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=2666 2957 2898 2862 2921 2930 2961 2937 2839 2948 2931 2878 2958 2944 3017 2969 2914 2980 2892 3007 2947 3012 2938 3046 3015 2978 2941 2916 2966 2850 2989 2992 2939 2991 3106 3076 2956 2931 3117 3037 3070 3051 3018 3118 3006 3080 2925 3002 3209 2953 3015 2970 3187 3014 3211 3196 3023 3226 3013 3063 3065 3147 3123 3076 3077 2965 3180 3063 2890 3098 3069 3084 3134 3054 3111 3046 3205 3094 3101 2984 3097 3272 3205 3129 3155 3061 3034 3020 3170 3155 3143 3211 3053 3089 3205 3014 3154 3264 3275 3141 3153 3105 3292 3179 2984 3051 3143 3125 3149 3148 2904 3151 3106 3011 3148 3245 3070 3089 3062 3102 3016 3175 3250 3071 3136 2925 3099 3210 3089 3079 3222 3163 3175 3069 3022 3152 3056 3051 3000 3105 3134 3119 3212 3021 3242 3086 3157 3159 3013 3154 2982 2886 3214 3194 3163 3096 3185 3064 3169 3080 3105 3053 3137 3205 3144 3145 3273 3100 3045 3009 3078 3171 3132 3160 3149 3120 3186 3297 3033 3273 3018 3020 2885 3209 3149 3136 3156 3126 2863 2957 3102 3050 3022 3101 3140 2947 3046 3008 3039 3063 3128 3040 3238 3066 3109 3081 3102 3207 3244 3095 2944 3026 3050 3085 3277 3219 3087 2896 3087 3237 3282 3052 3013 3177 3155 3118 3251 3131 2976 3106 3227 3028 2905 2883 2997 3236 3135 3048 3214 3297 3025 3059 3082 3003 3093 3114 3185 3009 3164 2997 3129 3030 3063 3192 3091 3216 3155 3194 3145 2869 3099 3210 3214 3119 3118 2984 3148 3301 3125 3118 3201 3174 3128 3198 3032 2905 3136 3052 3115 3142 2943 3064 3151 3141 3043 3116 3165 3151 3178 3038 3123 3090 3164 3131 3045 3112 3057 3200 3000 3126 3039 2963 3165 3169 3187 3092 3184 3172 3163 3168 3069 3149 3229 3058 3073 3239 3217 3084 3077 3018 3053 3309 3135 3222 3133 3120 3018 3047 3097 3128 3213 3215 3147 3314 3123 3007 3237 2863 3221 3200 3313 3184 3042 3210 3082 3122 3022 3280 3155 3116 3083 3119 3217 3100 3164 3104 3190 3074 3095 3145 3115 3186 3096 3159 3107 3133 3172 3087 3220 3016 3080 3221 3159 3041 3205 3199 3147 3194 3063 2952 3122 3032 2950 3169 3100 3244 3176 3064 3203 3184 3139 2919 3111 3169 3040 2919 3044 3055 2969 3116 3056 3162 3095 3036 3106 2904 3038 3199 3041 3053 3176 3037 3294 3110 3185 3213 3170 2933 3151 3102 3018 3131 3064 3062 3100 3177 3137 3106 3106 3322 3098 3020 3071 3164 3120 3268 3083 3126 3182 3012 3036 3037 3070 3071 3254 3049 3087 3203 3168 3101 3087 3044 3170 3025 3155 3189 3156 3205 3205 3145 3103 3234 3086 3130 3161 3060 3144 3235 3148 3125 3111 3203 3194 3179 3122 3134 3166 3191 3123 3146 3334 3206 3160 3058 3060 3135 3169 3059 3161 3210 3249 3033 3243 3012 2987 3184 3120 3064 3308 3062 3105 3063 3126 3173 3160 3028 3072 3005 3015 3102 3127 3027 3220 3253 3130 3163 3018 3079 3234 3013 3103 3047 2904 3078 3152 3145 3204 3242 3278 3113 3066 3038 3126 3047 3097 2907 3192 3148 3074 3170 3158 3052 3058 3005 3049 3152 3168 3142 3116 3115 3124 3059 3165 3244 3143 3063 3049 3178 3146 3001 3155 3037 3162 3177 3014 3053 3149 3195 3065 3059 3092 3133 3066 3166 3181 3103 3128 3245 3126 3004 3090 3033 3044 3017 3272 3117 3076 3046 3106 3127 2991 3158 3167 3075 3104 3080 3079 3134 3068 3187 3129 3191 3205 3107 3091 2843 3116 3232 3195 3055 3326 3165 2855 3101 3123 3180 2980 2882 3140 3160 3175 3061 3024 3170 3170 3101 2868 3205 2906 3126 3072 3248 3108 3074 3031 3242 3008 3255 3073 3074 3207 3166 3242 3092 3049 2994 2896 3121 2880 3127 3077 3098 3204 3019 3137 3139 3249 3038 3064 3206 3083 2979 3010 2982 3188 3107 3155 2884 3135 3018 3237 3050 3133 3019 3012 2883 3124 3048 3243 2977 3184 3144 2890 3145 3118 3049 3290 3064 3034 3186 3106 3058 3178 3042 3190 3176 3140 3194 3258 2973 3045 3147 2884 3087 3327 2974 3006 2869 3132 3210 3050 3200 3115 3112 3246 3124 3142 3222 3149 3102 3187 3193 3138 3174 3106 3155 2965 2998 3041 3145 3115 3005 3187 3070 3152 3202 3201 3206 3171 3241 3026 3179 3197 3087 3119 3169 3076 3126 3133 3132 3128 2965 3000 3047 3102 3189 3218 3218 3199 2966 3082 3057 3096 3057 3192 3141 3230 3145 3011 2950 3155 2862 3144 3149 3064 3168 3190 3068 3270 3005 3184 2909 3194 3200 3204 3089 2862 3158 3047 3176 3223 3090 3299 2996 3127 2895 3082 3263 3126 3171 3038 3027 3072 3146 3301 3147 3090 3236 3111 3043 3175 3146 2902 3141 3012 3344 3082 3309 3209 3088 3050 3260 3243 3087 3119 2913 3189 3189 3088 3229 2981 2862 2903 3171 3054 3082 3113 3238 3144 3060 3205 3059 3051 3271 3062 3053 3213 3021 3094 3133 3219 3259 3078 2972 3069 3163 3106 3173 3139 3020 3332 3013 3045 3229 2975 3113 3038 3187 3070 3184 2831 3158 2996 3160 3154 3203 3027 3140 3249 3103 3002 3059 3228 2986 3084 3147 3181 2975 3155 3133 3174 3005 3213 3177 3046 3150 3058 3214 3123 3064

Tree=0
num_leaves=31
num_cat=9
split_feature=9 1 9 0 6 7 15 0 12 2 9 0 2 2 2 0 2 18 2 2 2 2 2 2 12 2 2 2 2 2
split_gain=23.3728 8.42406 6.89973 4.02755 2.11196 1.63684 1.48231 1.3462 1.05396 0.944807 0.888113 0.65006 0.640951 0.626715 0.601819 0.483607 0.473867 0.452602 0.492063 0.42525 0.383029 0.303708 0.265396 0.264729 0.165529 0.138063 0.13662 0.267089 0.121335 0.199954
threshold=0 1.5000000000000002 1 35.850000000000009 2 3 4 44.07500000000001 5 5.5000000000000009 6 36.400000000000006 3.5000000000000004 20.500000000000004 22.500000000000004 39.07500000000001 47.500000000000007 7 442.50000000000006 141.50000000000003 46.500000000000007 22.500000000000004 47.500000000000007 18.500000000000004 8 11.500000000000002 19.500000000000004 7.5000000000000009 144.50000000000003 182.50000000000003
decision_type=9 10 9 8 9 9 9 10 9 10 9 8 10 10 10 10 8 9 8 8 10 10 8 10 9 10 10 8 10 10
left_child=1 3 9 22 7 28 14 12 11 -2 26 -8 -4 -13 15 -7 -9 18 -5 -6 23 -11 -1 25 -12 -14 27 -10 -3 -30
right_child=2 5 4 17 19 6 8 16 10 21 24 13 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.7297465540554224 9.7234228510033525 9.7062360763549798 9.7224431676279792 9.7325319440853768 9.7144976043701163 9.7153259117106341 9.7228140152633653 9.7280325221242769 9.7197904879482664 9.728908256172609 9.7112384423939826 9.706436289953567 9.7195838238764001 9.7186712109533531 9.7113769751816292 9.7217900466918952 9.7105620269178505 9.7130534354469269 9.7142489011102402 9.7192616189489485 9.7278126525878914 9.7289087419908 9.720468382485878 9.7211549361458029 9.7091827769548029 9.7275058953659581 9.7164490890502933 9.7137422100114144 9.7168403125013363 9.708927497863769
leaf_weight=32 31 938 27 35 104 27 34 27 37 44 372 46 54 28 33 54 37 45 27 50 44 35 58 32 435 37 41 44 25 69
leaf_count=32 31 938 27 35 104 27 34 27 37 44 372 46 54 28 33 54 37 45 27 50 44 35 58 32 435 37 41 44 25 69
internal_value=9.71588 9.71419 9.72345 9.72208 9.72077 9.71347 9.71455 9.72298 9.71407 9.73216 9.71363 9.71771 9.72491 9.71575 9.71872 9.72079 9.71818 9.71682 9.71901 9.71684 9.72389 9.73601 9.72827 9.72264 9.71314 9.72375 9.71681 9.71591 9.71231 9.71369
internal_weight=2902 2380 522 197 412 2183 1151 258 1037 110 929 108 194 74 114 81 64 107 62 154 167 79 90 123 807 91 122 81 1032 94
internal_count=2902 2380 522 197 412 2183 1151 258 1037 110 929 108 194 74 114 81 64 107 62 154 167 79 90 123 807 91 122 81 1032 94
cat_boundaries=0 2 4 5 22 23 24 26 27 28
cat_threshold=897 22532 1073872896 128 210 0 128 67108864 516 2 134217792 131072 268566528 33622016 134217728 0 256 0 0 0 0 4096 2149580800 1057024 256 4 4 131138
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=7
split_feature=9 8 6 0 4 0 0 3 4 7 0 3 2 2 2 0 2 2 3 9 6 4 2 12 2 0 0 2 2 2
split_gain=21.3791 3.89745 3.77782 2.64772 3.34505 1.77409 1.68609 1.6277 2.16952 1.32206 0.818332 0.691121 0.788106 0.587149 1.03735 0.575938 0.564907 0.543282 0.894581 0.527271 0.55161 0.557686 1.32982 0.306547 0.276926 0.259091 0.144613 0.172507 0.336682 0.139024
threshold=0 1 2 36.900000000000006 984745000.00000012 30.500000000000004 42.960000000000008 2008.5000000000002 45.000000000000007 3 35.850000000000009 1998.5000000000002 4.5000000000000009 47.500000000000007 16.500000000000004 35.250000000000007 9.5000000000000018 10.500000000000002 1975.5000000000002 4 5 1514.5000000000002 19.500000000000004 6 13.500000000000002 7.7500000000000009 40.675000000000004 16.500000000000004 47.500000000000007 30.500000000000004
decision_type=9 9 9 8 10 10 10 10 10 9 10 10 10 10 10 10 10 10 10 9 9 10 10 9 10 10 8 8 10 8
left_child=1 25 6 4 5 29 7 8 17 13 15 12 -4 14 -5 -7 -17 -2 -19 20 21 22 -11 26 -14 -1 27 -21 -29 -3
right_child=2 3 11 9 -6 10 -8 -9 -10 19 -12 -13 24 -15 -16 16 -18 18 -20 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0033738893790580893 0.0069675522660978028 -0.0082504499057691298 0.0036431323309105931 0.00054810256869607143 0.007226066158815863 0.0028539562463609875 0.0068601056821087523 0.012883581199284209 0.012587996220281729 -0.0031554825483270568 0.00015162369655942094 0.0064764392103687073 -0.0015860639023489399 -0.0056927954025224195 0.0034989067838859466 0.0077839144111927026 0.0075234728421663278 0.004603624317641255 0.01423419334028285 0.00091338894251427984 -0.0048220584537188868 -0.0025430074997431973 0.011184584153438062 -0.0054908966435132101 0.0011381959187551161 -0.0093381958007812214 -0.00057207946777346305 -0.0072676797402915355 0.0047472074829975246 -0.0092959237860991868
leaf_weight=28 50 81 41 44 27 45 48 39 41 45 54 43 33 31 25 27 30 48 40 37 124 39 30 529 50 1136 33 30 25 40
leaf_count=28 50 81 41 44 27 45 48 39 41 45 54 43 33 31 25 27 30 48 40 37 124 39 30 529 50 1136 33 30 25 40
internal_value=-0.000363512 -0.00181303 0.00772072 -0.000293804 0.00296393 0.0016259 0.0107437 0.0126393 0.0109111 -0.00129708 0.00443312 0.00253932 0.001152 0.00288288 0.0052 0.00652427 0.00917241 0.00840288 0.00638202 -0.00178073 -0.000128515 0.001792 0.00394737 -0.00236993 -0.00109524 -0.00348596 -0.000441177 0.000344085 -0.00107143 -0.002
internal_weight=2893 2460 433 1296 304 277 266 218 179 992 156 167 124 100 69 102 57 138 88 892 238 114 75 654 83 1164 125 92 55 121
internal_count=2893 2460 433 1296 304 277 266 218 179 992 156 167 124 100 69 102 57 138 88 892 238 114 75 654 83 1164 125 92 55 121
cat_boundaries=0 2 31 32 49 51 52 54
cat_threshold=257 30724 268435456 12 0 134217728 0 0 262144 0 0 0 0 2052 2048 0 0 0 0 0 33558528 0 384 0 20971520 0 0 49152 0 0 524288 210 1 0 1048576 2107392 0 0 0 0 2048 0 0 0 0 0 0 0 1073741824 1 8196 130 1179712 32
is_linear=0
shrinkage=0.04


Tree=2
num_leaves=31
num_cat=6
split_feature=8 1 0 6 0 6 0 12 2 3 2 18 2 2 2 2 3 2 12 2 2 0 2 2 2 2 2 2 2 2
split_gain=13.2864 6.5745 2.83276 2.53536 2.81534 2.27641 1.19291 0.95612 1.93444 0.828108 0.783511 0.747708 0.676109 0.839187 0.592606 0.858338 0.591115 0.561651 0.540902 0.53924 0.883905 0.465199 0.449924 0.443295 0.417258 0.376448 0.360601 0.395732 0.322557 0.243223
threshold=0 5.5000000000000009 35.850000000000009 1 40.675000000000004 2 40.250000000000007 3 29.500000000000004 1995.5000000000002 4549.0000000000009 4 5.5000000000000009 8.5000000000000018 15.500000000000002 27.500000000000004 2008.5000000000002 37.500000000000007 5 8.5000000000000018 21.500000000000004 6.5000000000000009 8.5000000000000018 365.00000000000006 7.5000000000000009 15.500000000000002 45.500000000000007 23.500000000000004 27.500000000000004 6.5000000000000009
decision_type=9 8 8 9 10 9 8 9 10 10 8 9 10 10 10 10 8 10 9 8 10 10 8 8 10 10 10 10 10 10
left_child=21 3 11 4 7 25 22 12 -9 -10 17 -3 -2 -14 -15 -16 26 24 19 -18 -21 -1 -7 -13 -8 29 27 -5 -24 -4
right_child=1 2 5 16 -6 6 10 8 9 -11 -12 23 13 14 15 -17 18 -19 -20 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002943185828014947 0.0041185531690287793 0.0068301433157593209 0.0023539936760411705 -1.4030923779843954e-05 -0.0054179625014516121 0.0095149377542441769 0.00062026355535872799 -0.00056620221691335926 0.010496085921945539 0.0029644057329263518 0.004520307636311856 0.006459584812946631 0.0067495748239497682 0.0027774005498741733 0.01375725356492096 0.0035858841898532847 -0.0082419171508514976 -0.0005414198670585619 -0.0036850576916911699 0.0030063527805352644 -0.0029048554889188529 -0.0089646679687499647 0.0095242198919327278 0.0038413941251808498 0.007209883639193314 -0.0024822146590657481 -0.002799391397587208 0.0049337945441417551 0.01571031588173618 0.0014153662332809236
leaf_weight=29 37 49 90 37 141 32 31 167 53 25 46 28 26 49 35 47 30 34 408 36 46 1165 34 30 38 41 47 30 28 27
leaf_count=29 37 49 90 37 141 32 31 167 53 25 46 28 26 49 35 47 30 34 408 36 46 1165 34 30 38 41 47 30 28 27
internal_value=-0.000241345 0.00200346 0.00583104 0.000414814 0.00230118 0.00426866 0.00656693 0.00391818 0.00195312 0.00718987 0.00456 0.0115926 0.00597073 0.00741772 0.0060303 0.00809638 -0.00132713 0.00257692 -0.00191939 0.000585365 0.00231325 -0.00346556 0.0103579 0.00827119 0.00462857 0.000284023 0.00125217 0.00311765 0.00812698 0.00145763
internal_weight=2916 1722 508 1214 580 401 243 439 245 78 149 107 194 157 131 82 634 103 520 112 82 1194 94 58 69 158 114 67 62 117
internal_count=2916 1722 508 1214 580 401 243 439 245 78 149 107 194 157 131 82 634 103 520 112 82 1194 94 58 69 158 114 67 62 117
cat_boundaries=0 30 31 32 33 34 35
cat_threshold=268435456 12 0 0 0 0 262144 0 0 0 0 2048 10240 0 0 0 0 0 33558528 0 384 0 20971520 0 0 16384 64 0 524288 4096 194 28 32770 4 1188160
is_linear=0
shrinkage=0.04


Tree=3
num_leaves=31
num_cat=8
split_feature=9 1 9 1 0 2 2 7 15 2 2 2 6 0 9 2 18 3 3 2 3 2 0 6 2 2 3 2 2 1
split_gain=20.5725 7.64978 3.93798 5.18584 3.14998 2.6166 2.12344 1.87127 1.30494 1.07674 0.983309 0.930027 0.803806 0.679816 0.801344 0.608847 0.704675 0.512905 0.471769 0.467784 0.449419 0.393662 0.299634 0.229269 0.586736 0.220757 0.261612 0.158418 0.33867 0.157895
threshold=0 1.5000000000000002 1 5.5000000000000009 35.850000000000009 32.500000000000007 5.5000000000000009 2 3 4.5000000000000009 22.500000000000004 122.50000000000001 4 42.250000000000007 5 15.500000000000002 6 2021.5000000000002 2001.5000000000002 14.500000000000002 1976.5000000000002 17.500000000000004 40.250000000000007 7 38.500000000000007 45.500000000000007 1.0000000180025095e-35 37.500000000000007 12.500000000000002 5.5000000000000009
decision_type=9 10 9 8 8 8 10 9 9 10 10 10 9 8 9 10 9 8 10 10 10 10 10 9 8 10 10 10 8 10
left_child=1 4 6 12 5 -1 -2 -3 10 -5 17 15 -4 14 20 16 22 -9 27 -8 21 -10 -6 29 -25 -26 -27 28 -14 -16
right_child=2 7 3 9 11 -7 19 8 13 -11 -12 -13 18 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.021272995631352182 0.0068571446426138787 -0.0086060812499999893 0.0034320636477716661 0.0075328880033348955 0.0076142834914136159 0.0043361788574470287 0.01225907651208046 0.0068777250765752794 0.0048794007087688222 0.011567336474070496 -0.0066414865375270761 0.015081903246466766 -0.0027190147921545105 -0.0096148554766089002 -0.00594147879019131 -0.0019573655462763197 -0.0045012535100265065 0.0025217990428759414 0.0031303737975086465 0.013658305064528484 -0.0001040770000471148 0.010296164932190379 0.0046499361246042084 -0.0032973871252113809 0.001852701715856503 0.0011452846545639351 -0.0043876618614021147 -0.0024071977116001055 0.0013379271816063628 -0.00028017593907519051
leaf_weight=31 25 1038 123 30 45 65 28 26 30 39 37 25 47 213 349 40 26 64 27 53 49 26 39 276 34 45 30 25 27 27
leaf_count=31 25 1038 123 30 45 65 28 26 30 39 37 25 47 213 349 40 26 64 27 53 49 26 39 276 34 45 30 25 27 27
internal_value=-0.000257144 -0.00163896 0.00777931 0.0051307 0.00469118 0.0104742 0.0144957 -0.00241247 -0.00130156 0.0149143 0.0024058 0.00147727 0.002576 -0.0017578 -0.00127336 0.0002649 0.0018018 0.00483516 0.000116787 0.0189756 0.00189655 0.00449123 0.00357647 -0.00171503 -0.000959597 0.00149091 0.000263157 -0.00116 -0.000213334 -0.00243928
internal_weight=2939 2515 424 318 271 96 106 2244 1206 69 127 175 249 1079 866 150 110 90 126 81 105 56 84 761 385 109 75 99 74 376
internal_count=2939 2515 424 318 271 96 106 2244 1206 69 127 175 249 1079 866 150 110 90 126 81 105 56 84 761 385 109 75 99 74 376
cat_boundaries=0 2 4 21 22 23 25 26 27
cat_threshold=385 30724 1073741824 128 0 128 67108864 4 2 8258 131072 268566528 33622016 0 0 256 0 0 0 0 4096 2149580800 194 0 8196 4 266
is_linear=0
shrinkage=0.04


Tree=4
num_leaves=31
num_cat=7
split_feature=9 14 9 5 0 0 8 4 12 0 4 12 6 0 0 3 5 0 3 3 4 0 3 3 0 3 3 5 3 3
split_gain=19.0517 6.00328 4.78541 3.75594 3.41032 2.99552 1.38313 1.1357 1.04132 0.807312 0.704382 0.694452 0.666254 0.643143 0.475298 0.38258 0.320627 0.260378 0.229366 0.162717 0.124809 0.121189 0.119643 0.18909 0.108135 0.101331 0.106545 0.127371 0.0974917 0.0905302
threshold=0 1 2 1.5000000000000002 35.850000000000009 30.500000000000004 3 5828530000.000001 4 42.960000000000008 642496500.00000012 5 6 33.175000000000004 42.960000000000008 1984.5000000000002 4.5000000000000009 42.250000000000007 2021.5000000000002 2024.5000000000002 6373145000.000001 47.250000000000007 2007.5000000000002 1994.5000000000002 8.5000000000000018 2001.5000000000002 2006.5000000000002 2.5000000000000004 2017.5000000000002 2004.5000000000002
decision_type=9 9 9 8 8 10 9 8 9 8 10 9 9 10 8 10 8 10 8 8 10 10 10 10 10 8 10 8 10 10
left_child=1 6 11 -4 5 -3 24 9 12 -6 -7 19 25 -14 20 -13 -15 22 29 -2 -9 -19 23 -18 -1 -8 27 -27 -24 -5
right_child=2 4 3 18 7 10 8 14 -10 -11 -12 15 13 16 -16 -17 17 21 -20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0058710348789188065 0.0022519863321032092 -0.01261288170117183 -0.0023821608118882987 0.013214643136989539 0.015392901873284579 0.0053889824207035818 -0.0010575597752259139 0.0020924732328188055 -0.0060187080406156872 -0.0060489630026842245 0.0049308365158702121 -0.00017129366787917846 0.021311473295393592 -0.0060900752168666803 -0.0085509714251723341 0.0015882119538157757 0.0020332792710794868 -0.005669542243119545 0.010396819212870213 0.0062160723658420923 -0.0049125890402280043 -0.00049498524407991522 -0.00052721405077469047 0.0037109854395953692 -0.0082618379999999554 -0.0026422250087546739 -0.0033155541237332243 -0.0063921287720733648 0.0016964608731829429 0.013450733045039255
leaf_weight=29 47 30 28 32 38 96 27 139 405 25 25 79 25 40 88 28 101 36 113 66 26 25 31 25 1044 50 44 144 27 28
leaf_count=29 47 30 28 32 38 96 27 139 405 25 25 79 25 40 88 28 101 36 113 66 26 25 31 25 1044 50 44 144 27 28
internal_value=-0.000368458 -0.00169103 0.00739815 0.0118679 0.0023682 0.0073421 -0.00262209 5.04722e-05 -0.00149344 0.0048125 0.0101311 0.00294372 -0.000375428 0.000872273 -0.00114961 0.000440677 0.000349649 0.000894308 0.0146437 0.00506452 0.000120481 -0.00135484 0.00164324 0.00233071 -0.00362731 -0.0018116 -0.00214226 -0.00254359 0.000135592 0.0170492
internal_weight=2941 2520 421 201 467 151 2053 316 980 63 121 220 575 310 253 107 285 245 173 113 165 61 184 126 1073 265 238 194 58 60
internal_count=2941 2520 421 201 467 151 2053 316 980 63 121 220 575 310 253 107 285 245 173 113 165 61 184 126 1073 265 238 194 58 60
cat_boundaries=0 2 3 5 34 35 36 37
cat_threshold=385 30724 8209 512 32816 268435456 12 0 0 0 0 262144 0 0 0 0 2048 2048 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 0 0 524288 1089634 32770 284
is_linear=0
shrinkage=0.04


Tree=5
num_leaves=31
num_cat=6
split_feature=7 7 6 12 1 15 4 1 2 4 3 2 1 12 2 2 2 1 4 2 2 2 2 4 2 2 3 3 2 2
split_gain=13.3983 7.35706 3.49714 2.80547 3.06986 2.06789 1.98591 1.80423 1.38826 0.890081 1.33792 0.685251 0.624086 0.60987 0.52147 0.443062 0.396143 0.369608 0.363808 0.293798 0.26195 0.764816 0.192857 0.138613 0.129435 0.124525 0.202505 0.223716 0.119599 0.117443
threshold=0 1 2 3 2.5000000000000004 4 152.50000000000003 5.5000000000000009 92.500000000000014 33.000000000000007 1975.5000000000002 100.50000000000001 1.5000000000000002 5 7.5000000000000009 38.500000000000007 45.500000000000007 5.5000000000000009 1642125000.0000002 1.5000000000000002 16.500000000000004 21.500000000000004 4.5000000000000009 4350.0000000000009 5.5000000000000009 19.500000000000004 2008.5000000000002 2017.5000000000002 9.5000000000000018 39.500000000000007
decision_type=9 9 9 9 10 9 10 8 10 10 10 8 10 9 10 10 8 10 10 10 8 10 10 8 10 10 10 10 10 10
left_child=7 12 13 17 6 8 19 15 9 10 20 -8 -2 16 -9 -1 28 24 23 -5 22 -22 -6 -7 -4 26 -12 -28 -3 -27
right_child=1 2 3 4 5 18 11 14 -10 -11 25 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0026110602695866964 0.0017807760842335468 -0.0028218950269199451 -0.0020980820099748975 0.006186085700103732 0.0021301638040096237 0.00049342496140265856 0.0047336030552354207 0.0264230347289773 -0.0017586310140365066 0.012432508513105064 0.001949985192723756 -0.0021391014220876491 -0.0079313644799999857 -0.0026634836273514493 0.015915205923264973 0.011768369930526018 0.0023680744669556703 0.00071307953880520361 0.00060100563850557507 0.0091472772858773692 0.0073761111638725729 -0.0023293951028179861 -0.0015788131500311744 -0.005585854180236118 -0.0029109945798810656 0.0070983325679178678 0.0058589894073656267 0.0029895979690190478 0.002067685790794898 0.0014169697172660557
leaf_weight=25 33 42 65 59 52 25 26 27 44 39 35 27 1192 448 33 25 32 32 29 43 29 35 69 153 136 35 33 42 40 25
leaf_count=25 33 42 65 59 52 25 26 27 44 39 35 27 1192 448 33 25 32 32 29 43 29 35 69 153 136 35 33 42 40 25
internal_value=-0.000477654 -0.00103144 0.00075965 0.0021341 0.00325524 0.0020743 0.00833333 0.012562 0.00358129 0.00441519 0.00376404 0.002 -0.00334952 -0.00175916 0.0183607 0.00784314 0.000831999 -0.00168853 -0.00122936 0.0115728 0.00139785 0.00344615 0.000295081 -0.00196648 -0.00239604 0.00631579 0.0054054 0.00657895 -0.000578314 0.00786885
internal_weight=2930 2820 1595 1033 800 645 155 110 438 394 355 53 1225 562 60 50 114 233 207 102 185 64 121 178 201 170 110 75 82 60
internal_count=2930 2820 1595 1033 800 645 155 110 438 394 355 53 1225 562 60 50 114 233 207 102 185 64 121 178 201 170 110 75 82 60
cat_boundaries=0 8 25 26 27 28 29
cat_threshold=268435457 1 0 8192 32 0 0 8192 147456 268435584 1174413312 516 524288 8256 131072 537001984 33622016 134217728 8224 320 0 0 0 0 128 260 149600 2214592512 1100032
is_linear=0
shrinkage=0.04


Tree=6
num_leaves=31
num_cat=6
split_feature=7 7 1 0 1 2 0 0 0 12 17 2 0 2 2 2 0 3 12 2 2 3 13 5 2 2 0 3 3 2
split_gain=15.4448 5.89163 2.92322 2.3399 1.66275 2.03021 1.59436 1.46348 1.40976 1.27395 1.60386 1.26652 0.962077 0.730992 0.688386 0.858346 0.487649 0.464377 0.515822 0.398875 1.05467 0.375205 0.314271 0.549317 0.232359 0.319381 0.189383 0.170498 0.132501 0.126127
threshold=0 1 4.5000000000000009 35.850000000000009 5.5000000000000009 60.500000000000007 40.675000000000004 40.675000000000004 30.500000000000004 2 3 321.00000000000006 35.850000000000009 4.5000000000000009 70.500000000000014 11.500000000000002 36.400000000000006 2008.5000000000002 4 7.5000000000000009 10.500000000000002 2003.5000000000002 5 2.5000000000000004 21.500000000000004 9.5000000000000018 29.500000000000004 2001.5000000000002 2010.5000000000002 9.5000000000000018
decision_type=9 9 10 8 8 8 8 10 10 9 9 8 10 10 10 8 10 10 9 8 10 8 9 8 10 10 10 8 10 10
left_child=4 -2 3 8 7 -6 9 14 -3 10 -4 -5 -12 -10 15 -1 -13 18 27 -14 -21 -22 29 -24 25 -19 -25 -11 -23 -20
right_child=1 2 6 11 5 -7 -8 -9 13 17 12 16 19 -15 -16 -17 -18 24 22 20 21 28 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0053562819671105948 -0.007614109900800017 0.0056179752624266601 -0.0037074850603338451 -0.0023735995725073472 0.015074774518529947 0.0051156076378614376 -0.0079439357588572887 -0.0010600742047521675 0.0032658369641912609 -0.00011956090212441927 -0.0088806864149831785 -0.0039354364403914903 0.0052295236872160087 0.0045442589330259861 0.012103989190721254 0.0095418102559757054 0.0078748998770643303 0.0025640815033966965 -0.004086655261976397 0.0078429231612377488 0.0034148465689640192 0.0018472407200289121 -0.0044223913939155325 -0.0063723730193657744 -0.00014365062307806998 0.0029687311067966983 0.0037082182155168081 -0.0049918384303682655 0.002665172721983299 -0.00070689383492943039
leaf_weight=26 1127 34 144 73 51 37 283 38 45 30 31 25 75 28 26 52 74 43 33 34 25 67 29 26 40 27 104 210 30 79
leaf_count=26 1127 34 144 73 51 37 283 38 45 30 31 25 75 28 26 52 74 43 33 34 25 67 29 26 40 27 104 210 30 79
internal_value=-0.000415339 -0.00127026 0.000302499 0.00401428 0.0092946 0.0140225 -0.000488178 0.00693706 0.00862963 0.000245135 0.00195683 0.00110983 0.00378022 0.0117297 0.00937143 0.0112405 0.00404 -0.000892406 -0.00141406 0.00481034 0.00596178 0.0041626 -0.000156029 0.000964705 0.00144144 0.0028169 0.0021374 -0.00270916 0.00297959 -0.00169106
internal_weight=2946 2716 1589 279 230 88 1310 142 107 1027 406 172 262 73 104 78 99 621 511 231 156 122 271 159 110 70 130 240 97 112
internal_count=2946 2716 1589 279 230 88 1310 142 107 1027 406 172 262 73 104 78 99 621 511 231 156 122 271 159 110 70 130 240 97 112
cat_boundaries=0 17 35 36 37 39 40
cat_threshold=268435457 1 1048576 272384 32 0 0 8192 0 0 0 0 0 0 0 32 16 16384 128 1140858880 4 0 134225984 131072 268566528 33622016 134217728 32768 256 0 0 0 0 0 384 1081346 10 16842784 34 12
is_linear=0
shrinkage=0.04


Tree=7
num_leaves=31
num_cat=6
split_feature=9 1 7 0 7 2 9 6 1 2 3 12 2 2 2 2 3 2 0 1 2 2 2 2 3 2 2 3 0 1
split_gain=13.7674 8.44798 4.30758 2.37357 1.62007 1.46554 1.44591 1.58287 1.39711 1.89766 0.947798 0.830446 0.786075 0.718812 0.678552 0.509795 0.459755 0.362905 0.302612 0.363353 0.281693 0.237769 0.233262 0.204486 0.183999 0.231578 0.183177 0.163212 0.158926 0.139109
threshold=0 1.5000000000000002 1 35.850000000000009 2 47.500000000000007 3 4 5.5000000000000009 84.500000000000014 2010.5000000000002 5 15.500000000000002 129.50000000000003 352.00000000000006 46.500000000000007 2014.5000000000002 141.50000000000003 36.400000000000006 5.5000000000000009 27.500000000000004 9.5000000000000018 64.500000000000014 19.500000000000004 2017.5000000000002 4.5000000000000009 10.500000000000002 1977.5000000000002 40.250000000000007 4.5000000000000009
decision_type=9 10 9 8 9 8 9 9 8 8 8 9 8 8 8 10 10 10 8 10 10 10 8 10 8 10 10 10 8 10
left_child=8 3 14 5 -4 -2 11 10 9 16 -8 18 -5 -14 15 -3 20 -15 -6 -20 26 -12 24 -23 -9 -26 -1 -28 29 -13
right_child=1 2 4 12 6 -7 7 22 -10 -11 21 28 13 17 -16 -17 -18 -19 19 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0060029583071401242 0.0097519274469990858 0.0042054966713853141 -0.0073095455047680249 0.013411493035512881 0.0032369867925180753 0.001860036697400291 -0.001563898305190932 0.002317790833947207 0.010761337732341884 -0.0010334811222672078 0.0042545872987930907 -0.0015606369926323006 -0.0012032131541841291 0.0021236184601670515 -0.0001668624928073756 0.014669014461051183 0.0047014444231213695 0.013654454391688234 -0.0042875947975298491 0.0035933448127739519 0.0061625080513174569 0.0015280113523966621 -0.0058076403262871017 0.0061240727283796348 0.0011817215685836974 -0.0019894589168475414 0.0088335207949258518 0.011126875331746451 -0.0079229951774536407 -0.0045570738890684474
leaf_weight=42 39 53 1045 28 37 56 25 25 50 27 44 29 43 91 28 30 25 29 103 26 26 27 50 25 29 67 31 26 166 616
leaf_count=42 39 53 1045 28 37 56 25 25 50 27 44 29 43 91 28 30 25 29 103 26 26 27 50 25 29 67 31 26 166 616
internal_value=-0.000609732 -0.0014122 -0.00218467 0.00507317 -0.00255312 0.0102083 -0.00155938 0.000897689 0.00862185 0.00725843 0.00421212 -0.00229555 0.00247917 0.00139024 0.00521311 0.00747619 0.00900662 0.00297521 0.000316383 -0.000584616 0.01 0.00635051 -0.00156044 0.00437736 -0.000688526 -0.00148454 0.00884 0.00710345 -0.00282725 -0.00256966
internal_weight=2938 2711 2425 286 2314 95 1269 292 227 177 121 977 191 163 111 83 150 120 166 129 125 96 171 52 121 96 99 57 811 645
internal_count=2938 2711 2425 286 2314 95 1269 292 227 177 121 977 191 163 111 83 150 120 166 129 125 96 171 52 121 96 99 57 811 645
cat_boundaries=0 2 19 37 39 40 41
cat_threshold=1073872896 160 0 1 0 2099200 32 0 0 8192 0 16 0 0 0 0 0 0 16 0 128 603979776 524804 2 8256 131072 268566528 33619968 134217728 0 256 0 0 0 0 4224 256 0 30720 194 1056832
is_linear=0
shrinkage=0.04


Tree=8
num_leaves=31
num_cat=8
split_feature=9 6 1 9 1 3 7 9 4 1 2 12 3 1 2 9 4 2 3 1 3 4 2 3 2 11 1 2 3 2
split_gain=16.1621 6.46448 4.35821 2.49308 2.04918 1.54718 1.50826 1.24501 1.13161 0.926837 0.870142 0.779353 0.68698 0.657623 0.915113 0.656388 0.5514 0.543914 0.461021 0.400623 0.397956 0.326997 0.30153 0.2968 0.277587 0.259335 0.423618 0.338144 0.225164 0.15864
threshold=0 1 1.5000000000000002 2 5.5000000000000009 2008.5000000000002 3 4 45.000000000000007 5.5000000000000009 46.500000000000007 5 1984.5000000000002 5.5000000000000009 13.500000000000002 6 208770000.00000003 11.500000000000002 1998.5000000000002 5.5000000000000009 1994.5000000000002 22819750000.000004 24.500000000000004 2004.5000000000002 7.5000000000000009 7 5.5000000000000009 13.500000000000002 1977.5000000000002 1.5000000000000002
decision_type=9 9 10 9 8 10 9 9 10 8 10 9 10 8 8 9 10 8 10 8 10 8 10 10 10 9 10 10 10 10
left_child=2 3 15 4 23 8 10 24 9 12 22 28 17 14 -9 16 29 -5 -16 -10 -13 -17 -4 -2 -3 26 27 -22 -8 -1
right_child=1 7 6 5 -6 -7 11 13 19 -11 -12 20 -14 -15 18 21 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023384354066132498 0.00042978062644173821 -0.00015039215078085645 0.0022367172100907877 0.0057565475382401051 0.0039724114778250195 0.010045010267243096 -7.3186815558567322e-05 -0.0017710294099267706 0.014131295508392044 0.010575324601361902 0.010282037169218248 -0.0065628863883136716 0.003258862182059943 0.0055675578185072887 0.00084562787463100602 0.0054944914415680571 0.00021370486069336573 0.0019665473580049915 0.0045415281370506785 0.0094700608971695042 -0.0061798424241104634 -0.00068156730324675757 -0.006042957301491474 0.0011065698284150026 -0.0036420342762723836 -0.0075688422369730637 0.0036532944433856109 -0.002209022248267376 -0.0048509187455146189 0.0083576940238939152
leaf_weight=45 91 25 53 25 36 39 180 57 32 25 36 1404 25 39 48 49 28 46 25 27 63 87 27 31 91 119 25 107 47 48
leaf_count=45 91 25 53 25 36 39 180 57 32 25 36 1404 25 39 48 49 28 46 25 27 63 87 27 31 91 119 25 107 47 48
internal_value=-0.00048306 0.00498068 -0.00205754 0.00838144 0.00383432 0.0113217 -0.00267895 0.000337837 0.0101657 0.00783606 0.00170079 -0.00293456 0.00593814 0.00246667 0.00122137 0.00283721 0.00481818 0.00383333 0.00416216 0.0147333 -0.00323424 0.00065306 -0.000493828 0.00156097 -0.00270866 -0.00195556 -0.000873787 -0.00163743 -0.00062185 0.00668085
internal_weight=2980 662 2318 377 158 219 2061 285 180 121 116 1945 96 169 130 257 121 71 73 59 1718 136 80 122 116 314 195 170 227 93
internal_count=2980 662 2318 377 158 219 2061 285 180 121 116 1945 96 169 130 257 121 71 73 59 1718 136 80 122 116 314 195 170 227 93
cat_boundaries=0 2 3 5 15 17 18 20 22
cat_threshold=257 30720 210 0 20 131072 16 1074790400 2099200 0 0 0 8192 0 32 0 4 1048640 0 2048 4 1024
is_linear=0
shrinkage=0.04


Tree=9
num_leaves=31
num_cat=6
split_feature=8 9 1 9 0 0 2 6 0 12 0 3 2 3 2 4 0 2 1 3 2 0 2 2 0 2 12 2 3 5
split_gain=11.8701 8.90213 4.14265 2.12888 1.87152 1.84702 1.76232 1.64566 1.61714 1.0088 1.43973 0.893382 0.633857 1.33226 0.606881 0.58025 0.558716 0.481125 0.471197 0.309746 0.270736 0.347709 0.215053 0.20057 0.192683 0.159967 0.144583 0.204279 0.195423 0.121329
threshold=0 1 5.5000000000000009 2 35.850000000000009 35.850000000000009 20.500000000000004 3 42.710000000000008 4 36.900000000000006 2006.5000000000002 41.500000000000007 2000.5000000000002 5.5000000000000009 2867949500.0000005 35.250000000000007 6.5000000000000009 2.5000000000000004 1995.5000000000002 14.500000000000002 42.710000000000008 99.000000000000014 3.5000000000000004 39.07500000000001 99.000000000000014 5 6.5000000000000009 1971.5000000000002 3.5000000000000004
decision_type=9 9 8 9 8 8 8 9 10 9 10 8 10 10 10 8 10 8 8 10 10 10 8 10 10 10 9 10 10 8
left_child=18 11 3 9 -5 16 20 8 12 10 -3 -2 13 17 -13 -8 -4 -6 -1 -12 21 -7 -17 -10 -24 26 27 -11 -29 -20
right_child=1 2 5 4 7 6 15 -9 23 25 19 14 -14 -15 -16 22 -18 -19 29 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00097957967436724906 0.0077728831520726205 0.014686095017355037 0.0025027898353433072 0.012762151957751581 0.0029044648320020561 0.0079942419000055397 0.012888496558357972 -0.0015891403491155697 0.00013341834357271889 -0.0052350276789222506 -0.0072327136756225822 0.006573493260569524 0.013863203436175305 0.0035166526085044602 0.010415074856831271 -0.0031177576135667448 0.0040996235538925778 -0.0013188896122502359 -0.005015198138486672 0.0013118373406325362 0.0064643243173943769 0.00052105706215640341 -0.0045330031378084659 -0.0041283357580004995 0.001248369955025055 -0.0012144586385994653 -0.00570049147903304 0.00058794736214715451 -0.0020175924600517718 -0.0067546482290447331
leaf_weight=28 29 30 48 35 26 60 35 128 26 40 48 28 33 44 54 43 46 50 204 25 28 38 29 39 93 60 347 55 50 1107
leaf_count=28 29 30 48 35 26 60 35 128 26 40 48 28 33 44 54 43 46 50 204 25 28 38 29 39 93 60 347 55 50 1107
internal_value=-0.000654972 0.00170596 0.000828902 -0.000524591 0.00182653 0.00418052 0.00274006 0.000968299 0.00300437 -0.00189189 0.00164912 0.0120984 0.00537662 0.00396694 0.0153253 0.000398009 0.00909474 0.000727272 -0.00340445 -0.00124324 0.0064252 0.00533333 -0.000602411 -0.00212121 0.000260162 -0.00257194 -0.00285598 -0.00141026 -0.000566039 -0.00353964
internal_weight=2906 1567 1456 1036 381 420 326 346 218 655 103 111 153 120 82 200 94 76 1339 73 126 98 165 65 122 552 492 145 105 1311
internal_count=2906 1567 1456 1036 381 420 326 346 218 655 103 111 153 120 82 200 94 76 1339 73 126 98 165 65 122 552 492 145 105 1311
cat_boundaries=0 27 29 31 32 33 34
cat_threshold=268435456 12 4 134217728 2147483648 0 262144 2147483648 1 0 0 33556484 10240 0 0 0 0 0 4096 0 384 0 20971520 8 0 1073790976 68 1073872896 128 0 22528 210 1188864 2
is_linear=0
shrinkage=0.04


Tree=10
num_leaves=31
num_cat=7
split_feature=9 1 0 7 9 4 1 0 12 1 6 4 0 0 1 3 3 3 12 6 5 0 3 0 3 0 3 5 5 0
split_gain=15.17 8.06398 4.63087 3.02309 2.48507 1.53385 1.47797 1.41978 1.25784 1.23939 0.989842 0.695025 0.624008 0.532729 0.440007 0.367141 0.329515 0.15434 0.144929 0.224909 0.230924 0.208 0.178143 0.143184 0.139574 0.134824 0.132862 0.223131 0.131896 0.0916559
threshold=0 1.5000000000000002 35.850000000000009 1 2 16472860000.000002 5.5000000000000009 42.250000000000007 3 5.5000000000000009 4 1868495000.0000002 42.710000000000008 40.675000000000004 5.5000000000000009 2021.5000000000002 2005.5000000000002 2002.5000000000002 5 6 1.0000000180025095e-35 40.250000000000007 2010.5000000000002 35.250000000000007 2015.5000000000002 39.07500000000001 2018.5000000000002 1.0000000180025095e-35 2.5000000000000004 39.07500000000001
decision_type=9 10 10 9 9 8 10 10 9 8 9 10 10 8 10 8 8 10 9 9 10 8 8 10 8 10 8 10 8 10
left_child=7 2 23 -3 8 11 10 9 13 17 12 -4 15 24 18 -6 -12 -1 19 -10 21 22 -21 -2 -5 -18 -16 -28 -27 -7
right_child=1 3 5 4 6 29 -8 -9 14 -11 16 -13 -14 -15 26 -17 25 -19 -20 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0065760038205005819 0.0062908310346856382 -0.0064844622998829491 0.00093918388169607933 0.0014350262243460977 0.00095683565628942977 -0.0042991414256066274 0.0042580219881519213 0.0012788046751560065 -0.0064350472056939317 0.010018343756074379 0.0019546040657581992 0.012372956696023679 -0.0021473900255834515 -0.0083818509136312884 -0.0051922092307804405 0.011803341665318139 -0.0011160259251428628 0.0045178812144728263 -0.0057384562329774857 -0.0039728005174035162 -0.006771551375529419 -0.0059447821321212948 0.0018648968629449958 0.0043738111661476209 0.001379974256602785 -0.00098665041976416933 0.00031377338732736278 -0.0025989690442303559 -0.0015107058595383185 -0.00084629101238113181
leaf_weight=111 57 1133 28 25 32 38 46 30 159 39 29 33 35 35 28 58 25 54 360 33 31 34 66 47 99 33 50 36 73 93
leaf_count=111 57 1133 28 25 32 38 46 30 159 39 29 33 35 35 28 58 25 54 360 33 31 34 66 47 99 33 50 36 73 93
internal_value=-0.000460862 -0.00131427 0.00490236 -0.00208179 -0.000730355 0.00120207 0.00221053 0.00907755 -0.00176215 0.0106537 0.00118881 0.0063871 0.00367647 0.00143529 -0.00241089 0.00571428 -0.000935673 0.00903614 -0.00282456 -0.0019521 -0.000777144 -8.95532e-05 0.000839999 0.0116571 0.002752 -0.00184849 -0.000139131 0.000643677 -0.00246729 -0.00124243
internal_weight=2950 2716 296 2420 1287 192 331 234 956 204 285 61 125 159 797 90 160 165 683 323 164 133 99 104 124 131 114 86 106 131
internal_count=2950 2716 296 2420 1287 192 331 234 956 204 285 61 125 159 797 90 160 165 683 323 164 133 99 104 124 131 114 86 106 131
cat_boundaries=0 2 19 21 22 23 25 26
cat_threshold=1073872896 160 0 268435584 67108864 516 2 134225984 131072 268566528 33622016 134217728 40960 256 0 0 0 0 4224 0 22528 1056832 130 67239938 32 266
is_linear=0
shrinkage=0.04


Tree=11
num_leaves=31
num_cat=10
split_feature=9 1 8 9 1 1 6 12 9 12 1 4 18 3 16 4 3 3 3 4 5 4 3 3 5 1 3 3 1 18
split_gain=15.923 6.43598 2.66451 2.67469 2.41805 1.88474 1.66112 1.16297 1.03378 0.927731 0.763007 0.502923 0.574674 0.437271 0.434221 0.390967 0.331479 0.598908 0.302054 0.289472 0.261986 0.138275 0.0940734 0.0898582 0.076411 0.0741771 0.0772147 0.115407 0.0700217 0.0657052
threshold=0 1.5000000000000002 1 2 5.5000000000000009 2.5000000000000004 3 4 5 6 5.5000000000000009 5081865000.000001 7 2018.5000000000002 8 10347970000.000002 2004.5000000000002 2017.5000000000002 2002.5000000000002 16472860000.000002 3.5000000000000004 22.000000000000004 1977.5000000000002 2021.5000000000002 1.0000000180025095e-35 4.5000000000000009 2014.5000000000002 2018.5000000000002 4.5000000000000009 9
decision_type=9 10 9 9 10 10 9 9 9 9 10 8 9 8 1 8 8 8 10 8 8 10 10 8 10 10 10 10 10 9
left_child=5 6 28 7 9 -1 19 22 18 15 25 -8 14 -12 -13 -5 -10 -18 -7 -2 -15 -11 24 -17 -4 -9 -27 -28 -3 -21
right_child=1 2 3 4 -6 8 11 10 16 21 13 12 -14 20 -16 23 17 -19 -20 29 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0088500907503684008 0.0024974108790145463 -0.0046994947992032394 0.0047898999497608015 0.014300940498707193 0.0049240262037080849 0.0050956320004338232 0.011878038428182762 -0.0026786044247433306 0.0063688347980054181 -0.00029358620835417531 -0.0069572240636261665 0.0040445490173884801 0.0038268364102824071 -0.0021501616248397575 0.0014963715301774322 0.00043789254628115692 0.011074366081397698 0.0076567760086655636 0.00052506197742543785 -7.4314103813016011e-05 0.00060677954399645075 -0.0014554635466968527 -0.00078847072483103915 0.0047402220813644938 -0.0010140891840502968 -0.0050891955104530066 -0.0053137146433034788 -0.0045580563129498765 -0.006484671790797876 -0.0033197842785210414
leaf_weight=29 38 140 53 27 55 83 33 25 27 141 29 52 55 39 27 42 26 52 32 48 60 47 38 55 25 707 28 43 860 41
leaf_count=29 38 140 53 27 55 83 33 25 27 141 29 52 55 39 27 42 26 52 32 48 60 47 38 55 25 707 28 43 860 41
internal_value=-0.000523328 -0.00142405 -0.00211015 -0.000965615 0.00193651 0.00893846 0.00414915 -0.00199244 0.0079638 0.000613418 -0.00246709 0.00658427 0.00580741 0.000372092 0.00355 0.00314074 0.0108621 0.0132658 0.00396825 0.000376811 0.00164 -0.00116583 0.00170079 0.00216326 0.00263291 -0.00295025 -0.00301926 -0.00172222 -0.00367953 -0.000844445
internal_weight=2957 2708 2414 1414 367 249 294 1047 220 312 931 167 134 128 79 124 105 78 115 127 99 188 116 97 78 803 778 71 1000 89
internal_count=2957 2708 2414 1414 367 249 294 1047 220 312 931 167 134 128 79 124 105 78 115 127 99 188 116 97 78 803 778 71 1000 89
cat_boundaries=0 2 28 30 31 32 34 35 36 37 38
cat_threshold=1075970048 160 0 8 0 0 0 0 0 2147483648 1 0 0 2048 10240 0 0 0 0 0 4096 0 384 0 20971520 0 0 49152 0 22528 196 68165632 0 32 8450 4 2 4
is_linear=0
shrinkage=0.04


Tree=12
num_leaves=31
num_cat=9
split_feature=9 7 1 0 7 9 9 0 18 12 4 12 3 3 0 1 0 3 1 0 3 3 4 4 0 0 12 3 3 4
split_gain=11.7855 5.02584 3.55034 2.79022 2.59524 1.91265 1.74142 1.37829 1.1431 1.10479 0.749103 0.696149 0.822403 0.487675 0.527679 0.428821 0.426087 0.412902 0.411442 0.280979 0.278311 0.251229 0.238307 0.16979 0.0967181 0.146083 0.150924 0.225417 0.0804182 0.0645997
threshold=0 1 4.5000000000000009 35.850000000000009 2 3 4 31.500000000000004 5 6 16472860000.000002 7 2021.5000000000002 2006.5000000000002 42.710000000000008 5.5000000000000009 15.500000000000002 2002.5000000000002 5.5000000000000009 35.600000000000009 2020.5000000000002 1962.0000000000002 2772799500.0000005 3841755000.0000005 36.400000000000006 40.250000000000007 8 2011.5000000000002 2008.5000000000002 6789.5000000000009
decision_type=9 9 10 8 9 9 9 10 9 9 8 9 8 8 10 8 10 10 8 10 8 10 10 8 10 10 9 10 8 8
left_child=6 -2 3 7 8 9 18 16 -4 13 22 12 -7 -6 19 17 -3 -8 21 -15 -13 -1 -5 -22 -11 26 27 29 -28 -26
right_child=1 2 4 10 5 11 15 -9 -10 24 -12 20 -14 14 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0074978084751197637 -0.0060371040159195389 0.015883523491212043 0.01347802940074585 0.0010216471381669274 -0.003809975005513977 -0.00052403756885674728 0.0032881705765825503 0.0039679315515021704 0.0049527687044331704 -0.0067404373828903671 -0.00099079958111033075 0.0033285239812398098 0.0067683982767375098 -0.0035996188123573721 -0.0074658606387773968 0.0070265009771954589 0.0016387262067348019 -0.00099221355278655398 0.010791787552046952 0.0016757931318122261 0.0030989709291126409 0.0041585090220826485 0.011262033134856218 -0.0030080570311439444 -0.0034288549065397845 -0.0073191535777057679 -0.0027911100403010358 0.001359840174759186 -0.004956905184247659 -0.0029643191983892065
leaf_weight=30 1042 26 26 27 32 42 73 40 76 136 129 51 65 26 35 28 50 35 27 92 30 43 28 88 28 178 33 38 174 201
leaf_count=30 1042 26 26 27 32 42 73 40 76 136 129 51 65 26 35 28 50 35 27 92 30 43 28 88 28 178 33 38 174 201
internal_value=-0.000694881 -0.00145414 -7.46099e-05 0.00385382 -0.000949705 -0.00145714 0.00767611 0.00868376 0.00488495 -0.00228862 0.000778377 0.00144948 0.00383051 0.000510203 0.00148052 0.00391837 0.0054026 0.00300917 0.0118919 0.0027563 -0.000200001 0.0111892 0.00464286 -0.00127731 -0.00294368 -0.00276876 -0.00239158 -0.00153957 -0.00324771 -0.00206957
internal_weight=2929 2693 1651 300 1351 1249 236 116 102 973 184 276 107 185 153 136 76 108 100 118 169 73 55 118 788 652 474 267 207 229
internal_count=2929 2693 1651 300 1351 1249 236 116 102 973 184 276 107 185 153 136 76 108 100 118 169 73 55 118 788 652 474 267 207 229
cat_boundaries=0 2 20 37 39 41 42 43 44 45
cat_threshold=1073872896 160 0 128 603979776 4 524290 134217794 131072 131072 33619968 134217728 8192 256 0 0 0 0 128 384 0 17 0 2048 32 0 0 8192 0 8192 0 0 0 0 0 0 16 0 30720 1073741824 128 4 1187904 8450 67143682
is_linear=0
shrinkage=0.04


Tree=13
num_leaves=31
num_cat=4
split_feature=7 9 1 1 12 4 2 12 2 2 0 2 2 2 3 3 0 0 2 3 3 3 2 4 0 3 2 1 2 2
split_gain=11.4471 9.21358 3.00865 2.22348 1.91738 1.59755 1.27584 1.15606 1.05634 1.61774 0.964221 1.18714 0.760433 0.634376 0.465403 0.436598 0.431816 0.374305 0.269303 0.26877 0.242331 0.327222 0.24037 0.216984 0.280098 0.215969 0.212979 0.205167 0.22289 0.154164
threshold=0 1 5.5000000000000009 5.5000000000000009 2 15.000000000000002 365.00000000000006 3 64.500000000000014 12.500000000000002 42.960000000000008 11.500000000000002 15.500000000000002 99.000000000000014 1975.5000000000002 1994.5000000000002 35.600000000000009 38.57500000000001 9.5000000000000018 2001.5000000000002 2015.5000000000002 2006.5000000000002 20.500000000000004 180.50000000000003 39.07500000000001 2009.5000000000002 11.500000000000002 2.5000000000000004 144.50000000000003 698.00000000000011
decision_type=9 9 8 8 9 10 10 9 10 8 8 8 8 8 10 10 8 10 10 10 8 10 10 10 10 10 10 8 10 10
left_child=27 2 7 4 14 8 12 15 9 25 11 -5 18 -14 -3 17 -15 -2 -4 22 21 -9 -11 24 -18 -6 -13 -1 -29 -30
right_child=1 3 6 10 5 -7 -8 20 -10 19 -12 26 13 16 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0008778693684741096 0.0035377715372539877 -0.0014835960686035588 0.0009481275122597072 0.0071892132727750593 0.0021664307493941184 0.012337414515866179 0.010952435565661176 -0.0030980065537601926 -0.0016037202238229453 0.0069649627724217593 0.0029133874102998357 0.0048474938494212126 -0.003421835342063132 0.0015022157337664811 0.0028093732993530328 0.0023543317713085516 -0.0031473607398403176 -0.0040460655661776444 0.0028892613186358956 0.0062963659852738876 -0.0045762250691407805 0.0016078814580539234 0.0083207529794427169 -0.0067829405718888005 0.0065983352301672224 -0.00044220931011562013 0.0078360009825614793 -0.0057242127756189374 -0.0007830421438228233 -0.008969848624395373
leaf_weight=33 29 60 77 35 80 49 30 82 27 31 26 27 67 37 48 26 31 49 30 40 540 50 25 27 54 25 40 1166 74 37
leaf_count=33 29 60 77 35 80 49 30 82 27 31 26 27 67 37 48 26 31 49 30 40 540 50 25 27 54 25 40 1166 74 37
internal_value=-0.000679987 0.00154386 -0.00048772 0.0059313 0.00450777 0.00615278 0.00256497 -0.00188417 0.00492576 0.00592079 0.0106047 0.0123495 0.00181481 0.000442395 -0.000268908 0.00194783 0.00189333 0.000607594 0.00455555 0.00964948 -0.00247145 -0.000962407 0.0115088 0.000637167 0.00162791 0.00245283 0.009 -0.00345193 -0.00355869 -0.00182143
internal_weight=2952 1642 1129 513 385 277 353 776 228 201 128 102 323 216 108 104 149 78 107 96 672 132 56 112 85 105 67 1310 1277 111
internal_count=2952 1642 1129 513 385 277 353 776 228 201 128 102 323 216 108 104 149 78 107 96 672 132 56 112 85 105 67 1310 1277 111
cat_boundaries=0 18 20 21 22
cat_threshold=147456 268435584 67379200 524804 524290 8258 131072 805437440 33622016 134217728 8192 320 268435456 0 0 0 128 384 128 30720 16974944 1188864
is_linear=0
shrinkage=0.04


Tree=14
num_leaves=31
num_cat=8
split_feature=7 7 1 0 0 15 8 4 11 2 0 1 2 0 12 2 2 2 3 0 2 12 4 2 0 3 2 2 12 0
split_gain=11.1943 6.935 3.56738 2.8246 1.45127 1.2606 1.3086 1.22706 0.8322 0.817184 0.75514 0.618765 0.617165 0.612187 0.766828 0.538091 0.459375 0.452444 0.864856 0.434627 0.39957 0.37715 0.370162 0.333572 0.325212 0.282273 0.375955 0.303273 0.243735 0.177221
threshold=0 1 2.5000000000000004 35.850000000000009 42.710000000000008 2 3 215.00000000000003 4 100.50000000000001 35.250000000000007 5.5000000000000009 10.500000000000002 40.250000000000007 5 15.500000000000002 9.5000000000000018 21.500000000000004 2002.5000000000002 36.400000000000006 5.5000000000000009 6 3215.5000000000005 10.500000000000002 7.7500000000000009 2003.5000000000002 11.500000000000002 6.5000000000000009 7 40.250000000000007
decision_type=9 9 10 8 10 9 9 8 9 8 10 10 10 10 9 10 10 10 8 10 8 9 8 10 10 10 10 10 9 10
left_child=4 24 3 10 23 6 -4 -8 11 -5 -3 13 -13 14 15 25 20 -17 -19 -11 -10 22 -7 -1 -2 27 -27 -9 -18 -21
right_child=1 2 5 9 -6 21 7 8 16 19 -12 12 -14 -15 -16 17 28 18 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.022603892175107419 -4.9435226820834234e-05 0.004733170431378819 -0.0067948512963961968 -0.0029545039692298854 0.0062740631910988363 0.0030598462277266741 0.0090585370047619167 0.00072596711046219776 -0.0030709220195264935 -0.0033159053803064548 0.0038387153647387994 0.0043733772823339213 0.00027994795187099604 -0.0053525818024917149 -0.0009369607389941993 0.0070482933948456707 -0.0040037502803850194 0.0075939756870588631 -3.4920882647114866e-05 0.0063344018209605226 0.0075928896655243451 -0.0049861023454121208 -0.0022213707223189007 0.013913651105767045 -0.0054952442645942057 0.00046121058334575916 0.0024240529630822566 -0.0033355612839241367 -0.00038543132700505085 0.0021753717073778674
leaf_weight=27 25 54 104 54 42 26 31 37 48 27 38 52 29 36 135 30 102 27 55 55 30 246 189 51 1108 35 25 49 129 36
leaf_count=27 25 54 104 54 42 26 31 37 48 27 38 52 29 36 135 30 102 27 55 55 30 246 189 51 1108 35 25 49 129 36
internal_value=-0.000752814 -0.00127807 0.000357396 0.00461887 0.010687 -0.000437854 0.000397927 0.000929151 0.000639023 0.00157225 0.0102366 0.00161228 0.00482927 0.00103256 0.00149238 0.00270632 -0.000987501 0.00488495 0.00327711 0.00342857 0.00162025 -0.00212712 -0.000796461 0.0147848 -0.00368182 0.00119728 0.00327869 -0.000275863 -0.00191379 0.00473913
internal_weight=2932 2812 1679 264 120 1415 954 850 819 172 92 510 81 429 393 258 309 112 82 118 78 461 215 78 1133 146 60 86 231 91
internal_count=2932 2812 1679 264 120 1415 954 850 819 172 92 510 81 429 393 258 309 112 82 118 78 461 215 78 1133 146 60 86 231 91
cat_boundaries=0 8 25 26 53 54 55 56 57
cat_threshold=268435456 1 1048576 8192 32 0 0 8192 16384 268435584 604250112 524804 2 8194 131072 268566528 33619968 402653184 8192 2097472 0 0 0 32 128 2216689664 0 8 0 0 0 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4194304 0 0 0 64 4 83984450 67110210 91232
is_linear=0
shrinkage=0.04


Tree=15
num_leaves=31
num_cat=5
split_feature=7 7 12 6 0 2 0 5 2 0 3 4 0 0 2 2 2 2 2 0 0 4 2 2 5 3 6 2 2 0
split_gain=11.7147 5.1627 2.14614 1.58237 1.71095 1.63079 1.31484 1.024 1.07138 1.36562 0.68809 0.667788 0.484031 1.1419 0.448975 0.674038 0.555481 0.394059 0.348571 0.55029 1.17063 0.260981 0.253058 0.284121 0.220263 0.29087 0.203391 0.187799 0.181349 0.173627
threshold=0 1 2 3 44.07500000000001 1.5000000000000002 40.675000000000004 519.00000000000011 26.500000000000004 37.750000000000007 2014.5000000000002 680725000.00000012 36.900000000000006 35.850000000000009 44.500000000000007 70.500000000000014 13.500000000000002 298.50000000000006 30.500000000000004 37.250000000000007 30.500000000000004 680725000.00000012 19.500000000000004 10.500000000000002 3.5000000000000004 2016.5000000000002 4 7.5000000000000009 21.500000000000004 31.500000000000004
decision_type=9 9 9 9 10 10 10 8 10 10 8 10 8 10 10 10 8 10 8 10 10 8 8 10 8 8 9 8 10 8
left_child=6 -2 18 4 7 29 14 -4 9 -9 -11 -8 13 -7 16 -16 -1 -10 19 20 -3 -12 23 -23 -14 28 -21 -6 -26 -5
right_child=1 2 3 5 27 12 11 8 17 10 21 -13 24 -15 15 -17 -18 -19 -20 26 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011192601763523402 -0.00527543449401044 -0.0060121483787377228 -0.0050353980280474732 0.00093002851873663422 -0.0012428027240776345 -0.0028297084025395271 -0.00024620915825247379 0.010318052498174505 -0.00025493535806184073 0.00025147450257818568 0.0073267408237936496 0.0066014897232714977 -0.00055406858713385532 0.010260962070196271 0.013269817592168925 0.0072202561114734004 0.0054140984127104084 0.0029510470645671724 -0.0042850875324182266 -0.00017021813506381232 0.002405001520379551 0.0037511586123995296 0.0067213494089859976 0.00047772492384537792 0.0041976397697625093 -0.0041640211120525707 -0.0042943332682834606 -0.0065617607442761726 -0.0043959158372831875 0.00097072863767202696
leaf_weight=54 1096 48 47 29 25 102 36 36 67 44 25 27 77 26 25 26 69 25 250 112 35 62 39 26 27 167 177 62 46 73
leaf_count=54 1096 48 47 29 25 102 36 36 67 44 25 27 77 26 25 26 69 25 250 112 35 62 39 26 27 167 177 62 46 73
internal_value=-0.000702466 -0.00145282 -1.7095e-05 0.00112205 0.00283156 -0.000336918 0.00762903 0.00407527 0.00487385 0.0063176 0.00495431 0.0029375 -0.00139014 0.00068217 0.00973714 0.013 0.00829032 0.0012043 -0.00184518 -0.00109383 0.0017619 0.00622222 0.00540625 0.00413483 -0.00222642 -0.00282158 -0.00191724 -0.00213636 -0.000702704 0.00419417
internal_weight=2960 2723 1627 1005 458 547 237 371 324 232 196 63 445 128 174 51 123 92 622 372 83 152 127 88 317 240 289 87 73 102
internal_count=2960 2723 1627 1005 458 547 237 371 324 232 196 63 445 128 174 51 123 92 622 372 83 152 127 88 317 240 289 87 73 102
cat_boundaries=0 13 31 33 34 35
cat_threshold=268435457 1 1048576 2107392 32 0 0 8192 0 32 0 0 128 16384 268435584 67117056 516 524288 134225922 131072 809631744 33619968 134217728 0 256 8388608 0 0 0 128 384 223328 2 210 200
is_linear=0
shrinkage=0.04


Tree=16
num_leaves=31
num_cat=9
split_feature=9 14 0 4 7 13 0 9 11 0 3 4 4 0 3 15 3 0 3 0 0 3 0 0 17 18 5 3 4 3
split_gain=9.41358 4.77055 2.41759 4.51291 1.51361 1.19566 1.08022 0.880558 1.11248 0.822341 0.537195 0.439891 0.403777 0.366226 0.293131 0.271644 0.331192 0.582829 0.157762 0.122504 0.119464 0.0953063 0.0864252 0.0891982 0.169212 0.0841458 0.083318 0.0764619 0.0709516 0.0554183
threshold=0 1 38.57500000000001 984745000.00000012 2 3 10.500000000000002 4 5 30.500000000000004 2016.5000000000002 73462200.000000015 5828530000.000001 35.600000000000009 1983.0000000000002 6 2018.5000000000002 39.07500000000001 2001.5000000000002 35.250000000000007 6.5000000000000009 2008.5000000000002 40.250000000000007 36.400000000000006 7 8 2.5000000000000004 2004.5000000000002 48265265000.000008 2006.5000000000002
decision_type=9 9 8 10 9 9 8 9 9 10 10 10 8 10 10 9 8 10 8 10 10 8 10 10 9 9 10 10 8 8
left_child=14 4 3 9 20 11 -6 15 10 -3 18 -4 -7 19 -1 16 -8 -18 -9 -11 -2 -20 23 -17 -25 28 29 -16 -14 -26
right_child=1 2 5 -5 6 12 7 8 -10 13 -12 -13 25 -15 27 22 17 -19 21 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0066899696347320486 -0.0013665532608966805 -0.0066117649888931028 0.0060083531005186023 0.0098505235873884087 0.0057087045952786452 0.002009883215904376 -0.0063426113366014869 0.0015918281707918466 -0.0029182017009332173 0.0022380765264594384 0.0029326844606790653 0.0011776271245827028 -0.0038787526011446862 0.0024862054595966294 0.0093363560612467929 -0.0062879874184699229 -0.0050300979843584479 0.0011544300764867058 -0.00091106542718620207 0.0079822201067709583 -0.0051358241939138335 0.00040256252197264309 -0.0082535994250900191 -0.0052938025236061569 -0.00089132914001165955 -0.0055288942584329186 -0.0051638951917861876 0.0089762525620047749 -0.001577326373487651 -0.0020039745930510834
leaf_weight=49 26 33 62 25 26 51 45 32 100 33 35 52 46 87 30 126 33 43 33 36 886 158 110 106 61 83 26 40 83 345
leaf_count=49 26 33 62 25 26 51 45 32 100 33 35 52 46 87 30 126 33 43 33 36 886 158 110 106 61 83 26 40 83 345
internal_value=-0.000966231 -0.00144934 0.00172093 0.00513488 -0.00230881 -0.000179895 -0.00139225 -0.00157257 0.00013008 0.00296842 0.00151673 0.003072 -0.00164964 0.00417834 0.00956923 -0.00222958 -0.000333334 0.00124675 0.000839285 0.00634286 -0.0035623 0.000395832 -0.0025172 -0.00236993 -0.00213729 -0.00247887 -0.00164334 0.0084507 -0.00181539 -0.00153317
internal_weight=2901 2782 591 214 2191 377 1279 1253 358 189 258 114 263 156 119 895 121 76 223 69 912 191 774 664 538 212 432 70 129 406
internal_count=2901 2782 591 214 2191 377 1279 1253 358 189 258 114 263 156 119 895 121 76 223 69 912 191 774 664 538 212 432 70 129 406
cat_boundaries=0 2 3 19 20 22 24 25 26 27
cat_threshold=1073741824 128 8208 0 0 67108864 524804 524288 134225920 131072 805437440 65536 134217728 32768 0 0 0 0 32 8 0 22528 4 1024 2155872256 18 4
is_linear=0
shrinkage=0.04


Tree=17
num_leaves=31
num_cat=5
split_feature=7 7 9 1 2 6 0 1 0 2 2 0 3 4 0 1 2 2 3 2 1 2 3 18 0 0 0 1 2 2
split_gain=9.51722 4.61245 3.96581 3.60632 1.7768 1.94721 1.53075 1.30608 1.03996 1.02843 0.963236 0.904696 0.802799 0.769096 0.546137 0.707854 0.524319 0.414508 0.523207 0.375245 0.255732 0.198403 0.199276 0.178154 0.170626 0.130595 1.03683 0.165176 0.106764 0.100883
threshold=0 1 2 4.5000000000000009 51.500000000000007 3 35.850000000000009 5.5000000000000009 38.57500000000001 1.5000000000000002 10.500000000000002 40.675000000000004 1993.5000000000002 2867949500.0000005 40.250000000000007 5.5000000000000009 4201.5000000000009 5.5000000000000009 2007.5000000000002 14.500000000000002 2.5000000000000004 144.50000000000003 1996.5000000000002 4 40.675000000000004 35.600000000000009 36.900000000000006 5.5000000000000009 45.500000000000007 4.5000000000000009
decision_type=9 9 9 10 10 9 8 10 8 8 10 10 10 8 8 8 8 10 10 8 10 10 10 9 8 10 10 10 8 10
left_child=7 20 3 6 5 29 10 11 -7 -5 -3 12 23 -8 15 17 -15 -10 -19 -16 -2 -22 -23 -1 25 -11 -27 -28 -13 -4
right_child=1 2 4 9 -6 8 13 -9 14 24 -12 28 -14 16 19 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.02085801071073682 -0.00021274781446939704 0.00089827311767015498 0.0020788906585969651 0.002700365496643892 -0.00078768860898121022 0.013068971733952012 0.0094565026438928612 0.016066532066769668 0.00010325054859522368 -0.0047704951319639463 0.0058038505141314754 0.0057661698662102023 0.0047520479605492171 -0.0060027432070260114 0.0026977721840861914 0.006228963019548092 0.0009303435702681216 0.004535265226886907 0.00036604886668588029 -0.0024772003196318858 -0.0049758182309751929 -0.0033595927027223384 1.28638745733724e-05 0.0041136476230959817 -0.0068276293293488997 0.0025356111416303772 -0.0038797753221476595 -0.00090697468897192612 -4.0294772538010997e-06 -0.0015626283231300626
leaf_weight=37 43 47 29 25 74 29 25 25 31 115 36 25 45 60 25 32 60 74 37 29 1070 60 48 41 190 31 444 58 28 74
leaf_count=37 43 47 29 25 74 29 25 25 31 115 36 25 45 60 25 32 60 74 37 29 1070 60 48 41 190 31 444 58 28 74
internal_value=-0.000837179 -0.00145956 1.30199e-05 -0.00127405 0.0032 0.00443213 0.00317904 0.00733962 0.00616418 -0.00246759 0.00747619 0.00641808 0.00829032 0.000684931 0.00544978 0.00653714 -0.000661158 0.00525874 0.00639286 0.00189091 -0.00328247 -0.00341985 -0.00176147 0.0107342 -0.00270799 -0.00239137 -0.00211985 -0.00256064 0.002 -0.000456141
internal_weight=2947 2746 1525 1091 434 360 228 201 257 863 83 176 123 145 228 174 120 142 111 54 1221 1178 108 78 838 648 533 502 53 103
internal_count=2947 2746 1525 1091 434 360 228 201 257 863 83 176 123 145 228 174 120 142 111 54 1221 1178 108 78 838 648 533 502 53 103
cat_boundaries=0 16 34 36 37 38
cat_threshold=268435457 1 536870912 272512 32 0 0 8192 0 0 0 0 128 0 0 32 147456 268435584 67117056 516 524290 2 131072 805437440 33622016 134217728 0 64 0 0 0 0 1073741824 256 128 30720 260 4
is_linear=0
shrinkage=0.04


Tree=18
num_leaves=31
num_cat=10
split_feature=9 7 6 14 0 2 6 3 15 2 0 18 2 2 2 2 3 0 2 2 2 12 17 11 2 2 2 2 5 2
split_gain=9.66254 2.87188 2.63789 2.47599 1.82771 2.03591 0.933787 0.88871 0.736196 0.903192 0.652005 0.556864 0.652032 0.915693 0.673735 0.455667 0.371632 0.297685 0.296374 0.829592 0.353824 0.270588 0.345712 0.386032 0.484137 0.225946 0.220259 0.210047 0.155768 0.142028
threshold=0 1 2 3 42.960000000000008 12.500000000000002 4 2000.5000000000002 5 22.500000000000004 40.250000000000007 6 10.500000000000002 17.500000000000004 5.5000000000000009 30.500000000000004 2017.5000000000002 6.5000000000000009 14.500000000000002 21.500000000000004 4.5000000000000009 7 8 9 39.500000000000007 4.5000000000000009 105.50000000000001 1425.0000000000002 5.5000000000000009 3550.0000000000005
decision_type=9 9 9 9 8 8 9 10 9 10 10 9 10 10 8 10 10 8 8 10 10 9 9 9 10 10 8 8 8 8
left_child=1 17 7 8 5 -5 10 11 9 25 15 -2 14 -14 -13 -7 -9 -1 20 -20 -4 22 28 24 -24 -3 -8 -25 -10 -28
right_child=2 3 18 4 -6 6 26 16 21 -11 -12 12 13 -15 -16 -17 -18 -19 19 -21 -22 -23 23 27 -26 -27 29 -29 -30 -31
leaf_value=-7.6389520738914812e-06 0.0075437428787419837 0.0034989299510692941 0.0022029436087171767 0.010985968623595598 -0.0065133313941231757 0.00086707985152323971 0.0032713239357348273 0.0057868304648822809 -0.0016679221925976039 -0.0045733251261728244 0.00055364373224442334 0.0005281154378421201 -0.0047068846579326994 0.008639119953908616 0.0040474335451358657 0.0090782425381371462 0.0027974278431329848 -0.0047767855017362137 0.003115258466807872 -0.00011238127705203428 -0.0027166966967167904 -0.0037480623102011698 -0.00049998314260085632 -0.0061797380250440204 0.0021426970005732674 0.0012827256102198453 -0.00058907620296167807 0.00029372178287579765 -0.0063480603584468156 -0.0014784357309860102
leaf_weight=25 47 29 27 47 75 39 31 49 117 32 47 34 36 45 37 32 26 1059 33 57 43 378 128 81 49 39 27 39 124 68
leaf_count=25 47 29 27 47 75 39 31 49 117 32 47 34 36 45 37 32 26 1059 33 57 43 378 128 81 49 39 27 39 124 68
internal_value=-0.000978974 -0.00194752 0.00445843 -0.000723619 0.00205835 0.00354794 0.00205714 0.00682105 -0.0017371 0.00144144 0.0044031 0.00562 0.00439216 0.00190244 0.00716667 0.00716667 0.0107895 -0.00348493 0.000233917 0.00175824 -0.00169014 -0.00209709 -0.00144262 -0.00048052 0.000702127 0.00417391 -0.000467154 -0.00213741 -0.00255556 -0.00145833
internal_weight=2900 2466 434 1382 366 291 244 274 1016 100 118 199 152 81 71 71 75 1084 160 90 70 916 538 297 177 68 126 120 241 95
internal_count=2900 2466 434 1382 366 291 244 274 1016 100 118 199 152 81 71 71 75 1084 160 90 70 916 538 297 177 68 126 120 241 95
cat_boundaries=0 2 20 21 22 23 24 25 26 27 29
cat_threshold=262273 30724 2 128 1141899264 524292 2 134217794 131072 268566528 33622016 134217728 0 64 0 0 0 0 0 128 210 139265 392 2147483648 4 68168034 26 4 1024
is_linear=0
shrinkage=0.04


Tree=19
num_leaves=31
num_cat=5
split_feature=7 7 0 9 1 2 1 0 1 2 3 4 0 2 2 12 3 2 2 0 1 2 1 0 0 2 2 3 12 3
split_gain=7.39709 3.95094 3.38118 3.36547 2.2149 1.65818 1.24468 1.52884 0.987394 1.43292 0.966736 0.885611 0.857156 0.918764 0.820136 0.703933 0.428649 0.395207 0.321041 0.296748 0.420279 0.263362 0.235851 0.190443 0.211953 0.16175 0.155618 0.169238 0.152889 0.561787
threshold=0 1 42.250000000000007 2 4.5000000000000009 28.500000000000004 5.5000000000000009 35.850000000000009 5.5000000000000009 30.500000000000004 2011.5000000000002 3215.5000000000005 36.900000000000006 24.500000000000004 38.500000000000007 3 2001.5000000000002 17.500000000000004 6.5000000000000009 35.600000000000009 1.0000000180025095e-35 66.500000000000014 5.5000000000000009 35.850000000000009 40.675000000000004 3.5000000000000004 17.500000000000004 2012.5000000000002 4 2011.5000000000002
decision_type=9 9 10 9 10 10 10 8 8 8 8 8 8 10 8 9 10 10 8 10 10 10 8 10 10 10 10 10 9 10
left_child=2 -2 8 4 12 6 7 -5 9 -1 -9 -12 13 19 -10 17 21 18 -6 20 -3 -7 -4 -17 28 -13 27 -27 29 -25
right_child=1 3 22 5 15 16 -8 10 14 -11 11 25 -14 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0040235053361620159 -0.0045183438165219041 0.0010639332373598622 -0.0033349777216652942 0.0077877150366374437 3.6118901187172421e-05 0.0077523777141698252 0.0056456489428907131 0.0046706718107948622 0.018335943815923166 0.011117455927453966 0.0079928296360495549 0.00037178080974582605 -0.0016406970059456949 0.0085943551736340669 0.011028040223427451 -0.0054508066796356038 -0.00067332587376587043 -0.0015940020932573976 0.0012047783182102154 -0.0024151448141510445 -0.0051523031825944712 -0.0011156326717049342 0.0013528897077718896 -0.0020830910153365901 -0.0059940384592166388 -0.0036742369198676773 0.0012246089497463203 0.0003998572524661156 -0.0023700730587691387 0.00087734473340927239
leaf_weight=67 1058 31 49 33 29 38 32 31 25 30 27 40 94 57 25 158 46 64 27 34 25 54 33 120 192 53 29 25 372 29
leaf_count=67 1058 31 49 33 29 38 32 31 25 30 27 40 94 57 25 158 46 64 27 34 25 54 33 120 192 53 29 25 372 29
internal_value=-0.00106148 -0.00165079 0.00568333 -0.000411873 -0.00145455 0.00269212 0.00457564 0.00354812 0.00954054 0.00706122 0.00223301 0.00105143 0.00196694 0.00386486 0.0141176 -0.00230242 -0.000805756 0.000610686 0.00308772 0.00131868 0.00308772 0.000774193 -0.000578314 -0.00268027 -0.00242577 -0.00018919 -0.001 -0.00192405 -0.002 -0.000725001
internal_weight=2927 2698 229 1640 1232 408 270 238 147 97 205 174 241 147 50 991 138 120 56 90 56 92 82 871 713 147 107 78 521 149
internal_count=2927 2698 229 1640 1232 408 270 238 147 97 205 174 241 147 50 991 138 120 56 90 56 92 82 871 713 147 107 78 521 149
cat_boundaries=0 14 32 34 36 37
cat_threshold=268435459 1 537919488 10240 32 0 0 8192 0 0 0 0 16 268435456 16384 268435456 67117056 524292 0 8192 131072 805437440 33619968 402653184 32768 64 0 0 67108864 0 1073741952 896 128 30736 68157440 34 231424
is_linear=0
shrinkage=0.04


Tree=20
num_leaves=31
num_cat=8
split_feature=7 9 7 1 0 0 2 9 2 3 2 2 12 2 6 0 2 0 9 1 2 2 3 3 1 2 2 2 3 18
split_gain=7.65915 5.63622 3.4542 2.03857 2.35446 1.96383 1.36071 1.33882 0.890067 0.799106 0.750103 0.741913 0.638955 0.732186 0.469498 0.488429 0.460236 0.419736 0.472938 0.364879 0.684194 0.34193 0.349629 0.301344 0.29713 0.216507 0.197574 0.189511 0.162183 0.152374
threshold=0 1 2 3.5000000000000004 35.850000000000009 40.250000000000007 33.500000000000007 3 64.500000000000014 2018.5000000000002 176.00000000000003 22.500000000000004 4 24.500000000000004 5 42.250000000000007 414.00000000000006 39.07500000000001 6 5.5000000000000009 8.5000000000000018 17.500000000000004 2003.5000000000002 2018.5000000000002 1.5000000000000002 12.500000000000002 1269.0000000000002 4.5000000000000009 1988.5000000000002 7
decision_type=9 9 9 10 8 10 8 9 8 8 8 10 9 10 9 8 8 10 9 10 8 8 10 8 10 10 10 10 10 9
left_child=5 11 24 4 10 -1 -7 12 9 -9 25 28 13 19 26 17 -6 -16 21 20 -5 22 -19 -23 -3 -4 -14 -11 -2 -18
right_child=1 2 3 7 16 6 -8 8 -10 27 -12 -13 14 -15 15 -17 29 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017618678275759411 0.0054427502019046385 -3.7536575467387526e-06 0.0035056112106419683 -0.0039460910196927792 -0.005137725643570964 0.0066963348679299319 0.0019155391933499122 0.0042066466330506749 -0.0013863718313402381 0.0027341564919682883 0.00091971587785534396 0.0027602371944669647 -0.0036012535548057794 -0.0033012925415340623 -0.0030850550236397145 -0.0044693415971371296 0.00045724797261625645 0.002501883555242548 -0.00085371313584903295 0.0027172231213426802 0.0021297911700932765 0.003913695811960223 2.3420952460514965e-06 -0.0033261661829295974 -0.0043595533241879989 0.013749556162871377 -0.00021335497924643352 0.0012154196427303942 0.0037707862780643072 -0.0027383430209470504
leaf_weight=42 41 41 27 34 57 26 41 49 60 35 51 29 575 62 38 106 62 42 101 25 40 27 33 42 1031 27 26 106 30 28
leaf_count=42 41 41 27 34 57 26 41 49 60 35 51 29 575 62 38 106 62 42 101 25 40 27 33 42 1031 27 26 106 30 28
internal_value=-0.000877684 -0.00129055 -0.00164474 -0.000487982 0.00281423 0.00903333 0.00547059 -0.00108702 0.00153257 0.00293194 0.00735849 0.00756757 -0.00165577 0.000674418 -0.00203796 -0.000890001 -0.00045946 -4.22545e-05 0.000569105 0.00284 0.00138667 0.00196129 0.00394737 5.71419e-05 -0.00340536 0.0106182 -0.00275163 0.00138028 0.0105 0.00131868
internal_weight=2934 2825 2725 1653 252 109 67 1401 250 190 105 100 1151 161 990 389 147 283 245 99 74 144 75 69 1072 54 601 141 71 90
internal_count=2934 2825 2725 1653 252 109 67 1401 250 190 105 100 1151 161 990 389 147 283 245 99 74 144 75 69 1072 54 601 141 71 90
cat_boundaries=0 8 10 28 30 32 33 35 36
cat_threshold=268435457 1 0 0 32 0 0 8192 1073872896 128 0 268435456 67108864 524804 2 134225986 131072 537001984 33619968 402653184 32768 64 128 268435456 0 32 128 384 0 30724 68157440 34 284 0 2048 4
is_linear=0
shrinkage=0.04


Tree=21
num_leaves=31
num_cat=11
split_feature=9 8 7 9 4 12 0 0 0 18 0 3 13 0 7 0 3 3 12 3 0 18 12 3 0 3 5 3 4 0
split_gain=7.81848 4.37113 2.81963 2.04441 1.21515 1.11475 0.922038 0.977509 0.740692 1.01688 0.49879 0.465458 0.375499 0.42928 0.343509 0.306502 0.336222 0.302942 0.272975 0.199137 0.198818 0.217435 0.183073 0.192417 0.183761 0.202277 0.248478 0.142706 0.112155 0.0757608
threshold=0 1 2 3 3023950000.0000005 4 36.900000000000006 35.250000000000007 40.250000000000007 5 35.600000000000009 1983.0000000000002 6 40.250000000000007 7 42.710000000000008 1996.5000000000002 2021.5000000000002 8 2002.5000000000002 12.250000000000002 9 10 2011.5000000000002 42.960000000000008 2015.5000000000002 22.500000000000004 2020.5000000000002 12415638000.000002 29.500000000000004
decision_type=9 9 9 9 10 9 8 10 10 9 8 10 9 8 9 10 10 8 9 10 10 9 9 8 8 10 8 8 8 10
left_child=11 18 8 6 5 27 7 20 9 -3 -7 -1 17 19 15 16 -8 -12 29 -14 -4 -22 23 -16 25 26 -25 -5 -28 -2
right_child=1 2 3 4 -6 10 14 -9 -10 -11 12 -13 13 -15 22 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0060368645312715609 -0.004287699973234995 0.018986357360455671 0.006659199843055341 -1.4080075893559341e-05 0.00080769697496873216 0.0040887016528630563 -0.00038025351476054695 0.0050820714511209319 0.0027035440812748337 0.0023530602748415238 0.0016972842315564911 0.0075614019879411392 0.00083096542491105266 -0.0035760207974888576 -0.0028788083536879071 -0.0074108541511976687 0.00067611076180036428 0.0026620583073934403 -0.0042215017370650703 -0.0005009735862051409 0.00048926445166538207 -0.0069409669221202203 -0.0040491159767580744 -0.0043073619781936467 -0.0040128827749621454 -0.0047999587081455552 -0.0073952210342866373 -0.0029728521789439888 0.00041847836831922447 -0.00033015515934046503
leaf_weight=61 65 28 27 32 25 32 59 85 38 51 54 61 73 31 63 25 27 74 977 30 31 117 342 82 93 35 25 76 159 39
leaf_count=61 65 28 27 32 25 32 59 85 38 51 54 61 73 31 63 25 27 74 977 30 31 117 342 82 93 35 25 76 159 39
internal_value=-0.00113365 -0.0015752 -0.000310726 -0.000763683 0.00157991 0.00107196 -0.00162574 0.000459769 0.00540625 0.00805 0.0023082 0.0083609 0.00179468 0.000165516 -0.0022393 -3.27878e-05 0.00110345 0.00322302 -0.00355678 0.00142308 -0.00125 -0.0018255 -0.00251358 -0.0018547 -0.00155949 -0.00107285 -0.00068914 -0.00228572 0.000129729 -0.00118261
internal_weight=2917 2795 1714 1597 427 402 1170 260 117 79 294 122 262 134 910 111 86 128 1081 103 175 148 799 457 394 301 266 108 184 104
internal_count=2917 2795 1714 1597 427 402 1170 260 117 79 294 122 262 134 910 111 86 128 1081 103 175 148 799 457 394 301 266 108 184 104
cat_boundaries=0 2 28 45 47 49 50 51 68 70 71 73
cat_threshold=1075838976 128 268435456 8 0 0 0 1 0 2147483648 0 0 0 131076 10240 0 0 0 0 0 4096 8192 384 0 20971520 0 0 16384 268435457 1 0 2048 0 0 0 8192 0 0 0 0 0 0 0 0 16 128 30720 17891392 2 4 2 0 128 0 2097152 0 0 0 0 2048 32 0 0 0 268435456 0 0 1073741824 17825792 2 4 85010434 32
is_linear=0
shrinkage=0.04


