05 -0.00011312020590162042 -3.7820266349447614e-07 1.7718485453228137e-06 -1.8018320381642615e-06 -5.4408394389193956e-06 -3.1705276913967155e-05 -5.8778445816280165e-05 1.2626552417246791e-05 1.9275650925413341e-06 -6.1368033058970397e-07 -5.8549654584954435e-05 -0.00016628159288572787 8.4558890793887793e-06 -2.1192487489974452e-08 9.9072979310221853e-07 -1.9013787504647937e-05 -3.0236422693568068e-05 5.5944677142829267e-06 2.3080779663881229e-05 -8.0151099177267153e-06 9.3312756475479992e-06 5.0300475881870127e-05 1.3714412749023367e-07 1.9146411653600042e-05 -2.0189848131846213e-05 1.8356173033086362e-05 -8.9115012837314824e-08 4.1377706378302876e-05 -1.8730094383120302e-05 -2.1583872586864318e-07
leaf_weight=219 50 503 295 29 36 52 37 27 33 28 35 44 50 101 66 56 25 163 147 25 56 88 212 120 25 121 32 31 32 166
leaf_count=219 50 503 295 29 36 52 37 27 33 28 35 44 50 101 66 56 25 163 147 25 56 88 212 120 25 121 32 31 32 166
internal_value=0.000267126 -0.000168024 1.46187e-05 0.00196965 0.000387644 0.00142202 1.65839e-05 -0.0018481 -0.00305343 -0.00636364 -0.00110747 -0.00273548 -0.00158416 0.000297426 -0.000130817 -0.000675958 0.00225993 0.00132174 0.00151273 -9.37499e-05 0.00137634 0.00190625 -0.00106827 0.00122414 0.00179355 0.000407643 0.00030303 -0.000714932 -0.000973236 -0.000654353
internal_weight=2904 2322 2178 582 1640 435 1205 157 130 65 538 144 100 1048 784 563 553 334 264 117 92 383 497 221 309 146 65 441 410 378
internal_count=2904 2322 2178 582 1640 435 1205 157 130 65 538 144 100 1048 784 563 553 334 264 117 92 383 497 221 309 146 65 441 410 378
cat_boundaries=0 18 20 21 22 23 41 42 43 44 46
cat_threshold=1 128 1611923456 262144 2 8256 4194304 805314560 0 134217776 32800 384 16 268435456 0 0 1073746048 512 0 8224 17843264 42 6 1 0 1075052544 262144 0 0 0 536879104 0 32 32800 0 16 0 0 0 1073741824 512 34 2338 6 43010 32
is_linear=0
shrinkage=0.04


Tree=865
num_leaves=31
num_cat=10
split_feature=7 8 12 3 1 2 0 2 3 2 12 9 2 0 15 12 2 2 12 1 0 2 2 12 2 13 2 0 2 1
split_gain=1.15509 0.798582 0.779592 0.571721 0.772866 0.806974 0.778903 0.626058 0.578769 0.466861 0.439447 0.718542 0.418742 0.539512 0.42187 0.478265 0.293354 0.285878 0.278992 0.46089 0.316512 0.26516 0.55145 0.357634 0.319874 0.319866 0.564473 0.341791 0.534176 0.278126
threshold=0 1 2 1999.5000000000002 4.5000000000000009 155.00000000000003 23.500000000000004 20.500000000000004 2007.5000000000002 84.500000000000014 3 4 49.500000000000007 18.500000000000004 5 6 46.500000000000007 7.5000000000000009 7 5.5000000000000009 31.500000000000004 48.500000000000007 58.500000000000007 8 35.500000000000007 9 19.500000000000004 29.500000000000004 4.5000000000000009 4.5000000000000009
decision_type=9 9 9 10 10 8 10 10 10 10 9 9 10 10 9 9 10 10 9 8 10 10 10 9 10 9 8 10 10 10
left_child=2 18 -1 4 -4 6 -6 17 -5 10 12 -12 14 -14 15 -3 -9 -8 19 20 -2 23 -23 -13 25 27 -27 -25 -29 -28
right_child=1 9 3 8 5 -7 7 16 -10 -11 11 21 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 29 28 -30 -31
leaf_value=2.2567787110787996e-06 -1.8557424086993589e-06 3.243886194709319e-06 1.7369070735802252e-06 0.00061764552305749152 -5.7993140158700826e-06 -0.0001369988233019682 -0.00010495370632780572 3.928639219731054e-05 -1.7752141745308109e-06 1.8264871260473531e-06 3.4897386101755856e-06 -4.826952453672798e-07 -7.4204172219140221e-06 2.7637760736377129e-06 4.6393941641092279e-06 -9.8274307145645186e-07 -7.9307562851477154e-08 -3.4633926773679913e-05 4.0612135914730883e-06 -3.3469276528366199e-05 6.387469891661545e-06 6.6664252426750202e-06 -4.9184547123189547e-07 -1.310692269388971e-07 2.5973574526497546e-07 4.7109573204173209e-06 -5.9516416816168512e-05 -1.0512310433472363e-05 -6.0324520226054677e-06 3.0257395315948924e-07
leaf_weight=121 28 118 60 39 25 26 42 26 64 269 109 399 44 53 293 253 35 68 345 38 67 49 72 77 31 48 26 29 55 32
leaf_count=121 28 118 60 39 25 26 42 26 64 269 109 399 44 53 293 253 35 68 345 38 67 49 72 77 31 48 26 29 55 32
internal_value=0.000218899 0.00058054 -0.00150097 -0.00237374 -0.00336396 -0.00444843 -0.00353299 -0.00253488 0.000115385 0.00021748 -2.8419e-05 -0.000609808 0.000678757 -0.0017551 0.00104662 0.000115183 0.000709678 -0.00432432 0.00202863 0.000361111 0.001875 -0.00102292 0.000688525 -0.00133524 -0.00235599 -0.0028806 -0.000820513 -0.00393023 -0.00592941 -0.00352542
internal_weight=2941 2435 506 385 282 222 196 171 103 1957 1688 927 761 97 664 371 61 110 478 133 95 818 121 697 298 267 106 161 84 58
internal_count=2941 2435 506 385 282 222 196 171 103 1957 1688 927 761 97 664 371 61 110 478 133 95 818 121 697 298 267 106 161 84 58
cat_boundaries=0 16 45 47 49 51 52 54 56 57 58
cat_threshold=131074 0 603987968 526336 524320 134217730 0 536870912 33556480 32 8192 128 0 0 0 32 268435456 12 0 0 65536 0 262144 0 1 0 0 4 8192 1049088 0 0 0 0 0 2048 0 0 4194304 0 0 16384 0 0 524288 84224 32 67150944 34 1 132 201326592 67109888 32 67126336 32 67586 10
is_linear=0
shrinkage=0.04


Tree=866
num_leaves=31
num_cat=7
split_feature=7 8 7 12 1 3 2 1 3 2 5 12 9 0 2 2 3 2 2 2 2 2 6 2 4 5 3 3 2 0
split_gain=1.3403 0.937664 0.839769 0.748901 0.879491 0.680314 0.570457 0.553786 0.523706 0.51347 0.501868 0.415695 0.385752 0.469792 0.474291 0.384189 0.365273 0.599834 0.357836 0.472098 0.323626 0.827559 0.292236 0.448318 0.321205 0.257622 0.231808 0.225553 0.211746 0.451851
threshold=0 1 2 3 5.5000000000000009 1999.5000000000002 4.5000000000000009 4.5000000000000009 2005.5000000000002 104.50000000000001 5.5000000000000009 4 5 40.250000000000007 48.500000000000007 22.500000000000004 1990.5000000000002 45.500000000000007 36.500000000000007 23.500000000000004 50.500000000000007 31.500000000000004 6 37.500000000000007 984745000.00000012 1.0000000180025095e-35 1997.5000000000002 1999.5000000000002 13.500000000000002 38.57500000000001
decision_type=9 9 9 9 10 10 8 10 8 8 8 9 9 10 8 10 10 10 10 8 10 10 9 8 8 10 10 10 10 8
left_child=5 3 -3 -2 6 7 -5 -1 16 20 -9 12 13 15 -15 -10 -4 27 19 -12 21 -8 -13 24 -24 -26 -19 -18 29 -14
right_child=1 2 8 4 -6 -7 9 10 11 -11 18 22 28 14 -16 -17 17 26 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.8991710601738033e-06 2.8954225131330385e-06 2.3223344095700985e-06 6.2922677584945724e-06 8.4816630312147971e-05 1.9646711622218944e-05 2.3251264638649263e-05 -1.5763080328761256e-05 4.1845147271607627e-06 2.4813334993646853e-06 1.4782219967231009e-06 -1.55940806619418e-05 1.5146583550396046e-06 4.9942494948665797e-05 -5.6072681357441857e-05 3.5373441966188705e-06 -3.1682249814923954e-07 -9.4886562544955347e-05 -2.1655429911185578e-05 -6.2308111072630506e-06 -5.6512805550170653e-05 -1.9636072602558032e-05 7.1251990543538143e-06 -5.8290352917483126e-05 2.399749087041159e-05 -3.4555894548007888e-06 6.1960681872246949e-05 5.9076875499607046e-06 -1.9632731840566078e-05 2.6679821706001928e-06 -3.4543056793356051e-06
leaf_weight=83 114 287 40 25 30 65 109 38 279 34 50 407 42 44 26 291 26 29 62 28 35 26 35 134 165 26 51 39 187 133
leaf_count=83 114 287 40 25 30 65 109 38 279 34 50 407 42 44 26 291 26 29 62 28 35 26 35 134 165 26 51 39 187 133
internal_value=0.000312819 0.000615619 0.0009254 -0.00121875 -0.00238518 -0.00206528 -0.00332174 -0.00303817 0.00061883 -0.00401951 -0.0042905 0.000833898 0.000284304 -0.00030722 -0.00338028 7.00527e-05 -0.00139785 -0.00232877 -0.00539007 -0.00718987 -0.00491228 -0.00397059 0.00152699 0.0006469 -0.000422907 0.000229167 1.47172e-10 -0.00515151 0.00130831 0.000340909
internal_weight=2940 2614 2241 373 259 326 229 261 1954 204 178 1769 1002 640 70 570 185 145 140 78 170 135 767 360 226 191 80 65 362 175
internal_count=2940 2614 2241 373 259 326 229 261 1954 204 178 1769 1002 640 70 570 185 145 140 78 170 135 767 360 226 191 80 65 362 175
cat_boundaries=0 18 48 65 67 69 71 72
cat_threshold=147459 268435457 8192 526336 589824 134217792 0 0 0 0 8192 128 0 0 0 0 16 384 16 0 0 0 0 1 262144 0 0 32768 0 2048 2048 0 0 0 0 0 33558528 0 2147483648 0 4194304 0 0 0 64 0 128 4096 0 16 1048576 0 0 2 0 268443648 65536 32 32800 256 16 0 67108864 32 1073741824 32864 32 116064 32 256 2208 200
is_linear=0
shrinkage=0.04


Tree=867
num_leaves=31
num_cat=11
split_feature=7 7 8 2 2 3 12 2 12 2 12 3 2 2 4 2 2 2 2 2 4 13 2 2 18 2 13 4 8 6
split_gain=1.18941 0.742617 0.704773 0.499175 0.48373 0.775861 0.441532 0.495713 0.410086 0.335302 0.287108 0.296365 0.276204 0.278383 0.251485 0.249442 0.255361 0.22889 0.302463 0.226579 0.210157 0.317587 0.240372 0.343361 0.209152 0.207611 0.192102 0.188169 0.187864 0.184171
threshold=0 1 2 39.500000000000007 27.500000000000004 2017.5000000000002 3 8.5000000000000018 4 9.5000000000000018 5 1996.5000000000002 43.500000000000007 71.500000000000014 28.000000000000004 19.500000000000004 48.500000000000007 79.500000000000014 155.00000000000003 4.5000000000000009 2960.0000000000005 6 8.5000000000000018 18.500000000000004 7 33.500000000000007 8 25409110000.000004 9 10
decision_type=9 9 9 10 8 8 9 8 9 10 9 8 8 8 10 10 10 10 10 10 10 9 10 10 9 8 9 8 9 9
left_child=12 6 -3 4 8 -6 7 -2 9 19 17 -12 -1 -14 25 -9 -17 -5 -19 -4 21 22 -10 -24 27 -7 -13 -15 -8 -23
right_child=1 2 3 10 5 14 28 15 20 -11 11 26 13 24 -16 16 -18 18 -20 -21 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.6775061431683605e-06 -1.0525227569950971e-06 7.9763031128111395e-06 -1.8689220761973275e-07 1.278130599835057e-06 -7.0138811089967527e-05 6.5934400339529024e-09 1.1328238960239444e-07 1.0459649359620589e-05 7.9529240619912603e-06 -1.9561914568728792e-06 -1.5775653990518504e-06 7.9483770985487106e-07 -2.1736443238796223e-06 -0.00030579757599078758 7.859383977979638e-06 -1.3363910436305655e-06 3.7764262713219141e-06 -5.7252051626688483e-06 5.7842741841649443e-05 2.1875557559730617e-05 -7.2380213701350732e-05 1.3337769475820155e-05 -4.5486194861434236e-06 1.4213300672345377e-06 -1.314873878925504e-05 -7.3456408196955186e-06 3.0188601873263683e-06 0.00012129868337675445 3.0058057134369631e-06 9.7165027772800205e-07
leaf_weight=190 25 268 32 35 29 62 106 29 80 82 32 151 25 25 26 35 26 36 34 30 28 145 94 60 47 125 228 54 460 329
leaf_count=190 25 268 32 35 29 62 106 29 80 82 32 151 25 25 26 35 26 36 34 30 28 145 94 60 47 125 228 54 460 329
internal_value=0.000379652 0.000672825 0.000262911 -5.33655e-05 -0.000527159 -0.002107 0.00179769 -0.00047619 -9.08058e-05 -0.00196129 0.000974855 0.00143128 -0.00180682 -0.00313158 -0.00125234 0.000879121 -0.000580645 -0.000862069 -0.00225352 0.000126984 0.000299866 0.000440057 -0.00075102 -0.00170323 -0.00233071 -0.00176596 0.00177895 -0.00105 0.00225997 0.00102268
internal_weight=2928 2587 1906 1638 1122 242 681 115 880 144 516 411 341 151 213 90 61 105 70 62 736 708 234 154 126 187 379 79 566 474
internal_count=2928 2587 1906 1638 1122 242 681 115 880 144 516 411 341 151 213 90 61 105 70 62 736 708 234 154 126 187 379 79 566 474
cat_boundaries=0 18 36 62 63 64 65 66 67 68 89 90
cat_threshold=147459 16 536879104 2099200 32 134217794 0 0 33554432 0 8192 128 0 0 0 0 0 128 268435456 128 1074003968 512 2 0 131072 809508864 0 134225920 32 256 16 268435456 0 0 4096 512 0 8 0 0 2147483648 0 0 0 0 0 0 4 2048 512 0 4096 0 0 0 2048 128 0 0 0 0 16384 1066016 1179968 16909376 4 4 4 0 4 0 134217728 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 4096 0 256 258
is_linear=0
shrinkage=0.04


Tree=868
num_leaves=31
num_cat=14
split_feature=8 7 7 8 12 8 7 2 7 2 5 6 13 9 12 1 2 6 12 2 2 2 2 2 2 2 2 2 2 2
split_gain=0.965309 0.636999 0.425987 0.434489 0.45957 0.437317 0.395398 0.351284 0.270047 0.751303 0.326304 0.332397 0.251554 0.698273 0.727492 0.708081 0.612586 0.561534 0.427184 0.415954 0.34965 0.296848 0.442687 0.248349 0.228622 0.501497 0.224982 0.729624 0.280953 0.22029
threshold=0 1 2 3 4 5 6 12.500000000000002 7 16.500000000000004 1.5000000000000002 8 9 10 11 5.5000000000000009 119.00000000000001 12 13 25.500000000000004 30.500000000000004 9.5000000000000018 22.500000000000004 8.5000000000000018 23.500000000000004 71.500000000000014 163.00000000000003 81.500000000000014 29.500000000000004 89.500000000000014
decision_type=9 9 9 9 9 9 9 8 9 10 8 9 9 9 9 8 8 9 9 8 10 8 10 10 10 10 8 10 10 10
left_child=-1 -2 7 -4 8 -6 -7 -3 9 -5 -10 24 18 14 17 -15 20 19 21 23 -16 -8 -23 -14 -12 -26 27 28 -9 -11
right_child=1 2 3 4 5 6 12 26 10 29 11 -13 13 15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.4785712084434448e-06 2.5502424844276772e-06 9.2496884593974493e-07 -2.5054886891685469e-05 -2.3783943556251378e-06 7.1554420619851384e-06 6.6362261826876491e-07 -4.6500530324154447e-06 -1.2055919963817667e-05 -3.4487851269440596e-05 1.2895746673173483e-07 5.8349952944798443e-06 9.0309907889718495e-07 -2.9760348055388907e-06 -0.00011697293417840063 -3.8755802441746774e-06 6.6749960278180828e-06 -0.00013292336924152349 0.00026862667036168549 7.302099727224149e-07 1.9284658377488359e-06 7.5187448988459235e-07 4.0961750529557898e-06 -7.5815796573300917e-07 -1.6887102599107141e-05 -6.1036567495831296e-05 0.0012860333988693044 -3.4105645746854107e-05 -1.4069678632309334e-05 1.9488917859079102e-08 -8.348756577579146e-06
leaf_weight=400 217 66 106 25 217 145 38 30 29 63 110 327 25 99 94 35 44 124 337 55 47 31 48 31 35 25 49 25 47 25
leaf_count=400 217 66 106 25 217 145 38 30 29 63 110 327 25 99 94 35 44 124 337 55 47 31 48 31 35 25 49 25 47 25
internal_value=0.000147797 -0.000142187 -0.000338028 -0.000159925 -2.1782e-05 -0.000434468 -0.000745704 -0.00198246 0.000855385 -0.000870968 0.0012365 0.00150201 -0.00102846 -0.0016 -0.000742459 -0.00402759 -0.00255102 0.000731707 -0.000309677 -0.00127869 -0.00138028 -0.00228125 -0.00105 -0.00378947 1.39956e-10 -0.00196721 -0.00313158 -0.00419417 -0.00220513 0.000808989
internal_weight=2949 2549 2332 2115 2009 1370 1153 217 639 113 526 497 1008 554 420 134 185 235 454 111 141 117 79 56 170 60 151 102 77 88
internal_count=2949 2549 2332 2115 2009 1370 1153 217 639 113 526 497 1008 554 420 134 185 235 454 111 141 117 79 56 170 60 151 102 77 88
cat_boundaries=0 27 44 62 92 93 122 132 140 141 142 144 145 146 148
cat_threshold=0 0 0 134217728 2147483648 1 0 0 0 0 0 2052 8192 1048576 0 0 0 0 4096 10240 128 0 0 8 0 0 4 131072 1 1073741824 524288 0 0 0 268443648 0 0 32 0 16 268435456 67108864 0 1073741840 2 16 67117056 2097152 0 134217728 0 0 33554432 0 0 384 0 0 0 0 0 128 1073741840 0 0 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 0 0 4096 83962112 0 2056 0 0 0 0 0 0 0 32768 0 0 2048 512 0 4096 0 0 0 0 0 0 0 0 0 16384 0 0 524288 0 0 1048576 0 0 0 0 131072 0 32 0 128 0 0 0 0 0 131072 22 2 0 18564 164930 266 147520 2
is_linear=0
shrinkage=0.04


Tree=869
num_leaves=31
num_cat=12
split_feature=8 7 12 12 14 9 6 0 6 3 12 3 1 3 3 11 1 3 5 5 17 8 0 0 0 3 0 0 5 0
split_gain=1.67504 0.617611 0.9732 0.426764 0.416157 0.445026 0.701155 0.661148 0.522717 0.736619 0.51125 0.445197 0.378358 0.383501 0.368046 0.314577 0.344831 0.341684 0.228565 0.209624 0.19162 0.349843 0.184932 0.159814 0.182988 0.14887 0.132304 0.13041 0.128643 0.114057
threshold=0 1 2 3 4 5 6 47.750000000000007 7 2002.5000000000002 8 2015.5000000000002 5.5000000000000009 2020.5000000000002 2010.5000000000002 9 5.5000000000000009 1992.5000000000002 1.5000000000000002 1.0000000180025095e-35 10 11 42.710000000000008 37.750000000000007 22.250000000000004 2011.5000000000002 21.500000000000004 39.07500000000001 1.0000000180025095e-35 42.710000000000008
decision_type=9 9 9 9 9 9 9 8 9 10 9 10 8 8 8 9 10 10 8 10 9 9 10 10 10 10 10 10 10 10
left_child=3 2 19 20 -3 8 14 10 -6 18 15 -11 13 25 -7 16 -8 -17 -10 -2 -1 -22 -16 24 -15 -12 -5 -14 -25 -23
right_child=1 4 -4 26 5 6 7 -9 9 11 12 -13 27 23 22 17 -18 -19 -20 -21 21 29 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=6.4957273505627372e-06 -2.4552137212844683e-06 1.0148845303192787e-06 5.7999794747660272e-06 6.6928158298339963e-07 1.2372789435812906e-05 1.8974177809912747e-07 -2.6432115010270378e-06 -0.00019167005582624089 -5.8941518921040163e-06 -0.00012136353386648922 3.1553069343371141e-06 -6.9314591737427188e-06 2.1592999845983646e-06 -5.6618264478889283e-07 -9.0363144952333369e-05 1.0573046620338345e-06 3.4361185266992139e-08 -3.5034201047539609e-05 2.4757892230557039e-06 1.40642825003671e-05 -2.6348871152711254e-07 2.773184070906349e-06 -1.6107044556709136e-05 -1.9212800800671582e-06 -1.474698974265846e-05 4.6406335564255279e-05 4.859998230557494e-06 0.0016389930135590155 1.9389464758826076e-05 -3.6662495831591491e-06
leaf_weight=111 197 168 235 59 122 45 82 30 39 40 75 28 142 168 106 88 29 42 162 27 121 131 28 143 26 48 317 54 25 25
leaf_count=111 197 168 235 59 122 45 82 30 39 40 75 28 142 168 106 88 29 42 162 27 121 131 28 143 26 48 317 54 25 25
internal_value=0.00038847 -0.000187037 0.00109787 0.00198194 -0.000540858 -0.000751468 -0.00115236 -0.000697819 0.00040796 -0.000585714 -0.000511376 -0.00417391 6.3584e-05 -0.000534979 -0.00338947 -0.00204762 -0.00357377 -0.000567376 0.000613862 -0.000782979 0.000982456 0.000375 -0.00462222 -0.00119008 -0.00196923 0.0013871 0.00295607 0.00154315 -0.000284024 0.00158084
internal_weight=2913 2149 459 764 1690 1522 1131 952 391 269 922 68 681 485 179 241 111 130 201 224 388 277 134 362 194 123 376 196 168 156
internal_count=2913 2149 459 764 1690 1522 1131 952 391 269 922 68 681 485 179 241 111 130 201 224 388 277 134 362 194 123 376 196 168 156
cat_boundaries=0 30 48 49 50 51 53 54 55 56 59 60 81
cat_threshold=268435456 2048 0 0 2147491840 0 262144 2147483648 0 0 0 4 8192 1049088 0 0 0 0 4096 10240 384 524288 4194304 0 0 32768 0 0 0 8192 0 129 1074790400 0 524288 2 0 805314560 65536 8224 32 256 16 0 0 32 1073746048 256 1140770 156994 144 1073741824 4148 144 192 17957184 16416 0 524288 8 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 256
is_linear=0
shrinkage=0.04


Tree=870
num_leaves=31
num_cat=10
split_feature=6 3 3 12 0 4 3 3 0 0 17 13 1 0 4 12 6 3 9 0 6 5 3 0 9 6 4 3 4 4
split_gain=0.526934 0.503473 0.895105 0.552465 0.561646 0.448684 0.437767 0.451343 0.428884 0.432614 0.36354 0.499636 0.323496 0.314798 0.44052 0.388121 0.314764 0.402595 0.300975 0.346867 0.36218 0.552914 0.276178 0.21794 0.192346 0.179695 0.178865 0.161519 0.153353 0.354172
threshold=0 1999.5000000000002 1990.5000000000002 1 40.250000000000007 4041470000.0000005 2004.5000000000002 2021.5000000000002 42.960000000000008 47.750000000000007 2 3 5.5000000000000009 22.750000000000004 199.50000000000003 4 5 2009.5000000000002 6 33.175000000000004 7 2.5000000000000004 1999.5000000000002 10.500000000000002 8 9 7650.0000000000009 2018.5000000000002 5965.0000000000009 3841755000.0000005
decision_type=9 8 10 9 8 8 10 10 10 10 9 9 10 10 10 9 9 10 9 10 9 10 10 10 9 9 8 10 10 10
left_child=-1 2 -2 4 10 -6 18 16 -7 -10 -3 12 22 15 24 -13 -8 -18 25 -20 28 26 -12 -17 -15 -5 -22 -19 -21 -30
right_child=1 3 -4 6 5 8 7 -9 9 -11 11 13 -14 14 -16 23 17 27 19 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00047729395657556523 1.1151188401246795e-05 2.8668595952887672e-06 -2.2818799717864475e-05 1.5705800626495981e-05 1.0306582168011787e-05 -5.2194725401731781e-05 4.7988246864767208e-07 2.923726228971728e-06 2.0681057650083803e-06 -1.4313144884054607e-05 -8.9889801340792408e-06 7.2648069178171688e-08 -5.0857459433206763e-06 1.1686384264891665e-05 -1.3613503583864706e-06 7.5643249864754124e-07 -0.00015011285322371259 1.5510277559257452e-06 9.7600116249017292e-07 2.0285887001237139e-05 -2.9751117469276619e-05 3.4427273985229126e-06 4.6099023491012963e-06 -1.8827327490869328e-06 1.0494913911277763e-06 3.6099555501290707e-07 -1.1241335728880055e-05 -1.8911051865656774e-05 -4.1605427188084595e-05 7.9097076509990202e-05
leaf_weight=192 47 167 94 237 31 29 114 28 43 37 158 105 27 136 41 25 28 48 51 92 25 39 44 97 121 648 159 30 25 29
leaf_count=192 47 167 94 237 31 29 114 28 43 37 158 105 27 136 41 25 28 48 51 92 25 39 44 97 121 648 159 30 25 29
internal_value=0.000240163 9.39987e-05 -0.00222535 0.000220268 -0.000481343 -0.00283688 0.00069821 -0.000835341 -0.00403636 -0.00246914 -0.000125813 -0.000501961 -0.00201667 0.000186567 0.00104348 -0.000929824 -0.00144796 -0.00287179 0.000995406 9.28076e-05 -0.000335135 -0.00131624 -0.00153695 -0.00234586 0.00165891 0.00140625 -0.00229189 -0.00162025 0.00117197 -0.000436363
internal_weight=2947 2755 141 2614 1061 140 1553 248 109 80 921 754 229 525 298 227 220 106 1305 420 369 223 202 122 257 885 184 78 146 54
internal_count=2947 2755 141 2614 1061 140 1553 248 109 80 921 754 229 525 298 227 220 106 1305 420 369 223 202 122 257 885 184 78 146 54
cat_boundaries=0 1 3 4 5 6 7 9 10 12 13
cat_threshold=16 181536 32 14 4 180256 386 131072 18452 192 0 2048 324
is_linear=0
shrinkage=0.04


Tree=871
num_leaves=31
num_cat=12
split_feature=8 7 12 3 7 12 0 2 7 9 2 2 2 2 2 9 2 2 8 12 2 17 12 2 5 3 0 0 2 0
split_gain=1.51522 1.00223 0.846576 0.594694 0.485274 0.483082 0.443789 0.441595 0.403538 0.403223 0.44858 0.833039 0.395286 0.555436 0.527741 0.505585 0.759224 0.778222 0.332172 0.281954 0.615082 0.256257 0.397322 0.392049 0.302708 0.249289 0.241229 0.22312 0.208929 0.197866
threshold=0 1 2 1997.5000000000002 3 4 38.57500000000001 8.5000000000000018 5 6 12.500000000000002 49.500000000000007 3.5000000000000004 6.5000000000000009 8.5000000000000018 7 49.500000000000007 13.500000000000002 8 9 11.500000000000002 10 11 16.500000000000004 3.5000000000000004 1992.5000000000002 20.500000000000004 40.250000000000007 155.00000000000003 29.500000000000004
decision_type=9 9 9 10 9 9 8 10 9 9 10 10 8 8 8 9 8 10 9 9 10 9 9 8 8 10 10 10 8 10
left_child=19 2 3 7 -3 8 18 -2 -6 10 -10 -12 -8 -14 -15 28 17 -17 -7 20 -1 23 -23 24 -11 -26 -21 -4 -16 -20
right_child=1 4 27 -5 5 6 12 -9 9 21 11 -13 13 14 15 16 -18 -19 29 26 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.0002669010405311e-05 -0.00011145907692780982 7.907374078090758e-06 1.1855845780364487e-07 3.7275967245085043e-05 7.0318662801904342e-06 -3.0112419560947632e-07 0.00010296968116457933 -2.14445719290751e-05 7.8417109964922169e-05 8.6868853145044034e-08 -0.00010345892342545547 7.8780059705376881e-06 -4.4867835938547993e-05 3.8580234940227957e-05 -1.9596797917785975e-06 -3.6447215382189533e-05 -8.3262343768752617e-05 1.7432399729185658e-06 4.822212091854924e-06 -4.5736896784225164e-07 3.1761628857325926e-06 4.1126789278891761e-06 5.2434249720641756e-08 4.7570704033098938e-06 -6.0932185413599769e-05 6.6826333130314431e-05 1.0582875035636539e-05 -6.2400683819304481e-06 8.3628573878157986e-05 3.213346812378061e-05
leaf_weight=28 32 119 193 28 105 190 32 43 59 72 26 31 48 28 125 28 33 53 54 27 77 311 558 74 47 27 322 52 43 74
leaf_count=28 32 119 193 28 105 190 32 43 59 72 26 31 48 28 125 28 33 53 54 27 77 311 558 74 47 27 322 52 43 74
internal_value=0.000434014 4.00643e-05 -0.00191643 -0.00480702 0.000366853 0.000212913 -0.000623087 -0.00710526 0.000666162 0.000444079 -0.00170079 -0.00434483 -0.00153453 -0.00191643 -0.00128617 -0.00180919 -0.003712 -0.00190244 0.000476489 0.00252903 0.000517242 0.000687273 0.000995455 -0.00051948 -0.0017415 -0.00352 0.0031 -0.000546875 -0.000268156 0.00195683
internal_weight=2939 2485 348 103 2137 2018 708 75 1310 1205 116 57 390 358 310 282 114 81 318 454 105 1089 869 220 146 74 349 245 168 128
internal_count=2939 2485 348 103 2137 2018 708 75 1310 1205 116 57 390 358 310 282 114 81 318 454 105 1089 869 220 146 74 349 245 168 128
cat_boundaries=0 26 44 45 62 64 73 75 77 100 101 102 103
cat_threshold=16 2052 0 0 2147483648 0 0 2147483648 1 0 0 2052 8192 1024 0 0 0 0 33554432 2048 0 524288 4194304 8 0 268451840 3 1 0 2097156 0 134217730 0 536870912 0 32 8192 128 0 0 0 32 4096 128 67125250 131072 0 1048576 0 0 0 0 8192 0 134217728 0 0 16 0 0 0 1073741840 67199298 32 0 0 536870912 526336 0 0 0 0 33556480 0 8240 0 10368 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 67323136 25 67108930
is_linear=0
shrinkage=0.04


Tree=872
num_leaves=31
num_cat=14
split_feature=7 7 15 9 6 2 4 2 2 5 13 7 11 3 2 17 11 2 3 17 2 11 2 5 3 2 9 2 2 6
split_gain=0.781785 0.582041 0.414061 0.375683 0.457915 0.901609 0.856768 0.312797 0.535773 0.272032 0.259982 0.28996 0.307355 0.530204 0.261966 0.251209 0.278761 0.542599 0.406623 0.336591 0.3693 0.245725 0.245817 0.210516 0.187179 0.182588 0.16335 0.161824 0.277286 0.15484
threshold=0 1 2 3 4 77.500000000000014 152.50000000000003 70.500000000000014 14.500000000000002 1.0000000180025095e-35 5 6 7 1992.5000000000002 5.5000000000000009 8 9 58.500000000000007 2010.5000000000002 10 15.500000000000002 11 35.500000000000007 1.5000000000000002 1999.5000000000002 24.500000000000004 12 76.500000000000014 229.00000000000003 13
decision_type=9 9 9 9 9 10 10 8 10 10 9 9 9 10 10 9 9 10 8 9 10 9 8 10 10 8 9 8 10 9
left_child=9 -2 -3 10 7 21 -7 8 -5 -1 -4 12 14 27 -12 -13 18 25 24 20 23 22 -6 -20 -17 -18 -23 -14 -29 -21
right_child=1 2 3 4 5 6 -8 -9 -10 -11 11 15 13 -15 -16 16 17 -19 19 29 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.1742702584378287e-06 1.3103815650697901e-05 -1.6915828211168795e-05 1.2870096729614924e-06 -2.1724882474368867e-06 -3.2722511973133657e-05 -3.0888358446764979e-05 8.9376422146616884e-06 0.00050797260584334596 -0.00017422660718927036 2.415859034936416e-06 -1.4543109821282652e-05 4.9355388848097148e-06 7.2815173979279278e-09 -1.8178271709670338e-05 1.4174343132537478e-06 2.8942212446036153e-06 4.5159946556739251e-06 -2.8965835814102647e-07 2.1456567512475373e-06 -1.7060063367881833e-05 5.4483911537494334e-06 2.8638589175199484e-06 1.8769115440163999e-05 -6.3264793390497793e-06 9.6593868141300399e-05 5.3954393939159521e-07 1.3996204764055165e-07 -1.9994181640433657e-06 3.6276623674047953e-06 -4.1609256843638285e-08
leaf_weight=197 107 104 189 58 38 52 33 29 49 32 25 130 180 32 110 41 200 101 90 136 53 224 62 28 77 189 103 45 28 223
leaf_count=197 107 104 189 58 38 52 33 29 49 32 25 130 180 32 110 41 200 101 90 136 53 224 62 28 77 189 103 45 28 223
internal_value=0.000343898 0.000532945 0.000407576 0.000512618 -0.00031563 0.000244742 -0.00348837 -0.00228571 -0.00344444 -0.00185 0.000798729 0.00063096 -0.000278422 -0.00101351 0.00123288 0.000931978 0.000724108 0.00143713 0.000169955 -0.000301318 0.00112088 0.001 -0.000720721 -6.72267e-05 0.00228571 0.00214359 0.00150296 -0.000425197 -0.002 -0.000983784
internal_weight=2965 2736 2629 2525 648 512 85 136 107 229 1877 1688 420 285 135 1268 1138 490 648 530 171 427 100 118 118 389 327 253 73 359
internal_count=2965 2736 2629 2525 648 512 85 136 107 229 1877 1688 420 285 135 1268 1138 490 648 530 171 427 100 118 118 389 327 253 73 359
cat_boundaries=0 16 30 31 33 34 35 52 54 55 57 58 61 63 64
cat_threshold=268566528 268435457 0 2097152 0 134217728 0 805306368 33554432 8192 8192 0 0 0 0 32 1 0 0 262144 0 0 33554432 8192 0 0 32768 0 268435472 268435456 134742016 1073873280 6148 68 8 0 16 638582784 4 0 0 0 131072 2048 0 0 0 0 0 0 0 16 16388 2147483648 6 4 2147484672 9 0 1024 524288 0 16432 146
is_linear=0
shrinkage=0.04


Tree=873
num_leaves=31
num_cat=11
split_feature=7 8 0 9 3 6 1 4 0 3 3 6 0 15 13 15 3 3 0 4 7 4 1 4 3 0 7 0 13 1
split_gain=1.01747 0.610055 0.61077 0.593736 0.506908 0.577958 0.567961 0.46812 0.373197 0.571088 0.351126 0.342309 0.376826 0.301241 0.277089 0.395913 0.349879 0.293805 0.257185 0.238086 0.186376 0.17816 0.167666 0.170731 0.176172 0.154191 0.126756 0.256427 0.159268 0.120576
threshold=0 1 36.900000000000006 2 2015.5000000000002 3 4.5000000000000009 1.0000000180025095e-35 40.675000000000004 1995.5000000000002 1962.0000000000002 4 47.750000000000007 5 6 7 2019.5000000000002 2010.5000000000002 35.600000000000009 1800.0000000000002 8 22.000000000000004 5.5000000000000009 5039060000.000001 2011.5000000000002 42.250000000000007 9 12.250000000000002 10 5.5000000000000009
decision_type=9 9 8 9 10 9 10 10 8 10 10 9 10 9 9 9 8 10 10 8 9 10 10 8 8 10 9 8 9 8
left_child=20 19 7 11 5 10 -7 13 9 21 29 12 14 -3 17 16 -16 -4 26 -2 22 -8 23 -1 -25 -17 27 -15 -28 -5
right_child=1 2 3 4 -6 6 8 -9 -10 -11 -12 -13 -14 18 15 25 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-2.3981092764802367e-05 -4.2826847895286664e-07 -7.7572076214174479e-07 3.1632826537148864e-06 -1.2632759340698326e-06 0.00011093419629319493 -1.8147934447558328e-07 -1.1279900744050522e-05 2.3814507870637692e-05 -0.00010036642965470424 -0.00013470381356106762 0.0016261787987341106 5.6007545867626524e-06 -2.2080619558218841e-05 1.0341629479156627e-06 2.6515386090815367e-07 -3.752941490657308e-07 -6.0516220105827242e-05 -4.5328070092986601e-05 0.0016647755255690517 1.1727629418034395e-06 9.0913650128882636e-06 -5.1466668353057426e-05 7.702883392112316e-06 -1.0911937596511616e-05 2.4266840570535358e-05 5.2520327409692631e-05 -6.7611250830925451e-07 7.3117104813377349e-08 4.4059310945746111e-08 -0.00039567563319636292
leaf_weight=27 32 153 133 61 42 65 96 94 35 57 40 273 42 42 44 96 65 29 53 553 111 31 39 30 162 31 137 119 241 25
leaf_count=27 32 153 133 61 42 65 96 94 35 57 40 273 42 42 44 96 65 29 53 553 111 31 39 30 162 31 137 119 241 25
internal_value=0.000267658 -1.69229e-05 -0.000349379 -0.000943396 -0.00205616 -0.00253041 -0.00347119 0.000471429 -0.00456364 -0.00380541 -0.000116788 -0.00020442 -0.000886918 0.000134048 -0.000521303 -0.00136032 -0.00303333 0.000739885 0.000543947 0.00110738 0.0022 -0.00228125 0.00145725 0.00107273 0.00149223 0.000202899 0.000288889 0.00118605 -0.000123393 -0.00156322
internal_weight=2958 2589 2004 1165 452 410 284 839 219 184 126 713 440 745 398 236 109 162 592 585 369 127 258 219 192 127 539 161 378 86
internal_count=2958 2589 2004 1165 452 410 284 839 219 184 126 713 440 745 398 236 109 162 592 585 369 127 258 219 192 127 539 161 378 86
cat_boundaries=0 17 43 45 46 47 48 49 50 67 76 77
cat_threshold=0 128 1074798592 264704 2 64 4194304 8192 0 0 32768 256 268435472 268435456 0 0 4096 268435472 0 4 0 2147483648 1 0 0 1 0 0 4 2048 512 0 0 0 0 4096 2048 384 0 4194304 8 0 32768 1073741824 22528 82 404 2148007936 12 67108864 0 128 1074790400 2048 2 64 0 0 0 0 0 0 0 268435456 0 0 4096 0 0 0 0 0 0 131072 0 67584 12
is_linear=0
shrinkage=0.04


Tree=874
num_leaves=31
num_cat=10
split_feature=7 7 9 8 12 12 7 2 3 7 2 2 2 2 2 9 5 3 3 12 2 2 1 2 2 2 2 3 1 2
split_gain=1.14802 0.763713 0.865307 0.878998 0.471144 0.452254 0.365829 0.346789 0.276055 0.336434 0.25402 0.23464 0.689718 0.229203 0.380615 0.410793 0.567989 0.315875 0.412866 0.340342 0.477932 0.58135 0.308629 0.369033 1.32952 0.311419 0.289352 0.218041 0.20858 0.208457
threshold=0 1 2 3 4 5 6 80.500000000000014 2014.5000000000002 7 10.500000000000002 49.500000000000007 92.500000000000014 155.00000000000003 105.50000000000001 8 2.5000000000000004 1998.5000000000002 2005.5000000000002 9 47.500000000000007 65.500000000000014 3.5000000000000004 48.500000000000007 42.500000000000007 26.500000000000004 29.500000000000004 2007.5000000000002 4.5000000000000009 11.500000000000002
decision_type=9 9 9 9 9 9 9 10 10 9 10 10 10 10 10 9 8 10 10 9 10 10 10 10 8 10 8 10 10 10
left_child=7 27 28 4 -4 8 -7 -1 9 10 -5 -6 -13 14 15 -8 -17 19 -19 20 -18 -22 26 24 25 -24 -21 -2 -3 -20
right_child=1 2 3 5 11 6 13 -9 -10 -11 -12 12 -14 -15 -16 16 17 18 29 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.6143455787474276e-06 8.0657697651908825e-06 -2.5194974236828224e-05 4.8197924374885747e-07 -0.00021608323134587879 1.063555410339362e-05 1.3706448767585125e-06 4.153690630423302e-06 -1.8810009332739511e-05 -9.8259406983834906e-07 2.3272499129452944e-06 4.3170485248520155e-07 -2.2606038993079873e-05 9.0549609177837436e-06 6.0230262377426361e-06 -2.9215609836926028e-05 -4.4092646663977416e-05 6.6112955323660569e-07 -5.9131803864198846e-05 8.8074321017238993e-05 -2.6607921505496497e-05 -6.5279986702007846e-06 8.3202276386829241e-08 -1.637387887664469e-07 3.7034866550796086e-06 -5.4240319877877762e-05 3.690351953320629e-06 -2.1160062058679065e-06 9.6452099388788795e-06 -7.6720403381775449e-05 -1.3837998153697435e-05
leaf_weight=184 181 58 120 30 267 120 112 26 87 669 78 43 69 83 25 26 233 25 40 25 25 38 136 40 26 28 37 31 43 59
leaf_count=184 181 58 120 30 267 120 112 26 87 669 78 43 69 83 25 26 233 25 40 25 25 38 136 40 26 28 37 31 43 59
internal_value=0.000612479 0.00083038 0.000629847 0.000784666 0.00226667 0.000393241 -0.00015427 -0.00217195 0.00106971 0.00132134 -0.000739496 0.0029641 0.00148673 -0.000421052 -0.000616438 -0.000470035 -0.000811749 -0.00060589 -0.002432 -0.000217317 0.000729642 -0.0023125 -0.00116172 -0.00051948 -0.00125654 9.69698e-05 -0.00368254 0.0030852 -0.00282143 -0.00124
internal_weight=2964 2754 2542 2441 499 1942 1078 210 864 777 108 379 112 958 875 850 738 712 124 588 296 63 292 230 190 164 62 212 101 99
internal_count=2964 2754 2542 2441 499 1942 1078 210 864 777 108 379 112 958 875 850 738 712 124 588 296 63 292 230 190 164 62 212 101 99
cat_boundaries=0 16 33 35 64 65 66 76 85 87 89
cat_threshold=147458 0 0 2099200 0 134225922 0 0 0 0 0 384 0 0 0 32 0 1 33554432 262144 0 64 0 268443648 33554432 1024 32800 0 67108880 0 0 0 1073741824 0 8192 268435472 2048 0 134217728 0 0 262144 2147483648 0 0 0 0 2048 0 0 4096 0 0 33554432 10240 128 0 4194304 8 0 49152 4 0 524288 67306752 68168738 0 0 68157440 0 0 0 0 536870912 65536 134217760 0 128 67117056 0 32 0 0 536870912 2048 1 4224 196864 34
is_linear=0
shrinkage=0.04