Tree=22
num_leaves=31
num_cat=11
split_feature=7 9 6 2 7 0 9 3 18 0 17 12 6 0 2 0 6 2 2 3 2 4 2 0 2 3 12 2 3 2
split_gain=7.42181 6.81198 3.7738 1.88129 1.61091 1.45244 1.79674 3.38989 0.979293 0.670233 0.659156 0.608702 0.546536 0.480967 0.447209 0.396182 0.456108 0.430506 0.405247 0.335441 0.175004 0.162721 0.158035 0.146117 0.142316 0.164624 0.141076 0.140534 0.159537 0.139999
threshold=0 1 2 56.500000000000007 3 38.57500000000001 4 2022.5000000000002 5 35.850000000000009 6 7 8 30.500000000000004 70.500000000000014 36.900000000000006 9 17.500000000000004 1550.0000000000002 2004.5000000000002 16.500000000000004 199.50000000000003 36.500000000000007 42.960000000000008 141.50000000000003 2003.5000000000002 10 136.50000000000003 2019.5000000000002 13.500000000000002
decision_type=9 9 9 8 9 10 9 8 9 10 9 9 9 10 8 10 9 8 8 10 10 10 10 8 8 10 9 10 8 8
left_child=26 4 -3 5 9 -4 19 -8 -5 -2 29 23 22 -14 -11 18 24 -18 -15 20 -7 -9 -13 27 25 -17 -1 28 -12 -6
right_child=1 2 3 8 10 6 7 21 -10 14 11 12 13 15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0042034328617915045 0.0092539566394983768 -0.00061604333704826336 0.016495794411755575 0.0060392611056032698 -0.004830631578265244 0.0033191118946905391 0.010659412056257391 0.0037642535564666535 -0.00080355108042257594 0.0037000711933345798 2.8248515940098297e-05 -0.0021778205169789479 -0.0053781704671710517 0.0079686295741814885 -0.00031487080527805997 -0.0041033335889010545 0.0027587325286031108 0.00017752265458626502 0.00063377365548575424 0.00049425309384475255 0.0064911747980176768 0.0063722806708427183 -0.0012546134687037682 -0.0093493095177880833 0.00011307230201448383 -8.1036338622126895e-05 -0.0040163111217378852 -0.0031527878759303254 -0.0019608783661631346 -0.0022116194549155629
leaf_weight=137 26 118 25 33 154 53 36 46 46 39 39 99 41 40 39 56 69 75 39 43 31 32 25 56 31 26 995 35 128 339
leaf_count=137 26 118 25 33 154 53 36 46 46 39 39 99 41 40 39 56 69 75 39 43 31 32 25 56 31 26 995 35 128 339
internal_value=-0.00101762 0.000570491 0.00470042 0.00679775 -0.000866131 0.00859925 0.00758678 0.011072 0.00155 0.00368696 -0.00127316 -0.000514287 0.000304687 0.00106185 0.00212658 0.0015905 0.000821704 0.00221935 0.00405 0.00327536 0.00498823 0.00718987 -0.0018963 -0.00205205 -0.00106452 -0.0020241 -0.00354156 -0.00161576 -0.00111905 -0.00240476
internal_weight=2951 1819 463 345 1356 266 241 114 79 104 1252 759 501 377 78 336 257 144 79 127 84 78 124 258 113 82 1132 202 167 493
internal_count=2951 1819 463 345 1356 266 241 114 79 104 1252 759 501 377 78 336 257 144 79 127 84 78 124 258 113 82 1132 202 167 493
cat_boundaries=0 18 20 21 38 40 41 42 43 44 45 46
cat_threshold=147456 268435456 67379200 4 524288 134225984 131072 805437440 33619968 134217728 40992 64 0 0 0 32 1073741952 896 384 30736 260 268435457 16 0 2097152 0 0 0 8192 0 0 0 0 16 0 0 0 16 0 36 4 11 67225664 4 26 1048640
is_linear=0
shrinkage=0.04


Tree=23
num_leaves=31
num_cat=8
split_feature=8 7 7 9 0 12 12 3 0 4 0 0 0 0 3 3 6 0 12 3 0 0 0 4 3 3 0 4 4 3
split_gain=8.36221 5.3678 2.48082 2.51762 1.52647 1.12759 0.888577 0.733486 1.06993 0.548261 0.487829 0.573528 0.476874 0.457833 0.380502 0.36845 0.338676 0.352225 0.267801 0.2352 0.210657 0.198335 0.174092 0.160265 0.15802 0.145514 0.137189 0.0892559 0.0838839 0.0724323
threshold=0 1 2 3 42.710000000000008 4 5 2017.5000000000002 40.250000000000007 6050.0000000000009 36.900000000000006 30.500000000000004 36.900000000000006 35.250000000000007 2013.5000000000002 2011.5000000000002 6 42.960000000000008 7 2020.5000000000002 30.500000000000004 40.250000000000007 16.750000000000004 73462200.000000015 2002.5000000000002 1996.5000000000002 6.5000000000000009 3215.5000000000005 313.50000000000006 2002.5000000000002
decision_type=9 9 9 9 10 9 9 10 10 8 8 10 8 10 8 10 9 8 9 8 10 10 10 10 10 10 10 8 10 10
left_child=18 4 23 5 -2 10 19 8 14 28 11 -4 13 -11 -8 -12 29 21 20 -5 22 24 -1 25 -18 -3 -20 -16 -7 -14
right_child=1 2 3 6 -6 9 7 -9 -10 12 15 -13 16 -15 27 -17 17 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039781941041619482 0.015017221524720693 -0.0032904727011195184 -0.0050209751113823933 0.0024342742482125531 0.0052844597919935298 -0.0013813036832180155 0.0039457004931415553 -0.00028561868761659692 -0.00064268246313076778 0.00060842270926634971 -0.0034766796700555483 0.0038761595485432405 -0.00016348628613398143 0.0055485036272892021 0.0076324119499834222 7.3911869269784562e-05 0.00069141447630959019 -0.00081477489728785024 -0.0026960011903786421 -0.00027514605039207098 -0.0051282406833180116 0.0028636863052449446 0.0087987035633214101 -0.00019666963875025089 0.0030029403283427154 -0.0015874761934754822 -0.0040178690547375325 0.0048329956438293159 -0.0030591427071551048 -0.0021025084644663737
leaf_weight=37 75 208 34 39 43 25 54 25 32 84 279 44 89 53 25 26 136 56 25 63 56 29 32 50 33 68 1034 91 32 31
leaf_count=37 75 208 34 39 43 25 54 25 32 84 279 44 89 53 25 26 136 56 25 63 56 29 32 50 33 68 1034 91 32 31
internal_value=-0.000891029 0.000889913 0.000257266 0.00105345 0.00874419 -4.15895e-06 0.00401176 0.00542857 0.00646305 0.00111917 -0.00165482 0.00111392 0.00155469 0.00356522 0.0077193 -0.0024183 0.000810666 0.0016 -0.00346109 0.000637167 -0.00132353 0.00245226 5.71419e-05 -0.00280119 0.00190588 -0.00326354 -0.0036972 0.00902564 -0.00255173 -0.000916031
internal_weight=2908 1724 1606 1280 118 951 329 227 202 568 383 78 511 137 170 305 374 254 1184 102 125 198 69 326 169 276 1059 116 57 120
internal_count=2908 1724 1606 1280 118 951 329 227 202 568 383 78 511 137 170 305 374 254 1184 102 125 198 69 326 169 276 1059 116 57 120
cat_boundaries=0 27 35 52 54 55 57 58 59
cat_threshold=268435456 8 4 134217728 0 0 0 2147483648 1 0 0 131076 10240 0 0 0 0 0 33558528 8192 384 0 20971520 8 0 49152 68 268435456 1 1048576 0 32 0 0 8192 16386 0 536879104 0 2 134217728 33685504 0 33556480 0 8192 0 16 0 0 32 4224 128 30736 125216 17891424 2 70 1048640
is_linear=0
shrinkage=0.04


Tree=24
num_leaves=31
num_cat=10
split_feature=7 7 8 2 12 0 17 4 14 2 6 2 3 12 2 3 2 2 2 2 4 3 2 18 18 2 2 2 2 0
split_gain=6.97769 4.4031 1.44165 1.36868 1.32842 1.10465 1.05189 1.82941 0.980084 0.696888 0.688205 1.13223 0.567588 0.511087 0.599539 0.648468 0.358265 0.3259 0.287334 0.28073 0.278962 0.233072 0.198696 0.178383 0.167699 0.161952 0.14496 0.143913 0.123711 0.116352
threshold=0 1 2 10.500000000000002 3 42.960000000000008 4 2867949500.0000005 5 18.500000000000004 6 10.500000000000002 1990.5000000000002 7 14.500000000000002 2008.5000000000002 24.500000000000004 66.500000000000014 1.5000000000000002 9.5000000000000018 6789.5000000000009 2008.5000000000002 49.500000000000007 8 9 4.5000000000000009 3550.0000000000005 2930.0000000000005 21.500000000000004 6.5000000000000009
decision_type=9 9 9 10 9 8 9 8 9 8 9 10 8 9 10 10 10 10 10 10 10 8 10 9 9 8 8 8 10 10
left_child=27 3 -3 -2 6 8 17 -8 12 -10 11 18 -6 14 -14 16 -16 20 -9 25 -4 -15 -18 -5 -11 -12 -26 29 -21 -1
right_child=1 2 4 23 5 -7 7 10 9 24 19 -13 13 21 15 -17 22 -19 -20 28 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0018044788091018541 0.0038382996896835983 -0.0036453382211684014 -0.00094262854573078396 0.0081476986798435652 0.0069050926650462766 -0.0052699696568106668 0.0076090805246580122 0.0047308333918453117 0.0064340029378785251 0.00059538966425510306 -1.876629746457182e-05 0.00064244259767602067 -0.0015891633145848083 -1.0586645585422203e-05 0.0013270117252987903 0.0036597427745285811 -0.0036943263339380456 -0.0052119126783793926 0.004499914296484441 0.004012831334174384 0.00053849712810885759 -0.0034464373614440233 2.5268652892502133e-05 0.0048450566343207846 -0.00097841803237682062 -0.0022956280873206517 0.0012823391894859224 -0.00070567818660236979 6.569493882157522e-05 -0.003683940270653204
leaf_weight=26 46 223 98 32 26 159 37 26 42 49 27 52 160 36 50 39 43 33 37 30 45 178 62 38 44 28 47 69 59 1109
leaf_count=26 46 223 98 32 26 159 37 26 42 49 27 52 160 36 50 39 43 33 37 30 45 178 62 38 44 28 47 69 59 1109
internal_value=-0.00111149 0.000509959 -4.87517e-05 0.00768504 0.000431593 -0.000443976 0.00213665 0.00357003 0.000175031 0.00265285 0.00247692 0.00460317 -0.000621489 -0.000899825 6.57525e-05 0.00155897 0.000384614 -0.000342247 0.0085625 0.000412902 0.000472221 -0.00238222 -0.000943397 0.011831 0.00141844 -0.00178572 0.000391303 -0.00343704 0.00182222 -0.00357394
internal_weight=2950 1746 1630 116 1407 935 472 296 776 182 259 115 594 568 354 194 155 176 63 144 143 214 105 70 140 55 91 1204 89 1135
internal_count=2950 1746 1630 116 1407 935 472 296 776 182 259 115 594 568 354 194 155 176 63 144 143 214 105 70 140 55 91 1204 89 1135
cat_boundaries=0 18 26 53 55 56 57 58 59 60 61
cat_threshold=16386 0 67117056 524804 524288 134217794 131072 805437440 33619968 402653184 32768 2097280 16 0 0 32 4224 256 268435456 1 0 10240 32 0 0 8192 1073741824 8 0 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 4096 0 0 0 4194304 0 0 16384 64 2 32 11 139265 200 67341376 4 4
is_linear=0
shrinkage=0.04


Tree=25
num_leaves=31
num_cat=7
split_feature=7 7 1 9 0 0 2 2 15 2 3 1 0 2 3 2 9 2 5 12 3 4 2 2 2 2 4 12 0 0
split_gain=7.21041 3.69499 2.39295 2.34541 1.79237 1.56666 1.30711 1.15215 0.930673 1.16717 0.710149 0.698787 0.475486 0.455815 0.438235 0.410208 0.385902 0.473344 0.401451 0.375175 0.501821 0.307817 0.3072 0.231822 0.193499 0.208623 0.169029 0.155762 0.209729 0.457236
threshold=0 1 1.5000000000000002 2 40.250000000000007 36.900000000000006 9.5000000000000018 33.500000000000007 3 4.5000000000000009 2001.5000000000002 5.5000000000000009 42.250000000000007 6.5000000000000009 2010.5000000000002 15.500000000000002 4 24.500000000000004 1.0000000180025095e-35 5 2018.5000000000002 152.50000000000003 24.500000000000004 8.5000000000000018 46.500000000000007 19.500000000000004 6050.0000000000009 6 30.500000000000004 16.750000000000004
decision_type=9 9 10 9 10 8 10 8 9 8 10 10 8 10 10 8 9 8 10 9 8 10 10 10 8 10 10 9 10 10
left_child=4 27 5 10 -1 6 -3 -6 9 -5 13 -11 16 -4 -12 -13 19 18 23 20 -10 -7 -15 -18 25 -22 -21 28 29 -2
right_child=1 2 3 8 7 21 -8 -9 12 11 14 15 -14 22 -16 -17 17 -19 -20 26 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014940459233658301 -0.0037277509946141763 0.001643880038939315 0.0019307729753428174 0.00074878228725046292 0.0053165058666372368 0.001351378732088993 0.011332116655393033 -0.00064047011053879402 -0.0042297627560050587 0.001993482839733658 -0.0012446767344362817 0.0010750154168352388 -0.0049319962294320065 0.0052847422876604981 0.0025179342770477991 -0.00399367087223222 0.012937876220107348 -0.00038959672403184314 -0.00082462870585564097 -0.0025792205284132191 0.00050152010742905641 -0.0037753031267701857 0.00083797957203449853 0.0016878751993129901 0.0028520859306303578 -0.0035337879446316217 -0.00091277452598494504 -0.0034761792241889823 -0.0056564104275820442 0.011469248691415657
leaf_weight=55 43 57 35 44 27 57 36 41 38 40 25 39 188 48 41 73 25 84 41 586 47 44 26 34 29 27 25 968 68 33
leaf_count=55 43 57 35 44 27 57 36 41 38 40 25 39 188 48 41 73 25 84 41 586 47 44 26 34 29 27 25 968 68 33
internal_value=-0.00111316 -0.0015377 -0.000350589 -0.000895723 0.00797015 0.00381538 0.00753191 0.00417391 -0.00147258 0.00104348 0.00333333 -0.000575164 -0.00191718 0.00549091 0.000238805 -0.00219469 -0.00156243 0.000123076 0.0019802 -0.0019502 -2.63167e-05 0.00035294 0.00725333 0.00406667 0.00142308 0.000319999 -0.00238585 -0.00331968 -0.00165161 -0.000311689
internal_weight=2924 2801 1689 1495 123 194 93 68 1320 196 175 152 1124 109 66 112 936 184 100 752 141 101 74 59 103 74 611 1112 144 76
internal_count=2924 2801 1689 1495 123 194 93 68 1320 196 175 152 1124 109 66 112 936 184 100 752 141 101 74 59 103 74 611 1112 144 76
cat_boundaries=0 8 26 28 29 31 33 34
cat_threshold=268435457 1 0 8192 32 0 0 8192 16386 268435456 67108864 4 524288 8194 131072 805437440 33619968 134217728 40992 64 268435456 0 0 0 4224 128 1073741824 160 2157969408 0 22544 68288576 2 1048640
is_linear=0
shrinkage=0.04


Tree=26
num_leaves=31
num_cat=6
split_feature=7 9 1 12 1 0 9 3 3 2 0 2 0 0 2 2 2 2 0 2 2 0 0 2 2 12 12 0 0 0
split_gain=6.14488 4.63144 2.35622 1.49323 1.40787 1.01617 0.880557 1.06592 1.0155 0.856519 0.730534 0.543498 0.505151 0.448806 0.537032 0.389365 0.372624 0.277577 0.268772 0.278575 0.2401 0.211441 0.240687 0.206104 0.186662 0.148678 0.132657 0.447923 0.995624 0.120629
threshold=0 1 4.5000000000000009 2 5.5000000000000009 35.600000000000009 3 2022.5000000000002 1990.5000000000002 21.500000000000004 40.250000000000007 40.500000000000007 6.5000000000000009 35.850000000000009 13.500000000000002 50.500000000000007 321.00000000000006 18.500000000000004 40.250000000000007 3.5000000000000004 59.500000000000007 40.675000000000004 36.400000000000006 25.500000000000004 14.500000000000002 4 5 18.500000000000004 33.175000000000004 35.850000000000009
decision_type=9 9 10 9 8 8 9 8 10 8 10 8 8 10 10 8 10 10 10 10 8 8 10 10 10 9 9 10 10 10
left_child=12 2 5 9 6 23 8 -8 17 13 15 -9 -1 -4 -15 -6 18 -3 -7 -20 -11 22 -5 -2 -24 -26 27 -14 -29 -22
right_child=1 4 3 21 10 16 7 11 -10 20 -12 -13 26 14 -16 -17 -18 -19 19 -21 29 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0029361685293271761 0.0016427895618390074 0.0073581875747590723 -0.0047838793525295867 -0.0035911494842771215 0.0057209797118471083 -0.0026236505996154024 0.0087518804820773538 0.0010198411355021985 -0.0011163324510964359 -0.001991449512385272 0.0035997551460681615 0.0070327218949239705 -0.003549560852077467 0.00033461129342725923 0.0028581178460274932 0.0032822415381333152 0.0069391399980878402 -6.3086013777992682e-06 0.0066527783175373027 -0.0029950910246090111 -0.0024299231288997447 -0.0049080684530580882 -0.002180658964223385 0.0035441681615408826 -0.0019277313558123618 -0.00033337468705582976 -0.0034519492104348399 0.010213542507498192 -0.0064948209004198603 0.0003506040874605075
leaf_weight=25 47 57 30 101 45 97 44 72 75 59 46 27 79 85 27 27 25 42 31 33 25 194 188 34 122 105 1049 26 47 65
leaf_count=25 47 57 30 101 45 97 44 72 75 59 46 27 79 85 27 27 25 42 31 33 25 194 188 34 122 105 1049 26 47 65
internal_value=-0.00107713 0.00048308 -0.000744332 -0.00164072 0.00399103 0.00258209 0.00267924 0.00485714 0.000562161 0.000781456 0.00779832 0.00284 -0.0032207 0.00302098 0.00417699 0.0103014 0.000941176 0.00324 0.000222221 0.00221538 -0.00130667 -0.00260749 -0.00221277 0.00629268 -0.00177885 -0.001 -0.00336439 -0.00176687 0.000378377 -9.43194e-10
internal_weight=2929 1703 1268 1001 435 267 317 143 174 291 118 99 1226 142 112 72 186 99 161 64 149 710 516 81 415 227 1201 152 73 90
internal_count=2929 1703 1268 1001 435 267 317 143 174 291 118 99 1226 142 112 72 186 99 161 64 149 710 516 81 415 227 1201 152 73 90
cat_boundaries=0 18 20 22 24 25 27
cat_threshold=147458 128 67117056 516 524288 8194 131072 537001984 33622016 134217728 32768 64 268435472 0 0 32 128 384 128 30736 1188928 32 1 36 16777474 1048832 2
is_linear=0
shrinkage=0.04


Tree=27
num_leaves=31
num_cat=10
split_feature=7 9 1 12 4 2 9 18 2 2 2 16 2 2 17 12 5 3 18 4 3 12 1 2 5 2 2 3 2 2
split_gain=5.50066 2.87887 2.49796 1.59831 1.48451 1.24368 1.04428 0.704108 0.691104 0.662994 0.66073 0.377764 0.359502 0.518688 0.335902 0.50461 0.34039 0.372179 0.304694 0.270756 0.260592 0.256592 0.256577 0.319623 0.230872 0.294902 0.21512 0.197302 0.366653 0.191453
threshold=0 1 4.5000000000000009 2 676.50000000000011 365.00000000000006 3 4 42.500000000000007 80.500000000000014 1.5000000000000002 5 6.5000000000000009 64.500000000000014 6 7 1.5000000000000002 1971.5000000000002 8 5544455000.000001 2018.5000000000002 9 5.5000000000000009 11.500000000000002 4.5000000000000009 16.500000000000004 301.00000000000006 2007.5000000000002 11.500000000000002 28.500000000000004
decision_type=9 9 10 9 8 10 9 9 8 8 8 1 8 10 9 9 8 10 9 10 10 9 10 8 8 10 8 8 10 10
left_child=19 2 5 4 -3 6 9 -6 20 -2 -4 14 -5 27 -12 16 -16 24 -11 21 -9 -1 26 -24 -18 -26 -17 -14 -29 -8
right_child=1 3 10 12 7 -7 29 8 -10 18 11 -13 13 -15 15 22 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0034307471212875439 0.0079837728124164831 0.015163988276537449 0.00098164788195212915 -0.0023362241691640136 0.0053781102822291517 0.0065738670375324664 -0.0003078519013238582 0.0043041581832756323 -0.00011826730730260917 0.00048084614432866604 -0.0029634038103472544 -0.0066706215904253343 0.0085100717491481646 -0.0027329610944155582 -0.0049533424153287899 -0.0028035202872397592 -0.00088918256208327464 -0.00024341513847105401 -0.0026947658045776085 -0.00075517521123532011 0.0009225223832535186 -0.0032625338453959535 0.0010642979464418579 -0.00068293921196875952 0.00085924284291404452 0.0045103752331889522 -4.3010942062461992e-06 0.0039085883362299069 -0.00011843780362001913 -0.006316913384623004
leaf_weight=149 40 26 29 66 36 26 72 120 59 37 197 123 30 38 25 312 25 90 27 25 25 1010 25 26 50 34 48 48 74 30
leaf_count=149 40 26 29 66 36 26 72 120 59 37 197 123 30 38 25 312 25 90 27 25 25 1010 25 26 50 34 48 48 74 30
internal_value=-0.00120698 0.000233275 -0.000834557 0.00268668 0.0048231 0.00288412 0.00181642 0.0039834 0.0030439 0.00438261 -0.00172183 -0.00190377 0.00035955 0.00125654 -0.00159424 -0.00108359 0.000442552 0.00102 0.00221538 -0.00329372 0.00452055 -0.00341035 -0.00190521 0.000692307 0.00258182 0.00357647 -0.00232687 0.00230065 0.00156097 -0.00113274
internal_weight=2922 1738 1216 522 266 232 206 240 204 104 984 955 256 190 832 635 224 199 64 1184 145 1159 411 51 109 84 360 152 122 102
internal_count=2922 1738 1216 522 266 232 206 240 204 104 984 955 256 190 832 635 224 199 64 1184 145 1159 411 51 109 84 360 152 122 102
cat_boundaries=0 18 20 22 24 25 26 27 28 29 31
cat_threshold=16384 128 67117056 262660 524290 8258 131072 805437440 65536 402653184 32768 2097216 268435472 0 0 32 4096 384 128 30720 83888386 32 0 2048 4 2 50 66 4 1048640 2
is_linear=0
shrinkage=0.04


Tree=28
num_leaves=31
num_cat=6
split_feature=8 9 1 2 0 3 2 4 2 2 2 18 5 2 0 3 1 3 17 4 2 2 0 11 2 2 2 2 2 13
split_gain=5.86168 3.14202 2.04036 1.00472 0.701168 0.6174 0.672258 0.691935 0.498914 0.691963 0.902362 0.42297 0.392337 0.625196 0.418734 0.388416 0.384728 0.348293 0.347349 0.348702 0.337619 0.293188 0.431324 0.243216 0.225955 0.181416 0.168442 0.166671 0.165054 0.339717
threshold=0 1 5.5000000000000009 64.500000000000014 42.250000000000007 2018.5000000000002 17.500000000000004 4350.0000000000009 25.500000000000004 172.50000000000003 510.50000000000006 2 3.5000000000000004 8.5000000000000018 35.600000000000009 2001.5000000000002 3.5000000000000004 1975.5000000000002 3 22.000000000000004 14.500000000000002 9.5000000000000018 40.250000000000007 4 11.500000000000002 5.5000000000000009 16.500000000000004 111.00000000000001 144.50000000000003 5
decision_type=9 9 8 8 8 10 10 8 10 10 10 9 8 8 8 10 8 10 9 10 8 10 10 9 10 10 10 10 10 9
left_child=16 2 4 5 11 6 7 -3 12 -10 -11 -2 -4 -14 -15 24 20 -8 -13 23 -1 22 -16 26 25 -9 -20 -5 29 -25
right_child=1 3 8 27 -6 -7 17 15 9 10 -12 18 13 14 21 -17 -18 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0025310764131920615 0.00072475868715557651 0.0063929057547994165 -0.00089397388204803948 -0.0010002773883303838 -0.0047470392196074648 -0.00019576055870432665 0.0035001372560637622 0.00082587135482782028 -0.0035682527606705522 0.0063109123560311535 -0.0055632430744352 -0.0039673170235711916 0.0066079730429161564 0.00046161229855549383 -0.0011794320105899081 0.004861377386350966 -0.0040738895420131876 0.0083399102543938383 -0.00010639999238604663 -0.0025471250046411147 -0.0030999666800839406 0.002661368194852532 0.0017052932056134571 -0.0017157907611420333 -0.0035442637495222118 0.0022029082769472598 -0.002739229231583571 0.00036988590069651149 0.00013074782983100606 0.00021856203987769598
leaf_weight=33 32 25 41 51 214 26 43 34 63 26 26 145 59 52 66 29 1004 32 48 73 92 47 39 223 30 36 53 25 45 236
leaf_count=33 32 25 41 51 214 26 43 34 63 26 26 145 59 52 66 29 1004 32 48 73 92 47 39 223 30 36 53 25 45 236
internal_value=-0.00125873 0.00015519 -0.000635091 0.00361403 -0.00156636 0.00492187 0.00558261 0.00402581 0.00172381 -0.000517242 0.00286792 -0.0010514 0.00257049 0.00313636 0.00206829 0.0028 -0.00350526 0.00868421 -0.00122816 -0.000801162 -0.00142857 0.000993463 -0.00018868 -0.00049505 0.00158416 0.0028169 -0.00217857 -0.000311689 -0.000108739 -0.000339131
internal_weight=2948 1819 1488 331 1069 255 229 154 419 115 52 855 304 263 204 129 1129 75 823 678 125 152 105 605 100 70 101 76 504 459
internal_count=2948 1819 1488 331 1069 255 229 154 419 115 52 855 304 263 204 129 1129 75 823 678 125 152 105 605 100 70 101 76 504 459
cat_boundaries=0 27 29 30 31 33 34
cat_threshold=1342177280 8 4 134217728 65536 0 0 2147483648 0 0 0 131072 10240 1048576 0 0 0 0 33558528 8192 384 0 20971520 8 0 49152 64 262272 30740 4 19 16416 1024 12
is_linear=0
shrinkage=0.04


Tree=29
num_leaves=31
num_cat=8
split_feature=1 9 0 11 6 12 6 3 12 3 5 0 5 4 4 3 4 13 12 0 0 3 3 4 3 3 5 0 4 5
split_gain=4.72274 3.56206 1.72722 0.983351 0.777842 0.771694 0.732967 0.546034 0.425059 0.398661 0.41426 0.363892 0.45127 0.44629 0.248761 0.244019 0.230435 0.190392 0.185054 0.318389 0.171515 0.160999 0.150327 0.140679 0.123818 0.121044 0.0867903 0.102159 0.102084 0.0888799
threshold=1.5000000000000002 0 35.850000000000009 1 2 3 4 1993.5000000000002 5 1988.5000000000002 1.0000000180025095e-35 42.250000000000007 1.0000000180025095e-35 21354125000.000004 2091500000.0000002 2003.5000000000002 120418.00000000001 6 7 29.500000000000004 42.710000000000008 1998.5000000000002 2001.5000000000002 16472860000.000002 2008.5000000000002 2007.5000000000002 1.5000000000000002 12.250000000000002 86.000000000000014 3.5000000000000004
decision_type=10 9 10 9 9 9 9 10 9 10 10 8 10 8 10 8 8 9 9 10 10 8 10 8 10 10 10 10 8 10
left_child=2 4 -1 6 15 23 7 -3 25 10 -8 12 17 -13 16 21 -5 22 19 -17 -7 -2 -10 -4 -9 -6 27 -20 -29 -28
right_child=1 3 5 14 8 20 9 24 11 -11 -12 13 -14 -15 -16 18 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0029275209645860042 -0.0025595220220956199 -0.0007855928667988264 0.0060584758617898875 0.0068428428052655409 -0.0038131468389945929 -0.0050393240077965104 0.0042753207215940753 0.0028774742674641724 0.0022164186873381013 0.0034478467947430592 0.0017271010216322583 0.00082013032554613125 -0.0031260403437779129 -0.0045124974811879964 0.002224284442475639 -0.0032463074723122899 -0.0012393243623929882 -0.00013002510552882727 -0.0030159611454486424 -6.3984388759215848e-05 0.00027583478741344784 0.00064996668139878926 0.00028295292232488655 0.0034050061345031889 0.0017541889662920746 -0.0007913921678827803 -0.001433559172933567 -0.0053894938357010383 -0.0032443323593741853 -0.0088211502619292125
leaf_weight=101 65 62 45 26 88 71 63 35 68 41 43 26 61 74 30 81 139 113 128 116 30 39 58 60 25 25 71 25 1119 27
leaf_count=101 65 62 45 26 88 71 63 35 68 41 43 26 61 74 30 81 139 113 128 116 30 39 58 60 25 25 71 25 1119 27
internal_value=-0.00114344 -0.00168819 0.00354545 0.0014821 -0.00235809 0.00142995 0.00301428 0.000541353 -0.000938932 0.00488608 0.00650467 -0.000291972 0.00039867 -0.00237624 -0.000679613 -0.00278478 -0.0013253 0.00118333 -0.00292602 -0.00148077 -0.00110714 -0.000914287 0.00216058 0.00362069 0.00327869 -0.003 -0.0030992 -0.00321131 -0.00333275 -0.00193939
internal_weight=2955 2648 307 464 2184 206 269 122 513 147 106 400 300 100 195 1671 165 239 1567 197 101 104 126 105 60 113 1370 1272 1144 98
internal_count=2955 2648 307 464 2184 206 269 122 513 147 106 400 300 100 195 1671 165 239 1567 197 101 104 126 105 60 113 1370 1272 1144 98
cat_boundaries=0 2 3 4 6 7 9 10 12
cat_threshold=1 22532 4 270 65794 32 14 81920 32 10 1048640 2
is_linear=0
shrinkage=0.04


Tree=30
num_leaves=31
num_cat=11
split_feature=8 9 1 12 6 12 1 2 4 8 2 12 1 2 11 6 2 2 2 2 4 2 2 6 2 2 16 2 2 2
split_gain=5.60179 3.19831 1.67806 0.980386 0.739187 0.69524 0.63245 0.555848 0.548187 0.495327 0.477902 0.420537 0.607238 0.503696 0.443417 0.460113 0.384911 0.36757 0.579982 0.327937 0.299557 1.08881 0.263472 0.212401 0.327453 0.172025 0.111794 0.126631 0.103614 0.0982633
threshold=0 1 1.5000000000000002 2 3 4 2.5000000000000004 19.500000000000004 133.00000000000003 5 56.500000000000007 6 5.5000000000000009 20.500000000000004 7 8 9.5000000000000018 11.500000000000002 5.5000000000000009 11.500000000000002 3681544000.0000005 8.5000000000000018 295.00000000000006 9 5.5000000000000009 41.500000000000007 10 332.00000000000006 27.500000000000004 20.500000000000004
decision_type=9 9 10 9 9 9 8 8 10 9 8 9 10 8 9 9 10 10 10 10 8 10 8 9 10 10 1 8 10 8
left_child=6 2 3 26 29 17 -1 8 19 -7 -9 23 14 -14 15 -13 -17 18 -4 -6 -5 -22 -12 24 -11 -26 27 -2 -18 -3
right_child=1 4 5 20 7 9 -8 10 -10 11 22 12 13 -15 -16 16 28 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020420091655765304 0.00096087748589458179 0.0014058471134485496 0.0011897760968199809 0.0059038441879501 0.0019587149267821249 -0.0038548947938644384 -0.0035310231514233694 0.0085745601898902808 0.0046329287738490401 0.0020128868026216993 0.00090257083000474863 -0.0013155174191843201 0.001462101714624323 -0.00080417437866133954 -0.0027535537027800305 -0.0013424383615134783 0.0025698812535284742 -0.00051708025597501251 0.0068289192664108605 -0.00025710351119739052 0.0055362678700598879 -7.0659466224540774e-05 0.0028549651380785561 -0.0021913017868962674 -0.0017969418743943812 -4.5019983596436035e-06 2.8088187767731379e-05 -0.0034511353577883546 0.00015324041866284744 -0.00072169732061297376
leaf_weight=33 27 69 37 25 59 226 1044 54 34 27 28 133 45 36 208 38 42 59 30 33 73 57 28 264 51 36 31 44 26 47
leaf_count=33 27 69 37 25 59 226 1044 54 34 27 28 133 45 36 208 38 42 59 30 33 73 57 28 264 51 36 31 44 26 47
internal_value=-0.00109202 0.000240681 -0.000563566 0.00237209 0.00361432 -0.00116918 -0.00337132 0.00492308 0.00327559 -0.00147682 0.00720721 -0.00102944 -0.000282005 0.00287805 -0.000866072 0.000335999 0.00218803 0.00157664 0.00370588 0.00163441 0.00421687 0.00366412 0.00449123 -0.00203599 -0.000448001 -0.00168182 -0.000778762 -0.00172222 0.00417391 0.000755905
internal_weight=2944 1867 1515 257 352 1258 1077 236 126 1132 110 906 528 81 447 239 106 126 67 92 155 130 56 378 114 87 102 71 68 116
internal_count=2944 1867 1515 257 352 1258 1077 236 126 1132 110 906 528 81 447 239 106 126 67 92 155 130 56 378 114 87 102 71 68 116
cat_boundaries=0 27 29 31 32 34 58 59 60 61 62 63
cat_threshold=268435456 8 4 134217728 65536 0 0 2147483648 1 0 0 0 10304 1048576 0 0 0 0 4096 8192 384 0 20971520 0 0 49152 68 128 30740 1056864 32 276 68158464 2 1073741824 0 0 0 0 0 262144 0 0 0 0 131076 0 0 0 0 0 0 33554432 2048 0 0 0 8 16900352 4 388 6 2
is_linear=0
shrinkage=0.04


Tree=31
num_leaves=31
num_cat=9
split_feature=7 7 11 1 12 6 12 4 4 1 3 3 5 4 17 12 3 13 3 3 4 1 3 1 4 4 3 1 3 3
split_gain=5.7246 2.23689 1.47522 1.38304 1.09742 1.00729 0.720331 0.715002 0.703074 0.536142 0.488164 0.591559 0.883924 0.613615 0.304494 0.301166 0.241032 0.230569 0.153939 0.148294 0.148247 0.145493 0.126155 0.0648527 0.0637504 0.0481832 0.0469814 0.0464258 0.0447478 0.042287
threshold=0 1 2 2.5000000000000004 3 4 5 10087555000.000002 3023950000.0000005 3.5000000000000004 2015.5000000000002 2010.5000000000002 4.5000000000000009 12415638000.000002 6 7 2018.5000000000002 8 2008.5000000000002 2011.5000000000002 180.50000000000003 3.5000000000000004 1998.5000000000002 5.5000000000000009 45.000000000000007 6789.5000000000009 2018.5000000000002 5.5000000000000009 2013.5000000000002 2001.5000000000002
decision_type=9 9 9 10 9 9 9 8 10 10 10 8 8 8 9 9 10 9 10 8 10 8 10 10 10 8 8 10 8 8
left_child=15 7 9 8 16 10 23 -2 -4 20 11 -6 -13 -14 25 27 19 18 22 -5 -3 -17 -16 -7 -21 -8 -19 -1 -9 -23
right_child=1 2 3 4 5 6 14 28 -10 -11 -12 12 13 -15 17 21 -18 26 -20 24 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025510453945438976 0.016635036310016539 0.00099736850564754965 0.0031175595903733021 -6.8602015270484575e-05 -0.00059327668886151178 0.0024434233935718467 -0.0040984977597618363 0.0061278447632589295 -0.0010439429524136247 -0.0034612342647676198 -0.00046601171254612178 -0.00054270923198559702 0.0055505616102338399 0.0029096308623862517 -0.00087430516106952602 -0.0017712395253577894 0.0010473365719216427 0.00022768661829235774 -0.0035225647723222163 -0.0013361917346348252 -0.0024995844592192616 -0.0004073476349215986 4.4635561799585153e-05 0.002031447195809933 -0.0026186080639117489 -0.0018172138143941344 0.00025338300745278777 -0.0029519878234044658 0.0015575607034712462 -0.0028874162324265813
leaf_weight=124 34 60 126 54 36 81 27 25 30 227 31 41 30 93 87 96 28 44 26 185 38 49 27 27 49 118 93 42 50 957
leaf_count=124 34 60 126 54 36 81 27 25 30 227 31 41 30 93 87 96 28 44 26 185 38 49 27 27 49 118 93 42 50 957
internal_value=-0.00111036 0.000436233 3.05918e-05 0.000665594 0.000159554 0.000979274 -9.34284e-10 0.0057 0.00417834 -0.00232143 0.00312397 0.0039801 0.00499394 0.00667742 -0.000757507 -0.00312119 -0.00178593 4.16657e-05 -0.0010596 -0.00218685 8.08071e-05 -0.00338545 -0.000486957 0.0027563 -0.00262128 -0.00217949 0.00116216 -0.00126554 0.00394737 -0.00355909
internal_weight=2935 1667 1558 1233 1077 761 530 109 156 325 231 200 164 123 422 1268 316 277 140 288 98 1102 114 108 234 145 137 166 75 1006
internal_count=2935 1667 1558 1233 1077 761 530 109 156 325 231 200 164 123 422 1268 316 277 140 288 98 1102 114 108 234 145 137 166 75 1006
cat_boundaries=0 18 26 29 30 31 33 34 35 36
cat_threshold=16386 0 67117056 262660 524288 134225922 131072 537001984 33622016 134217760 32768 320 16 0 0 0 1073745920 128 268435456 1 0 2048 32 0 0 8192 49184 524288 524288 16812320 192 68288512 32 10 1048640 10
is_linear=0
shrinkage=0.04


Tree=32
num_leaves=31
num_cat=8
split_feature=8 9 18 11 6 0 0 0 13 6 4 1 6 3 1 3 0 4 1 3 1 3 3 1 0 1 4 0 0 4
split_gain=4.91534 3.51011 1.54246 1.97108 1.02193 1.16902 0.943133 0.561665 0.465483 0.800033 1.22573 0.360789 0.322382 0.561044 0.285523 0.284011 0.278491 0.345542 0.250743 0.198486 0.153293 0.438236 0.208264 0.142492 0.126503 0.088848 0.0782671 0.0725208 0.105854 0.0682882
threshold=0 1 2 3 4 40.675000000000004 42.960000000000008 40.250000000000007 5 6 8181455000.000001 4.5000000000000009 7 2012.5000000000002 4.5000000000000009 2001.5000000000002 37.250000000000007 7049.5000000000009 5.5000000000000009 2009.5000000000002 5.5000000000000009 1991.5000000000002 2010.5000000000002 5.5000000000000009 35.600000000000009 1.0000000180025095e-35 45.000000000000007 9.5000000000000018 7.7500000000000009 5595120000.000001
decision_type=9 9 9 9 9 10 8 10 9 9 8 8 9 8 10 10 10 10 10 8 10 10 10 8 10 10 10 10 10 10
left_child=11 6 7 4 15 20 8 -3 12 10 -10 27 18 -14 -5 -4 17 24 -2 -16 21 -6 -23 -12 25 -11 -15 28 -1 -8
right_child=1 2 3 14 5 -7 29 -9 9 16 23 -13 13 26 19 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050286093391522407 -0.0020411248643285866 0.003485574171389054 -0.00028123385953559264 0.00054609040118130589 0.0055651735910869759 -0.0024584240356247699 -0.0044330968631235371 0.0042633850581741232 0.0055283701259526228 -2.0106130387560483e-05 0.00089775195584128786 -0.0039585896180076947 0.0020003354408634254 -0.0010399253235433203 -0.00019058006954584422 0.0012093105194260995 -0.0038176939630887368 0.014573292451580714 0.00073693781426049964 -0.0014740685462493956 0.0056432667576119897 0.00030316101337020141 0.0048569648390095095 -0.0014962592328065813 0.00018287099563190097 -0.0014989871670418795 -0.0028937791620589916 0.00010262839555689962 -0.0026829674052335044 -0.0026289469159720318
leaf_weight=29 367 28 78 29 78 32 210 39 26 31 33 1038 52 155 32 45 85 29 39 83 32 25 42 52 69 41 34 40 90 34
leaf_count=29 367 28 78 29 78 32 210 39 26 31 33 1038 52 155 32 45 85 29 39 83 32 25 42 52 69 41 34 40 90 34
internal_value=-0.00126351 6.62608e-05 0.00272202 0.00196226 0.00359184 0.00529091 -0.00109464 0.00841176 -0.000564104 0.000572943 0.0032459 -0.0032351 -0.00119757 -1.58739e-05 -0.00190968 0.000507462 -0.000676693 0.000233917 -0.0018801 -0.00293104 0.00680899 0.00616438 0.00370588 0.00116279 -0.00059155 -0.00175343 -0.00103158 -0.001475 -0.00196667 -0.00333061
internal_weight=2997 1800 543 476 332 209 1257 67 1013 366 111 1197 647 241 144 123 255 170 406 115 177 145 67 85 141 72 189 159 119 244
internal_count=2997 1800 543 476 332 209 1257 67 1013 366 111 1197 647 241 144 123 255 170 406 115 177 145 67 85 141 72 189 159 119 244
cat_boundaries=0 30 32 33 34 35 36 37 38
cat_threshold=268435456 12 4 0 65536 0 0 2147483648 1 0 0 131072 10240 0 0 0 0 0 4096 0 384 0 20971520 8 0 49152 68 0 524288 8192 131200 30720 4 4 28 6 384 396
is_linear=0
shrinkage=0.04


Tree=33
num_leaves=31
num_cat=9
split_feature=7 9 1 12 3 4 3 8 0 9 2 12 6 3 2 13 2 2 4 2 12 2 2 2 0 2 4 2 2 2
split_gain=5.72226 3.564 1.71463 1.3999 1.21498 1.0526 1.01425 0.653475 0.48421 0.464483 0.432794 0.409111 0.489128 0.606851 0.598494 0.441051 0.623699 0.382951 0.314235 0.310956 0.28339 0.278453 0.272696 0.232854 0.49413 0.231019 0.223256 0.251237 0.201905 0.183856
threshold=0 1 1.5000000000000002 2 1983.0000000000002 3681544000.0000005 2020.5000000000002 3 42.250000000000007 4 25.500000000000004 5 6 2009.5000000000002 689.50000000000011 7 11.500000000000002 39.500000000000007 86.000000000000014 16.500000000000004 8 119.00000000000001 29.500000000000004 8158.0000000000009 39.07500000000001 4.5000000000000009 55.000000000000007 18.500000000000004 7.5000000000000009 4.5000000000000009
decision_type=9 9 10 9 10 8 8 9 8 9 8 9 9 8 8 9 10 10 10 10 9 8 10 8 10 8 10 10 8 10
left_child=20 2 5 4 18 -2 19 -4 9 -9 -7 -11 13 -13 15 17 29 -14 -3 -5 21 -1 -18 -12 -25 -10 27 28 -8 -17
right_child=1 3 7 6 -6 10 26 8 25 11 23 12 14 -15 -16 16 22 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027691299415202454 0.0056807994873841602 0.0028992910672226047 -0.002530929327318074 0.0015972533112732952 0.0022941905496054759 0.0047007746015693087 -0.0002038729311185357 -0.0030682640663542617 -8.2190801116148392e-05 -0.0022100134962951042 -0.0014077074979502121 0.00076638663764386911 -0.00038076656232375038 -0.0016266211896779072 -0.0035699747817773131 0.0039684636939036518 -0.0016134026958948109 0.0028192045974241189 0.0093210003285510833 0.0068322208332273924 -0.0026263713296852788 0.00018374158421705257 0.00086250801362623708 -0.00013080615461664649 0.005741994194885614 -0.0038717933840529939 -0.001181470159234418 -0.00028145557311359451 0.0034829003173621718 0.0040549832137019483
leaf_weight=136 32 34 217 29 36 33 38 122 39 135 51 85 77 180 27 30 40 30 31 38 1088 25 54 33 34 136 33 36 38 42
leaf_count=136 32 34 217 29 36 33 38 122 39 135 51 85 77 180 27 30 40 30 31 38 1088 25 54 33 34 136 33 36 38 42
internal_value=-0.00125541 0.000255664 -0.000616478 0.00403704 0.00782143 0.00297826 0.00193722 -0.00116543 -0.000702382 -0.000301338 0.00155263 0.000112517 0.000590277 -0.000652175 0.00167202 0.00229197 0.00348023 0.000101694 0.0118182 0.00605882 -0.00329841 -0.00141861 0.00151579 0.00040336 0.00194118 -0.00261364 0.000136985 0.000991149 0.00228571 0.00646575
internal_weight=2959 1710 1397 313 101 183 212 1214 997 822 151 700 565 265 300 273 166 107 65 67 1249 161 94 118 67 175 145 112 76 72
internal_count=2959 1710 1397 313 101 183 212 1214 997 822 151 700 565 265 300 273 166 107 65 67 1249 161 94 118 67 175 145 112 76 72
cat_boundaries=0 18 20 21 48 50 52 53 54 55
cat_threshold=147456 268435456 67379200 516 2 134225986 33685504 805437440 33619968 402653184 40960 192 0 0 0 32 4096 384 256 30740 2 0 8 0 0 65536 1 262144 0 0 0 0 0 0 0 0 0 0 0 33554432 2048 0 0 0 8 0 49152 4 0 4096 83902464 32 276 4 1048640
is_linear=0
shrinkage=0.04


Tree=34
num_leaves=31
num_cat=10
split_feature=7 7 8 1 2 16 8 1 2 15 2 2 13 6 2 1 2 4 2 16 2 2 2 2 2 2 2 2 8 2
split_gain=6.09804 3.1368 1.9297 1.58739 1.49612 0.766844 0.688914 0.673203 0.633183 0.581764 0.443178 0.4314 0.32762 0.348304 0.249139 0.236979 0.260327 0.236392 0.233076 0.232863 0.279439 0.230708 0.218027 0.408176 0.209693 0.288435 0.162439 0.161538 0.158823 0.152674
threshold=0 1 2 5.5000000000000009 9.5000000000000018 3 4 5.5000000000000009 15.500000000000002 5 272.00000000000006 8.5000000000000018 6 7 2.5000000000000004 1.5000000000000002 65.500000000000014 7049.5000000000009 5.5000000000000009 8 4.5000000000000009 35.500000000000007 21.500000000000004 18.500000000000004 92.500000000000014 13.500000000000002 6.5000000000000009 9.5000000000000018 9 10.500000000000002
decision_type=9 9 9 8 10 1 9 8 10 9 10 10 9 9 10 10 8 8 10 1 10 8 10 10 10 10 10 10 9 10
left_child=15 4 28 6 -2 8 21 -6 11 12 -10 14 18 -14 -5 16 -1 -11 -8 20 -15 27 23 29 25 26 -22 -4 -3 -20
right_child=1 2 3 5 7 -7 9 -9 10 17 -12 -13 13 19 -16 -17 -18 -19 22 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00043835145184874247 0.0031263451962101753 -0.0044258004778207133 0.001744000857365285 0.0034672017913075933 0.0041295825843157786 -0.0024752811900992707 -0.0053265317109387565 0.0077580853515570314 -0.00048448654260239152 -0.00010335497301100956 0.0050946212522836598 0.0014479074681948176 -0.0013422114921727724 -0.0013124229487954662 0.00039906379798509132 -0.0024708586431627568 -0.0017358649458487736 -0.002970794204558216 0.00079786598853856256 0.0020469693214146402 0.0011061032074173843 0.00044347941741732178 -0.00032095824961804741 0.0045661189502810041 -0.0017800235975790786 0.0019915707501162996 -0.0023105607479275985 0.0053499768377658994 -0.0036872066509467285 -0.0011796443747788599
leaf_weight=27 39 140 25 104 41 41 37 25 63 33 25 40 135 36 49 1107 66 203 38 30 27 48 108 26 27 58 37 29 211 45
leaf_count=27 39 140 25 104 41 41 37 25 63 33 25 40 135 36 49 1107 66 203 38 30 27 48 108 26 27 58 37 29 211 45
internal_value=-0.00116399 0.000369728 -8.61018e-05 0.000646274 0.00672414 0.00307121 -0.000178156 0.0109851 0.0038156 -0.000564043 0.000988763 0.00509278 0.000104064 0.000886426 0.00407792 -0.00333609 -0.00140426 -0.00220243 -0.000966039 0.00185841 0.00139785 0.00276106 -0.000495414 0.000763635 0.00216 0.00286179 0.000984614 0.0048 -0.00266298 -0.000619049
internal_weight=2920 1720 1615 1264 105 322 942 66 281 840 88 193 604 350 153 1200 93 236 254 215 185 102 217 109 149 122 64 54 351 83
internal_count=2920 1720 1615 1264 105 322 942 66 281 840 88 193 604 350 153 1200 93 236 254 215 185 102 217 109 149 122 64 54 351 83
cat_boundaries=0 18 26 53 54 83 84 85 86 87 94
cat_threshold=147458 268435456 67117056 524804 524290 134217728 131072 537001984 33619968 402653184 40960 448 16 0 0 32 16 128 268435456 1 0 2048 32 0 0 8192 0 12 4 0 65536 1 262144 2147483648 0 0 0 0 2048 0 0 0 0 0 4096 0 0 0 4194304 0 0 49152 68 2 16 0 0 0 0 0 0 0 0 32768 0 0 0 512 0 0 0 0 0 2048 0 0 16777216 0 0 0 0 0 524288 75497472 4 132 2 0 4 0 0 0 0 262144
is_linear=0
shrinkage=0.04


Tree=35
num_leaves=31
num_cat=10
split_feature=8 7 7 0 0 12 9 9 6 4 0 18 1 1 0 4 4 6 1 3 3 4 0 3 0 0 12 0 0 3
split_gain=4.99939 3.53312 1.119 1.00474 0.830987 0.729608 0.819084 0.739326 0.735751 0.635203 0.507428 0.440432 0.463392 0.439866 0.613038 0.517904 0.397221 0.370447 0.349069 0.320226 0.301885 0.198836 0.182539 0.135089 0.187365 0.122927 0.122288 0.169084 0.288309 0.119076
threshold=0 1 2 42.250000000000007 42.960000000000008 3 4 5 6 1188.0000000000002 37.750000000000007 7 5.5000000000000009 5.5000000000000009 33.175000000000004 215.00000000000003 2025703500.0000002 8 2.5000000000000004 2002.5000000000002 2006.5000000000002 2050.0000000000005 18.500000000000004 1998.5000000000002 37.750000000000007 45.425000000000004 9 30.500000000000004 16.750000000000004 2001.5000000000002
decision_type=9 9 9 10 8 9 9 9 9 10 10 9 8 10 10 10 10 9 8 10 10 8 10 10 10 8 9 10 10 10
left_child=18 3 -3 11 5 7 9 10 23 -7 -4 -2 -13 14 -10 19 -5 20 -1 -16 -9 22 -20 24 -8 -6 27 28 -23 -12
right_child=1 2 4 16 25 6 8 17 13 -11 29 12 -14 -15 15 -17 -18 -19 21 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.4940456906003979e-05 0.0082803232062920347 -0.001896194813460965 0.004848641124758149 -0.0013512028736744769 -0.001875392935041917 -0.0041658217244642743 1.1777409100017459e-05 -0.0016132119170018354 0.0068462681846810118 0.0026537395644789636 0.00040720470972270616 0.0027738180704999556 0.0089347369494836102 0.0036213838813671253 0.0031330885612526056 -0.001634820971514512 0.0027994228020755368 -0.0014210145127324825 -0.0059129893579049769 7.9962519815922665e-05 0.0063453290220887339 -0.0023741019917216909 0.00050797674502421955 0.00019579474516005118 -0.0019745034465250065 -0.004926004957739487 -0.0029959469541193957 -0.0041896474805632952 0.0085226530359144397 -0.00019976916095858013
leaf_weight=32 50 225 42 49 76 99 41 117 38 33 61 60 29 26 184 42 25 213 25 72 25 36 46 53 60 94 989 33 31 35
leaf_count=32 50 225 42 49 76 99 41 117 38 33 61 60 29 26 184 42 25 213 25 72 25 36 46 53 60 94 989 33 31 35
internal_value=-0.00111625 0.000252272 -0.000429219 0.00494643 2.72305e-05 0.000416812 0.0012868 -0.000738096 0.00200379 -0.00145455 0.00166443 0.00717143 0.00537778 0.00298123 0.00265875 0.00203344 0.00138667 -0.00169399 -0.00309892 0.00270817 -5.22885e-05 -0.00323859 -0.00116667 -0.000339395 -0.00121569 -0.0025731 -0.00337248 -0.00144144 -0.000411766 0.000164948
internal_weight=2941 1749 1536 213 1311 1141 648 493 516 132 138 139 89 362 336 298 74 355 1192 256 142 1160 71 154 101 170 1089 100 67 96
internal_count=2941 1749 1536 213 1311 1141 648 493 516 132 138 139 89 362 336 298 74 355 1192 256 142 1160 71 154 101 170 1089 100 67 96
cat_boundaries=0 30 47 65 67 69 71 72 73 74 75
cat_threshold=268435456 8 4 0 65536 0 262144 2147483648 1 0 0 131072 2112 1048576 0 0 0 0 4096 0 384 0 20971520 8 0 49152 4 0 0 8192 268435457 1 1048576 2099200 32 0 0 8192 0 0 0 0 128 268435456 0 0 1073741824 2 0 8192 524288 2 134217728 131072 0 33554432 0 8192 0 16 0 0 32 128 384 216352 32 0 20480 0 16548 260 4 274 17825792
is_linear=0
shrinkage=0.04


Tree=36
num_leaves=31
num_cat=7
split_feature=7 7 9 1 2 2 2 2 2 4 1 4 1 6 16 9 2 2 2 17 2 2 2 2 2 2 2 2 2 2
split_gain=5.17711 3.45664 1.31257 1.48271 0.706956 1.07141 0.561178 0.490854 0.466864 0.476738 0.447368 0.381048 0.345551 0.318774 0.317165 0.287337 0.303361 0.286862 0.285093 0.3142 0.421552 0.347639 0.293697 0.201164 0.183369 0.180833 0.318814 0.179531 0.113817 0.148743
threshold=0 1 2 4.5000000000000009 46.500000000000007 15.500000000000002 3800.0000000000005 21.500000000000004 64.500000000000014 850.00000000000011 2.5000000000000004 13818465000.000002 5.5000000000000009 3 4 5 3.5000000000000004 3.5000000000000004 4.5000000000000009 6 10.500000000000002 6.5000000000000009 18.500000000000004 1425.0000000000002 111.00000000000001 5.5000000000000009 10.500000000000002 12.500000000000002 3.5000000000000004 9.5000000000000018
decision_type=9 9 9 10 10 8 8 10 10 10 8 8 10 9 1 9 10 10 10 9 8 10 10 10 10 8 10 10 10 10
left_child=10 4 3 6 5 -2 11 12 9 13 -1 -3 18 17 28 16 -15 -4 -5 22 21 -21 -20 -9 -10 -17 -27 -19 -14 -30
right_child=1 2 8 7 -6 -7 -8 23 24 -11 -12 -13 14 15 -16 25 -18 27 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00084116225160131705 0.012227950092863966 0.0047261709298735827 0.0028856449109902938 -0.0023690650669203322 0.011175158066019248 0.0015287252086018715 -0.00010920538187851158 -0.0026259976335484651 -0.0019601591005337128 -0.0015645773969542476 -0.0022848148605448264 0.0012271284662105668 0.00016786785459405214 -0.0025687934577101296 -0.0080610003460716076 -1.5748825011152601e-05 0.00038987613702557642 0.0015677077708374121 -0.0033666726753961863 -0.0010757959840965042 -0.00074729971941120854 0.0020531074434151577 0.00049543598764101109 -0.00070191609377304111 -0.00018966731064821725 0.0016811764099466855 0.00074792922232272505 0.0047346563073859252 -0.00044289628812032385 0.0014155742008710153
leaf_weight=28 32 26 26 142 31 46 72 403 28 31 1163 97 28 26 28 28 88 56 157 31 64 37 26 25 48 37 37 53 26 27
leaf_count=28 32 26 26 142 31 46 72 403 28 31 1163 97 28 26 28 28 88 56 157 31 64 37 26 25 48 37 37 53 26 27
internal_value=-0.00124423 0.000144877 -0.00033052 -0.00103 0.0067 0.00516456 0.00214286 -0.00166432 0.00146695 0.00206788 -0.00326456 0.00377419 -0.00088889 0.00248864 0.00112727 0.00130396 -0.000128001 0.0039726 -0.00137118 -0.000696203 0.000783216 0.00301449 -0.00171134 -0.00268532 -0.00135065 0.00276106 0.00405333 0.00330909 0.00239024 0.00125926
internal_weight=2947 1756 1647 1189 109 78 195 994 458 382 1191 123 566 351 109 216 114 135 457 315 132 68 183 428 76 102 74 109 81 53
internal_count=2947 1756 1647 1189 109 78 195 994 458 382 1191 123 566 351 109 216 114 135 457 315 132 68 183 428 76 102 74 109 81 53
cat_boundaries=0 18 28 30 31 32 34 35
cat_threshold=16386 0 67117056 516 0 134225986 131072 805437440 65536 134217728 40992 192 268435456 0 67108864 32 4096 768 268435456 1 0 8192 32 0 0 8192 0 16 0 30720 130 2 0 148 8
is_linear=0
shrinkage=0.04


Tree=37
num_leaves=31
num_cat=7
split_feature=7 9 6 1 9 2 3 2 2 1 12 3 4 1 5 2 12 3 1 2 6 2 4 4 2 2 2 2 2 2
split_gain=5.67475 3.19887 2.02687 1.74505 1.54173 1.20163 1.15179 0.936709 0.659384 0.847216 0.601127 0.611175 0.504367 0.377992 0.363791 0.237776 0.234279 0.407333 0.423315 0.38151 0.35989 0.310736 0.24764 0.222994 0.265004 0.209638 0.187816 0.15959 0.157574 0.139026
threshold=0 1 2 4.5000000000000009 3 3800.0000000000005 2021.5000000000002 12.500000000000002 10.500000000000002 5.5000000000000009 4 2017.5000000000002 16472860000.000002 2.5000000000000004 3.5000000000000004 103.50000000000001 5 2002.5000000000002 5.5000000000000009 20.500000000000004 6 14.500000000000002 5544455000.000001 11.000000000000002 16.500000000000004 24.500000000000004 40.500000000000007 147.50000000000003 5.5000000000000009 211.00000000000003
decision_type=9 9 9 10 9 8 8 8 10 8 9 8 8 8 8 10 9 8 10 8 9 10 8 10 10 10 8 8 8 8
left_child=13 3 4 5 6 12 -3 -6 9 28 11 -5 -2 -1 -13 25 20 -18 21 -20 -12 -19 -23 24 -22 -14 -9 -15 -4 -29
right_child=1 2 8 10 7 -7 -8 26 -10 -11 16 14 15 27 -16 -17 17 18 19 -21 23 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00028303711013724918 0.011451583651010695 -0.00040956132626833246 -0.0013792411752005945 -0.0019252727418386218 0.0017977855872321669 -5.6529149267021141e-05 0.0056785135952780712 0.0070505714001145381 -0.00089577800413890825 0.0031601915452768217 -0.0026048391141521732 -0.0041286359593472356 0.00051406796530593132 -0.0022380836340187217 0.0033919755689668248 -0.00022321980405391387 0.00036361113611678506 -0.004186431146124308 0.00067429883927775465 -0.0024830738067762137 -0.00079163754446486369 -0.0028748388080092218 0.00015074575044531722 -0.0015584384236505384 0.00010028252255822922 0.0052974406565920234 0.011223057564517856 0.00015817739142283272 0.0008188264651986856 -0.0017671546445045133
leaf_weight=30 32 57 42 26 53 106 69 40 118 28 343 33 40 1049 58 27 32 151 47 26 79 28 112 27 59 27 25 25 37 109
leaf_count=30 32 57 42 26 53 106 69 40 118 28 343 33 40 1049 58 27 32 151 47 26 79 28 112 27 59 27 25 25 37 109
internal_value=-0.00100136 0.000480091 0.00325833 -0.000579115 0.00574118 0.00254077 0.00216058 0.00905426 0.000423728 0.0027037 -0.0012955 0.00134375 0.00516535 -0.0030817 0.003 0.00362105 -0.00163497 -0.00084521 -0.00124932 0.00145946 -0.00221965 -0.00193151 -0.000567377 -0.000568183 5.7553e-05 0.00488235 0.0130303 -0.0032196 0.000549999 -0.0018963
internal_weight=2935 1722 469 1253 244 232 126 118 225 107 1021 117 126 1213 91 94 904 396 364 73 508 291 140 165 138 67 65 1183 79 134
internal_count=2935 1722 469 1253 244 232 126 118 225 107 1021 117 126 1213 91 94 904 396 364 73 508 291 140 165 138 67 65 1183 79 134
cat_boundaries=0 18 20 21 23 24 26 27
cat_threshold=16384 268435584 1141121024 524804 524288 66 131072 805437440 65536 134217728 40960 320 16 0 0 32 4096 384 128 30736 194 0 36 1048640 16802082 2 396
is_linear=0
shrinkage=0.04


Tree=38
num_leaves=31
num_cat=6
split_feature=7 8 7 0 12 1 2 0 2 9 2 2 2 1 2 0 3 2 2 3 2 0 3 0 8 5 2 3 2 3
split_gain=4.9552 2.41801 2.24983 1.39067 1.23321 1.5886 1.34012 0.903277 0.641052 0.620227 0.598575 0.595111 0.520641 0.517036 0.452014 0.389811 0.343793 0.331324 0.485028 0.261684 0.245082 0.243647 0.238343 0.220198 0.206345 0.446829 0.181755 0.173054 0.172551 0.170362
threshold=0 1 2 42.250000000000007 3 5.5000000000000009 9.5000000000000018 38.57500000000001 30.500000000000004 4 23.500000000000004 12.500000000000002 16.500000000000004 5.5000000000000009 669.50000000000011 42.250000000000007 2019.5000000000002 19.500000000000004 43.500000000000007 2007.5000000000002 19.500000000000004 7.7500000000000009 2001.5000000000002 36.400000000000006 5 3.5000000000000004 12.500000000000002 1995.5000000000002 8.5000000000000018 1975.5000000000002
decision_type=9 9 9 8 9 8 10 10 8 9 10 10 10 10 8 10 8 10 10 10 10 10 10 10 9 8 8 10 10 10
left_child=21 24 7 4 8 6 -6 -3 16 11 -11 -8 -7 -5 15 27 19 -13 -19 -4 28 -1 -20 -14 25 26 -2 -9 -18 -12
right_child=1 2 3 13 5 12 9 14 -10 10 29 17 23 -15 -16 -17 20 18 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012161570186481389 0.0008316762584336157 0.011646530160950687 -0.00073778518551932074 -0.0027703460900344369 -0.0010643479718923168 0.003369666225708634 0.0054972753645821893 0.0045973080873622871 -0.0030502277272955987 0.001269081973757708 -0.0038261121963445188 -0.0030889936638052 2.3804424330632902e-05 0.00012632825846042053 -0.0012415370806684526 0.0022111947387029826 -0.00032728929034176189 0.0063035828446215449 -0.00075890399002490343 0.0015898015748648862 0.00015270026755489859 -0.0022877146262184002 0.0014741140400920049 0.0032091035370966151 -0.0033795943963015763 -0.0056759247018819533 -0.0027301935487189129 0.0034324363561544086 -0.0009322701575215672 -0.00018423474296481689
leaf_weight=26 25 42 29 180 180 96 26 56 126 70 43 27 30 46 28 45 63 56 43 29 40 1097 28 42 269 45 35 41 56 30
leaf_count=26 25 42 29 180 180 96 26 56 126 70 43 27 30 46 28 45 63 56 43 29 40 1097 28 42 269 45 35 41 56 30
internal_value=-0.00111051 0.000182906 0.000924128 0.000255794 0.000890639 0.00187097 0.00076984 0.0046278 -0.00105085 0.00230864 0.000181817 0.00376963 0.00525444 -0.00257269 0.00350877 0.00441958 0.000238531 0.00299355 0.00384375 0.00284746 -0.000725001 -0.00318519 0.00161111 0.00263014 -0.00263896 -0.00086207 0.00131147 0.00583673 -0.00163333 -0.00232433
internal_weight=2949 1826 1452 1240 1014 671 503 212 343 323 143 180 168 226 170 142 217 154 127 58 159 1123 71 72 374 105 60 97 119 73
internal_count=2949 1826 1452 1240 1014 671 503 212 343 323 143 180 168 226 170 142 217 154 127 58 159 1123 71 72 374 105 60 97 119 73
cat_boundaries=0 18 48 65 67 69 76
cat_threshold=147456 0 1141121024 8708 0 134227968 131072 805437440 65536 134217728 40992 384 0 0 0 32 0 384 0 8 4 0 2147549184 0 262144 2147483648 0 0 0 0 2048 1048576 0 0 0 0 33558528 0 2147483648 0 4194304 8 0 16384 4 0 0 8192 268435457 17 536870912 2099200 32 0 0 8192 0 16 0 0 0 0 0 0 144 90144 32 0 2180 0 0 0 0 0 0 262144
is_linear=0
shrinkage=0.04


Tree=39
num_leaves=31
num_cat=6
split_feature=8 7 0 7 0 1 13 2 1 3 6 0 2 0 2 2 2 0 2 0 1 2 2 2 18 2 3 2 2 0
split_gain=4.08299 1.9014 1.74584 1.05882 0.787218 0.72142 0.527814 0.445004 0.404032 0.391799 0.391214 0.678098 0.586608 0.428254 0.378175 0.298017 0.290153 0.277133 0.481125 0.247885 0.30822 0.23798 0.515241 0.232283 0.259652 0.228759 0.197028 0.196544 0.142654 0.303255
threshold=0 1 43.175000000000004 2 14.500000000000002 5.5000000000000009 3 10.500000000000002 2.5000000000000004 2001.5000000000002 4 36.400000000000006 7.5000000000000009 27.750000000000004 28.500000000000004 199.50000000000003 14.500000000000002 35.850000000000009 321.00000000000006 42.960000000000008 5.5000000000000009 9.5000000000000018 17.500000000000004 23.500000000000004 5 23.500000000000004 1994.5000000000002 46.500000000000007 10.500000000000002 37.750000000000007
decision_type=9 9 10 9 8 8 9 10 8 8 9 8 8 10 10 10 10 10 10 8 10 8 8 8 9 10 10 10 10 10
left_child=8 2 7 28 -5 6 9 -2 -1 -6 12 13 -8 -12 19 -11 26 -16 -19 20 23 -13 -23 -7 -25 -18 -14 -27 29 -3
right_child=1 3 -4 4 5 14 10 -9 -10 15 11 21 16 -15 17 -17 25 18 -20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00028529480598324581 0.0090904299964893777 0.00013929327156721259 -0.0010565809435695032 0.027462514054488664 0.00055735457675697262 -0.0015682293650268572 0.00085239467664522891 0.0063063096957326039 -0.0023781195714111508 -0.0014948178007606792 -0.0032425575360376709 -0.0021313099384424302 -0.0018436635473124891 0.0037070500318940685 -0.0044374390381873505 0.00021122614302396446 0.0025169732499791988 -0.0013475621421198236 0.0039215051342620915 -8.9733628379163485e-05 0.0012093184726277286 0.00099076639092483647 -0.0022242404943960546 0.0022971223341573576 -0.0017887812630847783 -0.00056447671563762561 -7.3456315055484329e-05 0.0031505731650135513 -0.0026426245430201533 -0.001576746641541551
leaf_weight=30 34 35 34 25 60 30 57 53 1040 362 27 94 33 42 28 27 27 50 26 44 70 54 138 70 25 25 25 31 203 92
leaf_count=30 34 35 34 25 60 30 57 53 1040 362 27 94 33 42 28 27 27 50 26 44 70 54 138 70 25 25 25 31 203 92
internal_value=-0.00127386 -0.000111355 0.00451515 -0.000467564 2.89636e-05 -0.000104013 -0.000646063 0.00786364 -0.00321924 -0.00164348 0.000191488 -0.000601094 0.00156938 0.00291428 0.00147674 -0.00214359 0.00025352 -0.000533334 0.000727272 0.00235 0.00295918 -0.00147735 -0.000663213 0.00174603 0.00270833 0.0017619 -0.00189831 0.000280701 -0.00246334 -0.00146875
internal_weight=2891 1821 121 1700 1370 1345 1002 87 1070 449 553 355 198 69 343 389 141 104 76 239 195 286 192 125 95 83 58 56 330 127
internal_count=2891 1821 121 1700 1370 1345 1002 87 1070 449 553 355 198 69 343 389 141 104 76 239 195 286 192 125 95 83 58 56 330 127
cat_boundaries=0 30 38 56 57 58 59
cat_threshold=268435456 8 4 0 65536 0 0 0 1 0 0 131076 2112 0 0 0 0 0 4096 8192 384 0 20971520 8 0 16384 4 0 0 8192 268435456 1 1048576 2048 32 0 0 8192 16385 0 1073750016 4 2 134217730 131072 0 33619968 0 0 64 0 0 0 0 4112 256 12 208 4
is_linear=0
shrinkage=0.04


Tree=40
num_leaves=31
num_cat=6
split_feature=8 7 7 9 0 2 2 9 5 4 1 1 1 4 0 2 2 0 13 2 2 2 0 1 2 2 2 2 4 2
split_gain=4.53982 2.14907 1.11109 0.956664 0.87018 0.872919 0.853331 0.95813 0.840247 0.821263 0.73954 0.586522 0.546302 0.922614 0.371001 0.766684 0.369545 0.360293 0.583173 0.582667 0.404434 0.244221 0.208843 0.581248 0.208318 0.334249 0.201578 0.180372 0.175713 0.17143
threshold=0 1 2 3 44.07500000000001 100.50000000000001 34.500000000000007 4 3.5000000000000004 1373290000.0000002 5.5000000000000009 2.5000000000000004 4.5000000000000009 2867949500.0000005 35.850000000000009 47.500000000000007 14.500000000000002 40.675000000000004 5 26.500000000000004 3.5000000000000004 18.500000000000004 39.07500000000001 5.5000000000000009 2.5000000000000004 7.5000000000000009 66.500000000000014 403.00000000000006 1050.0000000000002 10.500000000000002
decision_type=9 9 9 9 10 8 10 9 8 10 8 8 10 8 8 8 8 8 9 8 8 10 10 10 10 10 8 8 8 10
left_child=11 4 -3 12 5 10 7 24 -9 -6 21 -1 13 -4 15 -15 -10 18 22 -20 -19 -2 -14 28 -5 -26 -16 -21 -24 -30
right_child=1 2 3 6 9 -7 -8 8 16 -11 -12 -13 17 14 26 -17 -18 20 19 27 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0017483574823508657 0.0029162837628045786 -0.0017415206533463951 0.0037996747023140848 -0.0037924885921959317 -0.0039147444202152944 0.0081918267959286157 -0.00019573299534938432 0.00019703172826194396 0.0012072183605980826 0.0031113162502839726 0.0084063055869841412 -0.0025391121492285345 -0.0055800074564514527 0.0053197063181324826 -0.007562013612767861 -6.7285303132322836e-05 0.0047164472045874211 0.00011572417371200551 0.00080675162967927322 -0.0035308180215744825 -0.0032100495711497356 -0.00055260587672509374 -0.0064603784317511948 0.0014264340424955094 0.0062875188294134908 -8.320075317054307e-06 0.00020380734693857343 0.00030930704067007238 -0.0014921660706364755 -0.00015061296556578106
leaf_weight=32 34 234 25 27 36 30 84 29 43 25 46 1084 97 27 31 32 43 27 45 29 144 44 34 48 37 89 59 35 158 259
leaf_count=32 34 234 25 27 36 30 84 29 43 25 46 1084 97 27 31 32 43 27 45 29 144 44 34 48 37 89 59 35 158 259
internal_value=-0.00107412 0.000148227 -0.000354585 7.9263e-05 0.00380531 0.00557419 0.00185124 0.00300372 0.00555555 -6.45171e-05 0.004032 -0.00307365 -0.000527805 0.00150857 0.000293332 0.00273333 0.008 -0.000939568 -0.000538245 0.00203333 -0.0025814 0.00162025 -0.00102801 -0.000712001 0.000658536 0.00138583 -0.00131868 -0.000246155 -0.00115929 -0.000928231
internal_weight=2967 1851 1636 1402 215 154 352 268 115 61 124 1116 1050 174 149 59 86 876 705 109 171 78 596 499 153 126 90 64 451 417
internal_count=2967 1851 1636 1402 215 154 352 268 115 61 124 1116 1050 174 149 59 86 876 705 109 171 78 596 499 153 126 90 64 451 417
cat_boundaries=0 30 44 62 64 66 67
cat_threshold=1342177280 8 4 0 2147483648 0 0 2147483648 1 0 0 131072 2112 1048576 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 4 0 128 4096 268435456 1 1048576 2048 32 0 0 8192 0 48 0 0 128 268435456 0 0 8192 0 2 134217728 131072 0 0 0 40960 128 0 0 0 32 16 384 256 30736 0 36 6
is_linear=0
shrinkage=0.04


Tree=41
num_leaves=31
num_cat=7
split_feature=8 7 9 1 4 2 4 5 2 3 17 1 4 2 8 3 3 2 4 2 2 2 3 2 1 1 2 9 6 2
split_gain=4.58571 2.71475 0.9619 1.04884 0.960119 1.33755 0.913452 0.659601 0.692313 0.562006 0.465986 0.462097 0.43187 0.440533 0.378305 0.286341 0.311685 0.282651 0.274618 0.300161 0.237473 0.236623 0.210821 0.242086 0.193883 0.129423 0.105832 0.0958171 0.168163 0.324041
threshold=0 1 2 5.5000000000000009 22.000000000000004 9.5000000000000018 1732015000.0000002 1.5000000000000002 3.5000000000000004 2001.5000000000002 3 3.5000000000000004 1868495000.0000002 24.500000000000004 4 2010.5000000000002 2020.5000000000002 5.5000000000000009 22.000000000000004 21.500000000000004 100.50000000000001 10.500000000000002 2000.5000000000002 13.500000000000002 4.5000000000000009 5.5000000000000009 12.500000000000002 5 6 4.5000000000000009
decision_type=9 9 9 8 10 10 8 8 8 8 9 10 8 10 9 8 8 10 10 10 8 8 10 10 8 10 10 9 9 10
left_child=24 4 6 11 5 -2 -3 -5 -9 -8 12 -4 -10 17 20 -11 -17 -14 19 22 26 -12 27 -24 -1 -23 -13 -16 -29 -30
right_child=1 2 3 7 -6 -7 9 8 10 15 21 14 13 -15 18 16 -18 -19 -20 -21 -22 25 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00093991842021300316 -0.0032219525632926687 0.0055194606968417895 0.010028662535086743 0.00094385517260336103 0.011233150290492802 0.0040084137026969889 0.0011627350487397063 0.0014997892551637387 -0.0007314412478662606 -0.00066224233665775371 9.1242298697397482e-05 0.00074252606645252542 0.0018653318273126399 0.0036126579407990533 -0.0034332398791659504 0.0041233897781712443 -0.00012846904398606623 -0.0010476102361314315 -0.0025343392353345279 -0.0012296769568477838 -0.0019705467896316614 -0.000176437190203662 -0.00018967981146906455 0.0010602037010174004 -0.0030351304902417006 -0.002670890977978384 8.8367493262893627e-05 -0.0033549061268127755 -0.0023143727710089683 0.00021109501010553621
leaf_weight=144 26 28 26 25 39 45 27 26 34 25 28 25 88 30 103 28 107 37 136 329 28 93 82 25 999 51 51 101 67 87
leaf_count=144 26 28 26 25 39 45 27 26 34 25 28 25 88 30 103 28 107 37 136 329 28 93 82 25 999 51 51 101 67 87
internal_value=-0.00144169 -0.000170355 -0.000581862 -0.000949428 0.00561983 0.00327778 0.00185841 0.000755447 0.000340205 0.000914893 -0.000121548 -0.00162111 0.00122 0.00217949 -0.00175459 -9.47751e-10 0.000735293 0.00111111 -0.00199788 -0.00173082 0.000556521 -0.00157377 -0.00107296 0.000481481 -0.00340728 -0.00231724 0.00176623 -0.00153761 -0.000977445 -9.69706e-05
internal_weight=2940 1797 1687 1472 110 71 215 412 387 187 361 1060 189 155 1034 160 135 125 930 794 104 172 465 107 1143 144 76 358 255 154
internal_count=2940 1797 1687 1472 110 71 215 412 387 187 361 1060 189 155 1034 160 135 125 930 794 104 172 465 107 1143 144 76 358 255 154
cat_boundaries=0 27 35 37 38 67 69 70
cat_threshold=1342177280 10 4 134217728 0 0 0 2147483648 1 0 0 131076 2048 0 0 0 0 0 4096 0 384 0 20971520 8 0 16384 64 268435456 1 0 2048 32 0 0 8192 1073742081 160 44 16 0 0 0 0 0 0 0 0 0 0 2048 0 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 0 4116 274
is_linear=0
shrinkage=0.04


Tree=42
num_leaves=31
num_cat=6
split_feature=7 9 4 12 6 2 2 1 1 4 1 6 2 4 4 2 2 3 2 2 2 3 2 2 3 2 8 3 5 2
split_gain=4.53969 2.55681 1.06429 0.928329 0.722255 0.783519 0.775606 0.96892 0.58664 0.584094 0.563194 0.390209 0.582379 0.362467 0.382873 0.303894 0.484388 0.431296 0.596264 0.304721 0.532228 0.241847 0.211106 0.183765 0.207518 0.373806 0.175815 0.163135 0.163464 0.157267
threshold=0 1 5039060000.000001 2 3 24.500000000000004 15.500000000000002 5.5000000000000009 5.5000000000000009 1445190000.0000002 2.5000000000000004 4 13.500000000000002 1868495000.0000002 13818465000.000002 18.500000000000004 4.5000000000000009 2014.5000000000002 11.500000000000002 79.500000000000014 147.50000000000003 2007.5000000000002 14.500000000000002 56.500000000000007 2005.5000000000002 19.500000000000004 5 2004.5000000000002 1.5000000000000002 7.5000000000000009
decision_type=9 9 10 9 9 10 10 10 10 8 8 9 8 10 10 8 10 10 10 10 10 10 10 8 10 10 9 10 10 10
left_child=10 3 4 11 9 6 7 29 13 -3 -1 12 -2 15 -15 16 -5 18 -18 27 -21 -13 -20 24 25 -11 -12 28 -17 -6
right_child=1 2 -4 8 5 -7 -8 -9 -10 23 26 21 -14 14 -16 19 17 -19 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020978619507865793 0.0018698148352932018 0.012138155172268525 0.0016487516625734847 -0.0012583834663879516 0.00080817650933932372 -0.00062685018302329691 0.0050990494219664267 0.0020505096073303542 0.00080684596880437043 0.0026623953912313469 -0.00087230321812741907 -0.0021032459207268109 -0.00085469293689922855 0.003455311542929271 -0.0022031756757759629 -0.0020375920858754218 0.0009232716806150651 -0.00055760993835573169 -0.0044855671333391819 0.0019003297745912209 -0.00029118521381141021 -0.0008037842639056625 0.00014987738930616036 -1.0117206627723302e-05 0.0013319890448436453 0.0066301139485897952 -0.0024134730062027078 6.9863763126340594e-06 -0.00011769942672391655 -0.00069594850734256395
leaf_weight=32 32 25 27 68 74 58 25 27 74 55 123 350 73 33 26 196 74 29 30 31 52 52 25 27 36 27 1177 35 26 37
leaf_count=32 32 25 27 68 74 58 25 27 74 55 123 350 73 33 26 196 74 29 30 31 52 52 25 27 36 27 1177 35 26 37
internal_value=-0.00126615 0.000161467 0.00281585 -0.000775679 0.00233673 0.000672413 0.00212195 0.000920862 0.000174647 0.00419889 -0.00298436 -0.00206178 0.000172413 -0.000223643 0.00273333 -0.000536156 0.000599118 0.00181132 0.0028 -0.00129032 0.000809523 -0.00263438 -0.000357144 0.00342466 0.00410084 0.00520482 -0.00313605 -0.00196899 -0.00236771 -0.000750001
internal_weight=2956 1624 418 1206 391 221 163 138 699 170 1332 507 105 625 59 566 226 158 129 340 83 402 55 145 118 82 1300 257 222 111
internal_count=2956 1624 418 1206 391 221 163 138 699 170 1332 507 105 625 59 566 226 158 129 340 83 402 55 145 118 82 1300 257 222 111
cat_boundaries=0 18 20 21 22 23 42
cat_threshold=147458 268435584 1140858880 516 0 134228034 131072 805437440 33622016 134217728 40960 128 268435456 0 67108864 0 0 256 0 30736 17017120 130 10 0 4 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 33554432
is_linear=0
shrinkage=0.04


Tree=43
num_leaves=31
num_cat=7
split_feature=7 8 7 0 4 2 8 1 2 0 2 4 3 6 9 3 2 3 2 1 2 4 2 2 2 2 17 2 3 0
split_gain=4.0527 1.98588 1.65107 0.802816 0.758686 0.962149 0.672677 1.00248 1.03468 0.645893 0.638863 0.480575 0.427337 0.388786 0.468179 0.482729 0.377939 0.317847 0.297818 0.279521 0.213125 0.192261 0.160662 0.158222 0.1549 0.179559 0.307721 0.172927 0.167859 0.492482
threshold=0 1 2 40.250000000000007 1246835000.0000002 19.500000000000004 3 5.5000000000000009 15.500000000000002 42.710000000000008 1425.0000000000002 1514.5000000000002 2005.5000000000002 4 5 2018.5000000000002 18.500000000000004 2013.5000000000002 492.00000000000006 5.5000000000000009 18.500000000000004 10438345000.000002 4.5000000000000009 11.500000000000002 2.5000000000000004 21.500000000000004 6 14.500000000000002 2016.5000000000002 36.900000000000006
decision_type=9 9 9 8 8 10 9 8 8 10 8 10 10 9 9 8 8 8 10 10 10 10 8 10 10 10 9 10 8 10
left_child=18 4 12 6 -2 9 -4 10 -9 -6 13 -10 16 24 15 -15 -3 -16 -1 -5 -19 -7 -21 -17 -8 26 27 -26 -28 -30
right_child=1 2 3 19 5 21 7 8 11 -11 -12 -13 -14 14 17 23 -18 20 -20 22 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.0018412126433876249 -0.00029647060250402097 0.0063336834200723151 -0.0030355627796288414 -0.0023712326039944881 0.0035960657464806142 -0.0020185795435191233 -0.0055908170201482959 0.0018848547383502701 -0.00021513416414939147 0.0016797538622284733 0.0014010767062110768 0.0033299391614499286 -6.3331128977550612e-05 0.00018265348786875851 -0.00030069451791393223 -0.0015395722206632773 0.0034389348637047902 0.0013995795114268583 -6.5805176581995375e-05 8.6413423834491647e-05 0.001720118701152922 0.00079407074178209139 -0.0044484579327504319 -0.0016101486383100763 -0.0037800096014386124 -0.00076548185958605038 0.00036893681717647991 -0.0023527732595574388 0.0010562548456480771 -0.0023994432478954691
leaf_weight=1155 36 28 118 189 89 48 40 62 98 43 37 25 27 77 38 57 45 64 47 27 26 26 27 97 73 185 41 28 29 77
leaf_count=1155 36 28 118 189 89 48 40 62 98 43 37 25 27 77 38 57 45 64 47 27 26 26 27 97 73 185 41 28 29 77
internal_value=-0.00106622 0.000165157 -0.00038008 -0.000743339 0.00344664 0.00452174 -0.000313726 2.25343e-05 0.00268817 0.00655639 -0.000547127 0.000548386 0.00432432 -0.000777912 0.000227026 -0.000842976 0.00632432 0.00207194 -0.00284254 -0.00283607 0.00351648 0.000853332 -0.00029091 -0.00216774 -0.0015124 -0.00131797 -0.000610443 -0.00217857 0.000582278 -0.0002243
internal_weight=2959 1757 1515 1415 242 206 1172 1054 185 132 869 123 100 832 359 231 73 128 1202 243 90 74 54 154 473 433 248 101 147 106
internal_count=2959 1757 1515 1415 242 206 1172 1054 185 132 869 123 100 832 359 231 73 128 1202 243 90 74 54 154 473 433 248 101 147 106
cat_boundaries=0 18 47 55 82 83 85 86
cat_threshold=16384 268435584 1140858880 516 2 8256 33685504 805437440 65536 402653184 40992 64 0 0 0 0 4096 384 16 1050624 0 0 0 0 0 0 0 32768 0 2048 0 512 0 4096 0 0 0 0 2147483648 0 0 0 0 0 0 0 524288 0 17 0 2107392 0 0 0 8192 1073741824 8 0 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 49152 4 284 0 6192 8
is_linear=0
shrinkage=0.04


Tree=44
num_leaves=31
num_cat=7
split_feature=8 9 0 0 1 1 2 7 14 2 2 6 6 2 0 0 3 3 2 4 2 1 6 2 2 2 3 3 2 2
split_gain=4.7448 2.06887 1.12682 0.979783 1.0693 0.731806 0.914892 0.681854 0.531147 1.13101 0.54397 0.467917 0.539995 0.520383 0.422035 0.33207 0.457713 0.295656 0.28206 0.272078 0.264257 0.24568 0.230347 0.694707 0.602998 0.339082 0.582928 0.328363 0.309061 0.241604
threshold=0 1 40.675000000000004 35.850000000000009 5.5000000000000009 5.5000000000000009 59.500000000000007 2 3 11.500000000000002 321.00000000000006 4 5 24.500000000000004 6.5000000000000009 42.250000000000007 1962.0000000000002 2001.5000000000002 20.500000000000004 5368.5000000000009 6.5000000000000009 2.5000000000000004 6 129.50000000000003 24.500000000000004 13.500000000000002 1977.5000000000002 2001.5000000000002 19.500000000000004 29.500000000000004
decision_type=9 9 8 8 10 10 10 9 9 8 10 9 9 8 10 10 10 10 8 8 10 10 9 8 8 10 10 10 10 10
left_child=14 2 5 -3 11 7 -7 -2 19 -10 -11 15 13 17 -1 16 18 -13 -5 -9 -6 -4 23 29 25 26 -24 -26 -27 -21
right_child=1 3 21 4 20 6 -8 8 9 10 -12 12 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 24 -25 27 28 -28 -29 -30 -31
leaf_value=0.0011775902545157991 -0.0026171203786083874 0.0030330698762473973 -8.9787823541363142e-05 0.0035853750063032305 0.0030172353867662788 0.00098187592120348188 -0.0023820290650004802 -0.0027823727452292806 0.0064167655626796898 -8.9995756218199288e-05 0.0032809590072592027 0.00011009780851826701 -0.00050273644786653958 -0.00027117149218966859 -0.0019139033323260003 -8.8308466407652011e-05 0.00038303919760822731 0.0030905288979197298 0.0010416878786383037 -0.0035795958568344173 0.0035642567557374496 -0.0023958948738948371 0.0014207326988450529 0.0047753825691845761 -0.0027909356170442556 0.0012917921742238523 -0.0014390835684123587 0.0012927568207525717 0.0013765913042641212 -5.421775354734859e-05
leaf_weight=27 100 46 39 29 25 57 27 71 26 166 28 54 128 47 1174 31 27 33 26 171 33 240 55 33 89 26 27 33 27 78
leaf_count=27 100 46 39 29 25 57 27 71 26 166 28 54 128 47 1174 31 27 33 26 171 33 240 55 33 89 26 27 33 27 78
internal_value=-0.00108003 0.000242287 -0.000592025 0.00245714 0.00190783 2.36444e-05 0.00357647 -0.000300753 9.51239e-05 0.0017316 0.000738461 0.00111702 0.000117215 0.00182069 -0.0030066 0.00312903 0.00472289 0.00377273 0.00678571 -0.000515299 0.00691525 -0.00284286 -0.000214816 -0.000982936 0.00064179 0.0025 0.000867469 -0.00136585 0.00496296 -0.001744
internal_weight=2973 1772 1293 479 433 1014 84 930 830 220 194 375 262 134 1201 113 82 87 55 610 58 279 539 282 257 135 82 122 53 249
internal_count=2973 1772 1293 479 433 1014 84 930 830 220 194 375 262 134 1201 113 82 87 55 610 58 279 539 282 257 135 82 122 53 249
cat_boundaries=0 30 32 49 50 51 52 53
cat_threshold=2415919104 8 4 0 2147549184 0 0 2147483648 1 0 0 33685508 2112 0 0 0 0 0 4096 0 2147484032 0 20971520 0 0 1073790976 4 0 128 8192 128 30736 0 0 0 2097156 0 0 131072 0 33554432 0 0 128 0 0 0 0 1073741824 8320 136 82 150
is_linear=0
shrinkage=0.04


Tree=45
num_leaves=31
num_cat=8
split_feature=8 7 7 1 4 8 0 4 12 0 0 2 2 12 2 1 0 2 2 1 6 2 2 2 0 2 2 0 12 0
split_gain=4.56528 2.25047 1.34426 1.44889 1.05932 1.04821 1.07992 0.964842 0.934199 0.740988 0.901731 0.885403 0.522659 0.501973 0.587031 0.51243 0.428418 0.413095 0.404822 0.312918 0.296425 0.274019 0.261794 0.230421 0.22951 0.208059 0.462315 0.207406 0.166327 0.17204
threshold=0 1 2 5.5000000000000009 22.000000000000004 3 40.250000000000007 3146480000.0000005 4 39.07500000000001 43.675000000000004 15.500000000000002 10.500000000000002 5 21.500000000000004 4.5000000000000009 6.5000000000000009 5.5000000000000009 35.500000000000007 5.5000000000000009 6 6.5000000000000009 131.00000000000003 3.5000000000000004 40.250000000000007 24.500000000000004 13.500000000000002 35.600000000000009 7 36.900000000000006
decision_type=9 9 9 8 10 9 8 10 9 10 10 8 10 9 10 10 10 8 8 10 9 10 8 10 10 10 8 10 9 10
left_child=16 4 28 5 12 18 13 8 19 23 11 -11 -2 14 17 -15 -1 -7 24 -5 25 -21 27 -10 -4 26 -17 -22 -3 -30
right_child=1 2 3 7 -6 6 -8 -9 9 10 -12 -13 -14 15 -16 20 -18 -19 -20 21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010402219914871439 -0.0020017929693431202 -0.0015561973770329394 0.0041382778033280969 0.004694350191848138 0.013612067070805551 -0.0014585448360646502 -0.0043489545380879556 -0.0030456445572870695 3.8781849173268405e-05 0.0026160512979023424 -0.0049662103216907803 0.001605729537210188 0.0028328535252440581 0.0063871264931216034 -0.00031033764431033566 -9.404679566390408e-05 -0.0021717409898164507 0.0043225929427898723 2.7771959781162094e-05 0.00046212081714581412 -0.0052835428162440155 0.00043060775954435987 -0.0016106372685991521 -0.0048705599320022228 0.00027187957292932241 -0.00030830074280849832 0.0014407897152784364 -0.00049482747804920296 -2.5031623824895424e-06 -0.0022413262676166217
leaf_weight=27 29 109 42 43 39 28 137 30 34 31 35 44 50 34 55 42 1042 54 44 26 56 31 52 35 25 42 26 431 81 185
leaf_count=27 29 109 42 43 39 28 137 30 34 31 35 44 50 34 55 42 1042 54 44 26 56 31 52 35 25 42 26 431 81 185
internal_value=-0.000964627 0.000233917 -0.00014067 0.000440921 0.00533333 -0.000254444 -0.000690084 0.00285161 0.00358571 0.00149474 0.0036036 0.00605263 0.00305 -0.000146164 0.00197297 -0.000593661 -0.00303333 0.00424096 0.0032459 0.00648649 -0.000855386 0.00503448 -0.00122909 -0.00165714 0.00547059 0.000991735 0.00243478 -0.000959017 -0.00222798 -0.00153069
internal_weight=2939 1870 1752 1377 118 1068 957 309 279 179 110 75 79 820 137 683 1069 82 111 100 649 57 539 69 67 110 68 487 375 266
internal_count=2939 1870 1752 1377 118 1068 957 309 279 179 110 75 79 820 137 683 1069 82 111 100 649 57 539 69 67 110 68 487 375 266
cat_boundaries=0 30 38 56 70 72 74 75 76
cat_threshold=268435456 8 4 0 8192 0 0 2147483648 1 0 0 131072 2112 1048576 0 0 0 0 4096 2 384 0 16777216 0 0 1073758208 4 0 524288 12288 268435456 17 0 2048 32 0 0 8192 2 0 8192 0 2 134217728 131072 0 33556480 0 40992 128 0 0 0 0 4112 128 16 0 0 0 2147549184 1 0 0 0 32768 0 2048 0 512 258 32 1187872 2 72 172320
is_linear=0
shrinkage=0.04


Tree=46
num_leaves=31
num_cat=11
split_feature=8 9 12 0 13 6 2 13 6 2 2 2 13 0 2 2 2 2 2 2 2 15 6 2 4 2 2 2 12 2
split_gain=3.63051 1.83376 0.739137 0.695786 0.572474 0.624587 0.797471 0.50602 0.459998 0.435054 0.388352 0.436404 0.870277 0.829278 0.379505 0.375245 0.306147 0.371549 0.305448 0.458899 0.308283 0.303037 0.286709 0.231319 0.181008 0.179482 0.148206 0.245262 0.138303 0.157921
threshold=0 1 2 40.675000000000004 3 4 41.500000000000007 5 6 99.000000000000014 416.00000000000006 38.500000000000007 7 37.250000000000007 7.5000000000000009 839.50000000000011 31.500000000000004 15.500000000000002 4.5000000000000009 10.500000000000002 20.500000000000004 8 9 13.500000000000002 5595120000.000001 147.50000000000003 9.5000000000000018 21.500000000000004 10 151.50000000000003
decision_type=9 9 9 8 9 9 10 9 9 8 10 8 9 10 8 10 10 8 8 8 8 9 9 10 10 10 10 10 9 8
left_child=21 2 3 7 -3 6 18 8 -2 26 11 12 22 -14 -10 -12 17 -7 -6 -20 -21 -1 23 -4 -5 -23 -9 -28 -13 -30
right_child=1 4 10 24 5 16 -8 9 14 -11 15 28 13 -15 -16 -17 -18 -19 19 20 -22 25 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00031936341893996776 -0.0022427618449276754 1.1905070076335617e-05 5.1975774619833795e-05 -0.0023155439658111695 0.0022675292176719099 -2.4891891110618197e-05 0.0097333389333208661 -0.00072935106015861045 0.0013899646163119048 0.0028777292270276435 0.0010051103358224057 -0.001312951267556419 0.002559182277043871 -0.0011173820225940927 0.00057432498149428426 -0.00018700822895052017 -0.0023072263413802816 0.001939697055874707 -0.0001994310657918363 0.0021383215234713582 0.00022706473819399637 -0.0029276013826461749 -0.0021918056063255061 -0.0036675510882917522 -0.0017253436483470486 -0.0021153056267061189 0.00078086897970524487 5.5335652538651163e-05 -0.0030891829451288413 -2.5506848963773223e-05
leaf_weight=116 103 176 73 88 41 63 26 26 28 46 25 243 51 62 73 29 32 41 40 55 49 757 302 58 25 81 40 65 65 70
leaf_count=116 103 176 73 88 41 63 26 26 28 46 25 243 51 62 73 29 32 41 40 55 49 757 302 58 25 81 40 65 65 70
internal_value=-0.000988476 -9.97104e-06 -0.000733649 0.000522771 0.002 0.00293855 0.00430631 0.00135078 -7.44195e-05 0.00282979 -0.00136704 -0.00157406 -0.000848264 0.00216129 0.00175 0.00189091 0.00065306 0.00175238 0.00354839 0.00264827 0.00403809 -0.00300104 -0.00164865 -2.81699e-05 -0.00221053 -0.00328858 0.00178788 0.00245283 -0.00261742 -0.00123288
internal_weight=2949 1995 1472 494 523 347 211 381 204 177 978 924 546 113 101 54 136 104 185 144 104 954 433 131 113 838 131 105 378 135
internal_count=2949 1995 1472 494 523 347 211 381 204 177 978 924 546 113 101 54 136 104 185 144 104 954 433 131 113 838 131 105 378 135
cat_boundaries=0 30 32 33 34 35 36 37 38 39 40 42
cat_threshold=268435456 14 4 0 2147549184 0 0 2147483648 1 0 0 0 2112 1048576 0 0 0 0 4096 0 256 0 16777216 0 0 16384 4 0 128 8192 262272 30736 1048642 4 450 10 326 6 11534336 258 230688 32
is_linear=0
shrinkage=0.04


Tree=47
num_leaves=31
num_cat=6
split_feature=8 9 1 0 1 0 2 2 5 4 17 3 4 3 3 3 1 3 2 4 2 2 11 2 0 6 2 5 0 8
split_gain=3.43557 1.58811 0.945964 0.750832 1.00718 0.658459 0.650015 0.736428 0.544611 0.60562 0.410936 0.437703 0.361021 0.338791 0.295492 0.252621 0.224664 0.216534 0.198433 0.185239 0.17953 0.490954 0.337666 0.378694 0.321591 0.431925 0.299327 0.381888 0.267164 0.154142
threshold=0 1 5.5000000000000009 47.250000000000007 5.5000000000000009 40.675000000000004 277.00000000000006 15.500000000000002 3.5000000000000004 2114435000.0000002 2 2009.5000000000002 5595120000.000001 1999.5000000000002 2010.5000000000002 2016.5000000000002 4.5000000000000009 2001.5000000000002 14.500000000000002 625.00000000000011 21.500000000000004 19.500000000000004 3 108.50000000000001 37.750000000000007 4 5.5000000000000009 1.0000000180025095e-35 30.500000000000004 5
decision_type=9 9 8 10 8 8 10 8 8 8 9 8 10 10 10 10 8 10 10 10 10 10 9 10 10 9 10 10 10 9
left_child=16 2 5 4 8 10 7 -4 -3 -10 -2 13 -7 -12 17 20 18 -11 -1 -6 21 24 23 -22 28 -26 -27 -28 -13 -18
right_child=1 3 6 -5 19 12 -8 -9 9 14 11 15 -14 -15 -16 -17 29 -19 -20 -21 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00053614150373632789 -0.0025450336203709186 -0.00067228384755063013 0.00093856607791275768 -0.0028700356967853338 0.002527555234499951 -0.0033406189638297856 0.0019613577568024258 -0.0005285269400876712 0.0070980541076381297 0.00077875120380189458 -0.00089003079511090657 -0.00089179276590416244 -0.00056342001632518407 0.00019321381761002541 0.0010020430004308407 -0.0026353814278359229 -0.0020824824066198529 -0.0010034316202928615 -0.0012762355926314146 0.0011390455663003252 -0.0015144716571354033 0.0019024431537360198 -0.0019599289969563088 0.00040938447642693658 -0.0036966483361022353 -0.0025014457302361022 0.0011434834229414172 -0.0021994439854720379 0.0046360630141756218 -0.0035778086376947473
leaf_weight=40 120 54 132 27 46 190 40 246 25 111 59 49 34 81 40 76 156 25 98 25 72 38 101 29 119 33 56 43 26 723
leaf_count=40 120 54 132 27 46 190 40 246 25 111 59 49 34 81 40 76 156 25 98 25 72 38 101 29 119 33 56 43 26 723
internal_value=-0.00100721 6.28836e-06 -0.000550483 0.00238461 0.00298471 -0.00115706 0.00106921 0.000548812 0.00179687 0.00275247 -0.000673312 -0.000312737 -0.00309333 0.00170213 0.0018983 -0.000758943 -0.00286771 0.0009927 -0.0013813 0.00716667 -0.000465609 6.57525e-05 -0.00141872 0.000321428 -0.000440368 -0.00112699 0.000503496 0.00164 0.0018421 -0.00313182
internal_weight=2914 1897 1544 353 326 1126 418 378 255 201 902 782 224 140 176 642 1017 136 138 71 566 364 202 101 326 251 132 99 75 879
internal_count=2914 1897 1544 353 326 1126 418 378 255 201 902 782 224 140 176 642 1017 136 138 71 566 364 202 101 326 251 132 99 75 879
cat_boundaries=0 30 32 33 34 35 56
cat_threshold=268435456 12 4 0 0 0 0 2147483648 1 0 0 0 10240 0 0 0 0 0 4096 0 384 0 16777216 8 0 16384 0 0 128 8192 128 30740 18 36 30 0 4 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=48
num_leaves=31
num_cat=8
split_feature=8 7 7 0 11 8 2 1 1 17 12 0 3 1 2 2 2 2 1 0 3 2 2 2 2 2 2 8 0 2
split_gain=3.51352 1.51738 0.957237 1.01805 0.702043 0.693251 0.773411 0.672881 0.572318 0.547084 0.89485 0.523388 0.529957 0.461291 0.447586 0.426639 0.416506 0.396408 0.341042 0.33191 0.401787 0.329167 0.284981 0.266191 0.252675 0.209931 0.207426 0.17484 0.229751 0.212916
threshold=0 1 2 42.960000000000008 3 4 321.00000000000006 5.5000000000000009 2.5000000000000004 5 6 40.250000000000007 1994.5000000000002 5.5000000000000009 30.500000000000004 4061.5000000000005 9.5000000000000018 18.500000000000004 5.5000000000000009 35.600000000000009 2011.5000000000002 12.500000000000002 12.500000000000002 37.500000000000007 25.500000000000004 4.5000000000000009 10.500000000000002 7 18.500000000000004 9.5000000000000018
decision_type=9 9 9 8 9 9 10 10 8 9 9 10 10 10 10 8 10 8 8 10 8 10 10 8 8 8 8 9 10 10
left_child=8 11 22 4 -4 14 7 9 -1 24 19 12 -2 -5 16 27 -6 21 -13 -11 -21 -12 25 -22 -7 -3 -9 28 -10 -30
right_child=1 2 3 13 5 6 -8 26 15 10 17 18 -14 -15 -16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022607270583588405 0.0091097958516393983 -0.0018529193366444566 -0.0026795024217322301 -0.0035403047705189019 0.0029119044918628897 -0.00047112924620183765 0.0026841657476744983 0.00074071628578445512 -0.0044152719597489462 0.016974949850070708 -1.7829321342883897e-05 -3.6884975073080751e-05 0.0020764604965962837 0.00013162861733122629 0.00050299140876528523 9.7490947641821346e-07 0.0027782118857655087 -0.00056797273054789434 0.00097502217494037922 0.0012195524652910488 2.5007594666071224e-05 0.0010035527096952546 -0.0018899002961368873 0.0042774595278167044 -0.0043478595749185103 -2.3331253668464578e-05 0.00019626683427317727 -0.0022956541338130247 -0.0027280816399927865 -0.00011656253554747396
leaf_weight=29 32 25 126 163 27 115 44 29 62 25 132 29 28 45 49 80 27 163 37 69 125 27 192 28 79 95 38 830 54 127
leaf_count=29 32 25 126 163 27 115 44 29 62 25 132 29 28 45 49 80 27 163 37 69 125 27 192 28 79 95 38 830 54 127
internal_value=-0.00098363 0.000161363 -0.000178704 0.000299545 0.000786231 0.00114575 0.000750282 0.000481347 -0.00265549 0.00014136 0.000765516 0.00420438 0.00721311 -0.00225837 0.00410526 -0.00281803 0.00698182 -0.000624626 0.00202985 0.00252713 0.00211659 0.000774999 -0.00213003 0.000961038 -0.00163903 -0.000661158 0.00429412 -0.00302793 -0.00177953 -0.00112088
internal_weight=2931 1749 1623 1311 1103 977 874 830 1182 763 569 126 60 208 103 1153 54 322 66 247 222 159 312 153 194 120 67 1073 243 181
internal_count=2931 1749 1623 1311 1103 977 874 830 1182 763 569 126 60 208 103 1153 54 322 66 247 222 159 312 153 194 120 67 1073 243 181
cat_boundaries=0 30 38 56 58 87 88 89 115
cat_threshold=1342177280 8 4 0 2147483648 0 0 2147483648 1 0 0 33554436 2112 0 0 4096 0 0 4096 8194 384 0 16777216 8 0 16384 4 0 0 8192 268435457 1 0 2048 32 0 0 8192 16384 0 1056768 4 0 134217728 131072 536870912 0 0 8192 0 0 0 0 32 1073746064 256 16416 512 16 4 0 0 0 0 0 0 0 0 0 2048 0 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 11 1081602 0 0 0 0 2147483648 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 128 0 0 0 0 16384
is_linear=0
shrinkage=0.04


Tree=49
num_leaves=31
num_cat=9
split_feature=7 1 6 4 4 4 12 11 12 1 3 9 4 4 18 3 12 4 4 3 3 3 1 1 3 3 5 3 12 5
split_gain=3.14834 1.7655 1.19817 1.25033 0.617594 0.596142 0.506102 0.426646 0.593758 0.425714 0.411833 0.357062 0.348728 0.410733 0.739714 0.332914 0.263107 0.247597 0.208935 0.192227 0.191884 0.17399 0.162421 0.156085 0.148112 0.115725 0.113779 0.0996358 0.0982651 0.104868
threshold=0 2.5000000000000004 1 1300.0000000000002 3500075000.0000005 28487750000.000004 2 3 4 5.5000000000000009 2015.5000000000002 5 1868495000.0000002 2867949500.0000005 6 2010.5000000000002 7 180.50000000000003 13004860000.000002 1998.5000000000002 2003.5000000000002 2021.5000000000002 3.5000000000000004 1.5000000000000002 2000.5000000000002 2007.5000000000002 1.0000000180025095e-35 1991.5000000000002 8 1.5000000000000002
decision_type=9 10 9 8 8 8 9 9 9 10 8 9 8 10 9 10 9 10 10 10 10 8 8 10 10 10 10 10 9 8
left_child=16 12 3 17 -5 -6 9 8 21 26 19 -10 -2 14 -14 -13 22 -3 -15 -8 -21 -7 -1 -18 -9 -22 -4 -24 -12 -30
right_child=1 2 6 4 5 7 10 24 11 -11 28 15 13 18 -16 -17 23 -19 -20 20 25 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00011754597761416944 -0.0031884807641928093 0.0092652254309254552 -0.00017918157860341365 -0.0016378440709690621 0.00065979254704118208 0.00061498751948036411 -0.0013854691363129911 -0.0011238957128932405 -0.002740003283292854 0.0013198398770019604 -0.00019243376435029239 1.9258169943806529e-05 0.0040776228368604017 -0.0012080245590644259 0.000100346530132126 0.0012763405615563951 -0.00013283221463353812 0.0026697815006690613 0.0017578418459088363 0.00054450161905592693 -0.0045228815607723386 0.0016153767060387552 -0.00086524670237547383 -0.0017970302558163185 2.4141742946597321e-05 0.00010960553667763836 -0.0038604672929629788 -0.0048923558364427321 -0.003216064699326227 -0.0017852716229238869
leaf_weight=54 25 27 95 49 26 68 46 144 100 38 112 102 55 28 71 25 72 40 25 32 26 73 328 735 30 49 30 36 82 299
leaf_count=54 25 27 95 49 26 68 46 144 100 38 112 102 55 28 71 25 72 40 25 32 26 73 328 735 30 49 30 36 82 299
internal_value=-0.000974342 0.00014754 -0.000329318 0.000897841 0.000343041 0.000717046 -0.00136098 0.000427255 0.00118206 0.000620689 -0.00186301 -0.000117648 0.00362927 0.00424444 0.00548031 0.00124638 -0.00250809 0.00605882 0.00125926 -7.7923e-05 0.000851851 0.00313158 -0.00156643 -0.00296822 -0.00116757 -0.000263159 -0.000476191 -0.00190685 -0.00245344 -0.00276531
internal_weight=2922 1697 1493 684 617 568 809 542 368 163 646 227 204 179 126 127 1225 67 53 153 107 141 418 807 174 75 125 364 493 381
internal_count=2922 1697 1493 684 617 568 809 542 368 163 646 227 204 179 126 127 1225 67 53 153 107 141 418 807 174 75 125 364 493 381
cat_boundaries=0 18 19 20 21 22 24 25 26 28
cat_threshold=131073 268435456 1141121024 524804 524288 0 131072 268566528 33619968 402653216 40960 448 0 0 0 0 4096 384 210 68175936 16388 8194 0 6144 4 17844320 132096 32
is_linear=0
shrinkage=0.04


Tree=50
num_leaves=31
num_cat=9
split_feature=7 7 12 1 5 18 0 3 7 2 2 9 2 3 2 2 4 2 1 0 2 2 2 9 2 2 12 3 2 12
split_gain=2.85091 1.75817 0.880712 1.2009 0.874757 1.08989 1.31023 0.921152 0.810344 0.608384 0.503234 0.501469 0.915032 0.4812 0.40656 0.369753 0.342962 0.419266 0.326972 0.251373 0.243146 0.220535 0.213836 0.213589 0.480842 0.32841 0.198304 0.491898 0.269398 0.195407
threshold=0 1 2 5.5000000000000009 1.5000000000000002 3 40.250000000000007 2004.5000000000002 4 9.5000000000000018 11.500000000000002 5 9.5000000000000018 2017.5000000000002 4.5000000000000009 492.00000000000006 52809240000.000008 50.500000000000007 2.5000000000000004 40.250000000000007 30.500000000000004 2.5000000000000004 21.500000000000004 6 30.500000000000004 18.500000000000004 7 2021.5000000000002 16.500000000000004 8
decision_type=9 9 9 8 8 9 8 10 9 8 10 9 10 8 10 10 8 8 8 8 8 10 10 9 8 10 9 8 10 9
left_child=15 16 9 8 -5 6 -6 -7 10 14 -4 12 -10 -12 21 18 20 -18 -1 26 -2 -3 -14 24 25 -11 27 -13 -29 -20
right_child=1 2 3 4 5 7 -8 -9 11 23 13 19 22 -15 -16 -17 17 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00088544992768209018 0.0024466120555671289 1.8973364936811865e-05 -0.0025986378367542514 0.00060091482254369974 0.0033915635696618717 -0.00045933021532307202 -0.00030725740743323414 0.0022071523004269667 -0.00082973217739116287 -0.00085681677374393984 -3.5132870225139828e-05 0.0052491747096714402 0.0030112698534075183 0.003656399398202761 0.0010249674385566748 0.0001363949623351595 0.0053983258449660787 -0.001031925979570766 -0.0020888366081205818 -0.0034093031862118517 0.011447133085400582 -0.0015803546378881836 8.3565344440313298e-05 -0.0019777857304267036 -0.0020929792033389316 0.0024607386269965563 -0.0011928966717175392 0.00030227622037795452 -0.0030538700753450459 -0.00086838357197638685
leaf_weight=28 28 41 30 29 28 110 27 25 57 46 32 25 44 45 85 36 26 32 519 101 28 48 41 330 60 26 303 49 30 628
leaf_count=28 28 41 30 29 28 110 27 25 57 46 32 25 44 45 85 36 26 32 519 101 28 48 41 330 60 26 303 49 30 628
internal_value=-0.000948946 0.000101323 -0.000251387 0.000502532 0.00310909 0.00209424 0.00678571 0.000147058 -0.000248022 -0.00139722 0.00281356 -0.000786688 0.0012549 0.00476923 0.000594285 -0.00242553 0.004672 0.00284746 -0.00256803 -0.00137187 0.00729824 -0.00128889 0.00395349 -0.00217711 -0.000615385 0.00153425 -0.000950981 0.000556521 -0.000950001 -0.00267247
internal_weight=2937 1726 1612 976 219 190 55 135 757 636 107 650 142 77 174 1211 114 58 1175 508 56 89 85 462 132 72 407 104 79 1147
internal_count=2937 1726 1612 976 219 190 55 135 757 636 107 650 142 77 174 1211 114 58 1175 508 56 89 85 462 132 72 407 104 79 1147
cat_boundaries=0 18 32 34 35 52 54 56 57 58
cat_threshold=0 268435584 100933632 4 2 134219840 131072 268566528 65536 134217728 40992 192 0 0 67108864 32 4096 384 268435456 1 0 0 32 0 0 8192 0 16 0 0 0 268435456 68232224 34 4 0 0 1048576 2048 0 0 0 0 2048 8224 0 0 0 0 0 0 16 0 180 0 16548 16941056 84126720
is_linear=0
shrinkage=0.04


Tree=51
num_leaves=31
num_cat=5
split_feature=7 1 9 11 0 9 0 4 0 0 2 0 2 2 3 3 2 0 0 3 13 2 3 3 4 2 2 2 3 2
split_gain=3.13919 1.61369 1.09814 0.84251 0.708326 1.19163 1.05789 1.22129 0.812391 0.666203 0.562933 0.544196 0.492921 0.472024 0.455953 0.434216 0.420557 0.397867 0.407529 0.39159 0.367527 0.420099 0.353118 0.340265 0.302483 0.294572 0.291541 0.278397 0.234372 0.212041
threshold=0 5.5000000000000009 1 2 35.250000000000007 3 35.850000000000009 1074820000.0000002 39.07500000000001 42.710000000000008 1.0000000180025095e-35 12.250000000000002 11.500000000000002 4.5000000000000009 1993.5000000000002 2010.5000000000002 144.50000000000003 40.675000000000004 35.600000000000009 2001.5000000000002 4 11.500000000000002 2002.5000000000002 2015.5000000000002 3681544000.0000005 3.5000000000000004 2.5000000000000004 6.5000000000000009 1983.0000000000002 10.500000000000002
decision_type=9 8 9 9 10 9 10 10 10 10 10 8 10 10 10 10 10 8 10 10 9 10 10 8 10 8 10 10 10 10
left_child=16 2 11 12 10 27 -7 8 -8 14 -3 -2 25 -11 29 19 -1 18 -13 -14 -20 22 26 -18 -19 -4 -22 -6 -27 -10
right_child=1 4 3 -5 5 6 7 -9 9 13 -12 17 15 -15 -16 -17 23 24 20 -21 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0011666282180992792 0.0063006729738541338 4.0321142986957136e-05 0.001238576202760104 -0.0016947613606942999 0.0011525026650682519 0.00132707946489279 -0.0015021221335297054 0.0022780316615066453 0.00085291414948731172 0.00014118918257701411 -0.0025220612735935887 -0.0021772185672088518 0.0023710002168119697 -0.004680207005974206 0.0063647124328704624 0.0035070241695393896 -0.0035562253336338195 -0.0043908504808187173 -0.0011469342956089206 -0.0010769233109677837 -9.4314483832138276e-07 -0.00072890573204658499 -0.0025052249716627211 0.00027685208875144452 -0.0023408470998959254 0.00081591048480039621 0.00090176203712622784 -0.0016201506860393619 -0.0019683813105294858 0.00028056398652693675
leaf_weight=1192 30 25 29 107 55 34 38 32 45 26 57 110 81 27 29 32 36 142 195 28 34 178 31 59 25 53 50 47 37 48
leaf_count=1192 30 25 29 107 55 34 38 32 45 26 57 110 81 27 29 32 36 142 195 28 34 178 31 59 25 53 50 47 37 48
internal_value=-0.000867835 0.000305623 -0.000488393 0.00130159 0.00230172 0.00302618 0.00428965 0.00349593 0.00237383 0.00352273 -0.00106024 -0.00131514 0.00250922 -0.000222223 0.00513821 0.00419718 -0.00233282 -0.00154047 -0.00105509 0.00294545 -0.000556238 0.000355262 0.00224138 0.000208332 -0.00326191 0.000699999 0.00357647 -0.000778762 -0.000439561 0.00370213
internal_weight=2912 1625 1162 367 463 381 279 245 213 175 82 795 260 53 122 141 1287 765 598 109 488 293 115 95 167 119 84 102 90 93
internal_count=2912 1625 1162 367 463 381 279 245 213 175 82 795 260 53 122 141 1287 765 598 109 488 293 115 95 167 119 84 102 90 93
cat_boundaries=0 18 20 22 24 25
cat_threshold=2 0 1140858880 524804 524288 134225920 131072 805437440 33622016 134217760 8224 0 0 0 0 32 1073745920 384 0 30720 4 1024 131072 8196 4
is_linear=0
shrinkage=0.04


Tree=52
num_leaves=31
num_cat=9
split_feature=8 7 0 4 7 8 4 12 4 6 0 1 2 0 0 2 0 8 12 2 4 1 6 2 0 2 2 0 2 2
split_gain=3.88323 2.38495 1.76602 1.67473 1.06521 0.678311 0.839578 0.566374 0.913444 0.694256 0.479432 0.479004 0.437234 0.400712 0.339808 0.325672 0.319786 0.259615 0.303172 0.239929 0.229031 0.22383 0.298212 0.498238 0.429045 0.337661 0.264213 0.235733 0.202128 0.32066
threshold=0 1 44.07500000000001 5081865000.000001 2 3 4.0000000000000009 4 7650.0000000000009 5 36.900000000000006 4.5000000000000009 35.500000000000007 9.5000000000000018 45.425000000000004 69.500000000000014 40.675000000000004 6 7 247.00000000000003 345.00000000000006 5.5000000000000009 8 13.500000000000002 38.20000000000001 17.500000000000004 25.500000000000004 35.600000000000009 53.500000000000007 35.500000000000007
decision_type=9 9 10 8 9 9 10 9 8 9 8 8 10 10 10 10 8 9 9 8 10 10 9 10 10 10 8 10 10 8
left_child=11 2 3 -2 -3 6 19 8 -7 -10 -11 13 16 -1 -4 -5 20 18 -13 -6 21 22 24 27 -9 -25 -27 -24 29 -12
right_child=1 4 14 15 5 7 -8 12 9 10 28 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00095384161802153312 0.0060615414738122309 -0.0023648665444356756 0.00037574970435004816 0.0009814857247596228 0.00060167264305153025 0.0019114658341307573 -0.00048910283722392359 0.0011585835053782962 0.0015300120509274709 0.0021869103950464108 -0.001360752032473963 -0.0023182675563681648 -0.0012644629559909223 0.00077766538428553761 -0.0038121191816420925 0.0013123158283086353 -0.0012437645339661431 -0.0024482541242064905 -0.00054076817976430604 0.0034080639524624989 -0.0014643182691959963 0.00043424599446946933 -0.0028964261457318174 0.0036724596846178597 -0.0018721390147279926 -0.00027421214562662179 0.0088713918910426227 0.0004084375536065226 -0.0014540019731972287 0.0027106390312045749
leaf_weight=117 29 234 45 119 32 57 34 29 137 31 143 100 199 32 35 33 80 763 157 35 35 37 26 29 94 43 27 101 47 29
leaf_count=117 29 234 45 119 32 57 34 29 137 31 143 100 199 32 35 33 80 763 157 35 35 37 26 29 94 43 27 101 47 29
internal_value=-0.000837114 0.000365504 0.00380882 0.00613187 -0.000265773 0.000207005 0.00317857 -8.31178e-05 0.00101978 0.000340205 -0.000919541 -0.00260678 -0.000787624 -0.000506668 -0.000987655 0.00439216 -0.000167332 -0.0029383 -0.00159702 0.00605882 0.000274881 0.000558139 0.000239999 0.00108017 -0.00128358 0.00324 0.00169014 -0.000531251 -0.00161818 -0.000971099
internal_weight=2909 1740 261 181 1479 1245 101 1144 444 387 250 1169 700 149 80 152 501 1020 257 67 421 386 349 226 123 99 70 127 219 172
internal_count=2909 1740 261 181 1479 1245 101 1144 444 387 250 1169 700 149 80 152 501 1020 257 67 421 386 349 226 123 99 70 127 219 172
cat_boundaries=0 30 47 65 81 82 83 104 105 106
cat_threshold=1342177280 12 4 0 2147483648 0 0 2147483648 1 0 0 131076 2112 1048576 0 0 0 0 4096 0 384 0 16777216 8 0 49152 4 0 128 8192 268435456 129 0 2048 32 0 0 8192 0 32 0 0 128 268435456 0 0 4224 0 0 536870912 2097156 2 0 131072 0 33554432 0 8224 256 16 0 67108864 32 0 128 16 2048 0 0 0 0 0 0 0 0 0 2048 0 0 0 4096 68165890 90 1073741824 4 0 0 2147483648 0 0 0 0 0 0 131076 0 0 0 0 0 0 0 0 128 8482 76
is_linear=0
shrinkage=0.04


Tree=53
num_leaves=31
num_cat=12
split_feature=7 8 12 0 9 0 13 6 12 1 12 1 9 0 7 1 0 11 0 0 1 0 1 12 0 0 5 0 1 0
split_gain=2.96366 1.33976 0.9764 0.732209 0.487453 0.581257 0.451871 0.400123 0.526439 0.395383 0.328671 0.298632 0.282884 0.278528 0.264233 0.334068 0.256265 0.243229 0.269132 0.223216 0.187314 0.172606 0.314442 0.157796 0.281701 1.29356 0.153005 0.150296 0.143985 0.137122
threshold=0 1 2 42.250000000000007 3 36.900000000000006 4 5 6 5.5000000000000009 7 4.5000000000000009 8 45.425000000000004 9 3.5000000000000004 39.07500000000001 10 40.250000000000007 35.850000000000009 1.5000000000000002 31.500000000000004 5.5000000000000009 11 18.500000000000004 39.07500000000001 1.5000000000000002 44.07500000000001 3.5000000000000004 42.250000000000007
decision_type=9 9 9 10 9 8 9 9 9 10 9 8 9 10 9 8 10 9 10 10 10 8 8 9 8 10 8 10 10 10
left_child=10 3 4 28 5 -3 12 9 21 19 14 -6 -4 -5 16 -16 -1 18 26 -8 -10 -9 -23 24 -17 -26 -13 -12 -2 -21
right_child=1 2 6 13 11 -7 7 8 20 -11 27 17 -14 -15 15 23 -18 -19 -20 29 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0032568192082894471 0.0015715699549488579 0.01369485343663231 7.6100866534810493e-05 0.00049878421916995091 0.0023446851922492348 -0.00084932583691701134 -0.0073342451310262494 -0.0022819455396951949 0.00021565648267457606 0.00023678346166643502 -0.0013479369064922767 0.0010505683574760481 -0.0014953695791246337 -0.0031740858609813757 0.00016682749206409073 -0.0050561650978301091 0.00056636015917454802 -0.0020230819782651064 -0.0070913704141993038 0.00012180803749459812 0.0035364113998965353 7.4813626774912106e-07 0.0017929294919177185 -0.001305410227756428 0.015754643871165153 -0.003642556257752636 -0.0011578372500432579 -0.0013517428408848886 0.0028967110629896553 -0.0011814736497197617
leaf_weight=53 68 35 136 83 27 93 29 25 28 42 656 26 108 31 47 40 51 208 53 157 88 107 38 300 28 71 170 35 61 30
leaf_count=53 68 35 136 83 27 93 29 25 28 42 656 26 108 31 47 40 51 208 53 157 88 107 38 300 28 71 170 35 61 30
internal_value=-0.00101744 0.000113663 -0.000368534 0.0027874 -0.00155377 0.000633093 0.0005607 0.0011964 0.00220875 2.97389e-05 -0.00244892 -0.00213333 -0.00084706 0.000556521 -0.00166389 -0.00206036 0.000208695 -0.00241921 -0.00136923 -0.000663595 0.00422047 0.000662983 0.00123288 -0.00244546 -0.00104 3.99991e-05 -0.000730965 -0.00308262 0.00495385 -0.000148937
internal_weight=2924 1643 1400 243 612 128 788 544 286 258 1281 484 244 114 590 486 104 457 249 216 116 170 145 439 139 99 196 691 129 187
internal_count=2924 1643 1400 243 612 128 788 544 286 258 1281 484 244 114 590 486 104 457 249 216 116 170 145 439 139 99 196 691 129 187
cat_boundaries=0 18 39 40 42 43 44 46 47 49 59 60 61
cat_threshold=0 0 1140858880 2097668 0 134217792 131072 805437440 33622016 402653216 40960 192 0 0 0 32 1073745920 384 16 1050624 0 0 0 0 0 0 0 32768 0 2048 0 512 0 4096 0 0 33554432 0 2147483648 16893024 1073741824 16388 4 324 131074 32 1098082 0 2208 0 0 0 4 0 0 0 0 2048 32 4 1048640
is_linear=0
shrinkage=0.04


Tree=54
num_leaves=31
num_cat=10
split_feature=7 9 1 17 1 0 8 8 1 8 0 3 7 3 7 5 1 6 17 5 0 3 0 0 0 0 0 0 5 3
split_gain=3.41184 1.68293 1.36505 1.18952 1.10487 0.818436 0.615749 0.566009 0.37998 0.378572 0.272062 0.410203 0.267113 0.264008 0.228459 0.208663 0.286239 0.1918 0.285365 0.222623 0.219975 0.197897 0.161155 0.153811 0.14553 0.113675 0.2319 0.113012 0.100423 0.098338
threshold=0 1 2.5000000000000004 2 5.5000000000000009 38.20000000000001 3 4 3.5000000000000004 5 42.710000000000008 2010.5000000000002 6 2002.5000000000002 7 5.5000000000000009 5.5000000000000009 8 9 1.5000000000000002 36.400000000000006 2009.5000000000002 42.250000000000007 31.500000000000004 29.500000000000004 36.900000000000006 24.500000000000004 35.600000000000009 1.0000000180025095e-35 2019.5000000000002
decision_type=9 9 10 9 8 10 9 9 8 9 10 8 9 10 9 8 8 9 9 8 10 8 10 10 10 10 10 10 10 8
left_child=7 2 5 15 10 -2 -4 14 -9 -8 11 -5 13 28 24 -3 -17 18 29 -20 23 -19 -22 -21 -1 26 -10 -28 -11 -14
right_child=1 3 6 4 -6 -7 9 8 25 12 -12 -13 17 -15 -16 16 -18 21 19 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014474998456483292 0.0027533510538412321 -0.0018062275735367145 -0.0037459855598023189 0.00044937783621393695 0.0029147207164879636 -0.00013923729981568954 0.0002687859216280431 -0.00022269066429122489 -0.00052734480067878446 5.7751204546930829e-05 -0.00042384898881222578 0.0021937520685594331 -0.0064640588135859104 0.0009911441909851125 -0.0021276765691880055 0.0045671275804065273 -0.00045690619424146192 1.9798833104088719e-05 -0.0018801540398803336 -0.0011300100716734229 0.00037222934266652007 -0.0011186920981282884 -0.0014354805514150471 -0.0025018278027424353 0.0003443354263967162 -0.0026962438491639979 1.6706864527678347e-05 -0.00013487119889489798 -0.0035501153389327824 -0.003846496647976629
leaf_weight=32 80 43 106 46 61 48 112 94 393 42 34 103 39 42 163 33 38 56 38 41 236 265 56 29 69 394 60 36 26 97
leaf_count=32 80 43 106 46 61 48 112 94 393 42 34 103 39 42 163 33 38 56 38 41 236 265 56 29 69 394 60 36 26 97
internal_value=-0.000950224 0.000235433 -0.000432025 0.00262331 0.00417255 0.00347287 -0.000860035 -0.00252716 -0.00298381 -0.00054679 0.00276087 0.00349333 -0.000805727 0.000991735 -0.000785455 -0.000768001 0.000499999 -0.00104608 -0.00055576 -9.2815e-10 0.000308539 -0.00181928 0.000791808 -0.00169014 0.000678571 -0.00327149 -0.00284898 -0.00107217 -0.000463769 -0.00206803
internal_weight=2912 1671 1313 358 244 128 1185 1241 977 1079 183 149 967 110 264 114 71 857 536 400 362 321 292 70 101 883 489 96 68 136
internal_count=2912 1671 1313 358 244 128 1185 1241 977 1079 183 149 967 110 264 114 71 857 536 400 362 321 292 70 101 883 489 96 68 136
cat_boundaries=0 18 20 21 45 75 101 111 128 129 130
cat_threshold=0 0 1141121024 2359812 2 134217728 131072 268566528 33619968 402662400 40992 2097536 0 0 0 32 4112 384 131584 22548 14 0 8 4 0 0 1 0 0 0 0 0 0 2048 0 0 0 0 0 33554432 0 0 0 0 8 0 0 0 0 0 0 0 2147483648 0 0 0 0 8192 512 0 0 0 0 0 8192 128 0 4194304 0 0 0 0 0 524288 4096 16 0 0 0 0 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 2 128 536870912 2048 0 0 0 0 0 32 0 0 0 0 0 0 131072 0 65536 0 0 0 0 0 0 0 4096 450 19
is_linear=0
shrinkage=0.04


Tree=55
num_leaves=31
num_cat=7
split_feature=7 8 7 0 2 2 8 0 1 0 1 0 2 2 0 2 2 1 8 2 2 6 17 3 2 2 2 2 3 2
split_gain=4.04064 1.45441 0.786971 0.760642 0.711356 0.959281 0.562973 0.515806 0.522249 0.475805 0.418214 0.371328 0.29384 0.298217 0.328506 0.293708 0.403904 0.25475 0.248283 0.247026 0.424243 0.223186 0.467153 0.396874 0.185778 0.732795 0.185385 0.18458 0.154071 0.204088
threshold=0 1 2 45.425000000000004 136.50000000000003 67.500000000000014 3 40.250000000000007 5.5000000000000009 30.500000000000004 4.5000000000000009 6.5000000000000009 295.00000000000006 50.500000000000007 36.400000000000006 28.500000000000004 9.5000000000000018 5.5000000000000009 4 9.5000000000000018 17.500000000000004 5 6 2011.5000000000002 14.500000000000002 21.500000000000004 9.5000000000000018 34.500000000000007 2017.5000000000002 11.500000000000002
decision_type=9 9 9 10 8 10 9 10 10 8 10 10 10 8 10 10 8 10 9 10 10 9 9 8 10 10 10 10 10 10
left_child=11 3 15 4 5 19 -4 9 -9 10 -8 -1 13 14 -11 16 -3 21 -13 -2 -21 23 24 -16 -23 -26 -19 -22 29 -24
right_child=1 2 6 -5 -6 -7 7 8 -10 12 -12 18 -14 -15 17 -17 -18 26 -20 20 27 22 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014875584005072419 0.00032176225108561179 0.00045303429853663828 -0.003877622984674966 -0.0020155823129948836 0.0028062373016515254 -0.0030282406632428718 0.0042889225981336846 -0.0026232142136935893 0.00011770338211339085 0.001491126215031722 -0.0017251370331032093 -0.00033995255095122814 0.0019844276155911444 -0.00064873073045408701 0.00042025312699617084 2.3415541697602293e-07 0.0040462233072921603 0.00021867739890539439 -0.0014787876345865954 0.0023829057646524961 -0.00021389230778451042 -0.0017018810144852931 0.00072034800156485208 -0.0026149822998816018 0.0012176612528332241 -0.0038590690840483196 0.00078734207311868495 0.00059330189543828544 -0.00118442216914918 0.0019843863650950968
leaf_weight=26 49 33 112 31 70 30 25 163 49 50 86 108 40 175 31 42 28 33 1179 30 26 88 93 77 29 51 30 25 34 86
leaf_count=26 49 33 112 31 70 30 25 163 49 50 86 108 40 175 31 42 28 33 1179 30 26 88 93 77 29 51 30 25 34 86
internal_value=-0.000940615 0.000403195 -0.000131773 0.00307353 0.00398268 0.00248447 -0.000418053 -0.000139011 -0.00191549 0.000266953 -0.00217857 -0.00257704 0.000601466 0.000426734 0.000849087 0.00305263 0.00509677 0.000564194 -0.00269255 0.00396946 0.00531707 0.00025306 0.000704081 -0.00127731 -0.000849163 0.000493826 0.0029375 0.003 0.00191071 0.00246667
internal_weight=2929 1616 1355 261 230 160 1252 1140 212 928 111 1313 817 777 602 103 61 552 1287 130 81 489 381 108 168 80 63 51 213 179
internal_count=2929 1616 1355 261 230 160 1252 1140 212 928 111 1313 817 777 602 103 61 552 1287 130 81 489 381 108 168 80 63 51 213 179
cat_boundaries=0 18 47 63 82 111 112 113
cat_threshold=0 0 1141121024 4 2 134217728 131072 805437440 33622016 134225920 40992 2097280 268435456 0 0 0 4112 384 16 2048 0 0 0 1 0 0 0 32768 0 2048 0 512 0 4096 0 0 33554432 2048 0 0 4194304 0 0 16384 64 0 524288 268435456 17 0 2105344 0 8192 0 0 0 0 0 0 0 0 0 32 1073741824 12 4 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 0 131072 0 512 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 524288 12 10
is_linear=0
shrinkage=0.04


Tree=56
num_leaves=31
num_cat=6
split_feature=8 7 12 2 12 3 2 3 17 1 2 3 1 0 1 6 2 2 4 3 3 3 2 0 2 0 2 1 4 4
split_gain=3.95497 1.54254 1.04773 0.898803 0.751661 0.456091 0.535585 0.44771 0.483917 0.569069 0.512239 0.330034 0.327663 0.309588 0.561392 0.501392 0.341828 0.636666 0.629669 0.487889 0.291554 0.328303 0.323902 0.234219 0.26276 0.227175 0.212485 0.201777 0.201346 0.238099
threshold=0 1 2 492.00000000000006 3 2021.5000000000002 47.500000000000007 2004.5000000000002 4 5.5000000000000009 442.50000000000006 2017.5000000000002 5.5000000000000009 42.710000000000008 5.5000000000000009 5 8.5000000000000018 3.5000000000000004 2867949500.0000005 2016.5000000000002 2015.5000000000002 2002.5000000000002 669.50000000000011 35.850000000000009 9.5000000000000018 39.07500000000001 64.500000000000014 2.5000000000000004 1300.0000000000002 425.00000000000006
decision_type=9 9 9 10 9 8 8 8 9 8 8 10 8 10 8 9 10 10 8 8 10 8 8 10 10 10 8 8 8 10
left_child=27 2 5 12 20 -2 -7 -6 9 -9 11 13 26 15 -15 23 17 -17 -18 -20 21 -3 -23 -10 -25 -21 -4 -1 29 -29
right_child=1 4 3 -5 7 6 -8 8 10 -11 -12 -13 -14 14 -16 16 18 -19 19 25 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=9.8683638922484503e-05 0.001185711179710909 0.0017665400116152262 -0.00019307704081325441 0.00093989283141359 -0.00087167032309328624 0.0049757537230631808 0.0048390530748944937 -0.0037884436078328438 0.00040991283051083248 0.00038474965557085968 -0.00016505707291720578 -0.00063115628434692601 0.00012611412141351003 -0.0029589834559611908 0.00023069545966169027 0.0045688181344210269 0.0037086385579275516 -0.0004715358866445916 0.0055518631993120571 -8.3195630415211711e-05 0.00052706002269883032 -0.0015291067160000372 1.3130628808318574e-05 -0.0044193033414735954 7.6221668353032817e-05 0.0019328296955396982 -0.0033390672982811869 -0.0038557211541687415 -0.0019225223053116519 0.00030122380220018777
leaf_weight=25 31 54 77 32 92 38 33 83 34 28 175 57 40 46 30 26 32 63 34 35 42 387 61 30 60 94 51 51 1094 25
leaf_count=25 31 54 77 32 92 38 33 83 34 28 175 57 40 46 30 26 32 63 34 35 42 387 61 30 60 94 51 51 1094 25
internal_value=-0.000972645 0.000236486 0.00278594 0.000947866 -0.00030665 0.0059469 0.00827778 0.000391397 0.00069082 -0.00167213 0.0010674 0.00169004 -0.00018935 0.00202887 -0.000311689 0.00246455 0.00333559 0.00137778 0.00438775 0.00334146 -0.00147027 -0.00176541 -0.00212027 0.000177777 -0.000879122 0.00218461 -0.0011783 -0.00273632 -0.00283518 -0.00083117
internal_weight=2960 1765 302 200 1463 102 71 919 827 111 716 541 168 484 76 408 284 89 195 163 544 502 448 124 90 129 128 1195 1170 76
internal_count=2960 1765 302 200 1463 102 71 919 827 111 716 541 168 484 76 408 284 89 195 163 544 502 448 124 90 129 128 1195 1170 76
cat_boundaries=0 30 47 48 49 50 51
cat_threshold=268435456 8 4 134217728 0 0 262144 2147483648 1 0 0 131076 2112 1048576 0 0 0 0 4096 0 384 0 16777216 8 0 16384 4 0 128 8192 268435456 144 0 2048 32 0 0 8192 67584 16 0 0 128 268435456 0 0 128 1114114 85164064 18 12
is_linear=0
shrinkage=0.04


Tree=57
num_leaves=31
num_cat=13
split_feature=7 7 8 2 11 4 8 17 4 7 8 2 6 2 2 2 5 2 2 16 2 2 7 16 2 6 2 2 2 2
split_gain=3.14789 1.99848 1.27499 0.830579 0.663365 0.555758 0.491274 0.50026 0.722137 0.545929 0.40338 0.372646 0.25646 0.497127 0.341713 0.198423 0.181262 0.181204 0.288503 0.261917 0.164459 0.371712 0.164332 0.245587 0.240254 0.211219 0.151285 0.541739 0.140926 0.212418
threshold=0 1 2 44.500000000000007 3 9330535000.0000019 4 5 28.000000000000004 6 7 20.500000000000004 8 35.500000000000007 2.5000000000000004 80.500000000000014 1.5000000000000002 24.500000000000004 49.500000000000007 9 14.500000000000002 38.500000000000007 10 11 4.5000000000000009 12 99.000000000000014 19.500000000000004 19.500000000000004 21.500000000000004
decision_type=9 9 9 10 9 8 9 9 10 9 9 8 9 10 8 10 8 10 10 1 8 10 9 1 10 9 8 10 10 10
left_child=10 3 26 5 -4 -2 16 8 -8 20 17 -7 13 -11 -14 28 -6 -1 -19 -20 -9 -22 25 -24 -25 -12 27 -3 -16 -30
right_child=1 2 4 -5 6 11 7 9 -10 12 22 -13 14 -15 15 -17 -18 18 19 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0039488160433809602 -0.0015253681359754846 0.0018235760280822834 -0.0024329699950233407 0.0081056988980295567 -0.00054040757751425389 0.0055941136085722667 0.00010187749323598543 -0.00097591710753477284 0.0017567049686503821 -0.00031709244691745838 -0.0026902728864733106 0.0018642411846045359 0.0010586490377095515 0.00023504672073486221 -0.00047497694977584472 -0.0028222606289191664 -0.0031931238957333789 0.00067422223054966479 0.00014293367140412163 -0.0029406297017164395 0.0017946359208294341 5.9226557576024988e-05 -0.0024172560142781251 -0.00024639491097404933 -0.00038851181947112233 -0.00014594705233075792 0.0010791586191867765 -0.0019370389719488123 0.001000985229067634 -0.00019987584299434582
leaf_weight=100 28 35 156 31 33 31 82 37 29 159 110 26 26 41 358 58 71 47 37 47 28 51 356 60 433 115 48 29 43 190
leaf_count=100 28 35 156 31 33 31 82 37 29 159 110 26 26 41 358 58 71 47 37 47 28 51 356 60 433 115 48 29 43 190
internal_value=-0.000849448 0.00034978 -6.46474e-05 0.00516535 -0.000413694 0.00348837 -8.5457e-05 0.000172506 0.00259016 -0.000123753 -0.00229483 0.00572414 -0.000474042 0.000758293 -0.000845482 -0.00104 -0.00257391 -0.000677687 0.000272726 -0.00112941 0.00233071 0.00355 -0.00263226 -0.00292558 -0.00237247 -0.00144068 0.0038374 0.00283077 -0.000817569 -5.1283e-05
internal_weight=2895 1590 1474 116 1362 85 1206 1102 111 991 1305 57 875 200 675 649 104 231 131 84 116 79 1074 849 493 225 112 64 591 233
internal_count=2895 1590 1474 116 1362 85 1206 1102 111 991 1305 57 875 200 675 649 104 231 131 84 116 79 1074 849 493 225 112 64 591 233
cat_boundaries=0 18 32 59 61 85 86 103 132 133 134 146 147 148
cat_threshold=2 16 1140858880 516 2 134217792 131072 805437440 33622016 402653184 40992 2097280 0 0 0 32 4096 256 268435456 1 0 2097152 0 0 0 8192 0 16 0 0 128 268435456 16 2048 0 0 0 0 0 0 0 32768 0 2048 0 0 0 4096 0 0 0 0 0 0 4194304 0 0 0 64 49184 32 0 8 0 0 65536 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2048 0 0 0 8 21 0 128 0 2048 0 0 0 0 0 8192 0 0 0 0 0 0 1073741968 0 0 0 0 0 0 0 0 0 0 0 0 8192 512 0 0 0 0 0 8192 128 0 4194304 0 0 0 0 0 524288 20 2 2 16 1073741824 4 0 0 0 0 2048 0 0 128 2 388
is_linear=0
shrinkage=0.04


Tree=58
num_leaves=31
num_cat=9
split_feature=8 9 6 2 1 2 7 1 2 2 1 2 2 2 2 13 12 4 2 12 4 2 2 2 2 2 2 12 6 2
split_gain=4.3187 1.73553 1.28493 0.963199 0.59324 0.698366 0.57204 0.672446 0.550868 0.723826 0.522862 0.463925 0.378045 0.501953 0.331523 0.310818 0.380275 0.295385 0.249489 0.238287 0.361126 0.261241 0.232716 0.228978 0.19513 0.568572 0.164464 0.161991 0.242468 0.27564
threshold=0 1 2 321.00000000000006 5.5000000000000009 25.500000000000004 3 4.5000000000000009 57.500000000000007 40.500000000000007 3.5000000000000004 698.00000000000011 21.500000000000004 14.500000000000002 111.00000000000001 4 5 1732015000.0000002 49.500000000000007 6 14831265000.000002 33.500000000000007 45.500000000000007 17.500000000000004 10.500000000000002 12.500000000000002 9.5000000000000018 7 8 5.5000000000000009
decision_type=9 9 9 10 10 8 9 10 10 8 8 10 10 10 10 9 9 8 10 9 8 8 10 10 10 10 10 9 9 8
left_child=10 3 8 4 6 26 7 -2 9 24 -1 -5 13 17 -10 19 18 -4 -17 20 -8 -22 -23 -9 -3 -26 -6 -18 -29 -30
right_child=1 2 12 11 5 -7 15 23 14 -11 -12 -13 -14 -15 -16 16 27 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00036208066621071569 0.0075490056365256353 0.00085852051407322647 0.0020357375108914777 0.0016864360482211033 0.00025222313328810103 -0.0014092880228643318 -0.00368643841517333 0.00051114997273363021 -0.00072206871416143797 0.005181311321313312 -0.002352919408520194 5.7200237527600088e-06 -0.0006122315408071498 0.00066709880664698356 0.00036880538558351557 -0.0034704638469375479 0.00071842247467848882 -0.0001789121802082564 6.2770022240660577e-05 -0.0024913619531586281 -0.0022244988864809686 0.00068434778927515985 -0.00066638857180024535 -0.0013608495559676182 -0.00037506303911050783 0.0021176434496848039 0.0015696460708493453 -0.00037527974599964043 0.00090561533222639757 -1.807274817119771e-05
leaf_weight=121 28 88 26 51 52 46 48 38 27 39 911 51 61 28 25 186 116 87 29 255 94 34 43 41 25 74 46 112 29 143
leaf_count=121 28 88 26 51 52 46 48 38 27 39 911 51 61 28 25 186 116 87 29 255 94 34 43 41 25 74 46 112 29 143
internal_value=-0.00073638 0.000389032 0.00244399 -0.000308329 -0.000596571 0.00182069 -0.00088889 0.00179661 0.00417993 0.00518062 -0.00280729 0.00341747 -3.75596e-05 0.00109859 0.000603773 -0.00116 -0.000543132 -0.000105264 -0.00185841 -0.0019299 -0.000852175 -2.32568e-05 0.00169231 4.99991e-05 0.00410638 0.00284 0.00371717 0.000194646 -0.000325425 0.000612021
internal_weight=2954 1922 480 1442 1340 144 1196 107 278 226 1032 102 202 141 52 1089 615 113 215 474 219 171 77 79 187 99 98 400 284 172
internal_count=2954 1922 480 1442 1340 144 1196 107 278 226 1032 102 202 141 52 1089 615 113 215 474 219 171 77 79 187 99 98 400 284 172
cat_boundaries=0 30 32 33 50 51 52 53 54 55
cat_threshold=1342177280 8 4 134217728 65536 0 0 2147483648 1 0 0 33685504 2112 0 0 0 0 0 33558528 2 384 0 16777216 0 0 0 4 0 128 8192 131200 30736 154 268435456 128 0 2099200 0 0 0 0 2048 0 0 0 0 268435456 0 0 16 12 67226656 66594 16916544 14
is_linear=0
shrinkage=0.04


Tree=59
num_leaves=31
num_cat=16
split_feature=8 7 8 1 5 12 11 12 9 4 1 6 9 6 4 18 4 1 4 1 6 5 4 18 12 5 5 16 18 5
split_gain=3.77561 1.90409 1.28672 1.28618 0.972683 0.796995 0.486762 0.489901 0.523806 0.484054 0.455054 0.436403 0.435445 0.424566 0.320477 0.286191 0.276745 0.35842 0.150243 0.14423 0.141234 0.204727 0.123721 0.0876908 0.0865358 0.0608491 0.0491439 0.0483375 0.0587955 0.0357049
threshold=0 1 2 5.5000000000000009 1.0000000180025095e-35 3 4 5 6 2772799500.0000005 4.5000000000000009 7 8 9 11633120000.000002 10 28487750000.000004 5.5000000000000009 6186315000.000001 2.5000000000000004 11 3.5000000000000004 199.50000000000003 12 13 2.5000000000000004 1.0000000180025095e-35 14 15 1.0000000180025095e-35
decision_type=9 9 9 8 10 9 9 9 9 10 8 9 9 9 10 9 8 8 8 10 9 8 10 9 9 8 10 1 9 10
left_child=10 16 -3 6 5 27 29 12 18 11 19 15 -8 22 -11 -7 -2 -18 -9 -1 21 -20 -10 -13 -12 -15 -22 28 -5 -4
right_child=1 2 3 4 -6 9 7 8 13 14 24 23 -14 25 -16 -17 17 -19 20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001454993261705958 0.0094174306937201187 0.0012419389703197553 -0.0010228131874221724 -0.0045340778504334217 0.00045777117806544644 0.002634129509285352 0.00082103928329787113 -0.0030031774203590086 0.0012147464977918185 0.0011797379855979812 -0.00021566493542350419 -0.00057580917870572344 -0.0010875302678671431 -6.2465953610205686e-05 0.00041627461744833048 0.00011136003341722913 0.00095524844422058362 0.0053471306984474191 0.00072396963017032248 -0.00085232390614293249 -0.0017169439361983166 -0.0011332517680973807 -0.00088391795405589875 -7.5947401700310427e-08 -0.0030214988190182114 -0.00075970395257170676 -0.0033245238949911825 -0.0046016778965789406 -0.00011187721345309827 -0.0048445371726838736
leaf_weight=26 38 104 168 39 58 52 101 82 127 25 234 42 111 28 26 69 42 27 40 101 257 94 25 97 654 110 25 27 36 44
leaf_count=26 38 104 168 39 58 52 101 82 127 25 234 42 111 28 26 69 42 27 40 101 257 94 25 97 654 110 25 27 36 44
internal_value=-0.000795877 0.000264566 -6.00677e-05 -0.000337663 0.0014322 0.00074396 -0.00102886 -0.000633038 -0.00109137 0.00172671 -0.00274854 0.0010728 0.00104036 0.00026578 0.00530769 0.00269697 0.00518644 0.00405714 -0.00187033 -0.000531251 -0.00159233 -0.000386208 0.00166871 -0.000506668 -0.00309561 -0.00128859 -0.00207509 -0.00219469 -0.00184211 -0.00272646
internal_weight=2909 1894 1787 1683 471 413 1212 1000 788 311 1015 260 212 290 51 121 107 69 498 127 416 134 152 139 888 138 282 102 75 212
internal_count=2909 1894 1787 1683 471 413 1212 1000 788 311 1015 260 212 290 51 121 107 69 498 127 416 134 152 139 888 138 282 102 75 212
cat_boundaries=0 30 44 71 72 75 77 79 80 82 83 84 85 86 88 89 90
cat_threshold=268435456 8 4 134217728 0 0 0 2147483648 1 0 0 33685504 2112 0 268435456 0 0 0 4096 0 384 0 16777216 0 0 16384 4 0 0 12288 268435456 1 0 2048 0 8192 0 8192 0 16 0 0 0 268435456 16 2050 0 0 0 0 0 0 0 32768 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 268435456 64 1057888 67125248 66560 524288 1197120 2 0 6160 26 0 2048 202 4 272 4 17956864 32 2 4
is_linear=0
shrinkage=0.04


Tree=60
num_leaves=31
num_cat=6
split_feature=8 11 7 2 15 0 1 3 2 2 3 2 18 2 6 1 4 2 0 4 5 5 2 2 2 0 2 2 2 0
split_gain=3.32555 1.09171 0.985846 1.08056 0.560108 0.549275 0.540204 0.525401 0.783924 0.605348 0.43994 1.05773 0.354978 0.337787 0.317482 0.295742 0.294412 0.307315 0.293437 0.270805 0.372802 0.260316 0.238703 0.238252 0.434047 0.236042 0.220231 0.206344 0.431941 0.389542
threshold=0 1 2 416.00000000000006 3 42.250000000000007 5.5000000000000009 2017.5000000000002 81.500000000000014 46.500000000000007 2007.5000000000002 8.5000000000000018 4 11.500000000000002 5 4.5000000000000009 1868495000.0000002 43.500000000000007 40.250000000000007 86.000000000000014 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 3.5000000000000004 9.5000000000000018 38.57500000000001 4.5000000000000009 24.500000000000004 52.500000000000007 39.07500000000001
decision_type=9 9 9 10 9 8 8 8 10 10 10 10 9 8 9 10 10 8 10 10 10 8 10 8 10 10 8 8 10 10
left_child=4 16 18 5 -1 7 -7 8 9 10 -4 -12 25 -6 21 -16 -2 -18 27 20 26 -14 -8 -23 -25 -9 -17 -3 -29 -30
right_child=1 2 3 -5 13 6 22 12 -10 -11 11 -13 14 -15 15 19 17 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0031877609330545364 -0.0014487500145561247 -8.0809608440580747e-05 0.00061058457458761106 0.0013472345829982622 0.00013757962631306145 -0.0025563342376313625 0.00024681654515587434 0.0083715364757684079 -0.00083461832377602126 0.0052514826218382771 -0.00055435155086062829 0.0058577151991927858 -0.0011366420678709825 -0.00076302896711226257 -0.0027467735344524945 -0.0010189638920965812 -0.0035757565474969022 0.0012831458827885307 -0.0024112356347972467 -0.001343031786485434 0.00033374948516580287 0.001529493214383575 -0.0016995916127506094 -6.1292635285931698e-05 0.0015448658679559214 0.00032728295796801169 6.4232915012473415e-05 0.00038111220521590879 -0.00039935040503361578 0.0001328120952580498
leaf_weight=717 252 116 94 46 78 130 33 26 33 26 29 59 79 280 49 50 25 25 74 39 45 34 25 74 117 36 191 81 51 47
leaf_count=717 252 116 94 46 78 130 33 26 33 26 29 59 79 280 49 50 25 25 74 39 45 34 25 74 117 36 191 81 51 47
internal_value=-0.00079811 0.000219293 0.000642005 0.00119086 -0.00255985 0.000960683 -0.00101587 0.00134012 0.00295868 0.00386603 0.00301639 0.00503371 0.000809716 -0.00117073 0.000541973 -0.000249352 -0.00194249 0.000784313 -0.00114737 0.000184048 0.000613239 0.00147301 0.00216949 0.00221239 0.00164583 0.00368254 -1.65299e-05 -0.000608109 0.000244443 -0.00153535
internal_weight=2961 1886 1584 1215 1075 1169 188 981 241 208 182 88 740 358 678 374 302 50 369 325 286 304 58 225 191 62 241 295 179 98
internal_count=2961 1886 1584 1215 1075 1169 188 981 241 208 182 88 740 358 678 374 302 50 369 325 286 304 58 225 191 62 241 295 179 98
cat_boundaries=0 30 33 50 51 52 53
cat_threshold=268435456 8 4 134217728 0 0 262144 2147483648 1 0 0 131072 2112 0 0 4096 0 0 4096 0 256 0 16777216 0 0 0 4 0 128 12288 49152 589824 524288 0 0 68165632 524288 32 134217728 131072 131072 2048 32 8192 256 0 0 0 32 4112 2214592512 4 386
is_linear=0
shrinkage=0.04


Tree=61
num_leaves=31
num_cat=16
split_feature=8 7 7 9 12 1 13 12 3 12 1 13 3 16 7 12 3 12 8 17 1 4 3 1 1 16 4 3 4 4
split_gain=2.29509 2.05827 1.26746 0.829982 0.708718 0.687638 0.642771 1.00184 0.560823 0.682402 0.655923 0.523118 0.357472 0.346729 0.328466 0.394638 0.296473 0.237013 0.482902 0.341737 0.286982 0.195695 0.183369 0.176104 0.157701 0.109618 0.103422 0.112397 0.0966022 0.0932205
threshold=0 1 2 3 4 5.5000000000000009 5 6 1999.5000000000002 7 5.5000000000000009 8 1958.5000000000002 9 10 11 2003.5000000000002 12 13 14 5.5000000000000009 28.000000000000004 2000.5000000000002 5.5000000000000009 3.5000000000000004 15 10347970000.000002 2018.5000000000002 52809240000.000008 11633120000.000002
decision_type=9 9 9 9 9 8 9 9 10 9 8 9 10 1 9 9 8 9 9 9 10 10 10 10 10 1 8 8 8 8
left_child=-1 14 4 6 12 -6 7 13 9 25 -11 22 29 -4 15 24 -9 18 23 21 -20 -19 -5 -18 -2 -8 -13 -28 -12 -3
right_child=1 2 3 11 5 -7 8 16 -10 10 28 26 -14 -15 -16 -17 17 19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0023056522323330253 0.0012176880842469236 0.001020053235906315 0.00023026493675011231 0.0015146886336990556 -0.00053014033096602609 0.0014710284511046043 -0.0019668523367930967 0.00020686158623316677 0.0063992227303878184 4.5898495388880035e-06 0.0015850749553145238 0.0027392143441205613 0.00011728584718810192 9.5950789972820355e-05 -0.0022985231205279225 -0.00071281706944284484 6.1664540463662672e-05 0.00028265903724604874 -0.00098762105768320624 -0.0022723926437027619 0.00021263431901918817 -0.0021116106366509671 0.00049418399498272429 -5.8455721272139273e-05 -0.00019745524539326696 -0.00080996780735911118 0.0030572395604397612 -0.00046945139538899484 0.0018067917337929254 0.0017480100259308524
leaf_weight=344 36 25 50 127 74 44 68 77 30 113 29 38 35 50 206 274 77 80 229 309 34 32 50 27 142 42 51 101 56 49
leaf_count=344 36 25 50 127 74 44 68 77 30 113 29 38 35 50 206 274 77 80 229 309 34 32 50 27 142 42 51 101 56 49
internal_value=-0.000412415 7.79328e-06 0.000677148 0.000285543 0.00341176 0.000992247 -0.000191782 -0.000717214 0.00128367 0.000802588 0.00214354 0.00193651 0.0057 0.00288288 -0.00190135 -0.00122678 -0.00116438 -0.00140938 -0.000603176 -0.0020463 -0.00150365 -6.50415e-05 0.00346808 0.0016 0.000253967 -0.00165289 0.000398009 -5.22885e-05 0.00488372 0.00778667
internal_weight=2899 2555 1897 1670 227 118 1303 965 338 308 198 367 109 100 658 452 865 788 367 421 263 112 177 104 178 110 190 152 85 74
internal_count=2899 2555 1897 1670 227 118 1303 965 338 308 198 367 109 100 658 452 865 788 367 421 263 112 177 104 178 110 190 152 85 74
cat_boundaries=0 30 48 65 67 69 70 71 72 73 74 91 92 94 117 118 119
cat_threshold=268435456 8 4 134217728 0 0 0 2147483648 1 0 0 0 2112 1048576 0 0 0 0 0 0 2147483904 0 0 0 0 32768 4 0 128 8192 3 0 34611200 524804 0 0 0 805437440 33554432 134217760 40960 128 16 0 0 0 4096 256 268435456 17 536870912 10240 32 64 0 8192 0 0 0 0 0 0 0 32 1073741968 0 30736 73730 32 6 1051648 1092640 2 2 3 0 34603008 524288 0 0 0 537001984 0 32 8192 0 0 0 0 0 4096 16795714 67109154 32 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 20971520 9 2
is_linear=0
shrinkage=0.04


Tree=62
num_leaves=31
num_cat=17
split_feature=8 7 8 7 12 1 16 8 4 16 4 9 4 3 13 3 12 16 3 1 3 5 4 12 16 12 12 1 1 12
split_gain=2.07236 1.87808 1.1002 0.897961 1.14106 1.74998 1.39698 0.727193 0.622066 0.377596 0.374921 0.36471 0.388294 0.420623 0.332033 0.627456 0.51558 0.408104 0.279343 0.286268 0.302767 0.324982 0.271765 0.217574 0.321117 0.193961 0.182741 0.174296 0.163698 0.163394
threshold=0 1 2 3 4 5.5000000000000009 5 6 3146480000.0000005 7 22.000000000000004 8 3215.5000000000005 1998.5000000000002 9 2007.5000000000002 10 11 2015.5000000000002 3.5000000000000004 1995.5000000000002 2.5000000000000004 625.00000000000011 12 13 14 15 5.5000000000000009 4.5000000000000009 16
decision_type=9 9 9 9 9 8 1 9 10 1 10 9 8 10 9 8 9 1 10 8 8 8 10 9 1 9 9 8 10 9
left_child=23 10 9 14 5 7 8 -5 22 27 -2 29 -13 -14 15 -4 -16 28 19 -6 -21 -22 -7 24 -1 -17 -23 -3 -18 -9
right_child=1 2 3 4 18 6 -8 11 -10 -11 -12 12 13 -15 16 25 17 -19 -20 20 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023631822897871909 0.0014346718592071247 0.00034870228485859667 0.00077712748093942182 0.00046066078774354753 0.00030797641497563942 0.0021966047728972692 -5.6117574305326587e-05 -9.7507865125802688e-05 -0.00073701650149900124 -0.0015438912931809044 0.010749815856004567 0.0015514505040902325 -0.00089344406072675074 0.00076891497849214526 -0.00045594631281502441 -0.0011920314069382369 -0.0025911623820173324 7.8907299535444512e-05 0.00052570176489631572 0.00083346729217925535 7.1737870069322004e-05 -0.0028814445440257736 0.0018022249636661133 -0.0023132974702171519 0.0004161503702254865 -0.0020880517009620814 -0.0003933439436570415 0.00072825020763028628 1.824404653675689e-05 -0.0028081870376177203
leaf_weight=104 85 72 27 121 32 90 61 171 25 41 26 25 104 43 111 122 41 90 49 33 69 264 25 452 30 226 166 37 66 158
leaf_count=104 85 72 27 121 32 90 61 171 25 41 26 25 104 43 111 122 41 90 49 33 69 264 25 452 30 226 166 37 66 158
internal_value=-0.000479947 5.01873e-05 -0.000208773 -0.000448827 0.00012163 0.00108873 0.00433663 5.13634e-05 0.00652482 0.00298137 0.00488525 -0.000632813 0.0008306 8.10801e-05 -0.00163112 -0.00243523 -0.000601882 0.000634614 -0.00117308 -0.00144425 -0.00166604 -0.001912 0.00775862 -0.00258627 -0.000937932 -0.00295702 -0.00232019 0.0044 -0.001 -0.0014
internal_weight=2966 2380 2269 2119 1436 823 201 622 140 150 111 501 172 147 683 375 308 197 613 564 532 499 115 586 134 348 430 109 107 329
internal_count=2966 2380 2269 2119 1436 823 201 622 140 150 111 501 172 147 683 375 308 197 613 564 532 499 115 586 134 348 430 109 107 329
cat_boundaries=0 30 40 63 81 83 84 107 108 110 111 112 113 114 115 116 117 118
cat_threshold=2415919104 8 4 0 2147483648 0 0 2147483648 1 0 0 131076 10304 0 0 0 0 0 4096 0 256 0 0 0 0 32768 68 0 524416 8192 268435456 1 0 10240 0 0 0 8192 0 32 16 2048 0 0 0 0 0 0 0 32768 0 2048 0 0 0 0 0 0 0 8192 2147483648 0 4194304 3 128 1056768 2097156 0 0 0 268566528 65536 0 8224 128 16 0 0 32 4112 128 68160834 32 2 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 16777216 2 0 6148 10 16876832 2 17826144 2 16860448 237568 1049602
is_linear=0
shrinkage=0.04


Tree=63
num_leaves=31
num_cat=7
split_feature=8 11 0 4 6 2 2 9 2 6 3 5 1 2 3 2 6 0 0 1 0 3 2 8 2 1 2 3 3 1
split_gain=2.19052 1.39176 1.0468 0.982622 0.868249 0.825092 0.573102 0.576301 0.442578 0.38516 0.586924 0.499125 0.343043 0.340008 0.331577 0.32661 0.294232 0.412493 0.445209 0.676381 0.269989 0.262109 0.330261 0.206551 0.23742 0.320831 0.251099 0.199017 0.3885 0.166247
threshold=0 1 42.250000000000007 1246835000.0000002 2 42.500000000000007 37.500000000000007 3 647.00000000000011 4 2010.5000000000002 2.5000000000000004 5.5000000000000009 492.00000000000006 2010.5000000000002 7.5000000000000009 5 18.500000000000004 30.500000000000004 5.5000000000000009 7.7500000000000009 2003.5000000000002 65.500000000000014 6 21.500000000000004 5.5000000000000009 403.00000000000006 2010.5000000000002 2020.5000000000002 2.5000000000000004
decision_type=9 9 8 10 9 8 10 9 8 9 8 8 8 10 10 10 9 10 10 10 10 8 8 9 10 10 10 8 8 10
left_child=23 16 3 4 8 6 7 9 14 15 -11 -12 -13 21 -3 -6 -2 20 19 -19 -18 -7 -23 24 25 -1 -26 -9 -29 -24
right_child=1 2 -4 -5 5 13 -8 27 -10 10 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 22 29 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00097830950959534738 -0.002499802216374141 -0.0008366189540871563 -0.00074501765022916874 0.0015246600646745894 0.00092602659250619617 0.0018177049742351399 0.0035488887299901374 0.0009512487989274417 0.0025275475467693544 0.0049160272356282347 0.00046267520059888241 -0.00056912216791427084 0.001326092913771117 0.00022434825668509449 0.00023857749575468775 -0.0012180732222546967 0.001669019115251535 0.0011427060096442212 -0.00028205136047634979 -9.3941594798173036e-05 -0.0010368188965147866 -0.00047643815867763481 0.00023067811103386846 -0.0028225550917050559 -0.0046043972497065962 0.00040550060771706254 -0.0014890516822820203 0.0033129647747151183 0.0005423335885064353 -0.00045937624154560779
leaf_weight=264 120 134 235 47 39 36 30 31 36 32 37 177 40 30 28 75 25 31 176 28 403 68 47 267 167 29 25 27 134 127
leaf_count=264 120 134 235 47 39 36 30 31 36 32 37 177 40 30 28 75 25 31 176 28 403 68 47 267 167 29 25 27 134 127
internal_value=-0.000577055 6.71497e-05 0.000816326 0.00130952 0.00106997 0.00157279 0.00242697 0.00214502 -0.00130144 0.00116788 0.00193939 0.00134902 0.000605504 -0.000103561 -0.00225767 -0.000768001 -0.00127456 -0.000908013 0.000423728 0.0034 -0.00165967 -0.000544804 -0.00102058 -0.00242202 -0.00181452 -0.00112925 -0.00294301 0.00390148 0.00466667 -9.14295e-05
internal_weight=2945 2193 1410 1175 1128 930 622 592 198 400 286 254 217 308 162 114 783 663 235 59 428 278 242 752 485 293 192 192 161 174
internal_count=2945 2193 1410 1175 1128 930 622 592 198 400 286 254 217 308 162 114 783 663 235 59 428 278 242 752 485 293 192 192 161 174
cat_boundaries=0 30 33 34 36 37 38 68
cat_threshold=1342177280 12 4 0 2147483648 1 262144 2147483648 1 0 0 0 10304 1048576 0 4096 0 0 4096 0 256 0 0 8 0 0 4 0 524288 4096 67158048 65536 524289 4 0 6164 192 278 1073741824 4 0 0 2147483648 1 262144 0 0 0 0 0 10240 0 0 4096 0 0 4096 0 0 0 0 0 0 0 0 0 524288 4096
is_linear=0
shrinkage=0.04


Tree=64
num_leaves=31
num_cat=13
split_feature=7 8 9 12 2 12 2 2 7 17 12 3 6 2 2 11 1 2 13 4 9 2 2 2 2 2 12 2 2 2
split_gain=1.76242 1.85073 1.10512 1.3874 1.36908 0.505832 0.413057 0.871989 0.397074 0.674601 0.682685 0.454448 0.442309 0.814111 0.357869 0.326974 0.348948 0.348302 0.314894 0.375214 0.554942 0.524102 0.423951 0.311992 0.299271 0.623283 0.296943 0.351721 0.280126 0.264433
threshold=0 1 2 3 27.500000000000004 4 4.5000000000000009 11.500000000000002 5 6 7 2019.5000000000002 8 100.50000000000001 8.5000000000000018 9 5.5000000000000009 45.500000000000007 10 9330535000.0000019 11 10.500000000000002 5.5000000000000009 10.500000000000002 16.500000000000004 37.500000000000007 12 29.500000000000004 1.0000000180025095e-35 15.500000000000002
decision_type=9 9 9 9 10 9 10 10 9 9 9 8 9 8 10 9 10 8 9 8 9 8 8 10 10 10 9 10 10 10
left_child=28 -2 5 4 6 15 -4 -8 -7 -10 -11 -12 13 14 -13 16 -3 26 -5 -20 22 -22 -21 -24 -23 -26 27 29 -1 -17
right_child=1 2 3 18 -6 8 7 -9 9 10 11 12 -14 -15 -16 17 -18 -19 19 20 21 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00021402719343549011 -0.0021602411907255953 -0.0018927553568223324 0.0014964439005496098 -0.00053026551453803732 0.0030756521062836428 -0.00064085210230203416 -0.0020191678638065039 0.001506563272244536 -0.0011848705655292983 -0.0019927970261770481 -0.00018081170372354454 0.00098516999637847141 0.00020159691118378723 0.0034491097397918585 0.00081695309993187401 0.00025568407223050635 0.00035940074266928865 -0.0011649725509156584 -0.00052748785022143513 -0.0023878002516332553 0.001537477214503235 -0.0015918664922382651 0.0005474016708739936 -6.4429149469932406e-05 0.0013964181531738054 -3.900658949256232e-05 -0.00064164303386451396 0.0018299276664986647 -0.0018489965576750733 -0.0026497473956921336
leaf_weight=36 460 221 46 131 57 186 36 48 170 105 61 31 102 27 59 46 50 174 45 34 32 28 33 75 25 30 123 27 421 35
leaf_count=36 460 221 46 131 57 186 36 48 170 105 61 31 102 27 59 46 50 174 45 34 32 28 33 75 25 30 123 27 421 35
internal_value=-0.000628089 -0.000202553 0.000318358 0.00171157 0.00450505 -0.000299721 0.00244275 0.00075294 0.000420212 0.000954063 0.00186869 0.0028866 0.00383636 0.00540625 0.00395604 -0.00108297 -0.00214184 -0.000336539 0.000423422 0.0011246 0.00175194 0.00365079 -5.22885e-05 0.00117431 0.00223809 0.00392857 0.000672413 0.00208403 -0.00288034 0.000926828
internal_weight=2954 2497 2037 620 187 1417 130 84 741 555 385 280 219 117 90 676 271 405 433 302 257 115 142 108 83 55 231 108 457 81
internal_count=2954 2497 2037 620 187 1417 130 84 741 555 385 280 219 117 90 676 271 405 433 302 257 115 142 108 83 55 231 108 457 81
cat_boundaries=0 18 48 50 51 52 69 70 71 72 75 76 78 79
cat_threshold=16387 16 1073750016 2097668 0 134217728 0 805306368 0 402653216 40960 2097216 268435472 268435456 0 0 0 384 1342177280 2060 4 134217728 0 1 0 2147483648 0 0 0 0 10304 0 0 0 0 0 4096 0 256 0 0 0 0 49152 4 0 0 12288 128 14352 258 16836960 0 0 67108864 0 2 0 0 131072 2048 0 32 128 0 0 0 0 16 11 67305472 136 4 2147484160 524288 4 0 16544 24640
is_linear=0
shrinkage=0.04


Tree=65
num_leaves=31
num_cat=11
split_feature=7 12 13 0 18 0 0 6 12 1 0 0 0 6 7 0 3 0 3 3 17 1 0 0 3 3 6 13 3 3
split_gain=1.80936 1.19027 0.904784 0.819457 0.816244 0.701753 0.704289 0.665024 0.661932 0.592103 1.03132 0.532443 0.513117 0.541822 0.504642 0.493514 0.399065 0.360842 0.354876 0.308296 0.421618 0.302914 0.410067 0.279153 0.24156 0.229226 0.21974 0.185174 0.184745 0.17923
threshold=0 1 2 36.400000000000006 3 40.250000000000007 35.250000000000007 4 5 1.5000000000000002 38.20000000000001 29.500000000000004 42.250000000000007 6 7 40.250000000000007 2001.5000000000002 32.500000000000007 2011.5000000000002 1995.5000000000002 8 1.5000000000000002 18.500000000000004 36.900000000000006 2008.5000000000002 2010.5000000000002 9 10 2020.5000000000002 2004.5000000000002
decision_type=9 9 9 10 9 10 8 9 9 10 10 10 10 9 9 10 10 10 10 8 9 10 10 10 8 8 9 9 8 10
left_child=3 9 12 8 -4 6 -6 23 16 10 -2 -11 13 29 -5 17 21 -13 -9 -19 28 -1 27 -8 -22 -25 -26 -23 -21 -3
right_child=1 2 4 14 5 -7 7 18 -10 11 -12 15 -14 -15 -16 -17 -18 19 -20 20 24 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=0.0012925036816140252 0.0049597230988430059 -0.0019168069515059752 0.0018979807876716977 -0.00076620081597962076 -0.00041334654516673243 -0.00075456346323278468 0.0051566605806800418 0.00099126630845162316 -0.0014112964749142748 -0.002694043258137211 -0.00085079409704881027 0.0011677431457220524 -0.0014153765375592552 0.0011256787318426366 -0.0020552183986514865 -0.002149115889609342 -0.0034808056695216881 0.0038221368068707541 0.0021949021724407044 -0.0044600684114646898 4.0929287407676794e-05 7.2341853999294815e-05 0.00061237536475716302 0.00021349678594191214 -4.9737355594385509e-05 -0.00025282245882865182 -0.0018268834572400499 -6.9453318199378522e-05 0.00040792502884412588 -9.9219646866072561e-05
leaf_weight=27 44 83 72 106 76 62 28 122 250 167 59 28 66 147 433 158 32 31 29 30 43 108 82 29 100 63 189 130 109 32
leaf_count=27 44 83 72 106 76 62 28 122 250 167 59 28 66 147 433 158 32 31 29 30 43 108 82 29 100 63 189 130 109 32
internal_value=-0.0005109 0.000299212 0.00141951 -0.0017235 0.00251219 0.00186341 0.00256322 0.0035147 -0.000755557 -0.00065222 0.00219231 -0.00100467 -0.00021239 0.000577946 -0.00288148 -0.000510886 0.000317948 7.53286e-05 0.00516049 -0.000174951 -0.000432204 0.000724137 0.000373831 0.00091603 -0.00118951 -8.60224e-05 -0.00164138 -0.00046862 0.00136 -0.00142857
internal_weight=2935 1767 809 1168 481 409 347 271 629 958 103 855 328 262 539 688 379 530 151 502 471 347 320 120 332 92 289 238 139 115
internal_count=2935 1767 809 1168 481 409 347 271 629 958 103 855 328 262 539 688 379 530 151 502 471 347 320 120 332 92 289 238 139 115
cat_boundaries=0 18 20 21 22 23 25 26 35 36 37 38
cat_threshold=1 32 1074012160 524804 524288 134225984 131072 805437440 33556480 402653216 8224 0 268435472 268435456 0 0 4112 512 124000 32 12 4 84 158018 32 276 0 0 1073741824 524292 0 0 0 0 2048 9 196 12
is_linear=0
shrinkage=0.04


Tree=66
num_leaves=31
num_cat=8
split_feature=8 7 0 4 2 8 11 1 3 2 4 0 0 0 11 4 8 9 2 2 6 3 2 2 2 3 2 2 2 5
split_gain=2.26275 1.54862 1.02233 1.29424 1.41675 1.01749 0.690422 0.811983 0.61349 0.573346 0.581534 0.739692 0.534019 0.352418 0.61075 0.378823 0.384437 0.437128 0.642067 0.399807 0.387412 0.422648 0.3732 0.67136 0.281648 0.275224 0.214874 0.355966 0.226934 0.201811
threshold=0 1 43.675000000000004 86.000000000000014 9.5000000000000018 2 3 1.5000000000000002 1980.5000000000002 172.50000000000003 73462200.000000015 35.600000000000009 16.750000000000004 18.500000000000004 4 2350.0000000000005 5 6 21.500000000000004 19.500000000000004 7 2013.5000000000002 24.500000000000004 49.500000000000007 7550.0000000000009 2004.5000000000002 26.500000000000004 15.500000000000002 65.500000000000014 3.5000000000000004
decision_type=9 9 10 10 10 9 9 10 10 10 10 10 10 10 9 10 9 9 8 10 9 10 10 10 8 10 8 10 10 8
left_child=12 2 3 4 -2 25 24 9 -6 10 11 -8 -1 -9 22 16 19 18 -18 -16 -19 26 -15 -24 -7 -3 27 -22 -28 -14
right_child=1 5 -4 -5 8 6 7 13 -10 -11 -12 -13 29 14 15 -17 17 20 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00021099912892475769 -0.0027341437553170655 0.00052037578188315772 -0.00070786153966474665 0.010349699770122315 0.00020912029864138777 -0.00085858929615172249 0.0034376212672431799 -0.00067294275155258725 0.0023726005742165006 0.0013002915309435739 -0.0026928427543918853 -5.595904033742706e-05 -0.0017962717677548999 4.068201760436631e-05 1.0895783747799507e-05 -0.0016331976448824888 0.0013945928179590608 -0.00056968104128437083 -0.00048205789330511763 0.0030224083049779612 -5.8377133727615902e-05 0.0020809463050135181 0.0031095340486643093 0.0001609408010002287 -0.0001403729999897791 0.0022100771127944391 -0.0021478836940759345 0.00076859959486345669 -0.00012910149381302816 -0.0026220154514771015
leaf_weight=40 42 79 50 35 53 152 43 490 45 26 35 51 142 39 81 77 94 423 55 43 85 25 25 36 65 28 37 26 35 453
leaf_count=40 42 79 50 35 53 152 43 490 45 26 35 51 142 39 81 77 94 423 55 43 85 25 25 36 65 28 37 26 35 453
internal_value=-0.000357266 0.00023622 0.00330508 0.00488636 0.00312057 -0.000116449 -0.000333675 -5.98743e-05 0.00573737 0.00269231 0.00156923 0.0032 -0.00244582 -0.000333334 7.02393e-05 -0.000245969 -1.76805e-05 -0.000353983 0.001525 0.00195555 -0.0008162 0.000584474 0.00288288 0.00509677 -0.00240351 0.00349152 -6.52183e-05 0.00103571 -0.00175343 -0.00278524
internal_weight=2910 2275 225 175 140 2050 1943 1726 98 155 129 94 635 1571 1081 981 904 780 149 124 631 208 100 61 217 107 183 111 72 595
internal_count=2910 2275 225 175 140 2050 1943 1726 98 155 129 94 635 1571 1081 981 904 780 149 124 631 208 100 61 217 107 183 111 72 595
cat_boundaries=0 30 47 76 79 81 108 110 111
cat_threshold=1342177280 12 4 134217728 65536 0 262144 2147483648 1 0 0 131072 2112 1048576 0 0 0 0 33558528 0 2147483904 0 0 0 0 32768 4 0 0 8192 268435458 1 0 2048 32 0 0 8192 2048 0 0 0 0 0 0 0 1073745920 16 0 0 0 0 1 0 0 0 32768 0 2048 0 1024 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 524288 16384 2147549184 524288 32 512 0 0 0 0 2147483648 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 0 0 16777216 0 0 0 64 0 36 142
is_linear=0
shrinkage=0.04