Tree=875
num_leaves=31
num_cat=12
split_feature=7 8 7 12 12 9 2 16 2 2 4 2 12 2 2 2 2 12 6 12 2 2 2 2 2 6 2 4 2 2
split_gain=1.19203 0.631038 0.747411 0.922268 0.744047 0.698981 0.667691 0.650147 0.649289 0.61157 0.352921 0.338776 0.264676 0.256374 0.246488 0.243963 0.240163 0.370275 0.310298 0.460421 0.568238 0.465331 0.309702 0.322927 0.274698 0.306701 0.23104 0.20752 0.201794 0.182468
threshold=0 1 2 3 4 5 6.5000000000000009 6 37.500000000000007 81.500000000000014 199.50000000000003 28.500000000000004 7 11.500000000000002 14.500000000000002 49.500000000000007 70.500000000000014 8 9 10 13.500000000000002 5.5000000000000009 29.500000000000004 37.500000000000007 35.500000000000007 11 3.5000000000000004 7729560000.000001 24.500000000000004 14.500000000000002
decision_type=9 9 9 9 9 9 10 1 10 10 10 10 9 10 8 10 10 9 9 9 10 8 10 10 8 9 10 8 10 8
left_child=-1 12 3 13 27 14 -5 11 -9 10 16 -8 28 -3 -6 -16 17 24 22 20 26 -21 29 -24 25 -7 -20 -4 -2 -19
right_child=1 2 4 6 5 9 7 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 19 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.5726940853689552e-06 2.7882854312122502e-06 1.6941649271251972e-05 2.080096860106172e-05 -0.00011967991320802563 0.00016810290586341176 2.5809514524431723e-06 8.8253069275854771e-06 -7.4470576070656631e-06 -3.1045491110428363e-07 8.7837882671034248e-06 1.0478626574228979e-05 -1.1907406611540834e-06 2.867416504609923e-06 1.5100397990590139e-07 -0.00013463949245068698 1.5571847013790249e-05 -4.4357843745324079e-06 3.3107842247572772e-08 9.031151221303572e-07 4.7384106023413394e-06 1.2246012193593091e-05 -5.9474097568826736e-05 -8.2735044030142897e-07 -6.9291418908864145e-08 4.4826964387148834e-06 -2.6000916767392778e-06 -5.9140265660682525e-05 7.7515949189974923e-07 -6.5625729036954879e-06 3.4919033402949862e-06
leaf_weight=325 63 35 63 44 32 118 57 37 32 191 166 55 146 110 81 27 30 84 26 43 41 126 43 105 104 154 40 379 53 94
leaf_count=325 63 35 63 44 32 118 57 37 32 191 166 55 146 110 81 27 30 84 26 43 41 126 43 105 104 154 40 379 53 94
internal_value=0.000556282 0.000261004 4.63919e-05 -0.0015748 0.000361594 -6.59629e-05 -0.00313559 -0.00217582 -0.0052 0.000218023 -0.000122553 -0.000283186 0.00208059 0.000897436 -0.00264901 -0.00374312 -0.000404361 -0.000294178 -0.000900489 -0.0018676 0.000237288 -0.00313333 -4.74776e-05 -0.00139597 0.000682171 2.93042e-05 -0.00202985 0.00178366 0.000503937 0.00107263
internal_weight=2904 2579 2317 370 1947 1505 225 181 69 1365 1174 112 262 145 140 108 1008 978 602 276 107 169 326 148 376 272 66 442 116 178
internal_count=2904 2579 2317 370 1947 1505 225 181 69 1365 1174 112 262 145 140 108 1008 978 602 276 107 169 326 148 376 272 66 442 116 178
cat_boundaries=0 18 45 62 64 65 67 68 69 70 71 73 74
cat_threshold=0 1 1645223936 262656 0 0 0 536879104 33554432 16 32800 256 16 268435456 0 0 0 640 268435472 2 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 33554432 2048 0 0 4194304 0 0 49152 4 147458 16 0 4 32 134225920 0 0 67584 0 0 0 0 0 0 32 1073741824 1138688 32 68175136 128 8224 2 67169344 131138 136 32768 32 78
is_linear=0
shrinkage=0.04


Tree=876
num_leaves=31
num_cat=11
split_feature=7 8 2 2 7 11 12 2 2 8 2 12 1 3 12 2 16 2 12 2 3 2 2 2 16 3 2 1 2 2
split_gain=1.0496 0.571813 0.587233 0.555971 0.491773 0.415716 0.568068 0.514119 0.60929 0.435748 0.321332 0.319146 0.348288 0.460993 0.297935 0.296112 0.292268 0.237806 0.209835 0.205425 0.205367 0.193483 0.189715 0.18481 0.295874 0.210272 0.186835 0.179159 0.287991 0.170866
threshold=0 1 103.50000000000001 155.00000000000003 2 3 4 10.500000000000002 12.500000000000002 5 725.00000000000011 6 5.5000000000000009 2000.5000000000002 7 78.500000000000014 8 28.500000000000004 9 24.500000000000004 2010.5000000000002 4.5000000000000009 12.500000000000002 5.5000000000000009 10 1999.5000000000002 16.500000000000004 5.5000000000000009 3550.0000000000005 28.500000000000004
decision_type=9 9 10 10 9 9 9 8 8 9 10 9 10 8 9 10 1 10 9 8 10 10 10 8 1 10 8 8 8 8
left_child=27 14 4 -4 23 6 -6 18 -9 17 -5 19 13 -13 22 16 20 -10 21 -11 29 -7 -2 -3 25 26 -25 28 -1 -15
right_child=1 2 3 10 5 7 -8 8 9 11 -12 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.0470510973581947e-06 3.4244421643149228e-05 -0.00011591596865950443 -4.7176470702989441e-05 4.8518847268630372e-07 1.1598049209680034e-06 5.1724001953047868e-06 -5.8383916905359532e-08 -6.3445140898694581e-05 1.8191258041000829e-07 -3.0181545914824449e-06 -1.3782998234651914e-05 -2.0671911913762824e-05 -0.00012340757271486392 1.6195983365028242e-06 2.2509140849378245e-06 3.0198425324285107e-05 2.3865432018990785e-05 -1.3470430258871786e-06 6.3578295886985842e-06 4.3724332893794358e-06 -2.4263016745911608e-05 -1.0916800529492967e-05 -9.6563972237078442e-08 -6.9619115631206538e-06 -1.5502969451619633e-05 8.3966408737375586e-05 1.2427019660630643e-05 0.00027336088531806164 -1.5444388720039179e-05 -1.2714328702378878e-05
leaf_weight=216 45 27 54 108 315 40 273 49 41 45 34 32 40 124 203 33 44 95 273 102 39 81 79 31 51 31 71 135 26 182
leaf_count=216 45 27 54 108 315 40 273 49 41 45 34 32 40 124 203 33 44 95 273 102 39 81 79 31 51 31 71 135 26 182
internal_value=0.00050548 0.000206816 -2.6954e-05 -0.00211167 0.000176238 0.000391424 0.00125543 -3.24938e-05 -0.000599758 -0.000323907 -0.000783217 0.000128834 -0.000364356 -5.27471e-05 0.00173965 0.000302601 -1.02563e-05 -0.00228571 0.00115443 0.0016962 -0.000404624 -0.000272727 0.000118519 -0.0016036 -0.00121081 -0.000208955 -0.00108738 0.0024433 0.00184362 -5.21171e-05
internal_weight=2919 2542 2215 196 2019 1808 588 1220 826 777 142 641 494 454 327 422 389 136 394 147 345 121 124 211 184 133 102 377 242 306
internal_count=2919 2542 2215 196 2019 1808 588 1220 826 777 142 641 494 454 327 422 389 136 394 147 345 121 124 211 184 133 102 377 242 306
cat_boundaries=0 17 41 59 61 63 86 87 88 89 91 92
cat_threshold=0 129 537919488 2359296 0 0 0 8192 0 268435488 0 0 16 268435456 0 0 1073746064 16 4 0 0 0 0 0 2147483648 0 0 0 4 8192 0 0 0 0 0 0 2048 256 0 4194304 8 268435458 0 0 2052 0 0 0 0 33554432 0 8224 128 0 0 0 32 0 128 16416 1049600 109570 32 0 0 0 0 0 0 0 0 0 0 0 2048 2048 0 0 0 0 0 0 0 128 0 16777216 68289632 67240034 2 84050944 2 2
is_linear=0
shrinkage=0.04


Tree=877
num_leaves=31
num_cat=9
split_feature=8 7 2 2 12 3 0 6 0 2 12 12 2 12 5 3 3 2 12 5 5 0 2 2 2 2 2 15 0 0
split_gain=1.15377 0.659947 0.570434 0.672324 0.487874 0.40306 0.71163 0.609444 0.500107 0.558249 1.04715 0.666944 0.404255 0.347213 0.306201 0.302008 0.269902 0.535363 0.253002 0.249881 0.225281 0.231584 0.258425 0.323656 0.221677 0.410427 0.388056 0.212221 0.30189 0.363397
threshold=0 1 111.00000000000001 182.50000000000003 2 1996.5000000000002 40.250000000000007 3 15.500000000000002 17.500000000000004 4 5 10.500000000000002 6 5.5000000000000009 2001.5000000000002 1996.5000000000002 272.00000000000006 7 2.5000000000000004 1.5000000000000002 35.850000000000009 6.5000000000000009 4.5000000000000009 22.500000000000004 17.500000000000004 30.500000000000004 8 22.250000000000004 39.07500000000001
decision_type=9 9 8 8 9 10 10 9 8 10 9 9 10 9 8 10 10 10 9 8 8 10 10 10 10 10 10 9 10 10
left_child=18 4 5 -4 -2 8 7 -7 24 11 14 -10 20 -5 -11 -9 17 -15 -1 -12 -13 -22 23 -23 25 -3 -26 28 -20 -30
right_child=1 2 3 13 -6 6 -8 15 9 10 19 12 -14 16 -16 -17 -18 -19 27 -21 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=2.8429835191047506e-06 -2.28873602388332e-06 -5.0557651699280088e-07 -1.7025225040772571e-05 4.8981605100013984e-05 5.5894966018416071e-06 1.9364991406534383e-06 -3.2231217064728724e-05 -1.6735302166874202e-05 4.09254502698345e-06 3.8767959931525609e-05 -1.2858696948690801e-05 -8.3707644745184122e-06 -1.4275018301950927e-05 -3.2284681690446114e-05 -1.0946709490653018e-06 -7.8802161819184858e-06 9.298001309797236e-06 -4.8461437304502433e-05 2.1966764255214339e-06 4.0068576366844617e-06 1.3865079105676174e-05 3.6949076697930623e-06 2.6251247718794161e-06 -6.4927139376119854e-05 -1.0425579775649448e-06 3.3548240525868685e-06 -9.0054994585437713e-08 3.2065628051125783e-06 -2.5084244413965698e-06 1.3397584502035616e-07
leaf_weight=371 117 91 55 115 319 124 32 27 117 26 26 25 102 106 99 170 28 39 25 250 38 60 52 36 42 33 164 140 26 141
leaf_count=371 117 91 55 115 319 124 32 27 117 26 26 25 102 106 99 170 28 39 25 250 38 60 52 36 42 33 164 140 26 141
internal_value=0.000181515 -0.000255208 -0.000584582 -0.00205814 0.00112752 -0.000253465 -0.00143503 -0.000857143 0.000106713 0.000629808 0.00170149 -0.00037123 -0.00132099 -0.00127336 -0.00132353 -0.00217308 -0.00232609 -0.00315068 0.00158543 0.00301045 -0.00035849 0.000128342 -0.000590604 -0.00181443 -0.00120846 0.000128 -0.00200966 0.000723032 -0.000157635 -0.000785714
internal_weight=2996 2293 1857 343 436 1514 353 321 1161 831 401 430 313 288 125 197 173 145 703 276 211 186 148 96 330 124 206 332 192 167
internal_count=2996 2293 1857 343 436 1514 353 321 1161 831 401 430 313 288 125 197 173 145 703 276 211 186 148 96 330 124 206 332 192 167
cat_boundaries=0 30 48 49 50 51 52 54 56 57
cat_threshold=268435472 0 4 134217728 2147549184 0 786432 2147483648 0 0 0 2308 10240 1048576 0 0 0 0 0 2048 128 0 4194304 8 0 49152 0 0 0 8192 131075 17 1141899264 512 2 0 0 536879104 0 16 0 0 144 268435456 67108864 0 1073746064 256 1115232 200 196928 198976 290 32 16859394 32 67108864
is_linear=0
shrinkage=0.04


Tree=878
num_leaves=31
num_cat=14
split_feature=7 8 12 12 6 0 7 0 0 12 1 0 0 3 9 1 3 3 13 0 7 12 0 11 0 0 12 0 6 0
split_gain=1.36089 0.97183 0.849771 0.600087 0.739992 0.557802 0.502778 0.488258 0.482773 0.471924 0.441779 0.456988 0.441649 0.383805 0.359534 0.353202 0.322493 0.382222 0.291022 0.330362 0.195275 0.273966 0.167026 0.159122 0.254481 0.350559 0.317801 0.420883 0.197289 0.168995
threshold=0 1 2 3 4 22.250000000000004 5 40.250000000000007 12.250000000000002 6 4.5000000000000009 35.850000000000009 33.175000000000004 1992.5000000000002 7 5.5000000000000009 1999.5000000000002 2004.5000000000002 8 39.07500000000001 9 10 35.850000000000009 11 45.425000000000004 42.250000000000007 12 35.600000000000009 13 38.57500000000001
decision_type=9 9 9 9 9 10 9 10 10 9 10 10 10 10 9 8 10 10 9 10 9 9 10 9 8 10 9 10 9 10
left_child=2 -2 5 7 9 -1 12 8 -3 22 -8 -12 -4 -11 18 -9 -15 -18 19 -10 -6 -22 -5 -23 25 26 28 -28 -25 -30
right_child=1 3 6 4 20 -7 10 15 14 13 11 -13 -14 16 -16 -17 17 -19 -20 -21 21 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=7.401782604116012e-07 7.2867266799671557e-06 -3.8210905627451018e-06 -1.3810890211514817e-07 3.0375546472805707e-05 8.1573253957960082e-06 -1.2732566513080446e-06 9.5906515558155564e-07 -5.0093818179858755e-06 -4.7115163501379672e-06 -6.7163749167187927e-08 -6.1503865088612887e-07 -4.9263340731520153e-05 1.2206650321333607e-05 -2.4128813512790301e-05 -2.6389203109482874e-05 -1.9865225516411521e-05 7.824148872011845e-05 -3.3938314829444367e-05 8.959742738335784e-06 2.8881317205788359e-06 5.923146792405946e-06 1.315230686721367e-06 8.897053137866372e-06 4.7899957299583134e-05 1.3544052262220482e-05 -8.5662291597677774e-05 2.0490607125116544e-05 -2.5088024535069378e-05 -1.6280884975216007e-05 1.5278988668650177e-06
leaf_weight=140 221 32 79 25 128 126 41 79 29 222 139 59 72 25 162 46 25 64 211 86 102 164 79 119 37 39 26 135 53 178
leaf_count=140 221 32 79 25 128 126 41 79 29 222 139 59 72 25 162 46 25 64 211 86 102 164 79 119 37 39 26 135 53 178
internal_value=0.000370924 0.000830287 -0.00122339 0.000550795 0.00100838 0.000519856 -0.00239401 -0.000457317 7.67756e-05 -0.000354767 -0.003536 -0.00446231 -0.000469136 -0.00108357 0.000392638 -0.00269841 -0.0029913 -0.00182222 0.00113947 -0.00047619 0.00161694 0.00135648 0.00187826 0.00105512 0.000715719 0.000508167 0.000789063 -0.000674418 0.00144044 0.000677686
internal_weight=2943 2287 656 2066 1421 266 390 645 520 440 239 198 151 336 488 125 114 89 326 115 981 853 104 751 587 550 511 161 350 231
internal_count=2943 2287 656 2066 1421 266 390 645 520 440 239 198 151 336 488 125 114 89 326 115 981 853 104 751 587 550 511 161 350 231
cat_boundaries=0 16 46 48 50 51 62 64 66 67 84 85 88 90 91
cat_threshold=131074 16 1140850688 2099200 0 134217728 0 268566528 65536 8192 8224 0 0 0 0 32 0 2048 0 134217728 2147549184 0 0 2147483648 0 32768 0 2048 8192 1048576 0 0 0 0 0 2048 0 0 0 0 0 268484608 0 0 0 8192 116800 2 50272 2 260 131074 0 0 2048 0 0 0 268435456 65536 0 32 131328 32 0 6288 4 0 0 0 4 0 64 0 536879104 0 0 0 0 0 268435456 0 0 1073745920 83888128 32 2147483648 524288 1056770 32 66
is_linear=0
shrinkage=0.04


Tree=879
num_leaves=31
num_cat=13
split_feature=8 12 2 2 8 12 9 2 8 9 2 4 4 12 2 2 2 4 2 2 2 2 12 13 13 2 2 8 15 2
split_gain=1.01973 0.941578 0.903664 0.948125 0.672682 0.516397 0.668065 0.495553 0.474924 0.364258 0.420083 0.386485 0.344106 0.336893 0.324833 0.299983 0.882479 0.275221 0.234167 0.249677 0.255835 0.211953 0.20906 0.351768 0.239632 0.305182 0.207438 0.200337 0.300717 0.214975
threshold=0 1 89.500000000000014 108.50000000000001 2 3 4 44.500000000000007 5 6 18.500000000000004 3146480000.0000005 353375000.00000006 7 40.500000000000007 182.50000000000003 47.500000000000007 2560040000.0000005 5.5000000000000009 14.500000000000002 231.50000000000003 64.500000000000014 8 9 10 16.500000000000004 6.5000000000000009 11 12 22.500000000000004
decision_type=9 9 10 10 9 9 9 10 9 9 8 10 10 9 8 10 8 10 8 8 8 10 9 9 9 10 8 9 9 10
left_child=1 2 7 -4 27 8 12 -1 -2 10 -10 22 13 -7 -12 16 -6 -14 -15 -20 21 -21 24 26 25 -11 -24 28 -3 -30
right_child=5 4 3 -5 15 6 -8 -9 9 11 14 -13 17 18 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.3484821369898134e-07 4.7232686912170033e-06 9.0525299903331773e-07 -1.4812674660065119e-05 -8.2863425516592915e-07 -3.3881184094889065e-06 1.9692139631625893e-06 7.8523727375551362e-06 2.1214668045388406e-07 3.1516935278881612e-07 3.3087643387343899e-06 -0.00011274879552472906 -4.744578088581548e-05 -7.357338187474623e-05 5.1333465467379394e-05 -3.61704901971931e-06 4.8384641913429966e-05 -0.0002120558027704246 1.9043350673385163e-06 -1.4773818841519156e-05 1.2767077362043442e-08 -6.9583199766524165e-05 1.6265374035892699e-06 -3.5007145071506054e-06 -1.8141080793038903e-05 1.3824747831090983e-05 -2.2298318237156376e-05 1.0541129114902073e-05 8.2866777898437647e-06 1.0212395436293093e-06 -6.4587482549886546e-08
leaf_weight=246 101 147 26 32 85 338 494 66 60 65 26 42 25 31 33 30 26 47 34 64 40 26 43 134 188 55 135 130 68 110
leaf_count=246 101 147 26 32 85 338 494 66 60 65 26 42 25 31 33 30 26 47 34 64 40 26 43 134 188 55 135 130 68 110
internal_value=0.000308006 -0.000753326 -0.00230971 -0.00691525 0.000237232 0.000825301 0.0014018 -0.00150799 9.85444e-05 -0.000247475 -0.00218462 0.000130758 0.000487013 0.000846442 -0.00473333 -0.00207895 -0.00317857 -0.00208219 -0.000485437 -0.00111515 -0.000305343 0.000879121 0.000386474 -0.000346749 0.00110345 -0.000305343 0.000804233 0.000987125 0.000416667 -0.000677249
internal_weight=2947 966 370 58 596 1981 1099 312 882 781 119 662 605 533 59 141 111 72 195 164 130 90 620 312 308 120 178 455 325 178
internal_count=2947 966 370 58 596 1981 1099 312 882 781 119 662 605 533 59 141 111 72 195 164 130 90 620 312 308 120 178 455 325 178
cat_boundaries=0 30 31 60 62 64 90 92 94 96 97 98 121 122
cat_threshold=3489660928 1048580 4 0 65536 1 262144 0 1 0 0 131072 64 0 0 0 0 0 33554432 8192 2147483648 0 20971520 0 0 0 64 0 524288 4096 68289826 0 0 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 8192 0 0 20971520 0 0 0 0 0 524288 59488 32 256 10368 0 2048 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 256 0 0 0 0 16384 0 132 16778498 2 10272 32 10 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 2149580800
is_linear=0
shrinkage=0.04


Tree=880
num_leaves=31
num_cat=12
split_feature=7 7 2 7 9 2 11 9 6 4 2 12 7 2 2 2 6 0 6 2 0 3 2 0 0 2 3 12 0 2
split_gain=1.12563 0.899874 0.504722 0.481753 0.605898 0.78439 0.471548 0.464183 0.713557 0.399063 0.384756 0.384748 0.423265 0.671424 0.390843 0.372011 0.356645 0.352597 0.333731 0.306343 0.304808 0.396444 0.388243 0.295705 0.390401 0.293006 0.289257 0.2751 0.292235 0.345301
threshold=0 1 28.500000000000004 2 3 48.500000000000007 4 5 6 260.00000000000006 49.500000000000007 7 8 15.500000000000002 16.500000000000004 5.5000000000000009 9 37.750000000000007 10 298.50000000000006 43.675000000000004 1996.5000000000002 41.500000000000007 42.710000000000008 23.500000000000004 30.500000000000004 2013.5000000000002 11 37.750000000000007 7.5000000000000009
decision_type=9 9 8 9 9 8 9 9 9 10 10 9 9 10 10 10 9 10 9 10 10 10 10 10 8 8 8 9 10 10
left_child=-1 23 11 -4 5 -5 16 -8 10 19 -9 -3 13 15 18 -13 -6 -12 26 25 21 22 -18 24 -2 -10 -14 -20 -29 -30
right_child=1 2 3 4 6 -7 7 8 9 -11 17 12 14 -15 -16 -17 20 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=9.2453487899810794e-06 -7.199527828426858e-06 3.1712367337021081e-06 7.0454076486735216e-07 -9.7262154390468595e-05 1.0904100449723954e-05 -1.3490244691348707e-05 3.2006984354226953e-06 -2.367559261449138e-05 -3.5326541909870808e-07 3.0905087967525445e-05 -3.7064373050902339e-06 -0.00023043809815392891 -5.2632679785180722e-05 -1.475336293696895e-05 2.9143433551291958e-06 3.2715645301862554e-06 3.4933168880515516e-06 -3.3103213623110146e-05 2.6649383615924172e-06 -4.6182901586958803e-05 7.2168889271432388e-05 8.6904398138839155e-06 -7.3370666288793389e-06 -0.00014494594244717654 -1.5076832490926998e-06 -1.8617088120443647e-08 2.4345445882760511e-06 -5.985453383431408e-06 6.4213598091272263e-06 -2.4057326749929262e-05
leaf_weight=215 38 219 223 26 100 85 101 37 28 29 32 27 30 40 251 52 34 32 118 26 27 49 80 27 164 277 391 30 79 76
leaf_count=215 38 219 223 26 100 85 101 37 28 29 32 27 30 40 251 52 34 32 118 26 27 49 80 27 164 277 391 30 79 76
internal_value=0.000384511 0.000157722 0.000380877 -0.00021567 -0.000603696 -0.0032459 -0.00022248 -0.000893543 -0.0014322 -0.000539083 -0.00425 0.000922375 0.000593665 -0.00156923 0.000872211 0.00045 0.00106312 -0.00652308 0.000408276 -0.000951807 1.40857e-10 -0.000658536 -0.00194783 -0.00218333 -0.00173399 -0.000588235 0.00112037 -0.000598726 -0.00153061 -0.000897436
internal_weight=2943 2728 2499 1186 963 111 852 562 461 360 101 1313 1094 119 975 79 290 64 724 331 190 163 114 229 202 305 421 303 185 155
internal_count=2943 2728 2499 1186 963 111 852 562 461 360 101 1313 1094 119 975 79 290 64 724 331 190 163 114 229 202 305 421 303 185 155
cat_boundaries=0 18 36 53 55 57 59 60 61 78 79 80 82
cat_threshold=1 17 0 524288 2 0 0 8192 0 8192 0 256 268435456 0 67108864 0 1073741824 32768 131072 268435456 8192 2048 0 134225922 0 268435456 33554432 0 8192 128 8388608 0 0 0 0 128 0 0 0 4 0 0 131072 0 0 32 0 0 0 0 0 0 4096 1 8240 67125252 512 0 20480 384 16787712 2 0 0 4 0 0 0 0 2048 32 0 0 0 0 0 0 4096 212 202 67273792 2
is_linear=0
shrinkage=0.04


Tree=881
num_leaves=31
num_cat=11
split_feature=7 12 16 2 7 12 2 4 1 17 1 6 4 12 12 5 2 2 11 2 2 2 2 16 2 2 2 2 2 2
split_gain=1.07558 0.772008 0.753579 0.747536 0.581399 0.881642 0.340714 0.315135 0.290569 0.288418 0.519701 0.366042 0.604303 0.348472 0.339558 0.313585 0.339884 0.402362 0.412705 0.300376 0.288661 0.28801 0.274887 0.272915 0.270549 0.359031 0.243418 0.238839 0.206483 0.174725
threshold=0 1 2 46.500000000000007 3 4 5.5000000000000009 850.00000000000011 5.5000000000000009 5 5.5000000000000009 6 29000.000000000004 7 8 1.0000000180025095e-35 80.500000000000014 58.500000000000007 9 32.500000000000007 24.500000000000004 14.500000000000002 365.00000000000006 10 4.5000000000000009 9.5000000000000018 7.5000000000000009 34.500000000000007 23.500000000000004 9.5000000000000018
decision_type=9 9 1 10 9 9 10 10 8 9 8 9 10 9 9 10 10 10 9 8 10 10 8 1 10 10 10 10 10 8
left_child=1 2 6 -4 5 21 -1 -8 26 10 -6 13 14 23 22 16 17 18 -16 20 24 29 -13 28 -20 -26 -7 -10 -11 -2
right_child=4 -3 3 -5 9 8 7 -9 27 11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.003309321604297e-06 5.1197725201956264e-06 2.0498369283481254e-06 -1.1359564615146768e-05 3.847698613499832e-06 8.5289349948343659e-06 8.1991981336004293e-08 1.9567022619227896e-05 -4.3998233991927879e-05 -1.454316072769082e-05 1.1219786862342317e-06 -1.9430348541552308e-05 3.5592571753480591e-06 -5.5697252331756027e-05 8.4206722553592753e-06 2.1397448803296082e-06 -3.5044930771316885e-05 6.2524741957810728e-05 -9.8847926556290854e-06 1.3215374849072678e-05 -5.9672101071880907e-05 2.8190659175651149e-05 8.7249607086654387e-07 -1.4587930384863284e-05 -7.244393401571518e-07 -3.453182252459522e-05 3.5350584028570018e-07 -7.3176463248800274e-06 3.8043866223254965e-06 2.8114838893722972e-06 -7.7605070496513505e-07
leaf_weight=75 43 353 35 30 90 28 148 30 76 181 45 147 29 349 128 36 82 39 60 106 44 181 28 42 84 155 138 35 96 31
leaf_count=75 43 353 35 30 90 28 148 30 76 181 45 147 29 349 128 36 82 39 60 106 44 181 28 42 84 155 138 35 96 31
internal_value=0.000548727 0.00194135 0.000462006 -0.00333333 0.000127846 -0.00101657 0.00146457 0.00241341 -0.00254167 0.000481735 -0.00123288 0.000633272 0.000118019 0.00134315 0.000303297 -8.59059e-05 0.000103004 -0.000220421 4.84431e-05 -0.000530435 3.48839e-05 0.000676692 0.00182796 0.000351515 -0.000413333 -0.00101667 -0.00368862 -0.00103571 0.000820144 -0.00138667
internal_weight=2944 671 318 65 2273 532 253 178 277 1741 135 1606 938 668 909 734 698 616 577 449 343 255 175 319 299 239 166 111 277 74
internal_count=2944 671 318 65 2273 532 253 178 277 1741 135 1606 938 668 909 734 698 616 577 449 343 255 175 319 299 239 166 111 277 74
cat_boundaries=0 18 19 20 38 39 40 41 42 44 47 48
cat_threshold=3 17 1611661312 2621956 524288 64 0 8192 65536 134217760 32 256 0 268435456 67108864 0 1073746048 512 67159074 2 268566528 268435456 67117056 2048 0 134217730 0 268566528 33554432 0 8192 128 0 0 0 0 0 128 67233794 17 448 238688 131136 32 32 2148532224 524288 2
is_linear=0
shrinkage=0.04


Tree=882
num_leaves=31
num_cat=10
split_feature=7 8 7 0 12 2 12 9 12 0 2 13 0 0 2 13 12 3 2 2 0 3 2 2 2 0 2 2 2 2
split_gain=1.08686 0.788592 0.541331 0.63447 0.603746 0.494354 0.486036 0.522557 0.479373 0.401963 0.384231 0.37676 0.286737 0.315039 0.865085 0.457627 0.295706 0.342857 0.308238 0.298935 0.283671 0.281025 0.247626 0.238977 0.487395 0.25901 0.225852 0.496913 0.371385 0.22444
threshold=0 1 2 40.250000000000007 3 77.500000000000014 4 5 6 23.500000000000004 6.5000000000000009 7 48.175000000000004 42.960000000000008 14.500000000000002 8 9 2019.5000000000002 22.500000000000004 39.500000000000007 32.500000000000007 1992.5000000000002 15.500000000000002 34.500000000000007 17.500000000000004 38.57500000000001 49.500000000000007 63.500000000000007 31.500000000000004 9.5000000000000018
decision_type=9 9 9 10 9 10 9 9 9 10 10 9 10 8 10 9 9 8 10 10 10 10 10 10 10 10 10 10 10 10
left_child=6 5 3 8 12 20 7 9 -3 -1 -9 21 13 15 -15 16 18 -18 -4 -20 -2 -6 -10 24 25 -19 28 -28 -24 -13
right_child=1 2 4 -5 11 -7 -8 10 22 -11 -12 29 -14 14 -16 -17 17 23 19 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.1866865592311638e-07 6.1668681082398144e-07 1.0881957400106568e-06 1.2545730299654462e-05 -9.6442438742824944e-05 2.0490372668869397e-06 -5.5197802146892448e-05 1.278305682300019e-06 -4.6126790965756588e-05 -6.0927889632017923e-06 2.1142746479534963e-05 1.7297012988530384e-06 6.8174061867778146e-06 7.2723576748698143e-06 -8.5186340247996167e-05 5.2824857513137388e-06 1.7514307366388393e-05 7.8830503406428758e-06 -2.1352292797220184e-06 -1.181368815639705e-05 1.8406953605667245e-06 -1.6784443478618176e-06 -2.43561412922389e-05 -4.4980996054453263e-08 -5.1763449365447737e-05 9.8877810855056604e-06 -4.163955881098276e-06 -4.4286341792336495e-05 -3.1988753659580265e-07 4.6671298474673836e-06 4.4725990105396351e-06
leaf_weight=47 40 109 127 25 245 40 433 36 43 145 83 226 27 36 27 106 56 26 27 55 181 116 50 44 41 62 25 49 32 362
leaf_count=47 40 109 127 25 245 40 433 36 43 145 83 226 27 36 27 106 56 26 27 55 181 116 50 44 41 62 25 49 32 362
internal_value=0.0007269 0.000268739 0.000552154 -0.000895349 0.000860728 -0.00175 0.00203444 0.000757764 -0.000414239 0.00200985 -0.00126154 0.00149583 -9.92247e-05 -0.000282895 -0.0029375 2.93579e-05 -0.000552338 -0.00151667 0.000527273 -0.0013494 -0.00106306 0.00044086 -0.00154286 -0.00245977 -0.00156923 -0.00323595 -0.000866242 -0.00245333 0.000578313 0.00212354
internal_weight=2921 2177 1916 333 1583 261 744 311 308 192 119 949 634 607 63 544 438 229 209 82 221 361 199 173 129 88 156 74 82 588
internal_count=2921 2177 1916 333 1583 261 744 311 308 192 119 949 634 607 63 544 438 229 209 82 221 361 199 173 129 88 156 74 82 588
cat_boundaries=0 18 39 50 52 54 56 57 58 59 61
cat_threshold=268566529 1 603979776 4 32 0 37748736 268443648 33622016 8224 0 256 268435456 268435456 0 0 1073745920 128 1073741840 4 0 0 0 0 262144 0 0 0 0 0 2048 0 0 4096 0 0 0 0 2147483648 0 268435456 8192 2099200 0 134217728 0 131072 0 0 8192 114784 2 16958466 2 0 2224 1099872 12 6 32832 2
is_linear=0
shrinkage=0.04


Tree=883
num_leaves=31
num_cat=11
split_feature=7 7 2 9 12 12 2 4 1 10 7 2 0 17 4 2 0 2 2 12 2 2 5 6 12 2 0 0 4 2
split_gain=1.03338 0.72555 0.72385 0.557204 0.490013 0.487836 0.475491 0.415478 0.40744 0.375593 0.311164 0.634128 0.366557 0.277986 0.462492 0.358046 0.751303 0.284823 0.343449 0.279473 0.303604 1.16837 0.256488 0.242063 0.206841 0.254047 0.274105 0.350932 0.187968 0.188643
threshold=0 1 11.500000000000002 2 3 4 45.500000000000007 208770000.00000003 4.5000000000000009 5 6 455.00000000000006 16.750000000000004 7 972430000.00000012 442.50000000000006 38.57500000000001 9.5000000000000018 7.5000000000000009 8 84.500000000000014 35.500000000000007 1.5000000000000002 9 10 58.500000000000007 35.850000000000009 16.750000000000004 52809240000.000008 8.5000000000000018
decision_type=9 9 10 9 9 9 10 10 10 9 9 10 10 9 10 8 8 8 10 9 10 10 8 9 9 10 10 10 8 8
left_child=5 2 -2 7 -5 8 -4 -3 -1 10 11 12 -6 14 17 19 -17 18 -12 20 21 -15 -21 24 25 26 27 -24 -7 -30
right_child=1 3 6 4 9 28 -8 -9 -10 -11 13 -13 -14 15 -16 16 -18 -19 -20 22 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.8522644182021197e-05 1.3154750500049642e-05 -6.4417609120189155e-06 -2.5097079787062445e-05 1.0468624833873228e-06 -3.8746239358111207e-06 2.7009631062232992e-05 -1.1442482753149496e-05 -0.00010301550275477499 1.4175148889295954e-06 0.00044762761295461743 2.1352556696245568e-05 1.0521610002661666e-05 -2.119102936713166e-06 -1.4813377810966597e-07 -3.8970224363978942e-05 2.1574234329190652e-06 -6.6483110718663276e-05 3.2402647743377769e-06 -0.00012126709833332613 -6.8769202800928399e-05 3.4835303454661604e-06 -3.9382836961788995e-05 3.6976731383148111e-07 -2.0606462589395528e-06 2.4376232728548247e-06 -1.9513374150732206e-06 1.0535670836764254e-05 -3.1312653884747071e-06 7.5747688651060535e-06 6.109232799187524e-07
leaf_weight=27 33 71 33 393 25 98 42 34 109 102 35 28 159 146 31 42 25 276 29 41 38 39 51 193 252 49 117 27 66 334
leaf_count=27 33 71 33 393 25 98 42 34 109 102 35 28 159 146 31 42 25 276 29 41 38 39 51 193 252 49 117 27 66 334
internal_value=0.000346232 -4.99568e-05 -0.00309244 0.000113821 0.000261736 0.00176124 -0.00552632 -0.00258621 -0.000380952 -3.49649e-05 -0.00019083 -0.00157848 -0.00250811 3.13839e-05 0.00095288 -0.000310378 -0.00311765 0.00140762 -0.000984615 -0.000113207 -0.00131624 -0.00204301 0.000269906 0.000457971 0.000915188 6.27452e-05 0.000714286 -0.00111392 0.00234185 0.00199501
internal_weight=2945 2311 108 2203 2098 634 75 105 136 1705 1603 212 184 1391 371 1020 67 340 64 953 223 185 730 689 496 244 195 78 498 400
internal_count=2945 2311 108 2203 2098 634 75 105 136 1705 1603 212 184 1391 371 1020 67 340 64 953 223 185 730 689 496 244 195 78 498 400
cat_boundaries=0 17 35 37 38 39 40 52 53 55 56 57
cat_threshold=268435457 1 1310720 524292 2 2048 0 536879104 33619968 0 0 256 268435600 268435456 0 0 1073745936 16384 268435456 0 2097152 524288 134225920 0 0 0 0 0 8192 0 0 0 0 0 128 1 8192 141568 50176 276 131074 144 67108864 0 0 0 0 0 2048 0 0 128 42 67108896 34 396 1065986
is_linear=0
shrinkage=0.04


Tree=884
num_leaves=31
num_cat=5
split_feature=8 8 2 9 2 3 2 5 2 0 2 1 6 9 1 0 0 1 2 3 2 2 2 2 2 0 0 2 2 1
split_gain=1.38584 0.619607 0.673327 0.421497 0.396417 0.433569 0.3766 0.283213 0.321723 0.471946 0.329575 0.285045 0.245437 0.245753 0.244826 0.761499 0.253179 0.522379 0.33236 0.322504 0.294674 0.293679 0.29218 0.236741 0.255205 0.298935 0.221213 0.204343 0.199173 0.197669
threshold=0 1 2930.0000000000005 2 17.500000000000004 1980.5000000000002 29.500000000000004 1.5000000000000002 71.500000000000014 37.750000000000007 39.500000000000007 5.5000000000000009 3 4 5.5000000000000009 36.400000000000006 39.07500000000001 4.5000000000000009 272.00000000000006 2001.5000000000002 16.500000000000004 10.500000000000002 13.500000000000002 7.5000000000000009 17.500000000000004 40.250000000000007 18.500000000000004 63.500000000000007 94.500000000000014 5.5000000000000009
decision_type=9 9 8 9 10 10 10 10 10 10 10 8 9 9 10 10 10 8 10 10 10 10 10 8 8 10 10 10 10 8
left_child=-1 2 4 6 5 29 -3 8 10 28 11 -6 13 23 16 -16 17 -14 20 -19 21 -18 -23 -5 25 -25 -26 -8 -10 -2
right_child=1 3 -4 12 7 -7 27 -9 9 -11 -12 -13 14 -15 15 -17 18 19 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=8.031626445488475e-06 -6.7578144071955477e-07 2.1253032842107632e-06 -2.1712605976029173e-05 1.520393081897003e-05 -2.1662052069501507e-07 1.9162549975778295e-05 -0.00014096650531414008 5.2124903734510444e-06 -1.8766956415561254e-07 -1.1860263329047691e-05 4.3401253029276156e-07 2.6630166749783585e-06 -4.7829725054203531e-06 2.3187351950534953e-05 -5.9163582293638162e-05 1.6822803395983223e-05 1.3023258082202267e-06 0.00013840919096874945 -4.2847550391695786e-05 -4.8937134227404167e-07 4.2912501997232232e-06 -2.2599936846580417e-05 4.6770474418465561e-07 2.5865004706331643e-06 -3.2440906820365476e-06 -2.015288094595039e-05 1.8854458824800318e-06 -3.1198239741345166e-05 8.9514254467247256e-07 6.1920138560254227e-07
leaf_weight=361 187 199 25 60 147 32 28 31 43 32 196 45 27 196 36 62 194 189 31 30 235 41 33 55 46 27 173 44 67 50
leaf_count=361 187 199 25 60 147 32 28 31 43 32 196 45 27 196 36 62 194 189 31 30 235 41 33 55 46 27 173 44 67 50
internal_value=0.000632227 0.000297045 -0.000577367 0.000736168 -0.000385078 -0.00164444 -0.000695035 0.000220641 1.48731e-10 -0.00162238 0.000596401 -0.000580311 0.00100968 0.00166901 0.000575928 -0.00129293 0.000819462 0.00187854 0.000328972 0.00252727 0.000579365 -0.000327137 -0.00245333 0.000978495 0.000543046 -0.0013494 0.00125455 -0.00317808 -0.00036036 -0.00223529
internal_weight=2922 2561 855 1706 830 269 271 561 530 142 388 192 1435 557 878 98 780 246 534 219 503 268 74 361 301 82 219 72 110 237
internal_count=2922 2561 855 1706 830 269 271 561 530 142 388 192 1435 557 878 98 780 246 534 219 503 268 74 361 301 82 219 72 110 237
cat_boundaries=0 30 53 55 56 58
cat_threshold=268435456 0 4 0 2147491840 0 0 0 0 0 0 2052 8192 1024 268435456 4096 0 0 0 2048 0 0 4194304 0 0 0 0 0 0 8192 1073741840 10 0 134217728 1073741824 0 262144 0 1 0 0 0 0 0 0 0 0 0 33554432 8192 2147483904 0 16777216 256 8352 200 0 18432
is_linear=0
shrinkage=0.04


Tree=885
num_leaves=31
num_cat=7
split_feature=7 7 8 8 2 15 3 3 2 2 1 2 2 2 0 6 0 11 2 3 0 0 1 2 2 3 2 0 3 0
split_gain=1.05761 0.853628 0.821027 0.448262 0.458537 0.327886 0.330345 0.289129 0.283075 0.275321 0.266933 0.265136 0.264913 0.36096 0.369141 0.326644 0.53026 0.518979 0.45065 0.326342 0.420914 0.299571 0.427647 0.583641 0.297135 0.260743 0.280763 0.667314 0.222279 0.185289
threshold=0 1 2 3 49.500000000000007 4 1988.5000000000002 2011.5000000000002 20.500000000000004 416.00000000000006 4.5000000000000009 46.500000000000007 4.5000000000000009 19.500000000000004 22.750000000000004 5 36.400000000000006 6 10.500000000000002 2012.5000000000002 18.500000000000004 42.710000000000008 5.5000000000000009 8.5000000000000018 5.5000000000000009 2017.5000000000002 114.50000000000001 39.07500000000001 2009.5000000000002 42.960000000000008
decision_type=9 9 9 9 10 9 8 8 10 10 10 8 8 10 10 9 10 9 10 10 8 10 8 8 10 10 10 10 10 10
left_child=-1 10 29 4 8 -5 -7 9 -4 28 -2 -12 -9 15 19 16 18 -17 24 20 -15 22 23 -18 -14 26 -16 -28 -8 -3
right_child=1 2 3 5 -6 6 7 12 -10 -11 11 -13 13 14 25 17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=7.2946981949591427e-06 4.4394117965067662e-05 6.8732555796089885e-06 -8.225822771544077e-07 1.7835783258913616e-06 -5.2918752359773505e-05 4.4322570190417417e-06 -9.5547743258584903e-06 9.0440955216577834e-06 1.281705208064744e-05 0.00014826017142760442 -9.661484996153733e-06 -1.622731379484193e-05 1.4178496229812696e-05 -4.3996347187658105e-08 6.9385816067143405e-06 0.00016332768906931471 -4.7323057167758232e-08 -1.9773910700313428e-05 -1.3465933470515772e-06 2.6624301706324491e-06 -1.0097518631504648e-06 4.9154160847854167e-07 -7.2239965173844976e-06 -3.117832982010236e-05 1.3563667231931931e-06 -2.8421800736619044e-05 6.7178078529970287e-05 -2.2625679131826694e-05 -4.4776520698016998e-05 -4.0564919511605349e-06
leaf_weight=208 35 240 147 109 48 36 161 214 32 27 46 26 69 309 357 115 37 157 61 26 30 51 48 93 52 32 68 71 31 25
leaf_count=208 35 240 147 109 48 36 161 214 32 27 46 26 69 309 357 115 37 157 61 26 30 51 48 93 52 32 68 71 31 25
internal_value=0.000392978 0.000178003 0.000325179 8.52844e-05 -0.00156303 0.000266051 0.000145915 7.76121e-05 -0.000688889 -0.00129091 -0.00315254 -0.00482192 0.000245673 6.59481e-05 0.000595078 -0.000625731 -0.00131754 0.000452297 0.000262295 -0.000382514 -0.000717647 -0.00262609 -0.00339665 -0.00458015 0.00167213 0.00127032 0.00149698 -2.85713e-05 -0.00182383 0.0023913
internal_weight=2961 2753 2646 2381 227 2154 2045 2009 179 219 107 72 1790 1576 893 683 411 272 182 365 339 229 178 130 121 528 496 139 192 265
internal_count=2961 2753 2646 2381 227 2154 2045 2009 179 219 107 72 1790 1576 893 683 411 272 182 365 339 229 178 130 121 528 496 139 192 265
cat_boundaries=0 18 36 63 93 95 96 97
cat_threshold=1 1 1073741824 786432 0 0 33554432 4202496 0 0 0 320 0 268435456 0 0 1073741824 512 0 0 0 2105344 0 134217792 0 0 0 0 8192 8192 0 0 0 32 0 128 0 0 0 0 2147483648 1 0 2147483648 0 0 0 133124 8192 1048576 0 0 0 0 0 2048 0 0 0 8 0 32768 4 1342177296 0 4 0 0 0 0 0 0 32768 0 0 2048 0 0 0 0 0 33558528 0 2147483648 0 0 0 0 0 0 0 0 4096 2097152 1 284 4
is_linear=0
shrinkage=0.04