Tree=67
num_leaves=31
num_cat=9
split_feature=8 12 3 11 2 4 2 8 16 16 8 2 4 4 2 2 2 2 3 3 2 2 1 3 12 2 3 2 5 16
split_gain=1.74249 1.00073 1.06711 0.698587 0.915083 0.688383 0.656087 0.544601 0.548347 0.517789 0.45341 1.15505 0.437405 0.595255 0.436567 0.798683 0.385712 0.352796 0.313678 0.311007 0.284582 0.464383 0.263895 0.257002 0.329474 0.340277 0.298728 0.240622 0.198689 0.392264
threshold=0 1 2002.5000000000002 2 78.500000000000014 16472860000.000002 2.5000000000000004 3 4 5 6 321.00000000000006 1246835000.0000002 9300.0000000000018 8.5000000000000018 23.500000000000004 11.500000000000002 14.500000000000002 1993.5000000000002 2018.5000000000002 95.500000000000014 28.500000000000004 3.5000000000000004 2011.5000000000002 7 144.50000000000003 2016.5000000000002 301.00000000000006 1.0000000180025095e-35 8
decision_type=9 9 8 9 8 8 8 9 1 1 9 8 10 10 10 10 10 10 10 10 8 10 8 10 9 10 10 8 10 1
left_child=16 2 18 4 -3 12 -7 20 23 27 11 -4 13 14 -5 -16 28 -14 -2 22 21 -8 -12 24 -9 -26 -25 -6 29 -1
right_child=1 3 10 5 9 6 7 8 -10 -11 19 -13 17 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0040269250785250708 1.2324107619936311e-05 -0.00064009561556121043 -0.0023856218067159337 -7.7661720693651757e-05 -0.00074835955367399812 0.0011293658682142522 0.0011969904977370729 0.00037992734032057165 -0.00074324765191668605 0.00021740656052255904 0.00067555987803600333 0.0019068346547856502 0.0032516367208109552 -0.0011354190639290529 0.0049381776064680088 0.00025907051195146448 -0.0025779047412311414 0.0012838428847423867 0.0040241118660713756 0.00058775832323538124 0.0034825707025975452 -7.6492260983121723e-06 -0.0015300291647100998 0.0044643364234320327 -0.00018631274249681832 0.00044196208551969463 4.6085164025981501e-05 0.00062223650452745776 6.6556834641172912e-05 0.00031232569655791092
leaf_weight=107 25 330 85 31 27 52 32 129 67 34 49 25 27 30 30 36 453 25 33 33 25 53 629 28 324 25 51 74 53 42
leaf_count=107 25 330 85 31 27 52 32 129 67 34 49 25 27 30 30 36 453 25 33 33 25 53 629 28 324 25 51 74 53 42
internal_value=-0.000450591 7.06887e-05 -0.000984271 0.00072172 -0.000546219 0.00133197 0.000833544 0.000522448 3.77943e-05 0.00220588 -0.0013674 0.000991735 0.00357778 0.00228125 0.00379592 0.00561194 -0.00225225 0.00664151 0.00420339 -0.00172299 0.00297521 0.00209302 -0.00193225 0.000451612 0.000100208 -0.000544445 0.00255 0.000745097 -0.000827587 -0.00157333
internal_weight=2964 2309 879 1430 465 965 786 734 624 135 821 110 179 127 97 66 655 52 58 711 110 85 678 557 478 349 79 101 202 149
internal_count=2964 2309 879 1430 465 965 786 734 624 135 821 110 179 127 97 66 655 52 58 711 110 85 678 557 478 349 79 101 202 149
cat_boundaries=0 30 31 34 57 58 59 85 87 88
cat_threshold=1342177280 8 4 0 2147483648 0 262144 2147483648 1 0 0 131072 2112 0 0 0 0 0 4096 0 384 0 0 8 0 0 4 0 128 8192 84075552 16416 1024 524288 0 4 0 0 0 1 0 0 0 0 0 2048 0 512 0 0 0 0 0 0 0 0 16777216 2 2 0 2048 0 0 0 0 0 0 0 0 0 2052 0 0 0 4096 0 0 0 0 0 0 4194304 0 0 16384 1048640 32 2
is_linear=0
shrinkage=0.04


Tree=68
num_leaves=31
num_cat=8
split_feature=11 2 9 3 3 12 3 2 4 2 1 4 4 6 11 6 12 2 2 4 2 2 2 2 2 2 2 2 16 2
split_gain=0.97719 0.604893 0.606283 0.530922 0.495793 0.480245 0.806688 0.482098 0.565696 0.415519 1.06632 0.53218 0.408829 0.382518 0.356501 0.638772 0.353566 0.307324 0.395002 0.306915 0.297276 0.275212 0.346584 0.247725 0.377407 0.303554 0.242095 0.242428 0.241685 0.271803
threshold=0 321.00000000000006 1 1991.5000000000002 2010.5000000000002 2 2018.5000000000002 78.500000000000014 8.0000000000000018 4.5000000000000009 5.5000000000000009 642496500.00000012 55828770000.000008 3 4 5 6 24.500000000000004 10.500000000000002 7085990000.000001 24.500000000000004 12.500000000000002 24.500000000000004 24.500000000000004 39.500000000000007 11.500000000000002 80.500000000000014 66.500000000000014 7 49.500000000000007
decision_type=9 10 9 10 10 9 10 10 10 8 10 8 8 9 9 9 9 10 8 10 10 8 8 10 10 10 10 10 1 10
left_child=16 2 4 12 21 7 13 9 -9 10 -4 -11 -3 20 -13 -16 17 18 -1 26 -7 -2 -23 25 -25 -17 27 28 -15 -30
right_child=1 3 5 -5 -6 6 -8 8 -10 11 -12 14 -14 19 15 23 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0017275616297629725 -0.00066571109483381965 0.0017709060173858285 -0.0013159990569953321 -0.0030488061973213236 0.0026847193207742309 -0.0005088489773386486 0.00064966837853712835 0.00048607100995331321 -0.00098853178685246118 -0.0026995973979063027 0.00029534743861917777 -0.00072786126718241573 0.00012677780268686593 -0.0014849525723490428 0.00059190402050270693 -0.00011160607374491309 -0.0019395185686141919 -0.0023415415009367183 0.00082626046894563785 7.8880383732995266e-05 0.00015338277563819346 0.0011648385136992403 8.2650797853163184e-07 0.00028901320437829279 -4.948814419535097e-05 -0.0030942699521960227 -0.003044706151324874 7.8609637909902275e-05 -0.00019683029335660208 -0.0038956176610727778
leaf_weight=35 64 25 114 34 42 155 38 107 31 97 39 329 51 348 106 128 295 60 33 25 55 41 69 62 82 76 100 38 219 45
leaf_count=35 64 25 114 34 42 155 38 107 31 97 39 329 51 348 106 128 295 60 33 25 55 41 69 62 82 76 100 38 219 45
internal_value=-0.000669838 -0.000363494 -0.00049772 0.00252252 0.00148018 -0.0006966 -0.00132689 -0.000138749 0.00207194 -0.000437138 0.00148052 -0.000771851 0.00436364 -0.00156187 -0.00042347 0.000309676 -0.00242396 -0.000517986 0.00127536 -0.00195929 -9.06206e-10 0.000594285 0.0018018 -0.00053482 0.00071724 -0.0014439 -0.00213049 -0.00184332 -0.00203589 -0.00111698
internal_weight=2943 2520 2410 110 216 2194 1023 1171 138 1033 153 880 76 985 783 454 423 128 68 775 210 174 110 348 144 204 750 650 612 264
internal_count=2943 2520 2410 110 216 2194 1023 1171 138 1033 153 880 76 985 783 454 423 128 68 775 210 174 110 348 144 204 750 650 612 264
cat_boundaries=0 3 5 7 8 9 10 11 12
cat_threshold=2147532802 590880 4097 1073872896 160 1198146 32 82 4 384 172034 2
is_linear=0
shrinkage=0.04


Tree=69
num_leaves=31
num_cat=10
split_feature=8 7 9 2 9 8 17 9 7 11 3 2 2 2 2 2 2 5 2 2 2 2 2 5 3 6 2 2 2 2
split_gain=1.84384 1.5458 0.615803 1.08205 0.541625 0.64409 0.480545 0.455299 0.372324 0.36385 0.340312 0.334911 1.16342 0.356569 0.333314 0.42444 0.358146 0.33073 0.319141 0.315963 0.303051 0.261239 0.227521 0.281543 0.224371 0.167767 0.293146 0.284694 0.216144 0.186583
threshold=0 1 2 19.500000000000004 3 4 5 6 7 8 1977.5000000000002 29.500000000000004 51.500000000000007 129.50000000000003 50.500000000000007 29.500000000000004 104.50000000000001 3.5000000000000004 1.5000000000000002 20.500000000000004 7.5000000000000009 7.5000000000000009 103.50000000000001 1.5000000000000002 2016.5000000000002 9 39.500000000000007 25.500000000000004 9.5000000000000018 69.500000000000014
decision_type=9 9 9 10 9 9 9 9 9 9 10 10 10 10 8 10 10 8 10 8 10 10 8 10 8 9 10 10 8 10
left_child=17 2 9 -4 18 24 -7 8 14 10 -2 21 -13 -14 15 20 -16 19 -3 -1 -8 -11 23 -10 -6 27 -27 28 -9 -28
right_child=1 4 3 -5 5 6 7 25 22 11 -12 12 13 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=6.0345573457469999e-05 9.2497951420160638e-05 -0.00041562819802673555 0.00039749578496570869 0.0019485402012584575 0.0009685026340645411 -0.0014088435356672247 0.00025966968509003312 0.00036175866564237271 -0.00040323017176459991 0.00037259175505998358 -0.0036339911741790076 0.00068913132180312305 -0.0028070568061008784 0.001352143258228499 -0.0034373166717963158 0.00070439592067025826 4.6201190811279917e-05 -0.0028146763838992096 -0.0026390766479816108 -0.0021379022884318931 -0.0035036734063013074 -0.0011453726209881005 -0.0014192321329166515 0.0015025317911505531 0.00012281387422684938 -2.0147776636108006e-05 0.00020442309248033959 -0.0011665425811962873 0.00091821261081731389 0.00017677740550305066
leaf_weight=99 84 68 56 59 25 124 25 32 614 32 35 30 44 46 39 49 26 406 108 58 60 66 143 28 185 238 25 28 47 33
leaf_count=99 84 68 56 59 25 124 25 32 614 32 35 30 44 46 39 49 26 406 108 58 60 66 143 28 185 238 25 28 47 33
internal_value=-0.000428425 6.94906e-05 0.00214255 0.00460317 -0.000433963 -0.000210163 -0.000501972 -0.00027754 -0.000739699 0.00118391 -0.000584616 0.002131 0.00363636 0.00131868 0.000780951 0.00195555 -0.00151515 -0.00245993 -0.00248128 -0.00093671 0.000232557 0.000484848 -0.00113065 -0.000821152 0.00180995 0.000840579 0.000312703 0.00213559 0.00355 0.00284746
internal_weight=2912 2349 452 115 1897 1721 1511 1387 984 337 119 218 120 90 199 134 65 563 176 157 85 98 785 642 210 403 296 107 79 58
internal_count=2912 2349 452 115 1897 1721 1511 1387 984 337 119 218 120 90 199 134 65 563 176 157 85 98 785 642 210 403 296 107 79 58
cat_boundaries=0 30 47 49 51 80 81 83 100 102 103
cat_threshold=1342177280 8 4 0 0 0 262144 0 1 0 0 131076 2112 0 0 0 0 0 4096 0 256 0 0 0 0 16384 4 0 0 8192 0 129 605028352 2105344 0 64 0 8192 33622016 48 0 256 0 0 0 0 128 0 6164 129 8192 16 0 0 0 0 1 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 2147483648 524288 4194304 0 0 0 64 0 524288 18 0 6176 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 16 32 1536 144
is_linear=0
shrinkage=0.04


Tree=70
num_leaves=31
num_cat=9
split_feature=7 0 11 0 7 0 12 1 2 2 4 12 6 2 12 2 2 6 3 2 3 4 2 0 7 2 3 2 2 2
split_gain=1.67958 0.952996 0.888612 0.885591 1.09433 0.579501 0.541078 0.999585 0.810385 0.748858 0.671904 0.512944 0.719794 0.498828 0.498003 0.45379 0.400873 0.354025 0.321109 0.305748 0.300829 0.331656 0.372214 0.287514 0.272946 0.322524 0.271304 0.26029 0.514144 0.202666
threshold=0 22.250000000000004 1 40.675000000000004 2 12.250000000000002 3 5.5000000000000009 10.500000000000002 5.5000000000000009 7049.5000000000009 4 5 13.500000000000002 6 403.00000000000006 2.5000000000000004 7 2001.5000000000002 22.500000000000004 2014.5000000000002 22.000000000000004 10.500000000000002 35.250000000000007 8 12.500000000000002 2011.5000000000002 99.000000000000014 20.500000000000004 42.500000000000007
decision_type=9 10 9 8 9 10 9 8 8 10 8 9 9 10 9 8 10 9 10 10 8 10 10 10 9 8 8 10 10 8
left_child=1 14 17 4 18 -6 9 10 -9 -7 13 26 29 -8 -1 -10 -5 19 -4 -2 -11 22 -22 -24 25 -3 -12 28 -25 -13
right_child=2 24 3 16 5 6 7 8 15 20 11 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0002534190517121677 -0.0055760498852955864 9.999644877136753e-05 0.00043829409427456633 6.5267618572828183e-05 0.020998374780671077 -0.0017673509275773884 1.4815092523533932e-05 0.0017718100713963985 -0.00020669571136036448 -0.0023568555899970457 -0.00041083273863743922 0.0015285958490924767 -0.0010538064417907145 0.0041724792502618388 -0.00076516351961443906 0.0010123296027132135 -0.0027346944532213621 -0.002264679374031197 0.0010260273856130201 0.00018984792492150832 -0.0040649326868211341 -0.0012031654656603568 -0.001850059160961654 0.0017239963477346351 -0.0020901598928298013 -0.00019537627800405051 0.00094203731852737327 0.0041785498031868366 -5.2671694277577741e-05 -0.00027991805523033104
leaf_weight=129 37 52 77 58 26 115 40 43 47 84 28 71 257 34 358 49 207 139 31 63 36 52 27 57 423 197 92 29 47 34
leaf_count=129 37 52 77 58 26 115 40 43 47 84 28 71 257 34 358 49 207 139 31 63 36 52 27 57 423 197 92 29 47 34
internal_value=-0.000461225 -0.00163761 0.000312674 0.000667525 0.00110885 0.000719253 0.000587926 0.00127479 0.00431428 -0.000497818 0.000531417 -1.65641e-05 -0.000772119 0.00405333 -0.00030328 0.0022268 -0.00142857 -0.001904 0.00477311 -8.59166e-10 0.000456456 0.00115663 0.00190863 0.00273292 -0.00262704 -0.00136923 0.0021374 0.00349254 0.00251428 0.00189655
internal_weight=2939 1159 1780 1541 1276 1168 1142 695 139 447 556 482 362 74 487 96 265 239 108 100 332 248 196 160 672 249 120 133 104 105
internal_count=2939 1159 1780 1541 1276 1168 1142 695 139 447 556 482 362 74 487 96 265 239 108 100 332 248 196 160 672 249 120 133 104 105
cat_boundaries=0 18 21 38 40 41 42 43 44 61
cat_threshold=268582915 0 1174413312 4 2 134217792 131072 805437440 0 134217744 40960 2097280 8388608 268435456 0 0 4112 33024 16416 1048608 1 0 129 537919488 0 0 0 0 0 0 0 0 0 0 0 0 0 1073741952 50272 34 1245184 26 18530 136 268435459 0 67108864 4 0 134217728 0 0 0 0 0 0 0 268435456 0 0 4112
is_linear=0
shrinkage=0.04


Tree=71
num_leaves=31
num_cat=8
split_feature=8 7 12 0 2 7 6 2 4 0 2 0 2 1 6 2 12 2 11 0 2 2 2 2 2 0 2 0 2 1
split_gain=1.69569 1.16764 1.23485 0.767435 0.862258 0.957354 0.700034 0.912673 0.654665 0.616653 0.597858 0.561853 0.52869 0.379603 0.363332 0.337424 0.330827 0.952938 0.329744 0.564393 0.387725 0.329419 0.32662 0.628186 0.292938 0.47655 0.29209 0.25606 0.474298 0.283751
threshold=0 1 2 42.250000000000007 9.5000000000000018 3 4 35.500000000000007 950.00000000000011 32.500000000000007 74.500000000000014 24.500000000000004 10.500000000000002 5.5000000000000009 5 272.00000000000006 6 8.5000000000000018 7 30.500000000000004 47.500000000000007 95.500000000000014 11.500000000000002 24.500000000000004 39.500000000000007 23.500000000000004 1.5000000000000002 35.850000000000009 33.500000000000007 5.5000000000000009
decision_type=9 9 9 10 8 9 9 8 10 10 10 8 10 8 9 10 9 10 9 10 8 8 8 10 10 10 10 10 8 8
left_child=9 16 14 4 13 21 7 -7 -5 12 11 -8 -1 -4 22 -12 17 26 -16 20 -20 -6 -3 -24 -19 -26 -2 -13 29 -29
right_child=1 2 3 8 5 6 10 -9 -10 -11 15 27 -14 -15 18 -17 -18 24 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0013998312795833021 0.00015290231593112984 0.00079820328948488424 -0.00083371051032894814 -0.0005589290421320317 -0.0012769391244580226 -0.00017822060871559525 0.00011031034100974938 0.0022999349695238874 0.00016662479222043146 -0.0020856140094491463 -0.00088132769736658841 0.0067616473314880401 -0.0010296540544876566 0.0029545729919782855 -0.00093021045416867966 0.0011140886483286207 -0.0010252444314424432 -0.0038250933777253405 -1.074522792999209e-05 0.00046805685060010246 -0.0027423965698479048 2.8987794883184568e-05 -0.0026963865699344671 0.00085965872517489606 0.00010858889300961607 -0.00053459257104873474 0.0005537046690709934 0.0014007704174259369 0.0043097599192958571 -3.8422034949363444e-05
leaf_weight=47 57 41 141 113 65 71 32 46 49 454 44 37 146 36 327 25 271 118 119 160 58 36 33 50 64 62 30 113 61 25
leaf_count=47 57 41 141 113 65 71 32 46 49 454 44 37 146 36 327 25 271 118 119 160 58 36 33 50 64 62 30 113 61 25
internal_value=-0.000137791 0.00037647 0.000916715 0.00192707 0.00249932 0.00327338 0.0040086 0.00103125 -0.000539878 -0.00192705 0.00497701 0.00597769 -6.18566e-05 6.74148e-05 -0.000240301 0.00177143 -0.00112235 -0.000245615 -0.000616297 0.000264367 -0.0012809 -0.000392858 0.00165926 0.000333332 -0.00153469 -0.000188977 0.00331818 0.00664979 0.00602 0.00466187
internal_weight=2931 2284 1682 894 732 555 454 117 162 647 337 268 193 177 788 69 602 331 664 337 177 101 124 83 244 126 87 236 199 138
internal_count=2931 2284 1682 894 732 555 454 117 162 647 337 268 193 177 788 69 602 331 664 337 177 101 124 83 244 126 87 236 199 138
cat_boundaries=0 30 48 50 67 68 69 71 74
cat_threshold=1342177280 12 4 0 2147483648 0 0 0 1 0 0 33685508 2112 0 0 0 0 0 4096 0 384 0 0 8 0 0 0 0 524288 12288 0 0 1140858880 2621444 32 134217792 33554432 268566528 33554432 32 8192 0 16 0 67108864 32 4096 128 93280 32 0 0 0 0 0 0 131072 0 0 0 0 128 0 0 0 0 16 68 18 141634 32 49156 0 524288
is_linear=0
shrinkage=0.04


Tree=72
num_leaves=31
num_cat=12
split_feature=8 7 0 12 9 0 0 0 9 8 17 3 3 12 3 1 0 7 0 0 3 12 5 12 0 0 18 1 3 0
split_gain=2.70396 1.48281 1.10381 1.02748 0.76479 1.14336 0.902706 0.556721 0.475651 0.427279 0.419155 0.403539 0.655864 0.395751 0.362416 0.337404 0.279519 0.354929 0.351065 0.731941 0.254847 0.194776 0.431863 0.184825 0.242546 0.163785 0.134437 0.115497 0.112342 0.135406
threshold=0 1 42.250000000000007 2 3 29.500000000000004 35.600000000000009 38.20000000000001 4 5 6 2006.5000000000002 2018.5000000000002 7 1995.5000000000002 5.5000000000000009 14.500000000000002 8 29.500000000000004 18.500000000000004 1958.5000000000002 9 3.5000000000000004 10 45.425000000000004 15.500000000000002 11 5.5000000000000009 1994.5000000000002 38.57500000000001
decision_type=9 9 8 9 9 10 10 10 9 9 9 10 10 9 10 8 10 9 10 10 10 9 8 9 8 10 9 10 10 10
left_child=21 13 3 8 7 25 -7 -5 9 -3 -8 14 -13 -2 -12 -10 -15 -18 19 27 23 22 -1 -4 26 -6 -25 -19 29 -11
right_child=1 2 20 4 5 6 10 -9 15 28 11 12 -14 16 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012817638876864326 -0.0010564777252153809 0.00024619987262694917 3.5169032157216202e-05 0.00085614726654249297 -0.00061150257385415992 0.0089978583340346672 0.00022159263981854052 -0.00085762575162376886 0.00020400623669261528 -0.00015466011039747018 0.0018085294221579068 0.0033810296715104065 0.00011518766156042288 -0.0024852797102656371 0.00024010118836234961 0.0047463980815204629 0.00018510259910101224 -0.0029453681821913803 -0.00053352010692208111 0.00087758452377229294 -0.0025091863538321845 -0.0023114456742618708 -0.0036029685834530279 5.9648438815181487e-05 -0.0039946277475919976 -0.0035022658414842413 -0.00055822732819926562 0.00017380232024814262 2.7580984167274726e-06 -0.0016005797269337549
leaf_weight=26 393 116 103 25 49 29 109 134 119 67 189 45 31 47 58 38 111 83 105 26 46 556 74 60 49 25 30 30 59 144
leaf_count=26 393 116 103 25 49 29 109 134 119 67 189 45 31 47 58 38 111 83 105 26 46 556 74 60 49 25 30 30 59 144
internal_value=-0.000370844 0.000274559 0.0010026 0.00152827 0.0025305 0.00326007 0.00406061 2.35285e-05 0.000194945 -0.000564233 0.00358429 0.00427545 0.00696104 -0.00111663 0.00359677 0.00197619 -0.000213076 0.000168538 -0.000690197 0.000599999 -0.00121799 -0.00261469 -0.000720722 -0.000691359 -0.00157333 -0.00128 -0.000439561 -0.000807018 -0.00142349 -0.00190566
internal_weight=2976 2320 1525 1237 694 535 461 159 543 386 432 323 76 795 247 157 402 355 244 139 288 656 100 242 139 74 90 113 270 211
internal_count=2976 2320 1525 1237 694 535 461 159 543 386 432 323 76 795 247 157 402 355 244 139 288 656 100 242 139 74 90 113 270 211
cat_boundaries=0 30 48 50 52 54 77 78 80 97 98 100 101
cat_threshold=3489660928 12 4 0 0 0 262144 0 1 0 0 33685504 2112 0 0 0 0 0 33558528 0 2147483904 0 0 8 0 49152 4 0 128 12288 131072 0 1140858880 4 0 134217792 0 268566528 33619968 0 8224 128 16 0 67108864 0 4112 384 216352 32 0 24580 0 6288 0 0 0 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 10 83895362 32 0 0 67108864 0 0 0 0 0 65536 0 0 128 0 0 0 0 16 67158016 65538 32 4
is_linear=0
shrinkage=0.04


Tree=73
num_leaves=31
num_cat=15
split_feature=8 12 7 6 2 2 2 8 12 2 7 2 12 2 2 2 2 9 6 2 2 6 9 2 6 2 13 2 2 13
split_gain=1.58538 1.13964 0.819 0.707146 2.01468 0.689996 0.780829 0.5632 0.496175 0.905815 0.46234 0.382902 0.347072 0.435941 0.337045 0.305426 0.82215 0.300435 0.587744 0.3772 0.569898 0.316554 0.295943 0.421761 0.284393 0.280438 0.278781 0.28664 0.264434 0.25191
threshold=0 1 2 3 3.5000000000000004 28.500000000000004 22.500000000000004 4 5 108.50000000000001 6 4.5000000000000009 7 7.5000000000000009 492.00000000000006 18.500000000000004 26.500000000000004 8 9 19.500000000000004 35.500000000000007 10 11 79.500000000000014 12 9.5000000000000018 13 66.500000000000014 60.500000000000007 14
decision_type=9 9 9 9 8 10 8 9 9 10 9 10 9 10 8 8 10 9 9 10 10 9 9 10 9 8 9 10 8 9
left_child=8 2 15 4 -4 6 -6 14 9 -1 -9 -12 13 -13 -3 -2 -17 21 -19 -20 -21 -14 25 -24 -15 -5 -23 -28 -27 -26
right_child=1 7 3 22 5 -7 -8 10 -10 -11 11 12 17 24 -16 16 -18 18 19 20 -22 26 23 -25 29 28 27 -29 -30 -31
leaf_value=-0.0020105375233986432 0.0011157967965651561 -1.6548607510606709e-05 0.0016307791525455295 -0.00064398103208317982 0.00010387117172431556 -0.0013101876644858439 0.0035664376570750493 -0.0020995956197664076 -0.0020144689504962353 0.0010353186233128875 -0.0013056614262518828 0.00050152261719858793 0.00066676720740216637 -0.0012065380927860862 0.00026889109674414275 -0.0039153163124028599 0.0011125575000506733 -0.00040521911018833178 0.000248362820775773 0.0040366230589229495 0.00013632864666507583 -0.00089045362106266227 -0.0003029527060920706 0.0003345713305731887 -0.0025530341395170052 0.00025127911398259423 -0.00093735510386891029 0.00020049228740118269 -0.0005325646894410596 0.00011898791183044129
leaf_weight=96 50 63 25 33 109 83 27 100 539 25 238 25 108 118 44 27 37 113 70 33 40 133 260 49 120 51 103 39 31 118
leaf_count=96 50 63 25 33 109 83 27 100 539 25 238 25 108 118 44 27 37 113 70 33 40 133 260 49 120 51 103 39 31 118
internal_value=-0.000381019 0.000129317 0.00135183 0.000777613 0.00244706 0.00129091 0.0030365 -0.000528456 -0.00208644 0.000272726 -0.000753836 -0.000529552 -0.000195887 -0.00113265 0.00213559 0.004352 0.00283077 0.000375384 0.00140824 0.00303896 0.00524324 -0.000335026 -0.000220691 -0.000862501 -0.00152381 0.00142857 -0.00104895 0.000209149 0.00279518 -0.000610443
internal_weight=2907 2247 782 668 244 219 136 1465 660 121 1358 1258 1020 381 107 114 64 639 256 143 73 383 424 309 356 115 275 142 82 238
internal_count=2907 2247 782 668 244 219 136 1465 660 121 1358 1258 1020 381 107 114 64 639 256 143 73 383 424 309 356 115 275 142 82 238
cat_boundaries=0 30 32 39 40 70 71 88 89 91 92 93 95 96 97 98
cat_threshold=1342177280 8 4 0 0 0 262144 2147483648 1 0 0 131072 2112 1048576 0 0 0 0 33558528 8192 256 0 4194304 8 0 16384 68 0 128 8192 1048578 34 2 128 1048576 2048 2 0 131072 448 0 2048 0 0 0 0 0 0 0 0 0 2048 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 524288 4096 67143680 0 128 0 4 0 134217728 0 0 0 0 0 0 0 0 0 0 4096 92160 0 10256 326 326 0 28676 134 2 12
is_linear=0
shrinkage=0.04


Tree=74
num_leaves=31
num_cat=8
split_feature=8 8 4 0 7 0 10 12 2 2 0 8 6 2 2 0 12 2 2 2 2 4 2 3 0 5 5 0 2 0
split_gain=1.77278 1.31173 1.06443 1.07459 1.05891 0.934883 0.55202 0.711089 0.521476 0.51273 0.498635 0.467671 0.637621 0.675872 0.428084 0.543883 0.503663 0.65589 0.394895 0.391846 0.377749 0.363898 0.314083 0.284307 0.39518 0.451625 0.265447 0.242804 0.22596 0.214842
threshold=0 1 18214475000.000004 45.425000000000004 2 42.250000000000007 3 4 15.500000000000002 37.500000000000007 16.750000000000004 5 6 26.500000000000004 33.500000000000007 44.07500000000001 7 54.500000000000007 101.50000000000001 669.50000000000011 39.500000000000007 3890.0000000000005 45.500000000000007 2007.5000000000002 35.250000000000007 10.500000000000002 2.5000000000000004 32.500000000000007 4.5000000000000009 36.400000000000006
decision_type=9 9 10 10 9 10 9 9 10 10 10 9 9 8 8 10 9 10 10 8 10 8 10 8 10 8 8 8 10 8
left_child=10 2 3 8 5 19 29 11 28 -10 -1 26 13 -13 15 21 17 20 22 23 -16 -14 -18 -3 -25 -26 -8 -19 -2 -6
right_child=1 4 -4 -5 6 -7 7 -9 9 -11 -12 12 14 -15 16 -17 18 27 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00059379532528376427 0.0021286569216867586 0.0012796581407249555 -0.0019304410339549042 -0.0020992982555337178 -1.205451582962834e-05 -0.0033341475774337011 0.00060163637909332825 -0.0004101387520669043 0.0024525990706263114 0.00035555296134153164 -0.0021422499977480948 0.0022392917729364683 0.00081206095730533068 -0.00012678889379832704 0.001261298126991321 0.00037816504193901972 0.00026624691165297597 0.00012397904978768645 0.00038774261221242377 -0.00077875433388789291 0.0014254494367945819 -0.00030503562311809791 -0.00053906240594145058 -0.00011753457803908246 0.0024208238047726577 0.00073665659921155291 -0.0031213336805876613 -0.00024409378772101227 0.00027330132020466816 -0.0017353734935985638
leaf_weight=32 36 38 27 28 53 30 28 910 25 41 420 80 42 43 47 26 68 26 44 26 29 314 59 33 27 64 96 44 37 151
leaf_count=32 36 38 27 28 53 30 28 910 25 41 420 80 42 43 47 26 68 26 44 26 29 314 59 33 27 64 96 44 37 151
internal_value=-0.000251625 0.000173982 0.00323902 0.00459524 -0.000101355 0.00248035 -0.000386288 -0.000162829 0.00602857 0.00859701 -0.00252268 0.00060188 0.000950779 0.00349254 0.000456337 -0.000438643 0.00154717 0.00315923 -2.19789e-05 0.00364021 0.00592208 -0.000851542 -0.00115625 0.0043681 0.003392 0.00473913 -0.0016 0.000563379 0.00362162 -0.00230698
internal_weight=2924 2472 194 167 2278 218 2060 1856 139 66 452 946 822 123 699 382 317 146 171 188 76 356 127 162 124 91 124 70 73 204
internal_count=2924 2472 194 167 2278 218 2060 1856 139 66 452 946 822 123 699 382 317 146 171 188 76 356 127 162 124 91 124 70 73 204
cat_boundaries=0 30 56 73 74 76 103 104 105
cat_threshold=1342177280 8 4 0 2147549184 1 0 2147483648 1 0 0 131072 2112 0 0 0 0 0 4096 0 2147483904 0 0 0 0 0 0 0 128 12288 16 0 0 0 0 0 0 0 0 32768 0 2048 0 512 0 0 0 0 0 2048 0 0 0 0 0 268435456 2 129 0 2099200 0 64 0 8192 0 0 0 0 0 0 0 0 1073741968 17 1196322 32 0 4 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 0 0 0 0 64 320 131330
is_linear=0
shrinkage=0.04


Tree=75
num_leaves=31
num_cat=10
split_feature=8 8 12 4 0 0 9 0 0 11 3 3 10 3 0 5 0 3 4 5 0 9 12 0 0 3 12 0 3 12
split_gain=2.48899 1.04199 0.697118 0.675452 0.551109 1.62625 0.505685 0.577315 0.443591 0.45108 0.452733 0.467023 0.388151 0.480409 0.365899 0.588496 0.43927 0.340037 0.333418 0.605215 0.269237 0.755079 0.483867 0.759081 0.206001 0.20275 0.1991 0.165298 0.145498 0.144388
threshold=0 1 2 2867949500.0000005 30.500000000000004 38.57500000000001 3 35.250000000000007 40.250000000000007 4 2017.5000000000002 2003.5000000000002 5 2020.5000000000002 36.900000000000006 1.5000000000000002 35.600000000000009 1998.5000000000002 7049.5000000000009 10.500000000000002 25.500000000000004 6 7 35.600000000000009 20.500000000000004 2014.5000000000002 8 16.750000000000004 1996.5000000000002 9
decision_type=9 9 9 8 10 10 9 10 8 9 10 8 9 8 10 8 10 10 10 8 10 9 9 10 8 8 9 10 10 9
left_child=27 6 8 4 -4 -6 7 -2 9 26 11 17 13 28 16 -16 -13 -11 19 -7 24 -22 -23 -24 29 -9 -3 -1 -5 -15
right_child=1 2 3 12 5 18 -8 25 -10 10 -12 14 -14 20 15 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099653521944860685 -0.0014563358944145747 -0.00082183813363485836 -0.0035538007627956033 -0.0014725973051732994 0.0096594317475361298 0.006495153211802232 4.566152544938973e-05 0.0011218609565814795 -0.0028329582967862783 0.00092711152032746687 0.00075903870681864026 -8.7579237779435115e-06 -0.0017999859862024203 0.00012814913630109265 0.00034235167835710455 -0.0012786000642851048 0.0050806770707153073 0.0027296628250787903 -0.0028969236726571952 0.00024939551861026424 -8.1190794700834477e-05 0.00011901893188501032 0.0085324026075044492 0.0012755532532960059 -0.00042085494826144676 0.00044482388239626847 -0.0035020732198312401 -0.0024749820417412473 -0.0001584672697366622 -0.00011477256318828517
leaf_weight=32 32 108 25 27 25 30 108 31 206 42 44 121 106 116 54 303 35 26 40 38 106 149 31 137 35 78 162 421 172 107
leaf_count=32 32 108 25 27 25 30 108 31 206 42 44 121 106 116 54 303 35 26 40 38 106 149 31 137 35 78 162 421 172 107
internal_value=-0.000267301 0.000233133 -4.43272e-05 0.000644155 0.00306918 0.00408955 0.00263077 0.00418421 -0.000758994 -0.000379465 0.000220125 -7.56023e-05 0.000259371 0.00053872 -0.000490273 -0.00119553 0.00112102 0.00301449 0.00190826 0.0035942 0.00104985 0.00166981 0.00259756 0.00406704 3.08871e-05 0.00585454 -0.00170819 -0.0029569 -0.00118 0.000482142
internal_weight=2947 2494 2245 1144 158 133 249 141 1101 895 625 581 986 880 513 357 156 68 108 68 681 423 317 168 258 109 270 453 199 223
internal_count=2947 2494 2245 1144 158 133 249 141 1101 895 625 581 986 880 513 357 156 68 108 68 681 423 317 168 258 109 270 453 199 223
cat_boundaries=0 30 57 58 60 62 63 65 67 68 70
cat_threshold=1342177280 8 4 0 65536 0 0 0 1 0 0 33685504 10304 0 0 0 0 0 4096 8192 256 0 0 8 0 0 4 0 128 8192 16 2050 0 134217728 2147483648 1 0 0 0 32768 0 2048 0 1024 0 0 0 0 0 2048 2147483648 0 4194304 0 0 0 64 84009056 0 2176 32 512 288 0 24720 1026 2 67133440 133120 32
is_linear=0
shrinkage=0.04


Tree=76
num_leaves=31
num_cat=12
split_feature=7 1 7 8 12 8 8 12 4 2 4 4 17 3 12 3 3 4 18 12 3 3 2 4 2 2 2 13 2 2
split_gain=2.57002 1.37917 1.32682 0.790973 1.63456 0.518839 0.502131 0.723432 0.39962 0.402247 0.387405 0.346807 0.32127 0.313337 0.308807 0.398493 0.409909 0.294045 0.277608 0.257574 0.290112 0.417149 0.447472 0.355402 0.247077 0.222742 0.22122 0.216357 0.333748 0.358192
threshold=0 1.5000000000000002 1 2 3 4 5 6 2867949500.0000005 32.500000000000007 2867949500.0000005 4.0000000000000009 7 2005.5000000000002 8 2003.5000000000002 1998.5000000000002 152.50000000000003 9 10 2010.5000000000002 2017.5000000000002 34.500000000000007 1553.0000000000002 45.500000000000007 42.500000000000007 33.500000000000007 11 5.5000000000000009 2.5000000000000004
decision_type=9 10 9 9 9 9 9 9 8 8 10 10 9 10 9 8 10 8 9 9 8 8 10 10 8 10 10 9 10 8
left_child=6 8 13 4 11 -5 7 -1 -2 -10 18 -4 -7 -3 -14 16 -16 -17 -11 24 -21 -22 23 27 -19 -24 -6 28 29 -23
right_child=1 2 3 5 26 12 -8 -9 9 10 -12 -13 14 -15 15 17 -18 19 -20 20 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028169066248962048 0.0055573830987648695 0.0016379201850607911 0.0005590164845809258 -0.0012149483879821076 -0.0024793553042584864 -0.002436145048715073 -0.00072202249870092757 -0.00080678710444308699 0.0035472522557955426 0.002825263606667348 -0.0040655912257883311 0.00022481120054896345 0.0003178168494153929 -0.00034946746361323917 0.0010769103848077665 0.001230550139200891 0.00085904045420597561 -0.00037029803910712663 -0.00010370022310595423 -0.0013433079805239224 0.00059247776362179936 -0.00011160323263559343 0.0038671388901029154 0.0013831187957150767 -0.0035570710265687916 0.00010177415492791109 3.5675092213387547e-05 -0.0012603489098889206 -0.0015901868606696956 0.00073403791810926157
leaf_weight=104 25 80 88 256 59 113 632 179 47 43 27 28 101 25 47 32 31 216 36 45 45 33 31 25 94 103 45 171 137 57
leaf_count=104 25 80 88 256 59 113 632 179 47 43 27 28 101 25 47 32 31 216 36 45 45 33 31 25 94 103 45 171 137 57
internal_value=-0.000304466 0.000487566 0.000167471 -0.000106336 0.00207792 -0.000431525 -0.00205184 -0.000585035 0.00384357 0.00303896 0.00164486 0.00516535 -9.59762e-05 0.00431034 0.000108566 -0.000100186 0.00263291 -0.000319193 0.00305 -0.000446765 1.82361e-05 0.000252072 -5.01802e-05 -0.00068868 -0.00137072 0.00195555 -0.00153044 -0.000982457 -0.000117648 0.00175824
internal_weight=2955 2040 1862 1757 220 1537 915 283 178 153 106 116 1281 105 1168 1067 78 989 79 957 647 602 557 423 310 134 104 398 227 90
internal_count=2955 2040 1862 1757 220 1537 915 283 178 153 106 116 1281 105 1168 1067 78 989 79 957 647 602 557 423 310 134 104 398 227 90
cat_boundaries=0 18 30 60 62 88 111 112 113 115 116 117 118
cat_threshold=147459 0 1074012160 2621952 524290 134219776 131072 536870912 33556480 134217728 40992 192 268435456 0 0 32 4112 128 0 1 536870912 2048 0 0 0 8192 0 16 0 256 16 0 0 0 2147483648 1 0 0 0 0 0 2048 8192 512 0 0 0 0 0 0 0 524288 4194304 0 0 0 64 0 524288 4096 67650 32 0 12 4 0 0 0 0 2147483648 0 0 0 4 2048 0 0 0 0 0 4096 0 256 0 0 0 0 16384 0 4 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 8192 384 0 16777216 17975360 7 1179648 2 4 83912768 2
is_linear=0
shrinkage=0.04


Tree=77
num_leaves=31
num_cat=7
split_feature=7 7 0 8 12 12 2 0 2 0 2 2 0 2 1 9 4 2 0 0 2 1 2 4 4 2 2 0 9 2
split_gain=1.81379 1.16817 1.04381 0.834939 0.895637 0.73201 1.02414 0.631555 0.55302 0.540771 1.26311 0.499311 0.418036 0.385037 0.544341 0.641412 1.00509 0.491157 0.431708 0.408324 0.377136 0.429228 0.351212 0.337034 0.321544 0.283592 0.27092 0.266308 0.313645 0.285126
threshold=0 1 42.250000000000007 2 3 4 24.500000000000004 48.175000000000004 80.500000000000014 27.750000000000004 32.500000000000007 9.5000000000000018 18.500000000000004 101.50000000000001 5.5000000000000009 5 2350.0000000000005 155.00000000000003 35.850000000000009 40.675000000000004 61.500000000000007 3.5000000000000004 9.5000000000000018 353375000.00000006 2960.0000000000005 4.5000000000000009 90.500000000000014 36.900000000000006 6 41.500000000000007
decision_type=9 9 10 9 9 9 10 8 8 10 10 8 10 10 10 9 8 10 10 10 8 10 10 10 10 8 8 10 9 10
left_child=2 -2 5 9 12 6 11 13 -7 10 -3 -1 -5 14 15 19 -17 -15 -16 20 21 -6 25 -4 -24 -18 -22 -14 29 -29
right_child=1 3 23 4 7 8 -8 -9 -10 -11 -12 -13 27 17 18 16 22 -19 -20 -21 26 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010962507963106554 -0.0006839267762548183 0.00066372652417254511 -0.0027949781864688972 -0.0034707735541572656 0.0011779819064144047 -5.9509040932376441e-05 0.00024479413756433135 -0.0028215549224333571 0.0017420419482481193 -0.0029743997542693136 -0.0027917858447812955 0.0023210404578185638 0.00046507790142233786 0.00088317613089477338 6.1147058992663499e-05 0.0034383088811096459 0.00079747748497947021 0.00022398856383699963 0.00079226740805364332 -0.00050805243875942099 0.00029889587966636918 -0.00039348534077433107 0.00051105658604440904 5.560126037758871e-05 -0.00011674801525004839 -0.001659591387397524 -0.00014273486893999225 -0.00015852412152560065 -0.00092390383644511305 0.0026501773936570164
leaf_weight=33 546 56 55 194 53 107 43 41 26 255 56 38 112 35 50 26 34 54 56 64 47 294 106 25 29 43 48 93 321 28
leaf_count=33 546 56 55 194 53 107 43 41 26 255 56 38 112 35 50 26 34 54 56 64 47 294 106 25 29 43 48 93 321 28
internal_value=-0.000361065 -0.000710408 0.00240237 -0.000275405 9.66063e-05 0.00375806 0.005952 0.000887991 0.00130555 -0.00197884 0.000283185 0.00938889 -0.000938077 0.00111064 0.000846063 0.000461744 0.00212048 0.0036 0.00351402 -0.0003559 7.22338e-05 -0.000540231 0.00127699 -0.00148148 0.0025 -0.000871796 0.00229167 -0.00038919 -0.000830701 0.000878787
internal_weight=2968 2641 327 2095 1728 247 114 980 133 367 112 71 748 939 850 744 238 89 106 506 442 347 212 80 135 77 95 554 442 121
internal_count=2968 2641 327 2095 1728 247 114 980 133 367 112 71 748 939 850 744 238 89 106 506 442 347 212 80 135 77 95 554 442 121
cat_boundaries=0 17 35 62 63 64 66 68
cat_threshold=268435459 17 537919488 2099200 0 8256 0 8192 0 16 0 256 0 268435456 0 32 1073741952 147456 0 1074012160 524288 0 134217728 0 805306368 65536 134217728 40992 192 276824080 0 0 0 4112 32768 1342177280 12 4 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 384 0 0 8 0 0 4 83961184 65602 1 26752 0 4132
is_linear=0
shrinkage=0.04


Tree=78
num_leaves=31
num_cat=13
split_feature=7 7 8 12 5 8 2 2 9 6 2 4 1 12 2 17 2 12 2 12 2 2 4 9 2 2 2 2 12 2
split_gain=1.7552 1.36984 1.29562 0.789133 0.730288 0.642148 0.667047 0.526156 0.500726 0.606135 0.95571 0.517439 0.592724 0.437567 0.379424 0.361874 0.614501 0.322531 0.450005 0.289844 0.248762 0.480112 0.328009 0.298152 0.742142 0.239299 0.231926 0.223665 0.20221 0.303575
threshold=0 1 2 3 2.5000000000000004 4 45.500000000000007 49.500000000000007 5 6 9.5000000000000018 2350.0000000000005 5.5000000000000009 7 20.500000000000004 8 13.500000000000002 9 14.500000000000002 10 47.500000000000007 37.500000000000007 775.00000000000011 11 8.5000000000000018 23.500000000000004 11.500000000000002 35.500000000000007 12 182.50000000000003
decision_type=9 9 9 9 8 9 10 10 9 9 8 8 10 9 10 9 8 9 10 9 8 10 10 9 10 10 10 8 9 8
left_child=4 17 -3 20 -1 7 8 25 9 19 -11 -10 15 -8 26 -13 -17 18 -2 -7 21 22 23 -4 -25 -5 -12 -18 29 -22
right_child=1 2 3 5 -6 6 13 -9 11 10 14 12 -14 -15 -16 16 27 -19 -20 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00098473863695608681 0.0017777470236791759 -0.0024415110792631823 -0.0024840828392649413 0.00094541987654008256 0.0046925792226746111 5.1912754392732623e-05 0.00012552920559852828 -0.00010588829290739323 0.0032371825425915775 -0.0014105350529138195 0.0023235095003305097 -0.0023940753191133771 0.00054891825091874012 0.00028590526516151865 0.0035340195377097784 -0.00071425309183231365 0.0030601894921340094 -0.0010227441798476276 -0.0012292384510546135 -0.00075620983642896546 -0.002251682918747258 0.0003651496736895462 9.3362795290530498e-05 0.0014162024274319246 -0.00074577452167425462 0.00097472405378265937 -0.00026351188641290458 0.0012198735509822019 -0.0025073067117579724 0.00014528457894448301
leaf_weight=26 42 216 317 46 77 111 181 47 37 75 32 101 33 118 32 57 36 330 63 363 82 57 35 47 65 28 55 43 123 38
leaf_count=26 42 216 317 46 77 111 181 47 37 75 32 101 33 118 32 57 36 330 63 363 82 57 35 47 65 28 55 43 123 38
internal_value=-0.000415924 -0.000609714 -0.000226321 7.55751e-05 0.00445614 0.000640113 0.000361089 0.00330303 -0.000143444 -0.000754051 0.00109268 0.00116981 0.000590405 0.00201333 0.00336667 -0.000117648 0.00119728 -0.00264574 -0.000517242 -0.00151753 -0.000949678 -0.000467434 -0.000894625 -0.0012 0.000585365 0.00565333 0.00195454 0.00355 -0.00201639 -0.000610688
internal_weight=2913 2810 2375 2159 103 1395 1274 121 975 668 194 307 270 299 119 237 136 435 105 474 764 521 464 429 112 74 87 79 243 120
internal_count=2913 2810 2375 2159 103 1395 1274 121 975 668 194 307 270 299 119 237 136 435 105 474 764 521 464 429 112 74 87 79 243 120
cat_boundaries=0 10 27 57 58 87 89 90 92 93 94 96 98 99
cat_threshold=0 1 536870912 2105344 0 8192 0 8192 0 16 147457 16 1107304448 0 32 0 0 536870912 33554432 134217728 40992 2097600 276824208 0 0 32 16 1342177280 12 4 0 0 0 0 0 1 0 0 0 2048 0 0 0 0 0 33554432 0 0 0 0 8 0 0 0 0 0 8192 83977248 16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 128 0 4194304 0 0 0 0 0 524288 0 18452 396 66 32 10 16934944 1048576 34 0 22528 16843776
is_linear=0
shrinkage=0.04


Tree=79
num_leaves=31
num_cat=7
split_feature=8 12 9 2 2 2 2 2 4 5 17 9 1 2 2 1 2 13 1 4 2 2 1 2 2 6 2 2 2 1
split_gain=1.26604 0.697228 0.930386 1.15338 0.717782 0.678687 0.614168 0.534751 0.453484 0.432165 0.391984 0.342962 0.504558 0.450605 0.446663 0.40018 0.337957 0.293086 0.350264 0.250744 0.240409 0.580927 0.333892 0.228708 0.233182 0.228075 0.429363 0.288268 0.282808 0.227954
threshold=0 1 2 114.50000000000001 14.500000000000002 542.50000000000011 321.00000000000006 8.5000000000000018 456.00000000000006 3.5000000000000004 3 4 4.5000000000000009 74.500000000000014 5.5000000000000009 5.5000000000000009 1.5000000000000002 5 4.5000000000000009 7049.5000000000009 36.500000000000007 114.50000000000001 5.5000000000000009 15.500000000000002 24.500000000000004 6 16.500000000000004 4.5000000000000009 22.500000000000004 5.5000000000000009
decision_type=9 9 9 10 10 10 10 10 8 8 9 9 10 10 10 10 10 9 10 10 10 10 8 10 10 9 10 10 10 10
left_child=9 4 10 8 7 6 -5 -2 -4 19 -3 13 -13 15 -14 16 -10 23 -19 -1 22 -22 -12 -18 -25 28 27 -27 -20 -16
right_child=1 2 3 5 -6 -7 -8 -9 11 -11 20 12 14 -15 29 -17 17 18 25 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=7.8198594660396987e-05 -0.00011736619833024174 -0.0016177324958381138 -0.00073673450832014505 0.00015577239220067156 -0.0015211811953269119 3.395671953872574e-05 0.002606518292969191 0.00043864996068684609 -0.0005908547978673485 -0.0017515828556963825 -0.00043679550924408182 -5.705066308491543e-05 0.0012203739976556383 0.00023320486771531603 0.0006623920411013962 0.00023067293108730471 -0.0038558003240379887 0.00066279707011773856 -0.0026633224159509127 -0.002394012925285498 0.00084644972260230491 -0.0012003213464876253 0.00034666883810124889 0.00011071368957250574 -0.00015250584109382175 -5.143367813707575e-05 -0.00040296905613239212 0.0010989183405357194 0.00052232212329051048 -0.00016456458622271893
leaf_weight=150 202 172 47 48 466 30 27 74 109 416 170 34 29 74 73 126 68 55 64 27 39 27 71 43 107 27 98 45 44 25
leaf_count=150 202 172 47 48 466 30 27 74 109 416 170 34 29 74 73 126 68 55 64 27 39 27 71 43 107 27 98 45 44 25
internal_value=-0.000370818 4.32423e-05 0.0005003 0.00110473 -0.0009668 0.00509434 0.00710526 0.000635378 0.000718427 -0.00200662 -0.00097143 0.000896281 0.00253488 0.00055109 0.00384375 0.000274459 -0.00012103 0.000282608 0.00101163 -0.000382023 -8.80512e-05 0.00202985 -0.000677687 -0.000838429 -9.47359e-10 0.00045878 0.00132597 0.00372603 -0.000941177 0.00250505
internal_weight=2987 2394 1652 1173 742 105 75 276 1068 593 479 1021 161 860 127 786 660 551 333 177 307 66 241 218 150 278 170 72 108 98
internal_count=2987 2394 1652 1173 742 105 75 276 1068 593 479 1021 161 860 127 786 660 551 333 177 307 66 241 218 150 278 170 72 108 98
cat_boundaries=0 30 32 34 35 37 38 39
cat_threshold=1342177280 8 0 0 65536 0 262144 0 1 0 0 33685508 2048 1048576 0 0 0 0 4096 0 2147483904 0 0 8 0 0 0 0 524288 8192 84042784 2 128 12340 14 0 18432 12 402
is_linear=0
shrinkage=0.04


Tree=80
num_leaves=31
num_cat=10
split_feature=8 8 11 12 8 12 2 0 6 1 1 2 13 1 3 2 12 2 2 2 2 0 2 2 2 2 2 2 3 12
split_gain=1.65288 1.03885 0.668122 0.659599 0.70991 1.54973 0.642694 0.561185 0.610612 0.896009 0.530359 0.528678 0.510287 0.553138 0.455118 0.450934 0.441641 0.437838 0.382878 0.375245 0.337839 0.49524 0.333447 0.802745 0.269131 0.267333 0.326727 0.486735 0.256818 0.250428
threshold=0 1 2 3 4 5 47.500000000000007 40.250000000000007 6 5.5000000000000009 5.5000000000000009 37.500000000000007 7 4.5000000000000009 2014.5000000000002 27.500000000000004 8 21.500000000000004 70.500000000000014 69.500000000000014 8.5000000000000018 35.600000000000009 10.500000000000002 19.500000000000004 46.500000000000007 136.50000000000003 49.500000000000007 23.500000000000004 2018.5000000000002 9
decision_type=9 9 9 9 9 9 10 8 9 8 10 10 9 10 10 10 9 10 8 10 10 10 10 10 10 8 10 10 10 9
left_child=29 -2 -3 6 5 25 11 8 12 14 -9 28 16 20 18 -7 24 -11 22 -17 21 -14 -10 -24 -6 26 27 -5 -4 -1
right_child=1 2 3 4 7 15 -8 10 9 17 -12 -13 13 -15 -16 19 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00095479722398631969 0.0004992591340442921 -0.0019757460446923089 -0.00052285609823850645 0.00074806274323500779 8.662076863723804e-05 -0.0014520374904423128 -0.0029580300090121213 -0.00093622530750057345 -0.0009102239006067008 0.0015928023506151109 0.00017391438313891513 0.00083700044902523807 0.001709805899543902 0.0036512560722702192 0.0027309702745666265 0.00037682337127126035 -0.00021301227279534409 0.00026142907344877195 -0.0032155276134242555 -0.0010906667988481054 -0.00030855587612096898 -0.00019069044878309113 0.0019333044525859492 -3.6629298609735034e-05 0.00049440463320252789 0.0012126121526495944 -0.00019416416081432296 0.0067908719596899416 0.0003362098330285941 -0.0022003875451114202
leaf_weight=141 107 107 347 49 77 74 190 191 92 48 44 38 26 51 40 25 573 25 44 29 57 44 56 109 25 34 26 28 28 234
leaf_count=141 107 107 347 49 77 74 190 191 92 48 44 38 26 51 40 25 573 25 44 29 57 44 56 109 25 34 26 28 28 234
internal_value=-0.000201352 0.00016339 -1.1255e-05 0.000134396 0.000524184 0.0023913 -0.000996744 0.000179774 0.000514195 0.00175059 -0.00161017 -0.000125605 -0.000106482 0.00173545 0.000923976 -0.000805756 -0.000612246 0.00578378 0.000384105 0.00189091 0.000406249 0.00225352 0.000976743 0.00204819 0.00169911 0.00521622 0.0045 0.00579487 -0.000585107 -0.00264249
internal_weight=2959 2584 2477 2370 1767 265 603 1502 1267 414 235 413 853 178 341 128 675 73 301 54 127 70 257 165 102 137 103 77 375 375
internal_count=2959 2584 2477 2370 1767 265 603 1502 1267 414 235 413 853 178 341 128 675 73 301 54 127 70 257 165 102 137 103 77 375 375
cat_boundaries=0 30 50 53 54 83 85 86 87 89 90
cat_threshold=1342177280 8 4 0 2147549184 0 0 2147483648 1 0 0 131072 2112 1048576 0 0 0 0 4096 2 0 0 0 0 0 0 0 0 0 12288 16 1048578 0 0 0 0 0 0 0 0 0 2048 0 0 268435456 0 0 0 0 10240 2147500034 0 4096 83911712 0 4 0 134217728 0 0 0 0 0 0 0 0 8192 512 0 0 0 0 0 0 128 0 4194304 0 0 0 0 0 524288 66 32 156 6 1050624 2 17925376
is_linear=0
shrinkage=0.04


Tree=81
num_leaves=31
num_cat=11
split_feature=7 1 7 8 8 2 12 5 3 9 9 2 2 4 4 8 2 2 12 2 3 2 4 7 2 2 2 2 12 2
split_gain=1.40528 1.31782 1.04387 1.0825 0.685675 0.586798 0.382799 0.643556 0.744863 0.62427 0.533473 0.504981 0.364315 0.270564 0.483844 0.498415 0.459313 0.273279 0.362759 0.333261 0.485191 0.257284 0.264671 0.25625 0.262223 0.518229 0.253924 0.23832 0.229927 0.487677
threshold=0 4.5000000000000009 1 2 3 365.00000000000006 4 1.5000000000000002 2012.5000000000002 5 6 16.500000000000004 34.500000000000007 456.00000000000006 8400.0000000000018 7 19.500000000000004 16.500000000000004 8 89.500000000000014 2002.5000000000002 27.500000000000004 37073800000.000008 9 11.500000000000002 59.500000000000007 111.00000000000001 18.500000000000004 10 59.500000000000007
decision_type=9 10 9 9 9 8 9 8 8 9 9 10 10 8 8 9 10 8 9 10 10 8 8 9 10 10 8 8 9 10
left_child=1 -1 -2 5 23 -4 7 -6 11 27 26 -9 -12 -11 16 -16 -15 18 -17 28 -21 -3 -23 24 -5 -26 -10 -8 29 -19
right_child=2 21 3 4 6 -7 9 8 10 13 12 -13 -14 14 15 17 -18 19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0044186664242568301 -0.0022712447373534131 0.00098650905910854206 0.00014860398720192668 0.00012481032528606595 0.00053883318918737883 0.0003967474816555197 0.00080403255323707626 -3.9519038035019381e-05 0.00017030779181101792 -0.0014583146990786303 -0.0029515745522836674 0.0045283545286795542 0.00036915793457253281 -0.00059407765891456759 -0.0021907633965798927 0.00019443895266869692 0.00016037809061858542 -0.00017816126821635129 -0.00013736044069535309 0.00018730268534223945 -0.0029193320127715444 0.0048883269253388742 -0.00022807622026967039 -0.0021618943430869735 -0.0026310836342709957 0.00016472292021158454 0.0021421447242500821 0.00031762103811058373 -0.00068579952272161888 0.0003320863182769271
leaf_weight=34 230 71 182 41 43 31 60 30 252 47 126 40 28 34 121 102 26 134 264 101 29 25 97 200 67 32 36 48 381 28
leaf_count=34 230 71 182 41 43 31 60 30 252 47 126 40 28 34 121 102 26 134 264 101 29 25 97 200 67 32 36 48 381 28
internal_value=-0.000380824 0.00257143 -0.000635831 -0.000389736 -0.000648839 0.00226786 -0.000350336 0.000530034 0.00014035 -0.000707072 -0.000469527 0.00394366 -0.00227879 -0.000960877 -0.000851762 -0.00103359 0.00262295 -0.000720001 0.000152588 -0.00120475 0.000610686 0.00138144 0.000260162 -0.0022792 -0.000794703 -0.00196 0.000561872 0.00208403 -0.00163971 -0.000277458
internal_weight=2940 227 2713 2483 2270 213 1930 555 512 1375 442 70 154 1267 1220 1160 60 1039 366 673 130 193 122 340 140 99 288 108 543 162
internal_count=2940 227 2713 2483 2270 213 1930 555 512 1375 442 70 154 1267 1220 1160 60 1039 366 673 130 193 122 340 140 99 288 108 543 162
cat_boundaries=0 17 35 64 94 96 98 100 126 128 137 138
cat_threshold=268435456 1 0 2099200 0 134217728 0 268443648 0 16 0 256 0 268435456 0 0 144 16384 16 1074003968 516 32 0 0 0 0 134217728 8192 0 0 0 0 32 0 256 16 2048 0 134217728 0 0 0 0 0 0 0 2048 0 1048576 268435456 0 0 0 0 10240 128 0 0 0 0 0 0 0 524288 1342177280 12 4 0 0 0 0 0 0 0 0 131072 2112 0 0 0 0 0 0 0 256 0 4194304 0 0 0 0 0 0 8192 68337696 2 1073873153 32 0 2052 0 0 0 0 0 0 262144 0 0 0 0 4 8192 0 0 0 0 0 0 0 0 0 0 0 0 16384 8256 32 0 0 0 0 0 0 131072 536870912 33619968 16779266
is_linear=0
shrinkage=0.04


Tree=82
num_leaves=31
num_cat=10
split_feature=7 8 7 11 12 2 2 2 2 2 2 1 2 0 1 12 0 0 2 0 0 4 2 3 7 0 12 8 13 0
split_gain=1.49119 1.33598 0.851104 0.729234 0.70845 0.53334 0.968313 0.434956 0.416174 0.355851 0.353353 0.642357 0.334312 0.288277 0.27591 0.559102 0.55318 0.413483 0.46896 0.349257 0.344726 0.305618 0.267931 0.196513 0.178616 0.19855 0.236781 0.171525 0.190944 0.327202
threshold=0 1 2 3 4 21.500000000000004 510.50000000000006 9.5000000000000018 9.5000000000000018 24.500000000000004 1219.0000000000002 1.5000000000000002 46.500000000000007 39.07500000000001 4.5000000000000009 5 24.500000000000004 39.07500000000001 10.500000000000002 36.400000000000006 16.750000000000004 7049.5000000000009 3.5000000000000004 2010.5000000000002 6 40.675000000000004 7 8 9 40.250000000000007
decision_type=9 9 9 9 9 8 8 10 10 10 8 10 10 10 10 9 10 10 8 10 10 8 10 8 9 10 9 9 9 10
left_child=24 5 7 22 14 8 -7 -3 -2 -9 11 -6 -11 -8 19 21 20 -18 -19 -5 -17 -16 -4 -23 25 26 -1 -13 29 -29
right_child=1 2 3 4 10 6 13 9 -10 12 -12 27 -14 -15 15 16 17 18 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.001425084236818866 0.00022595730916920745 -0.0010587746440636973 -0.00067947332635597002 9.4746760221681739e-05 0.0022040199457163409 -0.00026444209010356929 0.00058756412729996999 0.00083665213680022448 0.0038995961294067084 -0.00023689390903760678 -0.00052186186553054999 -0.0029812590829537073 0.0061284695982657426 0.00062370802909246677 0.00046700987740871816 0.00076544743291954 0.016853734125343234 0.00097394878985292436 0.00010291577905802308 0.00014592362837181479 -0.0056723723530880885 -0.0013021805795089202 -0.0018141495302581227 -7.1913774022734118e-05 -0.0018677225241813791 -0.0018430054926832774 -2.1523709741465334e-05 -0.00022080603414331379 8.7509755181317171e-05 -0.0040710724135049389
leaf_weight=107 40 28 49 48 51 78 25 29 33 25 94 121 29 40 42 41 25 34 61 30 28 53 206 204 219 51 182 751 162 72
leaf_count=107 40 28 49 48 51 78 25 29 33 25 94 121 29 40 42 41 25 34 61 30 28 53 206 204 219 51 182 751 162 72
internal_value=-0.00047043 -3.15362e-05 -0.000333638 -0.000522325 -0.000234137 0.00288987 0.00158333 0.00291803 0.00578378 0.00461905 -0.000763868 -0.000576858 0.00261818 0.00515151 0.000928942 0.000588956 0.00222 0.00396694 0.00270833 0.00313924 -0.000514287 -0.000503227 -0.0024812 -0.00103876 -0.00230877 -0.00159544 -0.00122759 -0.000780489 -0.00058233 -0.000829737
internal_weight=2958 2399 2183 2072 1817 216 143 111 73 83 1251 1157 54 65 566 488 189 120 95 78 69 299 255 257 559 340 289 1106 985 823
internal_count=2958 2399 2183 2072 1817 216 143 111 73 83 1251 1157 54 65 566 488 189 120 95 78 69 299 255 257 559 340 289 1106 985 823
cat_boundaries=0 18 47 63 66 68 69 81 82 103 104
cat_threshold=268451842 16 1073741824 8708 524288 134217728 0 536870912 2048 134225952 40992 448 268435456 0 67108864 0 0 256 16 1050624 0 134217728 2147483648 0 0 0 0 32768 0 2048 0 0 268435456 4096 0 0 0 8192 0 0 4194304 0 0 0 0 0 524288 0 1 0 2099200 0 64 0 8192 0 16 0 0 0 0 0 32 2147532800 32 524289 68157474 2 2 268435458 0 1073741824 0 0 0 0 536870912 2048 8224 8224 384 68158498 0 8 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 4096 0 256 6
is_linear=0
shrinkage=0.04


Tree=83
num_leaves=31
num_cat=10
split_feature=8 9 7 8 2 2 7 1 12 2 12 4 4 4 2 2 4 0 0 0 2 2 9 12 0 0 1 9 2 2
split_gain=1.56485 1.02914 1.01264 0.784066 0.594244 0.579496 0.709973 0.490696 0.474686 0.597034 0.464195 0.42005 0.414117 0.796271 0.516559 0.559565 0.368394 0.3521 0.34935 0.631296 0.344986 0.438424 0.313785 0.256999 0.247396 0.243097 0.23152 0.258237 0.242082 0.205474
threshold=0 1 2 3 9.5000000000000018 7.5000000000000009 4 5.5000000000000009 5 4.5000000000000009 6 86.000000000000014 3890.0000000000005 5544455000.000001 21.500000000000004 99.000000000000014 28.000000000000004 44.07500000000001 40.250000000000007 39.07500000000001 16.500000000000004 46.500000000000007 7 8 42.710000000000008 38.57500000000001 1.5000000000000002 9 20.500000000000004 2.5000000000000004
decision_type=9 9 9 9 8 10 9 8 9 10 9 10 10 10 10 10 10 10 8 10 10 10 9 9 10 10 10 9 10 8
left_child=1 17 -2 23 -3 7 25 8 9 -5 20 18 14 -14 -6 -16 29 -1 19 -9 -8 -22 -12 -4 -25 -7 -24 -28 -29 -10
right_child=2 4 3 5 12 6 10 11 16 -11 22 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=1.9983254532330446e-05 -0.001037421789161446 -0.00021208273822046644 -0.00044212735503578029 9.6555017272653522e-05 0.0018328760173670208 2.6799760578117186e-05 0.0017027449536532835 7.9177147549316953e-05 -0.0031556422003447171 0.0010450691539656829 -0.0011365017577307658 0.0025065361635338906 -0.0019744046006973642 0.00081133390893293783 -1.8046189016277205e-05 0.00048641992185780866 0.0027700579082589626 -0.0016712669013446433 -0.00010119689593991651 0.0030916993078359523 -0.0016314695844894006 0.00032425776737016562 0.00041853416096321788 -0.002825931978645575 -1.7911414481162209e-06 0.00058925840193388521 -0.00035752829128748146 0.00023090145449233113 -0.0001214067635565113 -0.00041422061397227594
leaf_weight=79 505 65 112 76 63 84 29 63 46 27 143 27 30 25 43 26 27 43 32 29 45 36 46 186 26 70 762 59 53 111
leaf_count=79 505 65 112 76 63 84 29 63 46 27 143 27 30 25 43 26 27 43 32 29 45 36 46 186 26 70 762 59 53 111
internal_value=-0.000347593 0.00203636 -0.000697122 -0.000302858 0.00346768 3.37828e-05 -0.000382531 0.00129385 0.000319443 0.00235088 -0.000719596 0.00313158 0.00474468 0.00178571 0.00595489 0.00348571 -0.000902565 -0.000962407 0.002112 0.00335484 0.00165289 0.000439023 -0.000979517 -0.00207761 -0.00290583 0.00208485 -0.000687434 -0.000841144 0.000910568 -0.0016962
internal_weight=2968 374 2594 2089 252 1765 1327 438 287 103 1173 151 187 55 132 69 184 122 124 92 110 81 1063 324 212 154 920 874 112 157
internal_count=2968 374 2594 2089 252 1765 1327 438 287 103 1173 151 187 55 132 69 184 122 124 92 110 81 1063 324 212 154 920 874 112 157
cat_boundaries=0 29 31 49 73 82 84 86 88 89 91
cat_threshold=16 2 0 134217728 1073750016 0 0 0 0 32768 0 2052 0 1536 0 0 0 0 0 8192 0 524288 0 0 0 1073741824 0 0 524288 0 24612 1 128 1611661312 516 0 0 0 0 33556480 134225952 32 192 16 0 0 0 1073745920 128 268435456 12 4 0 2147483648 0 0 0 0 0 0 131072 10240 1048576 0 0 0 0 4096 2048 256 0 0 8 2 1 0 2048 0 64 0 0 65536 74848 32 68288512 2 1 8212 17891424 0 22528
is_linear=0
shrinkage=0.04


Tree=84
num_leaves=31
num_cat=18
split_feature=7 8 7 9 8 4 3 10 1 11 3 5 6 5 16 1 7 3 6 9 6 5 3 4 9 1 16 16 7 13
split_gain=1.33272 1.14615 1.34498 0.966342 0.707266 0.667553 0.528896 0.446476 0.490658 0.522202 0.424959 0.345585 0.304388 0.224082 0.226327 0.309866 0.277434 0.26303 0.182919 0.336896 0.327301 0.248954 0.210485 0.204716 0.271356 0.204683 1.8796 0.400142 0.235208 0.264988
threshold=0 1 2 3 4 237200.00000000003 1996.5000000000002 5 1.5000000000000002 6 2010.5000000000002 5.5000000000000009 7 4.5000000000000009 8 4.5000000000000009 9 1988.5000000000002 10 11 12 2.5000000000000004 2017.5000000000002 390.00000000000006 13 5.5000000000000009 14 15 16 17
decision_type=9 9 9 9 9 10 10 9 10 9 8 8 9 8 1 10 9 10 9 9 9 8 10 10 9 10 1 1 9 9
left_child=13 3 10 -2 -4 6 -5 8 -6 18 -3 -12 -11 -1 16 -16 -15 -17 19 20 22 -21 25 24 -20 27 -27 -10 -29 -30
right_child=1 2 4 5 7 -7 -8 -9 9 12 11 -13 -14 14 15 17 -18 -19 23 21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0022419976115753419 -0.00039765178941337354 2.1593763347637828e-05 -0.0019050100049422729 0.0026429160354049155 0.0010498111194427657 4.1840935066036759e-05 0.0018368281579077606 -0.00037400354633428578 -0.0018224496024613068 -2.8262107615067531e-05 0.0001589481939267919 0.0070545723491668667 -0.0014665199344199046 -3.7512333613215953e-05 0.00094333730964107107 -0.00030332272389921034 -0.0018198239893435567 -0.0041231009032422139 0.00053217461036026326 0.0017080293528917365 -0.0018169381554165123 7.070606718220416e-05 0.00024596772127794171 0.00086559949431993719 -7.6935980339600942e-05 0.0011996324343445674 -0.0020590139291810834 0.00031715162374249456 0.00018087653459585124 -0.0017269535238494046
leaf_weight=82 102 41 209 64 92 53 35 197 139 134 26 50 153 112 34 55 227 39 115 25 146 126 26 34 109 36 117 126 104 116
leaf_count=82 102 41 209 64 92 53 35 197 139 134 26 50 153 112 34 55 227 39 115 25 146 126 26 34 109 36 117 126 104 116
internal_value=-0.00023795 0.000176026 -0.000133209 0.0026566 -0.000385113 0.0046135 0.00684 -0.000121817 0.000104412 -6.90122e-05 0.00384375 0.00592208 -0.00157047 -0.00199286 -0.00168376 -0.000248063 -0.00222353 -0.00143158 0.000295934 3.70361e-05 -0.000292327 0.0017037 9.48139e-05 0.00121933 0.000817777 -5.00792e-05 0.00122078 -0.000452676 0.000276656 -0.000519481
internal_weight=2924 2375 2121 254 2004 152 99 1795 1598 1506 117 76 287 549 467 128 339 94 1219 961 810 151 664 258 224 638 153 485 346 220
internal_count=2924 2375 2121 254 2004 152 99 1795 1598 1506 117 76 287 549 467 128 339 94 1219 961 810 151 664 258 224 638 153 485 346 220
cat_boundaries=0 18 47 64 66 93 94 96 97 98 109 110 112 113 115 116 117 126 127
cat_threshold=2 128 1610612736 524804 2 134217730 0 536870912 33556480 134217728 40960 192 16 0 0 0 0 256 16 2052 0 0 2147483648 0 0 0 0 32768 0 0 0 512 0 4096 0 0 0 8192 0 0 0 0 0 268435456 64 0 524288 268435456 1 0 10240 0 8192 0 8192 0 0 0 0 0 0 0 32 128 0 28704 268435456 8 4 0 65536 1 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 256 0 0 0 0 0 4 256 36 1536 28 2 0 128 536870912 524288 0 0 0 0 2048 0 32768 396 0 22656 264 0 2176 2 2 0 0 0 0 0 0 131072 0 65536 12
is_linear=0
shrinkage=0.04


Tree=85
num_leaves=31
num_cat=9
split_feature=8 8 3 11 8 2 0 0 10 1 18 0 0 6 13 2 2 2 0 0 0 2 0 2 2 0 9 3 2 3
split_gain=1.24185 0.926783 0.820594 0.603336 0.550872 0.798562 0.602297 0.625581 0.470172 0.689924 0.441683 0.710048 0.338506 0.336447 0.320246 0.655546 0.548814 0.349777 0.313696 0.342152 0.294286 0.288277 0.26912 0.233396 0.869218 0.361414 0.341038 0.877724 0.220771 0.213006
threshold=0 1 2014.5000000000002 2 3 27.500000000000004 18.500000000000004 42.710000000000008 4 2.5000000000000004 5 36.900000000000006 10.500000000000002 6 7 19.500000000000004 75.500000000000014 37.500000000000007 35.250000000000007 45.425000000000004 16.750000000000004 49.500000000000007 35.850000000000009 60.500000000000007 33.500000000000007 40.250000000000007 8 2010.5000000000002 13.500000000000002 1994.5000000000002
decision_type=9 9 8 9 9 8 10 10 9 10 9 8 8 9 9 10 8 10 8 10 10 10 10 8 10 10 9 10 10 10
left_child=20 2 -2 4 5 -3 -7 -8 22 10 11 -10 -11 23 15 -15 17 18 28 -20 -1 -19 -5 24 25 26 -14 -28 -16 -26
right_child=1 3 -4 8 -6 6 7 -9 9 12 -12 -13 13 14 16 -17 -18 21 19 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0008192386724887638 0.001037974765661747 -0.0033459768696172576 8.6869327554072541e-05 3.3500973837410527e-05 -0.00037843638831720262 -0.0015583169314522325 0.00060901827588202471 0.0001078797884620943 0.0028920719372267385 -0.00066373457683344518 0.000254155685957247 0.00020295006528956317 -0.0015894916371276442 -0.0013282664256041069 0.00012641035109257304 0.00022943677433834276 -0.0016317641851690148 0.00101391249104281 0.00051626279904894612 -0.00012294486620955509 -0.0014179054288209264 0.0002734406286682016 -0.0014352038755274361 -0.00089426787157243133 0.0048267885405059649 0.00023769720429085969 -0.000324421941513637 0.0018118790101335949 -0.0043840790079839034 2.6887288071590865e-05
leaf_weight=36 37 57 67 30 692 38 32 40 39 28 78 37 147 93 26 117 92 25 175 30 511 40 88 101 28 58 81 25 34 26
leaf_count=36 37 57 67 30 692 38 32 40 39 28 78 37 147 93 26 117 92 25 175 30 511 40 88 101 28 58 81 25 34 26
internal_value=-0.000217258 0.00018381 0.00368696 5.29006e-06 -0.000822989 0.00119101 0.00324324 0.00536986 0.000516678 0.000743609 0.00325161 0.0054026 0.000404613 0.000516833 0.00110731 -0.000180996 0.00173672 0.00253776 0.0018797 0.00262136 -0.00191398 0.00515151 -0.00179845 -0.000301888 0.000163933 -0.000653847 -0.00130709 0.000478632 -0.000655739 0.0048
internal_weight=2908 2361 104 2257 859 167 110 72 1398 1280 154 76 1126 1098 632 210 422 330 265 205 547 65 118 466 365 311 253 106 60 54
internal_count=2908 2361 104 2257 859 167 110 72 1398 1280 154 76 1126 1098 632 210 422 330 265 205 547 65 118 466 365 311 253 106 60 54
cat_boundaries=0 30 56 59 82 83 84 85 86 88
cat_threshold=1342177280 8 4 0 65536 0 262144 0 1 0 0 131072 2112 0 0 0 0 0 33558528 0 256 0 0 8 0 16384 64 0 0 4096 16 2 0 0 0 0 0 0 0 32768 0 0 0 1049600 0 0 0 0 0 2048 0 0 0 0 0 1073741824 49186 66560 524288 0 0 0 0 0 0 0 2147483648 0 0 0 0 8192 512 0 0 0 0 0 0 128 0 4194304 1 4 134 4 0 22544
is_linear=0
shrinkage=0.04


Tree=86
num_leaves=31
num_cat=11
split_feature=8 8 9 0 5 0 3 9 12 12 0 6 0 9 1 6 5 4 13 1 3 0 3 4 3 0 0 0 13 0
split_gain=2.12169 1.23499 0.767157 0.620899 0.789388 0.512466 0.48931 0.444511 0.554939 0.539541 0.505845 0.537981 0.556491 0.579894 0.673054 0.476908 0.436876 0.378853 0.329248 0.262732 0.244069 0.4298 0.220695 0.208997 0.208351 0.197107 0.156642 0.691041 0.39181 0.298586
threshold=0 1 2 39.07500000000001 1.0000000180025095e-35 43.175000000000004 2018.5000000000002 3 4 5 48.175000000000004 6 18.500000000000004 7 5.5000000000000009 8 3.5000000000000004 14469800500.000002 9 3.5000000000000004 2000.5000000000002 38.57500000000001 2001.5000000000002 425.00000000000006 2001.5000000000002 31.500000000000004 31.500000000000004 25.500000000000004 10 14.500000000000002
decision_type=9 9 9 10 10 10 10 9 9 9 8 9 10 9 8 9 8 8 9 10 10 10 10 10 10 10 8 10 9 10
left_child=-1 3 23 -2 5 -5 7 8 15 20 11 18 -13 -14 -15 -4 -17 -16 -10 -20 21 -9 26 24 25 -3 27 28 29 -18
right_child=1 2 6 4 -6 -7 -8 9 10 -11 -12 12 13 14 17 16 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001707034837621126 -0.001243141163171561 -6.6422515026386827e-06 0.00068431063018989326 0.0018573689564412579 -0.00050504254870734088 0.00010320325142696876 0.00013180145018489362 0.00032593562578184509 -0.00096116096626269428 -0.001727178348754851 -0.0060354759800360829 -9.4042389935751201e-05 0.00068752521454841454 -0.0025775665576378581 -0.0032721448179440006 0.00013770859220030827 -0.0034929651639120764 0.0019194029956707906 -6.9246569070166553e-05 0.0003301815118200961 0.00019586714842466911 -0.00041850866009421686 -0.0037706640841282083 -3.0604210493141465e-05 -4.8240386321285121e-06 0.00081079047377688907 -0.001494453272065893 0.0013989711537070538 -0.0030102727367324364 0.00056356325240042662
leaf_weight=373 56 32 127 85 36 29 100 50 143 188 39 187 180 61 25 82 45 42 45 176 27 122 65 34 30 92 248 25 148 74
leaf_count=373 56 32 127 85 36 29 100 50 143 188 39 187 180 61 25 82 45 42 45 176 27 122 65 34 30 92 248 25 148 74
internal_value=-0.000277723 0.00013364 -0.000128441 0.00302304 0.00450331 0.00612174 -0.000342082 -0.000474287 -0.000190367 -0.00167839 0.000492848 0.000702325 0.0015415 0.00261489 0.000345323 -0.000940607 -0.00135817 0.00311765 -0.000469334 0.000499999 -0.000171429 -0.000739885 -0.00174918 0.00225126 0.00299355 0.003712 -0.00147874 -0.000846417 -0.00144776 0.000338461
internal_weight=2966 2593 2387 206 150 114 2199 2099 1712 387 898 859 495 308 128 814 687 67 364 221 199 172 605 188 154 124 540 292 267 119
internal_count=2966 2593 2387 206 150 114 2199 2099 1712 387 898 859 495 308 128 814 687 67 364 221 199 172 605 188 154 124 540 292 267 119
cat_boundaries=0 30 59 61 63 64 66 67 69 70 71 72
cat_threshold=3489660928 8 4 0 0 0 0 0 1 0 0 33556480 2112 0 0 0 0 0 0 8194 256 0 0 8 0 32768 0 0 128 8192 16 2 0 0 3221225472 0 0 0 0 32768 0 0 0 1024 0 0 0 0 0 2048 0 0 4194304 0 0 1342177280 0 0 524288 2228481 32 0 14468 255264 213250 32 278 0 2176 66 12 12
is_linear=0
shrinkage=0.04


Tree=87
num_leaves=31
num_cat=10
split_feature=7 12 2 17 13 4 2 3 9 2 2 7 2 12 3 0 18 12 3 1 5 4 2 0 0 0 2 2 7 0
split_gain=1.97636 1.66602 1.45159 0.880935 0.795953 0.807009 0.559591 0.979574 0.554547 0.861165 0.482607 0.465792 0.458927 0.429659 0.423809 0.409586 0.389433 0.336973 0.320984 0.296276 0.295449 0.283214 0.278818 0.265739 0.316444 0.230264 0.214053 0.783476 0.348933 0.288191
threshold=0 1 535.00000000000011 2 3 28487750000.000004 49.500000000000007 1999.5000000000002 4 40.500000000000007 39.500000000000007 5 9.5000000000000018 6 2015.5000000000002 36.900000000000006 7 8 2011.5000000000002 5.5000000000000009 2.5000000000000004 86.000000000000014 29.500000000000004 36.400000000000006 18.500000000000004 18.500000000000004 7.5000000000000009 4.5000000000000009 9 35.850000000000009
decision_type=9 9 10 9 9 8 10 10 9 8 10 9 8 9 8 10 9 9 8 8 10 10 8 8 10 10 8 10 9 10
left_child=11 20 3 12 8 16 17 -8 10 -10 15 13 -3 -1 -14 -5 -6 -7 -19 -17 26 22 25 24 -20 -15 27 -2 -28 -30
right_child=1 2 -4 4 5 6 7 -9 9 -11 -12 -13 14 21 -16 19 -18 18 23 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00090737860123621308 -0.001884833095115323 -0.0024893927405920798 0.000558476792641356 0.00067098191930591727 0.0012753305164019124 6.7640564882315778e-05 7.8236283919467125e-07 0.00036115755867503464 0.00035143264690124724 0.0011174175695537936 -0.00014616346964985312 -0.0016593806305605667 -0.0029641859189965493 -0.0038603406499454021 0.00019287554601396566 6.7142805716217217e-05 2.7638165452402154e-05 0.00071987565082157331 -0.0028987888994380412 0.00041793316600643998 0.0024617449246792508 -0.0032495244910562405 0.00012589443556245029 -0.0028105949781809122 0.00079245035197405373 0.00010852259460347017 1.5879121075023158e-05 0.0010306795911974975 -0.00057488924591681694 -0.0011246317235317372
leaf_weight=250 98 83 36 68 44 195 102 32 118 35 95 220 34 56 152 112 44 25 26 25 29 30 190 115 42 43 144 48 110 315
leaf_count=250 98 83 36 68 44 195 102 32 118 35 95 220 34 56 152 112 44 25 26 25 29 30 190 115 42 43 144 48 110 315
internal_value=-0.000200207 0.00043592 0.00125394 0.00104748 0.00155004 0.000597483 2.23039e-05 0.00225185 0.00281896 0.00480488 0.00167202 -0.001895 -0.000985715 -0.00123448 8.55605e-05 0.00281553 0.00413483 -0.000722773 -0.00178996 0.00153623 -0.0010808 -0.000230304 0.000151723 -0.00245652 -0.000463769 -0.00156 -0.00125698 0.000108843 -0.00160702 -0.00215596
internal_weight=2916 2127 1383 1347 1078 625 537 134 453 153 300 789 269 569 186 205 88 403 208 137 744 319 289 183 68 99 715 146 569 425
internal_count=2916 2127 1383 1347 1078 625 537 134 453 153 300 789 269 569 186 205 88 403 208 137 744 319 289 183 68 99 715 146 569 425
cat_boundaries=0 18 20 21 22 24 41 43 44 46 56
cat_threshold=147457 128 1073750016 2621956 0 0 0 805437440 33554432 134217728 8224 192 8388624 0 0 32 16 384 67199072 2 9 2 0 6288 131073 128 0 2621444 0 0 0 131072 0 134217728 32 128 0 0 0 0 16 83920160 32 4 1048578 32 0 0 0 0 32 0 131072 0 2048 32
is_linear=0
shrinkage=0.04


Tree=88
num_leaves=31
num_cat=8
split_feature=8 8 2 11 9 2 4 2 8 0 2 0 11 2 1 8 3 0 2 0 2 4 0 0 2 2 17 2 3 2
split_gain=1.86145 1.45993 1.00705 0.542156 0.460849 0.4117 0.48571 0.39506 0.386736 0.403423 0.38372 0.321008 1.14093 0.833118 1.10222 0.547559 0.470817 0.44094 0.354011 0.310364 0.305226 0.295271 0.293672 0.376732 0.332977 0.820258 0.270957 0.324765 0.378985 0.262052
threshold=0 1 26.500000000000004 2 3 77.500000000000014 6789.5000000000009 46.500000000000007 4 50.425000000000004 29.500000000000004 18.500000000000004 5 23.500000000000004 5.5000000000000009 6 2016.5000000000002 15.500000000000002 47.500000000000007 35.600000000000009 65.500000000000014 111.00000000000001 8.5000000000000018 10.500000000000002 3.5000000000000004 10.500000000000002 7 7.5000000000000009 1958.5000000000002 70.500000000000014
decision_type=9 9 10 9 9 10 10 10 9 8 10 10 9 8 8 9 10 10 8 10 10 10 10 10 10 10 9 8 10 8
left_child=-1 2 -2 -3 5 6 7 -5 10 11 19 17 13 -13 -15 -14 21 18 22 -6 -20 26 -10 -24 -25 -26 27 -17 -29 -28
right_child=1 3 -4 4 8 -7 -8 -9 9 -11 -12 12 15 14 -16 16 -18 -19 20 -21 -22 -23 23 24 25 -27 29 28 -30 -31
leaf_value=-0.0020150521207691749 0.00063684477881294915 -0.0018235499287307022 0.00076507468628896817 -0.00082701766756221513 0.00067281839273829831 -0.0012087628167251961 0.00019373267060975721 0.00045796041047000346 0.0039620872323205677 -0.0044584937927980373 0.00022703317516645834 -7.7579863619945397e-05 -0.0025580741146074477 0.0018124106044489572 0.00033667296036234856 -0.00040668155749147935 0.00029260293161841229 -0.0028994664989231691 -0.0028210413235863121 -6.014770869316976e-05 -0.00028953241947467906 -0.00039222701502310996 -0.00054039155662296472 -0.0029400894304483995 0.00086508267460480353 0.00012729223166757617 9.2523735278281588e-05 0.0014661690612595528 -4.9929833988563887e-05 -0.00022446761976056096
leaf_weight=357 71 101 32 410 34 88 92 34 27 38 30 41 113 41 35 50 74 108 55 50 82 107 55 30 25 136 399 36 26 181
leaf_count=357 71 101 32 410 34 88 92 34 27 38 30 41 113 41 35 50 74 108 55 50 82 107 55 30 25 136 399 36 26 181
internal_value=-0.000348767 2.90955e-05 0.00445614 -0.000172181 -4.48514e-05 -0.00097008 -0.000566109 -0.00111461 0.000284752 0.000122155 0.002432 0.000219481 0.000605072 0.00415625 0.00696104 0.000136408 0.000484162 -0.000601157 -9.51354e-10 0.00122353 -0.00165217 0.000204999 0.000832116 0.000388663 0.00122917 0.00195062 0.000507936 0.00221138 0.00431746 0.000135363
internal_weight=2958 2601 103 2498 2397 624 536 444 1773 1659 114 1621 1103 117 76 986 873 518 410 84 137 799 273 246 191 161 692 112 62 580
internal_count=2958 2601 103 2498 2397 624 536 444 1773 1659 114 1621 1103 117 76 986 873 518 410 84 137 799 273 246 191 161 692 112 62 580
cat_boundaries=0 29 49 50 52 82 85 111 112
cat_threshold=1342177280 8 4 0 0 0 0 0 1 0 0 33685504 10304 0 0 0 0 0 33558528 0 0 0 0 8 0 1073741824 0 0 128 16 2 0 0 1073741824 1 0 0 0 32768 0 0 0 1024 0 0 0 0 0 2048 2147500033 128 28688 0 0 0 134217728 0 0 0 0 0 0 0 2048 0 1048576 0 4096 0 0 0 8192 0 0 0 0 0 0 64 0 0 4096 32 0 524288 0 4 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 4194304 0 0 16384 25
is_linear=0
shrinkage=0.04


Tree=89
num_leaves=31
num_cat=13
split_feature=7 8 8 12 7 2 5 11 4 12 2 9 12 0 2 12 3 2 4 2 6 2 3 2 12 0 6 0 2 0
split_gain=1.84874 2.0728 0.734803 0.851235 0.718278 0.850336 0.597658 0.594142 1.30862 1.15838 1.14918 0.672074 0.628161 0.988342 0.612573 0.607771 0.569941 0.615152 0.476876 0.457787 0.451121 0.381977 0.369818 0.586638 0.360918 0.338974 0.291421 0.304542 0.531561 0.353321
threshold=0 1 2 3 4 60.500000000000007 3.5000000000000004 5 8400.0000000000018 6 105.50000000000001 7 8 35.600000000000009 41.500000000000007 9 2009.5000000000002 9.5000000000000018 13818465000.000002 7.5000000000000009 10 29.500000000000004 1994.5000000000002 14.500000000000002 11 39.07500000000001 12 32.500000000000007 16.500000000000004 16.750000000000004
decision_type=9 9 9 9 9 8 8 9 8 9 8 9 9 8 10 9 10 10 8 10 9 10 10 10 9 8 9 10 10 10
left_child=2 6 3 18 5 -3 19 9 -9 14 11 15 13 -10 21 -11 20 -18 -1 -2 -13 -6 -17 -24 -4 -16 27 28 29 -26
right_child=1 4 24 -5 7 -7 -8 8 12 10 -12 16 -14 -15 25 22 17 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.8263639854170019e-05 0.00045662221580266622 0.00073699347547342454 -0.0016964059967848159 -0.0010316238315364256 0.00057886444166103457 0.0031750193665988037 -0.0027275766333935475 0.0073673085252977171 0.01620249928603253 0.0002603492569210497 0.00042931653050454373 -0.00046404012342800505 -0.00031949283179322663 -0.00025697387513039352 0.00019804268638101385 -0.0019664039994906641 0.00016599054145172848 0.0038285967305527421 0.00082733305521451349 -0.00096118027275115246 0.00069099429060918624 0.00044134221631388011 -0.0028509344517801973 0.00017726847277959299 -0.0024639020316411585 -0.0012189235272308432 5.7452675745484076e-05 -0.0018467176942978023 -0.00068036251783935159 0.001423594926643513
leaf_weight=29 27 71 312 128 147 34 238 30 29 116 28 133 326 78 45 216 29 25 82 74 136 29 37 39 36 28 115 135 175 30
leaf_count=29 27 71 312 128 147 34 238 30 29 116 28 133 326 78 45 216 29 25 82 74 136 29 37 39 36 28 115 135 175 30
internal_value=-0.000104125 0.000633436 -0.00145109 0.000495999 0.00124512 0.00431034 -0.00216 0.00099595 -0.000194094 0.00153876 0.000732467 0.000431693 -0.000764978 0.00179661 0.00386154 -0.000649166 0.00176048 0.00552727 0.00291803 0.00035294 0.00105185 0.00528813 -0.00161056 0.000727272 -0.00202948 0.000918918 -0.00128287 -0.00181912 -0.00100827 0.00202985
internal_weight=2957 1915 1042 239 1576 105 339 1471 463 1008 759 731 433 107 249 408 323 54 111 101 269 176 292 76 803 73 491 376 241 66
internal_count=2957 1915 1042 239 1576 105 339 1471 463 1008 759 731 433 107 249 408 323 54 111 101 269 176 292 76 803 73 491 376 241 66
cat_boundaries=0 18 42 65 66 80 82 84 86 88 89 90 92 93
cat_threshold=131072 268435456 1677729792 2621444 34 134217728 33554432 805437440 33556480 402653184 8224 384 16 0 0 0 4112 33664 268435456 12 4 0 2147549184 0 262144 2147483648 0 0 0 0 2048 0 0 0 0 0 4096 0 2147483904 0 0 8 0 4 0 134217728 0 0 0 2147483648 0 0 0 2048 0 512 0 0 0 0 0 8192 384 0 4194304 34882 0 128 1048576 2048 0 0 0 8192 0 0 0 0 0 268435456 37 2147484672 17827872 32 0 18432 16811264 2 1026 340 68158562 2 266
is_linear=0
shrinkage=0.04


Tree=90
num_leaves=31
num_cat=17
split_feature=7 8 12 9 8 12 4 7 5 3 12 9 15 15 12 3 6 11 1 5 4 3 15 4 3 1 18 7 3 1
split_gain=2.4771 0.931559 0.706185 0.737475 0.639567 0.807126 0.691153 0.516707 0.499987 0.448293 0.372611 0.365417 0.351945 0.339838 0.585162 0.49399 0.480383 0.417696 0.358114 0.252823 0.289484 0.22212 0.197426 0.335726 0.294143 0.188273 0.148552 0.146364 0.140414 0.133086
threshold=0 1 2 3 4 5 6670500000.000001 6 5.5000000000000009 2022.5000000000002 7 8 9 10 11 1993.5000000000002 12 13 5.5000000000000009 1.5000000000000002 5828530000.000001 1980.5000000000002 14 3550.0000000000005 2009.5000000000002 5.5000000000000009 15 16 1991.5000000000002 5.5000000000000009
decision_type=9 9 9 9 9 9 10 9 8 8 9 9 9 9 9 10 9 9 10 10 8 10 9 10 10 10 9 9 10 10
left_child=10 8 3 22 5 6 -4 -7 -2 -5 12 -6 21 16 15 19 -13 -18 -16 20 -15 -1 24 -24 -3 -22 -11 28 -12 -9
right_child=1 2 4 9 11 7 -8 29 -10 26 27 13 -14 14 18 -17 17 -19 -20 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020692433918403322 0.00048708349254514743 4.1973095321543174e-06 0.00066389736746565262 0.0013090511540726976 -0.00032194393963387124 -0.00051206298164537835 -1.2723313108321637e-05 0.00030980565722439499 -0.0023378585422844989 -0.00035314473623390393 -3.5635094577823031e-05 -0.0001492708305864397 -0.0010713261767718487 -8.4717441713694913e-05 0.00024384033258771038 0.0046602960078699993 0.0022393475201601259 -0.00029076418188351302 0.0017880543701717846 0.00073641615327243147 5.3648591896556486e-05 0.00036250071274084456 -0.0019549896783337809 0.00017657589231959186 -0.0050123811288294564 -0.00051602508707828418 0.00021922044067864996 -0.0019446619299304867 -0.0051244792669543635 0.00014832724910565973
leaf_weight=86 68 255 90 29 112 105 28 168 210 29 79 109 127 35 91 29 176 125 33 41 93 31 152 27 33 42 57 361 25 36
leaf_count=86 68 255 90 29 112 105 28 168 210 29 79 109 127 35 91 29 176 125 33 41 93 31 152 27 33 42 57 361 25 36
internal_value=-0.000183144 0.00048901 0.000807974 -0.00035076 0.00132024 0.00258447 0.00533333 0.0013875 -0.00163322 0.00238095 -0.00221667 0.000686733 -0.00084706 0.000998725 0.00187733 0.000637449 0.000190023 0.00101282 0.00402963 -1.88689e-05 -0.000701755 0.000718749 -0.00106276 -0.00208421 -0.000374583 0.000147058 0.00110345 -0.00289916 -0.00118261 0.00253023
internal_weight=2882 2173 1895 582 1313 427 118 309 278 115 709 886 244 774 364 240 410 301 124 211 170 117 467 179 288 135 86 465 104 204
internal_count=2882 2173 1895 582 1313 427 118 309 278 115 709 886 244 774 364 240 410 301 124 211 170 117 467 179 288 135 86 465 104 204
cat_boundaries=0 18 44 46 48 71 72 80 82 84 85 86 88 89 90 91 92 109
cat_threshold=131072 268435600 1611923456 524804 32 134217728 0 805306368 2048 402661408 40992 128 268435584 0 0 0 1073741952 384 1342177280 0 4 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 8192 256 0 0 8 0 16384 83960864 2 0 22672 16 2048 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 4096 0 0 0 0 0 0 20971520 2050 0 0 0 0 2 0 0 131072 1097984 34 0 8240 75497472 75497472 49154 32 20 4 201326592 4 0 0 1610612736 524288 32 0 0 268435456 0 0 0 0 0 0 0 0 1073741952
is_linear=0
shrinkage=0.04


Tree=91
num_leaves=31
num_cat=13
split_feature=8 7 8 1 12 7 1 17 9 4 12 1 4 11 12 12 7 3 3 0 0 8 0 0 1 3 0 0 0 3
split_gain=2.10523 1.58946 1.16071 0.621867 0.682691 0.393046 0.491843 0.490091 0.687083 0.537461 0.519682 0.639488 0.507929 0.423192 0.52378 0.383747 0.35958 0.333948 0.324769 0.318633 0.360032 0.318203 0.31261 0.290747 0.256117 0.195606 0.224416 0.395884 0.171089 0.165314
threshold=0 1 2 2.5000000000000004 3 4 2.5000000000000004 5 6 2050.0000000000005 7 5.5000000000000009 539925000.00000012 8 9 10 11 2003.5000000000002 2006.5000000000002 36.900000000000006 35.250000000000007 12 43.175000000000004 39.07500000000001 4.5000000000000009 2011.5000000000002 27.750000000000004 35.850000000000009 40.250000000000007 2012.5000000000002
decision_type=9 9 9 10 9 9 8 9 9 10 9 10 10 9 9 9 9 10 8 8 10 9 10 10 10 8 10 10 10 8
left_child=3 21 -3 -1 17 23 -7 9 19 10 -8 -12 -11 14 -10 25 -17 22 -16 20 -9 24 -5 -4 -2 -15 -27 -28 -18 -25
right_child=1 2 5 4 -6 6 7 8 13 12 11 -13 -14 15 18 16 28 -19 -20 -21 -22 -23 -24 29 -26 26 27 -29 -30 -31
leaf_value=0.00025515417176741968 0.00022236839159488632 -0.00070670054786779138 1.1223767802820071e-05 0.0010525230043970891 9.264143804374414e-06 0.0068072582758771528 -0.00124568330114186 -0.00026837462295603131 -0.00032969881964356787 0.00073338244993970548 0.00024469112171863388 0.00029750075132079455 0.00044150417081165731 -0.00046707094225829839 -6.0407058046860578e-05 0.00067403122521461525 -0.0003668340254033061 -0.0005092150170279636 0.00064371888656820822 -0.0023403517305011102 0.00070071865806255423 -0.0012074229370540352 6.2560939583181519e-05 0.00011049013503688843 -0.00051057618507955487 -0.00076483653445005297 0.00083950615060699319 -0.0016288350531698851 9.6235447851820668e-05 0.0058246956355151756
leaf_weight=28 30 271 60 80 161 30 115 43 122 28 145 27 48 43 57 103 222 26 220 180 25 387 27 26 86 189 28 81 31 34
leaf_count=28 30 271 60 80 161 30 115 43 122 28 145 27 48 43 57 103 222 26 220 180 25 387 27 26 86 189 28 81 31 34
internal_value=-0.000139473 -0.000516276 -3.36615e-05 0.00285886 0.00238644 0.000327622 0.000167047 7.72824e-05 -0.000277492 0.00135829 0.000597221 0.0019235 0.00436364 0.000158987 0.00118049 -0.000435029 0.000479563 0.00436111 0.002125 -0.00213128 0.000115941 -0.00251362 0.00566667 0.00244275 -0.000503938 -0.001375 -0.00104348 0.000399999 -0.000348486 0.00459016
internal_weight=2953 2631 2128 322 294 1857 1737 1707 1344 363 287 172 76 1096 399 697 356 133 277 248 68 503 107 120 116 341 298 109 253 60
internal_count=2953 2631 2128 322 294 1857 1737 1707 1344 363 287 172 76 1096 399 697 356 133 277 248 68 503 107 120 116 341 298 109 253 60
cat_boundaries=0 27 45 72 73 81 82 84 85 86 88 90 99 129
cat_threshold=16 2 0 0 2147549184 0 524288 0 0 32768 0 2048 0 1048576 268435456 0 0 0 0 8192 2147483776 0 4194304 0 0 0 64 131073 0 570425344 524804 524320 8192 0 809500672 0 8224 40992 2097280 0 268435456 0 0 1073746048 768 1342177280 2056 4 0 0 0 0 0 0 0 0 4 2112 0 0 0 0 0 0 0 0 0 0 8 0 16384 4 98370 0 129 67108864 0 0 0 0 8192 56 0 28688 98368 4 163904 32 16854304 2 0 0 0 0 0 0 131072 0 2048 0 0 0 0 0 0 0 0 0 0 0 131072 2048 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=92
num_leaves=31
num_cat=13
split_feature=11 7 7 9 12 6 1 9 1 0 0 1 9 12 0 12 13 0 0 0 1 5 1 0 6 3 7 3 0 3
split_gain=0.990334 0.878263 0.583288 1.41451 0.908202 0.515808 0.783567 0.491766 0.93709 0.519838 0.448876 0.485883 0.411825 0.399802 0.319475 0.317677 0.433819 0.301663 0.319309 0.263875 0.257204 0.449356 0.249851 0.24866 0.370398 0.283411 0.271718 0.214873 0.214082 0.179318
threshold=0 1 2 3 4 5 4.5000000000000009 6 1.5000000000000002 35.850000000000009 24.500000000000004 5.5000000000000009 7 8 42.710000000000008 9 10 24.500000000000004 15.500000000000002 30.500000000000004 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 40.675000000000004 11 2017.5000000000002 12 2006.5000000000002 40.250000000000007 2014.5000000000002
decision_type=9 9 9 9 9 9 10 9 10 10 10 8 9 9 10 9 9 10 10 10 10 10 10 10 9 8 9 10 10 8
left_child=-1 12 14 4 5 -4 -7 8 9 -6 -5 -12 -2 -14 19 22 23 18 -8 -3 -9 -22 -10 24 26 -26 -17 -15 -11 -21
right_child=1 2 3 10 7 6 17 20 15 28 11 -13 13 27 -16 16 -18 -19 -20 29 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0011591204711261325 -0.0012256938334332603 9.2767385643807186e-06 -0.0003003969313338954 -0.0019972518205248237 0.0029620495340550775 -0.00024074391447618734 0.0004185935666168655 -0.00041085263248313354 0.0002825104479320991 -0.00092987932757909069 0.00042996712762893261 0.00050196666697719132 -0.0013383946803852279 1.161599867830478e-05 -3.2920331770357372e-05 0.00015471347769754933 0.0001610349827855497 0.0016169886604897943 -0.0008484292246958838 0.000518742650741131 -0.00055593143185995487 0.00040161243155626 -0.0015123807638517687 -0.0020327781637654654 0.00098033805250703049 -0.00087524831592695779 -0.0013091499434095173 -0.00025329101605780206 0.00079619347748132591 0.00048561869994754578
leaf_weight=306 110 59 125 31 30 47 73 348 28 36 161 45 111 185 31 117 101 107 47 36 34 30 236 54 44 78 176 33 30 94
leaf_count=306 110 59 125 31 30 47 73 348 28 36 161 45 111 185 31 117 101 107 47 36 34 30 236 54 44 78 176 33 30 94
internal_value=-0.000235055 1.96365e-05 0.000347668 0.000124685 -0.000276257 0.00137561 0.00232982 -0.000774576 -0.000255049 0.00346392 0.00295161 0.00374879 -0.00159111 -0.000811766 0.00225108 -0.000689821 -0.000137695 0.00338596 0.00198347 0.00296842 -0.00191017 0.00036923 -0.00180364 -0.000658334 -0.000336539 0.00144361 -0.00109211 0.000209606 0.00143283 0.00396946
internal_weight=2943 2637 2198 1978 1741 399 274 1342 930 96 237 206 439 329 220 834 570 227 120 189 412 64 264 469 415 122 293 218 66 130
internal_count=2943 2637 2198 1978 1741 399 274 1342 930 96 237 206 439 329 220 834 570 227 120 189 412 64 264 469 415 122 293 218 66 130
cat_boundaries=0 3 19 36 38 39 40 42 44 46 47 48 49 58
cat_threshold=2147532802 590336 4097 147458 0 536879104 524292 32 0 0 536870912 2048 134225920 40960 384 268435472 268435456 0 32 268435456 268435457 67108864 2099200 65536 134217792 0 8192 0 0 0 0 0 0 0 0 1073741952 0 30756 68291616 198 0 10272 0 12448 67182592 32 16826624 6 284 0 0 0 0 0 0 0 131072 65536
is_linear=0
shrinkage=0.04


Tree=93
num_leaves=31
num_cat=12
split_feature=8 3 8 12 12 0 3 6 3 12 3 6 12 3 3 17 0 0 8 1 17 0 12 0 0 1 1 3 0 0
split_gain=1.91312 1.11072 0.780408 0.711019 0.58806 0.629037 0.63998 0.49295 0.720369 0.445996 0.383631 0.346888 0.459729 0.438263 0.431445 0.346649 0.404447 1.01172 0.352658 0.335621 0.314904 0.387848 0.298048 0.266752 0.264779 0.260929 0.256394 0.255983 0.226885 0.562509
threshold=0 2002.5000000000002 1 2 3 45.425000000000004 2015.5000000000002 4 2010.5000000000002 5 2014.5000000000002 6 7 1.0000000180025095e-35 1999.5000000000002 8 18.500000000000004 35.600000000000009 9 4.5000000000000009 10 30.500000000000004 11 28.500000000000004 42.710000000000008 4.5000000000000009 1.5000000000000002 1971.5000000000002 42.960000000000008 40.250000000000007
decision_type=9 8 9 9 9 8 10 9 8 9 10 9 9 10 10 9 10 10 9 10 9 10 9 10 10 10 10 10 10 10
left_child=1 -1 23 -3 5 6 7 9 -9 25 15 12 -6 20 19 28 -17 -18 24 -14 -13 22 -22 -2 -19 -4 -11 -21 29 -5
right_child=2 3 4 10 11 -7 -8 8 -10 26 -12 13 14 -15 -16 16 17 18 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048640832333194365 -2.3871258751914405e-05 -0.0013673659170265581 -0.00080023646545827789 -0.000411861813912483 -0.0006145915304522964 -0.0056107979799708352 0.00056347817122578351 0.0046594904330443587 0.00026992422299852009 6.2233166292336645e-06 -0.0011601257916907283 -0.0014501860344558915 -0.00026465376454049851 -0.0012257146578710466 0.0006473859083997879 -6.8833517368674514e-07 0.0010285453501520255 -0.00015488896495298698 0.00055989708895851933 0.00032248444823711913 3.0913107237251868e-05 0.00015480004257020883 -0.0016096997937372439 -0.0025977591882022782 0.00020593662520817165 0.00038370875935945993 -0.0007581432066129072 -0.0011829064470684661 -0.00066734202275185955 0.00076402726147269573
leaf_weight=29 59 109 30 57 135 42 29 34 189 25 26 107 25 219 63 56 25 52 121 131 106 360 238 289 50 79 177 27 39 26
leaf_count=29 59 109 30 57 135 42 29 34 189 25 26 107 25 219 63 56 25 52 121 131 106 360 238 289 50 79 177 27 39 26
internal_value=-8.66338e-05 0.00193012 -0.000596211 0.00155872 -0.000288111 0.000746752 0.00111347 0.000792522 0.00217094 -0.00026087 0.00222894 -0.000734178 0.000295917 -0.00111431 0.00130739 0.00256674 0.00325079 0.00404819 0.00316071 0.000369564 -0.000694582 -0.000358043 -0.00132174 -0.00231755 0.00099115 0.0017 -0.00135211 0.0010566 0.000541353 0.0017619
internal_weight=2954 590 2364 561 2016 605 563 534 223 311 452 1411 381 1030 246 426 304 248 223 183 811 704 344 348 102 109 202 158 122 83
internal_count=2954 590 2364 561 2016 605 563 534 223 311 452 1411 381 1030 246 426 304 248 223 183 811 704 344 348 102 109 202 158 122 83
cat_boundaries=0 30 57 58 60 61 63 64 66 67 88 89 90
cat_threshold=16 2050 0 0 2147549184 1 0 0 0 32768 0 2052 0 1050112 0 0 0 0 0 10240 128 0 4194304 0 0 1073741824 64 0 0 4096 1342177280 12 4 0 0 0 0 2147483648 0 0 0 33685504 2112 0 0 0 0 0 33554432 0 0 524288 0 8 0 0 4 68297760 68321568 2 92 1179648 2 146 16795712 32 24 0 0 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 0 8192 128 7 16779330
is_linear=0
shrinkage=0.04


Tree=94
num_leaves=31
num_cat=12
split_feature=7 8 7 2 2 0 8 2 7 12 0 0 2 0 2 6 17 11 2 2 3 12 13 2 2 2 2 3 12 2
split_gain=2.29097 1.62329 0.997244 0.980975 0.738554 0.725863 0.666774 0.581871 0.506884 0.499201 0.608116 0.761042 0.570549 1.00206 0.582586 0.396208 0.566515 0.390788 0.384379 0.634778 0.453588 0.381836 0.358008 0.430378 0.327086 0.358876 0.313976 0.28415 0.267091 0.222725
threshold=0 1 2 37.500000000000007 478.50000000000006 8.5000000000000018 3 53.500000000000007 4 5 14.500000000000002 39.07500000000001 40.500000000000007 29.500000000000004 79.500000000000014 6 7 8 56.500000000000007 46.500000000000007 2024.5000000000002 9 10 4.5000000000000009 17.500000000000004 12.500000000000002 11.500000000000002 2020.5000000000002 11 11.500000000000002
decision_type=9 9 9 10 8 8 9 10 9 9 10 10 8 10 10 9 9 9 10 8 8 9 9 10 8 10 10 8 9 10
left_child=-1 4 3 -3 7 -4 21 27 28 10 -10 12 13 -12 -14 16 -11 -13 19 20 -18 -7 24 -24 25 -17 -25 -2 -8 -29
right_child=1 2 5 -5 -6 6 8 -9 9 15 11 17 14 -15 -16 22 18 -19 -20 -21 -22 -23 23 26 -26 -27 -28 29 -30 -31
leaf_value=-0.0015235375615180059 0.0012026566752147408 -0.0013224160300141475 0.0066557911582345872 0.00041771806267332099 0.00073025061337540385 -0.0004623572259202616 -0.00089659927222509629 -0.00099518934593915455 -0.00029548713210224726 -0.0005449177403111196 0.00027736655574186239 0.0004475727329072358 -0.00091070549214968422 0.010087272395890226 0.0003269192050795329 -0.00053905625268736203 0.00019560077927353631 -0.0012144410862536157 -4.0317996492869564e-05 0.0033519084666603742 -0.00010524599851983081 -0.0020880740246111179 -0.00084563207840917696 0.00085194440243001855 -0.0023703057103174547 0.0010355425341395715 -3.6735119500074935e-05 0.00019630364938266341 -0.00019355207115043517 1.6392200459021535e-05
leaf_weight=434 27 53 39 60 50 125 115 62 47 155 116 140 65 35 48 119 43 100 67 28 78 201 52 46 155 34 195 51 145 36
leaf_count=434 27 53 39 60 50 125 115 62 47 155 116 140 65 35 48 119 43 100 67 28 78 201 52 46 155 34 195 51 145 36
internal_value=-0.00017933 0.000293033 -3.69728e-05 0.00345161 0.00344304 -0.000237148 -0.000339337 0.00235028 -2.89865e-05 0.000252933 0.00120285 0.00163168 0.00310943 0.00471053 0.000947367 -0.000292982 0.000722512 -9.49717e-10 0.00200881 0.00322667 0.00193443 -0.00197033 -0.00092157 9.21043e-05 -0.0018558 -0.000597404 0.000809916 0.00403478 -0.00162362 0.00286364
internal_weight=2921 2487 2261 113 226 2148 2109 176 1783 1523 551 504 264 151 113 972 371 240 216 149 121 326 601 293 308 153 241 114 260 87
internal_count=2921 2487 2261 113 226 2148 2109 176 1783 1523 551 504 264 151 113 972 371 240 216 149 121 326 601 293 308 153 241 114 260 87
cat_boundaries=0 18 47 64 90 107 109 110 111 112 113 114 116
cat_threshold=16384 161 1074012160 526848 2 2 0 805306368 0 8224 32 128 0 0 67108864 32 0 33024 16 2050 0 0 2147483648 0 0 0 0 32768 0 0 0 0 0 4096 0 0 0 10240 0 0 4194304 0 0 16384 0 0 524288 0 268435456 0 8192 0 64 0 8192 33554432 16 0 0 0 268435456 0 0 128 1342177280 8 4 0 0 0 262144 0 0 0 0 2048 2048 0 0 0 0 0 0 0 128 0 0 0 0 32768 131073 0 1048576 4 0 0 0 0 2048 0 8192 0 0 0 0 0 4112 68167968 32 400 24 4 67207488 2 16818208 32
is_linear=0
shrinkage=0.04


Tree=95
num_leaves=31
num_cat=13
split_feature=7 12 7 17 4 0 14 6 4 11 3 12 3 4 12 3 0 12 4 6 3 4 9 1 0 12 0 4 0 0
split_gain=1.39165 0.877316 0.636876 0.507238 0.666908 0.529344 0.493582 0.528335 0.452874 0.388866 0.404543 0.360755 0.54513 0.353301 0.352243 0.350949 0.470258 0.329801 0.326401 0.29652 0.455908 0.265236 0.23207 0.268395 0.231688 0.171077 0.170409 0.162363 0.160701 0.155913
threshold=0 1 2 3 2867949500.0000005 48.175000000000004 4 5 575.00000000000011 6 2001.5000000000002 7 2004.5000000000002 9530980000.0000019 8 2009.5000000000002 35.850000000000009 9 15.000000000000002 10 2007.5000000000002 1525190000.0000002 11 3.5000000000000004 36.900000000000006 12 40.250000000000007 22.000000000000004 36.900000000000006 35.850000000000009
decision_type=9 9 9 9 8 8 9 9 10 9 10 9 10 8 9 10 10 9 10 9 8 8 9 8 10 9 10 10 10 10
left_child=9 19 13 4 -4 6 7 17 11 10 27 12 -9 -3 28 16 -13 18 -5 20 -2 -8 23 -21 -22 26 -11 -1 -15 -16
right_child=1 2 3 5 -6 -7 21 8 -10 25 -12 15 -14 14 29 -17 -18 -19 -20 22 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020887546840528436 -0.0033770321613985008 -0.0033179656125008217 0.00082552267282077596 7.9884714786195832e-05 0.00024654100772264389 -0.0056266151803379041 0.0088012646284530358 0.00020688404970790181 0.00050063419654350209 -0.0012292662621780845 -0.0016865643986948026 8.6833573394823606e-05 -0.0010845572166817837 0.000110729563882512 0.00067700232832731326 0.00060840134089949977 -0.00084577024581650704 -0.0013021343387373543 -0.002111204836487949 5.6074560406586098e-05 0.0021299053523860696 -0.00033574766179413019 0.00013370956172723377 -0.0015799039856262073 1.2589567378185458e-05 -0.0014949914494030256 0.00013421734469126553 -0.00232480895729945 -3.2274027152033446e-05 0.0010781840990986191
leaf_weight=140 27 31 34 172 108 49 26 182 26 53 58 126 55 45 27 35 125 108 39 68 44 159 118 440 80 344 50 25 70 99
leaf_count=140 27 31 34 172 108 49 26 182 26 53 58 126 55 45 27 35 125 108 39 68 44 159 118 440 80 344 50 25 70 99
internal_value=-0.000233469 0.000237846 0.000796332 0.000401593 0.00256209 0.000100628 0.000292219 0.000691694 0.00143571 -0.00182085 -0.000393163 0.00119847 0.00230645 0.0025159 0.00312397 0.000188551 -0.000333334 -0.00059394 0.000342341 -0.000847717 0.000716048 -0.00153061 -0.00123077 -0.00160308 0.001792 -0.00250655 -0.000807018 0.000602409 0.00111111 0.00449635
internal_weight=2963 2293 1516 1244 142 1102 1053 868 549 670 223 523 237 272 241 286 251 319 211 777 151 185 626 508 124 447 103 165 115 126
internal_count=2963 2293 1516 1244 142 1102 1053 868 549 670 223 523 237 272 241 286 251 319 211 777 151 185 626 508 124 447 103 165 115 126
cat_boundaries=0 18 20 37 38 39 40 42 43 45 47 48 50 51
cat_threshold=131072 144 1073750016 524804 34 8258 0 536870912 2048 134225952 8224 128 16 268435456 0 32 128 384 85025792 2 0 1 68157440 2048 0 134217728 0 268435456 65536 16 0 256 0 0 0 0 1073745920 52 8193 324 32772 2147483648 2114 133184 32 131106 32 20 0 22544 1048578
is_linear=0
shrinkage=0.04


Tree=96
num_leaves=31
num_cat=9
split_feature=8 3 8 7 7 3 4 12 2 1 2 4 12 4 11 2 0 3 2 2 3 3 11 2 2 12 2 2 2 2
split_gain=1.69217 1.28271 1.27539 1.05919 0.646884 0.580254 0.540248 0.531503 0.567626 1.24014 0.520029 0.506218 0.365379 0.342819 0.376036 0.535855 0.336541 0.333213 0.466245 0.516136 0.399629 0.318984 0.290264 0.606709 0.432787 0.269753 0.281343 0.26577 0.264257 0.244411
threshold=0 2014.5000000000002 1 2 3 1984.5000000000002 2114435000.0000002 4 4.5000000000000009 5.5000000000000009 2.5000000000000004 1511170000.0000002 5 2050.0000000000005 6 8.5000000000000018 20.500000000000004 2016.5000000000002 69.500000000000014 59.500000000000007 2011.5000000000002 2003.5000000000002 7 17.500000000000004 13.500000000000002 8 15.500000000000002 9.5000000000000018 38.500000000000007 29.500000000000004
decision_type=9 8 9 9 9 10 8 9 8 8 10 8 9 8 9 10 10 10 10 10 10 8 9 8 8 9 10 10 8 8
left_child=1 -1 16 5 6 28 -5 13 9 10 -9 -3 -8 -6 21 -16 -2 18 19 20 22 -15 23 -10 27 29 -27 -24 -4 -26
right_child=2 11 3 4 7 -7 12 8 17 -11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0011278956079999994 0.002375725500567207 -0.0032867689400821261 0.0023499276756995453 0.00027037402117442727 -0.0016584443844839577 1.5410336411594962e-05 -0.00032458306747063171 -0.0019808249405697314 -0.00076353795728678728 0.0012504229939776759 0.00079027820107851186 0.0001781295803223847 -0.00091296699120930558 0.0024354450223835707 -0.001692614505872302 0.00039764979494573817 -0.0022146092798593377 -0.0014049331445419571 -0.00022112078943360242 0.0010108993833627558 0.0023609842748610159 -0.00084064215385534812 0.00045553933327014339 9.3405134198663173e-05 -0.00071429680131614994 -0.00028190839152326204 0.00022190738211011438 0.0010499607101522204 0.0021382827948724908 0.00045774963582906515
leaf_weight=28 39 29 25 41 47 42 143 64 170 39 50 174 206 37 59 119 336 69 215 26 35 374 28 201 33 42 135 32 33 77
leaf_count=28 39 29 25 41 47 42 143 64 170 39 50 174 206 37 59 119 336 69 215 26 35 374 28 201 33 42 135 32 33 77
internal_value=8.40954e-05 0.00328926 -0.000200881 0.000149595 -3.906e-05 0.00396396 -0.00149626 0.000274825 0.000762835 0.00303896 0.000904347 0.00229412 -0.00204572 -0.000655333 -0.000400001 0.00110053 -0.00233161 0.000439849 0.000627135 0.00108205 0.000885941 -0.00105213 0.000678719 -0.000115184 0.00148603 0.000874999 -0.000148937 0.00459016 0.00691525 0.00231405
internal_weight=2948 231 2717 2342 2242 100 390 1852 1216 153 114 203 349 636 589 178 375 1063 994 779 753 411 718 371 347 287 177 60 58 110
internal_count=2948 231 2717 2342 2242 100 390 1852 1216 153 114 203 349 636 589 178 375 1063 994 779 753 411 718 371 347 287 177 60 58 110
cat_boundaries=0 27 53 70 88 89 91 93 96 97
cat_threshold=16 2050 0 134217728 2147549184 0 0 0 0 32768 0 2048 8192 0 0 0 0 0 0 10240 0 524288 0 0 0 0 64 3489660928 12 4 0 0 0 0 0 1 0 0 131072 2112 1048576 0 0 0 0 33558528 0 0 0 0 0 0 16384 268435458 0 8192 8192 0 64 0 8192 0 0 0 256 0 0 0 0 128 1 128 68157440 524292 32 0 0 0 0 32 8224 128 16 0 0 0 1073745920 384 16821312 59648 32 36 1024 49156 0 524288 1196034
is_linear=0
shrinkage=0.04


Tree=97
num_leaves=31
num_cat=10
split_feature=8 7 7 2 8 9 2 2 4 2 2 3 11 3 4 8 5 3 2 11 15 0 2 2 2 2 0 3 2 9
split_gain=1.63886 1.29256 0.797489 0.87256 0.866183 0.645127 0.640037 0.612424 0.527699 0.453652 0.449867 0.446062 0.386594 0.319525 0.317614 0.315041 0.301298 0.294663 0.261373 0.253359 0.482342 0.430056 0.383526 0.507067 0.316257 0.317713 0.35375 0.305591 0.282257 0.250224
threshold=0 1 2 83.500000000000014 3 4 131.00000000000003 45.500000000000007 107371.50000000001 7.5000000000000009 6.5000000000000009 2020.5000000000002 5 2007.5000000000002 1188.0000000000002 6 5.5000000000000009 2020.5000000000002 14.500000000000002 7 8 15.500000000000002 22.500000000000004 13.500000000000002 2.5000000000000004 41.500000000000007 36.400000000000006 1999.5000000000002 29.500000000000004 9
decision_type=9 9 9 8 9 9 10 8 8 10 10 8 9 10 8 9 8 10 10 9 9 8 10 8 10 10 10 8 10 9
left_child=6 -2 3 16 -4 12 7 10 -7 -10 -1 13 -6 -11 -14 -16 -3 19 -18 24 22 28 23 -21 -17 26 -26 -23 -22 -29
right_child=1 2 4 -5 5 8 -8 -9 9 11 -12 -13 14 -15 15 17 18 -19 -20 20 21 27 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-8.5161071356198568e-06 -0.00059433658528782233 0.00029029032772921764 -0.0028506689782668653 0.0016112730112513513 -0.0011828782455249284 0.0010189701705071534 0.00029534419108865565 -0.0012972504059824788 0.00051143552023316045 -0.00087739338025478899 0.00012922807596743414 -4.3887999876988113e-05 -0.0012191323305195834 0.00015303236741420675 -0.0026087735393042293 -0.0040538523815939987 0.00035648194318173287 0.0010065409276014698 -5.7160617039160044e-05 0.00020192754364370223 0.00014171595819889688 -0.0053021650186748951 0.00078325106503396834 -0.0022455537963948307 0.00039850934431551204 -0.002138719813272958 -0.0029023258904713155 4.1993088915259523e-05 0.00044321125739522433 -0.0011256917946040918
leaf_weight=43 439 31 106 44 136 61 39 62 111 36 91 172 90 27 100 38 45 28 95 57 28 31 48 31 187 159 35 425 37 115
leaf_count=43 439 31 106 44 136 61 39 62 111 36 91 172 90 27 100 38 45 28 95 57 28 31 48 31 187 159 35 425 37 115
internal_value=0.000207597 -7.63873e-05 0.000309982 0.00256637 6.18647e-05 0.000260824 0.00333333 0.00251777 0.0016555 0.00108357 0.00402963 8.47448e-05 -0.000115682 0.0029375 8.7323e-05 0.000245454 0.00137209 0.000426015 0.000567375 0.000332214 0.000756065 0.000272024 0.00282993 0.0014382 -0.000455815 -0.000115184 0.000860986 -7.6924e-05 0.00333333 0.000147873
internal_weight=2947 2712 2273 215 2058 1952 235 196 407 346 134 235 1545 63 1409 1319 171 1219 140 1191 772 636 136 88 419 381 222 571 65 540
internal_count=2947 2712 2273 215 2058 1952 235 196 407 346 134 235 1545 63 1409 1319 171 1219 140 1191 772 636 136 88 419 381 222 571 65 540
cat_boundaries=0 27 45 62 88 90 93 117 119 120 122
cat_threshold=16 2050 0 0 65536 0 0 0 0 32768 0 2048 0 1048576 268435456 0 0 0 0 10240 0 524288 4194304 0 0 0 64 1 0 1073741824 512 524320 134217728 0 536870912 33556480 134217728 40960 2097280 16 0 0 0 1073745920 256 131074 0 67108864 2097152 65536 64 0 268443648 0 0 0 320 0 268435456 0 0 128 268435456 12 4 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 0 14484 49152 0 524288 0 0 0 0 2147483648 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 0 8 32 1024 2281701376 0 6272
is_linear=0
shrinkage=0.04


Tree=98
num_leaves=31
num_cat=9
split_feature=7 8 7 0 0 4 4 4 9 2 7 9 2 3 2 2 2 7 9 8 5 2 3 1 2 2 0 0 2 4
split_gain=1.74647 1.22669 0.967994 0.736907 0.474002 0.469634 0.623326 0.6884 0.526222 0.554904 0.484144 0.482672 0.463698 0.449495 0.424147 0.403946 0.451349 0.386261 0.389215 0.374764 0.523395 0.496307 0.636866 0.408821 0.367078 0.28982 0.464351 0.34235 0.302457 0.319091
threshold=0 1 2 8.5000000000000018 45.425000000000004 40797.000000000007 6050.0000000000009 45.000000000000007 3 144.50000000000003 4 5 18.500000000000004 2024.5000000000002 40.500000000000007 8.5000000000000018 11.500000000000002 6 7 8 3.5000000000000004 11.500000000000002 2018.5000000000002 5.5000000000000009 4.5000000000000009 9.5000000000000018 16.750000000000004 31.500000000000004 20.500000000000004 30474295000.000004
decision_type=9 9 9 10 10 10 10 10 9 10 9 9 10 8 8 8 10 9 9 9 8 8 10 10 10 10 10 10 10 8
left_child=17 4 -3 -4 15 6 7 8 10 13 12 19 -5 -10 -15 -2 -17 -1 -19 20 -12 22 23 24 -21 26 -20 -28 -27 -30
right_child=1 2 3 5 -6 -7 -8 -9 9 -11 11 -13 -14 14 -16 16 -18 18 25 21 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.0013068323158286499 -0.00011502209332663819 0.0035199518281212117 0.019610640468506149 0.00028306777204411697 -0.0020771776194103216 -0.00030655506682919053 0.00069237395287337063 -0.00090092758500609157 0.00089027009853729494 -0.0028419474422071013 0.0013005127111324791 -0.0015226697627655323 -2.9034061562500293e-05 -0.0001604542444247957 0.00051015018530441831 0.000858336108352516 0.00016403035076263217 -0.0022888317096838983 -0.0025758937886286699 -0.0001974826149134009 -0.0027759239579920082 -1.5052079707680696e-05 -0.0035177168143672834 0.00035525815747823142 0.0010509571179155828 -0.002204943071627019 0.0017108379867220031 0.00011821016280062314 -0.0054392435888695554 -1.3737033705042596e-05
leaf_weight=125 48 109 26 41 41 50 34 138 88 25 45 125 66 110 49 78 166 101 39 59 89 449 26 33 79 182 39 79 39 384
leaf_count=125 48 109 26 41 41 50 34 138 88 25 45 125 66 110 49 78 166 101 39 59 89 449 26 33 79 182 39 79 39 384
internal_value=1.07989e-05 0.000697228 0.000239708 -3.11092e-05 0.00287209 -0.000148641 -1.64732e-05 -0.000146171 0.00014319 0.00166784 -0.000281526 -0.000589521 0.00213559 0.00230645 0.001025 0.00352218 0.00417959 -0.00135335 -0.0010206 -0.000202277 -0.00204138 0.000207001 0.00187879 0.00276744 0.00178417 -0.000683054 0.000835442 0.00208403 -0.00108911 -0.000500001
internal_weight=2962 1974 1641 1532 333 1506 1456 1422 1284 272 1012 905 107 247 159 292 244 988 863 780 134 646 197 171 138 762 157 118 605 423
internal_count=2962 1974 1641 1532 333 1506 1456 1422 1284 272 1012 905 107 247 159 292 244 988 863 780 134 646 197 171 138 762 157 118 605 423
cat_boundaries=0 18 47 57 59 76 78 96 98 125
cat_threshold=0 128 1318912 524804 524320 8194 0 537001984 67584 134225920 40992 384 268435600 0 0 32 0 256 16 1050628 0 0 2147483648 0 0 0 0 32768 0 2048 0 1049088 0 4096 0 0 0 10240 128 0 4194304 0 0 0 0 0 524288 268566528 1 0 8192 0 0 0 8192 0 32 1073741824 22560 0 0 67108864 2097152 0 0 0 268435456 0 0 0 0 0 0 0 0 1073741840 0 6176 0 0 1310720 512 0 2 0 0 0 0 32768 0 268435600 0 0 32 0 256 128 12304 0 8 0 0 0 0 262144 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 64
is_linear=0
shrinkage=0.04


Tree=99
num_leaves=31
num_cat=8
split_feature=8 7 7 8 4 4 4 5 9 11 2 3 9 2 3 2 4 2 4 2 2 2 2 1 3 4 18 4 2 2
split_gain=1.36749 1.01061 0.729173 0.575753 0.443447 0.916176 0.30399 0.320501 0.302036 0.418076 0.408641 0.410526 0.459386 0.430937 0.403082 0.360676 0.329683 0.376325 0.32869 0.387638 0.385099 0.296869 0.294815 0.291633 0.252377 0.233374 0.253237 0.215551 0.205629 0.446726
threshold=0 1 2 3 40797.000000000007 5965.0000000000009 2331015000.0000005 1.0000000180025095e-35 4 5 2.5000000000000004 2010.5000000000002 6 74.500000000000014 2012.5000000000002 46.500000000000007 1.0000000180025095e-35 7.5000000000000009 15.000000000000002 10.500000000000002 7.5000000000000009 147.50000000000003 19.500000000000004 5.5000000000000009 1992.5000000000002 13818465000.000002 7 2050.0000000000005 2.5000000000000004 4.5000000000000009
decision_type=9 9 9 9 10 10 10 10 9 9 8 8 9 10 10 10 10 8 10 10 8 10 8 8 10 8 9 8 8 10
left_child=2 -2 25 -3 5 8 7 22 14 24 -11 13 16 15 27 -12 17 -13 19 20 -14 -19 -4 -24 -10 -1 -27 -5 -29 -30
right_child=1 3 6 4 -6 -7 -8 -9 9 10 11 12 18 -15 -16 -17 -18 21 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00016490712883366842 -0.00080004095437087629 -0.0018904487893261516 0.00027664914685038039 -0.0015976427703477151 -0.0020776314528447716 0.00050430162539102366 1.4560790002245969e-05 -0.001572084816556969 -7.1948466775179431e-05 0.0007784010937285699 0.00035228593013528811 0.0002321187017358683 -0.00034275205513664871 -0.00099998313120444127 0.00085041471992146074 0.00042144739577756483 -0.0010017288549968785 -1.5374948299182735e-05 0.0023670384365161727 -0.00010287720004749887 0.0017619329702114666 0.0018807993363633214 0.00048207495459294455 0.0019748199951790868 -0.0010652164935988715 -0.0007028926400051462 6.8244182086784052e-05 -0.0043478785634349908 0.00041097273445241372 -0.00037195228313447945
leaf_weight=31 323 275 82 39 73 38 45 29 414 46 99 65 38 49 39 31 38 348 33 93 45 34 78 29 67 40 45 31 44 301
leaf_count=31 323 275 82 39 73 38 45 29 414 46 99 65 38 49 39 31 38 348 33 93 45 34 78 29 67 40 45 31 44 301
internal_value=-4.3494e-05 -0.000377623 0.0021641 -7.10805e-05 0.000172064 0.0002916 0.00331387 0.00405479 0.00016388 0.000453578 0.000950537 0.000764301 0.000322301 0.00246667 -0.000722582 0.00366412 -0.000362904 -6.2501e-05 0.00183636 0.00122034 0.00319048 -0.000543082 0.00465263 0.00603704 -0.000495936 -0.000503938 -0.00162791 -0.00110577 -0.000806367 -0.000520232
internal_weight=2942 2563 379 2240 1965 1892 263 218 1854 1400 919 873 694 179 454 130 485 447 209 176 83 382 189 107 481 116 85 415 376 345
internal_count=2942 2563 379 2240 1965 1892 263 218 1854 1400 919 873 694 179 454 130 485 447 209 176 83 382 189 107 481 116 85 415 376 345
cat_boundaries=0 26 44 55 84 86 88 90 91
cat_threshold=16 2050 0 0 2147483648 1 0 0 0 32768 0 2048 8192 1049088 268435456 0 0 0 0 0 0 0 4194304 0 0 16384 0 0 1048576 516 0 0 0 268435456 0 32 32800 128 16 0 0 0 1073745920 384 0 0 0 0 34 0 131072 0 65536 0 8192 1342177280 8 4 0 0 0 0 0 0 0 0 131072 2112 0 0 0 0 0 0 0 256 0 0 0 0 0 0 0 524288 1073741825 20608 49184 512 0 2064 4
is_linear=0
shrinkage=0.04


Tree=100
num_leaves=31
num_cat=12
split_feature=7 8 9 8 7 12 2 9 2 2 5 2 3 6 12 2 12 6 2 3 2 2 3 6 2 2 2 2 2 2
split_gain=1.60252 1.46416 1.28356 0.820661 1.2019 0.829345 0.548363 0.525848 0.719375 0.47017 0.38011 0.716644 0.379113 0.375283 0.345251 0.386258 0.322619 0.453242 0.542069 0.32124 0.239144 0.434076 0.235431 0.248437 0.6348 0.403208 0.692044 0.235189 0.280353 0.232739
threshold=0 1 2 3 4 5 36.500000000000007 6 8.5000000000000018 151.50000000000003 5.5000000000000009 11.500000000000002 2003.5000000000002 7 8 6.5000000000000009 9 10 19.500000000000004 1.0000000180025095e-35 5.5000000000000009 24.500000000000004 2009.5000000000002 11 11.500000000000002 46.500000000000007 69.500000000000014 10.500000000000002 47.500000000000007 84.500000000000014
decision_type=9 9 9 9 9 9 10 9 10 10 8 10 10 9 9 8 9 9 10 10 8 10 10 9 8 10 10 10 10 8
left_child=13 2 -2 10 6 7 -5 8 -6 12 11 -3 16 -1 -15 -16 17 -9 -19 -10 -18 -22 23 24 -7 -26 -27 -4 -29 -17
right_child=1 3 27 4 5 22 -8 9 19 -11 -12 -13 -14 14 15 29 20 18 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0026854075800334886 -5.9091309825582345e-05 0.00038177838741312512 0.00082370277442126263 0.002143922617045151 -0.00060707445153893643 0.00069559853713381926 0.0019530601732282592 0.00016282825548074066 0.00059696568951793664 -0.0014778773108260963 -0.0020586138111395556 -0.0018930260125621249 -0.00088560203809350771 -0.0016856584988661184 0.00037155981510862343 -0.00064469687775787425 -0.00025640742419778812 -0.0018536378461567454 8.7231102057376444e-05 7.8013732554223892e-05 0.0022630779137235608 0.00016761334050238448 8.3785827342052206e-05 -0.00076996221445098454 -0.00050524394432350682 0.00078653792682440208 -0.0010058592676385372 0.00074478114313999933 0.00045270172303669395 0.00023411560208004762
leaf_weight=148 115 44 70 74 45 68 42 210 46 64 202 100 106 243 44 182 44 82 38 30 105 116 68 276 133 28 67 55 34 70
leaf_count=148 115 44 70 74 45 68 42 210 46 64 202 100 106 243 44 182 44 82 38 30 105 116 68 276 133 28 67 55 34 70
internal_value=-2.57637e-05 0.00048922 0.00317193 0.000104051 0.000479128 0.000166557 0.00422047 0.000954291 0.00330303 0.000541236 -0.00163586 -0.000110346 0.000849002 -0.00170201 -0.00115636 -0.00020847 0.00124161 0.000351905 -0.00152672 0.00592208 0.00224638 0.00286486 -0.00092166 -0.0012007 -0.000338763 -0.00136245 0.000624999 0.00543529 0.00715555 -0.000822135
internal_weight=2949 2262 274 1988 1642 1526 116 886 121 765 346 144 701 687 539 296 595 330 120 76 265 221 640 572 296 228 95 159 89 252
internal_count=2949 2262 274 1988 1642 1526 116 886 121 765 346 144 701 687 539 296 595 330 120 76 265 221 640 572 296 228 95 159 89 252
cat_boundaries=0 18 44 46 75 92 94 96 97 98 100 101 102
cat_threshold=0 0 1644175360 2621444 524320 10240 0 131072 0 134225920 40992 2097280 16 0 0 32 1073741824 384 16 2 0 0 0 1 0 0 0 32768 0 2048 0 1049088 0 4096 0 0 4096 10240 0 0 0 0 0 268435456 0 28704 3489660928 12 4 0 2147549184 0 262144 0 0 0 0 0 64 0 0 0 0 0 0 0 0 0 0 8 0 16384 64 0 524288 268435458 129 0 2048 0 0 0 8192 0 0 0 256 0 0 0 0 128 17842530 32 0 16416 276 84976928 16386 32 332 10
is_linear=0
shrinkage=0.04


Tree=101
num_leaves=31
num_cat=10
split_feature=7 9 8 0 1 7 3 8 3 1 0 1 6 7 5 13 6 1 0 3 6 0 3 1 5 0 5 0 1 0
split_gain=1.29452 1.33286 0.890145 0.835472 0.649437 0.583696 0.467654 0.451629 0.447635 0.382462 0.31289 0.291933 0.308322 0.263138 0.252062 0.225037 0.279166 0.295014 0.32661 0.272648 0.300905 0.328307 0.25878 0.224368 0.2173 0.211282 0.210155 0.207164 0.227351 0.230301
threshold=0 1 2 40.250000000000007 2.5000000000000004 3 2010.5000000000002 4 2001.5000000000002 6.5000000000000009 35.600000000000009 5.5000000000000009 5 6 4.5000000000000009 7 8 5.5000000000000009 39.07500000000001 2002.5000000000002 9 39.07500000000001 2004.5000000000002 4.5000000000000009 2.5000000000000004 35.600000000000009 1.5000000000000002 42.710000000000008 5.5000000000000009 46.250000000000007
decision_type=9 9 9 8 10 9 10 9 10 8 10 10 9 9 8 9 9 8 10 8 9 10 8 10 8 10 10 10 8 10
left_child=-1 2 5 4 -3 25 8 -4 10 -7 14 12 -12 23 -6 19 17 22 -19 -15 -21 -22 -17 -9 -13 -2 -14 -5 29 -29
right_child=1 3 7 27 6 9 -8 13 -10 -11 11 24 26 15 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00096548256641823646 0.00040831612350119341 0.0020753952876481708 -0.0016141072174708979 -0.0019490658440789442 -0.0014740432654077218 0.00028480003241515811 0.00019175282142476523 -0.00029623820179626963 -0.00091621178600246786 0.0010387604362021329 0.00041486934542066717 0.00022690948466162243 -6.7007833051773443e-06 0.00044809597642936821 0.00014344367923552076 0.0017169444540433448 -0.00027793169926880039 -0.00034983880986838486 0.0001753022405963496 -0.0016587525387338246 -0.0029484860504326612 0.00022708126537908084 8.4981896997183323e-05 -0.0018583884707302815 0.00194210000898844 -0.00079551707457488872 0.00058149899585698418 8.0211318088214685e-05 0.00018639450252494697 -0.0026835211381781997
leaf_weight=250 40 34 122 31 47 176 60 77 35 43 137 27 149 32 56 25 331 75 39 100 60 84 247 310 25 122 58 46 47 36
leaf_count=250 40 34 122 31 47 176 60 77 35 43 137 27 149 32 56 25 331 75 39 100 60 84 247 310 25 122 58 46 47 36
internal_value=-6.98161e-05 0.000192393 -0.000386485 0.00156195 0.00223847 0.00131633 0.00192269 -0.000824852 0.00154019 0.00262609 0.001848 0.00235768 0.00192464 -0.000603883 -0.000115386 -0.000250997 0.000126373 0.000846347 -0.000834784 -0.00119861 -0.00169796 -0.000361291 0.00158242 -0.00147739 0.00513207 -0.000508671 0.00078899 -0.00099379 -0.000276924 -0.00154217
internal_weight=2921 2671 1883 788 628 381 594 1502 534 219 499 396 344 1380 103 993 717 386 114 276 244 144 272 387 52 162 207 160 129 82
internal_count=2921 2671 1883 788 628 381 594 1502 534 219 499 396 344 1380 103 993 717 386 114 276 244 144 272 387 52 162 207 160 129 82
cat_boundaries=0 18 20 41 50 77 78 95 96 97 98
cat_threshold=16384 128 0 512 524288 66 0 0 0 0 8192 384 268435600 0 0 0 0 384 1073742337 10260 16 0 0 0 0 0 0 0 0 0 0 133120 8192 512 0 4096 0 0 4096 10240 384 0 0 0 4 34 0 131072 0 65536 1342177280 0 4 0 0 1 262144 2147483648 0 0 0 0 0 1048576 0 0 0 0 0 0 0 0 0 0 0 0 4 208 0 0 0 0 0 0 0 268566528 67584 0 0 0 0 0 0 0 4096 4 344 340
is_linear=0
shrinkage=0.04


Tree=102
num_leaves=31
num_cat=13
split_feature=7 8 11 7 8 2 12 2 9 2 2 2 12 9 8 7 12 3 3 2 2 1 0 0 9 2 2 0 2 2
split_gain=1.62328 1.46375 0.953166 0.747248 0.739401 0.954623 0.781535 0.722846 0.6773 0.595068 0.969946 0.458055 0.434497 0.41452 0.537329 0.321538 0.440064 0.507142 0.770167 0.319642 0.955122 0.478742 0.292466 0.324227 0.287182 0.298085 0.34587 0.279032 0.244925 0.231941
threshold=0 1 2 3 4 535.00000000000011 5 2178.5000000000005 6 69.500000000000014 59.500000000000007 23.500000000000004 7 8 9 10 11 2008.5000000000002 2017.5000000000002 414.00000000000006 58.500000000000007 5.5000000000000009 35.250000000000007 37.750000000000007 12 10.500000000000002 23.500000000000004 44.07500000000001 24.500000000000004 40.500000000000007
decision_type=9 9 9 9 9 10 9 10 9 10 10 10 9 9 9 9 9 8 8 8 10 8 10 10 9 10 10 10 8 8
left_child=-1 8 -3 11 -5 6 24 -7 27 10 13 -4 -11 -8 -15 29 28 -18 -19 20 21 -10 -20 -24 25 -6 -27 -2 -17 -16
right_child=1 2 3 4 5 7 9 -9 19 12 -12 -13 -14 14 15 16 17 18 22 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011797552662334608 0.00015861897849985928 -0.0011652053546430607 -6.6392762713862443e-05 -0.0022233091492675594 -0.0034745628323049628 0.00030526571422164389 0.00043573184736424856 -6.2230103961520184e-05 0.00073184454093301089 4.2667254903391096e-05 0.0011058364270506295 0.00036508620803045894 -0.0024344312196012152 -0.0011408574518892991 -3.4188354221110775e-05 0.0013192094569159465 -0.0010785194966859508 0.0017211121942955993 -2.423512476211226e-05 0.00082973993903902408 -0.00092765111126655894 6.0087536192876723e-05 0.0031496999741946474 0.00010430569835446423 -0.00093637955276852105 0.001666697937939681 -0.0024598774998698101 -0.0043721432642199647 0.00018301736977542276 -0.002061333565564595
leaf_weight=212 84 169 94 101 43 29 136 27 103 104 30 131 131 107 141 66 66 38 175 37 39 27 42 287 329 30 27 45 46 51
leaf_count=212 84 169 94 101 43 29 136 27 103 104 30 131 131 107 141 66 66 38 175 37 39 27 42 287 329 30 27 45 46 51
internal_value=1.76381e-05 0.000284049 -6.63635e-05 0.000158786 -9.12255e-05 9.39448e-05 -6.27037e-05 0.00519298 0.00271676 0.000391334 0.000758852 0.00228813 -0.00144068 0.000570933 0.000275727 0.000598049 0.000984951 0.000529886 0.000942909 0.00412903 0.00355294 0.00519084 0.000522771 0.00122424 -0.00153636 0.00036036 0.00227586 0.000314285 0.00318699 -0.000827587
internal_weight=2947 2735 2400 2231 2006 1905 1849 56 335 1420 1185 225 235 1155 1019 912 720 608 542 206 169 130 504 329 429 100 57 129 112 192
internal_count=2947 2735 2400 2231 2006 1905 1849 56 335 1420 1185 225 235 1155 1019 912 720 608 542 206 169 130 504 329 429 100 57 129 112 192
cat_boundaries=0 18 47 50 67 97 98 100 102 104 127 144 145 147
cat_threshold=0 0 262144 2097664 0 0 0 536870912 0 8192 40992 2097280 16 0 0 0 0 256 16 1050624 0 0 2147491840 1 0 0 0 32768 0 2048 64 1049088 0 0 0 0 0 2048 2147483648 0 0 0 0 1073741824 64 0 524288 2214608896 1572896 4097 0 129 67108864 2048 0 64 0 268443648 0 32 0 256 0 0 0 0 1073741824 268435456 0 4 0 65536 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 0 16384 0 0 0 8192 41024 0 28676 1064962 32 257 4096 0 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 4096 0 256 0 4194304 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 4096 68289536 0 4132
is_linear=0
shrinkage=0.04


Tree=103
num_leaves=31
num_cat=10
split_feature=7 8 8 10 7 12 17 2 2 2 3 2 5 3 3 3 2 2 2 5 2 13 2 2 4 2 12 1 13 1
split_gain=1.64417 1.44001 0.824405 0.559071 0.53742 0.650047 0.48738 0.482619 0.471821 0.826691 0.455051 0.517493 0.456136 0.402784 0.383531 0.767347 0.3633 0.350171 0.328627 0.596543 0.453265 0.29753 0.270196 0.424319 0.268841 0.434121 0.216115 0.382144 0.197999 0.371305
threshold=0 1 2 3 4 5 6 5.5000000000000009 49.500000000000007 22.500000000000004 2014.5000000000002 298.50000000000006 1.0000000180025095e-35 1971.5000000000002 2008.5000000000002 1996.5000000000002 10.500000000000002 10.500000000000002 21.500000000000004 2.5000000000000004 49.500000000000007 7 49.500000000000007 37.500000000000007 16098220000.000002 99.000000000000014 8 5.5000000000000009 9 5.5000000000000009
decision_type=9 9 9 9 9 9 9 8 10 10 10 10 10 10 10 10 8 10 10 8 10 9 10 10 8 10 9 8 9 10
left_child=-1 7 -3 -4 8 21 17 -2 9 13 11 12 28 -5 15 16 -9 -7 19 -19 -20 -6 23 26 -18 -26 -23 -28 -8 -30
right_child=1 2 3 4 5 6 10 14 -10 -11 -12 -13 -14 -15 -16 -17 24 18 20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00059410131108248321 -0.0036548908418615311 -0.0015016624942477375 -0.00049959833489065836 0.00057197859514488737 -0.00088374049560354653 -0.0016098783900875488 -3.3841605437412676e-06 0.00068527467635607926 1.3797955553495661e-05 0.00033169798436779593 0.00032488373522324815 0.00045264425011634358 0.00020368590799953916 -0.00054294144729732084 0.00055239785850657881 -0.0013297309406897248 0.00075269659417144215 0.0015039074733643552 -0.0033017243887655556 -0.0036264403897229777 0.00010933712066339312 -0.00094720157395783173 -0.0013080509635535274 0.0022638566341567933 6.5532595097114851e-05 0.00043226651385131084 -3.0494263232983325e-06 0.002785094919847313 0.00039431822984455469 -0.0021928375671898094
leaf_weight=349 33 240 109 58 229 63 317 34 94 32 65 26 28 40 43 33 50 37 47 25 32 113 110 44 100 26 164 38 352 33
leaf_count=349 33 240 109 58 229 63 317 34 94 32 65 26 28 40 43 33 50 37 47 25 32 113 110 44 100 26 164 38 352 33
internal_value=0.000102529 0.000449352 9.36271e-05 0.000356071 0.000516853 0.000269895 0.000907335 0.00292121 0.00231489 0.00396946 0.00134135 0.00107794 0.000875512 0.00210101 0.00354007 0.00290164 0.00379147 -0.000818606 0.00025352 0.0024127 -0.00145 -0.000665727 -7.50009e-05 0.000455555 0.00302825 0.00201575 -6.32921e-05 0.000713614 0.000671407 0.00126263
internal_weight=2964 2615 2296 2056 1947 1723 1025 319 224 130 821 756 730 98 286 243 210 204 141 62 79 698 469 359 176 126 315 202 702 385
internal_count=2964 2615 2296 2056 1947 1723 1025 319 224 130 821 756 730 98 286 243 210 204 141 62 79 698 469 359 176 126 315 202 702 385
cat_boundaries=0 18 47 77 78 95 97 98 99 101 102
cat_threshold=131072 1 536870912 516 32 8192 0 536870912 0 0 8192 2097344 268435472 0 0 32 0 256 16 0 0 134217728 0 1 0 0 0 32768 0 2048 64 1049088 268435456 0 0 0 4096 2048 0 0 0 0 0 1342193664 64 0 524288 1342177280 12 4 0 0 0 0 0 1 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 8 0 32768 0 0 0 8192 1 268435458 128 1073741824 2048 0 134217792 0 268443648 2048 0 0 0 0 0 0 0 1073741840 83977280 2 10 4 8256 2 2
is_linear=0
shrinkage=0.04


Tree=104
num_leaves=31
num_cat=8
split_feature=8 11 0 12 2 9 1 4 2 0 2 2 2 2 2 9 2 2 0 12 2 12 4 0 1 2 2 17 2 2
split_gain=1.09982 0.606089 0.527733 0.6356 0.61693 0.535114 0.654916 0.680579 0.615898 0.51749 0.48168 0.972807 0.546527 0.492249 0.428993 0.369311 0.356526 0.350134 0.337424 0.318803 1.92855 0.279166 0.374536 0.276264 0.273108 0.286985 0.265538 0.315052 0.242391 0.227396
threshold=0 1 40.250000000000007 2 3.5000000000000004 3 5.5000000000000009 4350.0000000000009 40.500000000000007 48.175000000000004 17.500000000000004 67.500000000000014 99.000000000000014 44.500000000000007 9.5000000000000018 4 8.5000000000000018 6.5000000000000009 39.07500000000001 5 61.500000000000007 6 4850.0000000000009 35.600000000000009 5.5000000000000009 7.5000000000000009 79.500000000000014 7 29.500000000000004 12.500000000000002
decision_type=9 9 8 9 8 9 10 10 8 10 10 10 10 10 8 9 8 8 10 9 8 9 10 8 8 10 8 9 10 10
left_child=9 15 3 17 -4 6 7 19 -8 10 -1 13 -13 28 -7 -2 -17 18 -3 20 -5 -18 -23 -21 -6 -26 27 -25 -12 -16
right_child=1 2 4 5 24 14 8 -9 -10 -11 11 12 -14 -15 29 16 21 -19 -20 23 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00010563106617680523 -0.0008030961070422029 0.0016104798600310554 0.00019157384029974356 -0.0011891385971635035 -0.0026127441335523473 0.00019697985173373946 0.00124247352453607 0.00068329674476382051 -0.00018532216347597917 -0.0016909416902996192 0.00037617192518229207 -0.0017056864333707437 0.00025432396877206218 0.00014380342392868962 0.00045145732381379088 -0.0019481017200274225 -0.0018465503865377306 -0.00021090990447670903 -0.00086782359980975914 -0.00032892673268177306 0.003802153418098842 0.00013634944496625004 -0.0036748745549568186 -0.00087923797935725995 0.0019308743006445168 -0.0020302359482064119 -0.001487037994114093 0.00017109531567017288 5.6561691586502519e-05 0.00075327962245927806
leaf_weight=190 105 25 30 94 166 75 65 45 29 33 40 26 63 25 46 109 213 359 44 108 35 321 30 103 28 43 75 236 27 115
leaf_count=190 105 25 30 94 166 75 65 45 29 33 40 26 63 25 46 109 213 359 44 108 35 321 30 103 28 43 75 236 27 115
internal_value=7.85114e-05 -0.000237451 0.000182447 0.000483848 -0.00144776 0.00101832 0.000499375 8.03434e-05 0.00362105 0.00198554 0.00246236 0.00393406 0.000933332 0.0067957 0.00265587 -0.00115589 -0.000777779 -0.000801823 0.00177143 -0.000251535 0.00145714 -0.000382302 0.000320441 -0.000690432 -0.00213445 -5.55565e-05 -0.000231326 0.000247058 0.00488235 0.00392592
internal_weight=2903 2499 1721 1454 267 1026 790 696 94 404 371 181 89 92 236 778 673 428 69 651 129 564 351 522 237 71 414 339 67 161
internal_count=2903 2499 1721 1454 267 1026 790 696 94 404 371 181 89 92 236 778 673 428 69 651 129 564 351 522 237 71 414 339 67 161
cat_boundaries=0 26 29 30 32 34 35 36 37
cat_threshold=16 2 0 134217728 73728 1 0 0 0 32768 0 2052 64 512 0 0 0 0 0 2048 0 524288 4194304 0 0 1073741824 2147500064 73728 528385 16804928 1073741824 22560 129 4100 1081344 68215840 24
is_linear=0
shrinkage=0.04


Tree=105
num_leaves=31
num_cat=10
split_feature=7 8 2 2 12 4 2 9 6 12 2 12 7 0 3 0 9 2 2 0 2 2 2 0 2 2 7 2 3 2
split_gain=1.685 1.27863 1.17373 1.03507 0.751378 0.823967 0.623081 0.597598 0.61072 0.750279 0.714534 0.582599 0.60151 0.557621 0.532648 0.486245 0.415896 0.666832 0.401898 0.451063 0.377222 0.347469 0.669679 0.325932 0.321273 0.4721 0.310848 0.621747 0.369294 0.309648
threshold=0 1 14.500000000000002 58.500000000000007 2 7650.0000000000009 4.5000000000000009 3 4 5 80.500000000000014 6 7 39.07500000000001 1996.5000000000002 39.07500000000001 8 9.5000000000000018 85.500000000000014 39.07500000000001 15.500000000000002 46.500000000000007 24.500000000000004 35.600000000000009 41.500000000000007 63.500000000000007 9 45.500000000000007 2001.5000000000002 13.500000000000002
decision_type=9 9 8 10 9 8 8 9 9 9 8 9 9 8 8 10 9 8 8 10 10 8 10 10 10 10 9 8 8 10
left_child=11 2 -2 21 14 -6 23 8 9 10 -8 26 13 20 -3 -10 17 -16 19 -11 -13 22 -4 -7 -22 -26 27 -1 -28 -18
right_child=1 4 3 -5 5 6 7 -9 15 18 -12 12 -14 -15 16 -17 29 -19 -20 -21 24 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00048199306634551464 8.5940560836379501e-05 0.003981689081517443 0.0023426919263197315 4.12841225621719e-06 0.0023469919392913817 0.0011216736520544689 -0.0011159318385590737 -0.00027914393552334773 -0.00061530635344895677 2.9169004117211026e-05 0.0018085406559377071 -0.003319550654775307 -0.00040980620543147345 0.00064770384773540825 -0.0033233436313415362 0.00011185500124944275 -7.511255778099771e-06 0.00027590008152669662 -1.3644078135744299e-06 0.00091118734614238628 0.00073910068406739552 0.0043400280295414475 4.3795778184164951e-05 0.00013836953615626416 -0.0024606144976401447 0.00017571821376403618 0.00063857945828424292 0.00024483824716499137 -0.001770329088702045 -0.0013224180112806989
leaf_weight=55 115 33 41 43 90 32 87 284 61 45 29 51 349 41 31 155 219 107 32 57 55 36 29 71 30 42 28 60 348 302
leaf_count=55 115 33 41 43 90 32 87 284 61 45 29 51 349 41 31 155 219 107 32 57 55 36 29 71 30 42 28 60 348 302
internal_value=0.000191956 0.000902617 0.00343273 0.00589333 0.000473875 0.00120335 0.000829039 0.000426098 0.0012914 0.00260536 0.000125983 -0.00108037 -0.000193438 0.00140869 -0.000523472 -0.000281939 -0.000781819 0.00112752 0.00457931 0.00613592 0.000491619 0.008 0.00619718 0.00373077 0.00165625 -0.00010959 -0.00207968 -0.000158731 -0.002646 -0.00128572
internal_weight=2958 1899 264 149 1635 943 853 750 466 250 116 1059 568 219 692 216 659 138 134 102 178 106 70 103 127 72 491 115 376 521
internal_count=2958 1899 264 149 1635 943 853 750 466 250 116 1059 568 219 692 216 659 138 134 102 178 106 70 103 127 72 491 115 376 521
cat_boundaries=0 18 47 48 50 51 53 55 63 65 82
cat_threshold=147456 128 262144 524804 34 8194 0 537001984 67584 134225952 40960 384 16 0 0 32 16 384 16 2052 0 0 0 1 0 0 0 32768 0 2052 8192 512 0 0 0 0 0 2048 0 0 0 0 0 268435456 0 0 524288 17940576 1 2192 216 140288 32 67150944 32 0 128 0 4 0 0 0 537001984 0 12320 0 0 0 0 0 0 0 0 65536 32 0 128 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=106
num_leaves=31
num_cat=11
split_feature=8 12 9 2 2 3 2 8 10 11 12 9 1 2 12 2 2 8 2 3 2 12 1 4 2 3 2 2 2 2
split_gain=1.3599 1.02102 1.00967 0.747757 0.602868 0.875953 0.758709 0.535113 0.482965 0.539647 0.816371 0.447577 0.416557 0.398903 0.392126 0.352413 0.315064 0.288077 0.311086 0.342332 0.285938 0.283261 0.274883 0.242348 0.22758 0.325565 0.223067 0.2226 0.227862 0.331523
threshold=0 1 2 9.5000000000000018 3.5000000000000004 2014.5000000000002 20.500000000000004 3 4 5 6 7 3.5000000000000004 49.500000000000007 8 47.500000000000007 33.500000000000007 9 4.5000000000000009 2008.5000000000002 11.500000000000002 10 5.5000000000000009 425.00000000000006 68.500000000000014 1975.5000000000002 64.500000000000014 28.500000000000004 99.000000000000014 277.00000000000006
decision_type=9 9 9 8 10 8 8 9 9 9 9 9 10 10 9 10 10 9 10 8 8 9 10 10 8 10 10 8 10 10
left_child=2 3 26 -2 -4 16 -7 -3 9 10 12 14 -9 -8 24 -12 -6 -16 -19 -20 -5 -21 -14 -13 25 -11 -1 -22 -29 -30
right_child=1 7 4 20 5 6 13 8 -10 11 15 23 22 -15 17 -17 -18 18 19 21 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-6.0699473581119493e-05 -0.0016778759450638489 -0.00082960341128561824 0.00088122478561050157 0.00017534877425387529 0.0016657322865668543 -0.00014833391736285186 0.00052562210281297222 0.0018079820472511471 -0.00050785950890523234 0.00068204893570511028 -0.00051820854489619146 0.00040088846524857747 -0.00058110407542763488 5.020529173679102e-05 -0.00087687329384243771 -0.0023995083623101596 7.0932073366850997e-05 -0.00085625531349966394 -0.00057742470814443132 0.00050495109717504309 -2.7811679770713347e-05 1.6790206799187604e-05 0.00025200957218588361 -0.0017327465445047966 -5.9204109988710371e-05 0.0037123330917568698 -0.00035171867659372809 0.00037188438588759754 -0.0022852731376179244 2.8086509736928934e-05
leaf_weight=124 76 230 88 26 25 123 62 29 155 53 232 170 74 50 176 137 26 116 104 113 67 305 41 30 27 30 31 134 27 25
leaf_count=124 76 230 88 26 25 123 62 29 155 53 232 170 74 50 176 137 26 116 104 113 67 305 41 30 27 30 31 134 27 25
internal_value=4.67827e-05 -0.000363485 0.00185926 0.0015847 0.00297143 0.00214634 0.00110169 -0.000712249 -0.000470328 -0.00025971 -0.00132061 0.000232598 0.0011871 0.00346903 -0.000145455 -0.00230526 0.00684615 -0.000455759 -4.93076e-05 0.000367112 0.00258571 0.000878281 0.000172413 0.00189573 0.00198347 0.00319048 -0.000843374 0.00215748 0.00286631 0.000603773
internal_weight=2906 2377 529 355 374 286 235 2022 1792 1637 513 1124 144 112 924 369 51 814 638 522 279 418 115 200 110 83 155 253 186 52
internal_count=2906 2377 529 355 374 286 235 2022 1792 1637 513 1124 144 112 924 369 51 814 638 522 279 418 115 200 110 83 155 253 186 52
cat_boundaries=0 26 28 30 60 61 63 65 67 68 92 94
cat_threshold=1073741840 2050 0 0 1073815552 1 524288 0 0 32768 0 131072 64 1049088 0 4096 0 0 0 2048 2147483776 524288 0 0 0 1073741824 133376 2 128 28688 268435456 0 0 0 0 0 0 2147483648 1 0 0 4 2048 0 0 0 0 0 0 0 0 0 0 0 0 49152 4 0 0 12288 288 16416 2148008448 16384 32 1073741824 22660 68157472 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 8 8256 32
is_linear=0
shrinkage=0.04


Tree=107
num_leaves=31
num_cat=11
split_feature=7 8 11 12 8 2 4 0 0 2 2 0 2 7 0 15 12 11 12 2 4 2 2 4 1 2 1 0 2 12
split_gain=1.27902 1.06079 0.869243 0.749097 0.628703 0.59844 0.923834 0.576601 0.519157 0.506952 0.879244 1.25353 0.451932 0.391226 0.571644 0.387174 0.386295 0.335209 0.545561 0.829351 0.480312 0.612508 0.307984 0.305782 0.379533 0.272347 0.348305 0.596002 0.25224 0.239522
threshold=0 1 2 3 4 40.500000000000007 775.00000000000011 40.250000000000007 18.500000000000004 22.500000000000004 79.500000000000014 29.500000000000004 20.500000000000004 5 15.500000000000002 6 7 8 9 9.5000000000000018 15.000000000000002 56.500000000000007 inf 180.50000000000003 5.5000000000000009 17.500000000000004 5.5000000000000009 39.07500000000001 352.00000000000006 10
decision_type=9 9 9 9 9 8 10 10 10 8 10 10 10 9 10 9 9 9 9 10 10 10 8 10 10 10 8 10 10 9
left_child=16 15 22 5 9 6 7 12 -7 -5 11 -11 25 14 -6 -2 -1 23 19 -19 21 -20 -3 24 -15 26 -4 -28 -10 -18
right_child=1 2 3 4 13 8 -8 -9 28 10 -12 -13 -14 17 -16 -17 29 18 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.9997224748371312e-05 -0.0034984322876531436 -0.00044875809215720548 5.3608417693156266e-05 0.00025211690819918928 0.00024996305891794828 -0.0021922560668662908 0.00047544217340654901 -0.0033615062332884456 -8.2936870602439377e-05 0.00010369256830993521 0.00012150544083575848 0.0022204300950335928 0.00098970553607763759 4.2527220202161573e-05 -0.00046509128364313746 -1.8290221556571622e-05 -0.00028191397606839772 -0.0023045693380631042 0.00014460310273777338 0.00018723524311971523 0.010493350326796021 0.00021426708031566357 0.0018686949660955596 -0.0004079937440114784 0.00077231047632002185 -0.0038205540919391181 -0.0011966405738393084 0.001743730100903104 0.00027406156671280958 -0.00056412479597476358
leaf_weight=111 118 190 247 39 118 112 25 53 156 26 35 25 134 259 171 151 248 37 85 89 32 31 52 41 38 49 31 26 25 203
leaf_count=111 118 190 247 39 118 112 25 53 156 26 35 25 134 259 171 151 248 37 85 89 32 31 52 41 38 49 31 26 25 203
internal_value=0.000220418 0.00062344 0.00092466 0.00121583 0.00194407 0.000331414 0.00109541 0.000739371 -0.00112925 0.00455882 0.00662069 0.00992308 0.00117213 0.0015307 0.000279999 -0.0017 -0.00147993 0.00210594 0.00317193 0.0009927 0.00483019 0.00389743 -0.00129644 0.00116905 0.00165101 0.000418078 0.000865573 0.00365517 0.000197801 -0.002
internal_weight=2957 2395 2126 1884 1026 858 565 540 293 125 86 51 487 901 289 269 562 612 274 126 148 116 242 338 297 353 304 57 181 451
internal_count=2957 2395 2126 1884 1026 858 565 540 293 125 86 51 487 901 289 269 562 612 274 126 148 116 242 338 297 353 304 57 181 451
cat_boundaries=0 18 45 48 49 75 92 93 94 95 97 99
cat_threshold=0 268435473 1318912 524800 32 0 0 536870912 33556480 134226944 40960 384 16 0 0 0 4224 384 268435456 12 4 0 0 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 2147483648 0 0 8 0 1073774592 4 2147500033 2148073472 524288 85057568 16 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 4194304 0 0 16384 2 0 0 0 0 0 131072 131072 65536 32 0 0 0 0 0 0 16 67108864 51456 4 3136 32 16909346 32
is_linear=0
shrinkage=0.04


Tree=108
num_leaves=31
num_cat=9
split_feature=8 7 12 2 7 12 0 2 1 8 2 1 2 8 0 12 2 0 1 2 9 0 0 2 2 2 2 2 2 2
split_gain=1.56197 1.32809 0.998832 1.06346 0.825899 0.842064 0.620612 0.72281 0.616048 0.535636 0.876439 0.5228 0.486363 0.478468 0.464063 0.427724 0.434745 0.379505 0.403928 0.312601 0.364717 0.406099 0.275286 0.268462 0.246369 0.222552 0.214248 0.213113 0.207482 0.188857
threshold=0 1 2 3.5000000000000004 3 4 40.250000000000007 29.500000000000004 2.5000000000000004 5 13.500000000000002 4.5000000000000009 25.500000000000004 6 18.500000000000004 7 37.500000000000007 15.500000000000002 5.5000000000000009 6.5000000000000009 8 39.07500000000001 43.175000000000004 46.500000000000007 2.5000000000000004 22.500000000000004 39.500000000000007 12.500000000000002 442.50000000000006 147.50000000000003
decision_type=9 9 9 10 9 9 10 10 8 9 10 10 8 9 10 9 10 10 8 10 9 10 10 10 10 8 10 8 10 8
left_child=2 -2 3 -1 12 13 7 27 -7 10 11 -10 -3 17 -11 26 -17 -6 -19 20 24 -22 23 -5 -15 -8 -12 -4 -16 -14
right_child=1 4 6 22 5 8 25 -9 9 14 15 -13 29 19 28 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024794642630828387 -0.00088539294169180497 0.0032187108345105597 0.00012281232093187255 0.00039489150220814868 0.0013462051788967427 0.0066760667308611264 -0.00056386792814985972 0.00034796508157313734 0.00057576000817066903 -0.0027558559876078702 9.4513133444152072e-05 0.00048628126899005704 -0.0013397910418772869 -0.0027055407033247402 2.9355925535483001e-05 -0.0017918969139482943 0.00041077827144792473 -0.00062155595755029164 0.00031111622397446913 -0.0003715755624012275 -0.0021142129317327798 0.00046824703788980569 -0.00061965113004560843 0.0032333983334951765 3.1686192112952223e-05 -0.0015404207619190693 -0.00080945742272606398 -0.0024370395615647524 8.4726269638349221e-05 0.0039470781048744257
leaf_weight=25 430 48 45 44 28 25 25 40 30 61 49 53 28 70 535 37 64 43 30 816 25 80 27 25 60 44 61 38 25 26
leaf_count=25 430 48 45 44 28 25 25 40 30 61 49 53 28 70 535 37 64 43 30 816 25 80 27 25 60 44 61 38 25 26
internal_value=5.85423e-05 -0.000264138 0.00267901 0.00542424 0.000137868 -4.18459e-05 0.000748768 0.00248387 0.000841219 0.000676855 0.0020459 0.00557143 0.00346903 -0.000763544 -6.33005e-06 0.000735848 0.00246428 0.00175 0.000378377 -0.00102072 0.000254236 0.00189655 0.00387629 0.0052 -0.00113475 -0.00222857 -0.000991736 0.000333332 0.000356505 0.00116364
internal_weight=2937 2624 313 121 2194 2092 192 123 940 915 294 83 102 1152 621 211 101 101 73 1051 235 105 96 69 130 69 110 83 560 54
internal_count=2937 2624 313 121 2194 2092 192 123 940 915 294 83 102 1152 621 211 101 101 73 1051 235 105 96 69 130 69 110 83 560 54
cat_boundaries=0 27 45 46 59 60 86 107 109 111
cat_threshold=16 2 0 0 1073750016 1 0 0 0 32768 0 2048 8192 512 0 0 0 0 0 10240 0 524288 0 0 0 0 64 0 128 1074790400 516 524320 0 0 805306368 0 8192 32800 128 16 0 0 32 1073746048 256 66 268435456 16 536879104 2097280 0 0 0 8192 0 0 0 0 128 16851298 0 2048 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 0 0 16384 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 128 49152 32 0 6144
is_linear=0
shrinkage=0.04


Tree=109
num_leaves=31
num_cat=9
split_feature=7 8 8 0 9 0 2 2 4 7 2 2 0 0 4 2 10 2 2 6 0 1 2 6 14 2 2 2 2 2
split_gain=1.8864 1.07751 0.682123 0.648153 0.515739 0.638733 0.741453 1.0591 0.811984 0.60953 0.737719 0.604869 0.382647 0.363635 0.341213 0.340303 0.335571 0.31119 0.306193 0.562368 0.523256 0.356436 0.405366 0.29862 0.363736 0.284335 0.252455 0.230446 0.369401 0.382851
threshold=0 1 2 48.175000000000004 3 33.175000000000004 11.500000000000002 24.500000000000004 4050.0000000000005 4 26.500000000000004 492.00000000000006 16.750000000000004 44.07500000000001 8181455000.000001 3.5000000000000004 5 11.500000000000002 7.5000000000000009 6 42.710000000000008 4.5000000000000009 4.5000000000000009 7 8 1.0000000180025095e-35 16.500000000000004 51.500000000000007 74.500000000000014 94.500000000000014
decision_type=9 9 9 8 9 10 10 10 10 9 8 10 10 10 8 8 9 8 10 9 10 10 8 9 9 10 10 10 10 10
left_child=-1 13 12 4 9 -6 15 8 26 10 -4 16 -3 -2 -9 -7 17 -11 19 20 21 -18 -23 -20 27 -21 -8 -25 -29 -30
right_child=1 2 3 -5 5 6 7 14 -10 11 -12 -13 -14 -15 -16 -17 18 -19 23 25 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0011201835697234204 0.00049070705367353919 0.0016142006736452241 6.1086333254472409e-06 -0.0021196201234657415 -0.00052386859735407379 0.00042348306440013746 0.00094831359146875266 -0.0017152547773139747 0.00030308983139400446 -6.9127726532905768e-05 0.0013927940272871918 0.00011692986522561158 -0.0013892322695279995 -0.00028409236086255458 0.00047162513732726467 -0.00015505634221182047 -0.0019692385142790355 -0.0010621994760235871 -0.00055947797325742567 -0.0014584981536888092 0.00038064141242534667 -0.00021983755454990737 0.0021076786151833131 0.00015465065457360362 -0.0002150451135501745 1.3422422711241698e-05 0.0037644992846190008 -0.0019945267554526019 0.00031268803219808023 -0.00070225694216577384
leaf_weight=368 165 39 60 71 52 36 40 28 25 48 53 48 311 42 92 132 25 75 229 47 30 31 35 375 123 143 29 87 26 70
leaf_count=368 165 39 60 71 52 36 40 28 25 48 53 48 311 42 92 132 25 75 229 47 30 31 35 375 123 143 29 87 26 70
internal_value=-8.85568e-05 0.000299456 5.06106e-05 0.000336466 0.000476288 0.00167191 0.00227676 0.00383256 0.00698947 0.000118733 0.00280645 -0.000119744 -0.00155125 0.00299082 0.00132231 0.000284023 -0.000279555 -0.00217911 -6.81828e-05 0.00101282 0.003 0.00169565 0.00322388 -0.000439079 -5.78129e-06 -0.000398011 0.0092 0.000435851 -0.000717392 0.00098969
internal_weight=2935 2567 2360 2010 1939 434 382 214 94 1505 113 1392 350 207 120 168 1344 123 1221 311 121 91 66 910 681 190 69 558 183 96
internal_count=2935 2567 2360 2010 1939 434 382 214 94 1505 113 1392 350 207 120 168 1344 123 1221 311 121 91 66 910 681 190 69 558 183 96
cat_boundaries=0 18 47 76 78 92 93 94 95 96
cat_threshold=268566530 0 537141248 2097668 0 0 0 268435456 0 134217728 40992 128 8388752 0 0 0 0 256 16 2050 0 0 0 0 0 0 0 0 0 133120 0 0 0 4096 0 0 4096 8192 0 0 0 0 0 268435456 0 0 524288 1342177280 12 0 0 65536 0 0 0 0 0 0 0 2048 0 0 0 0 0 33554432 0 256 0 0 8 0 49152 4 0 128 1073741824 26644 0 1 1073741824 2048 0 64 0 0 2048 32 0 0 0 268435456 17 196 196 8192
is_linear=0
shrinkage=0.04


Tree=110
num_leaves=31
num_cat=8
split_feature=15 12 2 12 4 9 2 2 0 2 4 6 0 0 0 2 2 2 12 2 2 2 13 3 9 3 3 2 2 2
split_gain=0.78672 0.713831 0.77681 0.654533 0.666514 0.621947 0.959945 0.537011 0.530858 0.474291 0.403868 0.529313 0.513346 0.390169 0.506621 0.607289 0.387826 0.514824 0.647284 0.495684 0.493068 0.467878 0.363714 0.434601 0.337149 0.333542 0.324853 0.266675 0.550353 0.482904
threshold=0 1 27.500000000000004 2 7650.0000000000009 3 36.500000000000007 11.500000000000002 14.500000000000002 49.500000000000007 950.00000000000011 4 35.600000000000009 48.175000000000004 47.750000000000007 9.5000000000000018 59.500000000000007 5.5000000000000009 5 2.5000000000000004 163.00000000000003 38.500000000000007 6 2018.5000000000002 7 2000.5000000000002 2017.5000000000002 35.500000000000007 492.00000000000006 27.500000000000004
decision_type=9 9 10 9 10 9 10 8 10 10 10 9 10 10 10 10 10 8 9 10 10 8 9 8 9 8 8 10 10 10
left_child=1 -1 7 9 5 6 -5 -3 -7 22 11 16 -13 14 15 -14 17 19 -19 -10 -18 -20 23 -2 26 -17 -24 29 -29 -27
right_child=3 2 -4 4 -6 8 -8 -9 10 -11 -12 12 13 -15 -16 25 20 18 21 -21 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00032019577706484222 -0.0038639711980649918 0.0022699066427206926 0.00091701565669424345 0.00076018244918297357 -0.00039507913405845976 -0.0018166339185803502 -0.00015649175561463101 -0.00046504522048411732 -3.9486037865903156e-05 -0.0012666315509861597 0.00081681990615579112 -0.0034607054730874101 -0.00062706389746429209 -0.0044664417057116088 0.00033561515430554956 -0.00013182685066957027 0.00061484794597112594 -0.00059022561521412996 1.2066398064996248e-05 0.0006988778402631879 -0.00010851992583672748 0.00043502830545135633 7.4234688886867155e-05 0.00028449899631891452 -0.0014943600145458983 0.00019219914848267981 -0.00033579786471359292 0.00015532758372140202 -0.00068922001476962459 -0.0050102142072805354
leaf_weight=112 30 28 67 81 147 47 38 53 30 254 44 96 254 39 30 60 118 239 106 36 32 52 25 240 117 219 159 125 28 35
leaf_count=112 30 28 67 81 147 47 38 53 30 254 44 96 254 39 30 60 118 239 106 36 32 52 25 240 117 219 159 125 28 35
internal_value=1.22356e-05 0.00206642 0.0038239 -0.000194652 0.000222816 0.000446783 0.00310769 0.00141463 0.000224859 -0.0011244 0.000354921 0.000242666 -0.000383501 -5.05699e-05 0.000154254 -6.09428e-05 0.00113461 0.000577585 3.01498e-05 0.00382089 0.00291391 0.00194083 -0.000496504 0.000569394 -0.00142308 0.000794871 -0.00028718 0.00120588 0.00251948 0.000407842
internal_weight=2941 260 148 2681 1856 1709 119 81 1590 825 1543 1499 886 790 751 721 613 463 397 66 150 158 571 270 301 467 184 407 153 254
internal_count=2941 260 148 2681 1856 1709 119 81 1590 825 1543 1499 886 790 751 721 613 463 397 66 150 158 571 270 301 467 184 407 153 254
cat_boundaries=0 1 2 4 6 7 9 10 12
cat_threshold=145227776 17932544 16802912 2 1073742081 128 10 68255744 32 2 0 10240
is_linear=0
shrinkage=0.04