Tree=886
num_leaves=31
num_cat=12
split_feature=7 8 12 10 2 12 2 0 7 12 2 9 1 2 6 2 2 11 3 1 2 2 0 3 0 0 8 2 1 12
split_gain=1.59308 1.20377 0.911299 0.457411 0.841826 0.448615 0.425266 1.90224 0.489903 0.390163 0.391655 0.321775 0.311146 0.285719 0.28209 0.357568 0.305961 0.275405 0.407334 0.237757 0.266006 0.24098 0.233153 0.300606 0.179713 0.448173 0.242062 0.172738 0.267026 0.167159
threshold=0 1 2 3 19.500000000000004 4 89.500000000000014 23.500000000000004 5 6 19.500000000000004 7 5.5000000000000009 20.500000000000004 8 332.00000000000006 161.00000000000003 9 2012.5000000000002 4.5000000000000009 69.500000000000014 24.500000000000004 39.07500000000001 1958.5000000000002 44.07500000000001 46.250000000000007 10 10.500000000000002 2.5000000000000004 11
decision_type=9 9 9 9 10 9 8 10 9 9 10 9 10 8 9 10 8 9 8 10 10 10 10 10 10 10 9 8 10 9
left_child=5 9 12 6 -5 13 8 -8 -4 10 -2 -10 17 -1 15 16 -9 18 -3 -20 21 -21 -16 -24 26 -26 -11 -19 -29 -13
right_child=1 2 3 4 -6 -7 7 14 11 24 -12 29 -14 -15 22 -17 -18 27 19 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=6.5931507920071668e-06 4.8985452858165072e-06 1.2800325076672506e-05 1.2335040211602563e-06 -1.2338681886241883e-05 -5.822059762696563e-05 5.009099084324343e-06 -1.6313215312965839e-05 -4.8563740952231919e-08 3.5380459691154871e-06 1.095253729966499e-06 -5.160955702205861e-06 6.2147976481400382e-07 2.362574725685055e-06 -4.638241770392402e-06 0.0035380744183926296 3.57641431051046e-06 -3.0863536700118219e-05 -5.2512788650117002e-07 9.1541804391490503e-07 -1.1341795659567158e-06 -1.0789426465650471e-06 4.3719235857030287e-08 -5.301217396574555e-05 0.00046098156885920921 -0.00015053101483378717 7.0986182499563075e-06 2.5092056854183467e-05 -1.3781515605234915e-05 1.7883695478481152e-05 -2.0285864181362215e-06
leaf_weight=50 45 29 101 95 48 342 43 28 141 152 59 168 93 55 29 40 50 32 36 75 30 45 52 33 25 39 233 46 113 606
leaf_count=50 45 29 101 95 48 342 43 28 141 152 59 168 93 55 29 40 50 32 36 75 30 45 52 33 25 39 233 46 113 606
internal_value=0.000426721 2.56309e-05 -0.000446502 -0.000957785 -0.00303896 0.00259389 -0.000703533 -0.00210145 -0.000330383 0.00165248 -0.000556522 -0.00062635 0.00101176 0.000172414 -0.00065236 -0.00192248 -0.00364557 0.000550369 -0.000442478 -0.00115508 -0.0018543 -0.000991735 0.000768 -0.000232558 0.00216522 0.000246154 0.00253886 0.00160396 0.002225 -0.000947771
internal_weight=2933 2486 1933 1434 143 447 1291 275 1016 553 104 915 499 105 232 118 78 406 215 186 150 120 114 85 449 64 385 191 159 774
internal_count=2933 2486 1933 1434 143 447 1291 275 1016 553 104 915 499 105 232 118 78 406 215 186 150 120 114 85 449 64 385 191 159 774
cat_boundaries=0 18 47 48 49 50 59 60 62 63 64 85 86
cat_threshold=131072 1 537919488 4 524320 0 33554432 272637952 0 8192 32800 256 0 268435456 0 0 1073745920 256 1342177296 10 0 0 2147483648 0 0 0 0 0 0 2052 8192 512 0 0 0 0 4096 2048 384 0 0 0 0 32768 0 0 524288 17967136 288 57344 0 0 67108864 0 0 0 0 536870912 65536 139328 1 36 264 36 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 384 67109184
is_linear=0
shrinkage=0.04


Tree=887
num_leaves=31
num_cat=12
split_feature=7 7 6 2 2 12 11 15 2 2 0 0 12 2 3 2 12 17 2 12 2 2 1 2 3 6 2 2 2 7
split_gain=1.18952 0.836972 1.14232 0.626952 0.527459 0.525353 0.466695 0.355618 0.504405 0.429941 0.419934 0.40034 0.383028 0.351321 0.348368 0.347236 0.550667 0.632958 0.69034 0.373825 0.355677 0.36377 0.330579 0.314522 0.28643 0.285465 0.269775 0.406471 0.236853 0.230645
threshold=0 1 2 4.5000000000000009 14.500000000000002 3 4 5 88.500000000000014 95.500000000000014 37.250000000000007 47.250000000000007 6 16.500000000000004 1992.5000000000002 30.500000000000004 7 8 27.500000000000004 9 3.5000000000000004 22.500000000000004 4.5000000000000009 24.500000000000004 1.0000000180025095e-35 10 16.500000000000004 10.500000000000002 6.5000000000000009 11
decision_type=9 9 9 10 10 9 9 9 10 10 8 10 9 10 10 10 9 9 8 9 8 10 10 8 10 9 10 10 10 9
left_child=5 2 3 -2 -4 6 28 12 11 -10 -11 15 13 -3 -8 16 20 -18 23 -17 -9 26 -20 29 -12 -21 27 -22 -1 -19
right_child=1 7 4 -5 -6 -7 14 8 9 10 24 -13 -14 -15 -16 19 17 18 22 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.0122622215777228e-05 -3.2885996307783217e-05 -2.4938285431761228e-06 -1.4269084740576232e-05 2.422519059394787e-05 -1.9329914942597638e-05 6.8851736116945474e-06 4.476679271190854e-07 -2.4538787395862916e-06 -6.5614802826070787e-06 5.7372282075261089e-07 -4.5967576630088075e-05 7.4608897011199219e-06 1.6871582782052803e-06 9.1569387099347158e-07 -1.2333916142013462e-05 1.9248493059365048e-06 7.5168962852327961e-05 -3.5361116720425395e-07 3.2734386356520814e-05 -1.3524522181285194e-07 1.498490874375108e-06 -8.6937948905027153e-06 -2.053138299904298e-05 7.6988599627849187e-06 0.00039762552579999895 1.2838076398485671e-06 7.0827135971227893e-06 -9.9330538516951974e-06 1.1310049532870263e-05 6.6141505497490952e-07
leaf_weight=38 48 35 53 66 70 321 103 26 26 64 75 83 262 67 32 114 107 122 40 136 63 29 80 54 34 112 31 29 93 526
leaf_count=38 48 35 53 66 70 321 103 26 26 64 75 83 262 67 32 114 107 122 40 136 63 29 80 54 34 112 31 29 93 526
internal_value=0.000461225 5.41686e-05 -0.00214516 0.000768 -0.00468657 0.00205351 0.00066426 0.000310442 7.03747e-05 -0.00182 -0.00108046 0.000314231 0.00142933 -0.000637168 -0.000958904 0.000160544 -0.000191336 0.000208511 -0.000182473 0.00123416 -0.00215873 -0.00151634 -0.00297521 0.000295875 -0.00258182 0.000277992 -0.000548387 -0.00163441 0.00228169 4.93068e-05
internal_weight=2939 2352 237 114 123 587 266 2115 1751 199 173 1552 364 102 135 1469 1107 929 822 362 178 152 120 702 109 248 123 92 131 648
internal_count=2939 2352 237 114 123 587 266 2115 1751 199 173 1552 364 102 135 1469 1107 929 822 362 178 152 120 702 109 248 123 92 131 648
cat_boundaries=0 17 35 36 37 40 41 43 44 45 46 47 64
cat_threshold=268435457 129 1610620928 4 34 134217728 33554432 805314560 2048 0 32800 0 128 0 0 0 1073741840 16384 16 0 2099200 65536 64 0 0 33554432 134217728 8192 384 0 0 0 0 128 128 28 68224066 16388 0 524288 2159017984 68157504 32 24640 48 24928 12 0 0 0 0 0 0 131072 0 65536 32 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=888
num_leaves=31
num_cat=10
split_feature=7 8 9 12 3 1 8 2 2 1 1 2 6 3 3 12 2 16 2 2 12 2 2 2 2 2 3 2 12 2
split_gain=1.32186 1.17676 0.683653 0.689783 0.680222 0.702763 0.519164 0.57462 0.501207 0.490972 0.381704 0.353567 0.350832 0.674139 0.79173 0.462734 0.563225 0.718187 0.470471 0.437054 0.309582 0.516532 0.40348 0.274921 0.268254 0.254883 0.184293 0.389783 0.17588 0.182111
threshold=0 1 2 3 2005.5000000000002 2.5000000000000004 4 48.500000000000007 16.500000000000004 5.5000000000000009 5.5000000000000009 6.5000000000000009 5 2001.5000000000002 1995.5000000000002 6 71.500000000000014 7 39.500000000000007 61.500000000000007 8 103.50000000000001 1.0000000180025095e-35 88.500000000000014 4.5000000000000009 27.500000000000004 2010.5000000000002 37.500000000000007 9 18.500000000000004
decision_type=9 9 9 9 10 10 9 8 10 10 10 10 9 8 10 9 8 1 10 8 9 10 10 8 8 10 10 10 9 8
left_child=23 10 6 -4 5 -5 7 -3 11 12 -2 24 13 14 -8 19 18 -18 -17 26 21 -15 -22 -1 -7 -12 27 -14 29 -11
right_child=1 2 3 4 -6 8 9 -9 -10 28 25 -13 15 20 -16 16 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.9020691653997213e-06 1.9671754333054906e-06 -1.4268921621779639e-07 3.8765419926761347e-06 5.8274828093295817e-05 1.8301248207590741e-05 -9.1208649776267414e-06 4.8872449994059336e-06 -2.4341940166958252e-05 -0.00012738857504438096 -6.2385175021682271e-07 7.8268744061682954e-06 -8.3379905276802417e-06 2.9633402518285509e-07 9.5569701937051985e-07 -2.1616624718756222e-05 -1.8147033526539122e-06 2.4289672095368706e-06 -2.0771466581297973e-06 1.4768744794772337e-06 1.2777762888270045e-06 -7.3863368868825534e-05 -5.2101637521460422e-05 8.7432134071880587e-06 2.9860862045555719e-06 -0.00026002805889679194 -4.9233312565431309e-05 -4.2545682812866239e-05 -1.011631874912059e-06 2.6888358147302141e-06 2.3168887608534747e-06
leaf_weight=255 325 92 100 50 41 27 36 37 93 43 32 67 150 274 29 171 37 51 53 104 39 31 328 122 35 25 25 56 144 71
leaf_count=255 325 92 100 50 41 27 36 37 93 43 32 67 150 274 29 171 37 51 53 104 39 31 328 122 35 25 25 56 144 71
internal_value=0.000370924 4.03572e-05 -0.000320729 -0.00176415 -0.00267901 -0.00348718 2.46915e-05 -0.00231429 -0.00444843 0.000222626 0.00205598 -0.0028 -7.50901e-05 0.000518717 -0.00333333 -0.00074772 -0.00183282 -0.00458427 -0.000817778 0.000289017 0.000903418 -6.3291e-05 0.00166138 0.00254639 -0.00495238 -0.000896552 -0.000672414 -0.000270531 0.00182239 0.000448
internal_weight=2943 2566 2184 413 313 272 1771 129 222 1642 382 129 1384 737 65 647 312 88 224 335 672 305 367 377 62 57 231 206 258 114
internal_count=2943 2566 2184 413 313 272 1771 129 222 1642 382 129 1384 737 65 647 312 88 224 335 672 305 367 377 62 57 231 206 258 114
cat_boundaries=0 18 44 46 47 77 78 80 81 82 83
cat_threshold=268435457 129 1048576 262144 34 0 0 8192 0 134217760 32800 256 0 0 0 0 1073741824 32768 16 2 0 0 2147483648 1 0 2147483648 0 0 0 2052 0 0 0 0 0 0 0 2048 384 0 0 0 0 268468224 1073741952 22532 17843520 1342177280 8 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 8192 0 0 0 8 0 0 0 0 0 4096 390 68208928 32 2 1229826 1171520
is_linear=0
shrinkage=0.04


Tree=889
num_leaves=31
num_cat=10
split_feature=8 7 12 4 7 2 2 2 2 9 3 3 5 6 2 2 0 3 12 3 7 2 4 2 3 7 0 6 1 0
split_gain=1.27722 1.04832 0.789608 0.664725 0.786597 0.59213 0.545736 0.507162 0.676463 0.487858 0.544243 0.506263 0.402993 0.333816 0.282937 0.326569 0.43772 0.310141 0.320097 0.303687 0.281725 0.290153 0.305219 0.279965 0.253119 0.227659 0.410181 0.236621 0.58672 0.223543
threshold=0 1 2 972430000.00000012 3 14.500000000000002 80.500000000000014 29.500000000000004 12.500000000000002 4 2005.5000000000002 1996.5000000000002 10.500000000000002 5 16.500000000000004 71.500000000000014 15.500000000000002 2011.5000000000002 6 1.0000000180025095e-35 7 129.50000000000003 8181455000.000001 6.5000000000000009 2011.5000000000002 8 16.750000000000004 9 5.5000000000000009 40.250000000000007
decision_type=9 9 9 10 9 10 8 10 10 9 10 10 8 9 10 10 10 8 9 10 9 10 8 10 8 9 10 9 10 8
left_child=20 -2 25 4 6 -5 7 8 23 13 11 12 -11 -6 17 19 -17 -15 -19 -16 21 22 -1 -4 -18 26 -3 -27 -29 -14
right_child=1 2 3 5 9 -7 -8 -9 -10 10 -12 -13 29 14 15 16 24 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-2.4136221682531195e-05 4.5894353315012605e-06 8.2474297862693055e-07 -8.1129487501061765e-05 6.3412342192277859e-05 -1.7524527283197407e-05 -7.2562316180043587e-05 -2.9502097665958681e-05 4.2659384618770275e-07 -4.590032649063399e-06 -1.8763667932396512e-05 0.001200045275523496 -0.00035025965250916059 0.00027534943538106842 -8.9511991182239587e-05 8.17014878003113e-07 -7.7884702211291379e-07 -1.0647259936282715e-05 -9.4369179621261274e-07 3.5141343286692771e-06 1.7361659044545983e-06 7.2153763749148435e-06 -1.1122784211889725e-06 7.1814070103156911e-06 1.3614157939477426e-06 1.0537865973667003e-05 1.5144473797432349e-06 -3.9796188743489597e-05 2.9641564505384636e-06 -4.1313824951352952e-05 -8.944720208813171e-05
leaf_weight=27 214 71 42 26 145 27 40 68 57 44 35 27 98 29 316 26 40 130 229 81 402 28 57 28 78 341 66 105 25 25
leaf_count=27 214 71 42 26 145 27 40 68 57 44 35 27 98 29 316 26 40 130 229 81 402 28 57 28 78 341 66 105 25 25
internal_value=0.000528689 0.000136964 -0.000128507 -0.000596754 -0.000447043 -0.00496296 -0.00252033 -0.00173469 -0.00321875 -5.17502e-05 -0.00168333 -0.00258462 -0.0017381 0.000309678 0.000591489 0.00118819 -0.000441379 -0.000226221 0.0001 0.00177889 0.00231619 0.000390244 0.0016 -0.00056338 0.000605042 0.00108562 -0.000351351 0.00150207 1.37387e-10 -0.000548387
internal_weight=2927 2413 2199 1591 1538 53 235 195 127 1303 229 194 167 1074 929 541 144 388 359 397 514 112 84 70 118 608 137 471 130 123
internal_count=2927 2413 2199 1591 1538 53 235 195 127 1303 229 194 167 1074 929 541 144 388 359 397 514 112 84 70 118 608 137 471 130 123
cat_boundaries=0 26 44 46 62 64 65 66 80 92 93
cat_threshold=16 8 0 0 8192 0 0 0 1 32768 0 133380 0 1049088 0 0 0 0 33554432 2048 0 524288 4194304 8 0 49152 131073 1 0 0 0 2 0 8192 33556480 0 32 0 0 268435456 0 0 0 512 17836032 32 2 0 67108864 2099204 0 134217728 0 0 65536 0 0 128 0 0 0 32 1073741825 22532 18 67256416 0 0 1048576 0 2 0 0 0 67584 0 8192 0 0 268435456 0 0 0 0 0 0 0 131072 0 8192 0 128 14
is_linear=0
shrinkage=0.04


Tree=890
num_leaves=31
num_cat=12
split_feature=7 7 8 12 2 12 17 6 7 2 9 1 6 12 2 2 2 2 13 2 2 2 2 1 2 2 2 2 2 2
split_gain=1.28801 0.72322 0.641247 0.58046 0.55062 0.4992 1.05962 0.738731 0.539908 0.460972 0.341335 0.395692 0.461158 0.316071 0.387953 0.524682 0.301666 0.352034 0.300814 0.363497 0.290916 0.279412 0.571196 0.409058 0.332114 0.275895 0.227505 0.397436 0.191912 0.158644
threshold=0 1 2 3 43.500000000000007 4 5 6 7 inf 8 2.5000000000000004 9 10 19.500000000000004 13.500000000000002 28.500000000000004 3.5000000000000004 11 321.00000000000006 2.5000000000000004 5.5000000000000009 34.500000000000007 5.5000000000000009 88.500000000000014 89.500000000000014 70.500000000000014 101.50000000000001 49.500000000000007 80.500000000000014
decision_type=9 9 9 9 8 9 9 9 9 8 9 10 9 9 8 10 10 8 9 10 10 8 10 10 10 10 10 10 10 10
left_child=-1 4 3 9 -2 6 -4 16 -8 -3 11 -10 -13 -9 15 -15 17 -7 -18 26 -12 -14 -23 24 28 -5 -20 -28 -24 -16
right_child=1 2 5 25 -6 7 8 13 10 -11 20 12 21 14 29 -17 18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=6.3456182957898166e-06 -2.3901495049787747e-06 1.923433200966326e-07 -1.1168448989680434e-05 5.1550226968870535e-06 -1.399997115017645e-05 -1.0691279456168648e-06 1.2625154735252179e-06 1.5839770999536926e-06 -4.9713947499244099e-05 -0.00026946452763170067 7.2880762612664323e-05 7.1662918167481404e-06 -7.325734914966525e-06 -3.267229772179111e-05 -2.265431699840704e-05 -8.0688084928757031e-05 1.5893026119876527e-06 3.804389822334997e-06 1.1837711367902371e-07 4.2760616054008971e-05 -3.5270812548026965e-07 1.538268206349385e-06 -8.3205830694112395e-06 2.7011580178668299e-06 -8.3203470478893158e-06 -8.3958398806318916e-06 -7.1896377424372251e-07 5.8590381357879925e-07 -5.362562564587475e-09 0.001525785856345076
leaf_weight=328 73 228 129 297 45 47 166 123 33 26 37 105 57 99 96 25 109 293 108 25 116 114 27 29 44 32 36 32 37 27
leaf_count=328 73 228 129 297 45 47 166 123 33 26 37 105 57 99 96 25 109 293 108 25 116 114 27 29 44 32 36 32 37 27
internal_value=0.000370924 6.85455e-05 0.000218501 0.001367 -0.00285271 -0.000137143 -0.000822099 0.000465568 -0.000231959 -9.05659e-05 -0.000793442 -0.00134792 -0.00103382 -0.000944882 -0.00175194 -0.003392 0.0012708 0.00211144 0.000385852 -0.00054717 0.000804878 -0.00178056 -0.00125397 -0.00298551 -0.00411009 0.00245882 -0.00122034 -0.00301449 -0.00221538 -0.000225806
internal_weight=2943 2615 2497 583 118 1914 894 1020 765 254 599 446 413 370 247 124 650 340 310 201 153 308 251 137 108 329 176 68 64 123
internal_count=2943 2615 2497 583 118 1914 894 1020 765 254 599 446 413 370 247 124 650 340 310 201 153 308 251 137 108 329 176 68 64 123
cat_boundaries=0 18 36 62 64 66 67 68 85 87 88 90 91
cat_threshold=1 1 33554432 0 524320 8256 4194304 8192 0 134217728 8224 256 67108864 268435456 0 0 1073741840 256 147456 268435456 0 2099200 0 0 0 0 0 0 0 0 268435456 0 0 0 128 128 1073741840 2048 0 0 0 1 262144 0 0 0 0 4 8192 1048576 0 4096 0 0 33558528 10240 384 0 0 0 0 16384 67306816 32 1172544 2 12 456 0 0 1048576 0 0 0 0 537001984 2048 0 0 0 0 0 0 0 4096 0 2100 130 67240192 32 4
is_linear=0
shrinkage=0.04


Tree=891
num_leaves=31
num_cat=10
split_feature=7 7 2 12 10 14 6 6 2 3 2 2 6 2 2 17 3 5 2 2 3 2 2 2 2 2 16 2 2 2
split_gain=1.16338 0.370014 0.498718 0.281519 0.632366 0.805024 0.370581 0.358479 0.361633 0.313751 0.380653 0.294709 0.272061 0.339591 0.596328 0.329684 0.547177 0.410489 0.371724 0.393662 0.35975 0.258467 0.219403 0.285548 0.207971 0.197647 0.191165 0.22265 0.311309 0.183206
threshold=0 1 29.500000000000004 2 3 4 5 6 11.500000000000002 2000.5000000000002 11.500000000000002 1.5000000000000002 7 58.500000000000007 11.500000000000002 8 2011.5000000000002 5.5000000000000009 16.500000000000004 10.500000000000002 1998.5000000000002 291.50000000000006 37.500000000000007 103.50000000000001 29.500000000000004 19.500000000000004 9 8.5000000000000018 4.5000000000000009 8.5000000000000018
decision_type=9 9 10 9 9 9 9 9 10 10 10 8 9 10 8 9 8 8 10 10 10 10 8 8 10 10 1 10 8 8
left_child=29 2 -2 4 5 12 9 22 -9 10 -5 -8 15 14 26 17 -17 18 19 -3 -19 -13 -7 -24 -6 -16 27 28 -14 -1
right_child=1 3 -4 6 24 7 11 8 -10 -11 -12 21 13 -15 25 16 -18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.3407070227179817e-06 -1.4164215482260262e-05 -9.240978434119701e-09 2.1879175166054285e-06 3.2550952639138819e-06 0.00050385678529341104 2.0369618014509091e-06 -1.5052467945959518e-06 -5.2244379312721623e-05 -2.422188434149876e-05 -3.9272008111400358e-05 -8.7121809857723168e-05 1.3928206066124741e-06 9.8420920429405504e-06 -1.2140225841578841e-06 1.880607574288154e-06 -1.398145116676924e-05 5.8976309239402935e-06 6.8590576519514254e-06 3.6101830809164059e-07 -1.2745329366382762e-05 -9.0791836684924386e-06 -6.0524930410235947e-06 -1.6346809042241481e-05 5.1884175932555078e-05 2.2930409956139574e-05 4.6751891324241132e-07 -2.0391046714459241e-06 3.1319268780445522e-05 -5.313534901772428e-05 2.9679156759262921e-06
leaf_weight=100 147 30 73 64 79 36 30 51 50 33 56 663 36 134 59 84 243 41 28 26 36 33 25 40 47 190 50 25 37 379
leaf_count=100 147 30 73 64 79 36 30 51 50 33 56 663 36 134 59 84 243 41 28 26 36 33 25 40 47 190 50 25 37 379
internal_value=0.000498975 0.000140008 -0.00138528 0.000296826 -6.77465e-05 -0.000353896 0.000849438 -0.00259155 -0.00425 -0.000902439 1.4778e-10 0.00122659 0.000112622 -0.000509225 7.03519e-05 0.000785571 0.00150296 -0.000674418 -0.00263529 -0.00449123 0.00138462 0.00141176 -0.000678571 -0.00212121 0.00251095 0.001264 -0.00193289 -0.000888889 -0.002 0.00227755
internal_weight=2925 2446 220 2226 1347 1221 879 202 101 153 120 726 1019 531 397 488 327 161 84 56 77 696 101 65 126 249 148 98 73 479
internal_count=2925 2446 220 2226 1347 1221 879 202 101 153 120 726 1019 531 397 488 327 161 84 56 77 696 101 65 126 249 148 98 73 479
cat_boundaries=0 17 35 37 38 39 40 41 42 43 44
cat_threshold=1 268435585 537919488 786436 0 0 0 536879104 0 134217760 8224 0 16 0 0 0 1073745920 268566530 16 8192 2099200 0 64 0 0 33554432 0 0 2097152 0 0 0 32 0 128 16975170 32 272 8320 20 26 452 9 2
is_linear=0
shrinkage=0.04


Tree=892
num_leaves=31
num_cat=7
split_feature=7 8 7 8 4 5 0 1 5 3 7 2 0 0 1 2 13 2 4 5 4 2 2 2 2 2 2 2 13 2
split_gain=1.24517 0.935788 0.572942 0.462046 0.447982 0.443923 0.305541 0.319271 0.277636 0.26715 0.264596 0.248909 0.21403 0.211205 0.197923 0.19708 0.231015 1.43853 0.249198 0.270714 0.192352 0.186079 0.613828 0.345833 0.396688 0.447138 0.174178 0.159144 0.153482 0.290446
threshold=0 1 2 3 14469800500.000002 1.5000000000000002 42.250000000000007 3.5000000000000004 2.5000000000000004 1997.5000000000002 4 5.5000000000000009 35.850000000000009 31.500000000000004 5.5000000000000009 3.5000000000000004 5 16.500000000000004 199.50000000000003 1.0000000180025095e-35 1972110000.0000002 106.50000000000001 59.500000000000007 30.500000000000004 13.500000000000002 6.5000000000000009 1.5000000000000002 21.500000000000004 6 111.00000000000001
decision_type=9 9 9 9 8 8 8 10 10 10 9 8 10 10 10 8 9 8 8 10 10 10 10 10 10 10 10 10 9 8
left_child=10 5 4 -4 -3 -2 8 -8 15 14 11 13 -6 -1 20 26 17 -17 -18 -20 -9 22 23 24 25 -7 -5 -26 29 -13
right_child=1 2 3 6 12 21 7 9 -10 -11 -12 28 -14 -15 -16 16 18 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=3.4016362732563295e-06 -1.2850020112070487e-05 -9.486160809232248e-05 5.3929294145282697e-06 4.9573603467832608e-06 -8.9642604399194569e-06 -2.873076856714773e-06 -5.4315083285853844e-05 2.6471138191705113e-05 -3.6031418255430471e-06 -4.7943630477955305e-06 7.2163934771330172e-06 8.6714113698436681e-07 6.1168765193722717e-06 -0.00020886292869122251 -1.6524323725171635e-05 -2.3329200000432593e-05 -2.820042212157337e-07 9.1116839832570014e-07 7.8441334420623175e-07 1.5078310836514807e-05 -2.3556275057220957e-05 3.3458549706684483e-06 -1.0228682162630885e-05 2.9476786340095896e-06 -1.5625923868852098e-05 6.1601706406937066e-06 -3.5024802041434833e-06 -4.3226733543278058e-06 1.9089982739939574e-06 -1.2962708668255462e-05
leaf_weight=30 45 25 164 43 38 31 32 86 27 31 152 145 58 26 31 28 31 88 899 79 28 32 33 34 31 51 73 27 451 37
leaf_count=30 45 25 164 43 38 31 32 86 27 31 152 145 58 26 31 28 31 88 899 79 28 32 33 34 31 51 73 27 451 37
internal_value=0.000645653 0.000107004 0.000453725 0.000654149 -0.00209091 -0.00197966 0.000419637 -0.000995215 0.000655634 -0.000316384 0.00192958 0.00153714 -0.000989691 -0.000982456 0.000410959 0.000743961 0.000905862 -0.000755905 0.00109412 0.00121757 0.00118261 -0.00135 -0.00178846 -0.000822857 -0.00170213 9.63857e-05 -0.000820513 -0.00420339 0.00178549 0.000663213
internal_weight=2886 2045 1761 1640 121 284 1476 208 1268 176 841 689 96 56 145 1241 1125 116 1009 978 114 239 207 174 140 82 116 58 633 182
internal_count=2886 2045 1761 1640 121 284 1476 208 1268 176 841 689 96 56 145 1241 1125 116 1009 978 114 239 207 174 140 82 116 58 633 182
cat_boundaries=0 18 48 60 80 97 98 99
cat_threshold=1 129 1611661312 4 2 134217728 37879808 268443648 2048 0 32 0 0 268435456 0 0 1073745936 32768 1073741824 4 0 0 0 0 262144 0 0 0 0 0 2048 0 268435456 0 0 0 4096 0 0 0 4194304 8 0 16384 0 0 0 4096 131072 268435456 0 2097152 0 0 0 0 33554432 0 8192 128 16 0 0 0 2147483648 0 0 2147483648 0 0 0 2052 8192 0 0 0 0 0 0 2048 1 128 1048576 4 2 0 131072 268435456 2048 0 32 0 0 0 0 0 4112 8 4
is_linear=0
shrinkage=0.04


Tree=893
num_leaves=31
num_cat=13
split_feature=8 9 12 8 4 11 12 2 2 6 2 0 3 3 0 12 12 2 12 12 7 4 2 5 2 2 2 0 11 2
split_gain=1.15815 0.776659 0.718918 0.520819 0.444613 0.42842 0.402757 0.397866 0.328606 0.446496 0.561954 0.437405 0.322025 0.44607 0.477728 0.319638 0.318687 0.633861 0.318392 0.303387 0.300648 0.310999 0.292998 0.286188 0.318027 0.282822 0.274667 0.25519 0.25491 0.346462
threshold=0 1 2 3 120418.00000000001 4 5 78.500000000000014 81.500000000000014 6 18.500000000000004 29.500000000000004 2012.5000000000002 1995.5000000000002 47.250000000000007 7 8 20.500000000000004 9 10 11 16000.000000000002 5.5000000000000009 9.0000000000000018 8.5000000000000018 6.5000000000000009 10.500000000000002 31.500000000000004 12 14.500000000000002
decision_type=9 9 9 9 10 9 9 8 8 9 10 10 10 10 8 9 9 10 9 9 9 10 8 8 10 10 10 10 9 10
left_child=6 3 22 7 12 15 28 26 9 10 -7 -10 13 14 18 -5 17 -11 23 -13 27 -22 -3 24 -4 -17 -2 -8 -1 -30
right_child=1 2 4 5 -6 8 20 -9 11 16 -12 19 -14 -15 -16 25 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.2540841159768193e-06 7.4740431333280582e-07 -2.0021212929854644e-06 0.00019787806880658371 -2.7619790860308913e-07 -8.8293262091842535e-05 1.4677217869917999e-05 -3.2542363116365717e-06 3.0100393214556408e-05 -2.10056824759071e-05 -2.2143673779695059e-06 -8.1435188202881294e-05 1.2271619283496311e-05 0.0023977058536240547 -0.00010750110155612924 -8.3242162625939299e-05 -5.4177632478058515e-07 2.4163500336887006e-06 6.4216571291964673e-06 -3.5139348303273989e-05 -1.7817339559698904e-05 2.2171221692000863e-06 -3.4526832266221558e-06 2.427339171176943e-06 1.4805058315235978e-05 -2.6217297437706697e-05 5.0823923809156732e-07 -8.2624913257798284e-06 1.8102508060931136e-06 -3.6162282861398918e-06 1.7207680306231462e-06
leaf_weight=258 27 27 25 213 28 84 58 32 26 163 28 103 25 43 25 37 431 98 131 137 255 32 193 54 50 156 55 53 50 68
leaf_count=258 27 27 25 213 28 84 58 32 26 163 28 103 25 43 25 37 431 98 131 137 255 32 193 54 50 156 55 53 50 68
internal_value=0.000384356 -8.90098e-05 -0.00130065 0.000374766 -0.00233673 0.000581036 0.00170191 -0.002112 0.000999075 0.00141118 -0.000910569 -0.000209738 -0.002 -0.00233435 -0.00174825 -0.000517985 0.00177525 0.000602941 -0.00122605 0.00033195 0.000762836 0.00143624 0.000519481 0.000257143 -0.00131579 0.000647059 -0.00375904 -0.00095082 0.00264599 0.000868217
internal_weight=2965 2191 601 1590 381 1476 774 114 1070 804 112 266 353 328 285 406 692 261 260 240 398 287 220 129 75 193 82 111 376 118
internal_count=2965 2191 601 1590 381 1476 774 114 1070 804 112 266 353 328 285 406 692 261 260 240 398 287 220 129 75 193 82 111 376 118
cat_boundaries=0 24 26 28 58 60 61 62 64 66 67 69 81 84
cat_threshold=16 0 0 0 0 1 0 2147483648 0 0 0 131332 2048 512 268435456 4096 0 0 4096 10240 384 0 4194304 8 1073741825 18436 16918848 34 0 4 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 16384 0 0 0 4096 32 65536 85018626 80 17967168 32 33026 2 68157442 16850946 32 0 0 0 0 2 0 0 131072 65536 0 32 128 36 0 524288
is_linear=0
shrinkage=0.04


Tree=894
num_leaves=31
num_cat=10
split_feature=7 6 7 2 5 0 0 12 2 2 2 4 12 12 0 0 2 2 13 4 4 1 2 6 0 6 0 12 2 2
split_gain=1.00099 0.973324 0.614939 0.420504 0.367152 0.498011 1.04464 0.514491 0.413707 0.934221 0.349808 0.539671 0.511451 0.332442 0.436524 0.318855 0.288277 0.282644 0.308849 0.241329 0.666772 0.240674 0.355087 0.233702 0.228172 0.217971 0.306174 0.275927 0.354487 0.217378
threshold=0 1 2 11.500000000000002 1.5000000000000002 22.750000000000004 18.500000000000004 3 43.500000000000007 84.500000000000014 69.500000000000014 2025703500.0000002 4 5 18.500000000000004 42.710000000000008 20.500000000000004 2.5000000000000004 6 3500075000.0000005 353375000.00000006 3.5000000000000004 151.50000000000003 7 39.07500000000001 8 40.675000000000004 9 16.500000000000004 48.500000000000007
decision_type=9 9 9 8 8 10 8 9 10 10 8 10 9 9 10 10 8 8 9 8 10 10 8 9 10 9 10 9 10 8
left_child=1 3 13 -1 15 6 7 8 -6 -10 19 12 21 -2 -15 29 -8 -9 -19 20 -7 -12 -23 -14 -3 -21 27 28 -27 -4
right_child=2 24 4 -5 5 10 16 17 9 -11 11 -13 23 14 -16 -17 -18 18 -20 25 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.117238362733077e-07 5.7493066433926394e-06 -3.3401310944396037e-06 9.6911003004159941e-07 -2.3645436188174157e-05 1.2950670678636441e-07 6.4106716118368151e-06 -4.6419529383885711e-05 -5.2010527177515083e-07 -2.3927990436321913e-06 6.8552629942590102e-07 -0.0010294675765616312 -0.00016145427921643069 9.5792035478873919e-07 -5.6638069144239794e-07 9.9080666013356177e-07 -0.00017334415317283363 -1.5674343614619138e-07 1.0083678827653629e-07 8.1150262749146872e-07 4.7465384604728023e-06 -2.3096705725408424e-05 -8.7761266218639038e-06 1.312312320980223e-05 2.7811528840761454e-05 0.00040385817091169408 -2.9686400586695013e-06 3.2362764245173262e-05 2.8277556117318224e-06 3.6333975984449479e-06 -6.6922896705968434e-06
leaf_weight=32 246 55 135 80 133 104 25 33 52 27 31 37 145 32 213 31 40 103 128 496 29 29 47 144 56 94 46 217 53 25
leaf_count=32 246 55 135 80 133 104 25 33 52 27 31 37 145 32 213 31 40 103 128 496 29 29 47 144 56 94 46 217 53 25
internal_value=0.000517986 -0.002 0.000731707 -0.0044878 0.000440632 0.000601788 -0.000435424 0.000218029 -0.00121973 -0.00355 0.000983028 2.76499e-05 0.000463476 0.002 0.000859375 -0.00122917 -0.00515151 0.00136727 0.00191379 0.00138077 -0.000208955 -0.00179661 -0.000727273 0.00132 0.000688525 0.00161411 0.000855107 0.000482192 -0.000835443 -0.000496894
internal_weight=2918 223 2695 112 2204 2013 541 476 212 79 1472 433 396 491 245 191 65 264 231 1039 133 107 76 289 111 906 410 364 147 160
internal_count=2918 223 2695 112 2204 2013 541 476 212 79 1472 433 396 491 245 191 65 264 231 1039 133 107 76 289 111 906 410 364 147 160
cat_boundaries=0 17 18 35 37 38 39 40 41 42 43
cat_threshold=131072 16 270336 2099200 0 134217792 0 0 0 0 8192 2097280 0 0 0 32 128 450 3 1 1140850688 4 0 0 0 536879104 2048 8192 32800 256 16 268435456 0 0 4096 17989920 32 1133824 17942848 12 450 204 17891330
is_linear=0
shrinkage=0.04


Tree=895
num_leaves=31
num_cat=12
split_feature=7 8 2 0 7 12 9 2 8 5 12 8 12 2 2 1 12 2 2 11 0 13 4 0 2 0 2 2 2 2
split_gain=1.30032 0.795269 0.802259 0.711279 0.535906 0.436768 0.40616 0.583739 0.539932 0.465148 0.445281 0.395519 0.520655 0.362473 0.35034 0.32552 0.320517 0.352327 0.319251 0.308492 0.294841 0.307957 0.234294 0.310889 0.354761 0.22833 0.23763 0.228071 0.227591 0.371
threshold=0 1 6.5000000000000009 39.07500000000001 2 3 4 47.500000000000007 5 5.5000000000000009 6 7 8 47.500000000000007 29.500000000000004 1.5000000000000002 9 44.500000000000007 44.500000000000007 10 35.850000000000009 11 45.000000000000007 40.250000000000007 1.5000000000000002 40.250000000000007 17.500000000000004 24.500000000000004 29.500000000000004 23.500000000000004
decision_type=9 9 10 10 9 9 9 10 9 8 9 9 9 10 8 10 9 10 10 9 10 9 10 10 10 10 8 8 10 8
left_child=11 2 -2 -4 5 14 8 9 -6 -8 15 12 -1 19 -3 -10 17 -13 -16 -12 -11 -22 23 24 -17 26 -23 -21 29 -7
right_child=1 4 3 -5 6 28 7 -9 10 20 13 16 -14 -15 18 22 -18 -19 -20 27 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0335282006681948e-06 -9.364612221384983e-05 -4.6901360006076698e-05 -1.1146130868658122e-06 8.4999692236475082e-05 2.1443781346552849e-05 9.5592221433351704e-07 -1.4365218862816791e-05 -6.5743561037623975e-05 0.002108622021288223 7.9235004238693573e-06 6.8830845578380933e-08 1.0508724922540672e-06 1.3317478586728182e-06 1.9382270036902371e-06 2.4640219525564689e-06 -3.7875643842714961e-05 3.584848492027726e-06 -1.9414361239338373e-06 -1.5991027526141324e-07 0.00011125215020161593 1.3883079360261442e-05 -0.00011204321698007133 -4.4873270287772294e-06 2.3294005933633221e-05 -1.0312761512885069e-07 2.0542633580861696e-05 -1.6122569607729381e-05 5.2803138153416934e-07 6.2883418659400644e-06 -1.3080052114133038e-05
leaf_weight=101 35 36 53 38 107 43 83 69 44 38 313 72 140 115 42 26 501 33 30 73 111 49 72 70 454 45 56 59 35 27
leaf_count=101 35 36 53 38 107 43 83 69 44 38 313 72 140 115 42 26 501 33 30 73 111 49 72 70 454 45 56 59 35 27
internal_value=0.000444295 -8.80973e-05 -0.0030365 -0.00126087 0.000113546 -0.00173214 0.000343176 -0.000683983 0.000693453 -8.35508e-05 0.000439774 0.00175758 0.000333333 0.00126095 -0.00342857 -0.00025997 0.00230794 0.000172414 -0.00208219 0.000762332 0.000653333 0.000167939 -0.000500802 -0.000217786 -0.00058212 -0.000993789 -0.00207547 0.00229371 0.000172414 -0.00112676
internal_weight=2970 2123 126 91 1997 213 1784 451 1333 382 1226 847 241 560 108 666 606 105 72 445 299 261 622 550 480 150 105 132 105 70
internal_count=2970 2123 126 91 1997 213 1784 451 1333 382 1226 847 241 560 108 666 606 105 72 445 299 261 622 550 480 150 105 132 105 70
cat_boundaries=0 17 44 62 64 66 95 97 120 122 124 125 126
cat_threshold=1 129 1140850688 0 524322 8258 131072 4194304 2048 9232 32800 256 16 268435456 0 0 1073741840 1073741824 0 4 0 1073741824 0 0 0 1 0 0 0 0 0 0 0 0 0 0 8192 2147483648 0 4194304 0 0 0 64 268435456 16 0 2097156 0 134217728 0 268435456 0 0 8192 128 0 0 0 0 0 128 73794 32 1073741825 6164 0 8 0 0 2147483648 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 524288 16916802 34 0 8 0 0 0 0 0 0 0 0 0 2048 0 0 0 4096 0 0 33554432 0 0 0 16777216 1073216 32 164864 2 16420 2
is_linear=0
shrinkage=0.04


Tree=896
num_leaves=31
num_cat=11
split_feature=7 7 4 12 9 2 9 11 2 15 0 6 7 2 12 0 2 0 0 1 2 2 2 4 2 6 2 2 2 0
split_gain=1.5969 0.772892 0.465212 0.38417 0.518125 0.392213 0.362711 0.340152 0.626831 0.472151 0.687077 0.451785 0.406476 0.392906 0.38668 0.436065 0.68057 0.321734 0.277773 0.272733 0.245129 0.244316 0.23871 0.233706 0.231163 0.226673 0.261655 0.810315 0.359519 0.225731
threshold=0 1 642496500.00000012 2 3 122.50000000000001 4 5 25.500000000000004 6 35.250000000000007 7 8 63.500000000000007 9 35.600000000000009 29.500000000000004 18.500000000000004 39.07500000000001 5.5000000000000009 403.00000000000006 3.5000000000000004 44.500000000000007 55.000000000000007 37.500000000000007 10 17.500000000000004 11.500000000000002 34.500000000000007 40.250000000000007
decision_type=9 9 8 9 9 8 9 9 8 9 10 9 9 10 9 8 10 10 10 8 10 10 8 10 10 9 8 10 10 8
left_child=-1 2 -2 5 -5 6 -3 8 -6 12 21 19 24 -10 15 16 -14 -16 -8 22 29 -11 23 -12 -9 -17 27 -27 -28 -7
right_child=1 3 -4 4 7 20 18 9 13 10 11 -13 14 -15 17 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=3.5694300164373385e-06 -7.1474972615501173e-05 1.8003127097290493e-06 -6.2135208416142907e-06 4.9299054530827689e-06 -5.773840024814041e-06 -2.6145603907111047e-05 5.2541868428566797e-06 1.0842616807043374e-06 1.2478192111017388e-05 -3.9116268803305348e-07 -1.3970772004819979e-05 -2.7014971721818701e-05 -1.3843094873955042e-05 -1.0617348831371378e-05 -2.9842662765099622e-07 4.2334876723307447e-06 1.2059259643166117e-06 8.4542875824010936e-06 -3.6378149566375137e-05 2.5845993466500892e-05 4.6027620144103053e-05 -7.2460203600025495e-06 -1.4569429070794588e-06 6.9875933450326032e-05 1.1659639754960083e-07 -3.9215187139145674e-07 0.00010494099117180352 -2.7605182482810808e-05 -4.9658226081303861e-07 4.155994042144203e-06
leaf_weight=346 34 522 221 165 53 73 29 95 26 29 56 136 39 29 58 130 42 108 80 127 26 116 47 41 84 75 32 25 42 28
leaf_count=346 34 522 221 165 53 73 29 95 26 29 56 136 39 29 58 130 42 108 80 127 26 116 47 41 84 75 32 25 42 28
internal_value=0.000362264 1.24081e-05 -0.00203007 0.000246128 -0.000114942 0.000977893 0.00139873 -0.000371163 -0.00242017 -0.000179428 -0.00105151 -0.00022549 0.00048583 0.000357143 -6.40568e-05 -0.000757576 -0.00336585 0.00149153 -0.0007 0.000723404 -0.00103125 -0.00342466 -0.000441379 0.000693878 0.00208421 -7.86884e-05 -0.000994594 -0.00237624 0.000746667 -0.00192157
internal_weight=2914 2568 255 2313 1555 758 631 1390 108 1282 552 407 730 55 551 385 81 166 109 271 127 145 144 97 179 304 174 100 74 101
internal_count=2914 2568 255 2313 1555 758 631 1390 108 1282 552 407 730 55 551 385 81 166 109 271 127 145 144 97 179 304 174 100 74 101
cat_boundaries=0 18 36 37 39 41 43 44 45 54 56 57
cat_threshold=0 145 0 0 2 8194 33554432 268443648 0 8192 32800 0 268435600 268435456 0 0 1073741824 256 268435458 268435456 536870912 2099712 0 134217728 0 0 0 32 8192 128 0 0 0 0 128 128 84027488 1073742081 4 0 22560 32768 1536 77594624 400 0 0 0 0 0 0 0 131072 33622016 99330 2 322
is_linear=0
shrinkage=0.04