Tree=111
num_leaves=31
num_cat=10
split_feature=8 7 12 0 8 17 9 2 0 12 2 8 2 2 0 2 6 0 6 2 2 2 0 2 2 2 2 2 3 4
split_gain=1.44123 1.24094 0.878629 0.957405 0.820957 0.981671 0.659552 0.581249 0.549071 0.622257 0.632353 0.49761 0.437708 0.424073 0.556794 0.389889 0.345877 0.510037 0.661278 0.806216 0.322402 0.435488 0.367129 0.279857 0.434716 0.276865 0.273901 0.261991 0.253425 0.289815
threshold=0 1 2 48.175000000000004 3 4 5 35.500000000000007 14.500000000000002 6 101.50000000000001 7 9.5000000000000018 5.5000000000000009 38.57500000000001 272.00000000000006 8 42.960000000000008 9 32.500000000000007 352.00000000000006 79.500000000000014 35.600000000000009 12.500000000000002 3.5000000000000004 8.5000000000000018 70.500000000000014 2.5000000000000004 2016.5000000000002 33.000000000000007
decision_type=9 9 9 8 9 9 9 10 10 9 10 9 8 10 10 10 9 10 9 8 8 10 10 8 10 8 10 10 8 10
left_child=28 8 12 4 7 -6 25 -4 -2 27 11 -11 13 14 -3 -14 23 18 19 -18 21 22 -20 24 -8 -7 -25 -10 -1 -30
right_child=1 2 3 -5 5 6 16 -9 9 10 -12 -13 15 -15 -16 -17 17 -19 20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.0016381899092301683 -0.00037335342788525906 0.00054235934000214294 0.0010227164617162693 -0.0040692022458335341 -0.00017350373062147658 -0.0010380995566395164 0.00089386585217079138 2.6048396019532175e-05 -0.0017784828090078059 0.00044182518322663565 0.0012613711703278068 -0.00042384993699079194 -0.00050709084542640821 0.0036845827646985619 -0.0010289837632467551 0.00016471188915881515 -0.0021229812150528869 0.00026194488698320559 -0.00028997051834481912 0.0001490576203429305 2.7700355527771925e-06 0.0009888391834969952 0.00045047074455391615 0.0031447163434191838 -0.00037713398660868476 0.00025966424478861527 0.0027053516382451966 -0.00025760574463225337 -0.00070354294080950033 -0.0018030271691244731
leaf_weight=102 93 26 69 42 174 26 25 40 78 234 36 125 334 38 58 25 71 32 43 42 48 37 103 63 38 102 28 361 357 83
leaf_count=102 93 26 69 42 174 26 25 40 78 234 36 125 334 38 58 25 71 32 43 42 48 37 103 63 38 102 28 361 357 83
internal_value=9.13419e-05 0.00051457 0.00123661 0.00191952 0.00220382 0.00169869 0.00240359 0.00536667 -0.000626867 -0.000306588 0.000837437 0.000344443 -0.000170733 0.00188618 0.000282352 -0.000877779 0.00303142 0.00221189 0.00180869 -0.000741936 0.00295868 0.00384783 0.00282993 0.00475151 0.0029375 -0.000230217 0.00647826 -0.00132445 -0.00175045 -0.00136055
internal_weight=2933 2391 1464 983 941 832 658 109 927 834 395 359 481 122 84 359 530 376 344 113 231 183 146 154 63 128 91 439 542 440
internal_count=2933 2391 1464 983 941 832 658 109 927 834 395 359 481 122 84 359 530 376 344 113 231 183 146 154 63 128 91 439 542 440
cat_boundaries=0 30 48 49 78 79 81 83 106 107 108
cat_threshold=1342177280 1048588 4 0 0 0 262144 2147483648 1 0 0 4 0 0 0 0 0 0 0 0 128 0 0 8 0 32768 4 0 0 8192 1 0 0 2097668 524290 64 131072 537001984 33619968 16 8224 128 144 0 67108864 32 0 256 83977248 16 0 0 0 0 0 0 0 0 32768 0 0 0 1049088 0 0 0 0 0 8192 0 0 0 0 0 16384 0 0 524288 10 1073741824 8240 107842 2 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 4096 0 0 0 0 256 0 16777216 322 4
is_linear=0
shrinkage=0.04


Tree=112
num_leaves=31
num_cat=14
split_feature=8 7 8 0 12 1 9 11 0 5 13 1 9 12 11 0 1 0 12 0 0 0 18 1 12 11 0 0 0 1
split_gain=1.61276 1.46895 0.968668 0.958583 0.946585 0.958252 0.823215 1.01833 0.56583 0.408033 0.339473 0.32332 0.297588 0.278524 0.259666 0.26781 0.250527 0.231811 0.224845 0.195309 0.191016 0.188093 0.183924 0.178802 0.177487 0.180865 0.342324 0.270162 0.166208 0.159022
threshold=0 1 2 35.600000000000009 3 6.5000000000000009 4 5 44.07500000000001 5.5000000000000009 6 1.0000000180025095e-35 7 8 9 32.500000000000007 1.5000000000000002 33.175000000000004 10 29.500000000000004 14.500000000000002 21.500000000000004 11 1.0000000180025095e-35 12 13 39.07500000000001 36.400000000000006 43.675000000000004 5.5000000000000009
decision_type=9 9 9 10 9 8 9 9 10 8 9 10 9 9 9 10 10 10 9 10 10 10 9 10 9 9 10 10 10 10
left_child=3 13 9 -1 5 12 10 14 -5 -3 -6 -9 -4 22 15 -8 -12 19 21 -11 -14 -16 -2 -15 -22 26 -26 29 -28 -27
right_child=1 2 4 8 6 -7 7 11 -10 17 16 -13 20 23 18 -17 -18 -19 -20 -21 24 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=-0.0017569474285347522 -0.00026658959305194199 -1.1373295961599084e-05 -0.00072986103025696485 0.00027020153028681616 0.00016204591389318212 0.00037241191314537334 0.00045966420624078105 0.00011529529972207702 -0.00086188215394992964 -0.0027881813124647427 0.00020364078151939669 0.0020665025792423455 -0.0012129537664056441 -0.00025639084511442869 0.00037918755566634205 0.00010441269962932153 -0.00052590464934770429 -0.0016752702908701589 -0.0017237425791988758 0.00017239846032428871 -0.0011628198093961942 -4.8905374025809829e-05 0.00017070576071782584 -0.0012679115947548669 -0.0019077550604472751 0.00011463360574274578 0.00018313955008008697 -0.0015476360274914744 -0.0012623492116819633 -0.0010819709922947507
leaf_weight=35 34 127 143 169 167 49 40 55 27 30 49 166 74 101 83 217 131 191 108 26 166 31 66 235 32 109 144 65 36 38
leaf_count=35 34 127 143 169 167 49 40 55 27 30 49 166 74 101 83 217 131 191 108 26 166 31 66 235 32 109 144 65 36 38
internal_value=-5.43389e-06 -0.000283408 0.000127621 0.00312397 0.000495297 -0.000489044 0.00129679 0.00208157 0.00434518 -0.0017039 -0.000301677 0.0042931 -0.000826734 -0.00238031 0.000987754 0.00183582 -0.00146597 -0.00269355 -3.43357e-05 -0.000421054 -0.000438519 0.001152 -0.000360361 -0.00295101 -0.000203047 0.00023908 0.00104036 -0.000573992 0.00176795 0.00035135
internal_weight=2944 2713 2277 231 1903 856 1047 700 196 374 347 221 807 436 479 257 180 247 222 56 664 114 100 336 590 424 212 212 180 147
internal_count=2944 2713 2277 231 1903 856 1047 700 196 374 347 221 807 436 479 257 180 247 222 56 664 114 100 336 590 424 212 212 180 147
cat_boundaries=0 26 43 70 71 73 74 75 77 78 79 81 82 83 86
cat_threshold=16 2 0 0 1073741824 0 0 2147483648 0 0 0 2048 8256 1024 0 0 0 0 0 10240 0 524288 0 0 0 16384 1 1 0 516 2 134217728 0 0 0 8224 8224 2097280 128 0 0 32 1073745936 268435456 8 4 0 0 0 262144 0 1 0 0 4 0 0 268435456 0 0 0 33554432 0 0 0 4194304 8 0 0 68 84011040 0 28692 49188 2 1073741824 20496 16795968 4 131136 32 4 16793632 49156 0 524288
is_linear=0
shrinkage=0.04


Tree=113
num_leaves=31
num_cat=12
split_feature=7 11 4 12 0 4 0 7 9 7 12 12 6 4 0 1 0 13 4 9 1 0 1 4 5 3 12 0 5 0
split_gain=0.906994 0.702823 0.532609 0.524827 0.514267 0.494573 0.473988 0.434231 0.645478 0.424153 0.811938 0.514702 0.639507 0.342141 0.330122 0.353938 0.325017 0.290596 0.274507 0.273593 0.320031 0.657182 0.25865 0.254928 0.240465 0.228096 0.24324 0.425639 0.205726 0.197715
threshold=0 1 152.50000000000003 2 50.425000000000004 2091500000.0000002 42.960000000000008 3 4 5 6 7 8 575.00000000000011 36.900000000000006 5.5000000000000009 24.500000000000004 9 1300.0000000000002 10 5.5000000000000009 35.850000000000009 5.5000000000000009 8015305000.000001 2.5000000000000004 2007.5000000000002 11 35.250000000000007 3.5000000000000004 14.500000000000002
decision_type=9 9 10 9 8 8 10 9 9 9 9 9 9 10 10 10 10 9 10 9 8 10 8 8 8 10 9 10 8 10
left_child=-1 3 4 5 7 -2 -7 14 17 10 -10 19 -13 -4 -3 -16 -14 28 -15 25 21 -21 -18 24 -20 26 27 -11 -9 -12
right_child=1 2 13 -5 -6 6 -8 8 9 11 29 12 16 18 15 -17 22 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00052426952943860239 -0.0029474098425099422 0.0023970942712299294 -0.0014379563447117793 -0.00075618272621401014 -0.0034048478358554481 0.00072757171383876467 -0.00031178721960158269 0.00026623145534797934 0.00030455191027262374 -1.4024605676576591e-05 -0.001606855948870779 -0.00011501127654787511 -2.3641926601716105e-05 0.00013059239908589756 -0.00012468170646378989 0.0021540974070646435 0.00016043279105211 -0.0011929262211177491 -4.9854963322157704e-06 0.002946440688893266 -0.0014442648448484247 0.00010225747943097075 0.00044271465442075151 8.2040601594574968e-06 -0.00038800474669871188 -0.0023341666592935819 -0.0001925236954761059 0.00031426770259500455 -0.00056154292248485266 -0.0012148690831120823
leaf_weight=103 28 30 71 346 45 65 26 74 101 73 46 188 93 29 54 25 319 160 64 26 25 69 85 45 85 49 206 49 81 291
leaf_count=103 28 30 71 346 45 65 26 74 101 73 46 188 93 29 54 25 319 160 64 26 25 69 85 45 85 49 206 49 81 291
internal_value=-9.62069e-05 -0.000235048 4.51118e-05 -0.00163866 0.000269856 0.000646153 0.00213043 0.000363813 0.000215826 0.000539545 -0.000516705 0.000932103 0.00163793 -0.00154576 0.0027 0.00155 0.00238583 -0.00141104 -0.000767858 -5.5119e-05 0.00152672 0.00270833 0.00292346 -0.00131282 -0.00210667 -0.00058763 -0.000218846 0.00114286 -0.000120483 -0.00145977
internal_weight=2951 2848 2383 465 2089 119 91 2044 1935 1620 438 1182 685 294 109 79 497 315 223 497 120 95 404 194 149 377 328 122 155 337
internal_count=2951 2848 2383 465 2089 119 91 2044 1935 1620 438 1182 685 294 109 79 497 315 223 497 120 95 404 194 149 377 328 122 155 337
cat_boundaries=0 17 20 21 38 40 52 53 55 56 57 59 61
cat_threshold=2 268435456 0 2048 0 0 0 8192 0 16 0 0 0 0 0 32 128 2147532800 590336 528385 32770 0 1 0 2097152 0 134217728 0 0 33554432 0 0 0 0 0 0 0 1073741840 1073741824 20480 0 0 67117056 524292 0 0 0 805437440 0 32 32 256 67648 158016 34 258 2 0 2048 256 32
is_linear=0
shrinkage=0.04


Tree=114
num_leaves=31
num_cat=12
split_feature=7 0 8 9 12 12 8 6 0 2 2 0 12 12 0 13 8 2 0 12 2 2 5 2 4 0 2 4 2 0
split_gain=1.03158 0.886007 0.744286 0.512852 0.946174 0.879625 0.603275 0.517185 1.08661 0.797384 0.754412 0.609115 0.483013 0.439486 0.445082 0.433307 0.41941 0.479628 0.411987 0.386298 0.348333 0.335411 0.332227 0.431052 0.328463 0.306203 0.300242 0.27642 0.269329 0.235683
threshold=0 48.175000000000004 1 2 3 4 5 6 40.250000000000007 80.500000000000014 29.500000000000004 44.07500000000001 7 8 18.500000000000004 9 10 41.500000000000007 39.07500000000001 11 67.500000000000014 4.5000000000000009 1.0000000180025095e-35 34.500000000000007 6050.0000000000009 10.500000000000002 11.500000000000002 133.00000000000003 8.5000000000000018 38.57500000000001
decision_type=9 8 9 9 9 9 9 9 10 8 10 10 9 9 10 9 9 10 10 9 8 10 10 10 10 10 8 10 10 10
left_child=12 2 18 4 22 27 -7 8 9 10 -8 13 21 14 -9 -15 28 19 -2 -18 25 -1 23 26 -21 -17 -4 29 -6 -5
right_child=1 -3 3 5 16 6 7 11 -10 -11 -12 -13 -14 15 -16 20 17 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00060731858128757941 -0.0027085903479820142 -0.003428621261364236 0.0021432481038304338 0.00019303240389717028 -0.0010133642948732618 -0.0020760482899558159 0.00022835398640171474 -0.00012533129091248855 -0.003066079692135717 -0.00011944590685928347 0.0041028120311400497 0.00056129375431370691 -0.00078327580446404046 -0.0013362103013279142 0.0025325745942971468 9.4333659195526133e-05 9.0985876830672899e-05 -0.00086176389837953622 0.0010510686985475831 -0.00057885980026539197 -0.00010604104422643077 0.00021323025160234734 -0.00095218444365218228 0.0031422440045687952 0.00043950009777427685 0.0016603281203056218 -0.0014983971678468621 -8.6757732608653521e-05 0.00011361713270196692 0.00027461227852745916
leaf_weight=35 31 88 25 200 36 119 144 73 40 39 27 29 239 415 50 40 126 125 86 287 45 74 26 29 32 26 33 57 88 283
leaf_count=35 31 88 25 200 36 119 144 73 40 39 27 29 239 415 50 40 126 125 86 287 45 74 26 29 32 26 33 57 88 283
internal_value=0.000139755 0.000415325 0.000555732 0.000392515 -0.000425429 0.00080851 0.000124763 0.000477102 0.00199234 0.00322275 0.00439535 -0.0001045 -0.00187187 -0.000363078 0.00170149 -0.000864061 -0.000987235 -0.00144578 0.00353125 -0.000852019 0.00127869 0.000366666 0.00280645 0.00422727 -0.00156364 0.00322388 0.00216949 0.00210526 0.00106667 0.00245454
internal_weight=2947 2599 2511 2394 807 1587 1047 928 250 210 171 678 348 649 123 526 694 570 117 445 111 109 113 87 319 66 58 540 124 483
internal_count=2947 2599 2511 2394 807 1587 1047 928 250 210 171 678 348 649 123 526 694 570 117 445 111 109 113 87 319 66 58 540 124 483
cat_boundaries=0 18 48 50 52 54 77 78 79 80 81 110 112
cat_threshold=0 0 33562624 524288 32 134225920 0 268435456 0 134225952 32 2097536 144 0 67108864 0 0 384 16 2 0 0 0 0 0 0 0 32768 0 0 0 0 0 4096 0 0 0 2048 0 0 0 0 0 16384 0 0 0 8192 1073742336 28708 16672 2 66 34 0 12 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 33554432 0 0 0 4194304 386 36192 68159488 6 0 0 0 0 0 0 0 2147483648 0 0 0 4 2048 512 0 0 0 0 0 0 128 0 16777216 0 0 0 0 0 524288 163840 32
is_linear=0
shrinkage=0.04


Tree=115
num_leaves=31
num_cat=13
split_feature=8 7 8 2 0 7 17 9 12 2 2 12 12 0 5 11 3 1 12 0 0 2 2 2 2 7 12 3 2 0
split_gain=1.1536 1.11792 1.13991 0.766132 0.678411 0.618632 0.724655 1.18306 0.605094 0.763341 0.928393 0.580454 0.426993 0.427111 0.431378 0.392288 0.333769 0.325298 0.312616 0.322872 0.273491 0.288344 0.260004 0.259909 0.236071 0.226616 0.305741 0.41282 0.360617 0.438401
threshold=0 1 2 442.50000000000006 48.175000000000004 3 4 5 6 80.500000000000014 9.5000000000000018 7 8 40.250000000000007 1.0000000180025095e-35 9 2019.5000000000002 5.5000000000000009 10 27.250000000000004 39.07500000000001 16.500000000000004 4.5000000000000009 58.500000000000007 20.500000000000004 11 12 2014.5000000000002 40.500000000000007 18.500000000000004
decision_type=9 9 9 8 8 9 9 9 9 10 10 9 9 10 10 9 8 10 9 10 10 10 8 10 10 9 9 10 8 10
left_child=3 -2 18 8 5 -4 12 -8 20 10 -10 15 -7 14 -14 17 -17 -9 19 -3 -1 -22 -20 -23 -12 -13 27 28 29 -27
right_child=1 2 4 -5 -6 6 7 11 9 -11 24 25 13 -15 -16 16 -18 -19 22 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0031829028483221335 -0.00047832994616208899 0.0013315138968694133 0.0001955668130327793 0.00031984372773849197 -0.0039073428928670436 4.2604569760702777e-05 -0.0010639845596311255 -0.0012033547193867474 -0.00037272081837361979 -0.0014093957431160914 0.00074165058661623991 -8.2680918819659477e-05 0.0041432478603453957 -2.0285693098865739e-05 0.00012461670652329915 0.00040373682567395697 2.9484666363179118e-05 0.00022935878831234144 -0.00041063729698166462 -0.00087886561304083169 -0.00031883698056047724 0.00011959559353340589 -0.0021177961560621627 -0.00060123465250094929 0.0013074527823239716 0.00017325434504857423 0.00055880021818315018 0.00058787641780276947 -0.000708437167032175 2.3586345786132722e-06
leaf_weight=29 428 25 110 48 55 101 151 346 38 35 33 155 44 35 41 25 127 77 36 87 66 45 251 27 29 34 186 36 80 141
leaf_count=29 428 25 110 48 55 101 151 346 38 35 33 155 44 35 41 25 127 77 36 87 66 45 251 27 29 34 186 36 80 141
internal_value=-0.000124573 -0.000419831 -4.27122e-05 0.00199446 0.000401139 0.000546745 0.000329559 -2.33757e-05 0.00129373 0.00315068 0.00514851 0.00040394 0.00239655 0.00396946 0.00581395 -0.000511946 0.00117791 -0.00113364 -0.00194146 -6.50415e-05 -0.000382023 0.000345323 -0.0026443 0.00208219 0.00812698 0.00123173 0.00166393 0.000781456 0.000234374 0.00125
internal_weight=2921 2571 2143 350 1744 1689 1579 1358 302 135 100 1207 221 120 85 575 152 423 399 112 167 138 287 72 62 632 477 291 255 175
internal_count=2921 2571 2143 350 1744 1689 1579 1358 302 135 100 1207 221 120 85 575 152 423 399 112 167 138 287 72 62 632 477 291 255 175
cat_boundaries=0 30 48 75 92 93 95 96 98 99 101 102 119 120
cat_threshold=0 2048 0 0 0 1 0 0 0 32768 0 2052 0 1048576 268435456 0 0 0 33554432 10240 0 0 4194304 0 0 1342193664 64 0 0 8192 131073 16 67108864 516 2 134217728 0 268435456 0 134217728 40992 384 16 268435456 0 0 4096 384 1073741824 12 4 0 0 0 262144 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 2147483904 0 0 0 0 32768 4 0 128 1073741824 10240 0 0 0 8192 0 32 0 0 0 0 0 0 1073741952 40 1073741824 12416 67176482 67232064 2 163874 36 1024 67242080 0 0 0 0 0 0 0 537001984 2048 0 0 0 0 0 0 0 16 16779298
is_linear=0
shrinkage=0.04


Tree=116
num_leaves=31
num_cat=10
split_feature=7 0 7 2 0 0 9 12 12 2 5 7 2 2 0 13 2 2 0 2 2 7 6 2 0 2 2 6 0 0
split_gain=1.03306 1.10557 0.811009 0.737795 0.46029 0.426498 0.393345 0.705559 0.487548 0.407779 0.561873 0.438284 0.880189 0.472908 0.357633 0.357535 0.866817 0.923642 0.484078 0.362959 0.352761 0.337506 0.360041 0.328305 0.609515 0.298012 0.291122 0.279803 0.28378 0.275859
threshold=0 43.175000000000004 1 94.500000000000014 33.175000000000004 48.175000000000004 2 3 4 15.500000000000002 2.5000000000000004 5 26.500000000000004 29.500000000000004 29.500000000000004 6 46.500000000000007 71.500000000000014 38.57500000000001 55.500000000000007 34.500000000000007 7 8 14.500000000000002 35.850000000000009 12.500000000000002 19.500000000000004 9 15.500000000000002 39.07500000000001
decision_type=9 10 9 8 8 8 9 9 9 8 8 9 10 10 10 9 10 10 10 10 10 9 9 8 10 10 8 9 10 10
left_child=1 3 4 -1 -2 6 8 21 -4 10 -9 13 -13 -11 -15 19 -17 -18 -19 -14 -10 -8 23 24 -23 27 -25 28 -12 -24
right_child=2 -3 5 -5 -6 -7 7 9 20 11 25 12 15 14 -16 16 17 18 -20 -21 -22 22 29 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00014268389153182539 0.00046911959589597584 -0.0014816053999406151 -0.00048633790365109063 0.0024541956722167997 -0.0013854689912760018 -0.0025901417280143686 -0.0012990944549057962 0.00022300282088468822 -0.00015715544543077117 -0.0028613176079597957 0.00065988633649414509 0.00083815700496325763 0.0001127914981926332 -0.0001860022426132659 0.00072632962256363276 -0.00044576641849849118 0.0030977418108505224 -0.00023019149251393578 0.00044587035032886782 -0.0020083235413600924 0.00057947752385506795 0.00098429648519086552 -0.0014398286088208522 -0.0038900415424948992 1.1677583900812665e-05 -0.0025983301877909788 4.3676491981583116e-06 6.3071678018287774e-05 -0.00022906141429842819 -0.00014978081483776559
leaf_weight=128 65 43 151 44 274 76 231 86 100 43 35 205 86 48 55 67 35 36 53 68 42 49 58 30 87 74 275 165 105 89
leaf_count=128 65 43 151 44 274 76 231 86 100 43 35 205 86 48 55 67 35 36 53 68 42 49 58 30 87 74 275 165 105 89
internal_value=-3.16814e-05 0.00256637 -0.000248982 0.00411561 -0.00204572 1.86431e-05 0.000117853 0.000321446 -0.00122369 0.000952217 4.29175e-05 0.00157245 0.00206774 -0.000407644 0.00103846 0.000867051 0.0019604 0.004032 0.00182222 -0.000581819 0.000470587 -0.000573495 -5.34233e-05 0.000522123 0.00216058 -0.000621054 -0.000196079 -6.53604e-05 -0.0013245 -0.0016962
internal_weight=2903 215 2688 172 339 2349 2273 1980 293 1161 465 696 550 146 103 345 191 124 89 154 142 819 588 441 136 379 305 305 140 147
internal_count=2903 215 2688 172 339 2349 2273 1980 293 1161 465 696 550 146 103 345 191 124 89 154 142 819 588 441 136 379 305 305 140 147
cat_boundaries=0 16 34 36 38 39 46 47 64 65 66
cat_threshold=268435456 268435456 1048576 10240 0 8256 0 8192 0 32 0 0 128 268435456 0 32 0 144 536870912 512 2 134217730 0 0 33554432 134225920 40992 384 0 0 0 0 0 256 1073741824 16416 16803104 34 106498 0 0 67108864 524288 32 0 131072 2 0 0 0 4 0 0 0 131072 2048 0 0 0 0 0 0 0 16 142 280
is_linear=0
shrinkage=0.04


Tree=117
num_leaves=31
num_cat=17
split_feature=8 7 7 12 12 1 14 17 6 4 1 12 3 14 12 4 4 3 12 1 12 5 3 3 11 12 3 16 1 12
split_gain=1.31073 1.0798 0.629377 0.527539 0.500203 0.476571 0.404966 0.374154 0.414083 0.5286 0.340404 0.333384 0.290937 0.335903 0.296811 0.278401 0.275404 0.259408 0.24905 0.237971 0.220298 0.214024 0.166942 0.152363 0.204091 0.152045 0.214304 0.18694 0.140835 0.117317
threshold=0 1 2 3 4 5.5000000000000009 5 6 7 6050.0000000000009 4.5000000000000009 8 2015.5000000000002 9 10 215.00000000000003 16472860000.000002 2009.5000000000002 11 5.5000000000000009 12 1.0000000180025095e-35 2017.5000000000002 2003.5000000000002 13 14 1971.5000000000002 15 5.5000000000000009 16
decision_type=9 9 9 9 9 8 9 9 9 8 10 9 8 9 9 10 8 10 9 10 9 10 8 8 9 9 10 1 10 9
left_child=25 3 5 28 10 15 7 -6 9 -9 -4 -10 -5 14 -14 22 -7 18 19 -11 -13 -22 -3 -20 -25 26 27 -1 -2 -8
right_child=1 2 4 12 6 16 29 8 11 17 -12 20 13 -15 -16 -17 -18 -19 23 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062024927990130961 -0.0017123391317228798 -8.7096343336894818e-06 -0.00020320595673597259 -0.002634664950869072 0.00034028265192039556 0.0035968713091028802 -0.00033230177507271761 -0.0024868901255888976 -3.3949524463770654e-05 0.00040296080980268943 0.00081930138042038371 7.3172870913404262e-07 0.00062604272813336431 -0.00021989895772648539 -0.00070121989328872955 -0.0013745941091157312 0.00048992758165675014 -0.00012483944884451748 8.3793917717419448e-05 0.00025621613763250671 0.000306824231586393 -0.00022359512027235202 0.00028154160634917362 1.4918221034338009e-05 -0.0013492610533243925 -0.0011129069558121498 -0.0057622435030554925 0.00033184170550415053 -0.00032736867188045131 -6.3482504540957055e-05
leaf_weight=66 190 52 28 31 102 28 117 61 116 98 118 128 100 133 158 34 43 70 40 31 309 37 85 123 130 253 31 49 49 118
leaf_count=66 190 52 28 31 102 28 117 61 116 98 118 128 100 133 158 34 43 70 40 31 309 37 85 123 130 253 31 49 49 118
internal_value=-3.82393e-05 0.000300786 0.00079191 -0.00107738 0.000498472 0.00265613 0.000268275 0.000557324 0.000336221 -0.000446809 0.00264968 0.00106489 -0.000203234 9.18358e-05 0.000921932 0.00160465 0.0055 -1.62281e-05 0.000359337 0.00174286 0.00153402 0.00206162 0.0024058 -0.000302632 -0.000677166 -0.00213659 -0.000917198 -0.000172415 -0.002544 -0.00121951
internal_weight=2928 2529 1868 661 1626 242 1480 1245 1143 553 146 590 422 391 258 171 71 492 422 129 474 346 137 293 253 399 146 115 239 235
internal_count=2928 2529 1868 661 1626 242 1480 1245 1143 553 146 590 422 391 258 171 71 492 422 129 474 346 137 293 253 399 146 115 239 235
cat_boundaries=0 29 47 64 66 67 68 69 70 72 73 74 76 77 78 80 81 82
cat_threshold=268435456 12 4 0 0 0 0 0 0 0 0 33554432 0 1048576 0 4096 0 0 4096 0 0 0 4194304 8 0 32768 4 0 524288 131073 0 1073741824 2621444 524288 0 33554432 131072 33619968 0 40960 0 268435472 0 67108864 32 4096 32768 268435456 1 0 0 2 134217792 0 8192 2048 32 0 0 0 268435456 0 0 1073741824 173056 34 68159488 8321 49 268 320 32 8193 65570 16480 32 197664 4 182304 32 2 41250
is_linear=0
shrinkage=0.04


Tree=118
num_leaves=31
num_cat=10
split_feature=7 11 9 0 2 2 7 2 12 7 2 17 2 2 2 2 5 11 2 0 12 2 5 2 12 0 4 2 2 1
split_gain=1.2303 0.601653 0.494847 0.546208 0.768593 0.800601 0.412248 0.78389 0.482272 0.563026 0.494706 0.412847 0.448549 0.392129 0.382293 0.364399 0.363635 0.47332 0.665825 0.382767 0.361534 0.323879 0.379164 0.284953 0.324633 0.41313 0.280092 0.257434 0.677416 0.256281
threshold=0 1 2 39.07500000000001 111.00000000000001 12.500000000000002 3 510.50000000000006 4 5 25.500000000000004 6 9.5000000000000018 22.500000000000004 8.5000000000000018 4.5000000000000009 2.5000000000000004 7 2.5000000000000004 18.500000000000004 8 70.500000000000014 2.5000000000000004 19.500000000000004 9 18.500000000000004 7470085000.000001 39.500000000000007 19.500000000000004 1.5000000000000002
decision_type=9 9 9 10 10 8 9 10 9 9 8 9 8 10 10 8 8 9 8 10 9 8 8 10 9 8 8 10 8 10
left_child=2 -2 21 27 5 -5 14 8 11 10 -10 12 -8 -7 15 -3 -11 19 -19 20 -18 22 -1 -20 -25 -26 -27 28 -4 -13
right_child=1 6 3 4 -6 13 7 -9 9 16 -12 29 -14 -15 -16 -17 17 18 23 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0015580652464756259 -0.0016157467658647652 -0.0016317008787756508 -0.00021110299941739185 0.00058540595641757176 0.0056058566868901014 -0.00024460712386419227 -0.0014623906345063718 0.00038183029469726621 2.4685850765992335e-05 0.00019864921705768231 0.001809581990204397 0.00012005284861364957 0.00038396716246455161 0.00016961060464339338 -0.00097283924705779162 0.00083603968740098044 0.00019250931331612139 0.00046180623517874084 -0.00025228827292341079 0.00035914256015214316 -0.0023684500409878301 -0.003488482139822282 0.0031879471383629786 -0.00013103409207024645 0.00032329356397498352 -0.00045359231650216714 2.7962668034580027e-05 -0.00048088001981019259 0.00043408006348701739 -0.00085516249994726829
leaf_weight=26 224 27 27 60 35 52 33 25 62 122 40 32 96 49 152 30 129 44 327 46 120 44 41 107 25 25 220 49 36 626
leaf_count=26 224 27 27 60 35 52 33 25 62 122 40 32 96 49 152 30 129 44 327 46 120 44 41 107 25 25 220 49 36 626
internal_value=-1.50078e-05 -0.000351963 0.00196279 0.0027837 0.00414213 0.00293827 -0.000153111 2.10517e-05 -6.6181e-05 0.000416274 0.00311504 -0.000837094 0.00117143 0.000745097 -0.0018 0.000896551 0.00015306 -8.81236e-05 -0.000621872 0.00124183 0.000655999 -0.000360657 0.00135294 -0.000930497 -0.000179895 0.000569394 8.12999e-05 0.000637167 0.0023125 -0.00124365
internal_weight=2931 2512 419 308 196 161 2288 2079 2054 1267 102 787 129 101 209 57 1165 1043 748 295 249 111 67 704 377 270 245 112 63 658
internal_count=2931 2512 419 308 196 161 2288 2079 2054 1267 102 787 129 101 209 57 1165 1043 748 295 249 111 67 704 377 270 245 112 63 658
cat_boundaries=0 17 20 22 39 41 58 59 60 62 64
cat_threshold=268566530 129 0 0 32 8256 0 8192 2048 48 0 0 0 0 0 0 4096 2147500033 0 528384 0 28800 0 0 1073750016 2621952 0 2 33554432 268435456 0 134225920 40960 0 268435456 0 0 0 16 83928160 2 0 0 1048576 4 0 0 0 536870912 33554432 0 0 128 0 0 0 0 1073741824 41 32 16642 32 18432 32
is_linear=0
shrinkage=0.04


Tree=119
num_leaves=31
num_cat=10
split_feature=7 7 1 0 2 2 0 8 2 12 0 17 2 3 7 4 9 12 0 12 2 0 1 0 1 0 2 12 2 2
split_gain=1.38569 0.9537 0.916929 0.938059 0.590556 0.617728 0.908942 0.581812 1.17313 1.22553 0.679447 0.57086 0.549899 0.533502 0.387343 0.603689 0.505211 0.738454 0.873046 0.642931 0.592844 0.51564 0.402387 1.09759 0.393662 0.361031 0.467727 0.30976 0.41745 0.516832
threshold=0 1 5.5000000000000009 40.250000000000007 49.500000000000007 131.00000000000003 39.07500000000001 2 277.00000000000006 3 37.250000000000007 4 9.5000000000000018 1971.5000000000002 5 575.00000000000011 6 7 23.500000000000004 8 108.50000000000001 31.500000000000004 1.5000000000000002 35.600000000000009 4.5000000000000009 44.07500000000001 2.5000000000000004 9 8.5000000000000018 79.500000000000014
decision_type=9 9 10 10 10 10 10 9 10 9 10 9 8 10 9 10 9 9 10 9 8 10 10 8 10 10 10 9 10 10
left_child=2 -2 3 4 12 -6 -7 8 9 10 -3 27 -1 -14 -13 16 19 18 -18 21 25 -16 23 -19 -17 26 -20 -9 -29 -30
right_child=1 7 -4 -5 5 6 -8 11 -10 -11 -12 14 13 -15 15 24 17 22 20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0003741748036286452 -0.0009948475042961904 0.0016160799406477438 -0.0011840609567634584 -0.0010712875980374965 -0.0010806625520081664 -2.2620843089349568e-05 0.0053548441812772555 -0.00075294009521420556 0.0010322422984707219 -0.00092057385853885258 0.00034925813222939721 -0.0011799461590118233 0.0032747675861248909 0.00060131621991238926 0.002599599958919938 0.00041301496665475636 -0.00067008603608865298 0.0055934553244115408 0.00079319536815194199 -0.00026592730759413983 0.0024634288565099018 -4.6535938368824051e-05 -8.3537706918978009e-05 -0.00046930230922056284 0.002670615911326247 -6.0946097326370266e-05 0.00025965361190901596 -0.0018104443875075415 0.00039111587040514839 -0.0060206362166543648
leaf_weight=37 216 25 48 47 36 30 28 339 25 135 85 107 40 47 28 30 156 28 26 186 49 106 637 28 26 32 177 31 105 25
leaf_count=37 216 25 48 47 36 30 28 339 25 135 85 107 40 47 28 30 156 28 26 186 49 106 637 28 26 32 177 31 105 25
internal_value=0.000212619 -9.4911e-05 0.00267901 0.00368421 0.00478539 0.00235789 0.00488135 0.000140174 0.00185053 0.00105691 0.00396694 -8.65078e-05 0.006592 0.00831818 0.000280269 0.000449999 0.000294359 0.00068881 0.00195122 -0.00108761 0.00331228 0.000993103 -0.000130683 0.00308772 0.00449123 0.00245763 0.00307843 -0.00125245 0.000209301 0.00122137
internal_weight=2915 2602 313 265 218 94 58 2386 270 245 110 2116 124 87 1616 1509 1453 1133 440 320 284 134 693 56 56 235 203 500 161 130
internal_count=2915 2602 313 265 218 94 58 2386 270 245 110 2116 124 87 1616 1509 1453 1133 440 320 284 134 693 56 56 235 203 500 161 130
cat_boundaries=0 17 35 62 64 65 82 84 85 87 89
cat_threshold=268435456 0 1056768 10368 0 64 0 8192 2048 16 0 320 0 0 0 32 16 131073 0 0 0 0 134225922 0 0 33554432 8224 32 0 128 0 0 0 0 33152 16 4 0 134217728 0 0 0 0 0 0 0 2048 2048 1048576 0 0 0 0 33558528 8192 0 0 4194304 0 0 16384 64 65602 32 14 0 128 67108864 0 2 0 0 0 0 0 0 0 0 0 0 0 4096 1073741824 16420 85131266 42272 32 75842 32
is_linear=0
shrinkage=0.04


Tree=120
num_leaves=31
num_cat=11
split_feature=8 8 10 9 12 4 3 6 12 2 13 2 2 12 3 6 3 2 2 2 1 2 2 2 2 2 4 1 2 6
split_gain=1.46385 0.804431 0.475479 0.484716 0.935976 1.03267 0.607763 0.506594 0.4556 0.681363 0.637559 0.455941 0.482696 0.42424 0.620887 0.540666 0.868532 0.44507 0.637499 0.381494 0.377801 0.35773 0.371719 0.26909 0.321719 0.363119 0.264838 0.25272 0.244123 0.347568
threshold=0 1 2 3 4 7650.0000000000009 2008.5000000000002 5 6 14.500000000000002 7 29.500000000000004 58.500000000000007 8 2021.5000000000002 9 2013.5000000000002 101.50000000000001 41.500000000000007 10.500000000000002 5.5000000000000009 35.500000000000007 8.5000000000000018 131.00000000000003 9.5000000000000018 11.500000000000002 1642125000.0000002 5.5000000000000009 15.500000000000002 10
decision_type=9 9 9 9 9 8 8 9 9 10 9 10 10 9 8 9 8 10 10 10 8 10 8 10 8 8 8 10 8 9
left_child=8 -2 -3 13 5 -5 -6 20 9 -1 21 26 -13 15 19 16 -4 18 27 -15 -7 22 -10 24 -17 -26 -12 -16 -27 -30
right_child=1 2 3 4 6 7 -8 -9 10 -11 11 12 -14 14 17 23 -18 -19 -20 -21 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.002512362762422326 -0.0007718832030366667 -0.00075047547053453019 0.0055533420078684873 0.006801636284278728 0.0025218892793248803 5.0975114734433826e-05 -0.00015546859882102038 -0.00016262523489326053 -0.00063487108373709523 0.00014338004433887366 -0.00014050059714869318 0.00073645199035334702 0.00056358231360093642 9.1982348269523275e-05 0.00018971862445235816 -0.00098120917080013687 -0.00016458544981346447 0.00048489357319698718 -0.0010231448879206404 -0.0013390165751503455 0.0023442047977823639 -0.0011651327064776658 0.00037547126136989659 -0.0016520558735761506 0.00022084229526135417 -0.0019912992381122129 0.00053726338422245112 0.00038201389176723146 -0.00031903891383507635 4.0328244558404097e-05
leaf_weight=49 245 110 26 32 27 80 199 100 26 63 26 37 38 27 290 187 85 64 120 89 26 49 85 81 47 78 133 75 126 335
leaf_count=49 245 110 26 32 27 80 199 100 26 63 26 37 38 27 290 187 85 64 120 89 26 49 85 81 47 78 133 75 126 335
internal_value=-4.73623e-05 -0.000453659 -0.00020587 -6.4609e-05 0.00106105 0.00276305 -0.000776372 0.00181642 0.00188781 -0.000390245 0.00252839 0.00385306 0.00657895 -0.000390007 0.000384614 -0.000922132 0.00160656 0.000952726 0.000534978 -0.00225641 0.00355555 0.000467835 0.00175 -0.00126705 -0.0010491 -0.000586032 0.002775 0.00136612 -0.000881482 -0.000528139
internal_weight=2955 2449 2204 2094 464 238 226 206 506 112 394 234 75 1630 665 965 111 549 485 116 106 160 111 854 773 586 159 365 539 461
internal_count=2955 2449 2204 2094 464 238 226 206 506 112 394 234 75 1630 665 965 111 549 485 116 106 160 111 854 773 586 159 365 539 461
cat_boundaries=0 30 60 61 63 65 66 67 68 69 70 71
cat_threshold=16 2050 0 134217728 0 1 0 0 0 32768 0 2052 0 1049088 0 0 0 0 0 8192 128 0 0 0 0 1342193664 0 0 0 4096 268435456 4 4 0 3221225472 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2048 2147483904 0 0 0 0 0 0 0 128 8192 1 384 14468 66818 32 92 16844832 12 230754 2 148
is_linear=0
shrinkage=0.04


Tree=121
num_leaves=31
num_cat=14
split_feature=8 2 7 7 8 6 2 5 17 3 2 13 12 15 1 2 9 2 5 13 12 2 12 8 2 2 2 2 1 1
split_gain=1.27867 2.02407 1.26799 0.982659 0.726146 0.678227 0.781693 0.530451 0.392059 0.45112 0.68141 0.436862 0.43129 0.381394 0.842497 0.321181 0.29943 0.306338 0.242974 0.289271 0.640368 0.735435 0.400706 0.401583 0.311789 0.37085 0.255823 0.24486 0.233607 0.227785
threshold=0 44.500000000000007 1 2 3 4 7.5000000000000009 2.5000000000000004 5 2003.5000000000002 272.00000000000006 6 7 8 5.5000000000000009 8.5000000000000018 9 11.500000000000002 2.5000000000000004 10 11 48.500000000000007 12 13 25.500000000000004 15.500000000000002 6.5000000000000009 3.5000000000000004 5.5000000000000009 5.5000000000000009
decision_type=9 10 9 9 9 9 10 8 9 10 10 9 9 9 10 10 9 8 8 9 9 8 9 9 8 10 10 8 10 10
left_child=1 28 -2 5 -5 6 -4 -7 -6 10 12 -11 -10 29 16 -9 17 -15 -18 22 21 -21 27 -24 25 26 -22 -20 -1 -14
right_child=2 -3 3 4 8 7 -8 15 9 11 -12 -13 13 14 -16 -17 18 -19 19 20 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00013815839120673168 -0.00070367569244710385 0.00025348325631079375 0.0047126445811111108 -0.00062974520838541246 -0.00038207205158934348 -0.0002619877872559793 -0.00015752276163307925 0.00041514720140156994 -0.00087950695292590036 9.5813340200558875e-06 0.0016314349740642481 -0.00060838469032624496 -0.0060792906856722466 -0.0010648575496782142 0.00039335072363468607 0.0029080674043586809 0.00073561325492682767 2.8902185148854329e-05 0.00049761101346800115 0.00094322895050990088 0.003935778593117922 0.0015593671207512294 0.00034056155298174749 -0.0014270512702611313 -3.2501029945546618e-05 0.0013513491308415424 -0.0016312555658280607 0.00018157032556756359 -0.00022936716341993857 -1.511961277193392e-05
leaf_weight=170 295 56 34 226 155 27 78 27 241 148 25 129 33 41 41 49 27 73 26 62 28 44 116 120 143 50 39 201 28 173
leaf_count=170 295 56 34 226 155 27 78 27 241 148 25 129 33 41 41 49 27 73 26 62 28 44 116 120 143 50 39 201 28 173
internal_value=6.88136e-06 0.0026566 -0.000256951 5.74557e-05 -0.000206321 0.00256637 0.000260162 0.00480702 5.19201e-05 0.00022586 0.000504042 -0.0012518 0.000389307 0.00069381 0.0010137 0.00696104 0.000782697 -0.001088 0.00103345 0.000920481 0.00174005 0.00423932 0.000227847 -0.000906884 0.000590405 0.00213559 0.00017647 0.00139496 0.00084422 -0.000847927
internal_weight=2905 254 2651 2356 2141 215 112 103 1915 1760 1483 277 1458 1217 1011 76 970 114 856 829 366 106 463 236 260 117 67 227 198 206
internal_count=2905 254 2651 2356 2141 215 112 103 1915 1760 1483 277 1458 1217 1011 76 970 114 856 829 366 106 463 236 260 117 67 227 198 206
cat_boundaries=0 27 45 62 91 92 93 94 96 97 99 100 101 103 126
cat_threshold=16 2 0 0 0 0 0 0 0 32768 0 2052 8192 1048576 0 0 0 0 0 8192 0 0 0 0 0 1342177280 64 131072 128 1056768 512 524288 2 0 0 0 134225952 32 0 16 0 0 0 4096 256 268435459 0 1610612736 2097280 0 0 0 536879104 0 268435456 0 0 0 268435456 0 0 16 268435456 8 4 0 1073741824 1 0 0 1 0 0 0 0 512 0 0 0 0 0 0 0 0 0 8 0 0 0 0 524288 78 6 2 40960 2 2156920832 0 12304 10 1247264 16780640 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216
is_linear=0
shrinkage=0.04


Tree=122
num_leaves=31
num_cat=7
split_feature=7 8 2 8 2 3 2 0 7 10 0 12 8 3 2 2 2 2 0 2 1 2 2 0 2 0 2 3 3 3
split_gain=1.31042 0.987986 0.746034 0.648686 0.589531 0.512519 0.583341 0.478628 0.474364 0.367065 0.315219 0.335192 0.418214 0.391469 0.348214 0.324711 0.771741 0.324502 0.304315 0.634015 0.483557 0.329252 0.295135 0.261392 0.633256 0.246178 0.222701 0.21729 0.215768 0.261272
threshold=0 1 163.00000000000003 2 70.500000000000014 2016.5000000000002 3.5000000000000004 35.850000000000009 3 4 48.175000000000004 5 6 2015.5000000000002 20.500000000000004 19.500000000000004 21.500000000000004 12.500000000000002 36.900000000000006 31.500000000000004 5.5000000000000009 29.500000000000004 169.50000000000003 43.675000000000004 17.500000000000004 18.500000000000004 104.50000000000001 2013.5000000000002 1994.5000000000002 2004.5000000000002
decision_type=9 9 8 9 10 8 10 10 9 9 8 9 9 10 8 8 8 10 10 10 10 10 10 10 10 10 10 8 8 8
left_child=2 -2 4 5 23 -3 -7 25 -5 -10 11 13 14 15 -13 17 -17 -11 19 -18 26 -20 28 24 -1 -8 -21 -26 -14 -30
right_child=1 3 -4 8 -6 6 7 -9 9 10 -12 12 22 -15 -16 16 18 -19 21 20 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.00065255858934733463 -0.001770941941810342 0.00081657706134821738 0.0058399145283524493 -0.00042906074504939147 -0.0023385974334609407 0.00055013386189955646 0.00012902291523397163 -0.0010569677160731929 -0.00078864304045214815 7.7474116451949616e-05 -0.0040409084854386018 7.5272502073723932e-06 -0.0041260166914989481 0.00061574147020419551 0.00032329873575341633 0.0015957474549997855 0.0030610022693289885 -0.0017412734653099082 -0.0017996560697256512 0.00014887688117668421 -0.0017826394644097771 0.00022191264575779318 -0.00038354312857421749 -6.436336889383309e-05 0.00062520475577655459 0.00024133158204502181 0.0041440425134965297 -0.00035561973342755501 0.00028327285940671961 -2.5662382280509771e-05
leaf_weight=61 252 29 36 521 25 37 52 72 145 170 47 72 26 47 39 31 27 68 48 57 26 107 77 34 26 25 25 41 48 691
leaf_count=61 252 29 36 521 25 37 52 72 145 170 47 72 26 47 39 31 27 68 48 57 26 107 77 34 26 25 25 41 48 691
internal_value=-0.000191699 -0.00043491 0.00268376 -0.000187351 0.00176596 0.00185841 0.00115508 2.66657e-05 -0.000388963 -7.03755e-05 0.000108843 0.000207691 -0.000261412 0.000933548 0.00193443 0.000649999 0.00147826 -0.00046862 0.000824741 0.00220588 0.000807339 -0.000384616 -0.000572099 0.00265031 0.00347287 0.00220513 0.00231325 0.000764705 -0.000339427 -0.000210812
internal_weight=2962 2739 223 2487 187 215 186 149 2272 1751 1606 1559 953 606 111 559 321 238 290 135 108 155 842 162 128 77 82 67 765 739
internal_count=2962 2739 223 2487 187 215 186 149 2272 1751 1606 1559 953 606 111 559 321 238 290 135 108 155 842 162 128 77 82 67 765 739
cat_boundaries=0 17 47 76 93 94 96 126
cat_threshold=268435456 1 0 10240 65568 134225920 0 8192 0 0 0 8256 0 268435456 0 0 1073741824 268435456 0 4 0 65536 0 262144 2147483648 1 0 0 33554432 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 16384 4 0 0 8192 16 2050 0 0 0 0 0 0 0 32768 0 0 0 0 0 0 0 0 0 10240 128 0 0 0 0 0 64 0 524288 1 16 0 2097668 2 66 0 131072 0 32 32 128 0 0 0 0 4096 17 1213792 2 0 0 0 0 2147483648 0 0 0 0 0 0 131076 0 0 0 4096 0 0 4096 0 0 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=123
num_leaves=31
num_cat=10
split_feature=7 8 2 1 7 17 12 11 2 2 3 3 2 12 0 12 13 2 2 0 2 5 0 0 2 0 9 3 3 0
split_gain=1.49005 0.930907 1.20495 0.66877 0.522351 0.510276 0.542958 0.428392 0.722118 0.397341 0.625095 0.471971 0.380934 0.428332 0.719158 0.427101 0.652411 0.522474 0.974976 0.44956 0.358059 0.35266 0.340468 0.338901 0.334193 0.442649 0.349209 0.712162 0.326014 0.46372
threshold=0 1 35.500000000000007 3.5000000000000004 2 3 4 5 3.5000000000000004 39.500000000000007 2002.5000000000002 2007.5000000000002 17.500000000000004 6 35.250000000000007 7 8 25.500000000000004 63.500000000000007 18.500000000000004 13.500000000000002 3.5000000000000004 9.5000000000000018 38.57500000000001 48.500000000000007 43.175000000000004 9 2014.5000000000002 2000.5000000000002 35.600000000000009
decision_type=9 9 8 8 9 9 9 9 10 10 10 10 10 9 10 9 9 10 10 10 8 8 10 10 8 10 9 8 10 10
left_child=24 2 21 22 23 -6 20 8 -8 11 -11 -10 13 14 -9 -14 19 -18 -19 -17 28 -2 -3 -5 25 26 27 -1 29 -7
right_child=1 3 -4 4 5 6 7 12 9 10 -12 -13 15 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0007689388107244311 0.00045925866852341765 7.0660185173616796e-06 0.00048299403782083348 0.0044581089839134894 -0.0016698929053474715 0.00077292035179831093 0.00043765647597211938 -0.0025995082493490539 -0.00019205967873364447 0.0020686952657871429 -0.00011152726653293716 0.00066338137162962627 -0.00067488884074437452 -0.00028577525025278274 0.00091145205407442982 -0.0011020052537321619 0.0014539825101953837 -0.00046004717588813061 0.00066631211744686513 0.00031604025243625367 -0.0013127102519023099 -0.00012253975808931855 0.00011529525832136546 0.00072509599191670929 -0.00062312058300295734 -0.003432815339674006 -0.00013328493034012176 -2.9827264985259817e-05 4.3132821147493263e-05 -0.001179945554914199
leaf_weight=35 59 110 82 26 147 36 78 45 321 86 28 100 117 185 57 99 28 41 36 47 242 130 25 89 281 65 163 83 30 54
leaf_count=35 59 110 82 26 147 36 78 45 321 86 28 100 117 185 57 99 28 41 36 47 242 130 25 89 281 65 163 83 30 54
internal_value=-8.88595e-05 0.000384581 0.00253901 8.43955e-05 -0.000109879 -0.000284117 -7.31271e-05 0.000318998 0.00107051 0.000559701 0.00264348 -9.47962e-06 -0.000390391 -0.00148611 0.000637167 0.000455284 0.00135878 0.00362069 0.00220513 -0.000407644 -0.00141555 0.000863157 0.00279412 0.00238095 -0.00179937 -0.000991355 -0.000297873 0.00130232 0.000330578 -0.000879122
internal_weight=2925 2298 271 2027 1892 1777 1630 1268 613 535 114 421 655 287 102 368 251 105 77 146 362 189 135 115 627 346 281 118 120 90
internal_count=2925 2298 271 2027 1892 1777 1630 1268 613 535 114 421 655 287 102 368 251 105 77 146 362 189 135 115 627 346 281 118 120 90
cat_boundaries=0 18 47 55 56 58 60 61 62 63 65
cat_threshold=131074 0 1611923456 2621952 34 64 0 0 33556480 134217728 40992 448 16 268435456 0 32 144 384 0 0 0 0 0 0 0 0 0 0 0 133124 8192 0 0 4096 0 0 33558528 2048 0 0 0 0 0 268451840 0 0 524288 268435457 17 0 2048 0 0 0 268443648 6 83911680 2 4 1024 1081664 1081378 2 0 2048
is_linear=0
shrinkage=0.04


Tree=124
num_leaves=31
num_cat=10
split_feature=8 15 7 13 7 8 2 2 9 4 3 2 5 2 5 3 6 11 0 3 6 2 3 5 2 2 4 2 0 2
split_gain=1.06246 1.05541 0.763424 0.593708 0.560634 0.647012 0.53622 0.599013 0.513391 0.520315 0.448285 0.437021 0.943101 0.428263 0.341439 0.428937 0.339214 0.329129 0.321888 0.304136 0.277372 0.229955 0.229834 0.228349 0.222544 0.335579 0.228134 0.214253 0.213027 0.207259
threshold=0 1 2 3 4 5 59.500000000000007 145.50000000000003 6 5544455000.000001 1992.5000000000002 28.500000000000004 1.0000000180025095e-35 17.500000000000004 5.5000000000000009 2019.5000000000002 7 8 33.175000000000004 2005.5000000000002 9 482.50000000000006 2015.5000000000002 5.5000000000000009 22.500000000000004 27.500000000000004 1.0000000180025095e-35 5.5000000000000009 22.250000000000004 31.500000000000004
decision_type=9 9 9 9 9 9 10 10 9 10 10 8 10 8 8 8 9 9 10 8 9 10 8 8 8 8 10 10 10 10
left_child=8 -2 -3 6 14 10 19 28 -1 -10 11 12 27 16 -5 -16 23 29 -13 -4 24 -9 -18 -7 -19 -26 -27 -6 -8 -15
right_child=1 2 3 4 5 13 7 21 9 -11 -12 18 -14 17 15 -17 22 20 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00016094435938329249 0.00051249618239699538 -0.00026383370069441351 4.2176692078448143e-05 -0.00079014121202991637 -0.00048859914568889372 9.2046618264947952e-05 0.00052707951892380981 -0.0015297444809173652 0.00020370142287234525 0.00042663944284742494 -0.00069360658623944234 0.0010728088371730483 0.0010300901902306518 -0.0024598283237038609 0.00026068211765990784 0.0015114286074063815 0.0002411218642199673 -0.00050629638555287483 5.6744563840091747e-05 -0.00097585466854374224 -0.00016348448874654962 -2.2514567513331683e-05 3.1447567134634637e-05 -0.0021196331289914092 0.00047342126905563478 9.085795006886943e-05 -0.00030140568721733987 -0.002372312971063249 0.00014750993403658924 -0.001900460088043241
leaf_weight=128 116 125 69 26 25 46 36 48 241 34 40 42 47 55 43 38 46 32 44 490 202 25 304 109 26 172 33 40 93 157
leaf_count=128 116 125 69 26 25 46 36 48 241 34 40 42 47 55 43 38 46 32 44 490 202 25 304 109 26 172 33 40 93 157
internal_value=2.45473e-05 -0.000281891 -0.000466998 -0.000292302 0.000163848 -5.59059e-05 -0.00119689 0.000551723 0.00190338 0.00286713 0.0017992 0.00265327 0.000991149 -0.000442583 0.00281356 0.00434146 0.000434782 -0.00110325 0.00478161 -0.00185 -0.000462186 -0.00232433 0.00110803 -0.00108434 0.00039416 0.000844827 0.000291261 -0.00212121 0.00218461 -0.00236771
internal_weight=2932 2529 2413 2288 1527 1420 761 202 403 275 238 198 112 1182 107 81 505 677 86 559 465 73 350 155 263 231 205 65 129 212
internal_count=2932 2529 2413 2288 1527 1420 761 202 403 275 238 198 112 1182 107 81 505 677 86 559 465 73 350 155 263 231 205 65 129 212
cat_boundaries=0 30 31 48 49 66 93 95 96 97 98
cat_threshold=0 2 0 134217728 0 1 0 0 0 0 0 131072 8192 1049088 0 4096 0 0 0 8192 0 524288 0 0 0 268451840 0 0 0 4096 2621440 16384 268435456 1048576 0 0 0 0 0 0 0 0 64 16 0 0 0 1073745920 4 0 129 536870912 0 0 0 0 268443648 0 0 0 0 0 0 0 0 128 16 2048 0 0 0 0 262144 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 128 0 4194304 0 0 0 64 128 24704 260 67125280 408
is_linear=0
shrinkage=0.04


Tree=125
num_leaves=31
num_cat=13
split_feature=12 7 9 0 13 1 12 0 9 0 12 3 0 9 6 3 5 0 5 0 6 13 6 9 0 0 1 0 3 3
split_gain=1.15655 1.03362 1.11467 0.524752 0.502512 0.569246 0.412657 0.410066 0.408967 0.491914 0.389651 0.372035 0.359208 0.345934 0.364279 0.403718 0.316765 0.276762 0.3975 0.275125 0.272639 0.26852 0.283902 0.238925 0.30863 0.233498 0.180134 0.178459 0.172885 0.172744
threshold=0 1 2 35.600000000000009 3 4.5000000000000009 4 48.175000000000004 5 18.500000000000004 6 2010.5000000000002 43.175000000000004 7 8 1999.5000000000002 3.5000000000000004 40.250000000000007 2.5000000000000004 39.07500000000001 9 10 11 12 39.07500000000001 42.250000000000007 5.5000000000000009 43.675000000000004 1998.5000000000002 1990.5000000000002
decision_type=9 9 9 10 9 8 9 8 9 10 9 8 10 9 9 10 8 10 8 10 9 9 9 9 10 10 10 10 10 10
left_child=8 3 4 6 10 -6 -2 13 9 -1 19 -4 16 17 15 26 -13 18 -7 -3 -11 -10 -23 24 -12 -26 -15 -16 -5 -22
right_child=1 2 11 28 5 7 -8 -9 21 20 23 12 -14 14 27 -17 -18 -19 -20 -21 29 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00042929760732337375 -6.0530108407044427e-05 0.00013472915432815626 -0.00010663313052219216 -0.00074856569300474633 0.00262957942279908 0.00034255487549668422 0.00024835436915722286 -0.0038121166420435693 -1.6079714919101791e-07 -0.0029331123282366573 -0.0019350301195563253 0.00042320880464499902 0.00017206625303853759 0.00011927511514712289 -0.0012447528218484667 0.00041782653012276155 0.0014018078811689871 -0.0013875770420922976 0.00060251832968277177 -0.001489430764915497 0.00014334311614780683 -0.00048086359511420097 -0.0011025360225783167 -0.00094283577746361827 4.1940084557603088e-05 -0.0015552530080476374 -0.00024809212279009113 0.00013905953350659497 -4.9788936442992565e-05 -0.00023768238790375831
leaf_weight=25 157 40 46 231 25 75 103 27 115 102 51 34 40 175 137 39 112 27 71 91 89 507 233 105 104 30 37 27 39 33
leaf_count=25 157 40 46 231 25 75 103 27 115 102 51 34 40 175 137 39 112 27 71 91 89 507 233 105 104 30 37 27 39 33
internal_value=-0.000255465 0.00036423 0.000972392 -0.00110906 0.000406715 0.00110599 0.000153256 0.000876622 -0.00126996 0.00016923 -0.000657408 0.00342387 0.00436364 0.00110017 0.000422534 0.00135878 0.00527891 0.00254348 0.00337415 0.00109859 -0.000426668 -0.00168591 -0.00197071 -0.00146179 -0.000510205 0.000474073 0.000713614 -0.00100572 -0.00236162 0.000842104
internal_weight=2927 1823 1293 530 1061 640 260 615 1104 249 421 232 186 588 415 251 146 173 146 131 224 855 740 290 185 134 212 164 270 122
internal_count=2927 1823 1293 530 1061 640 260 615 1104 249 421 232 186 588 415 251 146 173 146 131 224 855 740 290 185 134 212 164 270 122
cat_boundaries=0 2 19 21 22 24 26 28 30 31 32 33 34 36
cat_threshold=16867424 2 268435457 0 1610620928 2048 0 0 131072 537001984 33554432 32 32 384 0 0 0 32 1073741840 0 30740 12 67142912 32 1 4132 32768 32 0 20480 154 258 8 202 0 10240
is_linear=0
shrinkage=0.04


Tree=126
num_leaves=31
num_cat=11
split_feature=7 12 7 8 2 9 3 3 3 4 12 4 12 2 2 6 15 2 3 2 2 2 12 2 13 2 1 2 2 2
split_gain=1.11938 0.810467 0.808804 0.741177 0.519565 0.436244 0.498451 0.563145 0.444778 0.412163 0.404965 0.683091 0.388921 0.437204 0.383908 0.319114 0.552866 0.437404 0.407955 0.355878 0.309453 0.300687 0.280722 0.271809 0.748775 0.639086 0.274692 0.240646 0.231725 0.473629
threshold=0 1 2 3 6.5000000000000009 4 2003.5000000000002 1998.5000000000002 2007.5000000000002 345.00000000000006 5 45.000000000000007 6 57.500000000000007 47.500000000000007 7 8 12.500000000000002 2012.5000000000002 6.5000000000000009 37.500000000000007 40.500000000000007 9 15.500000000000002 10 4.5000000000000009 3.5000000000000004 131.00000000000003 22.500000000000004 88.500000000000014
decision_type=9 9 9 9 10 9 8 10 8 10 9 10 9 10 8 9 9 10 10 10 10 8 9 10 9 8 8 8 10 10
left_child=1 20 22 9 -3 12 7 -7 -8 27 11 23 -5 21 15 16 18 19 -12 -17 -1 -14 -2 24 -10 -26 -25 -4 -6 -30
right_child=2 4 3 5 28 6 8 -9 10 -11 14 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.0033723322226337062 -3.4628569947062799e-05 0.0022610405567946722 0.00025022402518972862 -0.00058002809605505238 3.0200201629911178e-05 9.7861894168032949e-06 -0.0020004095894944592 0.00064294358929160313 -0.0010750295861162722 0.00017507100257833959 0.00084606024926985848 -0.00023068154072233295 3.8218974413495102e-05 -0.001851259548024694 -0.00091719189028733456 0.00023923816096681894 -0.0022004903302637411 -0.0012760177106898259 -0.0053750227932487125 0.0026334662002591696 0.00016582420205941232 0.0011124603153907556 -0.00040047201397251132 -2.7969346548076727e-05 0.00061486918592825867 -3.9694040649716162e-06 0.00023892824596227449 5.9619249830057635e-05 0.00052618884138080078 1.2936943034926505e-05
leaf_weight=68 103 35 138 145 57 81 46 48 113 29 153 164 69 32 228 44 120 63 26 28 38 26 239 35 87 169 407 37 66 48
leaf_count=68 103 35 138 145 57 81 46 48 113 29 153 164 69 32 228 44 120 63 26 28 38 26 239 35 87 169 407 37 66 48
internal_value=0.000106013 0.00232817 -0.000166605 0.000107872 0.00376037 -0.000122197 0.00010532 0.00249231 -7.83858e-05 0.00234419 3.17451e-05 0.000547666 -0.00158304 8.69556e-05 -0.000725112 -3.67826e-05 -0.000761291 0.00150685 0.000652631 0.00372603 -0.000547009 0.00145833 -0.00194901 0.00102956 0.000227026 0.00140824 0.00169752 0.00170454 0.003 0.00403478
internal_weight=2942 312 2630 2288 206 2084 1812 129 1683 204 1637 975 272 127 662 434 299 135 179 72 106 95 342 811 369 256 442 175 171 114
internal_count=2942 312 2630 2288 206 2084 1812 129 1683 204 1637 975 272 127 662 434 299 135 179 72 106 95 342 811 369 256 442 175 171 114
cat_boundaries=0 17 19 37 66 68 70 72 73 74 75 76
cat_threshold=0 1 1677721600 10240 0 64 0 536879104 33554432 268435472 0 0 0 268435456 0 32 16 1082432 32 131073 0 270336 512 32 134217728 0 268435456 0 134225920 32800 384 16 0 0 0 4096 256 16 0 0 0 0 1 0 0 0 0 0 2048 8192 0 0 4096 0 0 4096 0 0 0 0 0 0 268451840 64 0 524288 0 8212 1214786 32 1132546 32 344 69206016 180320 12
is_linear=0
shrinkage=0.04


Tree=127
num_leaves=31
num_cat=7
split_feature=7 8 8 0 4 2 3 9 8 2 2 6 2 6 1 4 3 4 4 0 2 2 1 2 0 3 0 4 2 0
split_gain=1.53177 0.933067 0.699067 0.466591 0.690712 0.426794 0.651713 0.421724 0.418238 0.387053 0.337127 0.533333 0.500247 0.401189 0.711784 0.481553 0.371574 0.307389 0.300933 0.285383 0.280356 0.268738 0.241935 0.240236 0.237342 0.45112 0.233351 0.296289 0.27773 0.286525
threshold=0 1 2 40.250000000000007 25409110000.000004 32.500000000000007 1971.5000000000002 3 4 70.500000000000014 5.5000000000000009 5 5.5000000000000009 6 5.5000000000000009 2050.0000000000005 2002.5000000000002 4600.0000000000009 28.000000000000004 29.500000000000004 27.500000000000004 12.500000000000002 5.5000000000000009 38.500000000000007 35.600000000000009 2020.5000000000002 14.500000000000002 2050.0000000000005 321.00000000000006 15.500000000000002
decision_type=9 9 9 10 8 8 10 9 9 8 10 9 8 9 10 10 8 8 10 10 8 10 8 10 10 8 10 8 10 10
left_child=8 3 17 5 -5 6 -2 9 19 18 11 12 -9 14 15 24 -15 -3 21 -1 -21 -4 -23 -22 -12 -26 -18 -28 29 -29
right_child=1 2 7 4 -6 -7 -8 10 -10 -11 13 -13 -14 16 -16 -17 26 -19 -20 20 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00069366452814762869 0.00043002321838297541 0.00012133442945122667 0.00059136576224946098 0.00044132725509523762 -0.0010511689295580706 0.00058742232813401702 -0.0013551684196830866 7.9035654890248796e-06 -0.00056166265583501183 -0.00041718584994602723 2.0640388595420862e-05 -0.0007363970447356109 0.0032455626243563063 0.0010178902035980042 -0.002085011700773954 -0.00022483441975806743 -9.0505305179617296e-05 -0.0011515067252351409 -0.0010301933635050498 -1.7903004536748802e-05 0.0011462856043413603 5.5422876738358309e-06 -0.0018536708817287507 -0.00028937225952434248 0.00033074816949542666 0.00083510090974993681 -0.00084432528044395977 0.00038965353733064716 0.0025522763204214489 2.1209729864876947e-05
leaf_weight=117 41 33 74 49 40 56 26 140 500 70 28 136 27 61 39 26 90 249 27 71 34 91 27 28 38 71 58 171 26 499
leaf_count=117 41 33 74 49 40 56 26 140 500 70 28 136 27 61 39 26 90 249 27 71 34 91 27 28 38 71 58 171 26 499
internal_value=2.30969e-05 0.000557168 0.000279116 0.00301345 0.000933332 0.00474193 0.00252941 0.000587134 -0.00152431 -0.000786668 0.000872624 -0.000302633 0.00119101 0.00120217 0.00277934 0.00407317 0.000807859 -0.00152901 1.81809e-05 -0.000153258 0.00110448 0.00058031 -0.000605043 0.00304762 0.00501449 0.00585454 0.000596449 0.000826489 0.00105595 0.000894187
internal_weight=2943 2193 1981 212 89 123 67 1699 750 289 1410 303 167 1107 202 163 905 282 219 250 133 192 118 62 137 109 844 754 696 670
internal_count=2943 2193 1981 212 89 123 67 1699 750 289 1410 303 167 1107 202 163 905 282 219 250 133 192 118 62 137 109 844 754 696 670
cat_boundaries=0 18 45 72 74 97 98 99
cat_threshold=131074 1 1644167168 2621444 524320 134225920 0 805306368 33619968 134225920 32800 128 268435600 0 67108864 0 4224 256 0 0 0 0 0 0 0 0 0 0 0 0 64 512 268435456 4096 0 0 4096 2048 0 0 0 0 0 268451840 64 268435456 2056 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 33554432 0 0 0 4194304 8 0 32768 4 1073742081 8324 0 0 0 134217728 0 0 0 0 0 0 0 131076 10240 512 0 0 0 0 0 0 0 0 16777216 332 272
is_linear=0
shrinkage=0.04


Tree=128
num_leaves=31
num_cat=10
split_feature=8 7 0 12 11 7 3 2 3 1 5 17 0 3 12 9 7 2 1 2 2 5 6 3 2 2 2 0 0 1
split_gain=1.52485 0.991716 0.898653 0.802537 0.61089 0.610742 0.698036 0.508908 0.62588 0.425975 0.417856 0.401114 1.33537 0.391585 0.611176 0.701407 0.407611 0.366305 0.347798 0.339811 0.332259 0.315783 0.255881 0.237335 0.226992 0.220218 0.484712 0.367292 0.428427 0.487006
threshold=0 1 40.675000000000004 2 3 4 2013.5000000000002 44.500000000000007 2010.5000000000002 1.5000000000000002 1.5000000000000002 5 35.600000000000009 2021.5000000000002 6 7 8 23.500000000000004 5.5000000000000009 5.5000000000000009 49.500000000000007 1.5000000000000002 9 2020.5000000000002 99.000000000000014 129.50000000000003 66.500000000000014 38.20000000000001 29.500000000000004 5.5000000000000009
decision_type=9 9 8 9 9 9 10 10 8 10 10 9 10 8 9 9 9 10 10 10 8 8 9 8 8 10 8 10 10 10
left_child=5 11 3 9 23 20 7 8 -7 -3 13 12 -2 18 22 16 -16 19 -6 -10 -1 -11 -15 -5 -4 26 27 28 29 -18
right_child=1 2 24 4 10 6 -8 -9 17 21 -12 -13 -14 14 15 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016817934124243949 0.00081809561155578932 0.0060752250150741443 -0.0012823625199970571 -0.00017568481493821148 0.00022861970148092364 -0.00050957121010113886 -0.001203569446590654 0.00039058687132635433 0.00045837431864055638 0.00028135115255929516 0.0007233623366758496 -0.0010625498107123183 -0.00051408329773276848 9.2883784009821011e-06 -9.0342152192590677e-06 -0.00016792797487707602 0.00043000839481080694 -6.485831958524715e-05 -7.8157393419830599e-05 0.00072993650644657276 -0.001158978474792938 -0.0011267861112117823 -0.00030852503822342874 -6.5769205351128652e-05 -5.7620451616029493e-05 0.0056212341535304567 -4.5866651577233497e-05 0.00027964401001115587 0.01063743551899538 -0.00016530808229753906
leaf_weight=60 39 25 179 65 259 25 26 45 70 31 80 318 76 256 111 101 73 28 42 58 51 361 155 95 47 31 74 93 30 27
leaf_count=60 39 25 179 65 259 25 26 45 70 31 80 318 76 256 111 101 73 28 42 58 51 361 155 95 47 31 74 93 30 27
internal_value=0.000148703 -0.000198528 0.000158433 0.000441884 0.00087292 0.00253476 0.00361977 0.00447577 0.0034945 -0.00109346 0.00115562 -0.00191892 0.000158729 0.000983239 0.000584033 0.0014519 0.00214222 0.00443312 0.00223841 0.00533333 -3.27878e-05 -0.00144529 -0.0005782 -0.00140351 -0.00222027 0.00285546 0.0025906 0.00351786 0.0048855 0.00356436
internal_weight=2931 2568 2135 1909 1492 363 252 226 181 417 1332 433 115 1252 951 540 439 156 301 128 111 392 411 160 226 328 297 223 130 100
internal_count=2931 2568 2135 1909 1492 363 252 226 181 417 1332 433 115 1252 951 540 439 156 301 128 111 392 411 160 226 328 297 223 130 100
cat_boundaries=0 30 48 50 52 63 64 65 67 75 76
cat_threshold=16 2048 0 134217728 0 0 0 0 0 32768 0 0 8192 1049088 268435456 0 0 0 0 10240 0 0 0 0 0 268451840 64 0 0 4096 0 128 1611661312 516 524288 134217728 0 268435456 33554432 0 32 384 0 0 0 0 1073745936 256 57344 2 67125248 2147485184 0 0 0 0 34 0 131072 0 0 9216 8192 41 67305506 1 18464 0 0 0 0 0 0 0 131072 92
is_linear=0
shrinkage=0.04


Tree=129
num_leaves=31
num_cat=12
split_feature=8 7 12 8 9 2 0 2 9 12 9 2 6 2 1 2 12 13 2 2 2 6 2 2 2 3 1 2 2 2
split_gain=1.08754 0.793755 0.790454 0.699005 1.05095 0.72692 0.6905 0.650458 0.46572 0.45115 0.577442 0.465936 0.454469 0.841098 0.59416 0.594997 0.471475 0.42676 0.444228 0.373027 0.404416 0.35515 0.51848 0.345222 0.368398 0.336778 0.341515 0.380104 0.336172 0.324551
threshold=0 1 2 3 4 27.500000000000004 40.250000000000007 3.5000000000000004 5 6 7 66.500000000000014 8 298.50000000000006 5.5000000000000009 70.500000000000014 9 10 10.500000000000002 29.500000000000004 24.500000000000004 11 8.5000000000000018 6.5000000000000009 19.500000000000004 1996.5000000000002 5.5000000000000009 50.500000000000007 6.5000000000000009 4.5000000000000009
decision_type=9 9 9 9 9 10 8 10 9 9 9 10 9 8 8 10 9 9 10 10 10 9 8 10 10 10 10 10 10 10
left_child=25 2 -2 4 7 29 9 -3 17 10 11 19 13 14 15 16 23 18 -4 20 -5 -8 -23 -11 -25 26 -1 -28 -18 -6
right_child=1 3 8 6 5 -7 21 -9 -10 12 -12 -13 -14 -15 -16 -17 28 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00032356883147421141 -0.0016037158656099393 0.00098592713466337132 0.0018777850159798631 0.000120295985342894 0.0011471744502797034 0.0013462821133378305 -0.0012693045170201834 -0.0017423254193092961 -0.00048494906622446161 0.0006522177383887479 -0.00015296491986181525 -0.00033550101808880241 1.3773744403554887e-05 0.0025198336277535648 -0.00057037415254211816 -0.0013598064900522257 0.00022476863889265352 0.00030239587452166803 -0.002381607569936169 0.00026196507213901743 -0.0029965106677536323 0.00042692545059183032 -0.00015671216342163941 -0.0026732062675340193 0.00059986866369161158 -0.0026504309557579936 0.00025660379999207237 -0.0016719686156827875 0.00099384462295748271 0.00014425314967679944
leaf_weight=308 213 31 25 237 27 27 109 77 139 27 174 78 351 35 74 30 37 156 86 94 27 26 112 30 49 86 49 28 131 46
leaf_count=308 213 31 25 237 27 27 109 77 139 27 174 78 351 35 74 30 37 156 86 94 27 26 112 30 49 86 49 28 131 46
internal_value=6.98621e-05 0.000409922 -0.000819049 0.00082826 0.0029589 0.00576576 0.000536764 6.7226e-05 0.000230215 0.000890181 6.44113e-05 0.000841162 0.00152774 0.00242453 0.00192084 0.00270164 0.00328727 0.00119424 -0.000688525 0.00147075 0.000694339 -0.00140323 5.36904e-05 0.000820512 -0.000450001 -0.00166805 -0.00119171 0.00117949 0.00451397 0.00416216
internal_weight=2919 2448 619 1829 208 100 1621 108 406 1374 610 436 764 413 378 304 274 267 111 358 264 247 138 106 79 471 385 77 168 73
internal_count=2919 2448 619 1829 208 100 1621 108 406 1374 610 436 764 413 378 304 274 267 111 358 264 247 138 106 79 471 385 77 168 73
cat_boundaries=0 30 48 50 72 74 76 78 80 81 82 83 84
cat_threshold=1342177280 4 4 0 0 0 0 2147483648 1 0 0 0 0 1048576 0 0 0 0 4096 0 2147483776 0 4194304 8 0 49152 4 0 524288 8192 1 16 8192 2621444 2 64 33554432 131072 33556480 8224 32 384 16 0 0 0 128 128 17900800 2 16 0 0 0 2147483648 1 0 0 0 32768 0 2048 0 512 0 4096 0 0 33554432 0 0 524288 0 10240 1 2084 85312 32 0 18464 408 1089536 2 338
is_linear=0
shrinkage=0.04


Tree=130
num_leaves=31
num_cat=11
split_feature=7 7 11 8 9 3 7 3 3 4 17 3 0 0 6 4 0 5 3 3 8 3 7 17 0 4 0 3 1 0
split_gain=2.24499 0.898619 0.779047 0.928608 0.627602 0.634803 0.484657 0.472183 0.470742 0.458961 0.385661 0.367236 0.322871 0.289713 0.264889 0.415835 0.305804 0.286983 0.232241 0.68977 0.240654 0.236863 0.202724 0.274686 0.243882 0.167803 0.235962 0.170849 0.155472 0.146195
threshold=0 1 2 3 4 2018.5000000000002 5 2020.5000000000002 2007.5000000000002 28487750000.000004 6 2003.5000000000002 8.5000000000000018 46.250000000000007 7 1642125000.0000002 35.850000000000009 1.5000000000000002 2003.5000000000002 1996.5000000000002 8 2012.5000000000002 9 10 33.175000000000004 86.000000000000014 14.500000000000002 2019.5000000000002 5.5000000000000009 35.850000000000009
decision_type=9 9 9 9 9 8 9 10 10 8 9 8 8 10 9 8 10 10 8 10 9 8 9 9 10 10 10 8 8 10
left_child=9 22 11 -4 6 8 -5 10 -6 -1 28 -3 -12 14 15 -7 -16 -18 19 -14 -20 -22 -2 24 -24 26 -23 -28 -8 -25
right_child=1 2 3 4 5 13 7 -9 -10 -11 12 -13 18 -15 16 -17 17 -19 20 -21 21 25 23 29 -26 -27 27 -29 -30 -31
leaf_value=0.006113073976330128 -0.0020354267502693093 2.3628341110058827e-05 -0.0014461435857826882 0.00021795867954812906 0.0017709478277811541 -0.00017542510669877706 -0.00023414371175085804 0.00047329788616857235 0.0040444778961608628 6.6183876171986187e-05 0.0048322839412771393 -0.001758682114674394 -0.0031129879187039877 -0.0010382089926366722 0.00059484102601349174 0.00017117497006958527 0.00020945727951672815 0.0011647664214264831 0.00038776997009211812 0.001594291580374451 -0.00085472809225282779 -8.0501968682614313e-05 0.00029940314160890934 -0.000678897070070746 -2.1523095138075576e-05 -0.00048402857806449889 9.4660765017620993e-05 1.8282544942651722e-05 -0.00043772046754099898 -0.00036782307235773372
leaf_weight=37 101 44 119 244 35 29 130 31 25 68 28 200 26 27 40 110 135 51 101 35 60 66 32 51 84 75 48 691 64 140
leaf_count=37 101 44 119 244 35 29 130 31 25 68 28 200 26 27 40 110 135 51 101 35 60 66 32 51 84 75 48 691 64 140
internal_value=0.000236338 1.12945e-05 0.000306803 0.000550205 0.000754606 0.00205615 0.000375154 7.32055e-05 0.00590164 0.00568965 -4.22651e-05 -0.00178824 0.000245398 0.00150636 0.00180328 0.000293332 0.00259916 0.00201069 0.000137805 0.00251613 -3.83972e-06 -0.000210306 -0.00169928 -0.00109434 0.000440944 -4.54039e-05 0.000124069 0.000329729 -0.00163903 -0.002
internal_weight=2927 2822 2414 2170 2051 452 1599 1355 60 105 1324 244 1130 392 365 139 226 186 1102 61 1041 940 408 307 116 880 805 739 194 191
internal_count=2927 2822 2414 2170 2051 452 1599 1355 60 105 1324 244 1130 392 365 139 226 186 1102 61 1041 940 408 307 116 880 805 739 194 191
cat_boundaries=0 16 34 37 61 63 80 81 82 103 121 122
cat_threshold=268435456 0 0 8192 0 134217792 0 8192 0 16 0 0 0 268435456 0 32 16384 128 1610620928 526848 0 8192 0 0 0 134217728 0 448 268435472 0 67108864 0 1073745920 384 67125248 67072 4096 268435456 0 4 0 2147483648 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2048 0 0 4194304 8 0 26644 131075 1 0 0 0 0 0 805306368 65536 0 8192 0 0 0 0 0 16 13 200 16 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 128 16384 0 0 2560 0 0 0 0 0 134217728 0 64 268435456 0 0 0 0 384 41
is_linear=0
shrinkage=0.04


Tree=131
num_leaves=31
num_cat=13
split_feature=8 7 7 0 3 17 2 2 12 2 12 3 4 7 2 0 1 5 2 11 6 2 3 8 2 12 2 6 6 2
split_gain=1.10634 1.40552 1.08059 0.734499 0.863016 0.678574 0.630905 0.974462 0.594223 0.602687 0.498731 0.587048 1.00421 0.765102 0.375416 0.410465 0.354506 0.84311 0.349189 0.332822 0.624074 0.644147 0.50357 0.355387 0.587447 0.345344 0.454723 0.362689 0.290858 1.05406
threshold=0 1 2 42.250000000000007 2008.5000000000002 3 20.500000000000004 53.500000000000007 4 5.5000000000000009 5 2001.5000000000002 680725000.00000012 6 12.500000000000002 30.500000000000004 5.5000000000000009 1.0000000180025095e-35 24.500000000000004 7 8 4.5000000000000009 2014.5000000000002 9 8.5000000000000018 10 298.50000000000006 11 12 11.500000000000002
decision_type=9 9 9 10 10 9 8 10 9 10 9 10 8 9 10 10 10 10 10 9 9 8 10 9 10 9 10 9 9 8
left_child=10 -2 3 4 6 -4 14 -8 9 -7 -1 12 -12 18 15 -3 17 -15 -14 20 22 -22 -10 -23 -25 27 28 -21 29 -27
right_child=1 2 5 -5 -6 8 7 -9 19 -11 11 -13 13 16 -16 -17 -18 -19 -20 25 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00037855103937337899 -0.00092808490844809553 -9.7748993212072035e-05 -0.00070881453933626054 -0.0015950672549873263 -0.0021359647963281039 0.0089999773032298988 0.00069331260590321385 0.00017814337803457092 -0.00017818981822747355 0.00035240389539409231 -0.0028480710922854625 -0.0001628210253659392 -0.00039777841937581023 0.00073475230494316054 -0.0014869745350867913 0.0020724458620641219 0.00018228658258646308 -0.0029834849248178302 0.00017996672195573192 -6.905144517999317e-05 0.00057846984035337539 -3.8239823075146102e-05 0.00015061523052782108 -0.0016213217090387433 0.00183095213083056 0.0036609372625093397 0.00078023647714391803 -0.00068037679534825981 -3.0630804204350774e-05 -8.9787468396182991e-05
leaf_weight=111 214 25 183 26 34 26 62 63 317 99 30 84 53 177 27 36 26 25 52 279 64 107 60 31 111 30 26 142 297 107
leaf_count=111 214 25 183 26 34 26 62 63 317 99 30 84 53 177 27 36 26 25 52 279 64 107 60 31 111 30 26 142 297 107
internal_value=0.000117606 -0.000262517 5.1779e-05 0.00235211 0.0031129 -0.000294181 0.00405607 0.00587301 -3.74936e-05 0.0025 0.00170123 0.00229694 0.00304396 0.00367665 0.0014382 0.00316129 0.00488703 0.00449261 0.000517241 -0.000255374 0.000399428 0.00169136 -0.000690723 0.000815999 0.00203921 -0.000766817 -9.31402e-10 -0.00158333 -0.000312645 0.00116216
internal_weight=2924 2366 2152 273 247 1879 213 125 1696 125 558 447 363 333 88 61 228 202 105 1571 690 313 377 249 142 881 460 421 434 137
internal_count=2924 2366 2152 273 247 1879 213 125 1696 125 558 447 363 333 88 61 228 202 105 1571 690 313 377 249 142 881 460 421 434 137
cat_boundaries=0 26 44 61 62 63 64 75 77 78 101 103 104 105
cat_threshold=16 2 0 134217728 2147549184 1 0 2147483648 0 0 0 0 8256 1049088 0 0 0 0 4096 2048 256 524288 4194304 0 0 1342193664 0 1 536870912 4 0 134217728 0 268435456 0 0 32768 384 144 0 0 0 0 384 268435458 16 1140858880 2099200 0 64 0 8192 65536 0 0 0 0 0 0 0 128 6 147456 1131520 0 0 0 0 34 0 0 131072 65536 0 8192 4 2148532224 212 0 0 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 16777216 84935714 32 268 134
is_linear=0
shrinkage=0.04


Tree=132
num_leaves=31
num_cat=12
split_feature=7 8 7 12 6 4 4 4 17 9 3 6 3 3 4 0 5 3 8 0 4 0 0 0 12 12 0 3 0 8
split_gain=1.4575 0.869311 0.946258 0.81007 0.655704 0.725636 0.634631 0.523578 0.494833 0.451938 1.38755 0.762396 0.422534 0.416988 0.380252 0.272455 0.355069 0.244606 0.241794 0.224361 0.219738 0.213236 0.187959 0.186228 0.472617 0.246075 0.272639 0.310362 0.187456 0.167513
threshold=0 1 2 3 4 28487750000.000004 775.00000000000011 4.0000000000000009 5 6 2010.5000000000002 7 1997.5000000000002 2016.5000000000002 55.000000000000007 29.500000000000004 1.5000000000000002 2023.5000000000002 8 40.675000000000004 8048725000.000001 9.5000000000000018 36.900000000000006 26.500000000000004 9 10 38.57500000000001 2001.5000000000002 9.5000000000000018 11
decision_type=9 9 9 9 9 8 10 10 9 9 10 9 8 8 10 10 8 8 9 10 10 8 10 10 9 9 10 10 8 9
left_child=4 7 20 6 5 -1 12 13 22 14 11 15 -4 -2 18 -11 -17 -7 -10 -6 -3 -14 -5 24 -20 26 -25 -28 -26 -23
right_child=1 2 3 8 19 17 -8 -9 9 10 -12 -13 21 -15 -16 16 -18 -19 23 -21 -22 29 -24 25 28 -27 27 -29 -30 -31
leaf_value=0.005934803064641129 -0.00019126056461621563 -0.00046001798835562126 0.0038889533045707437 -2.039470435355178e-05 0.00011084099895900845 -0.00010754440380465474 0.00030777305999901911 -0.00095933449210471066 -0.00014861012391850353 -4.8309188781233343e-05 0.0017625784535780546 -0.0002495167477421202 0.00058338656473336172 0.00036632796441694941 -0.0024857895803639648 2.6605395689521127e-05 0.0021120302314813887 0.00013486669419002977 0.00016960929946011391 -0.00067315922231101443 4.496842825789124e-05 -0.0013006595296270254 -0.0018252523719173913 0.0065644352540348864 2.8847612450740113e-05 2.4670912393177821e-05 -1.0957004236376626e-05 0.00032227066371649571 -0.00046704267986043832 -0.00092011787062492494
leaf_weight=30 40 441 28 25 81 29 36 44 101 30 27 112 53 158 53 32 58 65 112 30 34 203 93 28 37 196 104 61 193 414
leaf_count=30 40 441 28 25 81 29 36 44 101 30 27 112 53 158 53 32 58 65 112 30 34 203 93 28 37 196 104 61 193 414
internal_value=-0.000268567 -0.000533041 -0.000759066 -0.000370703 0.00268293 0.00462222 -0.00141745 0.00170751 0.000245089 0.000505627 0.00194074 0.000995707 -0.00170529 0.00265327 6.69633e-05 0.00305343 0.0043956 0.0032 0.00027851 0.000295081 -0.00234568 -0.0019076 -0.00210853 0.000533692 -0.000139943 0.00113846 0.00209804 0.00156626 -0.00116183 -0.00211651
internal_weight=2948 2713 2471 1996 235 124 734 242 1262 1144 259 232 698 198 885 120 90 94 832 111 475 670 118 731 342 389 193 165 230 617
internal_count=2948 2713 2471 1996 235 124 734 242 1262 1144 259 232 698 198 885 120 90 94 832 111 475 670 118 731 342 389 193 165 230 617
cat_boundaries=0 17 47 65 66 67 68 70 71 94 95 97 120
cat_threshold=268435458 0 8192 8192 0 8256 0 8192 0 48 0 64 0 268435456 0 0 1073741952 16 4 0 134217728 2147483648 0 0 2147483648 0 0 0 2052 0 0 0 0 0 0 0 0 0 0 0 0 0 268435456 0 0 0 4096 1 16 537919488 2097664 2 134217728 0 0 33556480 0 40992 384 16 0 0 0 4112 33152 58464 140 6 1 2100 328 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 256 0 4194304 198656 1179906 2 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216
is_linear=0
shrinkage=0.04


Tree=133
num_leaves=31
num_cat=10
split_feature=7 0 7 9 8 12 18 2 0 0 12 2 2 4 4 2 9 12 1 2 2 2 0 13 2 0 2 2 2 2
split_gain=1.48605 0.952439 0.866712 0.835466 0.806811 0.766467 0.74869 0.723692 0.522614 0.484029 0.512265 0.461059 1.14111 0.457191 0.483975 0.443062 0.426267 0.59261 0.566297 0.467911 0.414377 0.5187 0.389664 0.370265 0.63384 0.323043 0.723571 0.315402 0.309754 0.327603
threshold=0 44.07500000000001 1 2 3 4 5 4.5000000000000009 15.500000000000002 20.500000000000004 6 37.500000000000007 53.500000000000007 8400.0000000000018 1188.0000000000002 14.500000000000002 7 8 4.5000000000000009 22.500000000000004 7.5000000000000009 78.500000000000014 40.250000000000007 9 67.500000000000014 39.07500000000001 14.500000000000002 12.500000000000002 37.500000000000007 15.500000000000002
decision_type=9 10 9 9 9 9 9 8 8 10 9 10 10 10 10 10 9 9 8 10 8 10 10 9 8 10 8 8 10 8
left_child=1 6 -2 5 7 -4 15 -5 -7 -9 27 -8 -13 14 16 -1 17 28 19 -19 -18 -22 25 -20 -25 -12 -27 -11 29 -6
right_child=2 -3 3 4 13 8 11 9 -10 10 22 12 -14 -15 -16 -17 20 18 23 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0019832641028158355 -0.00081241780888145472 -0.00067976470786393383 0.00030068441057584211 0.00081026633984395378 3.3445128099698156e-05 0.00034548638927529504 9.8753172743849195e-05 0.0016976901979792946 -0.0008870719611201775 0.00044296677520759201 4.2787008017079265e-05 0.00024758302186982112 5.7093392747254996e-05 -0.0015729101132699248 0.0010326267475682747 0.0022727845821062563 -0.00057090825377575298 -0.00031559280427858087 -0.0010324704480379598 0.0011718094964673557 0.0017894627891327033 -0.0012519826228212802 -0.0010430156106914239 0.0011883553270399336 -0.00010712402581802262 -0.0016744422933531555 0.0019806932599412629 -0.00019291031211674518 -7.7036684985138613e-06 0.00032398934460281103
leaf_weight=25 212 80 105 25 104 28 155 36 436 29 48 28 63 48 31 25 49 42 667 51 123 26 31 55 60 29 49 111 133 85
leaf_count=25 212 80 105 25 104 28 155 36 436 29 48 28 63 48 31 25 49 42 667 51 123 26 31 55 60 29 49 111 133 85
internal_value=1.33684e-06 0.00231524 -0.00033994 -0.000117746 0.000299511 -0.00144138 0.00342087 0.0019729 -0.00213895 0.00152096 0.000979865 0.00249393 0.00473913 -0.000118519 1.12114e-05 0.00784314 -0.000100287 -0.000387418 -0.000925509 0.002 0.00156938 0.00269333 0.00245238 -0.00128736 0.00079365 0.00359055 0.00516456 -0.000794703 0.00105706 0.00212631
internal_weight=2989 376 2613 2401 1832 569 296 358 464 333 297 246 91 1474 1426 50 1395 1197 875 93 198 149 157 782 115 126 78 140 322 189
internal_count=2989 376 2613 2401 1832 569 296 358 464 333 297 246 91 1474 1426 50 1395 1197 875 93 198 149 157 782 115 126 78 140 322 189
cat_boundaries=0 17 35 37 58 59 60 61 63 65 66
cat_threshold=268435458 0 67108864 10240 0 134225984 0 8192 33554432 268443696 0 0 0 268435456 0 0 4224 16384 0 0 516 0 2 0 0 0 134217728 32768 2097152 0 0 0 0 16 33152 640 24596 16 4 0 0 2147483648 0 262144 2147483648 0 0 0 131072 8192 512 0 4096 0 0 4096 0 256 83902752 4 8290 1073741825 6144 1179712 32 6
is_linear=0
shrinkage=0.04


Tree=134
num_leaves=31
num_cat=5
split_feature=7 7 0 12 9 0 0 4 1 5 9 2 2 2 0 2 2 2 2 2 2 2 0 2 0 5 2 2 1 2
split_gain=1.4042 1.15482 0.666996 0.476109 0.734186 0.476637 0.427127 0.413867 0.39941 1.21378 0.662378 0.621382 0.515225 0.429608 0.372918 0.349029 0.398134 0.336204 0.31088 0.30268 0.275157 0.263521 0.26085 0.246676 0.217493 0.208746 0.204867 0.39752 0.203627 0.187074
threshold=0 1 42.710000000000008 2 3 14.500000000000002 42.960000000000008 775.00000000000011 5.5000000000000009 1.0000000180025095e-35 4 48.500000000000007 79.500000000000014 3160.5000000000005 30.500000000000004 50.500000000000007 16.500000000000004 11.500000000000002 129.50000000000003 37.500000000000007 29.500000000000004 100.50000000000001 35.600000000000009 45.500000000000007 42.250000000000007 1.0000000180025095e-35 20.500000000000004 31.500000000000004 3.5000000000000004 7.5000000000000009
decision_type=9 9 10 9 9 10 8 8 8 10 9 10 10 8 10 8 10 10 10 10 8 8 10 10 10 10 10 10 10 10
left_child=2 22 14 5 -5 -3 15 -7 10 13 24 19 -13 23 -1 16 17 25 -14 20 -12 -17 28 -10 -9 29 -18 -28 -2 -6
right_child=1 3 -4 4 6 7 -8 8 9 -11 11 12 18 -15 -16 21 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.7456727966842423e-05 0.00039150579235766331 -0.00017174979233445243 -8.716277054510086e-05 -0.00014027619597496078 0.0012944562346204383 -0.0010132420888298139 -0.0011557030321653519 -0.00021888171703252822 3.9041111690158628e-05 0.00046613291862660704 6.5260090901877123e-06 0.00048685937677598673 -0.0016435104016132972 0.00070189543900271809 0.00070792153628181022 -0.0018941020184364678 0.0018987090815620873 -0.00037719421630428277 0.0025935772920277381 -0.0013245965133101901 0.00097200526536568273 3.1576862974572265e-05 -0.0011804836743433817 -0.0003015218311838197 -0.0011300696424192452 -0.00044387816556664165 -0.00031539602900595618 0.00026137410389877466 -0.0014568124225204338 6.7788110754405208e-05
leaf_weight=50 29 54 30 1057 38 59 53 200 89 28 270 47 39 53 140 29 28 42 39 39 47 49 176 59 43 49 25 27 39 31
leaf_count=50 29 54 30 1057 38 59 53 200 89 28 270 47 39 53 140 29 28 42 39 39 47 49 176 59 43 49 25 27 39 31
internal_value=-0.000227105 -0.000477265 0.00277056 -0.000213973 -0.000689369 0.000423397 0.000827224 0.000623888 0.000825995 0.00227826 0.000364137 0.00121138 0.00365079 0.00116832 0.00376963 0.00140439 0.00215768 0.000993788 0.00162025 0.000380951 0.000792452 -0.000911393 -0.00304314 5.36903e-05 -0.00130709 0.00208403 0.00444444 0.00286792 -0.00104348 0.00348571
internal_weight=2958 2738 220 2494 1428 1066 371 1012 953 229 724 481 125 201 190 318 240 160 78 356 317 78 244 148 243 118 80 52 68 69
internal_count=2958 2738 220 2494 1428 1066 371 1012 953 229 724 481 125 201 190 318 240 160 78 356 317 78 244 148 243 118 80 52 68 69
cat_boundaries=0 16 34 35 37 39
cat_threshold=268435456 1 68157440 10240 0 134225984 0 8192 0 0 0 0 0 0 0 32 0 16 1107304448 2097664 0 0 0 0 0 134217728 40960 2097280 268435584 0 0 0 16 256 1182018 0 26768 256 28676
is_linear=0
shrinkage=0.04


Tree=135
num_leaves=31
num_cat=12
split_feature=8 7 7 8 12 2 11 12 2 12 3 9 2 2 2 2 3 9 2 2 2 2 2 2 2 2 2 15 15 2
split_gain=1.04059 1.14932 0.700919 0.675809 0.587618 0.660628 0.496956 0.832208 0.714516 0.54995 0.40912 0.403695 0.508054 0.369083 0.389385 0.352538 0.336423 0.311259 0.481173 0.426372 0.291694 0.46625 0.281371 0.267043 0.583893 0.265219 0.229487 0.219275 0.398174 0.573063
threshold=0 1 2 3 4 8.5000000000000018 5 6 73.500000000000014 7 2020.5000000000002 8 12.500000000000002 7.5000000000000009 16.500000000000004 49.500000000000007 1995.5000000000002 9 47.500000000000007 45.500000000000007 58.500000000000007 31.500000000000004 38.500000000000007 90.500000000000014 144.50000000000003 13.500000000000002 7.5000000000000009 10 11 30.500000000000004
decision_type=9 9 9 9 9 10 9 9 10 9 8 9 10 10 10 10 10 9 10 8 10 8 8 10 10 10 10 9 9 8
left_child=4 -2 22 -4 20 -6 7 13 10 27 16 25 26 -5 -15 -14 -9 18 19 -11 21 -1 -3 -10 -25 -12 -13 -8 -29 -30
right_child=1 2 3 6 5 -7 9 8 23 17 11 12 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00034701368730847491 -0.00090244827260493735 0.00023947172072947564 -0.0012113771954458087 0.00084852875083150415 -0.0017878847869883625 0.00021607768134348273 -0.00063643617667569013 0.0019468167043076052 0.00033041482066960699 -0.0002764931369803755 -0.0014966002495773753 0.00024858892898061531 -0.00044735418826455218 -2.0406215075407226e-05 0.0032710712880515231 0.00035029273238945202 -0.00022405516541014101 -0.00040356392386078465 -0.0011561567241189536 0.00047441694887630567 -0.00017147211952681687 0.0018635739253999367 1.8025895055579282e-05 -0.0013077861947529124 0.00025017261114689248 -1.0600305349037662e-05 0.00021924769728802373 -4.5757219267933884e-05 0.0020820166839287165 3.0612741162694902e-05
leaf_weight=68 210 58 222 35 66 130 124 25 36 222 69 111 131 30 52 34 172 143 128 65 26 25 50 30 41 80 61 317 60 109
leaf_count=68 210 58 222 35 66 130 124 25 36 222 69 111 131 30 52 34 172 143 128 65 26 25 50 30 41 80 61 317 60 109
internal_value=-0.000232004 -0.00049505 -0.000240067 -0.000393415 0.00190184 0.000463767 -0.000162992 0.000535947 4.99366e-05 -0.000705684 -0.000426902 0.000197124 0.000954022 0.00353125 0.00231325 -0.000602411 -0.0019596 -0.00160281 -0.000985916 -9.72232e-05 0.00403077 0.00540425 0.0027563 0.00307407 0.00161111 -0.001475 0.00249711 0.000128824 0.00051509 0.00202222
internal_weight=2930 2615 2405 2297 315 196 2075 907 790 1168 683 486 337 117 82 165 197 558 415 287 119 93 108 107 71 149 172 610 486 169
internal_count=2930 2615 2405 2297 315 196 2075 907 790 1168 683 486 337 117 82 165 197 558 415 287 119 93 108 107 71 149 172 610 486 169
cat_boundaries=0 26 44 61 90 91 93 94 96 98 100 101 102
cat_threshold=16 0 0 0 0 0 0 0 0 32768 0 260 8256 512 0 0 0 0 33554432 8192 0 0 0 0 0 1073741824 131072 0 1048576 512 0 134217728 33554432 0 0 134225920 32768 0 128 268435456 0 0 4096 384 2 0 0 2176 0 64 0 0 0 0 0 0 0 0 0 0 16 1342177280 8 4 0 2147483648 0 0 0 0 0 0 2048 0 1048576 0 0 0 0 0 0 0 0 0 8 0 49152 4 0 524288 34 4 1049600 68158496 248064 34 0 4228 0 10372 2282749952 67108864
is_linear=0
shrinkage=0.04


Tree=136
num_leaves=31
num_cat=12
split_feature=8 11 14 12 12 2 8 4 2 0 2 11 12 11 2 2 2 6 2 5 2 8 2 2 2 2 2 2 9 5
split_gain=0.934007 0.71097 0.492203 0.613697 0.549168 0.647869 0.511701 0.475708 0.489909 0.397035 0.394615 0.533729 0.525479 0.498708 0.486792 0.415479 0.407529 0.369738 0.359637 0.353288 0.326747 0.316845 0.484612 1.10393 0.327416 0.923657 0.282357 0.262773 0.258349 0.361969
threshold=0 1 2 3 4 37.500000000000007 5 10347970000.000002 33.500000000000007 40.250000000000007 19.500000000000004 6 7 8 21.500000000000004 73.500000000000014 6.5000000000000009 9 5.5000000000000009 1.0000000180025095e-35 23.500000000000004 10 49.500000000000007 23.500000000000004 101.50000000000001 155.00000000000003 40.500000000000007 301.00000000000006 11 4.5000000000000009
decision_type=9 9 9 9 9 10 9 8 10 10 8 9 9 9 10 10 10 9 10 10 10 9 10 10 8 10 8 8 9 8
left_child=7 27 3 21 5 -4 -5 -1 -9 -10 13 14 15 18 -12 26 -15 -6 -8 -16 -14 22 23 -3 28 -26 -13 -2 29 -23
right_child=1 2 4 6 17 -7 10 8 9 -11 11 12 20 16 19 -17 -18 -19 -20 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00041580311982602857 -0.0016193159423406676 -0.0016701620997108015 -4.125213255363747e-05 -0.0012489643579874695 -4.6827458165739686e-05 0.0027092105176590876 0.00034955746273155225 -1.0149112253228575e-05 0.00097498621204918665 4.6113596631505062e-06 0.0025959154483752079 6.3332818157277871e-05 0.00068084753814099622 -0.00095166453379425149 0.00041311226415072179 0.00024007871322780997 0.00081918973501864144 -0.00049388999032674169 -0.00074714799132044932 -0.00081625297091467033 -0.00083893144827643551 -0.0010901677421047639 -0.00025692507636790351 0.0012275141710245644 0.00014888648567998352 -0.00066201448422010839 -0.00070816306678944674 -0.00014421958684164568 -0.00066436401864388675 0.002117052685409071
leaf_weight=55 175 37 77 102 139 32 131 139 53 37 29 46 29 52 155 34 70 184 247 38 130 76 50 25 28 63 25 97 574 28
leaf_count=55 175 37 77 102 139 32 131 139 53 37 29 46 29 52 155 34 70 184 247 38 130 76 50 25 28 63 25 97 574 28
internal_value=-0.000158216 -0.000391953 -0.000167497 0.000103029 -0.00137246 0.00103333 0.000735213 0.00197966 0.00123478 0.00351648 0.00101906 0.00183983 0.000523635 0.00023952 0.00322747 0.00258621 0.00234586 -0.00219162 -0.000493574 0.00261856 -0.000917648 -0.000677131 0.00123577 0.00368254 -0.000969232 0.00126087 0.00105555 -0.00228975 -0.00128424 0.000556521
internal_weight=2957 2673 2401 1969 432 109 1088 284 229 90 986 486 264 500 222 105 122 323 378 193 159 881 112 62 769 91 71 272 678 104
internal_count=2957 2673 2401 1969 432 109 1088 284 229 90 986 486 264 500 222 105 122 323 378 193 159 881 112 62 769 91 71 272 678 104
cat_boundaries=0 26 29 30 32 34 61 62 64 65 66 89 91
cat_threshold=0 2 0 0 0 1 0 0 0 32768 0 2304 8192 512 0 0 0 0 0 2048 0 0 0 0 0 1073758208 2214608896 524288 528385 8320 83960896 32 81920 32 0 4 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 0 8 0 0 64 4 1050880 2 32772 134 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 4194304 0 4128
is_linear=0
shrinkage=0.04


Tree=137
num_leaves=31
num_cat=11
split_feature=8 0 8 3 10 4 4 2 1 11 12 2 12 12 4 12 3 2 6 2 2 12 2 2 2 0 2 2 12 4
split_gain=1.2909 0.559984 0.859413 0.490452 0.463019 0.454509 0.639766 0.455854 0.438249 0.434795 0.725978 0.514114 1.48158 0.720304 0.639738 0.674729 0.577386 0.50032 0.427215 0.347222 0.335791 0.322462 0.449255 0.293603 0.39284 0.338896 0.312728 0.755742 0.289503 0.423618
threshold=0 44.07500000000001 1 2012.5000000000002 2 25409110000.000004 680725000.00000012 11.500000000000002 5.5000000000000009 3 4 33.500000000000007 5 6 101.00000000000001 7 2016.5000000000002 73.500000000000014 8 78.500000000000014 7.5000000000000009 9 12.500000000000002 46.500000000000007 29.500000000000004 14.500000000000002 17.500000000000004 6.5000000000000009 10 481.00000000000006
decision_type=9 8 9 8 9 8 10 8 10 9 9 8 9 9 10 9 8 10 9 10 8 9 10 10 10 10 10 10 9 10
left_child=3 2 21 -1 9 6 -5 -7 -3 10 -4 13 -13 -11 15 -14 19 -18 -15 -17 -6 22 -2 24 25 -12 27 -27 -20 -30
right_child=1 8 4 5 20 7 -8 -9 -10 11 23 12 14 18 -16 16 17 -19 28 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00092653492024028536 0.0007380845709453385 -0.0018715084489415415 -0.001360471148993708 -0.00034970979185918464 0.0007216247475632803 0.00021441658075014959 0.00044597729869304265 -9.750754555439948e-05 8.4396933274588764e-05 0.00051766627525556439 -0.0016424771867246668 0.00090422037686657176 -0.00028573994616508164 -0.00096497286299298006 -0.00036223927648579925 9.7262994744193583e-05 0.00056730828616304442 0.0010553410796684121 9.3664543549368441e-05 -0.0015753601767775067 -0.00040480290258704211 -0.00038136139687063367 -0.0012861313786687184 -0.0012918938681129417 0.00035811166441035577 -9.9043454909319585e-05 -0.0028069973632683367 0.0012764824051243152 -0.00016058488552864701 0.00017476612209338876
leaf_weight=36 43 176 214 28 35 44 76 119 68 121 25 113 132 165 57 35 74 47 349 35 127 289 72 106 82 47 37 31 170 25
leaf_count=36 43 176 214 28 35 44 76 119 68 121 25 113 132 165 57 35 74 47 349 35 127 289 72 106 82 47 37 31 170 25
internal_value=8.32485e-05 -0.000201043 -1.80931e-05 0.00250955 0.000319921 0.00198507 0.00403809 0.000658536 -0.00202449 0.000501065 -0.000448464 0.000890554 0.00191903 0.000288808 0.00061381 0.00132099 0.00275247 0.00455738 -0.000216668 -9.40242e-10 -0.00166474 -0.00167711 0.000158729 0.000731562 0.00157847 0.000283687 0.0012069 0.00263291 0.000331531 -0.000873787
internal_weight=2978 2675 2431 303 2027 267 104 163 244 1865 542 1323 493 830 380 323 191 121 709 70 162 404 115 328 222 140 115 78 544 195
internal_count=2978 2675 2431 303 2027 267 104 163 244 1865 542 1323 493 830 380 323 191 121 709 70 162 404 115 328 222 140 115 78 544 195
cat_boundaries=0 27 56 57 60 61 63 64 66 67 68 70
cat_threshold=16 2050 0 0 2147549184 1 0 0 0 32768 0 2304 0 512 0 0 0 0 0 8192 0 0 0 0 0 0 64 268435456 0 4 0 0 0 0 0 1 0 0 131072 10240 0 0 4096 0 0 0 2048 2147483904 0 4194304 8 0 0 0 0 128 256 67108896 1049088 4096 85107744 1148928 2 140320 25632 32 12 16843104 67141890 32
is_linear=0
shrinkage=0.04


Tree=138
num_leaves=31
num_cat=8
split_feature=7 6 7 9 1 2 2 0 6 12 9 2 0 3 2 2 2 2 12 3 2 5 3 0 1 5 2 2 2 2
split_gain=1.24385 0.567261 0.540334 0.517994 0.453525 0.452349 0.438544 0.584592 0.367113 0.471639 0.486083 0.971297 0.599514 0.822717 1.50538 1.18651 0.351162 0.347803 0.32857 0.325328 0.674223 0.578887 0.301687 0.297243 0.296045 0.483737 0.321537 0.495049 0.51068 0.292608
threshold=0 1 2 3 5.5000000000000009 155.00000000000003 9.5000000000000018 40.250000000000007 4 5 6 8.5000000000000018 18.500000000000004 1958.5000000000002 20.500000000000004 39.500000000000007 89.500000000000014 4.5000000000000009 7 2017.5000000000002 11.500000000000002 2.5000000000000004 1996.5000000000002 14.500000000000002 5.5000000000000009 2.5000000000000004 49.500000000000007 24.500000000000004 15.500000000000002 5.5000000000000009
decision_type=9 9 9 9 8 10 8 8 9 9 9 10 8 10 10 10 10 10 9 8 10 8 8 10 10 10 10 8 10 10
left_child=1 -1 18 8 19 6 17 24 22 23 12 -12 -11 14 -14 -16 -17 -5 29 -3 -21 -22 -4 -10 25 26 27 28 -8 -2
right_child=2 4 3 5 -6 -7 7 -9 9 10 11 -13 13 -15 15 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022611249722997087 -0.00026294192178054766 -0.0002100841459403065 3.0137466895955623e-05 0.00018331226426526479 -0.0015623432578626543 -0.0012634605014374143 0.0001989708961181541 -0.00042898351624241857 -0.0029788995817325659 -1.8742465625813369e-05 0.0029895032718112503 -0.0023881578650551028 1.226409632530058e-05 -0.00010018790130541739 0.0024398118722033573 8.7505129535211249e-05 0.0037252456108771669 -0.00089024971792521642 -0.00036140971412176154 -0.0014481662694366287 -0.00065965573965225078 0.0025392598630989411 -0.00010583639017869593 -0.00025530857336029055 0.00016772307948467581 -0.0025870314729367467 0.00024546954767237154 -3.7943582854781474e-05 0.0017720120632232659 0.00010901757925820235
leaf_weight=201 45 78 29 70 55 27 68 69 47 254 27 79 108 69 30 30 27 85 236 35 28 52 611 361 29 27 47 59 37 59
leaf_count=201 45 78 29 70 55 27 68 69 47 254 27 79 108 69 30 30 27 85 236 35 28 52 611 361 29 27 47 59 37 59
internal_value=9.53011e-05 0.00200869 -0.00025187 -1.81745e-05 0.000648648 0.00107372 0.00137398 0.00218398 -0.000361261 0.000107382 0.0007937 -0.00157265 0.00130057 0.0026566 0.00397959 0.00786364 0.00434483 -0.000384616 -0.0017094 0.00158763 0.00293103 0.00493827 -0.00110599 -0.000935562 0.00302985 0.00254393 0.00318868 0.00232727 0.00396226 0.000208695
internal_weight=2979 449 2530 2190 248 518 491 336 1672 1032 624 106 518 264 195 87 57 155 340 193 115 80 640 408 267 238 211 164 105 104
internal_count=2979 449 2530 2190 248 518 491 336 1672 1032 624 106 518 264 195 87 57 155 340 193 115 80 640 408 267 238 211 164 105 104
cat_boundaries=0 17 18 36 38 39 40 42 43
cat_threshold=147458 17 68157440 2048 0 8256 0 536879104 2048 0 8192 256 0 0 0 0 16 26 1 0 536879104 524800 32 134217728 0 268435456 33554432 0 32800 128 0 0 0 0 4096 384 1073741825 26628 278 67347488 0 18432 164192
is_linear=0
shrinkage=0.04


Tree=139
num_leaves=31
num_cat=13
split_feature=7 12 4 12 14 7 11 8 2 2 9 1 8 17 4 1 2 2 4 12 18 5 2 2 1 2 1 12 4 4
split_gain=1.24362 0.948913 0.978183 0.768262 0.742616 0.815054 0.693149 0.623322 0.667296 0.617684 0.580843 0.538367 0.432907 0.707393 0.422695 0.81737 0.334428 0.557066 0.290357 0.280281 0.340004 0.372184 0.299774 0.45162 0.268393 0.255055 0.241389 0.239419 0.308058 0.235947
threshold=0 1 9330535000.0000019 2 3 4 5 6 69.500000000000014 9.5000000000000018 7 3.5000000000000004 8 9 2114435000.0000002 4.5000000000000009 35.500000000000007 13.500000000000002 4.0000000000000009 10 11 1.0000000180025095e-35 4.5000000000000009 10.500000000000002 3.5000000000000004 33.500000000000007 5.5000000000000009 12 5157000000.000001 141.00000000000003
decision_type=9 9 10 9 9 9 9 9 10 8 9 10 9 9 8 10 10 10 10 9 9 10 10 10 10 10 8 9 8 10
left_child=3 11 4 -1 14 6 16 8 9 -5 27 -2 29 -14 -3 -16 17 -6 -13 25 -21 22 -22 -24 -9 -15 -11 28 -7 -12
right_child=1 2 -4 7 5 10 -8 24 -10 26 12 18 13 19 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00087666501222474367 -0.0004212487244286213 0.0053829322175518255 0.00020780652214373802 -0.004089418868690505 0.00022328272369588807 0.00013259095435375577 5.7834306744455664e-05 0.00075412559953596831 -0.0020670927224160575 0.00074736477476282706 0.00066065999431834464 7.8039504262391815e-06 -0.0007331117848745017 -0.00066440145155652981 0.0012981571354773974 -0.00039129442334929527 0.00099544609564713895 -1.06894925872511e-05 -0.0015118796427440325 0.0030089299905390172 -2.7057001264339343e-05 0.00057541621397259077 0.00040819261720137278 1.5014793201183186e-05 -0.00083571829329967713 0.0010339171018546056 0.0010174759922487744 -0.00097166789712926503 -0.00022845234395168183 7.9938664795222607e-05
leaf_weight=556 75 28 38 39 50 25 102 26 42 117 78 435 205 94 41 35 34 26 67 27 62 28 42 144 161 29 33 148 84 26
leaf_count=556 75 28 38 39 50 25 102 26 42 117 78 435 205 94 41 35 34 26 67 27 62 28 42 144 161 29 33 148 84 26
internal_value=-3.7268e-05 0.000552222 0.00113191 -0.00119391 0.000953399 0.000645267 0.00283408 0.000111887 0.00147107 0.00254737 0.000151544 -0.000795919 0.00072386 0.000305295 0.00403478 0.00280519 0.00495868 0.00384415 -0.000333997 0.00122654 0.00187261 0.0015018 0.000995983 0.00179679 -0.00155556 -0.000388061 0.00370861 -0.00144776 3.33325e-05 0.0029913
internal_weight=2897 1923 1346 974 1308 1204 212 418 231 189 992 577 735 631 104 76 110 76 502 426 303 276 248 186 187 123 150 257 109 104
internal_count=2897 1923 1346 974 1308 1204 212 418 231 189 992 577 735 631 104 76 110 76 502 426 303 276 248 186 187 123 150 257 109 104
cat_boundaries=0 18 19 21 22 39 41 64 66 85 86 88 89 90
cat_threshold=1 0 1644175360 526852 524290 134217728 131072 131072 33554432 134218752 40960 192 268435584 0 67108864 32 128 384 68316192 17867010 34 145 147458 1 67108864 0 0 8192 0 0 67584 0 0 0 0 0 0 0 1073741824 4 1024 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 384 0 16777216 1073741824 16420 0 12 0 0 2147483648 0 0 0 0 0 0 131076 0 0 0 0 0 0 4096 14 32768 32 4 258
is_linear=0
shrinkage=0.04


Tree=140
num_leaves=31
num_cat=10
split_feature=7 4 7 6 2 2 8 2 9 17 8 11 6 2 2 6 1 2 2 2 2 1 4 2 2 4 2 5 2 2
split_gain=1.41017 1.21607 0.991099 0.974092 1.09619 1.36205 0.791665 0.665556 0.533517 0.662822 0.562158 0.489759 0.528842 0.471835 0.469262 0.441896 0.666875 0.531187 0.451451 0.4194 0.699137 0.483893 0.408534 0.421783 0.292284 0.25681 0.26096 0.253739 0.230891 0.39128
threshold=0 19000.000000000004 1 2 30.500000000000004 79.500000000000014 3 66.500000000000014 4 5 6 7 8 101.50000000000001 60.500000000000007 9 4.5000000000000009 108.50000000000001 7.5000000000000009 80.500000000000014 47.500000000000007 5.5000000000000009 8.0000000000000018 3.5000000000000004 10.500000000000002 9950.0000000000018 11.500000000000002 1.5000000000000002 8.5000000000000018 13.500000000000002
decision_type=9 10 9 9 8 10 9 10 9 9 9 9 9 10 8 9 8 10 10 8 10 10 10 10 8 8 10 10 10 10
left_child=1 3 -2 4 -1 -6 27 -5 9 -8 24 12 13 22 25 17 -17 18 -13 20 21 28 23 -12 -10 -11 -27 -4 -14 -30
right_child=2 -3 6 7 5 -7 8 -9 10 14 11 15 19 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00041532537683828678 -0.00034677760428141461 0.00041353629524399418 -0.0013968814156286263 -0.0012575279845243282 -0.00079855737647936546 6.1861546580390319e-05 -0.00074594782656635112 0.0023582163557562619 0.00064295620462576824 0.00164493743134989 -0.00091940026857069434 0.0002031929132329272 -0.00037173136763067203 0.0001289861124919972 0.0015069694937626772 0.0031922422855112632 -0.00143172054144301 0.002476057774711409 -0.00048658375442953692 -0.0011719183338786713 0.0025675065694036555 0.00088703003732302208 -0.0024722785418734069 2.0584061778485042e-05 3.7721956634374289e-05 0.0003473936132470188 -0.00068212699702522835 5.3758003850683196e-05 0.0010605413926191747 0.00019972382060170699
leaf_weight=51 328 26 193 102 35 26 103 26 56 32 94 107 86 33 28 26 228 38 137 42 25 36 50 614 170 33 52 31 50 100
leaf_count=51 328 26 193 102 35 26 103 26 56 32 94 107 86 33 28 26 228 38 137 42 25 36 50 614 170 33 52 31 50 100
internal_value=8.38111e-05 0.00280144 -0.000195339 0.0019917 0.0044878 0.00122581 9.43148e-05 -0.000517986 0.000334727 0.00203861 0.000100892 -0.000157425 0.000315512 -0.000254365 0.00371795 -0.00114077 -0.00232453 -2.73047e-05 -0.000718368 0.00161143 0.00218792 0.00158242 -0.000463769 -0.000214387 0.00192405 0.00281356 0.00162791 -0.00211064 0.000911391 0.0018543
internal_weight=2958 266 2692 240 112 61 2364 128 2140 248 1892 1666 1130 791 145 536 254 282 244 339 297 272 758 708 226 117 85 224 236 150
internal_count=2958 266 2692 240 112 61 2364 128 2140 248 1892 1666 1130 791 145 536 254 282 244 339 297 272 758 708 226 117 85 224 236 150
cat_boundaries=0 17 35 36 65 67 68 95 97 98 99
cat_threshold=147458 268435456 0 2048 0 0 0 268443648 0 16 0 64 0 0 0 0 1073745936 0 0 536870912 532484 32 0 0 536870912 0 0 8192 384 268435600 0 0 32 0 384 26 268435456 0 4 0 2147483648 0 0 0 1 0 0 0 2048 0 0 0 0 0 4096 0 0 0 4194304 8 0 0 4 0 524288 131073 4096 22 1073741840 0 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 0 0 0 1342177280 64 16420 2148532224 156 204
is_linear=0
shrinkage=0.04


Tree=141
num_leaves=31
num_cat=12
split_feature=7 4 0 8 7 0 12 9 7 3 0 12 9 15 11 1 0 4 12 11 0 1 5 0 1 3 1 0 0 0
split_gain=1.51229 1.27358 1.40058 1.15044 0.877887 0.876446 0.736623 0.996279 0.703398 0.455516 0.422928 0.615425 0.355852 0.358822 0.412435 0.350776 0.31509 0.299496 0.252298 0.350623 0.323469 0.263916 0.246733 0.221145 0.490371 0.2191 0.240221 0.206628 0.189073 0.188958
threshold=0 5039060000.000001 28.500000000000004 1 2 42.250000000000007 3 4 5 2001.5000000000002 47.750000000000007 6 7 8 9 3.5000000000000004 15.500000000000002 45.000000000000007 10 11 35.850000000000009 5.5000000000000009 1.5000000000000002 39.07500000000001 5.5000000000000009 1984.5000000000002 5.5000000000000009 37.250000000000007 16.750000000000004 18.500000000000004
decision_type=9 10 10 9 9 10 9 9 9 8 8 9 9 9 9 10 10 10 9 9 8 10 8 10 10 10 8 10 10 10
left_child=1 2 -1 16 -5 8 7 18 27 -8 11 -9 -11 14 28 -13 -2 -17 20 25 21 29 -18 -15 -25 26 -20 -4 -14 -6
right_child=3 -3 5 4 6 -7 9 10 -10 12 -12 15 13 23 -16 17 22 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015448622514073753 -0.00061132230137387732 0.00073714970276095933 7.8830380651145918e-06 -0.0012438242893934518 0.00018955008630541653 -0.0012762220241240121 0.00095715507245450779 7.3750772751136961e-06 0.00058237152584478019 -0.00093969006051901674 0.00017717926577512841 0.0018245262668681124 -0.001488730830435489 -0.00055960657150280963 0.00023044903049589235 0.00065519083534879637 -0.00010815796777856669 -0.00070687224494402003 8.8203283180907965e-06 -0.00014237746250734602 -0.00023917223800052148 -1.614201317977404e-05 -0.0011833015043514043 -0.00024597186111994108 0.00064856996285239351 -9.927181544004446e-05 0.00054621885726924789 -0.00042462157680345019 2.6819933690341414e-05 0.0014157085387627511
leaf_weight=28 71 48 52 109 93 100 51 177 145 122 28 26 109 178 110 155 42 26 123 205 100 38 249 135 44 106 33 62 155 33
leaf_count=28 71 48 52 109 93 100 51 177 145 122 28 26 109 178 110 155 42 26 123 205 100 38 249 135 44 106 33 62 155 33
internal_value=5.01006e-05 0.00219731 0.00147423 -0.000328985 2.58412e-05 0.000788888 0.00021963 0.000890814 0.00201538 -0.000629509 0.00243972 0.00214026 -0.000857144 -0.000490567 0.000374025 0.00354128 -0.0023807 0.00305494 -5.39178e-06 -0.00056067 0.000959999 0.00208485 -0.0030274 -0.00138044 -0.000422223 0.000410255 0.0013758 -0.000448001 -0.000494546 0.00296063
internal_weight=2953 435 387 2518 2156 359 2047 1143 259 904 412 384 853 731 374 207 362 181 731 467 264 164 291 357 179 262 156 114 264 126
internal_count=2953 435 387 2518 2156 359 2047 1143 259 904 412 384 853 731 374 207 362 181 731 467 264 164 291 357 179 262 156 114 264 126
cat_boundaries=0 17 44 62 64 66 83 84 86 87 88 89 92
cat_threshold=268451842 17 1048576 2099200 2 8256 0 268443648 33554432 268435472 0 64 0 268435456 0 0 4112 268435456 4 4 0 0 1 0 0 1 0 0 4 0 0 0 0 0 0 33554432 0 384 0 0 0 0 32768 4 131073 0 0 524800 0 0 0 0 0 0 0 0 16 0 0 0 0 33152 182530 34 0 10400 0 16 0 2097152 0 64 0 0 33554432 0 0 0 0 0 0 0 4112 2050 1 16528 67108864 36 149760 16388 0 524288
is_linear=0
shrinkage=0.04


Tree=142
num_leaves=31
num_cat=12
split_feature=8 7 2 7 2 2 11 2 8 2 12 6 0 12 2 0 7 12 2 3 0 12 2 5 6 3 2 2 0 0
split_gain=1.63766 1.40146 1.03982 0.799912 0.518953 0.768036 0.518713 0.669802 0.615794 0.735085 0.692114 0.442532 0.539093 0.422916 0.433766 0.919147 0.388953 0.442228 0.426989 0.523491 0.354298 0.332159 0.947249 0.330557 0.323048 0.513629 0.8972 0.502444 0.296914 0.361695
threshold=0 1 104.50000000000001 2 595.00000000000011 129.50000000000003 3 203.50000000000003 4 34.500000000000007 5 6 39.07500000000001 7 25.500000000000004 35.850000000000009 8 9 49.500000000000007 1988.5000000000002 47.750000000000007 10 59.500000000000007 3.5000000000000004 11 2018.5000000000002 5.5000000000000009 34.500000000000007 42.250000000000007 35.250000000000007
decision_type=9 9 10 9 10 10 9 8 9 10 9 9 10 9 10 10 9 9 10 10 8 9 8 8 9 8 10 10 10 10
left_child=13 2 16 4 5 28 21 8 9 23 20 12 -12 14 15 -1 -2 18 19 -18 24 22 -5 -8 -10 -26 -27 -28 29 -3
right_child=1 3 -4 6 -6 -7 7 -9 10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.001224586902988027 -0.00052542734859889256 -0.00046389591413318736 0.0010779024627033769 -0.00033988595688701283 -0.00021261769404306983 0.0048786844850096959 0.00045238960822226642 -0.00014192350489180855 3.7021178175998556e-05 0.0015424953149433063 0.002248048459641795 -0.0005212931031327153 3.9361042758239222e-05 -0.00062468334380199838 -0.0002308310957425476 -0.0037680543744400973 0.00090377308800431973 -0.00011950271462309942 -0.0011087003864545864 -0.0007584075960821873 0.00022059956755382504 -0.00088174152404602577 0.00066487484663867169 -0.0014543515233626046 0.0032354695687558839 0.00081014611279672452 -0.00028662189520163231 0.0003786912892726184 -0.0012657953986703902 0.00019953779497452494
leaf_weight=32 220 30 31 92 38 27 25 146 253 43 26 176 229 338 57 40 84 323 32 26 25 284 26 35 37 42 75 26 25 116
leaf_count=32 220 30 31 92 38 27 25 146 253 43 26 176 229 338 57 40 84 323 32 26 25 284 26 35 37 42 75 26 25 116
internal_value=0.000163513 0.000572113 -0.000913343 0.00117291 0.00330364 0.00426131 0.000825273 0.00126023 0.0016435 0.00445614 0.00124889 8.1447e-05 0.00112782 -0.00198326 2.85705e-05 0.00208219 -0.00125365 -0.000546219 0.0012549 0.00252252 0.00231983 -0.000406781 0.00130232 0.00196721 0.00209216 0.00335078 0.00241667 0.00035294 0.00323256 0.00391837
internal_weight=2959 2492 716 1776 236 198 1540 1138 992 103 889 431 255 467 129 72 685 465 142 110 458 402 118 60 433 180 143 101 171 146
internal_count=2959 2492 716 1776 236 198 1540 1138 992 103 889 431 255 467 129 72 685 465 142 110 458 402 118 60 433 180 143 101 171 146
cat_boundaries=0 30 47 64 67 88 90 91 93 110 111 112 113
cat_threshold=268435456 2056 4 0 0 0 0 0 1 0 0 0 64 1048576 0 4096 0 0 33554432 0 256 0 4194304 8 0 0 64 0 524416 4096 1 1 1318912 524804 524320 0 33685504 268435456 33619968 134217760 8192 0 16 0 0 0 4224 2 128 0 2048 0 0 0 8192 2048 0 0 0 0 268435456 0 0 1073741840 2147500064 1048576 524288 0 4 0 0 2147483648 0 0 2147483648 0 0 0 2048 0 512 0 0 0 0 4096 0 128 68297986 32 150 133152 32 0 0 1310720 524800 524320 0 0 268435456 0 32 8192 0 0 0 0 0 4224 67110210 18690 404
is_linear=0
shrinkage=0.04


Tree=143
num_leaves=31
num_cat=11
split_feature=8 8 5 2 6 12 2 12 9 9 12 12 2 2 5 2 2 3 3 3 12 2 2 1 2 2 1 2 3 17
split_gain=1.13932 0.722578 0.505202 0.444045 0.427503 0.88165 0.726528 0.524169 0.741931 0.550572 0.437185 0.364693 0.347721 0.339356 0.334621 0.306474 0.947249 0.329259 0.300488 0.379673 0.287933 0.268005 0.51103 0.257771 0.325518 0.254349 0.232264 0.218827 0.212811 0.212076
threshold=0 1 3.5000000000000004 67.500000000000014 2 3 9.5000000000000018 4 5 6 7 8 15.500000000000002 37.500000000000007 2.5000000000000004 16.500000000000004 24.500000000000004 2009.5000000000002 2014.5000000000002 1977.5000000000002 9 35.500000000000007 14.500000000000002 6.5000000000000009 194.50000000000003 59.500000000000007 5.5000000000000009 46.500000000000007 2020.5000000000002 10
decision_type=9 9 8 10 9 9 8 9 9 9 9 9 10 10 8 10 10 8 10 10 9 8 10 8 8 10 10 10 8 9
left_child=2 3 26 14 5 6 -3 8 20 11 18 23 -10 -8 -2 28 -17 -18 19 -11 27 22 -22 24 29 -23 -1 -6 -7 -9
right_child=1 4 -4 -5 7 15 13 9 12 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010225243082811184 -0.0011089148139166373 0.0014154728617196432 -0.001355932587307292 -0.00010751067843661547 0.0011887706670646761 0.00056900319652262857 -0.0002272134107235566 -0.00084071240491493337 7.117979712578666e-05 0.00012949454556905431 -0.0001390582893196332 -0.00058673037331366464 -0.0002475509399119152 0.0012583712763382779 0.00020466514473358051 0.0010747320246459887 0.00025019453169902153 -0.0018014651271902882 0.00032571566190392839 -0.00055150234992333222 0.000238834172144974 -3.4702630779809085e-06 0.00093609181134414606 0.00093634342097259409 -0.0019441100396701192 0.00053957698539038631 0.00029949844404657288 -0.00082618002255925767 -0.00080202393441443462 1.2706661365995972e-05
leaf_weight=85 27 41 308 26 82 27 57 104 70 248 158 382 71 29 175 26 28 64 30 47 45 44 34 27 44 51 26 49 122 413
leaf_count=85 27 41 308 26 82 27 57 104 70 248 158 382 71 29 175 26 28 64 30 47 45 44 34 27 44 51 26 49 122 413
internal_value=-4.08034e-05 0.000282779 -0.00194419 0.00237657 6.42352e-05 0.00124444 0.00385507 -0.000186388 0.000997811 -0.000554646 0.000542509 -0.00110092 -0.00134211 0.00202299 0.0031133 -0.00010072 0.00141176 -0.00051613 0.00136905 0.00101351 0.00208861 0.00315676 0.00505 -0.000454091 -0.000647688 0.001875 0.000321428 0.00053521 -0.00130667 -0.000362935
internal_weight=2940 2521 419 228 2293 394 127 1899 446 1453 483 970 141 86 202 267 118 92 325 295 305 174 79 588 561 95 111 131 149 517
internal_count=2940 2521 419 228 2293 394 127 1899 446 1453 483 970 141 86 202 267 118 92 325 295 305 174 79 588 561 95 111 131 149 517
cat_boundaries=0 29 55 56 57 59 61 63 64 66 67 68
cat_threshold=268435456 8 4 0 0 0 262144 0 0 0 0 33685504 0 0 0 4096 0 0 4096 0 0 0 0 8 0 0 68 0 524288 16 2050 0 134217728 2147557376 0 0 0 0 32768 0 0 8192 0 0 0 0 0 0 8192 2147483648 0 0 0 0 49152 18 106752 1067072 2 0 6144 1073741824 6176 98594 16974850 32 1064960 10
is_linear=0
shrinkage=0.04


Tree=144
num_leaves=31
num_cat=10
split_feature=7 1 8 7 15 0 0 5 2 0 8 0 0 2 3 3 2 15 9 2 6 0 13 2 8 2 2 2 0 2
split_gain=1.76861 1.06364 1.02148 0.854528 1.05008 0.769762 0.73513 0.601823 0.464779 0.417861 0.467766 0.37083 0.374224 0.940192 1.02469 0.355547 0.346578 0.598227 0.425368 0.496539 0.461473 0.317093 0.305007 0.317349 0.296611 0.305358 0.289171 0.44209 0.234025 0.230534
threshold=0 3.5000000000000004 1 2 3 42.250000000000007 39.07500000000001 10.500000000000002 38.500000000000007 10.500000000000002 4 40.675000000000004 18.500000000000004 19.500000000000004 1993.5000000000002 2011.5000000000002 80.500000000000014 5 6 59.500000000000007 7 15.500000000000002 8 47.500000000000007 9 100.50000000000001 11.500000000000002 25.500000000000004 32.500000000000007 3.5000000000000004
decision_type=9 10 9 9 9 10 10 8 10 10 9 10 10 10 10 10 10 9 9 10 9 10 9 10 9 8 8 8 10 8
left_child=1 -1 15 24 26 6 -3 -8 -9 -6 11 12 21 -14 28 22 17 -12 -19 20 -20 -11 -2 -24 25 -4 -5 -28 -15 -22
right_child=2 5 3 4 9 -7 7 8 -10 10 16 -13 13 14 -16 -17 -18 18 19 -21 29 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.004547060862370683 7.7505292408921618e-05 -0.00070695802468698059 -0.00088554684605993909 0.00045212043718963673 -0.00247202624464843 -0.00071034050431837857 0.0020610911585989765 0.00020430557899829395 -1.3196731466755042e-05 0.0001269968430120468 0.00052695166562206561 -0.0025563565938173756 -1.0405782908817022e-05 0.0012672238683209603 -0.0027275138372159801 -0.0015076815921215201 -0.00021752919100107785 -0.00061801445740534045 -0.00093128062006187244 7.7806520801243745e-05 0.00067744468775856909 -0.00094782508855074769 0.00030412011754819802 0.00044026842323732724 -0.00059385143645407997 0.00037729449890110567 -0.0042213563929323246 0.0011390530741115254 0.0014619079763852367 8.4600382952346561e-06
leaf_weight=29 135 30 51 29 48 50 26 50 30 241 101 41 147 52 27 25 255 237 176 52 31 96 107 30 261 54 25 100 53 353
leaf_count=29 135 30 51 29 48 50 26 50 30 241 101 41 147 52 27 25 255 237 176 52 31 96 107 30 261 54 25 100 53 353
internal_value=0.000228337 0.00362832 -5.4055e-05 -0.000327735 -7.71179e-06 0.00265241 0.00420438 0.00575701 0.00395062 -0.000270693 -0.000176061 0.000676646 0.000933548 0.00201428 0.00445113 0.00211688 -0.000641448 -0.000294428 -0.000646513 -7.70475e-05 -0.000427808 3.5502e-05 0.00260806 0.00386486 -0.00207958 -0.000172415 0.00305454 0.00238095 0.00622641 0.000364556
internal_weight=2942 215 2727 2430 2064 186 136 106 80 1910 1862 657 616 279 132 297 1205 950 849 612 560 337 272 137 366 105 154 125 105 384
internal_count=2942 215 2727 2430 2064 186 136 106 80 1910 1862 657 616 279 132 297 1205 950 849 612 560 337 272 137 366 105 154 125 105 384
cat_boundaries=0 17 44 62 63 86 87 89 90 91 121
cat_threshold=268566531 268435456 0 10240 0 134217728 0 8192 0 268435472 0 64 0 0 0 0 1073741824 16 0 0 0 65536 0 0 0 0 32768 0 131072 10240 1024 0 0 0 0 0 8192 256 0 0 0 0 1342177280 64 0 16 1074790400 524804 32 0 0 0 0 134225952 8192 128 268435472 0 0 32 4096 256 136839168 0 0 0 0 2147483648 0 262144 2147483648 0 0 0 4 0 0 0 4096 0 0 0 0 128 0 16777216 2147483648 0 20496 260 10 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 0 0 4194304 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=145
num_leaves=31
num_cat=13
split_feature=8 7 0 0 12 17 9 12 3 9 0 7 1 3 6 3 6 0 0 4 4 12 3 4 3 7 0 12 0 3
split_gain=1.24376 1.08813 0.635989 0.709442 0.605087 0.561721 0.478428 0.43137 0.646586 0.694924 1.42822 0.383209 0.360717 0.443918 0.273153 1.02127 0.245437 0.291269 0.256056 0.231882 0.230906 0.230618 0.377171 0.322191 0.211997 0.225615 0.471143 0.210171 0.164964 0.141272
threshold=0 1 35.250000000000007 40.250000000000007 2 3 4 5 1991.5000000000002 6 36.400000000000006 7 5.5000000000000009 2020.5000000000002 8 2007.5000000000002 9 30.500000000000004 40.250000000000007 8.0000000000000018 28487750000.000004 10 1983.0000000000002 4850.0000000000009 2012.5000000000002 11 37.250000000000007 12 42.710000000000008 1998.5000000000002
decision_type=9 9 10 10 9 9 9 9 10 9 10 9 8 8 9 10 9 10 8 10 8 9 10 10 10 9 10 9 10 10
left_child=21 2 -2 6 14 -6 29 11 9 19 -11 -7 13 -8 15 27 17 -13 -18 -9 -5 -1 23 -23 25 26 -16 -3 -12 -4
right_child=1 4 3 20 5 7 12 8 -10 10 28 16 -14 -15 24 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012289066939423416 -0.0003384939179988636 6.2724669247595823e-05 0.00043784850540475652 6.8947755858762803e-05 -0.00015910599954481472 -0.0014732866532625754 -0.000176506996846197 0.00012679945587576086 -5.6746399339442768e-05 0.0026528861487099976 0.00030504837513870004 0.00093814406041877851 -0.0014698918644269494 0.00035346604319198664 -7.9614890400467808e-05 0.0034410194726384046 0.0005091856346333926 -0.00018386595793691993 -0.00064952031173673506 -0.00019859833556609154 -0.00086575065420643749 0.00048414711206717996 -0.0015635681512737604 -0.0050552989327393525 -0.002442740761975416 -0.00019295419750669265 0.00062231388408738261 -0.001194673240535444 0.00082151004076935264 0.00011473426909730179
leaf_weight=244 42 115 88 31 326 118 39 285 142 27 68 107 25 39 114 33 85 153 35 35 43 112 66 38 47 347 26 106 29 30
leaf_count=244 42 115 88 31 326 118 39 285 142 27 68 107 25 39 114 33 85 153 35 35 43 112 66 38 47 347 26 106 29 30
internal_value=2.00257e-05 0.000369206 0.00244827 0.00317567 3.98361e-05 0.000534834 0.00430631 0.000971689 0.00170184 0.0024809 0.00491852 9.43016e-05 0.00164912 0.00313924 -0.000841052 0.000241509 0.000716112 -9.14964e-10 0.0021374 0.0013293 -0.000213334 -0.00186837 -0.000810574 0.0002649 -0.00135046 -0.00112295 0.0002649 -0.00073874 0.00297959 0.00595349
internal_weight=2995 2535 337 295 2198 1410 221 1084 586 444 124 498 103 78 788 254 380 260 120 320 74 460 216 150 534 487 140 221 97 118
internal_count=2995 2535 337 295 2198 1410 221 1084 586 444 124 498 103 78 788 254 380 260 120 320 74 460 216 150 534 487 140 221 97 118
cat_boundaries=0 29 46 48 49 51 52 54 71 72 73 75 84 86
cat_threshold=1342177280 12 4 0 0 0 262144 2147483648 1 0 0 33554432 0 0 0 4096 0 0 33554432 2048 0 0 0 0 0 0 4 0 128 268566528 129 536879104 2048 65536 134225920 0 8192 2048 48 0 0 0 268435456 0 0 1073741968 83960832 34 26 0 22528 1228832 0 2180 0 0 67108864 4 0 0 0 131072 0 0 0 0 0 0 0 0 4096 262 14 1171552 32 0 0 0 0 0 64 131072 0 65536 67175424 2
is_linear=0
shrinkage=0.04


Tree=146
num_leaves=31
num_cat=11
split_feature=7 8 10 7 8 12 17 9 2 4 3 3 4 12 2 3 2 12 3 3 0 12 5 3 2 2 3 2 2 3
split_gain=1.03054 0.710015 0.558836 0.825873 0.599276 0.578311 0.602076 0.566905 0.741318 0.542299 0.498397 0.483238 0.405945 0.396903 0.394164 0.499725 0.368558 0.344633 0.368955 0.33627 0.302686 0.386505 0.268172 0.266144 0.554573 0.30928 0.261375 0.261221 0.249928 0.239905
threshold=0 1 2 3 4 5 6 7 144.50000000000003 539925000.00000012 2016.5000000000002 2001.5000000000002 11633120000.000002 8 94.500000000000014 2008.5000000000002 89.500000000000014 9 2016.5000000000002 2014.5000000000002 44.07500000000001 10 3.5000000000000004 2022.5000000000002 30.500000000000004 155.00000000000003 2012.5000000000002 74.500000000000014 11.500000000000002 2002.5000000000002
decision_type=9 9 9 9 9 9 9 9 10 8 10 8 8 9 10 10 10 9 8 8 10 9 8 8 8 8 8 10 10 10
left_child=13 26 3 12 17 11 29 8 10 -9 14 -6 -3 27 15 20 -13 22 -19 -11 21 -8 -5 -21 -25 -26 -2 -1 -15 -7
right_child=1 2 -4 4 5 6 7 9 -10 19 -12 16 -14 28 -16 -17 -18 18 -20 23 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-9.8343856241702395e-05 0.00015830982989333974 -0.00016001584707935493 -0.00014198941008993854 -5.8136362770241056e-06 0.0010751053706832931 -0.00051510925534243321 0.00037035720419204986 0.0017886584993412104 0.0050976892671281103 -0.0006623447049976161 -0.0010291372211065546 -0.00065152345724741906 0.00028732793793043908 -7.6778702542448467e-05 -0.0010886812690291505 0.0027966250191103609 0.00083846233444911445 -0.0027751925067187383 5.4002239216745461e-05 0.00015082607642587226 0.00034800763755688777 -1.4445985903976588e-05 -0.0012848602079059501 -0.00015792142604629494 0.0019476198636831901 0.0011942133090169329 9.7200418228891153e-05 0.00031444710875452457 -0.00085169071874614149 0.00018476032992060192
leaf_weight=80 43 31 151 49 37 208 139 25 29 40 40 398 77 111 43 27 36 31 139 30 27 383 170 86 25 46 188 26 153 32
leaf_count=80 43 31 151 49 37 208 139 25 29 40 40 398 77 111 43 27 36 31 139 30 27 383 170 86 25 46 188 26 153 32
internal_value=-5.51543e-05 0.000236127 1.90467e-05 0.000188975 -9.4856e-10 0.000334536 0.000806044 0.00126183 0.000640915 0.00285931 0.000369696 -0.000838175 0.00342857 -0.00199475 0.000651612 0.000928942 -0.00123218 -0.00139 -8.95716e-10 0.00233333 0.000661817 0.000443594 -0.00241739 0.00304255 0.00235443 0.00494444 0.00229752 0.000136751 -0.00282182 -0.000956176
internal_weight=2900 2530 2299 2148 2040 1651 1180 940 688 252 659 471 108 370 619 576 434 389 170 227 549 522 219 187 157 71 231 106 264 240
internal_count=2900 2530 2299 2148 2040 1651 1180 940 688 252 659 471 108 370 619 576 434 389 170 227 549 522 219 187 157 71 231 106 264 240
cat_boundaries=0 18 45 46 63 89 91 92 94 95 97 98
cat_threshold=0 0 603987968 524288 32 134217794 0 268435456 0 0 32 448 144 0 0 0 1073741824 896 1073741840 0 0 134217728 0 1 0 0 0 32768 0 2048 10240 0 0 0 0 0 33554432 10240 0 0 0 0 0 0 64 304 268566528 0 0 2097152 0 0 0 8192 0 0 0 0 0 268435456 0 0 16 268435456 14 0 0 0 0 0 2147483648 1 0 0 4 0 0 0 0 0 0 4096 0 256 0 4194304 0 0 16384 84049984 2 14 1 6288 35136 68232194 32 1067008
is_linear=0
shrinkage=0.04


Tree=147
num_leaves=31
num_cat=15
split_feature=8 7 8 7 9 11 12 12 2 6 6 2 9 2 9 4 2 2 9 0 2 2 2 4 2 2 12 12 2 0
split_gain=1.01633 0.94205 0.696398 0.737614 0.647101 0.63221 0.642896 0.467032 1.12842 0.80276 0.749872 0.723201 0.647618 0.613891 0.524093 0.541654 0.46656 1.07278 0.436663 0.367236 0.522075 0.356926 0.52761 0.319135 0.291684 0.729525 0.274462 0.273155 0.379799 0.270948
threshold=0 1 2 3 4 5 6 7 19.500000000000004 8 9 3.5000000000000004 10 9.5000000000000018 11 2114435000.0000002 39.500000000000007 21.500000000000004 12 30.500000000000004 26.500000000000004 9.5000000000000018 35.500000000000007 9330535000.0000019 4.5000000000000009 11.500000000000002 13 14 66.500000000000014 37.750000000000007
decision_type=9 9 9 9 9 9 9 9 10 9 9 8 9 8 9 8 10 8 9 10 10 8 10 8 10 10 9 9 10 10
left_child=21 26 -3 4 16 7 19 12 9 -9 23 -11 -5 -14 -13 -16 17 -4 24 -7 -21 -1 -23 -10 -8 29 -2 28 -27 -26
right_child=1 2 3 5 -6 6 18 8 10 11 -12 14 13 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00032999401595993337 -1.4721377890874159e-05 -0.00064236363776215902 0.00010695808351647587 -0.00033493052083563644 -3.2867767234886058e-06 -0.00014225370497926847 -0.00091248794453388895 -0.0010203604578391411 -0.0022863383072104799 0.00064528118956515279 0.00089300894015638301 -0.00012430718853148501 0.0007634754074438392 -4.4571573722603785e-05 0.0021087638344884046 5.8329513948018268e-05 8.269498268500118e-05 0.00057310936544022347 -0.00020686901011781966 0.0048104518366042827 -8.1173711965782245e-05 -5.1279480787458607e-05 8.0850680637760264e-05 0.0002609022496097062 0.00083480974266805493 -0.00019038541654274141 -0.00075094471319795883 -0.00050449386118266539 0.00078699976822718437 -0.000459168303454131
leaf_weight=31 117 210 42 250 101 141 112 129 29 50 115 121 46 102 34 81 38 28 204 42 33 51 25 125 36 74 218 298 33 33
leaf_count=31 117 210 42 250 101 141 112 129 29 50 115 121 46 102 34 81 38 28 204 42 33 51 25 125 36 74 218 298 33 33
internal_value=-0.000147798 -0.000297232 -2.70065e-05 0.000178509 0.00238182 -5.33597e-05 -0.000770896 0.000614821 0.00124316 -4.80779e-05 0.00327407 0.00113131 -0.000469439 0.00155975 0.000236286 0.00206349 0.00443697 0.00676056 -0.00129838 0.00112775 0.00342105 0.00349152 0.00228571 0.00111515 -0.000710219 -0.000286317 -0.00225434 -0.000935962 0.00077966 0.00348571
internal_weight=2949 2842 2507 2297 209 2088 1006 1082 684 415 269 286 398 148 236 115 108 70 790 216 75 107 76 154 586 474 335 405 107 69
internal_count=2949 2842 2507 2297 209 2088 1006 1082 684 415 269 286 398 148 236 115 108 70 790 216 75 107 76 154 586 474 335 405 107 69
cat_boundaries=0 27 45 71 88 90 93 94 96 97 98 100 102 104 105 106
cat_threshold=16 2 0 134217728 2147483648 0 0 0 0 0 0 0 0 1048576 0 0 0 0 0 2048 0 0 0 0 0 1073741824 64 0 128 67108864 2097664 524290 134217728 0 0 0 0 0 2097536 268435456 0 0 0 4096 256 268435456 12 4 0 0 1 0 2147483648 1 0 0 0 64 0 0 0 0 0 33554432 0 0 0 0 8 0 32768 268566530 1 8192 0 0 8256 0 8192 0 16 8224 0 0 0 0 0 1073741952 0 22528 32772 2148532736 524288 16924928 16868608 34 22 452 0 6288 0 18560 0 2068 1059074 1083456
is_linear=0
shrinkage=0.04


Tree=148
num_leaves=31
num_cat=13
split_feature=8 13 8 2 1 18 12 1 2 1 6 1 10 6 11 12 2 4 12 2 1 6 1 2 2 4 6 2 2 4
split_gain=0.971923 0.727938 0.60585 0.820924 0.801099 0.752459 0.694169 0.845706 0.681661 0.445989 0.408962 0.435712 0.367938 0.36035 0.287993 0.719735 0.590436 0.576327 0.476449 0.306055 0.298819 0.279399 0.207878 0.204214 0.220834 0.199338 0.256451 0.479931 0.209059 0.194083
threshold=0 1 2 17.500000000000004 3.5000000000000004 3 4 5.5000000000000009 7.5000000000000009 2.5000000000000004 5 5.5000000000000009 6 7 8 9 59.500000000000007 8.0000000000000018 10 45.500000000000007 3.5000000000000004 11 4.5000000000000009 62.500000000000007 38.500000000000007 6050.0000000000009 12 24.500000000000004 79.500000000000014 73462200.000000015
decision_type=9 9 9 8 10 9 9 10 10 10 9 8 9 9 9 9 8 10 9 10 8 9 10 8 10 8 9 10 10 10
left_child=1 -1 -2 4 5 -4 21 13 -9 -7 11 -5 -12 -8 15 16 -14 23 20 22 -16 -6 -20 24 -17 -22 27 -27 -29 -3
right_child=2 29 3 10 6 9 7 8 -10 -11 12 -13 14 -15 18 17 -18 -19 19 -21 25 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.798361093711131e-05 -0.00034860572259921244 0.00012018980862951813 0.0010910013838823051 0.00024239227274636539 -0.00057072500588520412 -0.0003974167456486491 0.00013108385214123531 0.00053254759022980955 -1.1755598545029975e-05 0.00015538966688750878 -0.0011668609420726656 -0.0019389188397241437 -0.0018112709848747614 -0.00063695143758839702 0.0011100503231636922 0.0032949425075542876 0.00025012219406035901 -0.0028956073157072153 1.201205505034289e-05 -0.00043496492307766561 -0.0049516549903291466 -1.4177022154836322e-05 -0.00028989281943275042 9.534751195553464e-05 0.0024891338673830501 0.0027511393861341057 -0.00023333932824189327 -0.0022886581076435194 0.0010138070581858331 0.00022725590752086856
leaf_weight=159 232 157 25 78 154 32 232 55 36 35 121 29 153 161 39 37 108 26 56 214 26 190 166 29 25 28 219 32 43 25
leaf_count=159 232 157 25 78 154 32 232 55 36 35 121 29 153 161 39 37 108 26 56 214 26 190 166 29 25 28 219 32 43 25
internal_value=-0.000166953 0.00180682 -0.000433643 -0.000235594 0.000694896 0.00421505 0.000299155 0.00126061 0.00473913 0.00194118 -0.000836365 0.00145763 -0.00102626 0.000477156 -0.00079538 0.000123392 -0.00104412 0.00259375 -0.00121343 -0.00211186 -0.000170855 -0.00105916 -0.00111211 0.00430435 0.0055873 -0.000550144 -0.000272447 0.00129824 -0.000263159 0.00348186
internal_weight=2922 341 2581 2349 920 92 828 484 91 67 1429 107 1322 393 1201 378 261 117 823 436 387 344 222 91 62 348 322 103 75 182
internal_count=2922 341 2581 2349 920 92 828 484 91 67 1429 107 1322 393 1201 378 261 117 823 436 387 344 222 91 62 348 322 103 75 182
cat_boundaries=0 30 31 58 59 60 61 62 63 66 68 70 71 72
cat_threshold=16 0 0 134217728 0 0 0 0 0 32768 0 133120 10240 1048576 0 4096 0 0 0 10240 0 0 0 0 0 0 64 0 0 4096 10 268435456 2048 4 0 2147483648 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4194304 8 0 16384 4 4 16884032 80 17 456 4 0 524288 91202 32 67257664 34 388 388
is_linear=0
shrinkage=0.04


Tree=149
num_leaves=31
num_cat=11
split_feature=7 8 2 8 1 2 2 7 2 8 12 12 1 3 13 6 2 4 1 13 2 2 2 2 2 12 2 2 3 1
split_gain=1.25819 0.6854 0.729064 0.51141 0.500464 0.46862 0.528332 0.421966 0.45508 0.593946 0.588544 0.449882 0.402337 0.519073 0.382269 0.38321 0.627962 0.336752 0.331531 0.301134 1.03965 0.319508 0.583654 0.299635 0.286272 0.437772 0.235398 0.221977 0.201242 0.197662
threshold=0 1 5.5000000000000009 2 3.5000000000000004 85.500000000000014 22.500000000000004 3 11.500000000000002 4 5 6 4.5000000000000009 2018.5000000000002 7 8 7.5000000000000009 10438345000.000002 5.5000000000000009 9 59.500000000000007 45.500000000000007 29.500000000000004 8.5000000000000018 9.5000000000000018 10 31.500000000000004 17.500000000000004 2020.5000000000002 4.5000000000000009
decision_type=9 9 10 9 10 8 10 9 10 9 9 9 10 8 9 9 8 8 10 9 10 10 10 8 10 9 10 10 8 10
left_child=4 2 -2 -3 -1 6 28 -5 10 26 -9 -11 -13 -14 23 16 -16 -15 24 21 -21 22 27 -12 25 29 -10 -19 -6 -17
right_child=1 3 -4 7 5 -7 -8 8 9 11 14 12 13 17 15 18 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030858875670542103 -0.00050583139196195279 -0.00071913137800783654 0.00039952667839923976 -0.00071003129764411863 0.0008588297119001742 -0.00082931083933545247 0.00020660273633175006 -8.0297801174856418e-05 0.00072709371142676445 -0.00025293217609659004 -0.00039351114572361957 -0.0002483283405422104 -0.00023764701775685402 -0.0004186174242964152 0.001432094631297785 -4.9319875376188406e-05 0.00013163458463042558 0.00070607824900304069 0.00025228858423838758 3.5563689512674311e-05 0.00061679370935099312 -0.00062332948206180415 0.0011956383147763657 6.95665764286775e-05 0.00044764954479649231 -0.00057062957465696406 6.8820228605625051e-06 -0.0053574119474543436 -1.6869854430595687e-05 8.0142427693496808e-05
leaf_weight=36 30 215 83 243 28 31 91 260 41 674 85 86 94 56 63 49 57 36 37 84 37 80 60 39 35 142 59 37 55 64
leaf_count=36 30 215 83 243 28 31 91 260 41 674 85 86 94 56 63 49 57 36 37 84 37 80 60 39 35 142 59 37 55 64
internal_value=-0.000183401 -0.000429453 0.00248387 -0.000564297 0.00252381 0.00184466 0.00265143 -0.000391932 -0.000210431 -0.000666172 0.000524038 -0.00090518 -6.88478e-05 0.00037938 0.00123024 0.00177292 0.00366412 0.00102302 0.000982248 0.00150448 0.003 0.000482142 0.00170149 -0.000711112 0.000549827 7.81241e-05 0.00216216 -0.000702704 0.000333332 0.00183871
internal_weight=2987 2746 113 2633 241 205 174 2418 2175 1344 831 1244 570 484 571 447 120 390 327 334 121 213 133 124 290 255 100 73 83 113
internal_count=2987 2746 113 2633 241 205 174 2418 2175 1344 831 1244 570 484 571 447 120 390 327 334 121 213 133 124 290 255 100 73 83 113
cat_boundaries=0 14 40 69 87 110 111 113 114 115 116 118
cat_threshold=268566530 1 67108864 2107392 0 64 0 0 0 16 0 0 0 268435456 0 0 0 0 0 0 0 0 0 32768 0 0 8192 0 0 0 0 0 0 10240 0 0 0 0 0 1342210048 268435456 12 4 0 0 0 0 0 0 0 0 0 64 1048576 0 0 0 0 0 0 0 0 0 0 0 16384 4 0 128 0 0 0 516 34 0 0 0 33554432 134217728 32800 0 0 0 0 0 16 256 0 0 0 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 4096 0 0 0 4194304 1149184 16835586 34 4 448 10 16932864 32
is_linear=0
shrinkage=0.04


Tree=150
num_leaves=31
num_cat=21
split_feature=7 15 11 12 6 9 7 12 4 7 6 9 12 12 9 15 6 6 5 1 4 12 1 16 16 16 1 1 1 5
split_gain=1.3978 0.734527 0.515066 0.537708 0.450405 0.443463 0.673522 0.663486 0.509491 0.437781 0.411472 0.377762 0.54968 0.368755 0.37181 0.263907 0.343566 0.243023 0.23886 0.222038 0.201647 0.244361 0.13139 0.113814 0.108927 0.107484 0.0927197 0.0893778 0.0861554 0.0682674
threshold=0 1 2 3 4 5 6 7 425.00000000000006 8 9 10 11 12 13 14 15 16 2.5000000000000004 5.5000000000000009 12415638000.000002 17 5.5000000000000009 18 19 20 5.5000000000000009 4.5000000000000009 5.5000000000000009 5.5000000000000009
decision_type=9 9 9 9 9 9 9 9 8 9 9 9 9 9 9 9 9 9 8 10 8 9 10 1 1 1 8 10 10 8
left_child=11 -2 4 9 -3 7 20 18 -8 -4 28 12 -1 -10 -15 16 24 -17 -5 -9 -7 -22 -12 26 -16 -23 -14 -13 -11 -6
right_child=1 2 3 5 29 6 8 19 13 10 22 27 23 14 15 17 -18 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012214976474659283 0.0011188413335918254 -0.00058563772655979677 -0.00065818809622432113 0.00012689680404713425 0.00030905721892992953 -2.495464016135429e-05 0.00053813295032058392 -0.00064351491328272481 -0.00052724534030004733 0.00027833340040445695 3.6293657749315422e-05 -0.00021290079451529554 0.00011889397751217314 -5.1579009825922623e-05 0.00012341901408234471 0.0001953610555549767 0.0001705334289478187 -0.00013968241973579825 7.3395938272934407e-06 0.00018681257594416162 -0.0014803542955175192 -0.00022887986176021023 0.00057619584194982046 -0.00044192606896432523 0.00058469233459375412 0.00020465624320903942 -3.079931362772513e-05 -0.00084810292318290739 4.4837615203677427e-05 -3.7236156449942703e-05
leaf_weight=106 100 107 109 45 26 36 37 248 118 139 184 26 104 127 91 107 220 134 59 44 140 97 26 53 78 46 26 211 39 85
leaf_count=106 100 107 109 45 26 36 37 248 118 139 184 26 104 127 91 107 220 134 59 44 140 97 26 53 78 46 26 211 39 85
internal_value=1.61661e-05 0.000420708 0.000268592 0.000460889 -0.00153712 0.000105005 0.00047987 -0.00104177 0.00103142 0.00159842 0.00222556 -0.0018324 -0.000786668 0.000844748 0.00116146 0.00156006 0.00221 0.000460317 0.0016 -0.0020066 -0.00107879 -0.00074648 0.000904976 0.0005567 0.00357778 0.000441558 0.00122137 -0.00301613 0.00364021 0.000295081
internal_weight=2968 2442 2342 2124 218 1627 1231 396 912 497 388 526 289 875 757 630 389 241 104 292 319 283 210 183 169 143 130 237 178 111
internal_count=2968 2442 2342 2124 218 1627 1231 396 912 497 388 526 289 875 757 630 389 241 104 292 319 283 210 183 169 143 130 237 178 111
cat_boundaries=0 18 19 21 23 24 26 43 44 56 57 59 60 62 64 65 66 67 68 69 70 71
cat_threshold=0 129 537133056 524804 524320 134219776 0 268435456 2048 134225920 32768 320 16 0 0 32 1073741824 33024 2621440 2214641667 2147491840 84934912 32 140 1 20608 0 0 67108864 0 0 0 131072 536870912 65536 0 8192 0 0 0 0 0 4112 214048 0 0 0 0 0 0 0 537001984 0 0 0 128 24 0 2208 18023712 16416 2 0 36 201326592 28 386 246784 2 2 2
is_linear=0
shrinkage=0.04


Tree=151
num_leaves=31
num_cat=8
split_feature=9 12 4 12 4 11 6 1 2 2 2 2 2 1 4 2 0 5 4 11 2 6 4 2 2 11 2 0 5 2
split_gain=0.508903 0.821907 0.677337 0.581187 0.53934 0.542293 0.607674 0.427071 0.648848 0.918242 0.364312 0.335631 0.428611 0.392792 0.333931 0.294315 0.326497 0.28675 0.323738 0.271832 0.38169 0.296006 0.779263 1.48268 0.267385 0.267086 0.321348 0.245233 0.375493 0.24265
threshold=0 1 25235975000.000004 2 2091500000.0000002 3 4 1.5000000000000002 41.500000000000007 24.500000000000004 32.500000000000007 36.500000000000007 203.50000000000003 6.5000000000000009 2960.0000000000005 3.5000000000000004 16.750000000000004 1.0000000180025095e-35 313.50000000000006 5 147.50000000000003 6 1009900000.0000001 17.500000000000004 69.500000000000014 7 9.5000000000000018 42.250000000000007 1.5000000000000002 8.5000000000000018
decision_type=9 9 8 9 8 9 9 10 10 8 10 8 10 8 10 10 10 10 10 9 10 9 8 10 10 9 10 10 8 10
left_child=1 2 -1 19 14 10 7 -7 9 -9 15 27 13 -13 17 -6 -17 18 -5 -2 21 22 23 -21 -10 26 -3 28 -8 -4
right_child=3 25 29 4 5 6 11 8 24 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010850487929297558 3.4884699681629387e-05 0.00043060588552866507 3.9886776272462371e-05 -0.00031135087031602975 -0.0023828856551556359 0.0010689561008509697 0.00056645727949408209 0.00013647895865215304 0.0024732344020610411 -0.001324298228431553 -0.00025558760388360148 0.00042184773350079942 -9.3353684279074686e-05 -5.3875231617614535e-05 -0.00071222099973587227 0.00091627310593532876 -0.00063116398122978277 0.0010757435533190456 0.00014022410224704695 0.00062694759267594477 -0.0004433732661605998 -0.00043301494950516141 -5.1219096912268309e-05 -0.002712591400937713 0.0010048592392706359 -0.00076306454988764967 -0.0009057053728962843 -0.00075720085888702636 2.1479132569062345e-05 0.00018400611831368417
leaf_weight=26 101 55 40 51 30 35 38 116 32 43 105 161 56 38 71 49 38 33 34 25 94 267 590 31 48 264 55 89 309 52
leaf_count=26 101 55 40 51 30 35 38 116 32 43 105 161 56 38 71 49 38 33 34 25 94 267 590 31 48 264 55 89 309 52
internal_value=-4.83718e-05 -0.00120875 0.0016124 0.000185971 0.000732515 0.00105387 0.00145492 0.00303158 0.00251667 0.001025 -0.000721031 0.000792022 0.00195312 0.00282 -0.00124211 0.00077966 0.00195454 6.72259e-05 -0.00116279 -0.000493299 -0.000695482 -0.000450767 2.43522e-05 0.00449123 0.0054321 -0.00211948 -0.000330579 0.000128146 0.000609194 0.00335484
internal_weight=2976 492 118 2484 1376 1187 965 274 239 159 222 691 255 199 189 117 87 118 85 1108 1007 913 646 56 80 374 110 436 347 92
internal_count=2976 492 118 2484 1376 1187 965 274 239 159 222 691 255 199 189 117 87 118 85 1108 1007 913 646 56 80 374 110 436 347 92
cat_boundaries=0 2 4 6 8 9 11 12 15
cat_threshold=128 24592 147744 32 222240 34 32 2147484160 10 0 2147550720 266 32768 0 524288
is_linear=0
shrinkage=0.04


Tree=152
num_leaves=31
num_cat=11
split_feature=7 2 2 8 2 12 3 7 8 12 2 6 2 2 3 3 12 0 8 2 2 1 2 2 2 2 3 6 2 9
split_gain=1.18337 1.04604 1.33154 0.854333 0.796654 0.761488 0.741116 0.511511 0.443072 0.556331 0.435156 0.396833 0.349205 0.405836 0.369269 0.346459 0.34618 0.341892 0.560021 0.641498 0.814615 0.313057 0.322006 0.701152 0.276266 0.24624 0.227184 0.259654 0.313638 0.306954
threshold=0 52.500000000000007 37.500000000000007 1 14.500000000000002 2 2013.5000000000002 3 4 5 4.5000000000000009 6 16.500000000000004 64.500000000000014 2013.5000000000002 2014.5000000000002 7 20.500000000000004 8 11.500000000000002 34.500000000000007 5.5000000000000009 1550.0000000000002 321.00000000000006 9.5000000000000018 45.500000000000007 2019.5000000000002 9 3.5000000000000004 10
decision_type=9 8 10 9 10 9 10 9 9 9 8 9 8 10 8 10 9 10 9 10 10 10 8 10 8 8 10 9 10 9
left_child=1 2 4 5 -1 -2 17 -5 16 10 -10 12 -11 14 -14 -12 24 -7 25 -20 -21 22 23 -3 -9 -19 27 28 -13 -29
right_child=3 21 -4 7 -6 6 -8 8 9 11 15 26 13 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00055532886668865336 -0.00032992192911705776 -0.00013369655582440003 0.00032434686921596774 -0.00064056808276602211 -8.570144008719028e-05 0.00072374840530368576 -0.0018005814683936575 -0.0014226598893482892 0.00033974351248473395 -4.2194979411475474e-05 2.5147043898593224e-05 0.00012504020830640799 0.0033036361433273894 -2.742298696922817e-05 0.00010836518708526179 0.0010290475633727462 -0.0012384903476956555 8.9872366859936021e-05 0.0010949846226212402 -1.6851023328299733e-05 0.00049418919485286303 -0.0039671936628080488 -0.00079712850338970603 0.00060078729121033989 8.0428533336327911e-05 -0.00011843616696032134 0.00011548102184782371 0.00028972876586030183 -0.0010229975115854182 -9.6121217700879008e-05
leaf_weight=85 101 40 25 222 44 61 26 40 63 139 404 49 29 47 117 26 151 53 37 50 31 27 29 28 96 55 31 101 258 450
leaf_count=85 101 40 25 222 44 61 26 40 63 139 404 49 29 47 117 26 151 53 37 50 31 27 29 28 96 55 31 101 258 450
internal_value=8.91623e-05 0.00251903 0.0048 -0.000176738 0.00310769 0.00146823 0.0024321 -0.00048881 -0.000280319 -3.24647e-05 0.0010873 -0.000490261 0.000676384 0.00179381 0.00282993 0.000649651 -0.0017047 0.00309722 0.00236123 0.00409302 0.00239024 -0.000128001 0.000938775 0.00243478 -0.000163266 6.7226e-05 -0.00092889 -0.0010617 -0.00197484 -0.000505339
internal_weight=2915 278 154 2637 129 414 313 2223 2001 1714 493 1221 332 193 146 430 287 287 226 118 81 124 97 68 136 108 889 858 307 551
internal_count=2915 278 154 2637 129 414 313 2223 2001 1714 493 1221 332 193 146 430 287 287 226 118 81 124 97 68 136 108 889 858 307 551
cat_boundaries=0 17 44 45 63 93 95 96 97 120 121 123
cat_threshold=268566530 0 0 0 65536 134225984 0 8192 2048 16 0 0 0 0 0 0 144 16 2060 0 0 2147483648 0 0 0 0 32768 0 0 8192 1024 268435456 0 0 0 4096 10240 2147483776 0 4194304 0 0 0 64 68306976 1 0 537919488 4 2 0 0 0 33554432 32 32768 0 0 0 67108864 32 0 128 268435456 0 4 0 0 1 0 2147483648 0 0 0 4 2048 0 0 0 0 0 33554432 0 256 0 0 8 0 0 0 0 128 8192 1196288 32 130 34914 0 2060 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 128 0 4194304 260 0 12420
is_linear=0
shrinkage=0.04


Tree=153
num_leaves=31
num_cat=12
split_feature=7 8 12 7 9 2 0 11 7 2 2 9 2 0 0 2 12 2 6 8 0 6 2 2 2 2 2 2 2 2
split_gain=1.26956 1.11872 0.893429 0.769035 0.619399 0.749769 0.410681 0.419195 0.391604 0.537023 0.374311 0.324926 0.293427 0.267612 0.262506 0.588357 0.534863 0.473331 0.27837 0.245418 0.466076 0.382591 0.329917 0.653641 0.268991 0.237176 0.233362 0.236899 0.229593 0.267463
threshold=0 1 2 3 4 52.500000000000007 50.425000000000004 5 6 23.500000000000004 272.00000000000006 7 171.00000000000003 44.07500000000001 16.750000000000004 59.500000000000007 8 21.500000000000004 9 10 31.500000000000004 11 67.500000000000014 11.500000000000002 41.500000000000007 94.500000000000014 73.500000000000014 16.500000000000004 20.500000000000004 9.5000000000000018
decision_type=9 9 9 9 9 10 8 9 9 10 10 9 8 10 10 10 9 10 9 9 10 9 10 8 10 10 10 8 10 10
left_child=-1 -2 11 -4 5 13 7 26 9 -9 12 19 14 -5 -10 16 17 -16 -18 24 -21 -22 23 -23 -3 -17 27 -6 29 -20
right_child=1 2 3 4 6 -7 -8 8 10 -11 -12 -13 -14 -15 15 25 18 -19 28 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025665999995249739 -0.00068869512357544341 -2.1238566738752522e-05 0.00040854011578685042 0.00015403128074536476 -0.00031897273015716465 -3.4890736739709116e-05 -0.0029413886133412117 0.00029442708127258902 -6.9152474527813139e-05 0.00050251257136757618 0.0022964437441377666 -0.00070007656150961181 -0.00010657040419226084 3.0199284646372523e-05 0.001886350783323706 0.00083801412043263304 0.00011194248656652112 -2.9368379714476883e-05 -1.8225396564475061e-05 0.0013175555974307008 -0.00035164643873739369 0.00021971453684714067 0.0010031674425168007 -0.001266247615882428 -0.0010274883238199984 9.188757842170422e-05 0.00012413327523232257 -0.0016240703453772904 -0.00014695747513222235 0.00010528423312299927
leaf_weight=461 371 59 111 159 54 32 32 76 251 25 25 151 87 28 81 57 135 51 91 56 105 40 25 45 49 30 27 60 56 82
leaf_count=461 371 59 111 159 54 32 32 76 251 25 25 151 87 28 81 57 135 51 91 56 105 40 25 45 49 30 27 60 56 82
internal_value=-5.76735e-05 0.000307066 0.000669535 0.00115311 0.000885516 0.0028 0.000519902 0.00064592 0.000918714 0.00317857 0.000643677 -0.000739372 0.000516268 0.00389362 0.000747304 0.00121233 0.000676055 0.00274126 -0.000149334 -9.23086e-05 0.000553191 -0.000277779 0.00132231 0.000232557 -0.00161345 0.00422727 -0.00134211 -0.00222609 -0.000983334 -0.000298852
internal_weight=2912 2451 2080 1550 1439 219 1220 1188 1047 101 946 530 921 187 834 583 496 132 364 379 271 215 110 85 108 87 141 114 229 173
internal_count=2912 2451 2080 1550 1439 219 1220 1188 1047 101 946 530 921 187 834 583 496 132 364 379 271 215 110 85 108 87 141 114 229 173
cat_boundaries=0 18 45 47 64 66 69 86 88 90 91 114 115
cat_threshold=0 144 1644167168 524292 524320 0 0 805306368 0 134217760 32 320 16 268435456 0 32 0 384 1073741824 8 4 0 65536 0 262144 2147483648 1 0 0 0 10304 0 0 0 0 0 0 2048 0 0 4194304 8 0 32768 64 67118176 2 131074 0 67108864 0 0 0 0 8192 0 16 0 0 0 0 0 0 16 1073873152 24576 49152 1536 524288 0 1 1056768 2048 0 0 0 0 33554432 8192 0 128 0 0 0 0 128 0 6180 1065216 32 384 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 450
is_linear=0
shrinkage=0.04