Tree=897
num_leaves=31
num_cat=10
split_feature=7 12 10 8 3 6 5 3 2 2 5 7 4 3 2 12 2 12 4 2 2 2 2 4 2 2 3 12 6 2
split_gain=1.30447 1.04161 0.710992 0.650016 0.675318 0.618392 0.533165 0.616461 0.719688 0.801175 0.502167 0.338531 0.309628 0.473077 0.613796 0.276525 0.301389 0.27449 0.263639 0.262771 0.254772 0.240913 0.419516 0.22641 0.206732 0.325853 0.172377 0.164362 0.277149 0.317483
threshold=0 1 2 3 2005.5000000000002 4 2.5000000000000004 1975.5000000000002 100.50000000000001 15.500000000000002 1.5000000000000002 5 67750710000.000008 1976.5000000000002 4.5000000000000009 6 9.5000000000000018 7 581475000.00000012 25.500000000000004 19.500000000000004 21.500000000000004 29.500000000000004 45.000000000000007 11.500000000000002 14.500000000000002 2019.5000000000002 8 9 70.500000000000014
decision_type=9 9 9 9 8 9 8 10 8 10 8 9 8 10 10 9 10 9 10 10 10 8 10 10 8 10 10 9 9 10
left_child=3 5 12 4 -1 10 -7 8 9 -8 -2 -4 -3 14 -14 16 -6 21 23 -17 -18 -5 -23 26 -12 -26 27 -13 -29 -30
right_child=1 2 11 17 15 6 7 -9 -10 -11 24 18 13 -15 -16 19 20 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.2762707346803042e-05 -1.8837363827178179e-05 2.139655407186739e-05 4.3957419754685333e-06 9.4646391898789203e-07 6.2663125451361755e-06 2.2281132573050881e-05 -5.2275700773297765e-06 -5.048853849709859e-07 -1.1631912257193361e-05 -4.078481554891133e-05 1.6675981814735732e-05 -2.4248431127300642e-06 -2.6551304085955435e-05 1.2104633644717338e-05 -0.00039133862492928386 3.469319202450862e-07 -1.7836571293899674e-06 4.2562445321091793e-06 -2.0985485772123132e-05 6.1692799938839468e-07 1.0973321497730156e-07 -3.9335345000805785e-05 1.8637572548791984e-06 1.0108594672449549e-05 -1.7954381591014579e-05 2.5513702418164558e-07 1.7916894056107515e-05 3.0464804213157425e-06 3.9997251501332959e-06 -2.7378190382267813e-05
leaf_weight=30 30 46 106 134 45 38 29 51 42 49 78 189 36 27 33 108 30 423 52 171 239 37 96 124 28 129 42 259 194 29
leaf_count=30 30 46 106 134 45 38 29 51 42 49 78 189 36 27 33 108 30 423 52 171 239 37 96 124 28 129 42 259 194 29
internal_value=0.000620855 -0.000145499 0.000512195 0.00154985 0.000586751 -0.00169897 -0.00329091 -0.00439535 -0.00595041 -0.00820253 -0.000362319 0.000894632 -0.00203922 -0.00346392 -0.0052 0.000895623 4.92309e-05 0.00239658 0.000617778 0.00177931 -0.000459259 0.0012518 8.95524e-05 0.000797136 0.000254237 -0.000582278 0.000521009 0.000363095 0.00074645 -0.000290598
internal_weight=2924 1611 1137 1313 623 474 209 171 120 78 265 995 142 96 69 593 314 690 889 279 269 267 133 837 235 157 713 671 482 223
internal_count=2924 1611 1137 1313 623 474 209 171 120 78 265 995 142 96 69 593 314 690 889 279 269 267 133 837 235 157 713 671 482 223
cat_boundaries=0 18 19 20 46 47 59 61 63 64 65
cat_threshold=0 145 536870912 2052 524322 64 131072 272769024 33622016 134217728 32800 320 16 268435456 0 0 1073745920 256 84083008 17 0 12 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 33558528 0 128 0 16777216 0 0 16384 326 1 0 68157440 0 0 0 0 0 0 0 0 128 67249504 32 1229856 32 57344 332
is_linear=0
shrinkage=0.04


Tree=898
num_leaves=31
num_cat=10
split_feature=7 8 9 12 6 0 0 12 12 3 3 0 12 3 0 0 0 0 0 6 0 1 1 3 0 1 3 0 13 3
split_gain=1.2309 0.862064 0.729096 0.751069 0.710715 1.04963 0.707277 0.633158 0.424435 0.403354 0.324687 0.305563 0.301495 0.279578 0.213636 0.249628 0.210891 0.202556 0.189504 0.179408 0.372953 0.173058 0.160587 0.156844 0.145773 0.111081 0.110229 0.106179 0.134119 0.11674
threshold=0 1 2 3 4 42.250000000000007 44.07500000000001 5 6 2017.5000000000002 1998.5000000000002 40.250000000000007 7 2004.5000000000002 36.900000000000006 18.500000000000004 35.600000000000009 22.250000000000004 40.250000000000007 8 32.500000000000007 5.5000000000000009 1.5000000000000002 1980.5000000000002 45.425000000000004 5.5000000000000009 1975.5000000000002 43.675000000000004 9 2005.5000000000002
decision_type=9 9 9 9 9 10 8 9 9 8 8 10 9 8 10 10 10 10 10 9 8 8 10 10 10 8 10 10 9 10
left_child=8 7 9 11 5 12 10 17 23 -3 -6 16 -5 -9 15 -12 -4 -2 19 -11 -21 26 -15 -1 -7 -19 -14 28 -24 -30
right_child=1 2 3 4 6 24 -8 13 -10 18 14 -13 21 22 -16 -17 -18 25 -20 20 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.6518878356826199e-06 -2.9456177098419794e-07 -5.4746397636166429e-06 -8.4695582816360692e-07 0.0004076558060937789 1.9247443021623372e-06 -3.1604734572991455e-05 2.3339705077902596e-05 -9.1309026012556461e-06 2.4967237234091228e-06 1.1482102739314891e-06 -4.6839649141134844e-07 -5.9061793416946566e-06 -5.2330456580038184e-06 3.9324429251429559e-05 -1.6697925622013962e-05 -7.3438076509462418e-05 1.4785317390323543e-05 2.4456668010138857e-06 1.2736690910572948e-05 7.090534846360823e-06 -3.0314858582284848e-07 0.0053726638918144198 1.9582805320474021e-06 3.6044757494840852e-06 -2.787856814389563e-06 -2.1501620730079546e-06 0.00010440556170480355 2.1650887457895268e-05 5.9225087937875283e-07 1.5205146390934388e-05
leaf_weight=79 205 76 79 112 25 38 49 26 471 120 26 35 64 49 221 70 175 89 66 35 165 26 141 27 25 42 35 58 294 30
leaf_count=79 205 76 79 112 25 38 49 26 471 120 26 35 64 49 221 70 175 89 66 35 165 26 141 27 25 42 35 58 294 30
internal_value=0.000586324 0.000177629 -0.000434962 -0.00104944 -0.00176068 -0.000257235 -0.00287562 0.00111746 0.00222449 0.000862579 -0.00359184 0.000653333 0.000957983 0.00189163 -0.00393711 -0.00552577 0.00116078 -0.000276657 0.00140568 0.000996885 0.000189574 -0.000441176 0.0021082 -0.000136752 -0.0048125 0.000939394 -0.00124 0.00231298 0.002103 0.0014806
internal_weight=2953 2376 1442 980 691 300 391 934 577 462 342 289 237 598 317 96 254 336 386 320 200 125 572 106 63 131 99 523 465 324
internal_count=2953 2376 1442 980 691 300 391 934 577 462 342 289 237 598 317 96 254 336 386 320 200 125 572 106 63 131 99 523 465 324
cat_boundaries=0 18 42 44 46 47 49 50 51 52 53
cat_threshold=3 1 637534208 516 524290 0 0 8192 33556480 134217744 32800 256 16 0 67108864 0 1073741840 256 1342177296 2056 0 134217728 0 0 0 0 0 0 0 131076 8192 512 0 0 0 0 33558528 8192 128 0 20971520 8 1073741824 20484 17842464 34 194 16925728 32 67159040 66 14 4
is_linear=0
shrinkage=0.04


Tree=899
num_leaves=31
num_cat=10
split_feature=8 4 2 2 9 12 12 1 6 12 2 2 6 2 8 3 2 3 3 2 12 9 3 2 1 2 2 2 2 2
split_gain=1.12051 0.499945 0.533049 0.465355 0.587893 0.530904 0.498927 0.445548 0.430918 0.428769 0.403038 0.501302 0.30307 0.39983 0.339266 0.400295 0.298565 0.444957 0.370248 0.272565 0.266292 0.27419 0.451423 0.534398 0.309844 0.262758 0.248174 0.24015 0.239403 0.212752
threshold=0 12000.000000000002 321.00000000000006 111.00000000000001 1 2 3 4.5000000000000009 4 5 352.00000000000006 136.50000000000003 6 22.500000000000004 7 2005.5000000000002 70.500000000000014 2002.5000000000002 2020.5000000000002 22.500000000000004 8 9 2012.5000000000002 12.500000000000002 5.5000000000000009 8.5000000000000018 24.500000000000004 13.500000000000002 10.500000000000002 20.500000000000004
decision_type=9 10 8 8 9 9 9 10 9 9 10 10 9 10 9 8 10 8 8 10 9 9 8 8 8 10 10 10 10 8
left_child=20 3 7 4 6 -5 16 -3 -7 19 11 -10 13 25 -14 -16 17 -2 26 28 21 22 -1 -24 29 -8 -19 -20 -6 -25
right_child=1 2 -4 5 9 8 12 -9 10 -11 -12 -13 14 -15 15 -17 -18 18 27 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=2.9366833249170464e-05 1.4123676865380288e-05 -3.9609905963316316e-05 3.3349961646812905e-06 7.5274788012899394e-06 9.8033874415552526e-06 -4.6073420011654842e-08 -2.3414372738900514e-06 -2.365023010987388e-05 -2.5672047896684798e-05 4.150432185965141e-06 -7.5180805075942457e-05 3.6288078630751367e-05 8.213061037892061e-08 -5.1381762823484692e-05 -1.0003177415932611e-05 4.3905460333109443e-06 -5.7199153374747257e-06 -1.7976850213396304e-05 -2.5084084872377401e-06 2.4703134616858077e-06 3.7126884762658753e-06 1.7579057328744236e-05 3.8868570209467359e-06 -1.1342911290750751e-06 -8.3416000322931435e-05 0.00010668453410984866 -5.0657403524364679e-05 3.4074733184711991e-07 -3.1478417078009729e-05 7.4483651678416569e-07
leaf_weight=42 49 33 60 109 32 131 33 43 62 399 34 25 335 37 32 314 52 59 180 40 242 137 31 25 29 37 37 194 32 67
leaf_count=42 49 33 60 109 32 131 33 43 62 399 34 25 335 37 32 314 52 59 180 40 242 137 31 25 29 37 37 194 32 67
internal_value=0.00057552 0.000183966 -0.00216058 0.000329137 0.000584004 -0.000983425 0.000143066 -0.00436364 -0.00194677 0.00173541 -0.00360606 -0.00240909 0.000790989 -0.00111864 0.00110405 0.00197199 -0.000749141 -0.000469231 -0.000849257 -0.000556522 0.00214384 0.00129825 0.000273171 -0.000732026 -0.00193443 0.00056338 -0.00305155 -0.000277333 -0.00221538 -0.000774193
internal_weight=2932 2359 136 2223 1862 361 1359 76 252 503 121 87 788 107 681 346 571 519 470 104 573 331 194 152 121 70 96 374 64 92
internal_count=2932 2359 136 2223 1862 361 1359 76 252 503 121 87 788 107 681 346 571 519 470 104 573 331 194 152 121 70 96 374 64 92
cat_boundaries=0 26 28 30 31 32 34 35 61 63 65
cat_threshold=1342177296 4 0 0 8192 0 0 2147483648 0 0 0 2052 8192 1050112 0 0 0 0 0 0 128 0 4194304 8 0 32768 262144 18592 16777474 2 84050178 140 66592 2 208 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216 0 0 16384 148834 32 0 2052
is_linear=0
shrinkage=0.04


end of trees

feature_importances:
employees=7735
weekly_hours_final=3610
sigungu=2565
founded=2360
industry=1762
revenue=1563
job_category=1441
work_days=1316
ksco_code=1026
career=1026
hire_count=722
employ_type=575
severance=346
기업규모구간=295
work_form=240
is_fulltime=133
insurance=125
기업형태=89
education=71

parameters:
[boosting: gbdt]
[objective: quantile]
[metric: quantile]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 900]
[learning_rate: 0.04]
[num_leaves: 31]
[num_threads: 8]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 25]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 1]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: 6,7,8,9,10,11,12,13,14,15,16,17,18]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.1]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_device_id_list: ]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[["1.0", "2.0", "3.0", "4.0", "5.0", "6.0", "7.0", "8.0", "9.0"], ["-", "1\ucc28 \uae08\uc18d\uc81c\ud488 \ub3c4\ub9e4\uc5c5", "AS\u00b7\uce74\uc13c\ud130\u00b7\uc8fc\uc720", "IT\ucee8\uc124\ud305", "\uac00\uacf5 \ubc0f \uc815\uc81c\uc5fc \uc81c\uc870\uc5c5", "\uac00\uad6c\u00b7\ubaa9\uc7ac\u00b7\uc81c\uc9c0", "\uac00\uae08\ub958 \uac00\uacf5 \ubc0f \uc800\uc7a5 \ucc98\ub9ac\uc5c5", "\uac00\uc804\uc81c\ud488 \ubc0f \ubd80\ud488 \ub3c4\ub9e4\uc5c5", "\uac00\uc815\uc6a9 \uac00\uc2a4\uc5f0\ub8cc \uc18c\ub9e4\uc5c5", "\uac00\uc815\uc6a9 \uc138\ud0c1\uc5c5", "\uac00\uc8fd\u00b7\uac00\ubc29\u00b7\uc2e0\ubc1c", "\uac04\uc774\uc74c\uc2dd \ud3ec\uc7a5 \ud310\ub9e4 \uc804\ubb38\uc810", "\uac04\ud310 \ubc0f \uad11\uace0\ubb3c \uc81c\uc870\uc5c5", "\uac15\uad00 \uac00\uacf5\ud488 \ubc0f \uad00 \uc5f0\uacb0\uad6c\ub958 \uc81c\uc870\uc5c5", "\uac15\uad00 \uc81c\uc870\uc5c5", "\uac15\uc120 \uac74\uc870\uc5c5", "\uac15\uc8fc\ubb3c \uc8fc\uc870\uc5c5", "\uac1c\uc778 \uac04\ubcd1 \ubc0f \uc720\uc0ac \uc11c\ube44\uc2a4\uc5c5", "\uac1c\uc778\uc11c\ube44\uc2a4", "\uac74\uac15\ubcf4\ud5d8\uc5c5", "\uac74\ubb3c \ubc0f \uad6c\ucd95\ubb3c \ud574\uccb4 \uacf5\uc0ac\uc5c5", "\uac74\ubb3c \ubc0f \ud1a0\ubaa9 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc11c\ube44\uc2a4\uc5c5", "\uac74\ubb3c\uc6a9 \uae30\uacc4 \ubc0f \uc7a5\ube44 \uc124\uce58 \uacf5\uc0ac\uc5c5", "\uac74\uc124 \ubc0f \uc6b4\uc1a1 \ud589\uc815", "\uac74\uc124 \ubc0f \ucc44\uad11\uc6a9 \uae30\uacc4\uc7a5\ube44 \uc81c\uc870\uc5c5", "\uac74\uc124 \ubc0f \ud1a0\ubaa9\uacf5\uc0ac\uc6a9 \uae30\uacc4\u2024\uc7a5\ube44 \uc784\ub300\uc5c5", "\uac74\uc124 \ud3d0\uae30\ubb3c \uc218\uc9d1, \uc6b4\ubc18\uc5c5", "\uac74\uc124 \ud3d0\uae30\ubb3c \ucc98\ub9ac\uc5c5", "\uac74\uc124\u00b7\uac74\ucd95\u00b7\ud1a0\ubaa9\u00b7\uc2dc\uacf5", "\uac74\uc124\u00b7\uac74\ucd95\u00b7\ud1a0\ubaa9\u00b7\uc870\uacbd", "\uac74\uc124\u00b7\uc2dc\uacf5\u00b7\ud1a0\ubaa9\u00b7\uc870\uacbd", "\uac74\uc124\u318d\uad11\uc5c5\uc6a9 \uae30\uacc4 \ubc0f \uc7a5\ube44 \ub3c4\ub9e4\uc5c5", "\uac74\uc124\uc5c5\ubcf8\uc0ac", "\uac74\uc124\uc6a9 \uc11d\uc81c\ud488 \uc81c\uc870\uc5c5", "\uac74\uc124\uc7a5\ube44 \uc6b4\uc601\uc5c5", "\uac74\ucd95\u00b7\uc124\ube44\u00b7\ud658\uacbd", "\uac74\ucd95\ubb3c \uc77c\ubc18 \uccad\uc18c\uc5c5", "\uac74\ucd95\uc124\uacc4 \ubc0f \uad00\ub828 \uc11c\ube44\uc2a4\uc5c5", "\uac8c\uc784\u00b7\uc560\ub2c8\uba54\uc774\uc158", "\uacbd\ube44 \ubc0f \uacbd\ud638 \uc11c\ube44\uc2a4\uc5c5", "\uacbd\uc601 \ucee8\uc124\ud305\uc5c5", "\uace0\uace0\uc720\uc0b0 \uc870\uc0ac\uc5f0\uad6c \uc11c\ube44\uc2a4\uc5c5", "\uace0\ubb34 \uc758\ub958 \ubc0f \uae30\ud0c0 \uc704\uc0dd\uc6a9 \ube44\uacbd\ud654 \uace0\ubb34\uc81c\ud488 \uc81c\uc870\uc5c5", "\uace0\ubb34, \ud654\ud559\uc12c\uc720 \ubc0f \ud50c\ub77c\uc2a4\ud2f1 \uc131\ud615\uae30 \uc81c\uc870\uc5c5", "\uace0\ubb34\u00b7\ud50c\ub77c\uc2a4\ud2f1", "\uace0\ubb34\ud328\ud0b9\ub958 \uc81c\uc870\uc5c5", "\uace0\uc6a9 \uc54c\uc120\uc5c5", "\uace1\ubb3c \ubc0f \uc720\uc9c0\uc791\ubb3c \ub3c4\ub9e4\uc5c5", "\uace1\ubb3c \uc81c\ubd84\uc5c5", "\uace8\ud310\uc9c0 \uc0c1\uc790 \ubc0f \uac00\uacf5\uc81c\ud488 \uc81c\uc870\uc5c5", "\uace8\ud504\uc5f0\uc2b5\uc7a5 \uc6b4\uc601\uc5c5", "\uace8\ud504\uc7a5 \uc6b4\uc601\uc5c5", "\uacf5\uacf5\u00b7\uc758\ub8cc\u00b7\uc0ac\ud68c\uae30\ubc18\uc0ac\uc5c5\u00b7\uc804\uae30\u00b7\uac00\uc2a4\u00b7\uc218\ub3c4\u00b7\uc5d0\ub108\uc9c0", "\uacf5\uacf5\uad00\uacc4 \uc11c\ube44\uc2a4\uc5c5", "\uacf5\uacf5\ud589\uc815, \uad6d\ubc29 \ubc0f \uc0ac\ud68c\ubcf4\uc7a5 \ud589\uc815", "\uacf5\uad6c \uc18c\ub9e4\uc5c5", "\uacf5\uae30\uc5c5\u00b7\uacf5\uacf5\uae30\uad00", "\uacf5\uc5f0\u00b7\uc608\uc220\u00b7\ubb38\ud654", "\uacf5\uc778\ud68c\uacc4\uc0ac\uc5c5", "\uacf5\uc791\uc6a9 \uae30\uacc4 \ubc0f \uc7a5\ube44 \ub3c4\ub9e4\uc5c5", "\uacf5\uc911 \ubcf4\uac74 \uc758\ub8cc\uc5c5", "\uacfc\uc2e4 \ubc0f \uadf8 \uc678 \ucc44\uc18c \uc808\uc784\uc2dd\ud488 \uc81c\uc870\uc5c5", "\uacfc\uc2e4\ub958 \ub3c4\ub9e4\uc5c5", "\uacfc\uc790\ub958 \ubc0f \ucf54\ucf54\uc544 \uc81c\ud488 \uc81c\uc870\uc5c5", "\uad11\uace0\u00b7\ud64d\ubcf4\u00b7\uc804\uc2dc", "\uad50\ub7c9, \ud130\ub110 \ubc0f \ucca0\ub3c4 \uac74\uc124\uc5c5", "\uad50\uc721 \ud589\uc815", "\uad50\uc721\uad00\ub828 \uc790\ubb38 \ubc0f \ud3c9\uac00\uc5c5", "\uad50\uc721\uc5c5", "\uad50\uc7ac\u00b7\ud559\uc2b5\uc9c0", "\uad50\ud1b5 \uc2e0\ud638\uc7a5\uce58 \uc81c\uc870\uc5c5", "\uad6c\ub984\ubca0\uc5b4\ub9c1 \uc81c\uc870\uc5c5", "\uad6c\uc870\uc6a9 \uae08\uc18d \ud310\uc81c\ud488 \ubc0f \uacf5\uc791\ubb3c \uc81c\uc870\uc5c5", "\uad6d\ubc29 \ud589\uc815", "\uadc0\uae08\uc18d \ubc0f \uad00\ub828\uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae08\uc18d \uc555\ud615\uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae08\uc18d\ud30c\uc2a4\ub108 \ubc0f \ub098\uc0ac\uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 1\ucc28 \ucca0\uac15 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uac1c\uc778 \ubc0f \uac00\uc815\uc6a9\ud488 \uc784\ub300\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uac70\uc8fc \ubcf5\uc9c0\uc2dc\uc124 \uc6b4\uc601\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uac74\ucd95 \ub9c8\ubb34\ub9ac \uacf5\uc0ac\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uac74\ucd95\uc790\uc7ac \ub3c4\ub9e4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uace0\ubb34\uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uad11\uace0 \uad00\ub828 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uae08\uc18d\uac00\uacf5\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uae08\uc735 \uc9c0\uc6d0 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uae30\uacc4 \ubc0f \uc7a5\ube44 \ub3c4\ub9e4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ub098\ubb34\uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ub2ec\ub9ac \ubd84\ub958\ub418\uc9c0 \uc54a\uc740 \uac1c\uc778 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ub2ec\ub9ac \ubd84\ub958\ub418\uc9c0 \uc54a\uc740 \uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ubcf4\uac74\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ubd09\uc81c\uc758\ubcf5 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ubd84\ub958 \uc548\ub41c \uad50\uc721\uae30\uad00", "\uadf8 \uc678 \uae30\ud0c0 \ubd84\ub958 \uc548\ub41c \uae08\uc18d \uac00\uacf5 \uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ubd84\ub958 \uc548\ub41c \uc0ac\uc5c5\uc9c0\uc6d0 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ubd84\ub958 \uc548\ub41c \uc12c\uc720\uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ubd84\ub958 \uc548\ub41c \uc6b4\uc1a1 \uad00\ub828 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ubd84\ub958 \uc548\ub41c \ud654\ud559\uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ube44\uac70\uc8fc \ubcf5\uc9c0 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ube44\uae08\uc18d\uad11\ubb3c \uad11\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc0ac\uc5c5\uc9c0\uc6d0 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc0c1\ud488 \uc804\ubb38 \ub3c4\ub9e4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc0dd\ud65c\uc6a9\ud488 \ub3c4\ub9e4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc219\ubc15\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc2a4\ud3ec\uce20 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc2dd\ub8cc\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc758\ub8cc\uc6a9 \uae30\uae30 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc77c\ubc18\ubaa9\uc801\uc6a9 \uae30\uacc4 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc804\uae30\uc7a5\ube44 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc804\uc790\ubd80\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc815\ubcf4 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \uc885\ud569 \uc18c\ub9e4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ucc3d\uc791 \ubc0f \uc608\uc220\uad00\ub828 \uc11c\ube44\uc2a4\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ucd95\uc0b0\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ud2b9\uc218\ubaa9\uc801\uc6a9 \uae30\uacc4 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ud50c\ub77c\uc2a4\ud2f1 \uc81c\ud488 \uc81c\uc870\uc5c5", "\uadf8 \uc678 \uae30\ud0c0 \ud611\ud68c \ubc0f \ub2e8\uccb4", "\uadf8 \uc678 \uc790\ub3d9\ucc28\uc6a9 \uc2e0\ud488 \ubd80\ud488 \uc81c\uc870\uc5c5", "\uadfc\ubb34\ubcf5, \uc791\uc5c5\ubcf5 \ubc0f \uc720\uc0ac\uc758\ubcf5 \uc81c\uc870\uc5c5", "\uae08\uc18d \uac00\uad6c \uc81c\uc870\uc5c5", "\uae08\uc18d \ub2e8\uc870\uc81c\ud488 \uc81c\uc870\uc5c5", "\uae08\uc18d \ubb38, \ucc3d, \uc154\ud130 \ubc0f \uad00\ub828\uc81c\ud488 \uc81c\uc870\uc5c5", "\uae08\uc18d \uc131\ud615\uae30\uacc4 \uc81c\uc870\uc5c5", "\uae08\uc18d \uc5f4\ucc98\ub9ac\uc5c5", "\uae08\uc18d \uc704\uc0dd\uc6a9\ud488 \uc81c\uc870\uc5c5", "\uae08\uc18d \uc808\uc0ad\uae30\uacc4 \uc81c\uc870\uc5c5", "\uae08\uc18d \uc8fc\uc870 \ubc0f \uae30\ud0c0 \uc57c\uae08\uc6a9 \uae30\uacc4 \uc81c\uc870\uc5c5", "\uae08\uc18d \uce94 \ubc0f \uae30\ud0c0 \ud3ec\uc7a5\uc6a9\uae30 \uc81c\uc870\uc5c5", "\uae08\uc18d\u00b7\uc7ac\ub8cc\u00b7\uc790\uc7ac", "\uae08\uc18d\u00b7\uc7ac\ub8cc\u00b7\ucca0\uac15\u00b7\uc694\uc5c5", "\uae08\uc18d\ud0f1\ud06c \ubc0f \uc800\uc7a5\uc6a9\uae30 \uc81c\uc870\uc5c5", "\uae08\uc735\u00b7\ubcf4\ud5d8\uc5c5\u00b7\ubcf4\ud5d8\u00b7\uc5f0\uae08", "\uae30\uacc4\u00b7\uae30\uacc4\uc124\ube44", "\uae30\uacc4\u00b7\uc124\ube44\u00b7\uc790\ub3d9\ucc28", "\uae30\uacc4\u00b7\uc870\uc120\u00b7\uc790\ub3d9\ucc28\u00b7\uc6b4\uc1a1\uc7a5\ube44", "\uae30\uacc4\uc7a5\ube44", "\uae30\uad00 \uad6c\ub0b4\uc2dd\ub2f9\uc5c5", "\uae30\uad00\ucc28 \ubc0f \uae30\ud0c0 \ucca0\ub3c4\ucc28\ub7c9 \uc81c\uc870\uc5c5", "\uae30\uae30\uc6a9 \uc790\ub3d9\uce21\uc815 \ubc0f \uc81c\uc5b4\uc7a5\uce58 \uc81c\uc870\uc5c5", "\uae30\uc5b4 \ubc0f \ub3d9\ub825\uc804\ub2ec\uc7a5\uce58 \uc81c\uc870\uc5c5", "\uae30\uccb4 \uc5ec\uacfc\uae30 \uc81c\uc870\uc5c5", "\uae30\uccb4 \ud38c\ud504 \ubc0f \uc555\ucd95\uae30 \uc81c\uc870\uc5c5", "\uae30\ud0c0 1\ucc28 \ube44\ucca0\uae08\uc18d \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uac00\uacf5 \uacf5\uc791\uae30\uacc4 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uac00\uacf5\uc2dd\ud488 \ub3c4\ub9e4\uc5c5", "\uae30\ud0c0 \uac00\uc815\uc6a9 \uc804\uae30\uae30\uae30 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uace1\ubb3c \uac00\uacf5\ud488 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uad50\uc721\uc9c0\uc6d0 \uc11c\ube44\uc2a4\uc5c5", "\uae30\ud0c0 \uad6c\uc870\uc6a9 \uae08\uc18d\uc81c\ud488 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uae30\uacc4 \ubc0f \uc7a5\ube44 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uae30\uc220 \ubc0f \uc9c1\uc5c5\ud6c8\ub828\ud559\uc6d0", "\uae30\ud0c0 \uae30\uc220 \uc2dc\ud5d8, \uac80\uc0ac \ubc0f \ubd84\uc11d\uc5c5", "\uae30\ud0c0 \ub0b4\ub959 \uc218\uc0c1 \uc5ec\uac1d \ubc0f \ud654\ubb3c \uc6b4\uc1a1\uc5c5", "\uae30\ud0c0 \ub300\ud615 \uc885\ud569 \uc18c\ub9e4\uc5c5", "\uae30\ud0c0 \ub3c4\ub85c\ud654\ubb3c \uc6b4\uc1a1\uc5c5", "\uae30\ud0c0 \ubaa9\uc7ac\uac00\uad6c \uc81c\uc870\uc5c5", "\uae30\ud0c0 \ubb3c\ud488 \ucde8\uae09\uc7a5\ube44 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \ubc18\ub3c4\uccb4\uc18c\uc790 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \ubc95\ubb34\uad00\ub828 \uc11c\ube44\uc2a4\uc5c5", "\uae30\ud0c0 \ubcf4\uad00 \ubc0f \ucc3d\uace0\uc5c5", "\uae30\ud0c0 \ubd80\ub3d9\uc0b0 \uac1c\ubc1c \ubc0f \uacf5\uae09\uc5c5", "\uae30\ud0c0 \ubd80\ub3d9\uc0b0 \uc784\ub300\uc5c5", "\uae30\ud0c0 \ube44\uc8fc\uac70\uc6a9 \uac74\ubb3c \uac74\uc124\uc5c5", "\uae30\ud0c0 \ube44\ucca0\uae08\uc18d \uc555\uc5f0, \uc555\ucd9c \ubc0f \uc5f0\uc2e0 \uc81c\ud488 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \ube44\ucca0\uae08\uc18d \uc81c\ub828, \uc815\ub828 \ubc0f \ud569\uae08 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \ube44\ucca0\uae08\uc18d \uc8fc\uc870\uc5c5", "\uae30\ud0c0 \uc0ac\ud68c\uc11c\ube44\uc2a4 \uad00\ub9ac \ud589\uc815", "\uae30\ud0c0 \uc0b0\uc5c5\uc6a9 \uae30\uacc4 \ubc0f \uc7a5\ube44 \ub3c4\ub9e4\uc5c5", "\uae30\ud0c0 \uc120\ubc15 \uac74\uc870\uc5c5", "\uae30\ud0c0 \uc218\uc0b0\ub3d9\ubb3c \uac00\uacf5 \ubc0f \uc800\uc7a5 \ucc98\ub9ac\uc5c5", "\uae30\ud0c0 \uc218\uc0c1 \uc6b4\uc1a1\uc9c0\uc6d0 \uc11c\ube44\uc2a4\uc5c5", "\uae30\ud0c0 \uc2dd\uc0ac\uc6a9 \uac00\uacf5\ucc98\ub9ac \uc870\ub9ac\uc2dd\ud488 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uc2e0\ubc1c \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uc2e0\uc120\uc2dd\ud488 \ubc0f \ub2e8\uc21c \uac00\uacf5\uc2dd\ud488 \ub3c4\ub9e4\uc5c5", "\uae30\ud0c0 \uc2e0\uc120\uc2dd\ud488 \ubc0f \ub2e8\uc21c \uac00\uacf5\uc2dd\ud488 \uc18c\ub9e4\uc5c5", "\uae30\ud0c0 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc11c\ube44\uc2a4\uc5c5", "\uae30\ud0c0 \uc6b4\ub3d9 \ubc0f \uacbd\uae30\uc6a9\uad6c \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uc6b4\uc1a1\uc7a5\ube44 \uc784\ub300\uc5c5", "\uae30\ud0c0 \uc721\uc0c1 \uc6b4\uc1a1\uc9c0\uc6d0 \uc11c\ube44\uc2a4\uc5c5", "\uae30\ud0c0 \uc74c\u318d\uc2dd\ub8cc\ud488 \uc704\uc8fc \uc885\ud569 \uc18c\ub9e4\uc5c5", "\uae30\ud0c0 \uc778\ubb38 \ubc0f \uc0ac\ud68c\uacfc\ud559 \uc5f0\uad6c\uac1c\ubc1c\uc5c5", "\uae30\ud0c0 \uc778\uc1c4\uc5c5", "\uae30\ud0c0 \uc77c\ubc18 \uacf5\uacf5 \ud589\uc815", "\uae30\ud0c0 \uc77c\ubc18 \uae30\uacc4 \ubc0f \uc7a5\ube44 \uc218\ub9ac\uc5c5", "\uae30\ud0c0 \uc77c\ubc18 \ubc0f \uc0dd\ud65c \uc219\ubc15\uc2dc\uc124 \uc6b4\uc601\uc5c5", "\uae30\ud0c0 \uc790\ub3d9\ucc28 \uc2e0\ud488 \ubd80\ud488 \ubc0f \ub0b4\uc7a5\ud488 \ud310\ub9e4\uc5c5", "\uae30\ud0c0 \uc804\uae30 \ubcc0\ud658\uc7a5\uce58 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uc804\ubb38 \uc11c\ube44\uc2a4\uc5c5", "\uae30\ud0c0 \uc8fc\ubcc0\uae30\uae30 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uc9c1\ubb3c\uc81c\ud488 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \uce21\uc815, \uc2dc\ud5d8, \ud56d\ud574, \uc81c\uc5b4 \ubc0f \uc815\ubc00\uae30\uae30 \uc81c\uc870\uc5c5", "\uae30\ud0c0 \ud1a0\ubaa9\uc2dc\uc124\ubb3c \uac74\uc124\uc5c5", "\uae30\ud0c0 \ud574\uc0c1 \uc6b4\uc1a1\uc5c5", "\uae30\ud0c0 \ud654\ud559\ubb3c\uc9c8 \ubc0f \ud654\ud559\uc81c\ud488 \ub3c4\ub9e4\uc5c5", "\uae30\ud0c0 \ud658\uacbd \uc815\ud654 \ubc0f \ubcf5\uc6d0\uc5c5", "\uae30\ud0c0\uc11c\ube44\uc2a4\uc5c5", "\uae30\ud0c0\uc81c\uc870\uc5c5", "\uae40\ubc25 \ubc0f \uae30\ud0c0 \uac04\uc774 \uc74c\uc2dd\uc810\uc5c5", "\uae40\uce58\ub958 \uc81c\uc870\uc5c5", "\ub048 \ubc0f \ub85c\ud504 \uc81c\uc870\uc5c5", "\ub0a8\uc790\uc6a9 \uac89\uc637 \uc81c\uc870\uc5c5", "\ub0b4\ubd80 \uc804\uae30\ubc30\uc120 \uacf5\uc0ac\uc5c5", "\ub0b4\ubd80 \ud1b5\uc2e0\ubc30\uc120 \uacf5\uc0ac\uc5c5", "\ub0b4\uc218\uba74 \uc591\uc2dd \uc5b4\uc5c5", "\ub0b4\uc5f0\uae30\uad00 \uc2b9\uc6a9\ucc28 \ubc0f \uae30\ud0c0 \uc5ec\uac1d\uc6a9 \uc790\ub3d9\ucc28 \uc81c\uc870\uc5c5", "\ub0b4\uc5f0\uae30\uad00 \uc81c\uc870\uc5c5", "\ub0c9\uc7a5 \ubc0f \ub0c9\ub3d9 \ucc3d\uace0\uc5c5", "\ub124\ud2b8\uc6cc\ud06c\u00b7\ud1b5\uc2e0\u00b7\ubaa8\ubc14\uc77c", "\ub178\uc778 \uc591\ub85c \ubcf5\uc9c0\uc2dc\uc124 \uc6b4\uc601\uc5c5", "\ub178\uc778 \uc694\uc591 \ubcf5\uc9c0\uc2dc\uc124 \uc6b4\uc601\uc5c5", "\ub178\uc778\ubcf5\uc9c0", "\ub18d\uc5c5\u00b7\uc5b4\uc5c5\u00b7\uad11\uc5c5\u00b7\uc784\uc5c5", "\ub300\ud559\uad50", "\ub3c4\uae08, \ucc29\uc0c9 \ubc0f \uae30\ud0c0 \ud45c\uba74\ucc98\ub9ac\uac15\uc7ac \uc81c\uc870\uc5c5", "\ub3c4\uae08\uc5c5", "\ub3c4\ub9e4 \ubc0f \uc0c1\ud488 \uc911\uac1c\uc5c5", "\ub3c4\ub9e4\u00b7\uc0c1\ud488\uc911\uac1c", "\ub3c4\uc7a5 \ubc0f \uae30\ud0c0 \ud53c\ub9c9\ucc98\ub9ac\uc5c5", "\ub3d9 \uc81c\ub828, \uc815\ub828 \ubc0f \ud569\uae08 \uc81c\uc870\uc5c5", "\ub450\ubc1c \ubbf8\uc6a9\uc5c5", "\ub514\uc790\uc778\u00b7\uc124\uacc4", "\ub5a1\ub958 \uc81c\uc870\uc5c5", "\ub808\ubbf8\ucf58 \uc81c\uc870\uc5c5", "\ub808\uc800\u00b7\uc2a4\ud3ec\uce20\u00b7\uc5ec\uac00", "\ub80c\ud0c8\u00b7\uc784\ub300", "\uba74\ub958, \ub9c8\uce74\ub85c\ub2c8 \ubc0f \uc720\uc0ac\uc2dd\ud488 \uc81c\uc870\uc5c5", "\uba74\uc138\uc810", "\ubaa8\ub798 \ubc0f \uc790\uac08 \ucc44\ucde8\uc5c5", "\ubaa9\uc7ac \ubc0f \uac74\ucd95\uc790\uc7ac \uc911\uac1c\uc5c5", "\ubaa9\uc7ac \ubc0f \ub098\ubb34\uc81c\ud488 \uc81c\uc870\uc5c5; \uac00\uad6c \uc81c\uc678", "\ubaa9\uc7ac \ud3ec\uc7a5\uc6a9 \uc0c1\uc790, \ub4dc\ub7fc \ubc0f \uc720\uc0ac\uc6a9\uae30 \uc81c\uc870\uc5c5", "\ubaa9\uc7ac\ubb38 \ubc0f \uad00\ub828\uc81c\ud488 \uc81c\uc870\uc5c5", "\ubb34\uae30 \ubc0f \ucd1d\ud3ec\ud0c4 \uc81c\uc870\uc5c5", "\ubb34\uc5ed\u00b7\uc0c1\uc0ac", "\ubb38\uad6c\uc6a9\ud488, \ud68c\ud654\uc6a9\ud488, \uc0ac\ubb34\uc6a9\ud488 \ub3c4\ub9e4\uc5c5", "\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20\u00b7\uc5d4\ud130\ud14c\uc778\uba3c\ud2b8", "\ubb3c\ub958", "\ubb3c\ub958\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\ubb3c\uc9c8\uc131\ubd84 \uac80\uc0ac \ubc0f \ubd84\uc11d\uc5c5", "\ubc18\ub3c4\uccb4 \uc81c\uc870\uc6a9 \uae30\uacc4 \uc81c\uc870\uc5c5", "\ubc18\ub3c4\uccb4\u00b7\uad11\ud559\u00b7LCD", "\ubc29\ubb38 \ubcf5\uc9c0\uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5", "\ubc29\ubb38\uc694\uc591", "\ubc29\uc1a1\u00b7\uad11\uace0\u00b7\uc601\uc0c1\u00b7\uc624\ub514\uc624", "\ubc30\uad00 \ubc0f \ub0c9\u318d\ub09c\ubc29 \uacf5\uc0ac\uc5c5", "\ubc30\uad00 \ubc0f \ub0c9\u318d\ub09c\ubc29\uc7a5\uce58 \ub3c4\ub9e4\uc5c5", "\ubc30\uc804\ubc18 \ubc0f \uc804\uae30 \uc790\ub3d9\uc81c\uc5b4\ubc18 \uc81c\uc870\uc5c5", "\ubc31\ud654\uc810\u00b7\uc720\ud1b5\u00b7\ub3c4\uc18c\ub9e4", "\ubc95\ub960\u00b7\ubc95\ubb34\u00b7\ud2b9\ud5c8", "\ubc95\ub960\u00b7\ud68c\uacc4", "\ubc95\ubb34\uc0ac\uc5c5", "\ubcc0\uc555\uae30 \uc81c\uc870\uc5c5", "\ubcf4\uac74 \ubc0f \ubcf5\uc9c0 \ud589\uc815", "\ubcf4\uc721\uc2dc\uc124 \uc6b4\uc601\uc5c5", "\ubcf4\ud5d8 \ub300\ub9ac \ubc0f \uc911\uac1c\uc5c5", "\ubcfc\ud2b8 \ubc0f \ub108\ud2b8\ub958 \uc81c\uc870\uc5c5", "\ubd80\ub3d9\uc0b0 \uc911\uac1c \ubc0f \ub300\ub9ac\uc5c5", "\ubd80\ub3d9\uc0b0\u00b7\uc784\ub300\u00b7\uc911\uac1c", "\ubd80\ub3d9\uc0b0\uc5c5", "\ubdf0\ud2f0\u00b7\ubbf8\uc6a9", "\ube44 \ubc0f \uc194 \uc81c\uc870\uc5c5", "\ube44\ub3d9\ub825\uc2dd \uc218\uacf5\uad6c \uc81c\uc870\uc5c5", "\ube44\uc8fc\uac70\uc6a9 \ubd80\ub3d9\uc0b0 \uad00\ub9ac\uc5c5", "\ube75\ub958 \uc81c\uc870\uc5c5", "\ube75\ub958, \uacfc\uc790\ub958 \ubc0f \ub2f9\ub958 \uc18c\ub9e4\uc5c5", "\uc0ac\ub78c \ubd84\ub1e8 \ucc98\ub9ac\uc5c5", "\uc0ac\ubb34\uc9c0\uc6d0\u00b7\ucf5c\uc13c\ud130\u00b7\ud154\ub808\ub9c8\ucf00\ud305", "\uc0ac\uc5c5\uc2dc\uc124 \uc720\uc9c0\u2024\uad00\ub9ac \uc11c\ube44\uc2a4\uc5c5", "\uc0ac\uc5c5\uc2dc\uc124\uad00\ub9ac\u00b7\uc77c\ubc18", "\uc0ac\ud68c\uad50\uc721\uc2dc\uc124", "\uc0ac\ud68c\ubcf4\uc7a5 \ud589\uc815", "\uc0ac\ud68c\ubcf5\uc9c0", "\uc0ac\ud68c\ubcf5\uc9c0 \uc0c1\ub2f4\uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5", "\uc0ac\ud68c\ubcf5\uc9c0 \uc11c\ube44\uc2a4\uc5c5", "\uc0b0\uc18c, \uc9c8\uc18c \ubc0f \uae30\ud0c0 \uc0b0\uc5c5\uc6a9 \uac00\uc2a4 \uc81c\uc870\uc5c5", "\uc0b0\uc5c5\uc124\ube44, \uc6b4\uc1a1\uc7a5\ube44 \ubc0f \uacf5\uacf5\uc7a5\uc18c \uccad\uc18c\uc5c5", "\uc0b0\uc5c5\uc6a9 \ub09c\ubc29\ubcf4\uc77c\ub7ec \ubc0f \ubc29\uc5f4\uae30 \uc81c\uc870\uc5c5", "\uc0b0\uc5c5\uc6a9 \ub0c9\uc7a5 \ubc0f \ub0c9\ub3d9 \uc7a5\ube44 \uc81c\uc870\uc5c5", "\uc0b0\uc5c5\uc6a9 \ub85c\ubd07 \uc81c\uc870\uc5c5", "\uc0b0\uc5c5\uc6a9 \uc624\ube10, \ub178 \ubc0f \ub178\uc6a9 \ubc84\ub108 \uc81c\uc870\uc5c5", "\uc0c1\uc5c5 \ubc0f \uc815\ubcf4\uc0b0\uc5c5 \ud2b9\uc131\ud654 \uace0\ub4f1\ud559\uad50", "\uc0c1\uc6a9 \uc778\ub825 \uacf5\uae09 \ubc0f \uc778\uc0ac\uad00\ub9ac \uc11c\ube44\uc2a4\uc5c5", "\uc0c1\ud488 \uc885\ud569 \ub3c4\ub9e4\uc5c5", "\uc0dd\ud65c\uc6a9 \ud3ec\uc7a5 \ubc0f \uc704\uc0dd\uc6a9\ud488, \ubd09\ud22c \ubc0f \uc720\uc0ac \uc81c\ud488 \ub3c4\ub9e4\uc5c5", "\uc0dd\ud65c\uc6a9\ud488\u00b7\uc18c\ube44\uc7ac\u00b7\uae30\ud0c0", "\uc0dd\ud65c\uc6a9\ud488\u00b7\uc18c\ube44\uc7ac\u00b7\uc0ac\ubb34", "\uc0dd\ud65c\ud654\ud559\u00b7\ud654\uc7a5\ud488", "\uc11c\ube44\uc2a4 \uae30\ud0c0", "\uc11c\ube44\uc2a4\uc5c5", "\uc11c\uc591\uc2dd \uc74c\uc2dd\uc810\uc5c5", "\uc11c\uce58\ud38c\u00b7\ud5e4\ub4dc\ud5cc\ud305", "\uc11d\uc720\u00b7\ud654\ud559\u00b7\uace0\ubb34", "\uc11d\uc720\u00b7\ud654\ud559\u00b7\uc5d0\ub108\uc9c0", "\uc120\ubc15 \uad6c\uc131 \ubd80\ubd84\ud488 \uc81c\uc870\uc5c5", "\uc120\ubc15\uad00\ub9ac\uc5c5", "\uc120\ucca0\uc8fc\ubb3c \uc8fc\uc870\uc5c5", "\uc12c\uc720 \uc6d0\ub2e8, \uc2e4 \ubc0f \uae30\ud0c0 \uc12c\uc720\uc81c\ud488 \uc18c\ub9e4\uc5c5", "\uc12c\uc720\u00b7\uc758\ub958", "\uc12c\uc720\u00b7\uc758\ub958\u00b7\ud328\uc158", "\uc12c\uc720\uc81c\ud488 \uae30\ud0c0 \uc815\ub9ac \ubc0f \ub9c8\ubb34\ub9ac \uac00\uacf5\uc5c5", "\uc138\ubb34\u00b7\ud68c\uacc4", "\uc138\ubb34\uc0ac\uc5c5", "\uc138\ud0c1\ubb3c \uacf5\uae09\uc5c5", "\uc138\ud0c1\uc5c5", "\uc18c\ub3c5, \uad6c\ucda9 \ubc0f \ubc29\uc81c \uc11c\ube44\uc2a4\uc5c5", "\uc18c\ub9e4", "\uc18c\ubc29\uc2dc\uc124 \uacf5\uc0ac\uc5c5", "\uc18c\ud504\ud2b8\uc6e8\uc5b4\u00b7\uc194\ub8e8\uc158\u00b7ASP", "\uc18d\uc637 \ubc0f \uc7a0\uc637 \uc18c\ub9e4\uc5c5", "\uc194\ub8e8\uc158\u00b7SI\u00b7CRM\u00b7ERP", "\uc194\ub8e8\uc158\u00b7SI\u00b7ERP\u00b7CRM", "\uc1fc\ud551\ubab0\u00b7\uc624\ud508\ub9c8\ucf13", "\uc1fc\ud551\ubab0\u00b7\uc624\ud508\ub9c8\ucf13\u00b7\uc18c\uc15c\ucee4\uba38\uc2a4", "\uc218\ub3d9\uc2dd \uc2dd\ud488 \uac00\uacf5\uae30\uae30 \ubc0f \uae08\uc18d \uc8fc\ubc29\uc6a9\uae30 \uc81c\uc870\uc5c5", "\uc218\uc0b0\ub3d9\ubb3c \uac74\uc870 \ubc0f \uc5fc\uc7a5\ud488 \uc81c\uc870\uc5c5", "\uc218\uc0b0\ub3d9\ubb3c \ub0c9\ub3d9\ud488 \uc81c\uc870\uc5c5", "\uc218\uc0b0\ub3d9\ubb3c \ud6c8\uc81c, \uc870\ub9ac \ubc0f \uc720\uc0ac \uc870\uc81c\uc2dd\ud488 \uc81c\uc870\uc5c5", "\uc218\uc0b0\ubb3c \uac00\uacf5\uc2dd\ud488 \ub3c4\ub9e4\uc5c5", "\uc218\uc0c1 \ud654\ubb3c \ucde8\uae09\uc5c5", "\uc218\uc18c \uc81c\uc870\uc5c5", "\uc219\ubc15\uc5c5", "\uc288\ud37c\ub9c8\ucf13", "\uc2a4\ud3ec\uce20\u00b7\uc5ec\uac00\u00b7\ub808\uc800", "\uc2b9\uac15\uae30 \uc81c\uc870\uc5c5", "\uc2b9\uac15\uc124\ube44 \uc124\uce58 \uacf5\uc0ac\uc5c5", "\uc2dc\uc124\uad00\ub9ac\u00b7\uacbd\ube44\u00b7\uc6a9\uc5ed", "\uc2dc\uc124\uad00\ub9ac\u00b7\ubcf4\uc548\u00b7\uacbd\ube44", "\uc2dc\uc124\ubb3c \uc720\uc9c0\uad00\ub9ac \uacf5\uc0ac\uc5c5", "\uc2dc\uc2a4\ud15c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc0f \uacf5\uae09\uc5c5", "\uc2dc\uc678\ubc84\uc2a4 \uc6b4\uc1a1\uc5c5", "\uc2dc\uc7a5\uc870\uc0ac\u00b7\uc5ec\ub860\uc870\uc0ac\u00b7\uacbd\uc601\ucee8\uc124\ud305", "\uc2dd\ub8cc\ud488 \uc81c\uc870\uc5c5", "\uc2dd\ud488 \uc704\uc0dd\uc6a9 \uc885\uc774 \uc0c1\uc790 \ubc0f \uc6a9\uae30 \uc81c\uc870\uc5c5", "\uc2dd\ud488\uac00\uacf5\u00b7\uac1c\ubc1c", "\uc2e0\ubc1c \ubd80\ubd84\ud488 \uc81c\uc870\uc5c5", "\uc2e0\uc120, \ub0c9\ub3d9 \ubc0f \uae30\ud0c0 \uc218\uc0b0\ubb3c \ub3c4\ub9e4\uc5c5", "\uc2e0\uc120, \ub0c9\ub3d9 \ubc0f \uae30\ud0c0 \uc218\uc0b0\ubb3c \uc18c\ub9e4\uc5c5", "\uc2e4\ub0b4\u00b7\uc778\ud14c\ub9ac\uc5b4\u00b7\uc870\uacbd", "\uc544\ub3d9", "\uc544\ub3d9 \ubc0f \ubd80\ub140\uc790 \uac70\uc8fc \ubcf5\uc9c0\uc2dc\uc124 \uc6b4\uc601\uc5c5", "\uc544\uc774\uc2a4\ud06c\ub9bc \ubc0f \uae30\ud0c0 \uc2dd\uc6a9\ube59\uacfc\ub958 \uc81c\uc870\uc5c5", "\uc548\uacbd \ubc0f \uc548\uacbd\ub80c\uc988 \uc81c\uc870\uc5c5", "\uc555\ucd95 \ubc0f \uc561\ud654 \uac00\uc2a4\uc6a9\uae30 \uc81c\uc870\uc5c5", "\uc561\uccb4 \uc5ec\uacfc\uae30 \uc81c\uc870\uc5c5", "\uc561\uccb4 \ud38c\ud504 \uc81c\uc870\uc5c5", "\uc561\uccb4\uc5f0\ub8cc \ubc0f \uad00\ub828\uc81c\ud488 \ub3c4\ub9e4\uc5c5", "\uc5b4\uc5c5", "\uc5bc\uc74c \uc81c\uc870\uc5c5", "\uc5d0\ub108\uc9c0\u00b7\ud654\ud559", "\uc5ec\ud589\u00b7\uc219\ubc15\u00b7\uc74c\uc2dd\uc810\uc5c5\u00b7\uc2dd\uc74c\ub8cc\u00b7\uc678\uc2dd(\ud504\ub79c\ucc28\uc774\uc988)", "\uc5ec\ud589\uc0ac\uc5c5", "\uc5f0\uad6c\uc18c\u00b7\ucee8\uc124\ud305\u00b7\uc870\uc0ac", "\uc5f0\uadfc\ud574 \uc5b4\uc5c5", "\uc5f0\ub9c8\uc7ac \uc81c\uc870\uc5c5", "\uc5f0\uc608\u00b7\uc5d4\ud130\ud14c\uc778\uba3c\ud2b8", "\uc5f4\uac04 \uc555\uc5f0 \ubc0f \uc555\ucd9c \uc81c\ud488 \uc81c\uc870\uc5c5", "\uc601\ud654\u00b7\ubc30\uae09\u00b7\uc74c\uc545", "\uc624\ub77d \ubc0f \uc2a4\ud3ec\uce20\uc6a9 \ubcf4\ud2b8 \uac74\uc870\uc5c5", "\uc628\ub77c\uc778 \ud65c\uc6a9 \ub9c8\ucf00\ud305 \ubc0f \uad00\ub828 \uc0ac\uc5c5\uc9c0\uc6d0 \uc11c\ube44\uc2a4\uc5c5", "\uc678\uc2dd\uc5c5\u00b7\uc2dd\uc74c\ub8cc", "\uc694\uc591 \ubcd1\uc6d0", "\uc695\ud0d5\uc5c5", "\uc6a9\uc5ed\u00b7\uc778\ub825\uc54c\uc120", "\uc6b4\ub3d9 \ubc0f \uacbd\uae30\uc6a9\ud488 \uc18c\ub9e4\uc5c5", "\uc6b4\uc1a1", "\uc6b4\uc1a1\u00b7\uc6b4\uc218\u00b7\ubb3c\ub958", "\uc6b4\uc1a1\uc7a5\ube44\uc6a9 \uc774\ucc28\uc804\uc9c0 \uc81c\uc870\uc5c5", "\uc6b4\uc804\ud559\uc6d0", "\uc6d0\ubaa9 \ubc0f \uac74\ucd95\uad00\ub828 \ubaa9\uc81c\ud488 \ub3c4\ub9e4\uc5c5", "\uc6d0\uc591 \uc5b4\uc5c5", "\uc6e8\ub529\u00b7\uc0c1\uc870\u00b7\uc774\ubca4\ud2b8", "\uc6e8\ub529\u00b7\uc7a5\ub840\u00b7\uc774\ubca4\ud2b8", "\uc704\uc0dd\uc6a9 \uc885\uc774\uc81c\ud488 \uc81c\uc870\uc5c5", "\uc720\uc544 \uad50\uc721\uae30\uad00", "\uc720\uc544\u00b7\uc720\uce58\uc6d0", "\uc720\uc555\uae30\uae30 \uc81c\uc870\uc5c5", "\uc720\uc6d0\uc9c0 \ubc0f \ud14c\ub9c8\ud30c\ud06c \uc6b4\uc601\uc5c5", "\uc720\ud1b5\u00b7\ubb34\uc5ed\u00b7\uc0c1\uc0ac", "\uc721\ub958 \uae30\ud0c0 \uac00\uacf5 \ubc0f \uc800\uc7a5\ucc98\ub9ac\uc5c5 (\uac00\uae08\ub958 \uc81c\uc678)", "\uc721\ub958 \ub3c4\ub9e4\uc5c5", "\uc721\ub958 \ud3ec\uc7a5\uc721 \ubc0f \ub0c9\ub3d9\uc721 \uac00\uacf5\uc5c5 (\uac00\uae08\ub958 \uc81c\uc678)", "\uc721\uc0c1 \uae08\uc18d \uace8\uc870 \uad6c\uc870\uc7ac \uc81c\uc870\uc5c5", "\uc740\ud589\u00b7\uae08\uc735", "\uc740\ud589\u00b7\uae08\uc735\u00b7\uc800\ucd95", "\uc740\ud589\u00b7\uce74\ub4dc\u00b7\ud22c\uc790\uae30\uad00", "\uc74c\u318d\uc2dd\ub8cc\ud488 \ubc0f \ub2f4\ubc30 \uc18c\ub9e4\uc5c5", "\uc74c\u318d\uc2dd\ub8cc\ud488 \ubc0f \ub2f4\ubc30 \uc911\uac1c\uc5c5", "\uc74c\u318d\uc2dd\ub8cc\ud488 \uc704\uc8fc \uc885\ud569 \uc18c\ub9e4\uc5c5", "\uc74c\uc2dd\ub8cc\u00b7\uc678\uc2dd\u00b7\ud504\ub79c\ucc28\uc774\uc988", "\uc74c\uc2dd\uc810\uc5c5", "\uc751\uc6a9 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc0f \uacf5\uae09\uc5c5", "\uc758\ub8cc(\ubcd1\uc6d0\uc885\ub958\ubcc4)", "\uc758\ub8cc(\uc9c4\ub8cc\uacfc\ubaa9\ubcc4)", "\uc758\ub8cc\uae30\uae30 \ub3c4\ub9e4\uc5c5", "\uc758\uc57d\u00b7\ubcf4\uac74\u00b7\uc0ac\ud68c\ubcf5\uc9c0", "\uc758\uc57d\ud488 \ub3c4\ub9e4\uc5c5", "\uc758\uc57d\ud488 \ubc0f \uc758\ub8cc\uc6a9\ud488 \uc18c\ub9e4\uc5c5", "\uc758\uc6d0", "\uc774\uc6a9\uc2dc\uc124", "\uc778\ub825 \uacf5\uae09\uc5c5", "\uc778\uc1c4\uc789\ud06c \ubc0f \ud68c\ud654\uc6a9 \ubb3c\uac10 \uc81c\uc870\uc5c5", "\uc778\ud130\ub137\u00b7\ud3ec\ud138\u00b7\ucee8\ud150\uce20\u00b7\uac8c\uc784", "\uc778\ud14c\ub9ac\uc5b4 \ub514\uc790\uc778\uc5c5", "\uc778\ud14c\ub9ac\uc5b4\u00b7\ub514\uc790\uc778", "\uc778\ud14c\ub9ac\uc5b4\u00b7\uc790\uc7ac", "\uc77c\ubc18 \uace0\ub4f1\ud559\uad50", "\uc77c\ubc18 \uad50\uacfc \ud559\uc6d0", "\uc77c\ubc18 \ubcd1\uc6d0", "\uc77c\ubc18 \uc758\uc6d0", "\uc77c\ubc18 \ud1b5\uc2e0 \uacf5\uc0ac\uc5c5", "\uc77c\ubc18 \ud654\ubb3c\uc790\ub3d9\ucc28 \uc6b4\uc1a1\uc5c5", "\uc77c\ubc18\uc804\uae30 \uacf5\uc0ac\uc5c5", "\uc77c\uc2dd \uc74c\uc2dd\uc810\uc5c5", "\uc784\uc2dc \ubc0f \uc77c\uc6a9 \uc778\ub825 \uacf5\uae09\uc5c5", "\uc790\ub3d9\ucc28 \ubc0f \ud2b8\ub808\uc77c\ub7ec \uc81c\uc870\uc5c5", "\uc790\ub3d9\ucc28 \uc2e0\ud488 \ud0c0\uc774\uc5b4 \ubc0f \ud29c\ube0c \ud310\ub9e4\uc5c5", "\uc790\ub3d9\ucc28 \uc5d4\uc9c4\uc6a9 \uc2e0\ud488 \ubd80\ud488 \uc81c\uc870\uc5c5", "\uc790\ub3d9\ucc28 \uc784\ub300\uc5c5", "\uc790\ub3d9\ucc28 \uc7ac\uc81c\uc870 \ubd80\ud488 \uc81c\uc870\uc5c5", "\uc790\ub3d9\ucc28 \uc804\ubb38 \uc218\ub9ac\uc5c5", "\uc790\ub3d9\ucc28 \uc885\ud569 \uc218\ub9ac\uc5c5", "\uc790\ub3d9\ucc28 \ucc28\uccb4\uc6a9 \uc2e0\ud488 \ubd80\ud488 \uc81c\uc870\uc5c5", "\uc790\ub3d9\ucc28\u00b7\uc870\uc120\u00b7\ucca0\uac15\u00b7\ud56d\uacf5", "\uc790\ub3d9\ucc28\uc6a9 \uae08\uc18d \uc555\ud615\uc81c\ud488 \uc81c\uc870\uc5c5", "\uc790\ub3d9\ucc28\uc6a9 \uc2e0\ud488 \ub3d9\ub825\uc804\ub2ec\uc7a5\uce58 \uc81c\uc870\uc5c5", "\uc790\ub3d9\ucc28\uc6a9 \uc2e0\ud488 \uc758\uc790 \uc81c\uc870\uc5c5", "\uc790\ub3d9\ucc28\uc6a9 \uc2e0\ud488 \uc804\uae30\uc7a5\uce58 \uc81c\uc870\uc5c5", "\uc790\ub3d9\ucc28\uc6a9 \uc2e0\ud488 \uc81c\ub3d9\uc7a5\uce58 \uc81c\uc870\uc5c5", "\uc790\ub3d9\ucc28\uc6a9 \uc804\uc6a9 \uc2e0\ud488 \ubd80\ud488 \ud310\ub9e4\uc5c5", "\uc790\ub3d9\ud310\ub9e4\uae30 \uc6b4\uc601\uc5c5", "\uc7a5\uae30\uc694\uc591\uae30\uad00", "\uc7a5\ub840\uc2dd\uc7a5 \ubc0f \uad00\ub828 \uc11c\ube44\uc2a4\uc5c5", "\uc7a5\ub840\uc2dd\uc7a5 \ubc0f \uc7a5\uc758\uad00\ub828 \uc11c\ube44\uc2a4\uc5c5", "\uc7a5\uc560\uc778\ubcf5\uc9c0\uc2dc\uc124", "\uc7a5\uc560\uc778\uc7ac\ud65c\uc11c\ube44\uc2a4", "\uc7a5\uc560\uc778\uc9c1\uc5c5\uc7ac\ud65c", "\uc7ac\uac00\ub178\uc778\ubcf5\uc9c0\uc2dc\uc124", "\uc7ac\uc0dd\uc6a9 \uc7ac\ub8cc \ubc0f \uae30\ud0c0 \uc0c1\ud488 \uc804\ubb38 \ub3c4\ub9e4\uc5c5", "\uc7ac\uc0dd\uc6a9 \uc7ac\ub8cc \uc218\uc9d1 \ubc0f \ud310\ub9e4\uc5c5", "\uc804\uad6c, \ub7a8\ud504 \ubc0f \uc870\uba85\uc7a5\uce58 \ub3c4\ub9e4\uc5c5", "\uc804\uae30 \ud310\ub9e4\uc5c5", "\uc804\uae30\u00b7\uac00\uc2a4\u00b7\uc218\ub3c4\u00b7\uc5d0\ub108\uc9c0", "\uc804\uae30\u00b7\uc124\ube44\u00b7\ud658\uacbd\u00b7\ud50c\ub79c\ud2b8", "\uc804\uae30\u00b7\uc804\uc790\u00b7\ubc18\ub3c4\uccb4", "\uc804\uae30\u00b7\uc804\uc790\u00b7\uc81c\uc5b4", "\uc804\uae30\uc6a9 \uae30\uacc4\u2024\uc7a5\ube44 \ubc0f \uad00\ub828 \uae30\uc790\uc7ac \ub3c4\ub9e4\uc5c5", "\uc804\uae30\ud68c\ub85c \uac1c\ud3d0, \ubcf4\ud638\uc7a5\uce58 \uc81c\uc870\uc5c5", "\uc804\uae30\ud68c\ub85c \uc811\uc18d\uc7a5\uce58 \uc81c\uc870\uc5c5", "\uc804\ub3d9\uae30 \ubc0f \ubc1c\uc804\uae30 \uc81c\uc870\uc5c5", "\uc804\ubb38\u00b7\uae30\ub2a5\ud559\uc6d0", "\uc804\uc138\ubc84\uc2a4 \uc6b4\uc1a1\uc5c5", "\uc804\uc2dc, \ucee8\ubca4\uc158 \ubc0f \ud589\uc0ac \ub300\ud589\uc5c5", "\uc804\uc790/\uc804\uae30/\ubc18\ub3c4\uccb4", "\uc804\uc790\uae30 \uce21\uc815, \uc2dc\ud5d8 \ubc0f \ubd84\uc11d\uae30\uad6c \uc81c\uc870\uc5c5", "\uc804\uc790\uc0c1\uac70\ub798 \uc18c\ub9e4\uc5c5", "\uc808\uc0ad\uac00\uacf5 \ubc0f \uc720\uc0ac\ucc98\ub9ac\uc5c5", "\uc815\ubcf4\ud1b5\uc2e0\uc5c5\u00b7\uc18c\ud504\ud2b8\uc6e8\uc5b4\u00b7\uc194\ub8e8\uc158\u00b7ASP", "\uc815\ubd80\u00b7\uacf5\uacf5\uae30\uad00\u00b7\uacf5\uae30\uc5c5", "\uc815\ubd80\u00b7\ube44\uc601\ub9ac\ub2e8\uccb4", "\uc815\uc2e0\uc9c8\ud658, \uc815\uc2e0\uc9c0\uccb4 \ubc0f \uc57d\ubb3c \uc911\ub3c5\uc790 \uac70\uc8fc \ubcf5\uc9c0\uc2dc\uc124 \uc6b4\uc601\uc5c5", "\uc81c\uacfc\uc810\uc5c5", "\uc81c\uc57d\u00b7\ubcf4\uac74\u00b7\ubc14\uc774\uc624", "\uc81c\uc870\uc5c5 \uae30\ud0c0", "\uc81c\uc870\uc5c5 \ud68c\uc0ac \ubcf8\ubd80", "\uc81c\uc870\uc5c5\u00b7\uace0\ubb34\u00b7\ud50c\ub77c\uc2a4\ud2f1", "\uc81c\uc870\uc5c5\u00b7\uae30\uacc4\u00b7\uc870\uc120\u00b7\uc790\ub3d9\ucc28\u00b7\uc6b4\uc1a1\uc7a5\ube44", "\uc81c\uc870\uc5c5\u00b7\uc74c\u00b7\uc2dd\ub8cc\ud488\u00b7\uc2dd\ud488\uac00\uacf5", "\uc81c\uc870\uc5c5\u00b7\uc804\uae30\u00b7\uc804\uc790\u00b7\ubc18\ub3c4\uccb4", "\uc81c\uc870\uc5c5\u00b7\uc81c\uc870\uc5c5\uae30\ud0c0", "\uc81c\uc870\uc5c5\u00b7\ucca0\uac15\u00b7\uae08\uc18d\u00b7\ube44\uae08\uc18d", "\uc81c\uc870\uc5c5\u00b7\ucef4\ud4e8\ud130\u00b7\ud558\ub4dc\uc6e8\uc5b4\u00b7\uc7a5\ube44", "\uc81c\uc870\uc5c5\uae30\ud0c0", "\uc870\uacbd \uac74\uc124\uc5c5", "\uc870\uacbd \uad00\ub9ac \ubc0f \uc720\uc9c0 \uc11c\ube44\uc2a4\uc5c5", "\uc870\uc120\u00b7\ud56d\uacf5\u00b7\uc6b0\uc8fc", "\uc885\uc774 \uc6d0\uc9c0, \ud310\uc9c0, \uc885\uc774\uc0c1\uc790 \ub3c4\ub9e4\uc5c5", "\uc885\ud569 \ubcd1\uc6d0", "\uc885\ud569\ubcf5\uc9c0\uad00 \uc6b4\uc601\uc5c5", "\uc8fc\uac70\uc6a9 \uac74\ubb3c \uc784\ub300\uc5c5", "\uc8fc\uac70\uc6a9 \ubd80\ub3d9\uc0b0 \uad00\ub9ac\uc5c5", "\uc8fc\ub958 \ub3c4\ub9e4\uc5c5", "\uc8fc\ubc29\uc6a9 \uc804\uae30\uae30\uae30 \uc81c\uc870\uc5c5", "\uc8fc\ubc29\uc6a9\ud488 \ubc0f \uac00\uc815\uc6a9 \uc720\ub9ac, \uc694\uc5c5 \uc81c\ud488 \uc18c\ub9e4\uc5c5", "\uc8fc\ucc28\uc7a5 \uc6b4\uc601\uc5c5", "\uc8fc\ucca0\uad00 \uc81c\uc870\uc5c5", "\uc8fc\ud615 \ubc0f \uae08\ud615 \uc81c\uc870\uc5c5", "\uc99d\uad8c\u00b7\ubcf4\ud5d8\u00b7\uce74\ub4dc", "\uc99d\ub958\uae30, \uc5f4\uad50\ud658\uae30 \ubc0f \uac00\uc2a4\ubc1c\uc0dd\uae30 \uc81c\uc870\uc5c5", "\uc9c0\ubc18\uc870\uc131 \uac74\uc124\uc5c5", "\uc9c0\uc801\uc7a5\uc560\uc778\uc2dc\uc124", "\uc9c0\uc815 \uc678 \ud3d0\uae30\ubb3c \uc218\uc9d1, \uc6b4\ubc18\uc5c5", "\uc9c0\uc815 \ud3d0\uae30\ubb3c \uc218\uc9d1, \uc6b4\ubc18\uc5c5", "\uc9c1\ubb3c, \ud3b8\uc870\uc6d0\ub2e8 \ubc0f \uc758\ubcf5\ub958 \uc5fc\uc0c9 \uac00\uacf5\uc5c5", "\uc9c1\uc5c5\uc7ac\ud65c\uc6d0 \uc6b4\uc601\uc5c5", "\ucc44\uc18c\ub958, \uc11c\ub958 \ubc0f \ud5a5\uc2e0\uc791\ubb3c\ub958 \ub3c4\ub9e4\uc5c5", "\ucc9c\uc5f0 \ubc0f \ud63c\ud569\uc870\uc81c \uc870\ubbf8\ub8cc \uc81c\uc870\uc5c5", "\ucca0\uac15\u00b7\uae08\uc18d", "\ucca0\uac15\u00b7\uae08\uc18d\u00b7\ube44\uae08\uc18d", "\ucca0\uac15\uc120 \uc81c\uc870\uc5c5", "\ucca0\uace8 \ubc0f \uad00\ub828 \uad6c\uc870\ubb3c \uacf5\uc0ac\uc5c5", "\ucca0\ubb3c, \uae08\uc18d \ud30c\uc2a4\ub108 \ubc0f \uc218\uacf5\uad6c \ub3c4\ub9e4\uc5c5", "\uccad\uc18c\ub144", "\uccb4\uc678 \uc9c4\ub2e8 \uc2dc\uc57d \uc81c\uc870\uc5c5", "\ucd08\uc911\uace0\u00b7\ub300\ud559", "\ucd95\uc0b0 \uad00\ub828 \uc11c\ube44\uc2a4\uc5c5", "\ucd9c\uc7a5 \uc74c\uc2dd \uc11c\ube44\uc2a4\uc5c5", "\ucd9c\ud310\u00b7\uc778\uc1c4\u00b7\uc0ac\uc9c4", "\uce58\uacfc \ubcd1\uc6d0", "\uce58\uacfc \uc758\uc6d0", "\uce90\ud53c\ud0c8\u00b7\ub300\ucd9c", "\ucee4\ud53c \ubc0f \ucc28\ub958 \ub3c4\ub9e4\uc5c5", "\ucee4\ud53c \uc804\ubb38\uc810", "\ucee8\uc124\ud305\u00b7\uc5f0\uad6c\u00b7\uc870\uc0ac", "\ucef4\ud4e8\ud130 \ubc0f \uc8fc\ubcc0\uc7a5\uce58, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub3c4\ub9e4\uc5c5", "\ucef4\ud4e8\ud130\u00b7\ud558\ub4dc\uc6e8\uc5b4\u00b7\uc7a5\ube44", "\ucf5c\uc13c\ud130 \ubc0f \ud154\ub808\ub9c8\ucf00\ud305 \uc11c\ube44\uc2a4\uc5c5", "\ucf5c\uc13c\ud130\u00b7\uc544\uc6c3\uc18c\uc2f1\u00b7\uae30\ud0c0", "\ud0dd\ubc30\uc5c5", "\ud0dd\uc2dc \uc6b4\uc1a1\uc5c5", "\ud0ed, \ubc38\ube0c \ubc0f \uc720\uc0ac\uc7a5\uce58 \uc81c\uc870\uc5c5", "\ud1b5\uc2e0\u2024\ubc29\uc1a1\uc7a5\ube44 \ubc0f \ubd80\ud488 \ub3c4\ub9e4\uc5c5", "\ud1b5\uc2e0\uae30\uae30 \uc18c\ub9e4\uc5c5", "\ud2b9\uc218\uc0ac \ubc0f \ucf54\ub4dc\uc9c1\ubb3c \uc81c\uc870\uc5c5", "\ud310\ub9e4(\ub9e4\uc7a5\uc885\ub958\ubcc4)", "\ud310\ub9e4(\uc0c1\ud488\ud488\ubaa9\ubcc4)", "\ud310\uc9c0 \uc0c1\uc790 \ubc0f \uc6a9\uae30 \uc81c\uc870\uc5c5", "\ud384\ud504, \uc885\uc774 \ubc0f \uc885\uc774\uc81c\ud488 \uc81c\uc870\uc5c5", "\ud3b8\uc870\uc6d0\ub2e8 \uc81c\uc870\uc5c5", "\ud3d0\uc218 \ucc98\ub9ac\uc5c5", "\ud3ec\uc7a5\uc6a9 \ud50c\ub77c\uc2a4\ud2f1 \uc131\ud615\uc6a9\uae30 \uc81c\uc870\uc5c5", "\ud3ec\ud138\u00b7\uc778\ud130\ub137\u00b7\ucee8\ud150\uce20", "\ud3ec\ud138\u00b7\ucee8\ud150\uce20\u00b7\ucee4\ubba4\ub2c8\ud2f0", "\ud50c\ub77c\uc2a4\ud2f1 \uc801\uce35, \ub3c4\ud3ec \ubc0f \uae30\ud0c0 \ud45c\uba74\ucc98\ub9ac \uc81c\ud488 \uc81c\uc870\uc5c5", "\ud50c\ub77c\uc2a4\ud2f1 \ud3ec\ub300, \ubd09\ud22c \ubc0f \uc720\uc0ac\uc81c\ud488 \uc81c\uc870\uc5c5", "\ud50c\ub77c\uc2a4\ud2f1 \ud544\ub984 \uc81c\uc870\uc5c5", "\ud50c\ub77c\uc2a4\ud2f1\ubb3c\uc9c8 \ubc0f \ud569\uc131\uace0\ubb34 \ub3c4\ub9e4\uc5c5", "\ud53c\uc790, \ud584\ubc84\uac70, \uc0cc\ub4dc\uc704\uce58 \ubc0f \uc720\uc0ac \uc74c\uc2dd\uc810\uc5c5", "\ud558\uc218, \ud3d0\uc218 \ubc0f \ubd84\ub1e8 \ucc98\ub9ac\uc5c5", "\ud559\uad50\ubc95\uc778", "\ud559\uc6d0\u00b7\uc5b4\ud559\uc6d0", "\ud559\uc6d0\u00b7\uc5b4\ud559\uc6d0\u00b7\uad50\uc721\uc6d0", "\ud55c\uc2dd \uc74c\uc2dd\uc810\uc5c5", "\ud55c\uc2dd \uc77c\ubc18 \uc74c\uc2dd\uc810\uc5c5", "\ud55c\uc758\uc57d\ud488 \uc81c\uc870\uc5c5", "\ud55c\uc758\uc6d0", "\ud569\uc131\uc218\uc9c0 \ubc0f \uae30\ud0c0 \ud50c\ub77c\uc2a4\ud2f1 \ubb3c\uc9c8 \uc81c\uc870\uc5c5", "\ud56d\uacf5 \ubc0f \uc721\uc0c1 \ud654\ubb3c \ucde8\uae09\uc5c5", "\ud56d\uacf5\uae30\uc6a9 \ubd80\ud488 \uc81c\uc870\uc5c5", "\ud56d\ub9cc \ub0b4 \uc5ec\uac1d \uc6b4\uc1a1\uc5c5", "\ud611\ud68c \ubc0f \ub2e8\uccb4", "\ud611\ud68c\u00b7\ub2e8\uccb4", "\ud638\ud154\u00b7\uc5ec\ud589\u00b7\ud56d\uacf5", "\ud638\ud154\uc5c5", "\ud654\ubb3c\uc6b4\uc1a1 \uc911\uac1c, \ub300\ub9ac \ubc0f \uad00\ub828 \uc11c\ube44\uc2a4\uc5c5", "\ud654\uc7a5\ud488 \uc81c\uc870\uc5c5", "\ud654\ud559\u00b7\uc5d0\ub108\uc9c0\u00b7\ud658\uacbd", "\ud654\ud559\uc12c\uc720\uc9c1\ubb3c \uc9c1\uc870\uc5c5", "\ud658\uacbd", "\ud658\uacbd \uad00\ub828 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc11c\ube44\uc2a4\uc5c5", "\ud658\uacbd\u00b7\uc124\ube44", "\ud658\uacbd\uc124\ube44 \uac74\uc124\uc5c5", "\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\ubc95\ubb34"], ["CAD,\uad6c\uc870\ud574\uc11d,\uae30\uacc4\uc124\uacc4", "CAD,\uae30\uacc4\uc124\uacc4", "CAD,\uc870\uc120\uc124\uacc4", "CNC \ubc00\ub9c1\uae30 \uc870\uc791\uc6d0(NC \ubc00\ub9c1\uae30 \uc870\uc791\uc6d0)", "CNC \uc120\ubc18 \uc870\uc791\uc6d0(NC \uc120\ubc18 \uc870\uc791\uc6d0)", "CNC\u00b7NCT\u00b7MCT,\uacf5\uc791\uae30\uacc4\uc870\uc791", "CNC\u00b7NCT\u00b7MCT,\uacf5\uc791\uae30\uacc4\uc870\uc791,\uae30\uacc4\u00b7\uc124\ube44\uc870\uc791", "CNC\u00b7NCT\u00b7MCT,\uc81c\ud488\uc81c\uc870,\uc81c\ud488\uc0dd\uc0b0", "CRM\ub9c8\ucf00\ud130,\ud328\uc158\ub514\uc790\uc774\ub108,\uc81c\ud488\uc601\uc5c5,\uc601\uc5c5\uad00\ub9ac,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800,\uc2a4\ud0c0\uc77c\ub9ac\uc2a4\ud2b8,\uc790\uc7ac\uad00\ub9ac\uc790", "CS\uac15\uc0ac,\uace0\uac1d\uc9c0\uc6d0,\ud68c\uc6d0\uad00\ub9ac,\uace0\uac1d\uc0c1\ub2f4,\uc77c\ubc18\uc0ac\ubb34,\uc790\ub8cc\uc785\ub825\u00b7DM\ubc1c\uc1a1,\uc0ac\ubb34\uad00\ub9ac,\uc740\ud589,\uce74\ub4dc,\uc1fc\ud551\ubab0\u00b7\ud648\uc1fc\ud551", "H/W \uc5d4\uc9c0\ub2c8\uc5b4", "H/W \uc5d4\uc9c0\ub2c8\uc5b4,\ud68c\ub85c\uc124\uacc4,\uc804\uae30\u00b7\uc804\uc790", "HRD\u00b7\uad50\uc721\u00b7\ud6c8\ub828 \uc804\ubb38\uac00", "IT \uae30\uc220\uc601\uc5c5\uc6d0(\uc804\uc0b0\uc7a5\ube44,\uc18c\ud504\ud2b8\uc6e8\uc5b4)", "IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130", "IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uac74\uc124\u00b7\uac74\ucd95", "IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uc5f0\uad6c\u00b7R&D", "MD,AE(\uad11\uace0\uae30\ud68d\uc790),\ucc44\ub110\uad00\ub9ac\uc790", "MD,\ub9c8\ucf00\ud305\uae30\ud68d,\uc628\ub77c\uc778\ub9c8\ucf00\ud130", "PD\u00b7\uac10\ub3c5,\uc601\uc0c1\ud3b8\uc9d1\uc790,\uc2a4\ud0dc\ud504", "R&D\u00b7\uc5f0\uad6c\uc6d0", "S/W \uc5d4\uc9c0\ub2c8\uc5b4,H/W \uc5d4\uc9c0\ub2c8\uc5b4", "SI(Solution\u00b7System),\uc18c\ud504\ud2b8\uc6e8\uc5b4", "\uac00\uad6c \ubc0f \uae30\ud0c0 \ub3c4\uc7a5\uae30 \uc870\uc791\uc6d0", "\uac00\uc2a4 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uac00\uc2a4\uc6a9\uc811\uc6d0(\uc0b0\uc18c\uc6a9\uc811\uc6d0)", "\uac00\uc871\u00b7\ud559\uad50\u00b7\uc544\ub3d9\u00b7\uccad\uc18c\ub144\u00b7\ub178\uc778\u00b7\uc911\ub3c5 \ub4f1 \uc0c1\ub2f4 \uc804\ubb38\uac00", "\uac04\ud638\uc0ac", "\uac04\ud638\uc870\ubb34\uc0ac", "\uac04\ud638\uc870\ubb34\uc0ac(\uc694\uc591\ubcd1\uc6d0 \uc81c\uc678)", "\uac70\ub9ac \ubc0f \uacf5\uacf5\uc7a5\uc18c \uccad\uc18c\uc6d0(\ud658\uacbd \ubbf8\ud654\uc6d0)", "\uac74\ubb3c \uacbd\ube44\uc6d0(\uccad\uc0ac,\ud559\uad50,\ubcd1\uc6d0,\uc0c1\uac00,\ube4c\ub529,\uacf5\uc7a5 \ub4f1)", "\uac74\ubb3c \uad00\ub9ac\uc6d0", "\uac74\ubb3c \ubcf4\uc218\uc6d0 \ubc0f \uc601\uc120\uc6d0(\uc544\ud30c\ud2b8 \uae30\uacc4\u00b7\uc804\uae30 \uc2dc\uc124\uad00\ub9ac \uc81c\uc678)", "\uac74\ubb3c \uccad\uc18c\uc6d0", "\uac74\ubb3c \uccad\uc18c\uc6d0(\uacf5\uacf5\uac74\ubb3c,\uc544\ud30c\ud2b8,\uc0ac\ubb34\uc2e4,\ubcd1\uc6d0,\uc0c1\uac00,\uacf5\uc7a5 \ub4f1)", "\uac74\ubb3c\u00b7\uac00\uc815\uc6a9 \ub0c9\ub3d9\u00b7\ub0c9\uc7a5\u00b7\uacf5\uc870\uae30 \uc124\uce58\u00b7\uc815\ube44\uc6d0", "\uac74\ubb3c\uad00\ub9ac\u00b7\ubcf4\uc218,\uc804\uae30\uc124\uacc4", "\uac74\ubb3c\uc6a9 \ub0c9\ub09c\ubc29 \uc124\ube44 \uc870\uc791\uc6d0", "\uac74\uc124 \ubc0f \uad11\uc5c5 \uad00\ub828 \uad00\ub9ac\uc790(\ubd80\uc11c\uc7a5)", "\uac74\uc124 \ubc0f \uad11\uc5c5 \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uac74\uc124 \ubc0f \ucc44\uad74\uae30\uacc4 \uc6b4\uc804\uc6d0", "\uac74\uc124 \ubc30\uad00\uacf5", "\uac74\uc124\u00b7\uac74\ucd95", "\uac74\uc124\u00b7\uac74\ucd95,\uc5f0\uad6c\u00b7R&amp;D", "\uac74\uc124\u00b7\uac74\ucd95,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uac74\uc124\u00b7\uac74\ucd95,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uac74\uc124\u00b7\uac74\ucd95,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uac74\uc124\u00b7\uac74\ucd95,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34", "\uac74\uc124\u00b7\uac74\ucd95,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uac74\uc124\u00b7\uac74\ucd95,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uac74\uc124\u00b7\uac74\ucd95,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\uac74\uc124\u00b7\ucc44\uad74 \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uac74\uc124\uc790\uc7ac \uc601\uc5c5\uc6d0", "\uac74\ucd95\uac00(\uac74\ucd95\uc124\uacc4 \ud3ec\ud568)", "\uac74\ucd95\uac10\ub9ac \uae30\uc220\uc790", "\uac74\ucd95\uacf5\ud559 \uae30\uc220\uc790", "\uac74\ucd95\uad6c\uc870 \uae30\uc220\uc790", "\uac74\ucd95\uc124\uacc4,\uc2e4\ub0b4\uacf5\uc0ac,\uac74\ucd95\u00b7\uc124\uacc4\ub514\uc790\uc778,\uc778\ud14c\ub9ac\uc5b4\ub514\uc790\uc778,\uc0f5\ub4dc\ub85c\uc789", "\uac74\ucd95\uc124\ube44 \uae30\uc220\uc790", "\uac74\ucd95\uc2dc\uacf5 \uae30\uc220\uc790(\uac74\ucd95\uacac\uc801 \ud3ec\ud568)", "\uac74\ucd95\uc548\uc804\u00b7\ud658\uacbd\u00b7\ud488\uc9c8\u00b7\uc5d0\ub108\uc9c0\uad00\ub9ac \uae30\uc220\uc790", "\uac8c\uc784 \ub514\uc790\uc774\ub108", "\uacac\uc778\ucc28\u00b7\uc720\uc870\ucc28\u00b7\uad6c\ub09c\ucc28\u00b7\uccad\uc18c\ucc28 \ub4f1 \ud2b9\uc218\ucc28 \uc6b4\uc804\uc6d0", "\uacbd\u00b7\uc18c\ud615 \ud654\ubb3c\ucc28 \uc6b4\uc804\uc6d0", "\uacbd\ub9ac", "\uacbd\ub9ac \uc0ac\ubb34\uc6d0", "\uacbd\ub9ac \uc0ac\ubb34\uc6d0(\uac74\uc124)", "\uacbd\ub9ac \uc0ac\ubb34\uc6d0(\uc6b4\uc218)", "\uacbd\ub9ac \uc0ac\ubb34\uc6d0(\uc77c\ubc18\uc0ac\uc5c5\uccb4)", "\uacbd\ub9ac \uc0ac\ubb34\uc6d0(\uc81c\uc870)", "\uacbd\ub9ac \uc0ac\ubb34\uc6d0(\ud68c\uacc4\u00b7\uc138\ubb34 \uc0ac\ubb34\uc18c)", "\uacbd\ub9ac,\uae09\uc5ec\uad00\ub9ac,\uacb0\uc0b0", "\uacbd\ub9ac,\ucd1d\ubb34,\uc778\uc0ac\uad00\ub9ac", "\uacbd\ub9ac,\ud68c\uacc4,\uc0ac\ubb34\ubcf4\uc870", "\uacbd\uc601 \uae30\ud68d \uc0ac\ubb34\uc6d0", "\uacbd\uc601 \uc9c0\uc6d0 \uad00\ub9ac\uc790", "\uacbd\uc601\u00b7\ube44\uc988\ub2c8\uc2a4 \uae30\ud68d,CEO\u00b7COO\u00b7CTO,PL\u00b7PM\u00b7PO", "\uacbd\uc601\u00b7\ube44\uc988\ub2c8\uc2a4 \uae30\ud68d,\ub9c8\ucf00\ud305\uae30\ud68d,\uacbd\uc601\uc9c0\uc6d0,\uc0ac\ubb34\ub2f4\ub2f9\uc790,\uc0ac\ubb34\ubcf4\uc870,\uc778\uc0ac\ub2f4\ub2f9\uc790,HRD\u00b7HRM,AE(\uad11\uace0\uae30\ud68d\uc790),\ube0c\ub79c\ub4dc\ub9c8\ucf00\ud130,\ud37c\ud3ec\uba3c\uc2a4\ub9c8\ucf00\ud130,CRM\ub9c8\ucf00\ud130,\ucf58\ud150\uce20\ub9c8\ucf00\ud130,\uc601\uc5c5\uad00\ub9ac,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800,\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\uc0dd\uc0b0\u00b7\uacf5\uc815\uad00\ub9ac\uc790,\ud488\uc9c8\uad00\ub9ac\uc790,\ud3ec\uc7a5\u00b7\uac00\uacf5\ub2f4\ub2f9\uc790,\uacf5\uc7a5\uad00\ub9ac\uc790", "\uacbd\uc601\u00b7\ube44\uc988\ub2c8\uc2a4 \uae30\ud68d,\ub9c8\ucf00\ud305\uae30\ud68d,\uc0ac\ubb34\ub2f4\ub2f9\uc790,AE(\uad11\uace0\uae30\ud68d\uc790),\ube0c\ub79c\ub4dc\ub9c8\ucf00\ud130,\ud37c\ud3ec\uba3c\uc2a4\ub9c8\ucf00\ud130,CRM\ub9c8\ucf00\ud130,\uc628\ub77c\uc778\ub9c8\ucf00\ud130,\ucf58\ud150\uce20\ub9c8\ucf00\ud130,\ucc44\ub110\uad00\ub9ac\uc790,\uad11\uace0\ub514\uc790\uc774\ub108,\uc2dc\uac01\ub514\uc790\uc774\ub108,\uc6f9\ub514\uc790\uc774\ub108,UI\u00b7UX\ub514\uc790\uc774\ub108,\uc81c\ud488\uc601\uc5c5,\ubc95\uc778\uc601\uc5c5,\uc601\uc5c5\uad00\ub9ac,\uc601\uc5c5\uc9c0\uc6d0", "\uacbd\uc601\u00b7\ube44\uc988\ub2c8\uc2a4 \uae30\ud68d,\ub9c8\ucf00\ud305\uae30\ud68d,\uc778\uc0ac\ub2f4\ub2f9\uc790,\ud68c\uacc4\ub2f4\ub2f9\uc790,\uad6c\ub9e4\uad00\ub9ac\uc790,\uc790\uc7ac\uad00\ub9ac\uc790,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc544\uc6c3\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc694\ub9ac\uc0ac,\uc81c\uacfc\uc81c\ube75\uc0ac,\ubc14\ub9ac\uc2a4\ud0c0,\uc170\ud504\u00b7\uc8fc\ubc29\uc7a5,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ud640\uc11c\ubc84,\uc18c\ubbc8\ub9ac\uc5d0\u00b7\ubc14\ud150\ub354,\ud638\ud154\uc885\uc0ac\uc790,\ub9e4\uc7a5\uad00\ub9ac\uc790,\ubdf0\ud2f0\u00b7\ubbf8\uc6a9\uc0ac,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800,\ud488\uc9c8\uad00\ub9ac\uc790,\uc2dc\uc124\uad00\ub9ac\uc790", "\uacbd\uc601\u00b7\ube44\uc988\ub2c8\uc2a4 \uae30\ud68d,\ube0c\ub79c\ub4dc\ub9c8\ucf00\ud130,AE(\uad11\uace0\uae30\ud68d\uc790),MD,\ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c\ub514\ub809\ud130,\uc601\uc5c5\uad00\ub9ac", "\uacbd\uc601\u00b7\ube44\uc988\ub2c8\uc2a4 \uae30\ud68d,\uc6f9\uae30\ud68d,\ub9c8\ucf00\ud305\uae30\ud68d,\ucee8\uc124\ud134\ud2b8,\uc0ac\ubb34\ub2f4\ub2f9\uc790,\uc81c\ud488\uc601\uc5c5,\uc11c\ube44\uc2a4\uc601\uc5c5,\uae08\uc735\uc601\uc5c5,\uc601\uc5c5\uad00\ub9ac,\uc601\uc5c5\uc9c0\uc6d0,\ubc95\uc778\uc601\uc5c5", "\uacbd\ud638\u00b7\uacbd\ube44", "\uacbd\ud638\u00b7\uacbd\ube44,\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\uc720\ud1b5\uad00\ub9ac\uc790", "\uacbd\ud638\u00b7\uacbd\ube44,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800,\uc124\uacc4\uc5d4\uc9c0\ub2c8\uc5b4", "\uace0\uac1d \uc0c1\ub2f4\uc6d0(\uae08\uc735\u00b7\ubcf4\ud5d8\u00b7\ubd80\ub3d9\uc0b0)", "\uace0\uac1d \uc0c1\ub2f4\uc6d0(\uc2a4\ud3ec\uce20\u00b7\uc608\uc2dd\u00b7\ud56d\uacf5\u00b7\uc5ec\ud589\u00b7\uc219\ubc15\u00b7\uc624\ub77d)", "\uace0\uac1d \uc0c1\ub2f4\uc6d0(\ud559\uc6d0\u00b7\ud559\uc2b5\uc9c0\u00b7\uc720\ud559\u00b7\uc774\ubbfc)", "\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc758\ub8cc", "\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc758\ub8cc,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uace0\ubb34 \uc555\ucd9c\uc131\ud615\uae30 \uc870\uc791\uc6d0", "\uace0\ubb34\uc81c\ud488 \uc870\ub9bd\uc6d0 \ubc0f \uac80\uc0ac\uc6d0", "\uace1\ubb3c\uac00\uacf5 \uc81c\ud488 \uae30\uacc4 \uc870\uc791\uc6d0", "\uace8\ud504\uce90\ub514,\uc6e8\uc774\ud130,\uc6e8\uc774\ud2b8\ub9ac\uc2a4,\ud640\uc368\ube59,\uc870\ub9ac\uc0ac", "\uacf5\uacf5\u00b7\ubcf5\uc9c0", "\uacf5\uacf5\u00b7\ubcf5\uc9c0,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uacf5\uacf5\u00b7\ubcf5\uc9c0,\uc758\ub8cc", "\uacf5\uad6c \uc870\ub9bd\u00b7\uac80\uc0ac\uc6d0", "\uacf5\uc0ac\ud604\uc7a5 \uacbd\ube44\uc6d0", "\uacf5\uc5c5 \ubc30\uad00\uacf5(\ud50c\ub79c\ud2b8,\ud56d\uacf5,\uc120\ubc15,\ucca0\ub3c4\ucc28\ub7c9)", "\uacf5\uc5c5\uae30\uacc4 \uc124\uce58 \ubc0f \uc815\ube44\uc6d0", "\uacf5\uc791\uae30\uacc4\uc870\uc791,CNC\u00b7NCT\u00b7MCT", "\uacf5\uc791\uae30\uacc4\uc870\uc791,\uae30\uacc4\u00b7\uc124\ube44\uc870\uc791,\uae08\uc18d\uacf5\uc791", "\uacf5\uc791\uae30\uacc4\uc870\uc791,\uc81c\ud488\uc0dd\uc0b0,\uc624\ud37c\ub808\uc774\ud130(Operator)", "\uacf5\uc815\uad00\ub9ac,\uc0dd\uc0b0\uad00\ub9ac,\uc81c\ud488\uc0dd\uc0b0,\ud488\uc9c8\uad00\ub9ac", "\uacf5\uc815\uc5d4\uc9c0\ub2c8\uc5b4,\uc81c\ud488\u00b7\uacf5\uc815,\uae30\uacc4\uc124\uacc4", "\uacfc\uc2e4 \ubc0f \ucc44\uc18c\uac00\uacf5 \uad00\ub828 \uae30\uacc4 \uc870\uc791\uc6d0", "\uad00\uad11 \ubc0f \ud1b5\uadfc\u00b7\ud1b5\ud559\u00b7\ud559\uc6d0 \ubc0f \uae30\ud0c0 \ubc84\uc2a4 \uc6b4\uc804\uc6d0", "\uad11\uace0\u00b7\ud64d\ubcf4 \uc804\ubb38\uac00", "\uad11\uace0\ub514\uc790\uc774\ub108", "\uad50\uc0ac\ubcf4\uc870 \ubc0f \uad00\ub828 \uc885\uc0ac\uc6d0", "\uad50\uc721", "\uad50\uc721,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34", "\uad50\uc721,\uacf5\uacf5\u00b7\ubcf5\uc9c0,\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\uad50\uc721,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34", "\uad50\uc721,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uad50\uc7ac\u00b7\uad50\uad6c \ubc0f e-learning \uad50\uc721 \uc804\ubb38\uac00", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uac74\uc124\u00b7\uac74\ucd95", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uac74\uc124\u00b7\uac74\ucd95", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uac74\uc124\u00b7\uac74\ucd95,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34", "\uad6d\uac00\u00b7\uc9c0\ubc29\ud589\uc815 \uc0ac\ubb34\uc6d0", "\uad6d\uc5b4 \uac15\uc0ac", "\uad74\ucc29\uae30(\uad74\uc0ad\uae30,\ud3ec\ud074\ub808\uc778) \uc6b4\uc804\uc6d0", "\uadf8 \uc678 \uc0ac\ud68c\ubcf5\uc9c0 \uc885\uc0ac\uc6d0", "\uadf8\ub77c\ube44\uc5b4 \uc778\uc1c4\uae30 \uc870\uc791\uc6d0", "\uadf8\ub798\ud53d\ub514\uc790\uc774\ub108,\uc2dc\uac01\ub514\uc790\uc774\ub108,\uc77c\ub7ec\uc2a4\ud2b8\ub808\uc774\ud130", "\uae08\uc18d \uacf5\uc791\uae30\uacc4 \uc870\uc791\uc6d0", "\uae08\uc18d \uc5f4\ucc98\ub9ac\ub85c \uc870\uc791\uc6d0", "\uae08\uc18d\u00b7\uc7ac\ub8cc\uacf5\ud559 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uae08\uc18d\uac00\uacf5 \uae30\uacc4 \uc870\uc791\uc6d0", "\uae08\uc18d\uc808\uace1\uae30 \uc870\uc791\uc6d0(\ubc34\ub529\uae30 \uc870\uc791\uc6d0)", "\uae08\uc18d\uc81c\ud488 \ub3c4\uc7a5\uae30 \uc870\uc791\uc6d0", "\uae08\uc735\u00b7\ubcf4\ud5d8", "\uae08\uc735\u00b7\ubcf4\ud5d8,\uac74\uc124\u00b7\uac74\ucd95", "\uae08\uc735\u00b7\ubcf4\ud5d8,\uad50\uc721,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\uae08\uc735\u00b7\ubcf4\ud5d8,\uc758\ub8cc", "\uae08\uc735\u00b7\ubcf4\ud5d8,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uae08\uc735\uc0ac\ubb34(\ud154\ub7ec)", "\uae08\uc735\uc0ac\ubb34,\ubcf4\ud5d8\uc124\uacc4\uc0ac,\uc2ec\uc0ac,\uae08\uc735\uc601\uc5c5,\uc0ac\ubb34\ubcf4\uc870", "\uae08\uc735\uc0ac\ubb34,\uc2ec\uc0ac,\uc740\ud589\uc6d0\u00b7\ud154\ub7ec,\uae08\uc735\uc601\uc5c5,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8", "\uae08\ud615,\uc6a9\uc811\u00b7\ud654\uc5fc\uc808\ub2e8", "\uae08\ud615\uc6d0", "\uae08\ud615\uc81c\uc870 \ubcf4\uc870\uc6d0", "\uae30\uacc4 \ubd80\ud488 \uc870\ub9bd\uc6d0", "\uae30\uacc4\u00b7\uae08\uc18d \ubd84\uc57c \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uae30\uacc4\u00b7\uae08\uc18d \uc81c\ub3c4\uc0ac(\uce90\ub4dc\uc6d0)", "\uae30\uacc4\u00b7\uae08\uc18d\u00b7\ube44\uae08\uc18d \uc81c\uc870 \uad00\ub9ac\uc790(\uacf5\uc7a5\uc7a5)", "\uae30\uacc4\u00b7\uae08\uc18d\u00b7\uc804\uae30\u00b7\uc804\uc790 \uac15\uc0ac", "\uae30\uacc4\u00b7\uc124\ube44\uc870\uc791,\uc804\uae30\uc124\ube44", "\uae30\uacc4\uac10\ub9ac \uae30\uc220\uc790", "\uae30\uacc4\uacf5\ud559 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uae30\uacc4\uc124\uacc4,CAD", "\uae30\uacc4\uc124\uacc4,\uc870\uc120,\uc870\uc120\uc124\uacc4", "\uae30\uacc4\uc124\uce58\u00b7\uc815\ube44", "\uae30\uacc4\uc5d4\uc9c0\ub2c8\uc5b4,\uc2dc\uc124\uad00\ub9ac\uc790,\uc548\uc804\uad00\ub9ac\uc790,\uc804\uae30\uae30\uc0ac,\uc2dc\uacf5\uae30\uc0ac,\ud658\uacbd\ubbf8\ud654\uc6d0,\uc2a4\ud3ec\uce20\uac15\uc0ac", "\uae30\uacc4\uc5d4\uc9c0\ub2c8\uc5b4,\ud654\ud559\uc5d4\uc9c0\ub2c8\uc5b4,\ud544\ub4dc\uc5d4\uc9c0\ub2c8\uc5b4", "\uae30\uacc4\uc7a5\ube44 \uae30\uc220\uc601\uc5c5\uc6d0", "\uae30\uc220 \uc601\uc5c5\uc6d0", "\uae30\ud0c0 \uac74\uc124 \uad00\ub828 \uae30\ub2a5 \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \uac74\uc124 \uae30\ub2a5\uc6d0(\uac74\ubb3c\ud574\uccb4,\uc815\ud654\uc870\uc124\uce58,\ubc29\uc74c\ubcbd\uc124\uce58 \ub4f1)", "\uae30\ud0c0 \uac74\uc124\u00b7\uc804\uae30 \ubc0f \uc0dd\uc0b0 \uad00\ub828 \uad00\ub9ac\uc790", "\uae30\ud0c0 \uacbd\ud638 \ubc0f \ubcf4\uc548 \uad00\ub828 \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \uacf5\uc5c5\uae30\uacc4 \uc124\uce58\u00b7\uc815\ube44\uc6d0", "\uae30\ud0c0 \uad50\uc0ac\ubcf4\uc870 \ubc0f \uc544\ub3d9\ub3cc\ubd04 \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \uae08\uc18d\uacf5\uc791\uae30\uacc4 \uc870\uc791\uc6d0 \ubc0f \ubcf4\uc870\uc6d0", "\uae30\ud0c0 \uae08\uc735 \uc0ac\ubb34\uc6d0(\uce74\ub4dc\uc0ac\u00b7\uc2e0\ud611\u00b7\uc0c8\ub9c8\uc744\uae08\uace0\u00b7\ud560\ubd80\uc0ac, \uc6b0\uccb4\uad6d(\uae08\uc735\ubd80\ubb38) \ub4f1)", "\uae30\ud0c0 \uae30\uacc4 \uc870\ub9bd\u00b7\uac80\uc0ac\uc6d0", "\uae30\ud0c0 \uae30\uacc4 \uc870\uc791\uc6d0", "\uae30\ud0c0 \uae30\uc220\uc601\uc5c5\uc6d0", "\uae30\ud0c0 \ub3cc\ubd04 \ubc0f \ubcf4\uac74 \uc11c\ube44\uc2a4 \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \ubc30\ub2ec\uc6d0", "\uae30\ud0c0 \ubc30\ub2ec\uc6d0(\ube44\uc815\uae30 \ubc30\ub2ec\uc6d0)", "\uae30\ud0c0 \ubcf4\uac74\u00b7\uc758\ub8cc \uc11c\ube44\uc2a4 \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \ube44\uae08\uc18d\uc81c\ud488 \uad00\ub828 \uc0dd\uc0b0\uae30 \uc870\uc791\uc6d0", "\uae30\ud0c0 \uc0ac\ubb34 \uc9c0\uc6d0 \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \uc0ac\ud68c\ubcf5\uc9c0 \uc804\ubb38\uac00 \ubc0f \uad00\ub828 \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \uc11c\ube44\uc2a4 \uad00\ub828 \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \uc11c\ube44\uc2a4 \ub2e8\uc21c\uc885\uc0ac\uc6d0(\uc0ac\uc6b0\ub098,\ucc1c\uc9c8\ubc29 \uc815\ub9ac\uc6d0 \ub4f1)", "\uae30\ud0c0 \uc12c\uc720 \ubc0f \uac00\uc8fd \uad00\ub828 \uae30\ub2a5 \uc885\uc0ac\uc6d0(\uc758\ubcf5\u00b7\uc9c1\ubb3c \uac80\uc0ac \ub4f1)", "\uae30\ud0c0 \uc2dd\uc74c\ub8cc \uc11c\ube44\uc2a4 \uc885\uc0ac\uc6d0(\ubcd1\uc6d0 \ubc30\uc2dd\uc6d0)", "\uae30\ud0c0 \uc2dd\ud488 \uac00\uacf5 \uad00\ub828 \uae30\ub2a5 \uc885\uc0ac\uc6d0(\uac74\uac15\uc6d0,\ud0d5\uc81c\uc6d0 \ub4f1)", "\uae30\ud0c0 \uc2dd\ud488\uac00\uacf5 \uad00\ub828 \uae30\uacc4 \uc870\uc791\uc6d0(\uc720\uc9c0, \uc7a5\ub958, \uc870\ubbf8\uc2dd\ud488, \uc124\ud0d5, \ucee4\ud53c, \ub2f4\ubc30 \ub4f1)", "\uae30\ud0c0 \uc601\uc5c5\uc6d0", "\uae30\ud0c0 \uc6a9\uc811\uc6d0", "\uae30\ud0c0 \uc6b4\uc1a1 \ubc0f \ubb34\uc5ed \uc0ac\ubb34\uc6d0", "\uae30\ud0c0 \uc758\ub8cc\ubcf5\uc9c0 \uad00\ub828 \uc11c\ube44\uc2a4\uc885\uc0ac\uc6d0", "\uae30\ud0c0 \uc758\ub8cc\ubcf5\uc9c0 \uad00\ub828 \uc11c\ube44\uc2a4\uc885\uc0ac\uc6d0,\uc0ac\ud68c\ubcf5\uc9c0\uc0ac", "\uae30\ud0c0 \uc790\ub3d9\ucc28 \uc6b4\uc804\uc6d0", "\uae30\ud0c0 \uc790\ub3d9\ucc28 \uc6b4\uc804\uc6d0(\ub80c\ud130\uce74,\uad6c\uae09\ucc28,\uc6b0\ud3b8\ucc28,\uc790\ub3d9\ucc28\uc120\uc801 \ub4f1)", "\uae30\ud0c0 \uc804\uae30\u00b7\uc804\uc790 \uc124\ube44 \uc870\uc791\uc6d0", "\uae30\ud0c0 \uc804\uae30\u00b7\uc804\uc790\uae30\uae30 \uc124\uce58 \ubc0f \uc218\ub9ac\uc6d0", "\uae30\ud0c0 \uc804\uc790 \ubd80\ud488\u00b7\uc81c\ud488 \uc870\ub9bd\u00b7\uac80\uc0ac\uc6d0", "\uae30\ud0c0 \uc815\ubcf4 \ud1b5\uc2e0\uae30\uae30 \uc124\uce58 \ubc0f \uc218\ub9ac\uc6d0", "\uae30\ud0c0 \uc815\ubd80 \ud589\uc815 \uc0ac\ubb34\uc6d0", "\uae30\ud0c0 \uc81c\ub3c4\uc0ac(\uce90\ub4dc\uc6d0)", "\uae30\ud0c0 \uc81c\uc870 \uad00\ub828 \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \uc870\ub9ac\uc0ac", "\uae30\ud0c0 \uc9c1\ubb3c\u2027\uc2e0\ubc1c \uad00\ub828 \uae30\uacc4 \uc870\uc791\uc6d0", "\uae30\ud0c0 \ucc44\uad74 \ubc0f \ud1a0\ubaa9 \uad00\ub828 \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \uccad\uc18c \uad00\ub828 \uc885\uc0ac\uc6d0(\ub180\uc774\uacf5\uc6d0 \ub4f1)", "\uae30\ud0c0 \ucd95\uc0b0 \ubc0f \uc0ac\uc721 \uad00\ub828 \uc885\uc0ac\uc6d0(\uc591\ubd09\u00b7\uac10\ubcc4\u00b7\ub3d9\ubb3c\uc6d0\uc0ac\uc721\u00b7\uc2e4\ud5d8\ub3d9\ubb3c\uc0ac\uc721 \ub4f1)", "\uae30\ud0c0 \ud310\ub9e4 \uad00\ub828 \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uae30\ud0c0 \ud310\ub9e4 \ubc0f \uace0\uac1d \uc11c\ube44\uc2a4 \uad00\ub9ac\uc790", "\uae30\ud68d\u00b7\uc804\ub7b5", "\uae30\ud68d\u00b7\uc804\ub7b5,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130", "\uae30\ud68d\u00b7\uc804\ub7b5,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uc5f0\uad6c\u00b7R&D", "\uae30\ud68d\u00b7\uc804\ub7b5,\uad50\uc721", "\uae30\ud68d\u00b7\uc804\ub7b5,\uad50\uc721,\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\uae30\ud68d\u00b7\uc804\ub7b5,\uad50\uc721,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uae30\ud68d\u00b7\uc804\ub7b5,\uc5f0\uad6c\u00b7R&D", "\uae30\ud68d\u00b7\uc804\ub7b5,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uae30\ud68d\u00b7\uc804\ub7b5,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uae30\ud68d\u00b7\uc804\ub7b5,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\uae30\ud68d\u00b7\uc804\ub7b5,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\uae30\ud68d\u00b7\uc804\ub7b5,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uae40\uce58 \ubc0f \ubc11\ubc18\ucc2c \uc81c\uc870 \uc885\uc0ac\uc6d0", "\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac", "\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\ubc30\ub2ec\uae30\uc0ac", "\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\ubc30\ub2ec\uae30\uc0ac,\uc218\ud589\u00b7\uc6b4\uc804\uae30\uc0ac", "\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\ubc30\ub2ec\uae30\uc0ac,\uc218\ud589\u00b7\uc6b4\uc804\uae30\uc0ac,\ud654\ubb3c\u00b7\uc911\uc7a5\ube44\uae30\uc0ac,\uc81c\ud488\uc601\uc5c5,\uc11c\ube44\uc2a4\uc601\uc5c5", "\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\ubc30\ub2ec\uae30\uc0ac,\ud654\ubb3c\u00b7\uc911\uc7a5\ube44\uae30\uc0ac", "\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\uc218\ud589\u00b7\uc6b4\uc804\uae30\uc0ac,\ud654\ubb3c\u00b7\uc911\uc7a5\ube44\uae30\uc0ac", "\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\uc790\uc7ac\uad00\ub9ac\uc790", "\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\ud654\ubb3c\u00b7\uc911\uc7a5\ube44\uae30\uc0ac", "\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\ud654\ubb3c\u00b7\uc911\uc7a5\ube44\uae30\uc0ac,\uc218\ud589\u00b7\uc6b4\uc804\uae30\uc0ac", "\ub0a9\ud488\uad00\ub9ac", "\ub0b4\uc120 \uc804\uae30\uacf5", "\ub0b4\uc120 \uc804\uae30\uacf5(\uac74\ubb3c \ub0b4 \uc804\uae30\uacf5\uc0ac\uc6d0)", "\ub0b4\uc7a5 \ubaa9\uacf5(\uc778\ud14c\ub9ac\uc5b4 \ubaa9\uacf5 - \ub098\ubb34\ucc3d\ud638, \uc8fc\ubc29\uac00\uad6c, \uc2f1\ud06c\ub300, \uc778\ud14c\ub9ac\uc5b4 \uce58\uc7a5)", "\ub0c9\ub09c\ubc29 \uad00\ub828 \uc124\ube44 \uc870\uc791\uc6d0", "\ub0c9\ub09c\ubc29\u00b7\uacf5\uc870\uacf5\ud559 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\ub0c9\ub3d9\u00b7\ub0c9\uc7a5\u00b7\uacf5\uc870\uae30 \uc124\uce58 \ubc0f \uc815\ube44\uc6d0", "\ub178\uc120\ubc84\uc2a4 \uc6b4\uc804\uc6d0(\uc2dc\ub0b4, \ub9c8\uc744, \uc2dc\uc678, \uace0\uc18d)", "\ub178\uc778 \ub3cc\ubd04 \uc885\uc0ac\uc6d0", "\ub178\uc778 \uc0dd\ud65c\uc9c0\ub3c4\uc6d0", "\ub180\uc774\u00b7\uc74c\uc545\u00b7\ubbf8\uc220\u00b7\ub3c5\uc11c \ub4f1 \uce58\ub8cc\uc0ac", "\ub18d\ub9bc\uc5b4\uc5c5 \ubc0f \uae30\ud0c0 \uc0dd\uc0b0 \uad00\ub9ac\uc790", "\ub2e4\uc774\uce90\uc2a4\ud305 \uae08\ud615 \uc81c\uc870\uc6d0", "\ub2e8\uc21c \uacbd\ub9ac \uc0ac\ubb34\uc6d0", "\ub2e8\uc21c \uc0ac\uc0c1\uc6d0(\uc6a9\uc811\uc0ac\uc0c1 \uc81c\uc678-\uc6a9\uc811\uc6d0\uad6c\ubd84)", "\ub2e8\uccb4 \uae09\uc2dd \ubcf4\uc870\uc6d0", "\ub2e8\uccb4\uae09\uc2dd \uc870\ub9ac\uc0ac", "\ub300\uc5ec \uc81c\ud488 \ubc29\ubb38 \uc810\uac80\uc6d0", "\ub300\ud615\ub9c8\ud2b8 \ud310\ub9e4\uc6d0", "\ub370\uc2a4\ud06c \uc548\ub0b4\uc6d0", "\ub370\uc774\ud130\uc0ac\uc774\uc5b8\ud2f0\uc2a4\ud2b8,\ub370\uc774\ud130\uc5d4\uc9c0\ub2c8\uc5b4,\uba38\uc2e0\ub7ec\ub2dd\uc5d4\uc9c0\ub2c8\uc5b4", "\ub3c4\uae08 \ubc0f \uae08\uc18d \ubd84\ubb34\uae30 \uc870\uc791\uc6d0", "\ub3c4\ub85c \uc6b4\uc1a1 \uc0ac\ubb34\uc6d0(\ubc30\ucc28\uc0ac\ubb34 \ud3ec\ud568)", "\ub3c4\uc7a5\uae30 \uc870\uc791\uc6d0", "\ub4dc\ub9b4\ub9c1\uae30 \ubc0f \ubcf4\ub9c1\uae30 \uc870\uc791\uc6d0", "\ub514\uc790\uc778", "\ub514\uc790\uc778,\uac74\uc124\u00b7\uac74\ucd95", "\ub514\uc790\uc778,\uac74\uc124\u00b7\uac74\ucd95,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ub514\uc790\uc778,\uac74\uc124\u00b7\uac74\ucd95,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\ub514\uc790\uc778,\uac74\uc124\u00b7\uac74\ucd95,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\ub514\uc790\uc778,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\ub514\uc790\uc778,\uae30\ud68d\u00b7\uc804\ub7b5", "\ub514\uc790\uc778,\uae30\ud68d\u00b7\uc804\ub7b5,\uac74\uc124\u00b7\uac74\ucd95", "\ub514\uc790\uc778,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ub808\uc774\uc800 \uc808\ub2e8\uc6d0", "\ub80c\uc988 \uac00\uacf5\uae30\uacc4 \uc870\uc791\uc6d0", "\ub9c8\ucf00\ud305\u00b7\uad11\uace0\u00b7\ud64d\ubcf4\u00b7\uc0c1\ud488\uae30\ud68d \uc0ac\ubb34\uc6d0", "\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac", "\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uad50\uc721", "\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uae30\ud68d\u00b7\uc804\ub7b5", "\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\ub514\uc790\uc778", "\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\ub514\uc790\uc778,\uae30\ud68d\u00b7\uc804\ub7b5,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\ub9c8\ucf00\ud305\uae30\ud68d,\uc601\uc5c5\uad00\ub9ac,\uc758\ub8cc\uae30\uc0ac", "\ub9c8\ucf00\ud305\uae30\ud68d,\uc628\ub77c\uc778\ub9c8\ucf00\ud305,CRM", "\ub9c8\ucf00\ud305\uae30\ud68d,\uc628\ub77c\uc778\ub9c8\ucf00\ud305,\uc0c1\ud488MD,\uc0c1\ud488\uae30\ud68d", "\ub9c8\ucf00\ud305\uae30\ud68d,\uc81c\ud488\uc601\uc5c5,\ud574\uc678\uc601\uc5c5,\ubc95\uc778\uc601\uc5c5,IT\u00b7\uae30\uc220\uc601\uc5c5,\uc601\uc5c5\uad00\ub9ac", "\ub9e4\uc7a5 \uacc4\uc0b0\uc6d0", "\ub9e4\uc7a5 \uacc4\uc0b0\uc6d0 \ubc0f \uc694\uae08 \uc815\uc0b0\uc6d0", "\ub9e4\uc7a5 \uc815\ub9ac\uc6d0(\ub9e4\uc7a5 \ubcf4\uc870\uc6d0)", "\ub9e4\uc7a5\uad00\ub9ac,\ub9e4\ub2c8\uc838,\ud640\uc368\ube59,\uc18c\ubbc8\ub9ac\uc5d0", "\ub9e4\uc7a5\uad00\ub9ac\uc790", "\ub9e4\uc7a5\uad00\ub9ac\uc790,\ubdf0\ud2f0\u00b7\ubbf8\uc6a9\uc0ac,\uc2a4\ud0c0\uc77c\ub9ac\uc2a4\ud2b8", "\ub9e4\uc7a5\uad00\ub9ac\uc790,\ubdf0\ud2f0\u00b7\ubbf8\uc6a9\uc0ac,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\ub9e4\uc7a5\uad00\ub9ac\uc790,\ubdf0\ud2f0\u00b7\ubbf8\uc6a9\uc0ac,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc2a4\ud0c0\uc77c\ub9ac\uc2a4\ud2b8", "\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc2a4\ud0c0\uc77c\ub9ac\uc2a4\ud2b8,\uc2b9\ubb34\uc6d0", "\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8", "\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\ub9e4\uc7a5\uad00\ub9ac\uc790,\ud640\uc11c\ubc84,\uc8fc\ubc29\ubcf4\uc870", "\uba38\uc2dc\ub2dd\uc13c\ud130(MCT) \uc870\uc791\uc6d0", "\uba74\uc138\uc810 \ud310\ub9e4\uc6d0", "\ubaa9\uc7ac \uac00\uacf5\uae30\uacc4 \uc870\uc791\uc6d0", "\ubaa9\uc81c\ud488 \uc81c\uc870 \uad00\ub828 \uc885\uc0ac\uc6d0", "\ubb34\uc120\ud1b5\uc2e0,\ub300\ub9ac\uc810\u00b7\uac00\ub9f9\uc810\uad00\ub9ac", "\ubb34\uc5ed \uc0ac\ubb34\uc6d0", "\ubb34\uc5ed \uc0ac\ubb34\uc6d0(\uc601\uc5b4)", "\ubb34\uc5ed \uc0ac\ubb34\uc6d0(\uc77c\ubcf8\uc5b4)", "\ubb34\uc5ed\uc0ac\ubb34\uc6d0", "\ubb3c\uac74\u00b7\uc774\uc0bf\uc9d0 \uc6b4\ubc18\uc6d0", "\ubb3c\ub958 \uc0ac\ubb34\uc6d0(\ubb3c\ub958 \uad00\ub9ac\uc0ac)", "\ubb3c\ub958\uad00\ub9ac,\uc6b4\ubc18\u00b7\ud558\uc5ed,\uc785\ucd9c\uace0\uad00\ub9ac,\ucc3d\uace0\uad00\ub9ac,\ub3c4\ub85c\uc6b4\uc1a1\u00b7\ubc30\ucc28,\ub808\ubbf8\ucf58\u00b7\ucf58\ud06c\ub9ac\ud2b8\ud38c\ud504\uce74,\uacbd\ud654\ubb3c\ucc28,\uc790\uac00\uc6a9,\ud2b8\ub7ed,\ud2b8\ub808\uc77c\ub7ec\u00b7\ub364\ud504\ud2b8\ub7ed", "\ubb3c\ub958\uad00\ub9ac,\uc6b4\ubc18\u00b7\ud558\uc5ed,\uc785\ucd9c\uace0\uad00\ub9ac,\ucc3d\uace0\uad00\ub9ac,\ub3c4\ub85c\uc6b4\uc1a1\u00b7\ubc30\ucc28,\ub808\ubbf8\ucf58\u00b7\ucf58\ud06c\ub9ac\ud2b8\ud38c\ud504\uce74,\uacbd\ud654\ubb3c\ucc28,\ud2b8\ub7ed,\ud2b8\ub808\uc77c\ub7ec\u00b7\ub364\ud504\ud2b8\ub7ed,\uc720\uc870\ucc28\ub7c9", "\ubb3c\ub958\uad00\ub9ac,\uc785\ucd9c\uace0\uad00\ub9ac,\ucc3d\uace0\uad00\ub9ac,\ub808\ubbf8\ucf58\u00b7\ucf58\ud06c\ub9ac\ud2b8\ud38c\ud504\uce74,\uc790\uac00\uc6a9,\ud2b8\ub7ed,\ud2b8\ub808\uc77c\ub7ec\u00b7\ub364\ud504\ud2b8\ub7ed,\uc6b4\ubc18\u00b7\ud558\uc5ed,\ub3c4\ub85c\uc6b4\uc1a1\u00b7\ubc30\ucc28,\uacbd\ud654\ubb3c\ucc28", "\ubb3c\ub958\uad00\ub9ac,\uc785\ucd9c\uace0\uad00\ub9ac,\ucc3d\uace0\uad00\ub9ac,\uc6b4\ubc18\u00b7\ud558\uc5ed", "\ubb3c\ub958\uad00\ub9ac,\uc9c0\uac8c\ucc28,\uc785\ucd9c\uace0\uad00\ub9ac", "\ubb3c\ub958\uad00\ub9ac\uc790,\uad6c\ub9e4\uad00\ub9ac\uc790,\uc790\uc7ac\uad00\ub9ac\uc790,\uc720\ud1b5\uad00\ub9ac\uc790,\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\uc11c\ube44\uc2a4\uc601\uc5c5", "\ubb3c\ub958\uad00\ub9ac\uc790,\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\uacbd\ud638\u00b7\uacbd\ube44", "\ubb3c\ub958\uad00\ub9ac\uc790,\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\ud654\ubb3c\u00b7\uc911\uc7a5\ube44\uae30\uc0ac", "\ubb3c\ub958\uad00\ub9ac\uc790,\uc720\ud1b5\uad00\ub9ac\uc790,\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac", "\ubb3c\ub958\uad00\ub9ac\uc790,\uc720\ud1b5\uad00\ub9ac\uc790,\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\ubc30\ub2ec\uae30\uc0ac,\ud654\ubb3c\u00b7\uc911\uc7a5\ube44\uae30\uc0ac", "\ubb3c\ub9ac \ubc0f \uc791\uc5c5 \uce58\ub8cc\uc0ac", "\ubb3c\ub9ac\uce58\ub8cc\uc0ac", "\ubb3c\ud488 \uc774\ub3d9 \uc7a5\ube44 \uc124\uce58 \ubc0f \uc815\ube44\uc6d0", "\ubb3c\ud488 \uc774\ub3d9 \uc7a5\ube44 \uc870\uc791\uc6d0", "\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20", "\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\uacf5\uacf5\u00b7\ubcf5\uc9c0,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\uae30\ud68d\u00b7\uc804\ub7b5", "\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\ub514\uc790\uc778", "\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\ub514\uc790\uc778,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130", "\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\ub514\uc790\uc778,\uae30\ud68d\u00b7\uc804\ub7b5,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\ub514\uc790\uc778", "\ubbf8\uc220 \uac15\uc0ac", "\ubbf8\uc6a9\u00b7\uc5ec\ud589\u00b7\uc219\ubc15\u00b7\uc624\ub77d \uc11c\ube44\uc2a4 \uad00\ub9ac\uc790", "\ubc14\ub9ac\uc2a4\ud0c0", "\ubc14\ub9ac\uc2a4\ud0c0,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\ubc14\ub9ac\uc2a4\ud0c0,\uc8fc\ubc29\ubcf4\uc870,\ub9e4\uc7a5\uad00\ub9ac\uc790", "\ubc14\ub9ac\uc2a4\ud0c0,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ub9e4\uc7a5\uad00\ub9ac\uc790", "\ubc14\ub9ac\uc2a4\ud0c0,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ub9e4\uc7a5\uad00\ub9ac\uc790,\ud488\uc9c8\uad00\ub9ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\ubc14\ub9ac\uc2a4\ud0c0,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ud640\uc11c\ubc84", "\ubc14\ub9ac\uc2a4\ud0c0,\ud640\uc11c\ubc84", "\ubc18\ub3c4\uccb4", "\ubc18\ub3c4\uccb4,\ud488\uc9c8\uac80\uc0ac,\uc81c\ud488\ud3ec\uc7a5", "\ubc18\ub3c4\uccb4\uacf5\ud559 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\ubc29\uc1a1 \uad00\ub828 \uc7a5\ube44 \uc124\uce58 \ubc0f \uc218\ub9ac\uc6d0", "\ubc29\uc5ed\u00b7\ubc29\uc7ac\uae30\uc0ac", "\ubc29\uc5ed\u00b7\ubc29\uc7ac\uae30\uc0ac,\ud658\uacbd\ubbf8\ud654\uc6d0", "\ubc29\uc5ed\uc6d0(\ud574\ucda9\ud1f4\uce58\uc6d0 \ud3ec\ud568)", "\ubc29\uc7ac \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\ubc30\uad00 \ubcf4\uc870\uc6d0", "\ubc30\ub2ec\uae30\uc0ac", "\ubc30\uc1a1\u00b7\ub0a9\ud488 \uc6b4\uc804\uc6d0(\ub0a9\ud488\uc601\uc5c5 \ud3ec\ud568)", "\ubc31\uc5d4\ub4dc\uac1c\ubc1c\uc790,\uc2dc\uc2a4\ud15c\uc5d4\uc9c0\ub2c8\uc5b4,\ub124\ud2b8\uc6cc\ud06c\uc5d4\uc9c0\ub2c8\uc5b4,\ubcf4\uc548\uc5d4\uc9c0\ub2c8\uc5b4,\ud074\ub77c\uc6b0\ub4dc\uc5d4\uc9c0\ub2c8\uc5b4,\uc18c\ud504\ud2b8\uc6e8\uc5b4\uac1c\ubc1c\uc790", "\ubc31\ud654\uc810 \ud310\ub9e4\uc6d0", "\ubc84\uc2a4 \uc6b4\uc804\uc6d0", "\ubc84\uc2a4\u00b7\uc2b9\ud569\ucc28,\uac04\ud638\uc0ac,\uc784\uc0c1\ubcd1\ub9ac\uc0ac,\uad6c\uae09\ucc28,\uc790\uac00\uc6a9,\uac04\ud638\uc870\ubb34\uc0ac", "\ubc94\uc6a9 \ubc00\ub9c1\uae30\uc870\uc791\uc6d0", "\ubc94\uc6a9 \uc120\ubc18 \uc870\uc791\uc6d0", "\ubc95\ub960 \uc0ac\ubb34\uc6d0(\ubc95\uc6d0, \ub85c\ud38c, \ubc95\ubb34\uc0ac\ubb34\uc18c \ub4f1)", "\ubc95\ubb34\ub2f4\ub2f9\uc790,\uae08\uc735\uc0ac\ubb34,\uc740\ud589\uc6d0\u00b7\ud154\ub7ec", "\ubcd1\uc6d0 \uae09\uc2dd \uc870\ub9ac\uc0ac", "\ubcd1\uc6d0 \ucf54\ub514\ub124\uc774\ud130", "\ubcd1\uc6d0\ud589\uc815 \uc0ac\ubb34\uc6d0(\uc6d0\ubb34)", "\ubcf4\uac74\uad00\ub9ac\uc790,\uc548\uc804\uad00\ub9ac\uc790,\ubc31\uc5d4\ub4dc\uac1c\ubc1c\uc790,\ud504\ub860\ud2b8\uc5d4\ub4dc\uac1c\ubc1c\uc790,\uc6f9\uac1c\ubc1c\uc790,\uc18c\ud504\ud2b8\uc6e8\uc5b4\uac1c\ubc1c\uc790,\ub124\ud2b8\uc6cc\ud06c\uc5d4\uc9c0\ub2c8\uc5b4,\uc571\uac1c\ubc1c\uc790,\uac74\ucd95\uac00,\uac74\ucd95\uae30\uc0ac,\uc2dc\uc124\uad00\ub9ac\uc790,\ud604\uc7a5\uad00\ub9ac\uc790,\uae30\uacc4\uc5d4\uc9c0\ub2c8\uc5b4,\ud488\uc9c8\uad00\ub9ac\uc790", "\ubcf4\uc548 \uad00\uc81c\uc6d0", "\ubcf4\uc721 \uad00\ub828 \uc2dc\uc124 \ub3cc\ubd04 \uc885\uc0ac\uc6d0", "\ubcf4\uc721\uad50\uc0ac", "\ubcf4\ud5d8 \uc2ec\uc0ac\uc6d0 \ubc0f \uc0ac\ubb34\uc6d0", "\ubcf4\ud5d8\uacc4\uc57d\uc2ec\uc0ac,\uac74\uac15\ubcf4\ud5d8\uc2ec\uc0ac\uccad\uad6c\uc9c1", "\ubdf0\ud2f0\u00b7\ubbf8\uc6a9\uc0ac", "\ube44\ud30c\uad34 \uac80\uc0ac\uc6d0", "\ube4c\ub529 \uad00\ub9ac\uc18c\uc7a5", "\ube4c\ub529 \uc804\uae30\uad00\ub9ac\uc6d0", "\uc0ac\ubb34 \ubcf4\uc870\uc6d0(\uacf5\uacf5\uae30\uad00)", "\uc0ac\ubb34 \ubcf4\uc870\uc6d0(\uc77c\ubc18\uc0ac\uc5c5\uccb4)", "\uc0ac\ubb34\ub2f4\ub2f9\uc790,\uae08\uc735\uc0ac\ubb34", "\uc0ac\ubb34\ub2f4\ub2f9\uc790,\ube44\uc11c,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8", "\uc0ac\ubb34\ub2f4\ub2f9\uc790,\uc0ac\ubb34\ubcf4\uc870", "\uc0ac\ubb34\ub2f4\ub2f9\uc790,\uc0ac\ubb34\ubcf4\uc870,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0", "\uc0ac\ubb34\ub2f4\ub2f9\uc790,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\ub9e4\uc7a5\uad00\ub9ac\uc790", "\uc0ac\ubb34\ub2f4\ub2f9\uc790,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8", "\uc0ac\ubb34\ub2f4\ub2f9\uc790,\ucd1d\ubb34,\ube44\uc11c", "\uc0ac\ubb34\ub2f4\ub2f9\uc790,\ucd1d\ubb34,\uc0ac\ubb34\ubcf4\uc870,\uc601\uc5c5\uad00\ub9ac,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc870\ub9ac\uc0ac,\uc81c\uacfc\uc81c\ube75\uc0ac,\uc170\ud504\u00b7\uc8fc\ubc29\uc7a5,\ud640\uc11c\ubc84,\uc8fc\ubc29\ubcf4\uc870,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800,\uc694\ub9ac\uc0ac", "\uc0ac\ubb34\ubcf4\uc870,\uae08\uc735\uc601\uc5c5,\uc601\uc5c5\uad00\ub9ac,\uc601\uc5c5\uc9c0\uc6d0,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc544\uc6c3\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\ubcf4\ud5d8\uc124\uacc4\uc0ac", "\uc0ac\ubb34\ubcf4\uc870,\ubb3c\ub958\uad00\ub9ac\uc790,\uad6c\ub9e4\uad00\ub9ac\uc790,\uc790\uc7ac\uad00\ub9ac\uc790,\uc720\ud1b5\uad00\ub9ac\uc790,\uc601\uc5c5\uad00\ub9ac,\uc601\uc5c5\uc9c0\uc6d0,\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\ud3ec\uc7a5\u00b7\uac00\uacf5\ub2f4\ub2f9\uc790,\ud574\uc678\uc601\uc5c5,\ubb34\uc5ed\uc0ac\ubb34\uc6d0", "\uc0ac\ubb34\ubcf4\uc870,\ube44\uc11c,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8", "\uc0ac\ubb34\ubcf4\uc870,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc544\uc6c3\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0", "\uc0ac\uc5c5\uccb4 \uad6c\ub0b4\uc2dd\ub2f9 \uae09\uc2dd \uc870\ub9ac\uc0ac", "\uc0ac\uc9c4\uae30\uc790\u00b7\uc791\uac00,\ucd2c\uc601\ubcf4\uc870,\uc0ac\uc9c4\ucd2c\uc601\uae30\uc0ac", "\uc0ac\ud68c\ubcf5\uc9c0", "\uc0ac\ud68c\ubcf5\uc9c0,\uc6d0\ubb34\ud589\uc815", "\uc0ac\ud68c\ubcf5\uc9c0,\uc7ac\ud65c\uad50\uc0ac,\ud2b9\uc218\uad50\uc0ac", "\uc0ac\ud68c\ubcf5\uc9c0\uc0ac", "\uc0ac\ud68c\ubcf5\uc9c0\uc0ac(\uacf5\uacf5\ud589\uc815)", "\uc0ac\ud68c\ubcf5\uc9c0\uc0ac(\uc0ac\ud68c\ubcf5\uc9c0\uc2dc\uc124)", "\uc0ac\ud68c\ubcf5\uc9c0\ud504\ub85c\uadf8\ub7a8 \uc6b4\uc601\uc790", "\uc0b0\uc5c5 \uc804\uae30\uacf5(\ud56d\uacf5\uae30\u00b7\uc120\ubc15\u00b7\ucca0\ub3c4\uae30\uad00\ucc28\u00b7\uc804\ub3d9\ucc28 \uc804\uae30\uacf5)", "\uc0b0\uc5c5\uae30\uacc4", "\uc0b0\uc5c5\uae30\uacc4\uacf5\ud559 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uc0b0\uc5c5\uc548\uc804 \ubc0f \uc0b0\uc5c5\uc704\ud5d8 \uad00\ub9ac \uae30\uc220\uc790", "\uc0b0\uc5c5\uc6a9 \ub0c9\ub3d9\u00b7\ub0c9\uc7a5\u00b7\uacf5\uc870\uae30 \uc124\uce58\u00b7\uc815\ube44\uc6d0", "\uc0b0\ud6c4\uc870\ub9ac \uc885\uc0ac\uc6d0(\uc0b0\ubaa8 \ub3c4\uc6b0\ubbf8)", "\uc0c1\ub2f4 \uc804\ubb38\uac00", "\uc0c1\uc810 \ud310\ub9e4\uc6d0", "\uc0c1\ud488 \uc9c4\uc5f4\uc6d0", "\uc0c1\ud488MD,\uad6c\ub9e4\uad00\ub9ac", "\uc0c1\ud488\uae30\ud68d\u00b7MD", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ub514\uc790\uc778", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ub514\uc790\uc778,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uae30\ud68d\u00b7\uc804\ub7b5", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uae30\ud68d\u00b7\uc804\ub7b5,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uae30\ud68d\u00b7\uc804\ub7b5,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uae30\ud68d\u00b7\uc804\ub7b5,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\ub514\uc790\uc778", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\ub514\uc790\uc778,\uae30\ud68d\u00b7\uc804\ub7b5", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0c1\ud488\uae30\ud68d\u00b7MD,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0c8\uc2dc \ubcf4\uc870\uc6d0(\uacac\uc2b5\uacf5)", "\uc0dd\uc0b0", "\uc0dd\uc0b0 \ubc0f \ud488\uc9c8\uad00\ub9ac \uc0ac\ubb34\uc6d0", "\uc0dd\uc0b0,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130", "\uc0dd\uc0b0,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uac74\uc124\u00b7\uac74\ucd95", "\uc0dd\uc0b0,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uac74\uc124\u00b7\uac74\ucd95,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uc0dd\uc0b0,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uc5f0\uad6c\u00b7R&amp;D", "\uc0dd\uc0b0,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uc0dd\uc0b0,\uac74\uc124\u00b7\uac74\ucd95", "\uc0dd\uc0b0,\uac74\uc124\u00b7\uac74\ucd95,\uc5f0\uad6c\u00b7R&amp;D", "\uc0dd\uc0b0,\uac74\uc124\u00b7\uac74\ucd95,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\uac74\uc124\u00b7\uac74\ucd95,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed,\uc5f0\uad6c\u00b7R&D", "\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958", "\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uac74\uc124\u00b7\uac74\ucd95", "\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uac74\uc124\u00b7\uac74\ucd95,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uac74\uc124\u00b7\uac74\ucd95,\uc5f0\uad6c\u00b7R&amp;D", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uac74\uc124\u00b7\uac74\ucd95", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uac74\uc124\u00b7\uac74\ucd95,\uc5f0\uad6c\u00b7R&amp;D", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uad50\uc721,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uc5f0\uad6c\u00b7R&D", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uc5f0\uad6c\u00b7R&amp;D", "\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\ub514\uc790\uc778", "\uc0dd\uc0b0,\ub514\uc790\uc778,\uac74\uc124\u00b7\uac74\ucd95", "\uc0dd\uc0b0,\ub514\uc790\uc778,\uac74\uc124\u00b7\uac74\ucd95,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\ub514\uc790\uc778,\uad50\uc721", "\uc0dd\uc0b0,\ub514\uc790\uc778,\uc5f0\uad6c\u00b7R&D", "\uc0dd\uc0b0,\ub514\uc790\uc778,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\uc0c1\ud488\uae30\ud68d\u00b7MD", "\uc0dd\uc0b0,\uc0c1\ud488\uae30\ud68d\u00b7MD,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\uc0c1\ud488\uae30\ud68d\u00b7MD,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uc0dd\uc0b0,\uc5f0\uad6c\u00b7R&D", "\uc0dd\uc0b0,\uc5f0\uad6c\u00b7R&amp;D", "\uc0dd\uc0b0,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed,\uc5f0\uad6c\u00b7R&D", "\uc0dd\uc0b0,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uc0dd\uc0b0,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc0dd\uc0b0,\uc758\ub8cc", "\uc0dd\uc0b0,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\uc0dd\uc0b0,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uc0dd\uc0b0,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uc0dd\uc0b0\uad00\ub9ac", "\uc0dd\uc0b0\uad00\ub9ac \uc0ac\ubb34\uc6d0(\uac74\uc124)", "\uc0dd\uc0b0\uad00\ub9ac \uc0ac\ubb34\uc6d0(\uadf8 \uc678 \ubd84\uc57c)", "\uc0dd\uc0b0\uad00\ub9ac \uc0ac\ubb34\uc6d0(\uae30\uacc4\u00b7\uc790\ub3d9\ucc28\u00b7\uae08\uc18d)", "\uc0dd\uc0b0\uad00\ub9ac \uc0ac\ubb34\uc6d0(\uc74c\uc2dd\ub8cc\ud488)", "\uc0dd\uc0b0\uad00\ub9ac \uc0ac\ubb34\uc6d0(\uc804\uae30\u00b7\uc804\uc790\u00b7\ucef4\ud4e8\ud130)", "\uc0dd\uc0b0\uad00\ub9ac \uc0ac\ubb34\uc6d0(\ud654\ud559\u00b7\uc12c\uc720\u00b7\uc758\ub8cc)", "\uc0dd\uc0b0\uad00\ub9ac,\uacf5\uc815\uad00\ub9ac", "\uc0dd\uc0b0\uad00\ub9ac,\uacf5\uc815\uad00\ub9ac,\uc81c\ud488\uc0dd\uc0b0", "\uc0dd\uc0b0\uad00\ub9ac,\uad6c\ub9e4\uad00\ub9ac,\uc790\uc7ac\uad6c\ub9e4", "\uc0dd\uc0b0\uad00\ub9ac,\ud488\uc9c8\uac80\uc0ac", "\uc0dd\uc0b0\uad00\ub9ac,\ud488\uc9c8\uad00\ub9ac,\uacf5\uc815\uad00\ub9ac", "\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790", "\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\ubc18\ub3c4\uccb4\uc5d4\uc9c0\ub2c8\uc5b4,\uc804\uae30\u00b7\uc804\uc790\uc5d4\uc9c0\ub2c8\uc5b4", "\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\uc0dd\uc0b0\u00b7\uacf5\uc815\uad00\ub9ac\uc790", "\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\uc0dd\uc0b0\u00b7\uacf5\uc815\uad00\ub9ac\uc790,\ud488\uc9c8\uad00\ub9ac\uc790", "\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\uc0dd\uc0b0\u00b7\uacf5\uc815\uad00\ub9ac\uc790,\ud488\uc9c8\uad00\ub9ac\uc790,\ud3ec\uc7a5\u00b7\uac00\uacf5\ub2f4\ub2f9\uc790", "\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\uc0dd\uc0b0\u00b7\uacf5\uc815\uad00\ub9ac\uc790,\ud488\uc9c8\uad00\ub9ac\uc790,\ud3ec\uc7a5\u00b7\uac00\uacf5\ub2f4\ub2f9\uc790,\ud654\ubb3c\u00b7\uc911\uc7a5\ube44\uae30\uc0ac", "\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\ud488\uc9c8\uad00\ub9ac\uc790", "\uc11c\ube44\uc2a4", "\uc11c\ube44\uc2a4,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130", "\uc11c\ube44\uc2a4,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130,\uc758\ub8cc,\uc5f0\uad6c\u00b7R&amp;D", "\uc11c\ube44\uc2a4,\uac74\uc124\u00b7\uac74\ucd95", "\uc11c\ube44\uc2a4,\uac74\uc124\u00b7\uac74\ucd95,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uac74\uc124\u00b7\uac74\ucd95,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\uc11c\ube44\uc2a4,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc758\ub8cc", "\uc11c\ube44\uc2a4,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uc11c\ube44\uc2a4,\uad50\uc721", "\uc11c\ube44\uc2a4,\uad50\uc721,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\uc11c\ube44\uc2a4,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958", "\uc11c\ube44\uc2a4,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uc11c\ube44\uc2a4,\uae30\ud68d\u00b7\uc804\ub7b5,\uac74\uc124\u00b7\uac74\ucd95,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uc11c\ube44\uc2a4,\uae30\ud68d\u00b7\uc804\ub7b5,\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\uc11c\ube44\uc2a4,\uae30\ud68d\u00b7\uc804\ub7b5,\uad50\uc721,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\ub514\uc790\uc778,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc758\ub8cc,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uc11c\ube44\uc2a4,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uae30\ud68d\u00b7\uc804\ub7b5,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uc758\ub8cc", "\uc11c\ube44\uc2a4,\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20", "\uc11c\ube44\uc2a4,\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\ub9c8\ucf00\ud305\u00b7\ud64d\ubcf4\u00b7\uc870\uc0ac,\uae30\ud68d\u00b7\uc804\ub7b5,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34", "\uc11c\ube44\uc2a4,\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\ubbf8\ub514\uc5b4\u00b7\ubb38\ud654\u00b7\uc2a4\ud3ec\uce20,\uc758\ub8cc", "\uc11c\ube44\uc2a4,\uc0c1\ud488\uae30\ud68d\u00b7MD", "\uc11c\ube44\uc2a4,\uc0c1\ud488\uae30\ud68d\u00b7MD,\uace0\uac1d\uc0c1\ub2f4\u00b7TM", "\uc11c\ube44\uc2a4,\uc0c1\ud488\uae30\ud68d\u00b7MD,\uad50\uc721,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uc0c1\ud488\uae30\ud68d\u00b7MD,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uace0\uac1d\uc0c1\ub2f4\u00b7TM,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uc0c1\ud488\uae30\ud68d\u00b7MD,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uc0c1\ud488\uae30\ud68d\u00b7MD,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uc0c1\ud488\uae30\ud68d\u00b7MD,\ub514\uc790\uc778,\uac74\uc124\u00b7\uac74\ucd95,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uc0c1\ud488\uae30\ud68d\u00b7MD,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,IT\uac1c\ubc1c\u00b7\ub370\uc774\ud130", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,\uac74\uc124\u00b7\uac74\ucd95", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,\uac74\uc124\u00b7\uac74\ucd95,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,\uad6c\ub9e4\u00b7\uc790\uc7ac\u00b7\ubb3c\ub958,\uac74\uc124\u00b7\uac74\ucd95,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed,\uc5f0\uad6c\u00b7R&amp;D", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,\uae30\ud68d\u00b7\uc804\ub7b5,\uac74\uc124\u00b7\uac74\ucd95", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,\ub514\uc790\uc778,\uac74\uc124\u00b7\uac74\ucd95", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,\uc0c1\ud488\uae30\ud68d\u00b7MD,\uc5f0\uad6c\u00b7R&amp;D", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,\uc5f0\uad6c\u00b7R&amp;D", "\uc11c\ube44\uc2a4,\uc0dd\uc0b0,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uc758\ub8cc", "\uc11c\ube44\uc2a4,\uc758\ub8cc,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc11c\ube44\uc2a4,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\uc11c\ube44\uc2a4,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uc11c\ube44\uc2a4,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\uc11c\ube44\uc2a4,\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\uc11c\ube44\uc2a4\uc601\uc5c5,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc601\uc5c5\uad00\ub9ac", "\uc120\ubc15 \uc2b9\ubb34\uc6d0 \ubc0f \uad00\ub828 \uc885\uc0ac\uc6d0", "\uc120\ubc15 \uc815\ube44\uc6d0", "\uc124\uacc4\uc5d4\uc9c0\ub2c8\uc5b4,\uac74\ucd95\uac00,\uac74\ucd95\uae30\uc0ac,\uc2dc\uacf5\uae30\uc0ac,\uc804\uae30\uae30\uc0ac,\uc2dc\uc124\uad00\ub9ac\uc790,\ud604\uc7a5\uad00\ub9ac\uc790,\ud604\uc7a5\ubcf4\uc870,\uc124\ube44\uc5d4\uc9c0\ub2c8\uc5b4", "\uc124\uacc4\uc5d4\uc9c0\ub2c8\uc5b4,\uae30\uacc4\uc5d4\uc9c0\ub2c8\uc5b4,R&D\u00b7\uc5f0\uad6c\uc6d0", "\uc124\uacc4\uc5d4\uc9c0\ub2c8\uc5b4,\ud544\ub4dc\uc5d4\uc9c0\ub2c8\uc5b4,\uc6a9\uc811\uc0ac,\uc804\uae30\uae30\uc0ac,\uae30\uacc4\uc5d4\uc9c0\ub2c8\uc5b4,\uc804\uae30\u00b7\uc804\uc790\uc5d4\uc9c0\ub2c8\uc5b4", "\uc124\uce58\u00b7\uc218\ub9ac\uae30\uc0ac,\uacbd\ub9ac,\ucd1d\ubb34,\ud68c\uacc4\ub2f4\ub2f9\uc790,\uc0ac\ubb34\ub2f4\ub2f9\uc790", "\uc124\uce58\u00b7\uc218\ub9ac\uae30\uc0ac,\uc815\ube44\uae30\uc0ac,\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\uc0dd\uc0b0\u00b7\uacf5\uc815\uad00\ub9ac\uc790,\ud488\uc9c8\uad00\ub9ac\uc790,\uc6a9\uc811\uc0ac,\uc2dc\uc124\uad00\ub9ac\uc790,\uc548\uc804\uad00\ub9ac\uc790,\ube44\ud30c\uad34\uac80\uc0ac\uc6d0", "\uc124\uce58\u00b7\uc218\ub9ac\uae30\uc0ac,\uc815\ube44\uae30\uc0ac,\uc804\uae30\uae30\uc0ac", "\uc12c\uc720 \uc81c\uc870 \uae30\uacc4 \uc870\uc791\uc6d0(\ubc29\uc801,\ubc29\uc0ac,\uc5f0\uc0ac,\ud569\uc0ac,\uad8c\uc0ac\uae30 \ub4f1)", "\uc12c\uc720\u00b7\uc758\ubcf5 \ubd84\uc57c \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uc138\uc815\uc6d0(\ubb3c\ud0f1\ud06c \uccad\uc18c \ud3ec\ud568)", "\uc138\ud0c1\uc6d0 \ubc0f \ub2e4\ub9bc\uc9c8\uc6d0", "\uc18c\uaddc\ubaa8 \uc0c1\uc810 \uacbd\uc601 \ubc0f \uc77c\uc120 \uad00\ub9ac \uc885\uc0ac\uc6d0(\ub9e4\uc7a5\ub9e4\ub2c8\uc800\u00b7\ub9e4\uc7a5\uc288\ud37c\ubc14\uc774\uc800 \ub4f1)", "\uc18c\ubc29\uacf5\uc0ac \uac10\ub9ac \uae30\uc220\uc790", "\uc18c\ubc29\uad00", "\uc18c\ubc29\uc124\uacc4 \uae30\uc220\uc790", "\uc18c\ubc29\uc2dc\uc124\u00b7\uc124\ube44 \uc2dc\uacf5 \uae30\uc220\uc790", "\uc1fc\ud551\ubab0\ud0dd\ubc30 \uc900\ube44\uc6d0", "\uc218\uc0c1 \uc6b4\uc1a1 \uc0ac\ubb34\uc6d0(\ud574\uc0c1 \uc6b4\uc1a1)", "\uc218\uc9c8 \ud658\uacbd \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uc218\ud589\uae30\uc0ac,\ucd1d\ubb34", "\uc219\ubc15\u00b7\uc5ec\ud589\u00b7\uc624\ub77d \ubc0f \uc2a4\ud3ec\uce20 \uad00\ub828 \uad00\ub9ac\uc790", "\uc219\ubc15\uc2dc\uc124 \uc11c\ube44\uc2a4 \uc885\uc0ac\uc6d0", "\uc2a4\ud0dc\ud504,\ucf58\ud150\uce20\uc5d0\ub514\ud130,\uc601\uc0c1\ud3b8\uc9d1\uc790", "\uc2a4\ud3ec\uce20 \uac15\uc0ac \ubc0f \ud2b8\ub808\uc774\ub108", "\uc2a4\ud3ec\uce20\uac15\uc0ac", "\uc2b9\uac15\uae30 \uc124\uce58 \ubc0f \uc815\ube44\uc6d0", "\uc2b9\ud569\ucc28 \uc6b4\uc804\uc6d0", "\uc2dc\uac01 \ub514\uc790\uc774\ub108", "\uc2dc\uac01\ub514\uc790\uc778", "\uc2dc\uac01\ub514\uc790\uc778,\uadf8\ub798\ud53d\ub514\uc790\uc778,\uad11\uace0\ub514\uc790\uc778,\uc778\uc1c4\uad11\uace0\ub514\uc790\uc778", "\uc2dc\uacf5\uae30\uc0ac", "\uc2dc\uc124 \ubc0f \ud2b9\uc218 \uacbd\ube44\uc6d0", "\uc2dc\uc124\uad00\ub9ac,\uccad\uc18c\u00b7\ubbf8\ud654,\uac74\ubb3c\uad00\ub9ac\u00b7\ubcf4\uc218,\uc804\uae30\uc548\uc804", "\uc2dc\uc124\uad00\ub9ac\uc790", "\uc2dc\uc2a4\ud15c\uc5d4\uc9c0\ub2c8\uc5b4,\ub124\ud2b8\uc6cc\ud06c\uc5d4\uc9c0\ub2c8\uc5b4", "\uc2dc\uc7a5\uc870\uc0ac\u00b7\ubd84\uc11d", "\uc2dd\uc74c\ub8cc \uc11c\ube44\uc2a4 \uc885\uc0ac\uc6d0", "\uc2dd\ud488 \ubd84\uc57c \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uc2dd\ud488\uac00\uacf5 \uc81c\uc870 \uad00\ub9ac\uc790(\uacf5\uc7a5\uc7a5)", "\uc2dd\ud488\uacf5\ud559 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uc2dd\ud488\uc81c\uc870\u00b7\uc2dd\ud488\uac00\uacf5,\uc0dd\uc0b0\uad00\ub9ac,\ud488\uc9c8\uad00\ub9ac", "\uc2dd\ud488\uc81c\uc870\u00b7\uc2dd\ud488\uac00\uacf5,\uc81c\ud488\ud3ec\uc7a5", "\uc2e0\ubc1c \uc81c\uc870\uae30 \uc870\uc791\uc6d0", "\uc2e4\ub0b4\ub514\uc790\uc774\ub108", "\uc2e4\ub0b4\uc7a5\uc2dd \ub514\uc790\uc774\ub108", "\uc2ec\ub9ac\uc0c1\ub2f4 \uc804\ubb38\uac00", "\uc544\ub3d9 \uc0dd\ud65c\uc9c0\ub3c4\uc6d0", "\uc544\uc6c3\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uae08\uc735\uc0ac\ubb34", "\uc544\uc6c3\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc628\ub77c\uc778\ub9c8\ucf00\ud130,\uad11\uace0\uc601\uc5c5", "\uc544\ud30c\ud2b8 \uc804\uae30\uad00\ub9ac\uc6d0", "\uc544\ud30c\ud2b8\u00b7\ube4c\ub77c \uacbd\ube44\uc6d0", "\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8,\uacbd\ud638\u00b7\uacbd\ube44", "\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8,\uc0ac\ubb34\ubcf4\uc870", "\uc548\uc804\uad00\ub9ac\uc790", "\uc548\uc804\uad00\ub9ac\uc790,\ud604\uc7a5\uad00\ub9ac\uc790,\uc18c\ubc29\uc124\ube44,\ubcf4\uac74\uad00\ub9ac\uc790", "\uc591\uc2dd \uc870\ub9ac\uc0ac", "\uc5b4\ubd80 \ubc0f \ud574\ub140", "\uc5b4\uc5c5 \uad00\ub828 \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uc5b4\ud328\ub958(\uc218\uc0b0\ubb3c) \uac00\uacf5\uae30\uacc4 \uc870\uc791\uc6d0", "\uc5b8\uc5b4 \ubc0f \uccad\uac01\ub2a5\ub825 \uc7ac\ud65c\uc0ac", "\uc5d8\ub9ac\ubca0\uc774\ud130 \uc124\uce58\u00b7\uc815\ube44\uc6d0", "\uc5ec\ud589 \uc0ac\ubb34\uc6d0", "\uc5f0\uad6c \uad00\ub9ac\uc790(\ubd80\uc11c\uc7a5)", "\uc5f0\uad6c\u00b7R&D", "\uc5f0\uc0ad\uae30 \ubc0f \uc5f0\ub9c8(\uad11\ud0dd)\uae30 \uc870\uc791\uc6d0", "\uc5f0\ucd9c(PD),\ucde8\uc7ac\u00b7\ud3b8\uc9d1\uae30\uc790,\ucd2c\uc601\u00b7\uce74\uba54\ub77c,\uc544\ub098\uc6b4\uc11c\u00b7MC,IT\uae30\uc220\uc9c0\uc6d0,\uc804\uc0b0\uc9c1", "\uc601\uc0c1\ud3b8\uc9d1\uc790,\uc0ac\uc6b4\ub4dc\uc5d4\uc9c0\ub2c8\uc5b4,\uc2a4\ud0dc\ud504", "\uc601\uc591\uc0ac", "\uc601\uc5c5 \uae30\ud68d\u00b7\uad00\ub9ac\u00b7\uc9c0\uc6d0 \uc0ac\ubb34\uc6d0", "\uc601\uc5c5 \ubc0f \ud310\ub9e4 \uad00\ub828 \uad00\ub9ac\uc790", "\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed,\uc5f0\uad6c\u00b7R&D", "\uc601\uc5c5\uad00\ub9ac,\uad11\uace0\uae30\ud68d(AE),\uad11\uace0\uad00\ub9ac\u00b7\ub300\ud589", "\uc601\uc5c5\uad00\ub9ac,\ub9e4\uc7a5\uad00\ub9ac\uc790,\ubdf0\ud2f0\u00b7\ubbf8\uc6a9\uc0ac,\uae30\uc220\u00b7\uc804\ubb38\uac15\uc0ac,\uc81c\ud488\uc601\uc5c5", "\uc601\uc5c5\uad00\ub9ac,\uc601\uc5c5\uc9c0\uc6d0", "\uc601\uc5c5\uad00\ub9ac,\uc601\uc5c5\uc9c0\uc6d0,\ub0a9\ud488\u00b7\ubc30\uc1a1\uae30\uc0ac,\ubc95\uc778\uc601\uc5c5", "\uc601\uc5c5\uad00\ub9ac,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc544\uc6c3\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0", "\uc601\uc5c5\uad00\ub9ac,\uc81c\ud488\uc601\uc5c5,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0", "\uc601\uc5c5\uc9c0\uc6d0,\uc601\uc5c5\uad00\ub9ac,\ub9c8\ucf00\ud305\uae30\ud68d,\uacbd\uc601\uc9c0\uc6d0,\ubcf4\uc548\uc5d4\uc9c0\ub2c8\uc5b4,\uba38\uc2e0\ub7ec\ub2dd\uc5d4\uc9c0\ub2c8\uc5b4,\uc2dc\uc2a4\ud15c\uc5d4\uc9c0\ub2c8\uc5b4", "\uc601\uc5c5\uc9c0\uc6d0,\uc77c\ubc18\uc601\uc5c5", "\uc608\uc57d\u00b7\uc811\uc218 \uc0ac\ubb34\uc6d0(A/S\u00b7\uace0\uc7a5\u00b7\uac00\uc785\u00b7\uc2e0\uaddc\ubc1c\uae09\u00b7\uc774\uc804)", "\uc624\ub77d\uc2dc\uc124 \uc11c\ube44\uc2a4 \uc885\uc0ac\uc6d0", "\uc624\ud37c\ub808\uc774\ud130(Operator),CNC\u00b7NCT\u00b7MCT", "\uc628\ub77c\uc778 \uc1fc\ud551 \ud310\ub9e4\uc6d0", "\uc628\ub77c\uc778\ub9c8\ucf00\ud130,\ucf58\ud150\uce20\ub9c8\ucf00\ud130,\uc758\ub8cc\uae30\uc0ac", "\uc628\ub77c\uc778\ub9c8\ucf00\ud305,\uacf5\uc608\ub514\uc790\uc778,\ud310\ub9e4\uad00\ub9ac", "\uc628\ub77c\uc778\ub9c8\ucf00\ud305,\ub9c8\ucf00\ud305\uae30\ud68d,\uad11\uace0\uad00\ub9ac\u00b7\ub300\ud589,\uad11\uace0\uae30\ud68d(AE),\uc628\ub77c\uc778\uad11\uace0\uc601\uc5c5,\uac80\uc0c9\u00b7\ud0a4\uc6cc\ub4dc\uad11\uace0\uc601\uc5c5", "\uc694\uae08 \uc815\uc0b0\uc6d0(\uc8fc\ucc28\uc694\uae08,\ud1b5\ud589\ub8cc)", "\uc694\ub9ac\uc0ac,\uc870\ub9ac\uc0ac,\uc170\ud504\u00b7\uc8fc\ubc29\uc7a5", "\uc694\ub9ac\uc0ac,\uc870\ub9ac\uc0ac,\uc170\ud504\u00b7\uc8fc\ubc29\uc7a5,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\uc8fc\ubc29\ubcf4\uc870", "\uc694\ub9ac\uc0ac,\uc870\ub9ac\uc0ac,\uc170\ud504\u00b7\uc8fc\ubc29\uc7a5,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ud640\uc11c\ubc84,\uc8fc\ubc29\ubcf4\uc870,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\uc694\ub9ac\uc0ac,\uc870\ub9ac\uc0ac,\uc790\uc7ac\uad00\ub9ac\uc790", "\uc694\ub9ac\uc0ac,\uc870\ub9ac\uc0ac,\uc81c\uacfc\uc81c\ube75\uc0ac,\uc170\ud504\u00b7\uc8fc\ubc29\uc7a5,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\uc8fc\ubc29\ubcf4\uc870,\uc18c\ubbc8\ub9ac\uc5d0\u00b7\ubc14\ud150\ub354,\ud478\ub4dc\uc2a4\ud0c0\uc77c\ub9ac\uc2a4\ud2b8", "\uc694\ub9ac\uc0ac,\uc870\ub9ac\uc0ac,\uc8fc\ubc29\ubcf4\uc870", "\uc694\ub9ac\uc0ac,\uc870\ub9ac\uc0ac,\ud640\uc11c\ubc84,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800,\ub9e4\uc7a5\uad00\ub9ac\uc790,\ubc14\ub9ac\uc2a4\ud0c0,\uad6c\ub9e4\uad00\ub9ac\uc790", "\uc694\uc591\ubcd1\uc6d0 \uac04\ud638\uc870\ubb34\uc0ac", "\uc694\uc591\ubcf4\ud638\uc0ac", "\uc694\uc591\ubcf4\ud638\uc0ac(\ub178\uc778\uc694\uc591\uc0ac)", "\uc6a9\uc811 \uc0ac\uc0c1\uc6d0 \ubc0f \ubcf4\uc870\uc6d0", "\uc6a9\uc811\u00b7\ud654\uc5fc\uc808\ub2e8", "\uc6a9\uc811\u00b7\ud654\uc5fc\uc808\ub2e8,\uc81c\ud488\uc0dd\uc0b0,\uc81c\ud488\uc81c\uc870", "\uc6a9\uc811\u00b7\ud654\uc5fc\uc808\ub2e8,\ud488\uc9c8\uad00\ub9ac", "\uc6a9\uc811\uc6d0", "\uc6b4\ubc18\u00b7\ud558\uc5ed,\ub3c4\ub85c\uc6b4\uc1a1\u00b7\ubc30\ucc28,\uacbd\ud654\ubb3c\ucc28,\uc790\uac00\uc6a9,\ud2b8\ub7ed,\ud2b8\ub808\uc77c\ub7ec\u00b7\ub364\ud504\ud2b8\ub7ed,\ubb3c\ub958\uad00\ub9ac,\uc785\ucd9c\uace0\uad00\ub9ac,\ucc3d\uace0\uad00\ub9ac,\ub808\ubbf8\ucf58\u00b7\ucf58\ud06c\ub9ac\ud2b8\ud38c\ud504\uce74", "\uc6b4\uc1a1 \ubc0f \uc2dc\uc124\uc7a5\ube44 \uccad\uc18c\uc6d0", "\uc6b4\uc1a1\uc7a5\ube44 \uc870\ub9bd\uc6d0(\ud56d\uacf5\uae30\u00b7\uc120\ubc15\u00b7\ucca0\ub3c4\uae30\uad00\ucc28\u00b7\uc804\ub3d9\ucc28 \ub4f1 \uac80\uc0ac\uc6d0 \ud3ec\ud568)", "\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1", "\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\uc6d0\ubb34", "\uc6f9 \ub514\uc790\uc774\ub108", "\uc704\uc0dd\uc0ac", "\uc720\uce58\uc6d0 \uad50\uc0ac", "\uc720\uce58\uc6d0\u00b7\uc5b4\ub9b0\uc774\uc9d1 \uae09\uc2dd \uc870\ub9ac\uc0ac", "\uc721\ub958 \uac00\uacf5\uae30\uacc4 \uc870\uc791\uc6d0", "\uc721\uc544 \ub3c4\uc6b0\ubbf8(\ubca0\uc774\ube44\uc2dc\ud130)", "\uc74c\ub8cc \uc870\ub9ac\uc6d0(\ubc14\ub9ac\uc2a4\ud0c0 \ud3ec\ud568)", "\uc74c\uc2dd \uc11c\ube44\uc2a4 \uad00\ub828 \uad00\ub9ac\uc790", "\uc74c\uc2dd\ub8cc\ud488 \ud310\ub9e4\uc6d0", "\uc74c\uc2dd\uc810 \ubc30\ub2ec\uc6d0", "\uc758\ub8cc", "\uc758\ub8cc\uae30\uae30\u00b7\uc7a5\ube44 \uc124\uce58\u00b7\uc218\ub9ac\uc6d0", "\uc758\ub8cc\uc7a5\ube44 \uae30\uc220\uc601\uc5c5\uc6d0", "\uc758\ub958 \ud310\ub9e4\uc6d0", "\uc774\ubca4\ud2b8\u00b7\uc6e8\ub529\ud50c\ub798\ub108", "\uc774\ubca4\ud2b8\u00b7\ud589\uc0ac \uc9c4\ud589\uc6d0", "\uc774\ucc28\uc804\uc9c0 \uc81c\uc870 \uae30\uacc4 \uc870\uc791\uc6d0", "\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0", "\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\ubcf4\ud5d8\uc124\uacc4\uc0ac", "\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc544\uc6c3\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0", "\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc544\uc6c3\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\ub9e4\uc7a5\uad00\ub9ac\uc790", "\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\uc5ec\ud589\uc5d0\uc774\uc804\ud2b8,\uc2b9\ubb34\uc6d0", "\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\ud638\ud154\uc885\uc0ac\uc790,\uc5ec\ud589\uc5d0\uc774\uc804\ud2b8,\uace0\uac1d\uc13c\ud130\uad00\ub9ac\uc790", "\uc778\ubc1c\u00b7\uc2e0\uc120\u00b7\uc5f0\uc120\u00b7\uc555\ucd9c\uae30 \uc870\uc791\uc6d0", "\uc778\uc0ac \ubc0f \ub178\ubb34 \uc0ac\ubb34\uc6d0", "\uc778\uc0ac \uc0ac\ubb34\uc6d0", "\uc778\uc0ac\uae30\ud68d,\uc778\uc0ac\uad00\ub9ac,\ucc44\uc6a9", "\uc778\uc1c4, \ubaa9\uc7ac, \uac00\uad6c \ubc0f \uae30\ud0c0 \uc81c\uc870 \ubd84\uc57c \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uc778\ud14c\ub9ac\uc5b4 \ub514\uc790\uc774\ub108", "\uc77c\ubc18 \uc608\uc57d\u00b7\uc811\uc218 \uc0ac\ubb34\uc6d0(AS,\uace0\uc7a5,\uac00\uc785 \ubc0f \ud638\ud154,\ucf58\ub3c4 \ub4f1 \uc81c\uc678)", "\uc77c\ubc18 \uc74c\uc2dd\uc810 \uc811\uac1d\uc11c\ube59\uc6d0", "\uc77c\ubc18 \uc81c\ud488 \uc601\uc5c5\uc6d0", "\uc77c\ubc18\uae30\uacc4 \uc870\ub9bd\uc6d0", "\uc77c\ubc18\uc0ac\ubb34,\uc0ac\ubb34\ubcf4\uc870,\uc0ac\ubb34\uad00\ub9ac,\uc11d\uc720\ud654\ud559\ubb3c\uac00\uacf5\uc7a5\uce58\uc870\uc791,\uc11d\uc720,\ud488\uc9c8\uad00\ub9ac,\ud488\uc9c8\ubcf4\uc99d,\ud488\uc9c8\uac80\uc0ac", "\uc77c\ubc18\uc0ac\ubb34,\uc0ac\ubb34\ubcf4\uc870,\uc0ac\ubb34\uad00\ub9ac,\uc790\ub8cc\uc785\ub825\u00b7DM\ubc1c\uc1a1,\uae30\uacc4\uc124\uacc4,\uae30\uacc4\u00b7\uc124\ube44\uc870\uc791,\uc6d0\uc790\ub825,\uc804\uae30\uc548\uc804", "\uc77c\ubc18\uc0ac\ubb34,\uc790\ub8cc\uc785\ub825\u00b7DM\ubc1c\uc1a1,\uc0ac\ubb34\ubcf4\uc870", "\uc77c\ubc18\uc0ac\ubb34,\ud589\uc815", "\uc77c\ubc18\uc601\uc5c5", "\uc77c\ubc18\uc601\uc5c5,\uc81c\uc57d\uc601\uc5c5", "\uc77c\uc2dd \uc870\ub9ac\uc0ac", "\uc785\ucd9c\uace0\uad00\ub9ac,\ubb3c\ub958\uad00\ub9ac,\uc6b4\ubc18\u00b7\ud558\uc5ed,\ucc3d\uace0\uad00\ub9ac", "\uc785\ucd9c\uace0\uad00\ub9ac,\uc790\uc7ac\uad00\ub9ac,\uc7ac\uace0\uad00\ub9ac", "\uc785\ucd9c\uace0\uad00\ub9ac,\uc81c\ud488\ud3ec\uc7a5", "\uc785\ucd9c\uace0\uad00\ub9ac,\uc81c\ud488\ud3ec\uc7a5,\uc7ac\uace0\uad00\ub9ac", "\uc790\ub3d9 \uc870\ub9bd\ub77c\uc778 \ubc0f \uc0b0\uc5c5\uc6a9\ub85c\ubd07 \uc870\uc791\uc6d0", "\uc790\ub3d9\uc81c\uc5b4,PLC", "\uc790\ub3d9\ucc28 \uacbd\uc815\ube44\uc6d0", "\uc790\ub3d9\ucc28 \ubd80\ud488 \uc870\ub9bd\uc6d0(\uac80\uc0ac\uc6d0 \ud3ec\ud568)", "\uc790\ub3d9\ucc28 \uc5d4\uc9c4\u00b7\uc100\uc2dc\u00b7\uc804\uae30\u00b7\uc804\uc790 \uc815\ube44\uc6d0", "\uc790\ub3d9\ucc28 \uc815\ube44\uc6d0", "\uc790\ub3d9\ucc28 \uc870\ub9bd\uc6d0(\uac80\uc0ac\uc6d0 \ud3ec\ud568)", "\uc790\ub3d9\ucc28 \ucc28\uccb4\u00b7\ud310\uae08\u00b7\ub3c4\uc7a5 \uc815\ube44\uc6d0", "\uc790\ub3d9\ucc28,\uc6d0\uac00\uad00\ub9ac,\uc77c\ubc18\uc0ac\ubb34", "\uc790\ub8cc\uc785\ub825\u00b7DM\ubc1c\uc1a1,\uc77c\ubc18\uc0ac\ubb34,\uc0ac\ubb34\ubcf4\uc870,\uc0ac\ubb34\uad00\ub9ac,\uace0\uac1d\uc0c1\ub2f4,\uace0\uac1d\uc9c0\uc6d0,\ud68c\uc6d0\uad00\ub9ac,CS\uac15\uc0ac,\uce74\ub4dc,\uc740\ud589", "\uc790\uc7ac\u00b7\uad6c\ub9e4 \uc0ac\ubb34\uc6d0(\uae30\uacc4\u00b7\uc790\ub3d9\ucc28\u00b7\uae08\uc18d)", "\uc790\uc7ac\u00b7\uad6c\ub9e4 \uc0ac\ubb34\uc6d0(\uc77c\ubc18 \uc0ac\uc5c5\uccb4)", "\uc790\uc7ac\u00b7\uad6c\ub9e4 \uc0ac\ubb34\uc6d0(\uc804\uae30\u00b7\uc804\uc790\u00b7\ucef4\ud4e8\ud130)", "\uc790\uc7ac\uad00\ub9ac \uc0ac\ubb34\uc6d0", "\uc790\uc7ac\uad00\ub9ac,\ubb3c\ub958\uad00\ub9ac", "\uc790\uc7ac\uad00\ub9ac,\uc785\ucd9c\uace0\uad00\ub9ac", "\uc790\uc7ac\uad00\ub9ac\uc790,\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\ud1a0\ubaa9\uae30\uc0ac,\uc548\uc804\uad00\ub9ac\uc790,\ub3c4\uc2dc\u00b7\uc870\uacbd\uc124\uacc4", "\uc790\uc7ac\uad00\ub9ac\uc790,\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\ud488\uc9c8\uad00\ub9ac\uc790", "\uc791\uc5c5\uce58\ub8cc\uc0ac", "\uc7a5\ub840 \uc0c1\ub2f4\uc6d0 \ubc0f \uc7a5\ub840 \uc9c0\ub3c4\uc0ac", "\uc7a5\uc560\uc778 \ub3cc\ubd04 \uc885\uc0ac\uc6d0", "\uc7a5\uc560\uc778 \uc0dd\ud65c\uc9c0\ub3c4\uc6d0(\uc7a5\uc560\uc778\ud65c\ub3d9\ubcf4\uc870\uc6d0 \ud3ec\ud568)", "\uc7ac\uac00 \uac04\ubcd1\uc778", "\uc7ac\uac00 \uc694\uc591\ubcf4\ud638\uc0ac", "\uc7ac\ub2e8\uc0ac", "\uc7ac\ubb34\ub2f4\ub2f9\uc790,IR\u00b7\uacf5\uc2dc,\ud68c\uacc4\ub2f4\ub2f9\uc790", "\uc7ac\ubb34\ud68c\uacc4", "\uc7ac\ubb34\ud68c\uacc4,\uacb0\uc0b0", "\uc7ac\ubd09\uc0ac", "\uc7ac\ubd09\uc0ac(\uc758\ub958\u00b7\uc9c1\ubb3c)", "\uc7ac\ud65c\uc6a9\ud488 \ubc0f \uc4f0\ub808\uae30 \uc218\uac70\uc6d0", "\uc804\uae30 \ubc0f \uc804\uc790\uc124\ube44 \uc870\uc791\uc6d0", "\uc804\uae30 \ubd80\ud488 \ubc0f \uc81c\ud488 \uc81c\uc870 \uae30\uacc4 \uc870\uc791\uc6d0", "\uc804\uae30 \ubd80\ud488\u00b7\uc81c\ud488 \uc870\ub9bd\u00b7\uac80\uc0ac\uc6d0", "\uc804\uae30\u00b7\uc804\uc790 \ubd80\ud488 \ubc0f \uc81c\ud488 \uc870\ub9bd\uc6d0", "\uc804\uae30\u00b7\uc804\uc790 \ubd84\uc57c \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\uc804\uae30\u00b7\uc804\uc790 \uc7a5\ube44 \uc81c\ub3c4\uc0ac(\uce90\ub4dc\uc6d0)", "\uc804\uae30\u00b7\uc804\uc790 \uc81c\uc5b4\uc7a5\uce58 \uc124\uce58\u00b7\uc815\ube44\uc6d0", "\uc804\uae30\u00b7\uc804\uc790,CAD,CATIA,UG,\uae30\uad6c\uc124\uacc4", "\uc804\uae30\u00b7\uc804\uc790\uc5d4\uc9c0\ub2c8\uc5b4,\ubc18\ub3c4\uccb4\uc5d4\uc9c0\ub2c8\uc5b4,\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790,\ud558\ub4dc\uc6e8\uc5b4\uc5d4\uc9c0\ub2c8\uc5b4", "\uc804\uae30\u00b7\uc804\uc790\uc7a5\ube44 \uae30\uc220\uc601\uc5c5\uc6d0", "\uc804\uae30\uacc4\uce21 \uc81c\uc5b4 \uae30\uc220\uc790(\uc804\uae30\ud328\ub110, \uacc4\uc7a5, \uacf5\uc815\uc790\ub3d9\ud654\uc804\uae30 \ub4f1)", "\uc804\uae30\uacf5\uc0ac \uae30\uc220\uc790(\uc804\uae30\uacac\uc801 \ud3ec\ud568)", "\uc804\uae30\uacf5\ud559 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uc804\uae30\uae30\uc0ac", "\uc804\uae30\uae30\uc0ac,\uc2dc\uc124\uad00\ub9ac\uc790", "\uc804\uae30\uc548\uc804 \uae30\uc220\uc790", "\uc804\uae30\uc6a9\uc811\uc6d0(\uc544\ud06c,\uc54c\uace4,\ud2f0\uadf8\uc6a9\uc811\uc6d0)", "\uc804\uc0b0 \uc790\ub8cc \uc785\ub825\uc6d0", "\uc804\uc2dc\u00b7\ud68c\uc758 \uae30\ud68d\uc790", "\uc804\uc790 \ubd80\ud488 \ubc0f \uc81c\ud488 \uc81c\uc870 \uae30\uacc4 \uc870\uc791\uc6d0", "\uc804\uc790\ubd80\ud488 \uac1c\ubc1c \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uc804\uc790\uc81c\uc5b4\uacc4\uce21 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uc808\uc0ad\uacf5\uad6c,\uc5f0\ub9c8\u00b7\uc5f0\uc0ad,\uae08\uc18d\uacf5\uc791,\uc81c\ud488\uc0dd\uc0b0", "\uc815\ubcf4\ubcf4\uc548,\ubcf4\uc548\ucee8\uc124\ud305,\ub124\ud2b8\uc6cc\ud06c\uad6c\ucd95\u00b7\uc6b4\uc601\u00b7\uad00\ub9ac,\uc2dc\uc2a4\ud15c\u00b7\ub124\ud2b8\uc6cc\ud06c \ucee8\uc124\ud305,DWH\u00b7ATM", "\uc815\uc721 \uac00\uacf5\uc6d0 \ubc0f \ub3c4\ucd95\uc6d0", "\uc815\uc721\uc6d0", "\uc81c\uacfc\u00b7\uc81c\ube75\uc0ac,\uc81c\ud488\uc0dd\uc0b0", "\uc81c\uacfc\uc6d0 \ubc0f \uc81c\ube75\uc0ac", "\uc81c\uacfc\uc81c\ube75\uc0ac", "\uc81c\uacfc\uc81c\ube75\uc0ac,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ud640\uc11c\ubc84", "\uc81c\uad00\uc6d0", "\uc81c\uc9c1\uae30(\uc9c1\uc870\uae30) \uc870\uc791\uc6d0", "\uc81c\ud488 \ub514\uc790\uc774\ub108", "\uc81c\ud488 \uc0dd\uc0b0 \uad00\ub828 \uad00\ub9ac\uc790", "\uc81c\ud488 \uc601\uc5c5\uc6d0", "\uc81c\ud488\uac00\uacf5,\uc81c\ud488\uc0dd\uc0b0,\uacf5\uc791\uae30\uacc4\uc870\uc791", "\uc81c\ud488\uac00\uacf5,\uc81c\ud488\uc0dd\uc0b0,\uc6a9\uc811\u00b7\ud654\uc5fc\uc808\ub2e8", "\uc81c\ud488\uac00\uacf5,\uc81c\ud488\uc870\ub9bd", "\uc81c\ud488\uc0dd\uc0b0", "\uc81c\ud488\uc0dd\uc0b0,CNC\u00b7NCT\u00b7MCT", "\uc81c\ud488\uc0dd\uc0b0,\uace0\ubb34\uc0ac\ucd9c\u00b7\uc555\ucd9c\u00b7\ud504\ub808\uc2a4", "\uc81c\ud488\uc0dd\uc0b0,\uace0\ubb34\uc0ac\ucd9c\u00b7\uc555\ucd9c\u00b7\ud504\ub808\uc2a4,\uc81c\ud488\ud3ec\uc7a5", "\uc81c\ud488\uc0dd\uc0b0,\uacf5\uc791\uae30\uacc4\uc870\uc791", "\uc81c\ud488\uc0dd\uc0b0,\uae08\ud615,\uae08\ud615\u00b7\uacf5\uad6c\uc81c\uc870", "\uc81c\ud488\uc0dd\uc0b0,\ubc18\ub3c4\uccb4", "\uc81c\ud488\uc0dd\uc0b0,\uc81c\ud488\u00b7\uacf5\uc815", "\uc81c\ud488\uc0dd\uc0b0,\uc81c\ud488\uc81c\uc870", "\uc81c\ud488\uc0dd\uc0b0,\uc81c\ud488\uc81c\uc870,\uc2dd\ud488\uc81c\uc870\u00b7\uc2dd\ud488\uac00\uacf5", "\uc81c\ud488\uc0dd\uc0b0,\uc81c\ud488\uc81c\uc870,\uc81c\ud488\uac00\uacf5", "\uc81c\ud488\uc0dd\uc0b0,\uc81c\ud488\uc870\ub9bd", "\uc81c\ud488\uc0dd\uc0b0,\uc81c\ud488\uc870\ub9bd,\uc81c\ud488\ud3ec\uc7a5", "\uc81c\ud488\uc0dd\uc0b0,\uc81c\ud488\ud3ec\uc7a5,\uc2dd\ud488\uc81c\uc870\u00b7\uc2dd\ud488\uac00\uacf5,\uc81c\uacfc\u00b7\uc81c\ube75\uc0ac", "\uc81c\ud488\uc0dd\uc0b0,\ud654\ud559\uc81c\ud488\uc81c\uc870", "\uc81c\ud488\uc2dc\ud5d8,\ud488\uc9c8\ubcf4\uc99d", "\uc81c\ud488\uc601\uc5c5", "\uc81c\ud488\uc601\uc5c5,\uae08\uc735\uc601\uc5c5,\uc601\uc5c5\uad00\ub9ac", "\uc81c\ud488\uc601\uc5c5,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\uc81c\ud488\uc601\uc5c5,\uc0dd\uc0b0\uc9c1\uc885\uc0ac\uc790", "\uc81c\ud488\uc601\uc5c5,\uc11c\ube44\uc2a4\uc601\uc5c5,\ubc95\uc778\uc601\uc5c5,\uc601\uc5c5\uad00\ub9ac,\uc601\uc5c5\uc9c0\uc6d0,\ub9e4\uc7a5\uad00\ub9ac\uc790", "\uc81c\ud488\uc601\uc5c5,\uc11c\ube44\uc2a4\uc601\uc5c5,\uc601\uc5c5\uad00\ub9ac,\uc601\uc5c5\uc9c0\uc6d0,\uc124\uce58\u00b7\uc218\ub9ac\uae30\uc0ac,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\uc81c\ud488\uc601\uc5c5,\uc601\uc5c5\uad00\ub9ac,\ub9e4\uc7a5\uad00\ub9ac\uc790,\ubc95\uc778\uc601\uc5c5,\uc601\uc5c5\uc9c0\uc6d0", "\uc81c\ud488\uc81c\uc870", "\uc81c\ud488\uc81c\uc870,\uc81c\ud488\uc0dd\uc0b0", "\uc81c\ud488\uc81c\uc870,\uc81c\ud488\uc870\ub9bd", "\uc81c\ud488\uc870\ub9bd,\uc81c\ud488\uc81c\uc870", "\uc81c\ud488\uc870\ub9bd,\uc81c\ud488\uc81c\uc870,\uc81c\ud488\uc0dd\uc0b0", "\uc81c\ud488\ud3ec\uc7a5", "\uc81c\ud488\ud3ec\uc7a5,\uc81c\ud488\uc870\ub9bd", "\uc870\uacbd \uc2dd\uc7ac\uc6d0", "\uc870\uacbd\uc2dc\uc124\ubb3c \uc124\uce58\uc6d0", "\uc870\uacbd\uc6d0", "\uc870\ub9ac\uc0ac,\uc694\ub9ac\uc0ac,\uc170\ud504\u00b7\uc8fc\ubc29\uc7a5,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ud640\uc11c\ubc84,\uc8fc\ubc29\ubcf4\uc870,\uc81c\uacfc\uc81c\ube75\uc0ac,\ubc14\ub9ac\uc2a4\ud0c0,\uc18c\ubbc8\ub9ac\uc5d0\u00b7\ubc14\ud150\ub354,\ub9e4\uc7a5\uad00\ub9ac\uc790", "\uc870\ub9ac\uc0ac,\uc694\ub9ac\uc0ac,\uc81c\uacfc\uc81c\ube75\uc0ac,\uc170\ud504\u00b7\uc8fc\ubc29\uc7a5,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\uc8fc\ubc29\ubcf4\uc870", "\uc870\ub9ac\uc0ac,\uc8fc\ubc29\ubcf4\uc870,\ud640\uc11c\ubc84", "\uc870\uba85\uae30\uad6c \ub4f1 \uc804\uae30\uae30\uae30 \uc124\uce58\u00b7\uc815\ube44\uc6d0", "\uc870\uc120", "\uc870\uc120\u00b7\ud574\uc591\uacf5\ud559 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\uc870\uc120\uc6a9\uc811\uc6d0(\uc870\uc120\ucde8\ubd80\uc0ac \ud3ec\ud568)", "\uc8fc\ubc29 \ubcf4\uc870\uc6d0", "\uc8fc\ubc29 \ubcf4\uc870\uc6d0(\uc77c\ubc18 \uc74c\uc2dd\uc810)", "\uc8fc\ubc29\ubcf4\uc870,\uc870\ub9ac\uc0ac", "\uc8fc\ubc29\ubcf4\uc870,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\uc81c\uacfc\uc81c\ube75\uc0ac", "\uc8fc\ubc29\uc7a5 \ubc0f \uc694\ub9ac \uc5f0\uad6c\uac00(\ud478\ub4dc\ucf54\ub514\ub124\uc774\ud130 \ud3ec\ud568)", "\uc8fc\uc720\uc6d0(\uc8fc\uc720\ud310\ub9e4\uc6d0)", "\uc8fc\uc785\u00b7\ud3ec\uc7a5\u00b7\uc0c1\ud45c\ubd80\ucc29\uae30 \ub4f1 \uae30\ud0c0 \uae30\uacc4 \uc870\uc791\uc6d0", "\uc8fc\uc810\u00b7\ucee4\ud53c\uc20d \uc811\uac1d\uc11c\ube59\uc6d0", "\uc8fc\uc870 \ubcf4\uc870\uc6d0(\uacac\uc2b5\uacf5)", "\uc8fc\uc870\uc6d0", "\uc8fc\uc870\uc6d0(\ubaa9\ud615\uc6d0, \uc6d0\ud615\uc6d0, \uc8fc\ud615\uc6d0)", "\uc8fc\ucc28 \uad00\ub9ac\uc6d0 \ubc0f \uc548\ub0b4\uc6d0", "\uc8fc\ucc28 \ub2e8\uc18d\uc6d0 \ubc0f \uc548\uc804 \uc21c\ucc30\uc6d0", "\uc8fc\ucc28 \uc6b4\uc804\uc6d0", "\uc911\u00b7\ub300\ud615 \ud654\ubb3c\ucc28 \uc6b4\uc804\uc6d0(\ud2b8\ub808\uc77c\ub7ec \ud3ec\ud568)", "\uc9c0\uac8c\ucc28", "\uc9c0\uac8c\ucc28 \uc6b4\uc804\uc6d0", "\uc9c0\ubd95\uc787\uae30\uc6d0 \ub4f1 \uae30\ud0c0 \uac74\ucd95 \ub9c8\uac10 \uae30\ub2a5\uc6d0", "\uc9c1\uc5c5 \uad00\ub828 \uc0c1\ub2f4\uc0ac", "\uc9c1\uc5c5\uc0c1\ub2f4,\uc0ac\ud68c\ubcf5\uc9c0,\uc0c1\ub2f4\uc0ac,\uc7ac\ud65c\uad50\uc0ac", "\ucc3d\uace0 \uad00\ub9ac\uc6d0(\uc790\uc7ac \uac80\uc218\uc6d0 \ud3ec\ud568)", "\ucc9c\uc7a5\u00b7\ud0c0\uc6cc \ud06c\ub808\uc778 \uc6b4\uc804\uc6d0", "\uccad\uc18c\ub144 \uc9c0\ub3c4\uc0ac", "\uccad\uc6d0\uacbd\ucc30", "\ucd1d\ubb34 \ubc0f \uc77c\ubc18 \uc0ac\ubb34\uc6d0", "\ucd1d\ubb34 \ubc0f \uc77c\ubc18 \uc0ac\ubb34\uc6d0,\uc0ac\ud68c\ubcf5\uc9c0\uc0ac", "\ucd1d\ubb34 \uc0ac\ubb34\uc6d0 \ubc0f \ub300\ud559 \ud589\uc815\uc870\uad50", "\ucd1d\ubb34,\uc0ac\ubb34\ubcf4\uc870,\uc601\uc5c5\uc9c0\uc6d0", "\ucd1d\ubb34,\uc2dc\uc124\uad00\ub9ac", "\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc758\ub8cc", "\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\ucd2c\uc601\u00b7\uce74\uba54\ub77c", "\ucd9c\ub0a9\ucc3d\uad6c \uc0ac\ubb34\uc6d0(\uc99d\uad8c \ubc0f \uae30\ud0c0 \uae08\uc735\uae30\uad00)", "\uce58\uacfc\uc704\uc0dd\uc0ac", "\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ud640\uc11c\ubc84,\ub9e4\uc7a5\uad00\ub9ac\uc790", "\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ud640\uc11c\ubc84,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800,\uc694\ub9ac\uc0ac,\uc8fc\ubc29\ubcf4\uc870,\uc870\ub9ac\uc0ac,\uc170\ud504\u00b7\uc8fc\ubc29\uc7a5,\uc0ac\ubb34\ub2f4\ub2f9\uc790,\uc0ac\ubb34\ubcf4\uc870,\uc778\uc0ac\ub2f4\ub2f9\uc790,\ud658\uacbd\ubbf8\ud654\uc6d0", "\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ud640\uc11c\ubc84,\uc8fc\ubc29\ubcf4\uc870,\ub9e4\uc7a5\uad00\ub9ac\uc790", "\uce90\ub4dc\ucea0 \uae30\ub2a5\uc6d0", "\ucee8\uc124\ud134\ud2b8,HRD\u00b7HRM,\uc11c\ube44\uc2a4\uc601\uc5c5", "\ucf58\ud150\uce20\uc5d0\ub514\ud130,\ud3ec\ud1a0\uadf8\ub798\ud37c,\uc601\uc0c1\ud3b8\uc9d1\uc790,\ub9c8\ucf00\ud305\uae30\ud68d,\ucf58\ud150\uce20\ub9c8\ucf00\ud130,\uc0ac\uc6b4\ub4dc\uc5d4\uc9c0\ub2c8\uc5b4,PD\u00b7\uac10\ub3c5,\uc2a4\ud0dc\ud504,\uc778\ubc14\uc6b4\ub4dc\uc0c1\ub2f4\uc6d0,\ud050\ub808\uc774\ud130,\uc2a4\ud3ec\uce20\uac15\uc0ac", "\ucf5c\uc13c\ud130 \uc0c1\ub2f4\uc6d0(\ucf5c\uc13c\ud130\u00b7\uace0\uac1d\uc13c\ud130\u00b7CS\uc13c\ud130)", "\ud06c\ub808\uc778 \uc6b4\uc804\uc6d0(\ucc9c\uc815,\ud0c0\uc6cc \uc81c\uc678)", "\ud06c\ub808\uc778\u00b7\ud638\uc774\uc2a4\ud2b8,\uc6b4\ubc18\u00b7\ud558\uc5ed", "\ud0c0\uc774\uc5b4 \ubc0f \uace0\ubb34\uc81c\ud488 \uc0dd\uc0b0\uae30 \uc870\uc791\uc6d0", "\ud0dd\uc2dc \uc6b4\uc804\uc6d0", "\ud154\ub808\ub9c8\ucf00\ud130(\uc1fc\ud551\ubab0, \ubc31\ud654\uc810, \ub9c8\ud2b8)", "\ud1a0\ubaa9\uac10\ub9ac \uae30\uc220\uc790", "\ud1a0\ubaa9\uacf5\ud559 \uae30\uc220\uc790", "\ud1a0\ubaa9\uad6c\uc870 \uc124\uacc4 \uae30\uc220\uc790", "\ud1a0\ubaa9\uae30\uc0ac,\uc548\uc804\uad00\ub9ac\uc790,\ud604\uc7a5\uad00\ub9ac\uc790", "\ud1a0\ubaa9\uae30\uc0ac,\ud658\uacbd\uae30\uc0ac", "\ud1a0\ubaa9\uc2dc\uacf5 \uae30\uc220\uc790(\ud1a0\ubaa9\uacac\uc801 \ud3ec\ud568)", "\ud1a0\ubaa9\uc548\uc804\u00b7\ud658\uacbd\u00b7\ud488\uc9c8 \uae30\uc220\uc790", "\ud1b1\uae30\uacc4 \uc870\uc791\uc6d0", "\ud1b5\ubc88\uc5ed\uc0ac", "\ud1b5\uc2e0 \uad00\ub828 \uc7a5\ube44 \uc124\uce58 \ubc0f \uc218\ub9ac\uc6d0", "\ud1b5\uc2e0 \ubc0f \ubc29\uc1a1 \uc1a1\ucd9c \uc7a5\ube44 \uae30\uc0ac", "\ud2b9\uc218\uad50\uc721 \uad50\uc0ac", "\ud310\uae08\uae30 \ubcf4\uc870\uc6d0(\uacac\uc2b5\uacf5)", "\ud310\uae08\uae30 \uc870\uc791\uc6d0", "\ud328\uc158 \ub514\uc790\uc774\ub108", "\ud328\ud134\uc0ac", "\ud3b8\uc758\uc810 \ud310\ub9e4\uc6d0", "\ud3b8\uc9d1\ub514\uc790\uc778", "\ud3ec\uc7a5\u00b7\uac00\uacf5\ub2f4\ub2f9\uc790", "\ud478\ub4dc\ucf54\ud2b8\u00b7\uae09\uc2dd,\uc8fc\ubc29\ubcf4\uc870", "\ud488\uc9c8\uac80\uc0ac,\uc81c\ud488\ud3ec\uc7a5", "\ud488\uc9c8\uad00\ub9ac", "\ud488\uc9c8\uad00\ub9ac \uc0ac\ubb34\uc6d0(\uae30\uacc4\u00b7\uc790\ub3d9\ucc28\u00b7\uae08\uc18d)", "\ud488\uc9c8\uad00\ub9ac \uc0ac\ubb34\uc6d0(\uc74c\uc2dd\ub8cc\ud488)", "\ud488\uc9c8\uad00\ub9ac \uc0ac\ubb34\uc6d0(\ud654\ud559\u00b7\uc12c\uc720\u00b7\uc758\ub8cc)", "\ud488\uc9c8\ubcf4\uc99d", "\ud488\uc9c8\uc5d4\uc9c0\ub2c8\uc5b4,CAD,\uae30\uacc4\uc124\uacc4", "\ud504\ub808\uc2a4 \uae08\ud615 \uc81c\uc870\uc6d0", "\ud504\ub808\uc2a4\uae30 \ubc0f \uc808\ub2e8\uae30 \uc870\uc791\uc6d0", "\ud50c\ub77c\uc2a4\ud2f1 \uae08\ud615 \uc81c\uc870\uc6d0", "\ud50c\ub77c\uc2a4\ud2f1 \uc0ac\ucd9c\uc131\ud615\uae30 \uc870\uc791\uc6d0", "\ud50c\ub77c\uc2a4\ud2f1\uc0ac\ucd9c\u00b7\uc555\ucd9c", "\ud50c\ub77c\uc2a4\ud2f1\uc81c\ud488 \uc0dd\uc0b0\uae30 \uc870\uc791\uc6d0", "\ud50c\ub77c\uc2a4\ud2f1\uc81c\ud488 \uc870\ub9bd\uc6d0 \ubc0f \uac80\uc0ac\uc6d0", "\ud50c\ub79c\ud2b8\uacf5\ud559 \uae30\uc220\uc790 \ubc0f \uc5f0\uad6c\uc6d0", "\ud544\ub4dc\uc5d4\uc9c0\ub2c8\uc5b4,\uc124\ube44\uc5d4\uc9c0\ub2c8\uc5b4,\uc804\uae30\u00b7\uc804\uc790\uc5d4\uc9c0\ub2c8\uc5b4,\uae30\uacc4\uc5d4\uc9c0\ub2c8\uc5b4,\uacf5\uc815\uc5d4\uc9c0\ub2c8\uc5b4", "\ud558\uc5ed \ubc0f \uc801\uc7ac \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\ud558\uc5ed\u00b7\uc801\uc7ac \uc885\uc0ac\uc6d0", "\ud559\uad50 \uae09\uc2dd \uc870\ub9ac\uc0ac", "\ud559\uad50\ud589\uc815 \uc0ac\ubb34\uc6d0(\uad50\ubb34)", "\ud559\uc6d0\uc0c1\ub2f4\u00b7\uc6b4\uc601,\uc628\ub77c\uc778\ub9c8\ucf00\ud130", "\ud55c\uc2dd \uc870\ub9ac\uc0ac", "\ud56d\uacf5\uc6b4\uc1a1,\ud574\uc0c1\uc6b4\uc1a1\u00b7\uc120\uc801,\ubb3c\ub958\uad00\ub9ac", "\ud574\uc678 \uc601\uc5c5\uc6d0", "\ud574\uc678 \uc601\uc5c5\uc6d0(\uc601\uc5b4)", "\ud574\uc678\uc601\uc5c5", "\ud574\uc678\uc601\uc5c5,\uc624\ub354\uad00\ub9ac,\ubb34\uc5ed\uc601\uc5c5", "\ud589\uc815", "\ud589\uc815 \ubc0f \uacbd\uc601\uc9c0\uc6d0 \uad00\ub828 \uc11c\ube44\uc2a4 \uad00\ub9ac\uc790", "\ud604\uc7a5\uad00\ub9ac", "\ud604\uc7a5\ubcf4\uc870", "\ud611\ud68c\u00b7\ud68c\uc6d0\ub2e8\uccb4 \uc0ac\ubb34\uc6d0", "\ud638\ud154\u00b7\ub808\uc2a4\ud1a0\ub791 \uc6e8\uc774\ud130\u00b7\uc6e8\uc774\ud2b8\ub9ac\uc2a4", "\ud638\ud154\u00b7\ucf58\ub3c4\u00b7\uc219\ubc15\uc2dc\uc124 \uccad\uc18c\uc6d0(\ub8f8\uba54\uc774\ub4dc,\ud558\uc6b0\uc2a4\ud0a4\ud37c)", "\ud638\ud154\u00b7\ucf58\ub3c4\u00b7\uc219\ubc15\uc2dc\uc124 \ud504\ub860\ud2b8 \uc0ac\ubb34\uc6d0", "\ud638\ud154\uc885\uc0ac\uc790", "\ud638\ud154\uc885\uc0ac\uc790,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8", "\ud638\ud154\uc885\uc0ac\uc790,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8", "\ud638\ud154\uc885\uc0ac\uc790,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8,\ub9e4\uc7a5\uad00\ub9ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800", "\ud638\ud154\uc885\uc0ac\uc790,\uc6b4\uc601\ubcf4\uc870\u00b7\ub9e4\ub2c8\uc800,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8", "\ud640\uc11c\ubc84,\uc8fc\ubc29\ubcf4\uc870,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800", "\ud640\uc11c\ubc84,\uce74\ud398\u00b7\ub808\uc2a4\ud1a0\ub791\ub9e4\ub2c8\uc800,\ub9e4\uc7a5\uad00\ub9ac\uc790", "\ud640\uc11c\ubc84,\ud638\ud154\uc885\uc0ac\uc790,\uc548\ub0b4\ub370\uc2a4\ud06c\u00b7\ub9ac\uc149\uc154\ub2c8\uc2a4\ud2b8", "\ud64d\ubcf4 \ub3c4\uc6b0\ubbf8 \ubc0f \ud310\ucd09\uc6d0", "\ud64d\ubcf4\uae30\ud68d,\ucf58\ud150\uce20\uc6b4\uc601\uad00\ub9ac", "\ud654\ubb3c\u00b7\uc911\uc7a5\ube44\uae30\uc0ac", "\ud654\ubb3c\ucc28 \ubc0f \ud2b9\uc218\ucc28 \uc6b4\uc804\uc6d0", "\ud654\ubb3c\ucc28\uc6b4\uc804", "\ud654\ud559\u00b7\ud658\uacbd\u00b7\uc5d0\ub108\uc9c0 \ubd84\uc57c \ub2e8\uc21c \uc885\uc0ac\uc6d0", "\ud654\ud559\uae30\uacc4 \uc124\uce58\u00b7\uc815\ube44\uc6d0", "\ud654\ud559\uc5d4\uc9c0\ub2c8\uc5b4", "\ud658\uacbd\u00b7\uccad\uc18c \uad00\ub9ac\uc790", "\ud658\uacbd\uae30\ub2a5\u00b7\uc18c\uac01\u00b7\uc0c1\ud558\uc218\ucc98\ub9ac,\ud3d0\uae30\ubb3c\ucc98\ub9ac", "\ud658\uacbd\ubbf8\ud654\uc6d0", "\ud658\uacbd\ubbf8\ud654\uc6d0,\ud604\uc7a5\uad00\ub9ac\uc790", "\ud658\uc790\uc548\uc804 \uad00\ub9ac\uc0ac", "\ud68c\uacc4 \uc0ac\ubb34\uc6d0", "\ud68c\uacc4 \uc0ac\ubb34\uc6d0(\uc77c\ubc18 \uc0ac\uc5c5\uccb4)", "\ud68c\uacc4 \uc0ac\ubb34\uc6d0(\ud68c\uacc4\u00b7\uc138\ubb34 \uc0ac\ubb34\uc18c)", "\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34", "\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\uc6b4\uc804\u00b7\uc6b4\uc1a1\u00b7\ubc30\uc1a1,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34", "\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc601\uc5c5\u00b7\ud310\ub9e4\u00b7\ubb34\uc5ed", "\ud68c\uacc4\u00b7\uc138\ubb34\u00b7\uc7ac\ubb34,\ucd1d\ubb34\u00b7\ubc95\ubb34\u00b7\uc0ac\ubb34,\uc778\uc0ac\u00b7\ub178\ubb34\u00b7HRD", "\ud68c\uacc4\ub2f4\ub2f9\uc790,\uc138\ubb34\ub2f4\ub2f9\uc790,\ud68c\uacc4\uc0ac", "\ud68c\uc6d0\uad00\ub9ac,\uc0ac\ubb34\ubcf4\uc870", "\ud68c\uc758\u00b7\ucee8\ubca4\uc158,\uc804\uc2dc\uae30\ud68d,\uad6d\uc81c\ud68c\uc758,\ucee8\ud37c\ub7f0\uc2a4,\ud504\ub85c\ubaa8\uc158"], ["\uacbd\ub825", "\uacbd\ub825 (\ub144\uc218\ubb34\uad00)", "\uacbd\ub825 (\ucd5c\uc18c 10\ub144 \uc774\uc0c1)", "\uacbd\ub825 (\ucd5c\uc18c 10\ub144 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 10\ub144 \uc774\uc0c1) \ud544\uc218", "\uacbd\ub825 (\ucd5c\uc18c 1\uac1c\uc6d4 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 1\ub144 1\uac1c\uc6d4 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 1\ub144 \uc774\uc0c1)", "\uacbd\ub825 (\ucd5c\uc18c 1\ub144 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 1\ub144 \uc774\uc0c1) \ud544\uc218", "\uacbd\ub825 (\ucd5c\uc18c 2\uac1c\uc6d4 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 2\uac1c\uc6d4 \uc774\uc0c1) \ud544\uc218", "\uacbd\ub825 (\ucd5c\uc18c 2\ub144 \uc774\uc0c1)", "\uacbd\ub825 (\ucd5c\uc18c 2\ub144 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 2\ub144 \uc774\uc0c1) \ud544\uc218", "\uacbd\ub825 (\ucd5c\uc18c 3\uac1c\uc6d4 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 3\uac1c\uc6d4 \uc774\uc0c1) \ud544\uc218", "\uacbd\ub825 (\ucd5c\uc18c 3\ub144 \uc774\uc0c1)", "\uacbd\ub825 (\ucd5c\uc18c 3\ub144 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 3\ub144 \uc774\uc0c1) \ud544\uc218", "\uacbd\ub825 (\ucd5c\uc18c 4\ub144 \uc774\uc0c1)", "\uacbd\ub825 (\ucd5c\uc18c 5\ub144 \uc774\uc0c1)", "\uacbd\ub825 (\ucd5c\uc18c 5\ub144 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 5\ub144 \uc774\uc0c1) \ud544\uc218", "\uacbd\ub825 (\ucd5c\uc18c 6\uac1c\uc6d4 \uc774\uc0c1) \uc6b0\ub300", "\uacbd\ub825 (\ucd5c\uc18c 6\uac1c\uc6d4 \uc774\uc0c1) \ud544\uc218", "\uacbd\ub825 (\ucd5c\uc18c 7\ub144 \uc774\uc0c1)", "\uacbd\ub825 (\ucd5c\uc18c 7\ub144 \uc774\uc0c1) \ud544\uc218", "\uacbd\ub825 (\ucd5c\uc18c 8\ub144 3\uac1c\uc6d4 \uc774\uc0c1)", "\uacbd\ub825 (\ucd5c\uc18c 8\ub144 \uc774\uc0c1)", "\uacbd\ub82510\ub144", "\uacbd\ub82512\ub144", "\uacbd\ub82513\ub144", "\uacbd\ub82515\ub144", "\uacbd\ub8251\ub144", "\uacbd\ub82520\ub144", "\uacbd\ub8252\ub144", "\uacbd\ub8253\ub144", "\uacbd\ub8254\ub144", "\uacbd\ub8255\ub144", "\uacbd\ub8256\ub144", "\uacbd\ub8257\ub144", "\uacbd\ub8258\ub144", "\uacbd\ub825\ubb34\uad00", "\uad00\uacc4\uc5c6\uc74c", "\ubb34\uad00", "\uc2e0\uc785", "\uc2e0\uc785 , \uacbd\ub825 (\ub144\uc218\ubb34\uad00)", "\uc2e0\uc785 , \uacbd\ub825 (\ucd5c\uc18c 1\ub144 \uc774\uc0c1)", "\uc2e0\uc785 , \uacbd\ub825 (\ucd5c\uc18c 20\ub144 \uc774\uc0c1)", "\uc2e0\uc785 , \uacbd\ub825 (\ucd5c\uc18c 2\ub144 \uc774\uc0c1)", "\uc2e0\uc785 , \uacbd\ub825 (\ucd5c\uc18c 3\ub144 \uc774\uc0c1)", "\uc2e0\uc785 , \uacbd\ub825 (\ucd5c\uc18c 5\ub144 \uc774\uc0c1)"], ["\uace0\uc878", "\uace0\uc878~\ub300\uc878(2~3\ub144)", "\uace0\uc878~\ub300\uc878(4\ub144)", "\uace0\uc878~\ubc15\uc0ac", "\ub300\uc878(2~3\ub144)", "\ub300\uc878(4\ub144)", "\uc11d\uc0ac", "\uc911\uc878", "\ud559\ub825\ubb34\uad00"], ["\uacc4\uc57d\uc9c1", "\uacc4\uc57d\uc9c1 \ud6c4 \uc815\uaddc\uc9c1 \uc804\ud658 \uac80\ud1a0", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc5c6\ub294 \uadfc\ub85c\uacc4\uc57d", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc5c6\ub294 \uadfc\ub85c\uacc4\uc57d \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc5c6\ub294 \uadfc\ub85c\uacc4\uc57d \ud30c\uacac\uadfc\ub85c", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc5c6\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc5c6\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 10\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 10\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 10\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 11\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 11\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 11\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0) \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 11\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 12\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 12\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 12\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0) \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 12\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0) \ud30c\uacac\uadfc\ub85c", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 12\uac1c\uc6d4 \ud30c\uacac\uadfc\ub85c", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 12\uac1c\uc6d4 \ud30c\uacac\uadfc\ub85c \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 14\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 15\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 15\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 17\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 17\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 18\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 1\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 1\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 20\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 21\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 24\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 24\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 24\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0) \ud30c\uacac\uadfc\ub85c", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 24\uac1c\uc6d4 \ud30c\uacac\uadfc\ub85c", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 28\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 29\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 2\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 2\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 2\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0) \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 2\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 2\uac1c\uc6d4 \ud30c\uacac\uadfc\ub85c", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 3\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 3\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 3\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0) \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 3\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 4\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 4\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 4\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 5\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 5\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 5\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 6\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 6\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 6\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0) \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 6\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 7\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 7\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 8\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 8\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 9\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d \u00b7 9\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 10\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 11\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 12\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 12\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 12\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0) \ud30c\uacac\uadfc\ub85c", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 16\uac1c\uc6d4 \ub300\uccb4\uc778\ub825 \ucc44\uc6a9", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 1\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 1\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 24\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 24\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0) \ud30c\uacac\uadfc\ub85c", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 28\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 29\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 2\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 2\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 3\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 3\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 4\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 4\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 5\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 6\uac1c\uc6d4", "\uae30\uac04\uc758 \uc815\ud568\uc774 \uc788\ub294 \uadfc\ub85c\uacc4\uc57d(\uc2dc\uac04(\uc120\ud0dd)\uc81c) \u00b7 6\uac1c\uc6d4 (\uacc4\uc57d\uae30\uac04 \ub9cc\ub8cc \ud6c4 \uc0c1\uc6a9\uc9c1 \uc804\ud658 \uac80\ud1a0)", "\uc2dc\uac04\uc81c", "\uc815\uaddc\uc9c1"], ["\uac15\ub0a8\uad6c", "\uac15\uc11c\uad6c", "\uac70\uc81c\uc2dc", "\uacbd\uc8fc\uc2dc", "\uad11\uba85\uc2dc", "\uae08\uc815\uad6c", "\uae30\uc7a5\uad70", "\uae40\ud574\uc2dc", "\ub0a8\uad6c", "\ub2ec\uc131\uad70", "\ub3d9\uad6c", "\ub3d9\ub798\uad6c", "\ubc00\uc591\uc2dc", "\ubd80\uc0b0\uc9c4\uad6c", "\ubd81\uad6c", "\uc0ac\uc0c1\uad6c", "\uc0ac\ud558\uad6c", "\uc11c\uad6c", "\uc131\ub0a8\uc2dc", "\uc1a1\ud30c\uad6c", "\uc218\uc601\uad6c", "\uc544\uc0b0\uc2dc", "\uc591\uc0b0\uc2dc", "\uc591\ucc9c\uad6c", "\uc5f0\uc81c\uad6c", "\uc601\ub355\uad70", "\uc601\ub3c4\uad6c", "\uc601\ub4f1\ud3ec\uad6c", "\uc6d0\uc8fc\uc2dc", "\uc74c\uc131\uad70", "\uc815\ubcf4\uc5c6\uc74c", "\uc81c\uc8fc\uc2dc", "\uc885\ub85c\uad6c", "\uc911\uad6c", "\uc9c4\uc8fc\uc2dc", "\ud3c9\ud0dd\uc2dc", "\ud558\ub0a8\uc2dc", "\ud574\uc6b4\ub300\uad6c", "\ud654\uc131\uc2dc", "\ud6a1\uc131\uad70"], ["\uc815\ubcf4\uc5c6\uc74c", "\ud1f4\uc9c1\uae08", "\ud1f4\uc9c1\uc5f0\uae08", "\ud574\ub2f9\uc5c6\uc74c"], ["4\ub300 \ubcf4\ud5d8(\ubbfc\uac04\ubaa9\ub85d)", "\uac74\uac15\ubcf4\ud5d8", "\uac74\uac15\ubcf4\ud5d8 , \uace0\uc6a9\ubcf4\ud5d8", "\uace0\uc6a9\ubcf4\ud5d8 , \uc0b0\uc7ac\ubcf4\ud5d8", "\uace0\uc6a9\ubcf4\ud5d8, \uc0b0\uc7ac\ubcf4\ud5d8", "\uace0\uc6a9\ubcf4\ud5d8, \uc0b0\uc7ac\ubcf4\ud5d8, \uac74\uac15\ubcf4\ud5d8", "\uad6d\ubbfc\uc5f0\uae08 , \uac74\uac15\ubcf4\ud5d8 , \uace0\uc6a9\ubcf4\ud5d8", "\uad6d\ubbfc\uc5f0\uae08 , \uac74\uac15\ubcf4\ud5d8 , \uace0\uc6a9\ubcf4\ud5d8 , \uc0b0\uc7ac\ubcf4\ud5d8", "\uad6d\ubbfc\uc5f0\uae08 , \uac74\uac15\ubcf4\ud5d8 , \uc0b0\uc7ac\ubcf4\ud5d8", "\uad6d\ubbfc\uc5f0\uae08 , \uace0\uc6a9\ubcf4\ud5d8 , \uc0b0\uc7ac\ubcf4\ud5d8", "\uad6d\ubbfc\uc5f0\uae08 , \uc0b0\uc7ac\ubcf4\ud5d8", "\uad6d\ubbfc\uc5f0\uae08, \uace0\uc6a9\ubcf4\ud5d8, \uac74\uac15\ubcf4\ud5d8", "\uad6d\ubbfc\uc5f0\uae08, \uace0\uc6a9\ubcf4\ud5d8, \uc0b0\uc7ac\ubcf4\ud5d8", "\uad6d\ubbfc\uc5f0\uae08, \uace0\uc6a9\ubcf4\ud5d8, \uc0b0\uc7ac\ubcf4\ud5d8, \uac74\uac15\ubcf4\ud5d8", "\uad6d\ubbfc\uc5f0\uae08, \uc0b0\uc7ac\ubcf4\ud5d8, \uac74\uac15\ubcf4\ud5d8", "\uc0b0\uc7ac\ubcf4\ud5d8", "\uc0b0\uc7ac\ubcf4\ud5d8, \uac74\uac15\ubcf4\ud5d8", "\uc815\ubcf4\uc5c6\uc74c"], ["(\uc6d4~\ud1a0)", "*\ubaa8\uc9d1\uc694\uac15 \ucc38\uc870", "2\uc8702\uad50\ub300 / 3\uc8702\uad50\ub300", "3\uad50\ub300\uadfc\ubb34(\uc8fc\ub2f9\ube44)", "3\uc870 2\uad50\ub300/ \uc8fc\uac04 5\uc77c\uadfc\ubb34 2\ud2c0 \ud734\ubb34 / \uc57c\uac04 5\uc77c\uadfc\ubb34 / 3\uc77c \ud734\ubb34", "5\uc77c \uadfc\ubb34/\ub0a0\uc9dc \uc870\uc728 \uac00\ub2a5", "\uaca9\uc77c\uadfc\ubb34", "\uaca9\uc8fc\ud734\ubb34", "\uc0c1\uc138\uc694\uac15 \ud655\uc778", "\uc2a4\uce90\uc974\uadfc\ubb34,\uc6d48\ud68c\ud734\ubb34", "\uc2a4\ucf00\uc904\uadfc\ubb34\uc81c \uc785\ub2c8\ub2e4", "\uc2a4\ucf00\uc904\ud45c\uc5d0 \uc758\ud55c \ud0c4\ub825\uc801 \uadfc\ubb34\uc81c(\uc8fc\ub9d0\ud3ec\ud568)", "\uc2a4\ucf00\uc974 \uadfc\ubb34 (\uc8fc5\uc77c\uadfc\ubb34)", "\uc544\ub798 \uc0c1\uc138\ub0b4\uc6a9 \ucc38\uace0\uc694\ub9dd", "\uc694\uc77c \uc0c1\uad00\uc5c6\uc774 \uc8fc5\uc77c \uc2a4\ucf00\uc904\uadfc\ubb34(\ub2f9\uc6d4 \ud1a0/\uc77c/\uacf5\ud734\uc77c\uc218\ub9cc\ud07c \ud734\ubb34\uc77c \uc81c\uacf5)", "\uc6d4 8\ud68c \ud734\ubb34 + \uc5f0\ucc28", "\uc6d4 8\ud68c \ud734\ubb34+\uacf5\ud734\uc77c \ub300\uccb4\ud734\ubb34", "\uc6d4-\uc77c \uc911 \uc8fc5\ud68c \uc2a4\ucf00\uc904 \uadfc\ubb34", "\uc77c~ \ud1a0 7\uc77c \uc911 5\uc77c \uc2a4\ucf00\uc904 \uadfc\ubb34, 2\uc77c \ud734\ubb34", "\uc8fc 1\uc77c \uadfc\ubb34", "\uc8fc 2\uc77c \uadfc\ubb34", "\uc8fc 3\uc77c \uadfc\ubb34", "\uc8fc 3\uc77c \uadfc\ubb34 (\uaca9\uc77c\uc81c)", "\uc8fc 4\uc77c \uadfc\ubb34", "\uc8fc 5\uc77c", "\uc8fc 5\uc77c (\uc8fc\ub9d0 \ud3ec\ud568\ud55c \uc2a4\ucf00\uc904 \uadfc\ubb34)", "\uc8fc 5\uc77c \uadfc\ubb34", "\uc8fc 5\uc77c \uadfc\ubb34 (\uc6d4~\uae08)", "\uc8fc 5\uc77c \uc2a4\ucf00\uc904\uadfc\ubb34", "\uc8fc 5\uc77c(\uc2a4\ucf00\uc904 \uadfc\ubb34)", "\uc8fc 5\uc77c\uc81c", "\uc8fc 6\uc77c \uadfc\ubb34", "\uc8fc 6\uc77c \uadfc\ubb34 (\uc6d4~\ud1a0)", "\uc8fc 7\uc77c \uadfc\ubb34", "\uc8fc5\uc77c \uadfc\ubb34", "\uc8fc5\uc77c \uc2a4\ucf00\uc904\uadfc\ubb34", "\uc8fc5\uc77c \uc2a4\ucf00\uc974 \uadfc\ubb34", "\uc8fc5\uc77c \uc8fc\ub9d0 \ud3ec\ud568 \uc2a4\ucf00\uc904 \uadfc\ubb34", "\uc8fc5\uc77c(\uc8fc\ub9d0 \ud3ec\ud568)", "\uc8fc5\uc77c(\ud3c9\uc77c/\uc8fc\ub9d0\uad6c\ubd84\uc5c6\uc74c) / \uc77c\uc77c 8\uc2dc\uac04 \ub85c\ud14c\uc774\uc158 \uadfc\ubb34", "\uc8fc5\uc77c\uadfc\ubb34 (\uc8fc\ub9d0 \ud3ec\ud568)", "\uc8fc5\ud68c \uc2a4\ucf00\uc904 \uadfc\ubb34", "\uc8fc6\uc77c\uadfc\ubb34 [\uc6d4 1\ud68c \ud1a0 \ud734\ubb34]", "\uc8fc\uac04\uace0\uc815,\ud1a0\uc694\uc77c \ud2b9\uadfc", "\uc8fc\ub9d0\uc740 \uc26c\ub824\uace0 \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ud604\uc7a5\ud2b9\uc131\uc0c1 \uc8fc\ub9d0\uc5d0 \uc77c\uc744 \ud560\uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\uba74 \ud3c9\uc77c\uc5d0 \uc274\uc218 \uc788\ub3c4\ub85d \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.", "\uc8fc\ub9d0\ud3ec\ud568 \uc8fc 5\uc77c \uadfc\ubb34", "\uc8fc\uc8fc \uc57c\uc57c \ube44\ube44 \uadfc\ubb34", "\uc8fc\uc8fc\uc57c\uc57c\ube44\ube44", "\uc8fc\ud734\uc77c \ubc0f \ud734\ubb34\uc77c\uc740 \ub9e4\uc7a5 \uc6b4\uc601 \uc0ac\uc815\uc0c1 \uc6d4\uc694\uc77c\ubd80\ud130 \uae08\uc694\uc77c \uc0ac\uc774\uc5d0\uc11c \uc815\ud568(\uc8fc5\uc77c)", "\uc9c1\ubb34\ubcc4 \uc0c1\uc774 / \uc0c1\uc138\uc694\uac15 \ucc38\uc870", "\ud0c4\ub825\uc801\uadfc\ubb34\uc81c", "\ud611\uc758\uac00\ub2a5"], ["False", "True"], ["100-299\uc778", "30-99\uc778", "300\uc778\uc774\uc0c1", "5-29\uc778", "5\uc778\ubbf8\ub9cc", "\uc815\ubcf4\uc5c6\uc74c"], ["-", "\uacf5\uacf5\uae30\uad00", "\uc77c\ubc18\uae30\uc5c5"]]