Tree=154
num_leaves=31
num_cat=9
split_feature=7 11 8 7 9 0 4 11 2 2 6 4 0 2 5 2 0 2 2 2 4 7 0 2 2 2 4 13 2 2
split_gain=1.3457 0.598421 0.599738 0.472111 0.426108 0.452458 0.34141 0.357557 0.51558 0.338059 0.538482 0.556619 0.401148 0.377665 0.302757 0.29255 0.586856 0.50743 0.426367 0.290727 0.325351 0.266586 0.267186 0.247287 0.214454 0.269527 0.202506 0.253466 0.619359 0.484295
threshold=0 1 2 3 4 40.250000000000007 26121510000.000004 5 11.500000000000002 11.500000000000002 6 9950.0000000000018 35.250000000000007 8.5000000000000018 1.0000000180025095e-35 16.500000000000004 38.57500000000001 10.500000000000002 59.500000000000007 3.5000000000000004 15385520000.000002 7 9.5000000000000018 22.500000000000004 15.500000000000002 26.500000000000004 55.000000000000007 8 11.500000000000002 9.5000000000000018
decision_type=9 9 9 9 9 10 8 9 10 10 9 8 10 8 10 10 10 10 10 10 8 9 8 10 10 10 10 9 8 10
left_child=3 -2 15 -1 21 9 -5 8 -8 12 24 -12 -6 14 -14 17 -17 -3 -18 -7 -21 23 -23 -4 -11 -26 27 29 -29 -24
right_child=1 2 4 6 5 19 7 -9 -10 10 11 -13 13 -15 -16 16 18 -19 -20 20 -22 22 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0002518026614312395 -0.00066594162476826997 9.8207459584046902e-05 -0.0016862500625585454 -7.7490536546117667e-05 -0.0027513632248865722 8.544007067616442e-05 -0.0010835436808440374 -0.00012803733336686111 0.00046656481368412744 -0.0019383005320536318 0.0017103365995268177 7.1763263952201374e-05 0.00060072099370559579 0.0019711766239699615 -0.00015326647092223734 -1.4832678700199922e-05 8.0261172267463935e-05 -0.002875572685587966 0.001145010855957715 6.5282881658757885e-05 -0.0019588189372391099 0.0009982779879936204 -0.0022451258502312714 -0.00016746821258766664 0.00096852011632670104 -4.8521676476551857e-05 -0.00037638293893545448 0.00017962797552358085 -2.1602719397954348e-05 -1.4492171716740986e-05
leaf_weight=245 109 51 55 72 28 55 73 416 81 27 30 81 50 51 47 47 49 25 36 54 54 52 61 51 26 93 105 190 348 238
leaf_count=245 109 51 55 72 28 55 73 416 81 27 30 81 50 51 47 47 49 25 36 54 54 52 61 51 26 93 105 190 348 238
internal_value=-0.000124096 0.000448616 0.000618276 -0.00141203 0.000360866 0.00121252 -0.000808577 -0.000490369 0.00111515 0.00190783 0.000976743 0.00291803 0.00325424 0.00408054 0.00257143 0.00259361 0.00384962 0.000727272 0.00581395 -0.000560977 -0.00176147 -0.000108012 0.000103482 -0.00191453 -0.000662421 3.33324e-05 -5.09023e-05 0.000157517 0.000670309 -0.000761291
internal_weight=2900 2013 1904 887 1696 596 642 570 154 433 257 111 176 148 97 208 132 76 85 163 108 1100 994 106 146 119 942 837 538 299
internal_count=2900 2013 1904 887 1696 596 642 570 154 433 257 111 176 148 97 208 132 76 85 163 108 1100 994 106 146 119 942 837 538 299
cat_boundaries=0 18 20 46 64 66 67 68 85 86
cat_threshold=0 128 262144 524800 524320 8194 33554432 537001984 33556480 134225952 40992 384 144 0 67108864 32 4224 384 67125248 2147483648 0 4 0 0 0 1 0 0 0 32768 0 2048 0 0 0 0 0 0 4096 0 256 0 4194304 0 0 268451840 0 128 262144 512 524320 0 33554432 0 0 32 8192 256 0 0 67108864 32 0 384 256 2212 16388 330 0 0 8192 0 0 0 0 268435456 65536 0 0 0 0 0 0 0 1073741824 12
is_linear=0
shrinkage=0.04


Tree=155
num_leaves=31
num_cat=8
split_feature=8 7 12 2 2 3 7 12 2 12 4 2 6 0 2 0 1 3 5 4 6 4 2 0 2 2 2 2 2 2
split_gain=1.51839 1.27496 0.783938 0.827714 0.627239 0.623591 0.569563 0.414353 0.450895 0.357422 0.514325 0.452258 0.348532 0.398828 0.3231 0.272053 0.563114 0.271415 0.228041 0.360361 0.269909 0.260148 0.22672 0.224954 0.219363 0.26322 0.379681 0.216256 0.383863 0.219169
threshold=0 1 2 19.500000000000004 60.500000000000007 1988.5000000000002 3 4 203.50000000000003 5 5544455000.000001 6.5000000000000009 6 39.07500000000001 2.5000000000000004 29.500000000000004 5.5000000000000009 2001.5000000000002 1.5000000000000002 27072.500000000004 7 1300.0000000000002 22.500000000000004 40.250000000000007 14.500000000000002 88.500000000000014 33.500000000000007 45.500000000000007 89.500000000000014 9.5000000000000018
decision_type=9 9 9 8 8 8 9 9 10 9 10 8 9 10 10 10 8 8 10 8 9 8 10 10 8 10 8 10 10 10
left_child=2 -2 3 -1 -5 -3 15 8 17 -4 11 -11 13 -9 -14 -7 -17 -8 20 -20 21 -19 -23 24 -13 26 -26 29 -29 -22
right_child=1 5 9 4 -6 6 7 12 -10 10 -12 23 14 -15 -16 16 -18 18 19 -21 27 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00043767170589984383 -0.00028977048167106194 0.00094938712799943581 -0.00018594901702624085 0.00096139044987325097 0.0013469819744813428 9.0165899278421275e-06 0.0006273454436711845 0.0030996276250379517 -0.00098129335012428509 0.0002477385883817685 0.00035180148544831404 -0.00031365705907216844 -0.0013071083094016531 -1.1592869489553568e-05 -8.971950346328472e-05 1.9530446877095428e-05 0.0012963382690436326 0.00015737444973393036 -0.00013662188976148817 0.00028617357488241703 -4.2094549581930036e-06 -0.00034310246189773715 -1.7889249250232386e-06 -0.0001381370484811878 7.5527037494252234e-05 -0.00018348867459420069 0.00092814156880380305 -0.00095393512298141601 0.00016658391885795301 0.00031464522675543789
leaf_weight=35 323 40 113 25 40 84 48 31 54 33 44 42 110 115 701 84 25 30 28 46 155 157 82 63 53 36 33 63 29 181
leaf_count=35 323 40 113 25 40 84 48 31 54 33 44 42 110 115 701 84 25 30 28 46 155 157 82 63 53 36 33 63 29 181
internal_value=5.09632e-05 -0.000377139 0.00199242 0.00504504 0.00818182 -5.78687e-06 -0.000104744 -0.000325911 0.000303166 0.00114953 0.00185397 0.00122605 -0.000896695 0.000866241 -0.00122141 0.00190196 0.00330909 0.000541462 0.000357512 0.00245333 0.000131804 -0.000842858 -0.00131667 0.000578946 0.00135757 0.00221138 0.0034023 0.000747152 -0.000946238 0.00123442
internal_weight=2903 2386 517 100 65 2063 2023 1830 873 417 304 260 957 146 811 193 109 819 771 74 697 269 239 227 164 122 86 428 92 336
internal_count=2903 2386 517 100 65 2063 2023 1830 873 417 304 260 957 146 811 193 109 819 771 74 697 269 239 227 164 122 86 428 92 336
cat_boundaries=0 30 48 49 66 67 68 69 70
cat_threshold=0 6 0 134217728 2147483648 1 0 0 0 32768 0 131072 8192 1050112 268435456 0 0 0 0 2048 2147483904 0 4194304 0 0 0 0 0 0 4096 2 0 603979776 516 524288 0 0 268435456 0 134217728 32800 384 0 0 0 0 4096 512 10304 0 1 0 0 0 8256 0 8192 65536 0 0 0 0 0 0 0 1073741952 68371458 68240640 66 400
is_linear=0
shrinkage=0.04


Tree=156
num_leaves=31
num_cat=10
split_feature=7 8 3 11 7 4 2 2 2 2 0 17 15 12 2 12 8 4 0 4 0 0 3 2 2 2 4 2 12 3
split_gain=0.951957 0.829996 0.839173 0.669185 0.640202 0.887408 0.675371 0.571394 0.391948 0.618615 0.357329 0.347979 0.459589 0.414228 0.416066 0.376196 0.369702 0.325374 0.294206 0.285921 0.263008 0.416617 0.364795 0.26021 0.241856 0.233004 0.250517 0.229204 0.220026 0.228657
threshold=0 1 2012.5000000000002 2 3 9300.0000000000018 416.00000000000006 8.5000000000000018 37.500000000000007 22.500000000000004 36.900000000000006 4 5 6 67.500000000000014 7 8 28487750000.000004 42.960000000000008 1246835000.0000002 20.500000000000004 18.500000000000004 2011.5000000000002 5.5000000000000009 30.500000000000004 5.5000000000000009 8.0000000000000018 11.500000000000002 9 1994.5000000000002
decision_type=9 9 8 9 9 8 10 8 8 10 10 9 9 9 10 9 9 8 10 10 8 10 10 10 10 10 10 10 9 10
left_child=-1 2 -2 -3 5 -5 11 -7 9 19 24 18 13 14 -13 16 -14 -10 -6 23 21 -15 28 -4 -9 -18 -27 -25 -22 -30
right_child=1 3 8 4 6 7 -8 10 17 -11 -12 12 15 20 -16 -17 25 -19 -20 -21 22 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=-0.0016337610002701971 0.00031684677650767074 -0.00012150284972824929 -0.00057947236507798199 -0.00074165470805208139 5.0692972011549268e-05 0.00025668629639361023 6.6606006419622882e-05 0.0020233777103588497 0.00016454151009672884 0.00070017826782464167 1.3172364839395095e-05 -0.00021903353974769385 9.5546634523512871e-05 0.00014791716486405447 -0.0014241994779791059 -0.00047548161921201422 -0.00062527914815076148 -6.7149835176778393e-05 0.00018270712025742416 -0.00093904878550425067 -0.00027585065442360597 0.0029237628694823489 0.000159906828736117 0.00033325896521119668 8.5348882704341339e-05 9.0181488603562133e-05 -5.1289344299017966e-06 6.8490524957412396e-05 9.1091944400499873e-05 -0.0034656714305524171
leaf_weight=113 37 270 36 30 90 32 45 37 33 30 79 325 100 221 59 336 38 105 29 25 294 26 84 52 28 103 42 52 116 25
leaf_count=113 37 270 36 30 90 32 45 37 33 30 79 325 100 221 59 336 38 105 29 25 294 26 84 52 28 103 42 52 116 25
internal_value=0.000107846 0.000259497 0.00199475 -1.4877e-05 0.000225115 0.00228571 -6.17379e-06 0.00348023 0.0014012 0.00255102 0.00237241 -0.000122817 -0.000267417 0.000206717 -0.000850634 -0.00113651 -4.08172e-05 -0.000230217 0.00187692 0.00156626 0.000741312 0.00182258 0.000238461 0.0022695 0.00454545 -0.00109278 -0.00041096 0.00327619 -0.000229359 0.00102631
internal_weight=2892 2779 370 2409 2139 206 1933 176 333 195 144 1888 1769 1150 384 619 283 138 119 165 766 247 519 140 65 183 145 104 435 141
internal_count=2892 2779 370 2409 2139 206 1933 176 333 195 144 1888 1769 1150 384 619 283 138 119 165 766 247 519 140 65 183 145 104 435 141
cat_boundaries=0 18 48 51 68 69 70 72 74 97 98
cat_threshold=16384 0 1073741824 512 0 0 0 268435456 0 1024 0 64 0 0 67108864 32 0 256 1073741824 2 0 134217728 0 1 0 0 0 32768 0 133120 2048 1049088 0 0 0 0 33554432 10240 0 0 0 0 0 32768 64 0 0 4096 0 1115136 528385 268566528 129 536879104 2097152 0 134225920 0 0 0 0 0 128 0 0 0 0 16 48 203948032 85139456 2 67340288 32 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 16777216 51234
is_linear=0
shrinkage=0.04


Tree=157
num_leaves=31
num_cat=11
split_feature=7 7 12 8 7 0 8 0 3 9 0 13 17 2 2 0 2 2 2 3 2 2 0 2 11 6 2 2 2 3
split_gain=1.15979 0.98696 0.65628 0.651533 0.538221 0.576692 0.70549 0.532184 0.60163 0.466528 0.700845 0.510389 0.573471 0.450709 0.396269 0.687522 0.368392 0.305692 0.356699 0.302559 0.283362 0.387303 0.281124 0.275121 0.268625 0.349521 0.439215 0.232793 0.221079 0.213563
threshold=0 1 2 3 4 48.175000000000004 5 39.07500000000001 1980.5000000000002 6 47.750000000000007 7 8 38.500000000000007 48.500000000000007 16.750000000000004 47.500000000000007 88.500000000000014 19.500000000000004 2000.5000000000002 10.500000000000002 79.500000000000014 42.960000000000008 17.500000000000004 9 10 9.5000000000000018 19.500000000000004 9.5000000000000018 2020.5000000000002
decision_type=9 9 9 9 9 8 9 10 10 9 10 9 9 8 8 10 8 10 10 8 10 10 10 8 9 9 10 10 10 8
left_child=-1 23 3 -3 7 6 16 17 13 20 11 -11 -13 -9 15 28 -6 18 -4 -14 -8 -22 -21 -2 25 27 -27 -17 -5 -28
right_child=1 2 4 14 5 -7 9 8 -10 10 -12 12 19 -15 -16 24 -18 -19 -20 22 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00065661123681387329 0.00054657111432420487 0.00036035064201249948 -0.00073228746713484435 -0.0054434278995161411 0.0005988937891278943 -0.0036194145442278369 -0.00074340753965305051 -0.00055131976702320026 0.0011397406921109341 -8.2225995912423852e-05 0.00037413398649566116 -0.00023925063978934801 0.00033979296715069769 0.00076015901940280342 -0.00056615814993393287 -0.0012071079339366748 0.00029978455083453027 -0.0013964076707731199 0.00057195009558668602 2.7410730188858275e-05 3.2705107938147142e-05 -0.0024672495579118534 7.3618254034321613e-05 0.00019992494697935055 -0.00078785796396025319 0.0021312433494136908 0.00023212892578084823 -0.00018617629033508689 0.00079511826634273306 -0.0012062051452212499
leaf_weight=217 31 104 39 25 56 68 83 44 30 130 25 199 37 42 257 90 47 34 37 784 77 34 45 70 127 36 25 33 68 46
leaf_count=217 31 104 39 25 56 68 83 44 30 130 25 199 37 42 257 90 47 34 37 784 77 34 45 70 127 36 25 33 68 46
internal_value=-1.36018e-05 0.000215069 5.77279e-05 -0.00088078 0.000480789 0.000213032 0.000376811 0.0022616 0.00423932 0.000129122 0.00042242 0.00028428 0.000576207 0.00248276 -0.00132034 -0.000620844 0.00340351 0.000360359 0.00176623 0.00102166 -0.00163903 -0.000392858 0.000872288 0.00389286 -0.001419 -0.000497926 0.00111864 -0.0018806 0.00242553 -0.000611112
internal_weight=2940 2723 2622 811 1811 1585 1517 226 116 1414 1220 1195 1065 86 707 450 103 110 76 866 194 111 829 101 357 230 107 123 93 71
internal_count=2940 2723 2622 811 1811 1585 1517 226 116 1414 1220 1195 1065 86 707 450 103 110 76 866 194 111 829 101 357 230 107 123 93 71
cat_boundaries=0 13 21 22 43 57 83 85 86 87 88 89
cat_threshold=0 268435457 571744256 512 524288 2048 0 0 0 0 8192 128 16 268451840 0 0 10368 0 64 0 8192 83960864 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 4096 0 384 0 128 67108864 4 0 0 0 0 2048 8192 0 320 0 268435456 0 2052 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 32768 0 8324 8 9 49156 284
is_linear=0
shrinkage=0.04


Tree=158
num_leaves=31
num_cat=8
split_feature=8 12 7 0 5 8 2 1 12 5 8 2 2 0 12 2 2 0 2 2 6 2 2 2 2 0 4 0 2 2
split_gain=1.28651 0.892202 1.07231 0.92861 0.58715 0.524893 0.489196 0.47892 0.462955 0.460809 0.46655 0.663649 0.444508 0.758286 1.02203 0.813377 0.749126 0.699037 0.693115 0.601527 0.441633 0.410217 0.398911 0.281956 0.320037 0.280526 0.273394 0.281663 0.260877 0.256893
threshold=0 1 2 48.175000000000004 519.00000000000011 3 11.500000000000002 5.5000000000000009 4 1.5000000000000002 5 84.500000000000014 34.500000000000007 36.400000000000006 6 2.5000000000000004 64.500000000000014 33.175000000000004 46.500000000000007 3.5000000000000004 7 7.5000000000000009 9.5000000000000018 7.5000000000000009 4.5000000000000009 35.600000000000009 390.00000000000006 40.250000000000007 203.50000000000003 8.5000000000000018
decision_type=9 9 9 10 8 9 8 10 9 8 9 10 10 10 9 10 10 8 10 8 9 10 10 8 10 10 10 10 8 10
left_child=5 6 -3 4 7 28 22 -4 -7 -10 11 21 13 15 19 -6 18 -17 -14 -15 -16 -11 -2 24 -22 -18 27 -25 -1 -12
right_child=1 2 3 -5 12 8 -8 -9 9 10 29 -13 16 14 20 17 25 -19 -20 -21 23 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012042710854880548 4.3516875374916105e-06 -0.00032489211625581478 -6.3802815892869972e-05 -0.0036063193510588675 1.3965170553716049e-05 -0.00065435218202034267 -0.00055497689872477764 0.00021410205031726658 0.00036409103156496406 0.00032226724064232361 -0.00062307764241271578 0.00077402025145980799 5.3469174983721881e-05 0.0004585667688985859 1.794664445234347e-05 0.0016889526872892486 -0.00023724698587755568 0.00090235275033940328 0.0033973200519022569 -0.0010283175937298671 0.00018508368039448314 -3.5939222247621452e-05 0.00028620026609059955 0.00015857353218017754 0.0022561466340592492 0.00012335776772069598 0.0011214000151516981 -7.8936956075921223e-05 -1.8434366879535869e-05 -0.00012300715426649087
leaf_weight=189 104 110 134 57 57 374 372 35 65 47 53 30 52 28 116 48 30 26 37 197 32 207 29 83 26 144 26 30 37 201
leaf_count=189 104 110 134 57 57 374 372 35 65 47 53 30 52 28 116 48 30 26 37 197 32 207 29 83 26 144 26 30 37 201
internal_value=7.25553e-05 0.000755604 0.00131978 0.00168349 0.00195644 -0.000932456 -0.000658916 -0.000211766 -0.000514171 0.000175895 -0.000207793 0.000894914 0.00234941 0.00179701 0.00112801 0.00451515 0.00374242 0.00725333 0.00671111 -0.000932204 0.00255555 0.000250979 0.00140298 0.00371154 0.00623729 0.00219428 0.00288571 0.002 -0.00263291 -0.00141887
internal_weight=2976 1773 1268 1158 1101 1203 505 169 977 603 538 284 932 669 538 131 263 74 89 225 313 254 133 197 58 174 139 113 226 254
internal_count=2976 1773 1268 1158 1101 1203 505 169 977 603 538 284 932 669 538 131 263 74 89 225 313 254 133 197 58 174 139 113 226 254
cat_boundaries=0 30 32 44 73 74 104 105 106
cat_threshold=268435456 2056 4 0 65536 0 262144 0 1 32768 0 33687556 2112 0 268435456 0 0 0 0 0 128 0 20971520 8 0 49152 4 0 128 4096 150560 34 1 0 0 512 32 0 0 0 33554432 0 8192 128 268435456 2048 4 0 65536 0 0 0 0 0 0 33685504 64 0 0 0 0 0 0 0 0 0 4194304 8 0 16384 0 0 128 83961120 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 0 0 4096 17924352 262
is_linear=0
shrinkage=0.04


Tree=159
num_leaves=31
num_cat=7
split_feature=8 8 2 12 2 2 2 3 2 6 0 2 2 0 2 2 14 2 6 1 3 2 2 3 2 2 12 2 2 2
split_gain=0.865996 0.521168 0.497364 0.470222 0.653191 0.443783 0.473243 0.443659 0.40385 0.537906 0.453433 0.422442 0.35539 0.376662 0.675868 0.346882 0.338736 0.41423 0.370466 0.422298 0.722811 0.311719 0.28014 0.272827 0.271158 0.330585 0.243354 0.240521 0.234988 0.507215
threshold=0 1 2.5000000000000004 2 321.00000000000006 50.500000000000007 49.500000000000007 2007.5000000000002 47.500000000000007 3 38.20000000000001 4.5000000000000009 8.5000000000000018 30.500000000000004 37.500000000000007 620.00000000000011 4 11.500000000000002 5 5.5000000000000009 2014.5000000000002 283.00000000000006 7.5000000000000009 2013.5000000000002 73.500000000000014 81.500000000000014 6 16.500000000000004 28.500000000000004 22.500000000000004
decision_type=9 9 10 9 10 10 10 8 8 9 10 10 10 10 10 10 9 8 9 10 10 8 10 10 8 10 9 10 10 10
left_child=7 2 -2 8 5 6 16 -1 9 -3 -10 -11 -13 14 27 -6 18 22 -5 20 -20 -12 -18 -9 -7 -26 -4 -14 29 -15
right_child=1 3 26 4 15 24 -8 23 10 11 21 12 13 28 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00073434158920252792 0.00013233804201565798 -5.2687278912950399e-05 -7.3415804077721141e-05 -3.2036777613149561e-05 0.0043640683590315211 -0.0023890982748212002 0.00023381761494213642 0.00016255743205923341 -0.0008521565338478152 -0.0016263156093136667 2.5924140937001535e-05 0.0013337702648158825 0.00092317400345517649 -3.4492191922505165e-05 0.0025011686039451871 5.1878431772951337e-05 0.00063235864629859534 6.7163402269213688e-05 -8.1928440377153518e-05 0.00071651940948400941 0.00091318698805843744 -0.00033720444702161018 0.00055041778658973853 -0.00029204343824166477 0.00029252435563201034 -4.6861412368602323e-05 -0.0007943802194185773 -0.0023407376200747176 -0.0026535241794741612 0.00010266935939188911
leaf_weight=35 44 134 103 481 31 65 28 180 174 88 87 40 33 103 51 47 26 173 259 57 36 79 26 32 25 149 170 66 41 31
leaf_count=35 44 134 103 481 31 65 28 180 174 88 87 40 33 103 51 47 26 173 259 57 36 79 26 32 25 149 170 66 41 31
internal_value=0.000160275 -5.56819e-05 -0.00154878 0.000153779 0.00061386 0.000407239 0.000750689 0.00237209 -0.000541579 8.84344e-05 -0.00164223 0.000749999 0.00136612 0.000920244 0.00238411 0.0041519 0.000611897 0.00194915 0.000222748 0.00119008 0.000608107 -0.000143714 0.00513207 0.00315493 -0.00115 -0.000320001 -0.00223358 0.000439999 -0.00034091 0.000474073
internal_weight=2894 2647 317 2330 1403 1325 1086 247 927 587 340 453 365 325 150 78 1058 225 833 352 295 166 52 212 239 174 273 99 175 134
internal_count=2894 2647 317 2330 1403 1325 1086 247 927 587 340 453 365 325 150 78 1058 225 833 352 295 166 52 212 239 174 273 99 175 134
cat_boundaries=0 27 57 58 59 60 61 62
cat_threshold=0 0 0 0 2147483648 1 0 0 0 32768 0 0 8256 1024 268435456 0 0 0 0 0 2147483904 0 0 0 0 16384 64 1342177296 2048 4 134217728 65536 0 0 2147483648 1 0 0 33556480 2048 0 0 0 0 0 33554432 2048 0 0 0 8 0 0 4 0 0 4096 93280 82 139280 156 17867072
is_linear=0
shrinkage=0.04


Tree=160
num_leaves=31
num_cat=12
split_feature=8 7 8 3 4 9 12 15 4 3 12 4 6 0 12 0 0 4 11 12 3 0 6 3 3 0 0 4 3 0
split_gain=1.65905 0.778807 0.744654 0.637832 0.545021 0.495143 0.438938 0.465751 0.690464 0.413524 0.390498 0.366383 0.335126 0.316468 0.324322 0.272608 0.271674 0.26687 0.256412 0.374611 0.447852 0.28415 0.25027 0.38493 0.237313 0.236581 0.190789 0.266569 0.187568 0.138857
threshold=0 1 2 2012.5000000000002 152.50000000000003 3 4 5 353375000.00000006 1984.5000000000002 6 680725000.00000012 7 33.175000000000004 8 45.425000000000004 31.500000000000004 8400.0000000000018 9 10 2002.5000000000002 35.600000000000009 11 2006.5000000000002 2017.5000000000002 16.750000000000004 43.175000000000004 2331015000.0000005 1958.5000000000002 39.07500000000001
decision_type=9 9 9 8 8 9 9 9 10 10 9 8 9 10 9 8 10 8 9 9 8 10 9 10 10 10 10 10 10 10
left_child=3 16 9 -1 -4 17 -7 15 12 10 -3 -5 29 -13 26 18 25 -6 19 20 -8 -20 23 -21 -24 -2 27 -15 -23 -9
right_child=1 2 4 11 5 6 7 8 -10 -11 -12 13 -14 14 -16 -17 -18 -19 21 22 -22 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014383882615049147 -0.0010501839420907469 2.6393656233741375e-05 0.0004416893634254282 -0.0035065496900060218 0.00016385442260552163 -0.00043247799132954483 0.0028600261485915083 0.0056915806525259047 -0.00017326459372789317 -0.0016516504978277742 -0.00029688746585955836 0.001427139735816253 8.1562472305331187e-05 0.00089883093718488741 -1.3447129703623433e-05 -0.00026888839294795153 -0.00033442089870611093 -0.00029193863790686654 -0.001884103245029099 -0.00038234255530668907 -0.00075968833864048686 0.00010794742167101069 0.0010245657087130675 7.2137223122324494e-05 -0.0024821651096700688 0.00022450038055092791 0.0001957811538369966 -8.9472288634387756e-06 -0.0003768730703837957 0.00016815751188563037
leaf_weight=47 35 208 45 27 40 108 30 39 64 74 325 26 162 98 115 51 252 274 51 86 141 97 207 36 26 60 48 27 63 74
leaf_count=47 35 208 45 27 40 108 30 39 64 74 325 26 162 98 115 51 252 274 51 86 141 97 207 36 26 60 48 27 63 74
internal_value=0.000128021 -0.000246972 3.43571e-05 0.00252631 0.000488473 0.00036387 0.00072231 0.000959577 0.00218286 -0.00114563 -0.000771537 0.00197661 0.00311594 0.0023619 0.0019654 0.000410512 -0.00197765 -0.00103385 0.000612465 0.00107262 -0.000461539 -0.000558559 0.00180328 0.000240601 0.00257377 -0.000208334 0.00297826 0.00396825 0.000248446 0.00474193
internal_weight=2936 2548 2201 388 1594 1549 1235 1127 339 607 533 341 275 314 288 788 347 314 737 526 171 211 355 122 233 95 173 125 160 113
internal_count=2936 2548 2201 388 1594 1549 1235 1127 339 607 533 341 275 314 288 788 347 314 737 526 171 211 355 122 233 95 173 125 160 113
cat_boundaries=0 30 48 77 79 80 81 83 84 85 87 88 89
cat_threshold=1073741824 4 0 0 8192 1 0 0 0 32768 0 2048 10240 1049088 268435456 0 0 0 0 2048 2147483648 0 0 0 0 0 64 0 0 8192 0 16 0 2097668 0 0 0 805306368 33554432 134217760 32 128 0 0 0 32 4096 256 268435456 8 4 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 8 0 0 0 0 128 1 4144 2080 2216689664 17957152 32 262 34914 16420 512 17022976 276
is_linear=0
shrinkage=0.04


Tree=161
num_leaves=31
num_cat=14
split_feature=7 7 4 1 4 12 4 11 6 3 13 1 17 4 1 9 1 9 3 7 13 1 5 12 3 12 4 4 4 7
split_gain=1.42448 0.718266 1.10719 1.25816 0.483476 0.46228 0.509374 0.468519 0.619839 0.617538 0.386193 0.411141 0.330214 0.466847 0.285925 0.244692 0.347179 0.242589 0.257281 0.202658 0.245337 0.17916 0.169859 0.163337 0.17632 0.156709 0.138267 0.138599 0.287111 0.13148
threshold=0 1 5039060000.000001 5.5000000000000009 481.00000000000006 2 55.000000000000007 3 4 2005.5000000000002 5 5.5000000000000009 6 775.00000000000011 5.5000000000000009 7 5.5000000000000009 8 2019.5000000000002 9 10 5.5000000000000009 1.0000000180025095e-35 11 1977.5000000000002 12 8048725000.000001 7650.0000000000009 575.00000000000011 13
decision_type=9 9 10 8 10 9 10 9 9 8 9 8 9 10 8 9 8 9 8 9 9 10 10 9 10 9 10 10 10 9
left_child=21 2 3 4 23 12 7 8 17 -10 11 -9 -3 15 -12 19 22 -7 -19 -14 -21 29 -17 -2 -25 -11 27 28 -8 -1
right_child=1 5 -4 -5 -6 6 26 10 9 25 14 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.8837647463382553e-05 0.00088612248120821784 -0.00055982292514044783 0.00017392736154207237 -0.00023873838586301651 -0.0012961826014074285 -0.0012885981856902286 -0.0007568286555780418 -7.9363161559151412e-05 0.00048543216639873404 -2.6588785044272343e-05 0.0010887512962048128 0.0016595650894353792 1.939622818934301e-05 0.00017456635288380239 6.0459104058820918e-05 0.00016071640875071986 -0.00032993961067119022 -0.00092287029729073696 0.00014289946800710628 -0.00053290605249836415 -9.7813308052561589e-05 -1.6165173478065421e-05 -0.00030375485908485381 0.00017280526965591638 -0.00068039239008348509 0.00028259352582688495 1.4406351626059418e-05 -0.0010787685290946708 0.00031365737053988584 -0.0012207734951654385
leaf_weight=107 110 101 29 89 25 104 54 123 34 157 112 32 167 54 77 162 50 61 81 236 192 54 40 80 34 270 30 75 40 166
leaf_count=107 110 101 29 89 25 104 54 123 34 157 112 32 167 54 77 162 50 61 81 236 192 54 40 80 34 270 30 75 40 166
internal_value=0.000114013 0.000427375 0.00204233 0.00143953 0.002896 0.000155545 0.000666137 0.00102281 0.000406684 0.00126271 0.00220845 0.000602409 -0.000481738 -0.000223685 0.00342 -0.000457548 0.000577946 -0.00118288 -5.22885e-05 -0.00089109 -0.00134852 -0.00233136 0.0013399 0.00348444 0.001792 0.000869158 -0.00118 -0.00162353 -0.000589475 -0.00281752
internal_weight=2946 2619 367 338 249 2252 1250 1051 707 461 344 155 1002 901 189 847 252 246 142 595 428 327 202 224 114 427 199 169 94 273
internal_count=2946 2619 367 338 249 2252 1250 1051 707 461 344 155 1002 901 189 847 252 246 142 595 428 327 202 224 114 427 199 169 94 273
cat_boundaries=0 18 35 37 38 39 40 41 43 45 54 55 56 58 71
cat_threshold=131073 268435457 536879104 786944 32 134217728 0 268435456 0 134218752 0 256 144 0 0 32 1073741952 256 16386 0 68157440 0 0 8192 0 536879104 2048 16 8192 64 0 0 0 0 4096 16886048 2 16420 388 12 22 0 10384 0 20516 0 128 0 0 0 0 0 131072 65536 10 34882 67239936 32 131073 0 536870912 0 32 0 0 0 0 0 0 256 16
is_linear=0
shrinkage=0.04


Tree=162
num_leaves=31
num_cat=9
split_feature=7 8 7 2 2 2 12 3 2 2 2 2 2 6 3 2 2 2 11 6 2 2 2 13 11 2 2 4 2 2
split_gain=1.62903 1.10457 0.827665 0.894699 0.871644 0.679764 0.571192 0.677203 0.424172 0.417437 0.566395 0.381089 0.43533 0.321024 0.585365 0.480931 0.515048 0.312033 0.308645 0.952025 0.487377 0.87343 0.304192 0.273695 0.433167 0.461554 0.433411 0.260297 0.336571 0.246183
threshold=0 1 2 21.500000000000004 3.5000000000000004 8.5000000000000018 3 1988.5000000000002 79.500000000000014 199.50000000000003 33.500000000000007 6.5000000000000009 14.500000000000002 4 2007.5000000000002 28.500000000000004 8.5000000000000018 50.500000000000007 5 6 46.500000000000007 12.500000000000002 2.5000000000000004 7 8 11.500000000000002 8.5000000000000018 1868495000.0000002 37.500000000000007 80.500000000000014
decision_type=9 9 9 8 8 10 9 8 10 10 10 10 10 9 8 8 10 10 9 9 10 10 10 9 9 8 10 8 10 10
left_child=18 5 3 11 22 -2 8 -8 -6 10 -7 -3 -13 14 -9 16 -16 -12 19 20 21 -1 -4 -15 26 -26 -25 -17 -29 -20
right_child=1 2 4 -5 6 9 7 13 -10 -11 17 12 -14 23 15 27 -18 -19 29 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00031180908093494876 5.1956149058306285e-06 -0.00060867336962513476 7.2479459322505075e-05 0.0003687963281410186 0.002241124766781222 0.00011418131063571439 0.0011753913310815322 -0.0018246585420400407 -0.00015816777579680811 -0.00012167128306048084 0.00050935704752386483 0.00024513415186019151 -0.00016208272198478695 -0.00084592606993681555 -0.00013879576890293548 -0.0018044634516989806 0.00054055002680347664 9.3516248255522222e-05 -0.00021148842375957332 -0.00092598191629650534 0.00025689576069665382 -0.0003808076251994135 0.0010836790512180451 -0.00034785200955229993 0.00022716379345297483 -0.00037157357519485088 0.00015996732013329775 -0.0024621892248213378 0.00012841457951267063 -0.00011112370407798468
leaf_weight=38 119 28 103 108 73 139 30 48 31 25 29 52 28 290 63 36 120 39 573 182 51 67 35 34 45 264 113 38 61 100
leaf_count=38 119 28 103 108 73 139 30 48 31 25 29 52 28 290 63 36 120 39 573 182 51 67 35 34 45 264 113 38 61 100
internal_value=7.82981e-05 0.000752293 0.000297951 0.00253744 -6.88182e-05 0.00275138 -0.000404171 -0.000666089 0.00229565 0.00408584 0.00467308 7.33936e-05 0.00148148 -0.000833784 0.00014854 0.000777429 0.00210869 0.00765217 -0.00121722 -0.000206305 0.00201198 0.000566037 0.00293525 -0.00129987 -0.000650965 -0.0014875 0.00108861 -0.00102941 3.99991e-05 -0.00171345
internal_weight=2962 1951 1600 216 1384 351 1246 1142 104 232 207 108 80 1112 366 318 183 68 1011 338 156 105 138 746 456 309 147 135 99 673
internal_count=2962 1951 1600 216 1384 351 1246 1142 104 232 207 108 80 1112 366 318 183 68 1011 338 156 105 138 746 456 309 147 135 99 673
cat_boundaries=0 18 48 65 66 67 69 70 71 72
cat_threshold=16385 128 67108864 524800 524320 2 33685504 268566528 0 402661376 32800 384 67109008 268435456 0 32 0 384 0 2 0 0 2147483648 0 0 0 0 32768 0 2052 8192 1049088 268435456 4096 0 0 4096 2048 0 524288 0 0 0 16384 0 0 524288 8192 268566530 1 33562624 2099200 0 64 0 8192 0 32 0 64 0 0 0 0 128 1048832 336 4 2147485184 136 2 4
is_linear=0
shrinkage=0.04


Tree=163
num_leaves=31
num_cat=14
split_feature=7 8 7 0 8 7 3 3 15 0 10 11 6 3 9 9 0 5 0 3 1 3 3 0 13 0 1 3 9 17
split_gain=1.27774 0.955458 0.829197 0.797094 0.683979 0.498778 0.490677 0.4837 0.477975 0.561196 0.466517 0.554952 0.600289 0.877769 0.465195 0.290715 0.30009 0.261063 0.248978 0.242577 0.2289 0.228607 0.21083 0.188632 0.184021 0.180187 0.165912 0.155183 0.143677 0.19414
threshold=0 1 2 40.250000000000007 3 4 2020.5000000000002 1984.5000000000002 5 14.500000000000002 6 7 8 2003.5000000000002 9 10 18.500000000000004 2.5000000000000004 42.250000000000007 2011.5000000000002 5.5000000000000009 2013.5000000000002 1989.5000000000002 38.20000000000001 11 37.250000000000007 6.5000000000000009 2010.5000000000002 12 13
decision_type=9 9 9 10 9 9 10 10 9 8 9 9 9 8 9 9 8 8 10 10 8 8 10 10 9 10 8 8 9 9
left_child=28 14 3 7 -4 -6 8 -3 -7 -10 23 12 19 -14 21 16 -13 -15 20 22 25 -2 -12 -11 -17 -19 -23 -26 29 -1
right_child=1 2 4 -5 5 6 -8 -9 9 10 11 15 13 17 -16 24 -18 18 -20 -21 -22 26 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=2.3931850914106495e-05 0.00031237968946248564 0.0033577470888217693 -0.00059157123626207505 -0.00023182694235824195 -0.001050046293445803 0.00025877649818064333 0.00016245898319387116 7.1599582821574791e-05 -0.0028647048787462455 -0.0010550184665107135 1.8280816153504959e-05 1.5197917079937258e-05 0.0028007318865733415 0.00053945392353749991 0.00060281015605242517 -5.8693954656562449e-05 -0.00046392609988895033 0.00069180254434265736 -0.000317854705687309 0.0002176883001803969 0.00026243453674322173 -3.2688590080058054e-05 -0.00035456557270790529 -0.0022899681339351935 0.00014306452035954423 2.8755016771149033e-05 2.6348930608678049e-05 0.00013257164111583786 -4.7355967208128736e-05 -0.0001791768529432878
leaf_weight=104 34 49 248 26 108 131 41 34 53 27 216 27 26 69 124 314 128 44 26 40 37 134 70 77 25 114 41 227 142 220
leaf_count=104 34 49 248 26 108 131 41 34 53 27 216 27 26 69 124 314 128 44 26 40 37 134 70 77 25 114 41 227 142 220
internal_value=8.65733e-05 0.00044782 0.000134685 0.00336667 -5.43963e-05 0.000220871 0.000394597 0.00557143 0.000288135 7.83792e-05 0.000226157 0.000427947 0.00127412 0.00249541 0.00240698 -0.000333334 -0.00180723 0.0019244 0.00124324 4.74768e-05 0.00173469 0.00110909 -0.00036237 -0.00222609 9.70528e-05 0.0010566 0.000568181 0.000882128 -0.00181132 -0.00124179
internal_weight=2956 2490 2157 109 2048 1800 1692 83 1651 1520 1467 1363 642 316 333 721 155 290 221 326 195 209 286 104 566 158 175 252 466 324
internal_count=2956 2490 2157 109 2048 1800 1692 83 1651 1520 1467 1363 642 316 333 721 155 290 221 326 195 209 286 104 566 158 175 252 466 324
cat_boundaries=0 18 47 63 90 107 108 109 112 113 115 117 118 120 121
cat_threshold=1 144 67108864 524800 32 2048 0 268435456 0 134217728 32 384 0 0 67108864 0 4240 384 16 2 0 0 0 1 0 0 0 32768 0 0 8256 512 0 4096 0 0 4096 0 2147483648 524288 0 0 0 268451840 64 0 524288 268435458 0 536879104 2048 65536 0 0 8192 0 0 0 0 0 0 0 32 268435456 12 4 0 2147549184 0 0 0 1 0 0 0 2048 0 0 0 0 0 0 0 0 0 4194304 8 0 0 4 0 0 0 2097156 0 0 0 0 33554432 0 32768 0 0 0 0 0 1073741824 136839168 17 4 1049088 524288 212 0 26656 0 20500 2 0 26656 41
is_linear=0
shrinkage=0.04


Tree=164
num_leaves=31
num_cat=11
split_feature=8 7 0 8 11 2 12 9 0 0 2 12 9 2 12 12 0 4 0 4 2 2 12 2 2 2 2 0 2 2
split_gain=1.32411 0.937853 0.803188 0.691583 0.598575 0.637259 0.683147 0.590015 0.576834 1.34277 0.549039 0.685784 0.493043 1.07463 0.789735 0.484234 0.597214 0.467408 0.463639 0.445847 0.711777 0.438218 0.418204 0.404015 0.37754 0.358367 0.332864 0.323321 0.429487 0.562986
threshold=0 1 8.5000000000000018 2 3 31.500000000000004 4 5 35.850000000000009 27.750000000000004 131.00000000000003 6 7 4.5000000000000009 8 9 33.175000000000004 180.50000000000003 18.500000000000004 1642125000.0000002 80.500000000000014 13.500000000000002 10 23.500000000000004 39.500000000000007 3.5000000000000004 35.500000000000007 40.250000000000007 60.500000000000007 10.500000000000002
decision_type=9 9 10 9 9 8 9 9 10 10 10 9 9 8 9 9 10 10 10 8 10 10 9 10 10 10 10 10 8 10
left_child=7 -2 -3 15 12 6 -6 -1 9 18 11 -9 14 -14 17 16 23 24 25 -13 21 -21 -7 -4 -5 -8 -23 28 29 -15
right_child=1 2 3 4 5 22 8 10 -10 -11 -12 19 13 27 -16 -17 -18 -19 -20 20 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031752620983554802 -0.00024822972591662904 0.0041166419215004739 -0.00064595752084762508 0.00011112616846959134 -0.00066336024391811356 -0.0009314712873883835 -0.0016475645688643285 -8.0694203117114298e-05 -6.121045244916714e-05 0.0053706516611640009 9.0402753460184455e-05 -4.2485534578757187e-05 0.00046407060231509105 0.0012414711142019416 -0.00017898677819575421 -0.001672024120567108 -0.0010608471309468538 -0.0007414979959120111 -0.00010554159292596956 0.00015393480279258062 -0.0010528195329211922 0.0010934323283273084 -1.5449220844836207e-05 0.0017361409448444945 0.0014046057915428544 0.00043742899874693619 0.00016535554497042575 -0.0005558751019913064 0.0021859405691398949 -3.5526479173708245e-05
leaf_weight=122 244 36 27 208 122 217 28 127 149 25 49 31 28 34 331 179 48 42 31 130 27 66 278 38 71 89 43 45 29 57
leaf_count=122 244 36 27 208 122 217 28 127 149 25 49 31 28 34 331 179 48 42 31 130 27 66 278 38 71 89 43 45 29 57
internal_value=0.000147696 -0.000280525 -3.7692e-06 -0.000107849 0.000191643 -0.000501054 0.000593257 0.00181518 0.00153754 0.00314942 0.00245454 0.00203294 0.000957943 0.00268627 0.000410255 -0.00187459 0.000225806 0.00179518 0.00166443 0.00302597 0.00365543 0.00435 -0.00149194 0.00272727 0.00244286 0.00281356 0.00621818 0.00156626 0.00264463 0.00126087
internal_weight=2951 2356 2112 2076 1784 939 444 595 322 173 473 424 845 193 652 292 113 321 148 297 266 239 495 65 279 117 109 165 120 91
internal_count=2951 2356 2112 2076 1784 939 444 595 322 173 473 424 845 193 652 292 113 321 148 297 266 239 495 65 279 117 109 165 120 91
cat_boundaries=0 30 48 75 78 79 81 83 85 86 88 90
cat_threshold=16 2 0 134217728 3221225472 1 0 0 0 32768 0 2052 2112 1049088 268435456 4096 0 0 0 2048 2147483648 0 4194304 0 0 0 64 0 0 12288 268435457 0 1611661312 516 0 0 0 268435456 33554432 0 0 0 0 0 0 32 4096 256 268435456 12 4 0 0 0 0 0 0 0 0 33554432 8192 0 0 0 0 0 33554432 0 128 0 0 8 0 0 4 4 1049088 524288 1115138 128 12288 16974880 32 0 6324 84936802 65856 32 16778338 32
is_linear=0
shrinkage=0.04


Tree=165
num_leaves=31
num_cat=9
split_feature=8 15 0 2 2 8 2 2 3 3 2 3 12 17 5 6 3 15 2 2 4 8 15 2 2 0 5 3 2 0
split_gain=0.919615 0.840153 0.853011 0.773824 0.650896 0.516778 0.467882 0.446944 0.420462 0.390885 0.340716 0.315859 0.29178 0.375293 0.642625 0.425721 0.71714 0.472378 0.372327 0.380355 0.253606 0.236477 0.310613 0.273711 0.273437 0.230486 0.267539 0.215171 0.213622 0.204217
threshold=0 1 35.850000000000009 27.500000000000004 16.500000000000004 2 50.500000000000007 33.500000000000007 2019.5000000000002 1983.0000000000002 492.00000000000006 1971.5000000000002 3 4 1.0000000180025095e-35 5 2004.5000000000002 6 44.500000000000007 17.500000000000004 1972110000.0000002 7 8 89.500000000000014 11.500000000000002 33.175000000000004 2.5000000000000004 2011.5000000000002 29.500000000000004 16.750000000000004
decision_type=9 9 10 10 10 9 10 10 10 8 10 10 9 9 10 9 8 9 10 10 10 9 9 10 10 10 8 10 8 10
left_child=4 2 -2 -4 11 -3 7 -6 9 -7 -8 -1 13 -11 15 17 -17 29 19 -18 21 23 24 25 27 -14 -27 -23 -19 -15
right_child=1 5 3 -5 6 8 10 -9 -10 12 -12 -13 20 14 -16 16 18 28 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.8169895684379186e-05 0.0069457002293420635 -0.00067809055059889797 -7.9691327754248255e-05 0.0011413278657593177 0.00013952994860833094 0.00070318454508638329 -3.0095799582052288e-05 0.0016241727329865804 6.7745089144109462e-05 -7.7817889174850303e-05 0.00011704383625097703 -0.00049828136520220479 0.0010217003810956394 0.00032579780877124703 0.0001578871767593951 0.0024039687168477338 4.6950823050256038e-05 -0.0021136227163724409 -0.00010806032207246262 0.002279623189758908 -0.0034389954213283891 -4.5057742481596063e-06 -0.00065431306462979447 -0.00049124062346755145 -0.00013903434096898345 0.0015850398322581746 -8.7661805193331823e-05 0.00031708715669546218 -3.4904738195432973e-05 9.0206440889335721e-06
leaf_weight=153 27 103 64 31 64 30 50 29 74 277 27 41 35 39 32 27 110 154 37 40 47 182 229 49 555 32 99 25 203 63
leaf_count=153 27 103 64 31 64 30 50 29 74 277 27 41 35 39 32 27 110 154 37 40 47 182 229 49 555 32 99 25 203 63
internal_value=-0.000188461 -0.0004567 0.00264662 0.00104167 0.001664 -0.000622912 0.00350877 0.00540425 -0.000491916 -0.000591351 0.00117949 0.000123076 -0.000652953 -0.000128903 0.000363128 0.000100889 0.00152889 -0.000587235 0.000702127 0.0015894 -0.0010538 -0.000947805 -0.0012016 0.000265486 -0.000786547 0.00105389 0.000272726 0.000442307 -0.00127174 0.00169911
internal_weight=2928 2564 122 95 364 2442 170 93 2339 2265 77 194 2235 982 705 673 214 459 187 150 1253 1206 991 215 762 166 131 207 357 102
internal_count=2928 2564 122 95 364 2442 170 93 2339 2265 77 194 2235 982 705 673 214 459 187 150 1253 1206 991 215 762 166 131 207 357 102
cat_boundaries=0 30 32 59 60 61 62 63 92 93
cat_threshold=16 4 0 0 0 0 0 0 0 32768 0 2052 8192 1048576 268435456 0 0 0 33558528 2048 2147483648 0 0 0 0 268468224 0 0 0 4096 134742016 262144 1342177280 2048 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 524288 0 0 0 0 4 85000450 14 140 2149580800 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 4096 0 0 0 0 256 0 4194304 0 0 16384 0 0 524288 2216689664
is_linear=0
shrinkage=0.04


Tree=166
num_leaves=31
num_cat=12
split_feature=7 7 8 1 3 12 2 14 3 7 3 2 11 7 17 5 0 2 2 2 8 2 2 0 4 2 2 2 7 12
split_gain=1.57766 0.779163 0.682256 0.566478 0.509284 0.480413 0.65515 0.511604 0.509236 0.44917 0.441349 0.432021 0.39743 0.369207 0.573732 0.635638 0.338761 0.757739 0.384388 0.490412 0.318702 0.510814 0.487082 0.377534 0.31643 0.53475 0.519634 0.295672 0.273548 0.38803
threshold=0 1 2 2.5000000000000004 2001.5000000000002 3 163.00000000000003 4 2019.5000000000002 5 1988.5000000000002 145.50000000000003 6 7 8 5.5000000000000009 35.850000000000009 7.5000000000000009 44.500000000000007 105.50000000000001 9 24.500000000000004 21.500000000000004 29.500000000000004 25235975000.000004 108.50000000000001 36.500000000000007 9.5000000000000018 10 11
decision_type=9 9 9 8 10 9 10 9 10 9 8 10 9 9 9 8 10 8 10 10 9 10 10 10 8 10 10 10 9 9
left_child=28 16 4 -4 24 6 8 9 13 11 -11 -7 -12 -5 27 -16 -2 -18 -19 -20 21 -14 -22 -23 -3 26 -26 -15 29 -1
right_child=1 2 3 5 -6 7 -8 -9 -10 10 12 -13 20 14 15 -17 17 18 19 -21 22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=5.6615112643685706e-05 1.6261153450955511e-06 -5.0962551893411374e-05 0.0018695274123915729 -0.00033902603441063594 -0.0018504923481645541 0.00064383528228028426 -0.00074100751655944942 -0.00028325838928532928 0.00034451501552856557 0.00052400995800604296 -0.00060903511742502235 -0.0001009684661202203 -0.00062413156749692195 -0.0010032764914526301 0.00051394500409140584 0.00023996595696002064 0.00030191424990940938 -7.3210315588748412e-06 0.00022931825308746269 2.8058433801198848e-05 1.1573210998837899e-05 0.0005010318235507096 -0.00029202906100945483 0.0011168267264561238 0.00065513238262467511 0.00015811536028280764 -0.0017611323900402127 2.9121068241307148e-05 -0.00080566200550664783 -0.00018016054734804277
leaf_weight=110 65 40 35 124 47 81 43 218 26 28 130 33 37 33 25 284 33 67 33 38 372 37 303 27 104 31 25 130 115 269
leaf_count=110 65 40 35 124 47 81 43 218 26 28 130 33 37 33 25 284 33 67 33 38 372 37 303 27 104 31 25 130 115 269
internal_value=0.000104619 0.00052195 0.000282373 2.83248e-05 0.00221705 -6.41831e-05 0.000798816 -0.00051997 0.00114286 -0.000143533 -0.000440213 0.002112 -0.00059978 0.000897821 0.0013913 0.0023875 0.00265587 0.00369767 0.00235971 0.00438889 -0.0002338 0.00175 -0.000553937 0.00406154 0.00318408 0.00397515 0.0028 -0.000528737 -0.00193267 -0.00132308
internal_weight=2943 2449 2213 1966 247 1931 665 1266 622 1048 934 114 906 596 472 309 236 171 138 71 776 101 675 64 200 160 129 163 494 379
internal_count=2943 2449 2213 1966 247 1931 665 1266 622 1048 934 114 906 596 472 309 236 171 138 71 776 101 675 64 200 160 129 163 494 379
cat_boundaries=0 18 35 65 66 67 84 86 96 97 118 135 137
cat_threshold=2 0 536879104 524800 524290 0 0 0 33619968 134217728 32768 384 268435456 0 0 32 4096 384 268566528 268435584 0 2097152 0 134225920 0 8192 0 16 0 0 16 268435456 0 0 1073741824 16 0 0 0 0 0 0 0 0 32768 0 0 2112 0 0 4096 0 0 4096 2048 2147483648 0 4194304 0 0 0 64 0 524288 4096 68288770 8321 0 16 1140850688 0 0 0 0 536870912 0 32 0 0 0 0 0 0 16 49152 1024 1 0 1048576 4 0 0 0 537001984 0 32 10 0 4 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 384 2 0 536879104 0 2 0 0 0 33619968 134217728 0 128 0 0 0 0 4096 67872 32
is_linear=0
shrinkage=0.04


Tree=167
num_leaves=31
num_cat=12
split_feature=8 7 8 9 2 12 0 2 12 0 9 4 0 4 4 18 4 4 6 1 2 2 2 1 15 12 12 2 1 2
split_gain=1.27438 1.05348 0.741466 0.724468 0.749017 0.518293 0.630496 0.597058 0.429361 0.7471 0.399408 0.498394 0.43598 0.397311 0.397122 0.390824 0.344785 0.326772 0.346528 0.395588 0.281954 0.277158 0.350208 0.271547 0.246399 0.39017 0.242015 0.222584 0.501306 0.412805
threshold=0 1 2 3 131.00000000000003 4 40.250000000000007 6.5000000000000009 5 31.500000000000004 6 5368.5000000000009 24.500000000000004 33.000000000000007 15385520000.000002 7 1050.0000000000002 25040530000.000004 8 5.5000000000000009 17.500000000000004 10.500000000000002 47.500000000000007 4.5000000000000009 9 10 11 29.500000000000004 5.5000000000000009 12.500000000000002
decision_type=9 9 9 9 10 9 8 10 9 10 9 8 10 10 8 9 10 8 9 8 10 10 10 10 9 9 9 8 8 10
left_child=3 8 -3 20 14 17 10 -8 9 -2 11 -7 21 27 -5 -16 -15 -4 19 -19 -1 -12 23 -23 26 -26 -20 29 -29 -14
right_child=1 2 5 4 -6 6 7 -9 -10 -11 12 -13 13 16 15 -17 -18 18 24 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00086613750071497079 0.0020846254540533775 -0.0010545262588353571 -0.0005185024833053081 0.00027977816861336199 4.745400432362674e-05 0.00012030338219100891 5.1028727797254239e-05 -0.0028860949479510485 -0.0003806819788196266 -0.0027420394566065919 -0.0019839925319854674 -9.548198108355961e-05 0.00019669605410731997 -0.0010204923862032157 -7.7591432988323794e-05 0.00013654199897797126 0.00012411028869693968 1.0986025358951366e-05 0.00018748706401494557 0.0013872939563075795 0.00018763439603663217 0.0012951902531289944 -4.2366041583379495e-05 0.00022732899467056117 8.2314634135496363e-06 -0.00099056875202671417 -0.00012424430772774696 0.0011581318176538062 2.8726699124615539e-05 -1.3680125161768439e-05
leaf_weight=61 36 115 98 71 30 27 47 96 341 70 62 223 127 39 50 134 37 148 135 35 43 28 90 90 113 164 185 115 39 98
leaf_count=61 36 115 98 71 30 27 47 96 341 70 62 223 127 39 50 134 37 148 135 35 43 28 90 90 113 164 185 115 39 98
internal_value=-9.091e-05 -0.000417284 -3.95862e-05 0.00201 0.00304054 0.000147483 0.000715677 -0.00175 -0.00215721 0.000136751 0.00108606 -0.000306514 0.00154891 0.00232456 0.00242187 0.00142703 -0.000311689 -0.000575929 -0.000307299 0.00117526 -0.000834783 0.000295202 0.000995214 0.00242017 -0.000769738 -0.001625 -9.21981e-10 0.00285263 0.00402581 0.0020354
internal_weight=2947 2558 2111 389 285 1996 1118 143 447 106 975 250 725 455 255 184 76 878 780 183 104 270 208 118 597 277 320 379 154 225
internal_count=2947 2558 2111 389 285 1996 1118 143 447 106 975 250 725 455 255 184 76 878 780 183 104 270 208 118 597 277 320 379 154 225
cat_boundaries=0 27 45 72 74 76 77 79 80 81 82 84 85
cat_threshold=0 0 0 134217728 2147491840 0 0 0 0 32768 0 2052 0 1049088 0 0 0 0 4096 10240 0 0 0 0 0 32768 64 2 0 1610612736 526336 0 134217728 0 805306368 33619968 0 32 128 268435456 0 0 0 4096 384 268435472 0 4 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 16384 4 0 20480 16821280 32 1081632 1 4148 4 194 67108864 16777216 32 10272
is_linear=0
shrinkage=0.04


Tree=168
num_leaves=31
num_cat=10
split_feature=8 11 12 8 4 12 4 0 3 6 12 1 0 12 3 1 4 0 3 0 3 11 4 12 3 4 3 3 1 0
split_gain=1.07251 0.64572 1.04351 0.712304 1.26055 0.806734 0.793614 0.589914 0.563613 0.521883 0.509429 0.828087 0.704039 0.455856 0.421196 0.328964 0.32264 0.389924 0.305165 0.425434 0.206835 0.192634 0.254894 0.223204 0.38168 0.180061 0.16624 0.158214 0.183588 0.299402
threshold=0 1 2 3 5039060000.000001 4 1104.0000000000002 39.07500000000001 2003.5000000000002 5 6 5.5000000000000009 40.250000000000007 7 2013.5000000000002 4.5000000000000009 133.00000000000003 18.500000000000004 2012.5000000000002 40.675000000000004 2003.5000000000002 8 180.50000000000003 9 1996.5000000000002 1732015000.0000002 2009.5000000000002 2018.5000000000002 4.5000000000000009 30.500000000000004
decision_type=9 9 9 9 10 9 8 10 8 9 9 10 10 9 10 10 10 10 10 10 10 9 10 9 10 8 8 8 10 10
left_child=-1 2 16 6 5 7 -3 -5 -4 18 11 -8 27 14 20 -15 17 -2 19 25 -11 22 23 26 -25 -7 -9 -12 -29 -30
right_child=1 3 8 4 -6 9 10 21 -10 13 12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0009725532306720428 0.0001674719615057848 -0.0034783540918794618 0.00012909612277930992 -0.00106033535364821 0.00010689305523417159 0.0014832510165166252 0.00033076333733552662 -0.00062939625853548236 -0.00081198933692701845 -4.9385495091996163e-05 0.00035157640564559598 0.00053162917998460691 -0.0012652577627582167 -0.00022560552884904266 8.0447464390854788e-05 0.00013211330439606386 -0.0028957110276275396 0.00014146962858474103 0.001420296488680429 -0.00055747927991500865 -0.0016619160149063663 -0.00054306073210945178 -0.00046503426273848892 9.9172033613928974e-05 -0.00076594234905351095 0.00036139905805296721 0.00019230549035742801 -3.3825821648093688e-05 0.00069159482932847375 5.9878319552408763e-05
leaf_weight=217 138 31 31 150 33 29 110 28 574 283 25 29 45 34 38 142 28 95 31 29 37 135 37 92 39 171 134 27 77 69
leaf_count=217 138 31 31 150 33 29 110 28 574 283 25 29 45 34 38 142 28 95 31 29 37 135 37 92 39 171 134 27 77 69
internal_value=5.71613e-05 0.000276719 -0.000620297 0.000696676 0.000269786 8.79423e-05 0.00214151 -0.000990416 -0.00152597 0.000924223 0.00269452 0.00456 0.00137008 0.000190825 -0.000628727 0.00179679 0.00145588 0.002 0.00236162 0.00193043 -0.0011215 -0.00030043 0.000234603 0.000639455 -0.00059155 0.00258706 0.00157225 0.00245226 0.002 0.00255782
internal_weight=2938 2721 866 1855 1442 1409 413 615 605 794 382 139 243 534 358 176 261 233 260 229 320 465 330 293 131 200 162 198 173 146
internal_count=2938 2721 866 1855 1442 1409 413 615 605 794 382 139 243 534 358 176 261 233 260 229 320 465 330 293 131 200 162 198 173 146
cat_boundaries=0 29 32 34 64 66 67 69 70 71 72
cat_threshold=1342177280 8 4 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 0 4 0 524416 2147483683 74752 524288 16793664 32 16 4 0 134217728 65536 0 0 0 0 32768 0 131072 0 512 268435456 0 0 0 4096 8192 128 0 16777216 0 0 32768 0 0 0 4096 16862304 32 82 2114 32 33026 4 68640
is_linear=0
shrinkage=0.04


Tree=169
num_leaves=31
num_cat=11
split_feature=7 7 2 2 12 3 15 2 6 2 9 0 12 3 2 12 0 12 2 7 2 2 2 2 2 11 2 3 2 2
split_gain=1.77993 1.1036 1.08528 0.741411 0.61737 0.519822 0.508644 0.632659 0.677143 0.965306 0.491115 0.696489 0.582975 0.538905 0.522548 0.424609 0.709002 0.388202 0.63825 0.306426 0.479568 0.323235 0.303834 0.451019 0.30026 0.277157 0.304483 0.26742 0.266856 0.24361
threshold=0 1 11.500000000000002 35.500000000000007 2 1988.5000000000002 3 100.50000000000001 4 16.500000000000004 5 29.500000000000004 6 2003.5000000000002 4.5000000000000009 7 46.250000000000007 8 33.500000000000007 9 44.500000000000007 24.500000000000004 4.5000000000000009 11.500000000000002 3.5000000000000004 10 61.500000000000007 2008.5000000000002 16.500000000000004 24.500000000000004
decision_type=9 9 8 10 9 8 9 8 9 10 9 10 9 10 10 9 10 9 10 9 10 10 8 10 8 9 10 8 10 10
left_child=2 17 -1 -4 22 -6 7 8 9 -7 12 -12 13 14 -8 -13 27 18 -2 20 21 -14 -3 -24 -21 26 -25 -17 -16 -29
right_child=1 4 3 -5 5 6 10 -9 -10 -11 11 15 19 -15 28 16 -18 -19 -20 24 -22 -23 23 25 -26 -27 -28 29 -30 -31
leaf_value=0.00020658707524845389 -0.00085723527035479229 -0.0008346464579845113 -1.2010561227028435e-05 0.00010363249372241689 0.001748665075387435 0.00030645973106476442 -0.0029335976047315127 -0.00016859110086725124 2.4224515833363962e-05 0.0021784952680657535 -0.0024919618471786159 -5.0210885341883283e-05 0.00012113808780510516 -0.0013745300576253926 0.001303521349228365 -0.00015479175176106121 -0.0028561991050140702 -0.00047744230146243288 0.001381993442206485 5.6835247638901383e-05 -0.0009292631319440496 0.0015522862720046887 0.0001667999155917711 -0.00059896701038260585 -0.00028225016968360907 -0.00047030999140900174 4.6585214672069633e-05 0.0011843105710027451 0.00012681554633634494 0.00010303178155444109
leaf_weight=36 67 49 89 81 27 56 50 53 136 44 37 122 41 40 50 33 36 451 35 49 33 26 88 69 496 176 31 199 138 91
leaf_count=36 67 49 89 81 27 56 50 53 136 44 37 122 41 40 50 33 36 451 35 49 33 26 88 69 496 176 31 199 138 91
internal_value=0.000274402 -4.39012e-06 0.00376037 0.0025731 0.000403484 0.000730768 0.000647024 0.00214667 0.00310548 0.0054054 0.000327823 0.00130057 -0.000226982 0.00127336 0.00204184 0.00173444 0.00238919 -0.00158156 0.000637167 -0.000884147 0.00108108 0.00311765 -0.000971699 -0.000591782 -0.00125899 -0.00138628 0.00036036 0.00304938 0.00300529 0.00343643
internal_weight=2929 2723 206 170 2170 1757 1730 289 236 100 1441 518 923 278 238 481 359 553 102 645 100 67 413 364 545 276 100 323 188 290
internal_count=2929 2723 206 170 2170 1757 1730 289 236 100 1441 518 923 278 238 481 359 553 102 645 100 67 413 364 545 276 100 323 188 290
cat_boundaries=0 17 35 37 38 39 41 42 44 45 57 58
cat_threshold=268582912 0 0 8192 0 64 0 8192 0 16 8192 64 16 0 0 0 4224 0 16 538189824 524804 524288 2 0 268435456 33619968 134217760 32768 256 128 0 0 32 16 768 16916512 2 2290614272 390 129 18480 68159808 3136 32 34848 0 0 0 0 0 0 0 131072 0 0 0 128 16388
is_linear=0
shrinkage=0.04


Tree=170
num_leaves=31
num_cat=11
split_feature=8 11 1 12 10 8 2 9 2 12 2 2 2 2 2 2 2 0 1 2 12 0 2 12 6 4 9 2 2 2
split_gain=1.48409 0.781013 0.56092 0.531031 0.525574 0.49252 0.520637 0.476519 0.454038 0.433883 0.743948 0.371591 0.32462 0.470496 0.361381 0.480684 0.321257 0.252089 0.500319 0.705138 0.321682 0.569394 0.35061 0.321652 0.41328 0.55197 0.600758 0.378161 0.324609 0.282614
threshold=0 1 5.5000000000000009 2 3 4 3.5000000000000004 5 13.500000000000002 6 131.00000000000003 414.00000000000006 99.000000000000014 49.500000000000007 14.500000000000002 18.500000000000004 4.5000000000000009 30.500000000000004 5.5000000000000009 7.5000000000000009 7 16.750000000000004 68.500000000000014 8 9 1104.0000000000002 10 71.500000000000014 8.5000000000000018 18.500000000000004
decision_type=9 9 10 9 9 9 10 9 10 9 8 10 10 10 10 10 8 10 10 10 9 10 8 9 9 8 9 10 8 8
left_child=2 11 12 -3 -5 6 -6 8 -7 10 -9 -2 13 14 16 -16 -1 20 23 -20 21 22 -11 24 28 -26 27 29 -19 -27
right_child=1 3 -4 4 5 7 -8 9 -10 17 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00016057864455705024 -0.00026804598366362593 -0.00035673549891392326 -9.6646317337483747e-05 -0.00027036108086690898 0.00066240300712746322 5.1763343996979589e-05 -0.00072535301577215797 0.00024840832481338163 -0.0010874523485272431 0.00044685296905810982 0.0047553573602044999 4.5516963488345845e-05 0.00022700365469688173 -0.00055568531219223928 0.0010251239615695898 0.0001858147533082133 0.00013707577696763678 4.8647976111871138e-05 -1.0553499143047451e-05 0.001330205094290377 -0.00039473657972694518 -9.1341665970149746e-05 -0.00018687108214464842 -0.00010751556743666119 0.00097439488967400705 0.00038132401921652279 -3.4402769369929189e-05 -0.00089256658274977001 -0.00010326321311733485 0.0018756354627774057
leaf_weight=32 228 142 48 121 29 105 321 208 120 77 32 25 37 43 25 64 147 36 43 61 184 60 27 277 27 67 103 28 93 84
leaf_count=32 228 142 48 121 29 105 321 208 120 77 32 25 37 43 25 64 147 36 43 61 184 60 27 277 27 67 103 28 93 84
internal_value=0.000256994 -0.000108411 0.00249631 0.000132978 0.000297066 0.000457601 -0.000886428 0.000749847 -0.000932204 0.00102398 0.0025498 -0.00216667 0.00311748 0.00267949 0.00330111 0.00537778 0.00224444 0.000689303 0.00107805 0.00365714 -0.000206305 0.00105143 0.00289524 0.000698323 0.00135412 0.0021375 0.00166784 0.00296842 -0.000542858 0.00392105
internal_weight=2894 2498 396 2245 2103 1982 350 1632 225 1407 240 253 348 311 268 89 179 1167 819 104 348 164 104 715 438 309 282 179 129 151
internal_count=2894 2498 396 2245 2103 1982 350 1632 225 1407 240 253 348 311 268 89 179 1167 819 104 348 164 104 715 438 309 282 179 129 151
cat_boundaries=0 30 33 34 35 64 66 67 69 71 72 74
cat_threshold=16 2054 0 0 2147549184 1 0 0 0 32768 0 133120 0 1536 268435456 0 0 0 0 0 2147483648 0 0 0 0 1073741824 0 0 0 4096 49152 2148139008 1 8192 1 268435456 8 0 0 0 0 262144 2147483648 1 0 0 0 0 1048576 0 0 0 0 4096 0 128 0 0 8 0 0 0 0 524288 1073742081 20 17973248 3104 32 67174658 34 260 0 10368
is_linear=0
shrinkage=0.04


Tree=171
num_leaves=31
num_cat=12
split_feature=7 7 9 4 0 8 0 4 0 0 4 11 3 0 0 4 8 6 9 9 0 5 3 15 4 9 3 11 0 0
split_gain=1.92416 0.969477 0.663737 0.976065 0.792033 0.524418 0.627975 0.511139 0.462543 0.419801 0.580187 0.371328 0.380096 0.327866 0.290815 0.290397 0.283138 0.292181 0.429424 0.343872 0.277384 0.268982 0.263443 0.244778 0.335798 0.298154 0.307961 0.258491 0.258072 0.247987
threshold=0 1 2 86.000000000000014 45.425000000000004 3 42.250000000000007 10665290000.000002 45.425000000000004 42.960000000000008 12093950000.000002 4 2010.5000000000002 40.250000000000007 39.07500000000001 345.00000000000006 5 6 7 8 16.750000000000004 3.5000000000000004 2010.5000000000002 9 7049.5000000000009 10 2018.5000000000002 11 29.500000000000004 32.500000000000007
decision_type=9 9 9 10 10 9 10 8 8 10 8 9 8 10 10 10 9 9 9 9 10 8 10 9 10 9 8 9 10 10
left_child=2 -2 7 4 14 6 15 -1 9 11 -11 12 -7 -5 20 21 -13 18 -18 -19 -4 -3 -23 25 -25 26 -21 28 -28 -29
right_child=1 5 3 13 -6 8 -8 -9 -10 10 -12 16 -14 -15 -16 -17 17 19 -20 23 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0027784605036728972 -0.00070341030500105058 0.0019973724492323864 0.00030962986592424915 0.0014016937445226214 -0.0015122136510138003 9.0371823014045769e-05 -0.00090409930660099753 4.8185409406013303e-05 -0.00044697223979135839 -0.00011328256542521342 0.00013057271936320729 -0.00066697061433084793 5.3850555818011899e-06 0.00049098310117781793 0.00013774287215281511 -7.190739654676377e-05 -6.6522267655696636e-05 -0.00047968544615531006 0.00013192759008431371 -0.00088180569066439345 -3.0926776908477779e-05 0.00021368014581074366 0.00031291312800431445 -0.00015831668048516584 0.00031307788719813254 9.3749798553250001e-05 -0.00061888386703686188 0.00046921058712349263 0.00013599862194501409 3.4040099050854002e-06
leaf_weight=39 259 38 40 25 28 40 49 86 108 36 65 226 118 34 150 35 171 108 117 83 56 89 28 274 48 112 251 88 29 120
leaf_count=39 259 38 40 25 28 40 49 86 108 36 65 226 118 34 150 35 171 108 117 83 56 89 28 274 48 112 251 88 29 120
internal_value=5.4218e-05 -0.000386737 0.00240512 0.00333721 0.00241454 -0.0001123 0.001616 -0.00014706 -0.000327183 -0.000182301 0.00231372 -0.000324749 0.00146745 0.00806667 0.0031417 0.00272251 -0.000505495 -0.00028612 0.000829431 -0.000580072 0.00140206 0.00346154 0.00247458 -0.000334647 -0.00122523 9.79818e-05 -0.000281788 9.81586e-05 -0.000687286 0.00113242
internal_weight=2950 2492 458 333 274 2233 239 125 1994 1886 101 1785 158 59 246 190 1627 1401 288 1113 96 155 117 1005 322 683 571 488 280 208
internal_count=2950 2492 458 333 274 2233 239 125 1994 1886 101 1785 158 59 246 190 1627 1401 288 1113 96 155 117 1005 322 683 571 488 280 208
cat_boundaries=0 17 35 37 66 68 89 90 92 94 95 97 98
cat_threshold=147456 1 605028352 8192 32 134217792 0 536879104 33554432 48 32800 0 0 268435456 0 32 4096 0 0 0 2097668 0 8192 0 272629760 0 134225920 0 384 268435584 0 0 0 0 256 0 28688 16 0 0 0 0 1 262144 0 0 0 0 0 64 0 0 4096 0 0 33558528 2048 0 0 0 0 0 268435456 0 0 524288 16384 1024 268435456 8 0 0 2147483648 0 0 2147483648 1 0 0 4 8192 0 0 0 0 0 0 0 256 82 0 2208 1 20 2214592512 0 2048 32800
is_linear=0
shrinkage=0.04


Tree=172
num_leaves=31
num_cat=11
split_feature=7 8 12 0 2 2 9 8 7 12 2 1 1 0 2 2 2 2 2 1 2 2 9 11 2 12 2 2 2 6
split_gain=1.5512 0.73403 0.748408 0.929001 0.595633 0.77216 0.618474 0.51328 0.573311 0.53034 0.487456 0.47738 0.414508 0.378391 0.388259 0.345893 0.686766 0.294586 0.533403 0.293699 0.246803 0.243907 0.2375 0.481797 0.373616 0.295152 0.265345 0.222175 0.378704 0.21214
threshold=0 1 2 15.500000000000002 9.5000000000000018 80.500000000000014 3 4 5 6 455.00000000000006 3.5000000000000004 5.5000000000000009 40.250000000000007 5.5000000000000009 24.500000000000004 69.500000000000014 11.500000000000002 37.500000000000007 5.5000000000000009 89.500000000000014 20.500000000000004 7 8 78.500000000000014 9 80.500000000000014 8.5000000000000018 3.5000000000000004 10
decision_type=9 9 9 8 8 10 9 9 9 9 10 10 8 8 8 10 10 8 8 8 10 10 9 9 10 9 10 8 10 9
left_child=7 17 13 -4 19 6 -6 15 9 11 -7 -9 21 22 -15 -1 -17 -2 -19 -5 27 -8 -3 24 29 26 -25 28 -11 -24
right_child=1 2 3 4 5 10 12 8 -10 20 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00061489322052257279 0.00029685889869850992 -3.984251219499413e-05 0.0002305731395269516 -0.0015299520404607253 2.7563714960254639e-05 -0.0029298884930365685 0.00058271646983572734 0.0028392682869758119 -0.00081003449716664688 -0.003682139939703748 3.5578777983504127e-05 0.00023681986142440624 0.00010993266950743132 6.4907719792138579e-05 -0.00052779365683116089 0.00060513175734691171 -5.7538677802743894e-05 -0.0001124751251431191 0.00023865802089531718 0.00029316341512878566 0.00017925752560933803 0.0023050210948110457 8.9963626392609595e-05 9.1766829223527166e-05 0.0036472443854410827 -0.00084472430416530572 -0.002695192768792674 -0.00062339172242154169 0.00021694852431690956 -2.9036603494034247e-06
leaf_weight=137 33 290 43 113 200 66 63 27 371 32 29 87 33 25 131 64 59 49 63 42 35 49 119 74 33 109 29 354 32 134
leaf_count=137 33 290 43 113 200 66 63 27 371 32 29 87 33 25 131 64 59 49 63 42 35 49 119 74 33 109 29 354 32 134
internal_value=-0.000184553 0.000582278 0.000321405 0.00136826 0.000973153 0.00172336 0.00260116 -0.00128371 -0.00171971 -0.000878894 -0.00145833 0.001472 0.00448718 -0.000393718 -0.00219108 0.000295202 0.00183871 0.00320513 0.00240708 -0.00115385 -0.00149138 0.0059469 -4.05586e-05 0.000487229 0.00153535 -0.000932736 0.00059649 -0.00179475 0.00036923 0.00105512
internal_weight=2925 1727 1582 638 595 440 345 1198 938 567 95 114 145 944 156 260 123 145 112 155 453 112 788 498 286 212 103 418 64 253
internal_count=2925 1727 1582 638 595 440 345 1198 938 567 95 114 145 944 156 260 123 145 112 155 453 112 788 498 286 212 103 418 64 253
cat_boundaries=0 18 38 39 41 67 80 81 83 86 87 88
cat_threshold=1 268435456 1610883072 2624004 524322 134217728 131072 805437440 33619968 134217728 0 256 144 0 0 0 1073741968 256 16 0 0 0 0 1 0 0 0 0 0 0 0 1049088 268435456 0 0 0 0 10240 16868450 0 26624 0 8 0 0 0 0 0 0 0 0 0 0 10240 512 0 0 0 0 0 0 256 0 4194304 0 0 16384 0 268435456 8192 2623488 0 0 131072 537001984 0 134217728 0 0 16 1065024 0 20656 4 1024 524288 16786496 388
is_linear=0
shrinkage=0.04


Tree=173
num_leaves=31
num_cat=8
split_feature=7 8 12 7 0 4 0 1 0 2 0 1 5 8 2 12 1 12 0 4 0 2 5 7 0 1 0 0 0 2
split_gain=1.76638 1.5835 0.923544 0.922236 1.31187 0.822907 0.773063 0.416662 0.798501 0.51469 0.409435 0.510459 0.483171 0.390665 0.328772 0.388711 0.555238 0.298369 0.297526 0.259194 0.662414 0.24024 0.238066 0.275231 0.266743 0.237604 0.291243 0.232731 0.216179 0.215015
threshold=0 1 2 3 14.500000000000002 141.00000000000003 45.425000000000004 5.5000000000000009 38.57500000000001 3.5000000000000004 28.500000000000004 5.5000000000000009 1.0000000180025095e-35 4 33.500000000000007 5 4.5000000000000009 6 39.07500000000001 16098220000.000002 42.250000000000007 11.500000000000002 1.5000000000000002 7 35.600000000000009 4.5000000000000009 35.600000000000009 38.57500000000001 38.57500000000001 73.500000000000014
decision_type=9 9 9 9 8 8 8 10 10 10 10 10 10 9 10 9 10 9 10 8 10 10 10 9 10 10 10 10 10 8
left_child=17 10 5 -4 -5 -3 7 9 -9 25 -2 12 19 18 15 -11 -17 -1 -7 21 29 -12 23 24 -15 26 -6 -16 -18 -21
right_child=1 2 3 4 6 13 -8 8 -10 14 11 -13 -14 22 27 16 28 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010933380999589386 0.0019300238443476869 0.0014023828438587116 -0.00012474665707048777 0.0012736631141528748 0.00036782378296004454 0.00014422340290438484 -0.0011068682246766018 -0.0011129319407584197 0.0024351441799889376 -0.00046043517666970624 0.00051158407736410767 -9.6401204891838604e-05 -0.00025463636876602361 -0.0005691927090857974 -4.5177831203652829e-06 -0.002149303433148236 0.0046416567751904692 -7.6101579289507485e-05 -1.962357868484756e-05 0.00045850388076983724 -4.0309161386471579e-05 7.8582567449980519e-05 3.0756851312803531e-05 -0.00027067648430523271 0.00020081912541779909 0.00062871048136596845 -6.2127668982889494e-05 0.00016593452351773837 3.4487249518826909e-05 0.0010719235927066518
leaf_weight=225 32 28 351 28 31 33 68 28 53 140 32 48 49 92 65 27 35 129 82 116 53 28 74 733 40 54 42 91 97 45
leaf_count=225 32 28 351 28 31 33 68 28 53 140 32 48 49 92 65 27 35 129 82 116 53 28 74 733 40 54 42 91 97 45
internal_value=4.20329e-05 0.000406753 -2.17894e-05 0.000785012 0.00156364 -0.00084904 0.00125137 0.00166867 0.00434146 0.00128988 0.00267633 0.00235484 0.00292592 -0.00103886 0.000657894 -0.000120001 0.0012 -0.00256438 0.00111111 0.00357818 0.00290232 0.00590164 -0.00130105 -0.00150116 0.000223775 0.00353125 0.002 0.00214013 0.00234586 0.00417284
internal_weight=2949 2595 2192 1110 759 1082 731 663 81 582 403 371 323 1054 455 299 159 354 115 274 214 60 939 865 132 127 73 156 132 161
internal_count=2949 2595 2192 1110 759 1082 731 663 81 582 403 371 323 1054 455 299 159 354 115 274 214 60 939 865 132 127 73 156 132 161
cat_boundaries=0 18 47 48 65 86 87 89 106
cat_threshold=131072 0 1610883072 516 524290 0 0 268435456 0 9216 32 256 268435584 0 0 32 0 256 1073741840 2054 0 0 0 1 0 0 0 32768 0 133120 64 1536 268435456 0 0 0 4096 10240 0 0 0 0 0 1342177280 0 0 524288 16804930 0 0 0 0 0 134217728 131072 131072 2048 32 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 384 98304 42082 32 2 0 0 2048 0 0 0 131072 0 0 0 0 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=174
num_leaves=31
num_cat=8
split_feature=8 7 2 3 10 8 17 3 9 1 2 2 0 2 2 2 2 0 9 8 2 3 0 2 2 3 3 2 5 2
split_gain=1.10945 1.11775 0.694242 0.901819 0.598791 0.608873 0.490407 0.521761 0.505134 0.508529 0.401905 0.448713 0.397748 0.352615 0.258574 0.317542 0.240622 0.237034 0.426727 0.629019 0.670369 0.449972 0.415969 0.353281 0.236737 0.22686 0.214856 0.195646 0.173015 0.168823
threshold=0 1 478.50000000000006 2005.5000000000002 2 3 4 2001.5000000000002 5 5.5000000000000009 69.500000000000014 9.5000000000000018 8.5000000000000018 414.00000000000006 321.00000000000006 69.500000000000014 8.5000000000000018 21.500000000000004 6 7 19.500000000000004 2009.5000000000002 42.710000000000008 89.500000000000014 14.500000000000002 2019.5000000000002 1997.5000000000002 6.5000000000000009 2.5000000000000004 33.500000000000007
decision_type=9 9 8 10 9 9 9 8 9 8 10 10 8 8 10 10 10 10 9 9 8 8 10 10 10 10 10 8 8 10
left_child=17 2 3 10 27 13 -7 26 9 16 11 -2 -10 -6 15 25 -9 -1 -19 20 -20 -21 24 29 -23 -14 -8 -3 -18 -22
right_child=1 4 -4 -5 5 6 7 8 12 -11 -12 -13 14 -15 -16 -17 28 18 19 21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092355429604623509 0.0035085011674327632 -6.6623964691379909e-05 -0.00024735650633047267 -0.0022792318053558641 -0.00022531309717620769 -0.00060086256309532251 0.00021704772920744554 -0.00085716527372905593 0.0054137109925501197 0.0010588686142770645 0.00051708206401417122 7.9496975137293463e-05 -2.4999058607242915e-05 9.7757539715702109e-05 0.00013495601175253852 -0.00020671374203658677 0.00016169286779600426 -0.0002642322570797094 -0.0024152509839413003 -0.00069059742306039795 0.00022016591307659554 0.00062557800637937718 0.0001501759633569353 -1.9241632108343693e-05 0.0019735564163579915 5.6918095472872175e-05 0.00022135198393470997 -0.00090758388667314398 -0.00023339568233494374 0.00053736512458350881
leaf_weight=46 40 42 53 32 234 144 55 27 28 44 43 84 1106 25 26 178 49 100 70 26 84 28 25 54 25 49 27 164 25 31
leaf_count=46 40 42 53 32 234 144 55 27 28 44 43 84 1106 25 26 178 49 100 70 26 84 28 25 54 25 49 27 164 25 31
internal_value=0.00012951 -0.000217217 0.00225095 0.00342 -0.000506715 -0.000289942 -1.80903e-05 0.000187076 2.08732e-05 0.00217949 0.00459524 0.003392 -0.000220316 -0.00205926 -0.000320589 -0.000398802 0.000745097 0.001848 0.00159459 0.00222599 0.000975999 0.00473043 0.00668354 0.00237647 0.00866667 -0.00015571 0.00327711 -0.00250691 0.00192 0.00362069
internal_weight=2964 2475 252 199 2223 2017 1758 1614 1532 145 167 124 1387 259 1359 1333 101 489 443 343 239 104 78 169 53 1155 82 206 74 115
internal_count=2964 2475 252 199 2223 2017 1758 1614 1532 145 167 124 1387 259 1359 1333 101 489 443 343 239 104 78 169 53 1155 82 206 74 115
cat_boundaries=0 26 43 44 70 71 73 75 98
cat_threshold=16 2056 0 0 3221225472 1 0 0 0 32768 0 0 8256 1048576 0 4096 0 0 4096 0 256 0 4194304 0 0 1073741824 268435456 17 1140850688 2099200 0 64 0 8192 0 0 8192 0 16 0 0 0 4096 17 1342177280 4 4 0 65536 0 0 0 0 0 0 2052 0 0 0 0 0 0 33554432 0 0 0 0 8 0 49152 6 256 12288 128 20512 0 2056 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 256 0 4194304
is_linear=0
shrinkage=0.04


Tree=175
num_leaves=31
num_cat=11
split_feature=8 7 3 7 4 4 2 2 7 2 12 0 0 1 7 2 11 0 12 6 2 12 0 3 6 2 3 0 2 2
split_gain=0.90741 0.653413 0.581881 0.490501 0.475857 0.473241 0.462272 0.544257 0.421768 0.417531 0.513104 0.448339 0.294905 0.30376 0.38106 0.378393 0.386552 0.565729 0.513053 0.451192 0.378 0.334162 0.359587 0.281767 0.509639 0.427032 0.251599 0.251046 0.332301 0.290434
threshold=0 1 2016.5000000000002 2 2350.0000000000005 25235975000.000004 17.500000000000004 46.500000000000007 3 3.5000000000000004 4 16.750000000000004 50.425000000000004 1.0000000180025095e-35 5 85.500000000000014 6 20.500000000000004 7 8 10.500000000000002 9 14.500000000000002 2018.5000000000002 10 39.500000000000007 2010.5000000000002 15.500000000000002 20.500000000000004 20.500000000000004
decision_type=9 9 8 9 10 8 8 8 9 8 9 10 8 10 9 10 9 10 9 9 10 9 10 10 9 10 10 10 10 10
left_child=2 -2 -1 -4 8 -5 -7 -8 -3 10 11 -10 13 -11 20 16 19 -18 -19 26 -15 22 -21 24 -24 27 -16 28 -26 -29
right_child=1 4 3 5 -6 6 7 -9 9 12 -12 -13 -14 14 15 -17 17 18 -20 21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0022124472974400415 0.00017588699443829767 -0.0001183884846912057 -2.161497933728205e-05 5.4815015013987628e-05 -0.00013830231441531283 7.2075198973478756e-05 0.00096789071440740368 0.00014477258671557447 -0.0010901193006358615 -0.00024005013106235767 -0.00015453496583805977 0.00025788139079859927 -0.0030896539837417269 -0.00017110617137948376 -0.0007828474795757883 -0.00069569536587131098 0.0021916850119767673 -0.0020326338199487303 0.00010666378555282532 -0.00035358540015847364 7.7334085938883819e-05 -0.00031930067657822764 -0.00015786243762590309 0.00019236875091543351 0.0010831324905484934 -1.3431027929800824e-05 7.6847385082243153e-06 2.9863667842431654e-05 0.00057678083729616149 0.0013742645846316604
leaf_weight=52 139 204 125 94 122 44 31 116 33 120 117 73 38 39 207 160 48 108 123 42 64 308 190 33 30 76 42 109 28 30
leaf_count=52 139 204 125 94 122 44 31 116 33 120 117 73 38 39 207 160 48 108 123 42 64 308 190 33 30 76 42 109 28 30
internal_value=-0.000101834 -0.000405775 0.00150528 0.00204379 -0.000567305 0.0029054 0.00414583 0.00521622 -0.000435449 -0.000252342 0.001375 0.00321367 -0.000456571 -0.000379978 -0.000236875 -0.000398706 -0.000186183 0.00111724 0.000327585 -0.000524413 0.002 -7.46801e-05 0.000524589 0.000837021 0.000577585 0.00164789 -0.00198462 0.00268687 0.00488135 0.00174286
internal_weight=2945 2483 462 410 2344 285 191 147 2222 2018 223 106 1795 1757 1637 1534 1374 279 231 1095 103 846 538 496 463 273 249 197 58 139
internal_count=2945 2483 462 410 2344 285 191 147 2222 2018 223 106 1795 1757 1637 1534 1374 279 231 1095 103 846 538 496 463 273 249 197 58 139
cat_boundaries=0 26 35 47 64 65 82 83 85 86 87 88
cat_threshold=0 2060 0 0 2147483648 0 0 0 0 32768 0 0 64 1049088 0 4096 0 0 0 0 2147483648 0 4194304 0 0 16384 131074 0 0 0 0 8256 0 8192 2048 0 128 0 0 34 0 0 0 65536 0 0 128 0 268435456 0 2564 0 0 0 0 33554432 32 0 256 0 0 0 32 1073741824 90370 0 128 0 2097152 0 0 0 0 0 8192 32768 0 0 0 0 0 4112 49188 32866 32 6 68257890 384
is_linear=0
shrinkage=0.04


Tree=176
num_leaves=31
num_cat=16
split_feature=7 8 7 12 9 12 4 0 0 12 0 5 0 7 4 8 5 13 12 6 4 4 4 12 15 0 12 6 0 0
split_gain=1.43539 0.938756 0.731344 0.619463 0.479513 0.565691 0.858631 0.521203 0.497957 0.452649 0.585696 0.428827 0.419013 0.621052 0.402135 0.368806 0.39653 0.387275 0.452419 0.367007 0.69812 0.647386 0.359095 0.294634 0.279408 0.18861 0.158962 0.156963 0.156149 0.136903
threshold=0 1 2 3 4 5 3500075000.0000005 48.175000000000004 40.675000000000004 6 33.175000000000004 10.500000000000002 38.20000000000001 7 1050.0000000000002 8 1.5000000000000002 9 10 11 13818465000.000002 2350.0000000000005 1074820000.0000002 12 13 31.500000000000004 14 15 35.250000000000007 43.175000000000004
decision_type=9 9 9 9 9 9 8 10 10 9 10 8 10 9 8 9 8 9 9 9 8 10 10 9 9 8 9 9 10 10
left_child=11 9 27 4 7 6 -6 12 25 10 -2 -1 13 -4 -14 26 -17 23 -19 20 -16 24 29 -18 -21 -8 -5 -3 -7 -13
right_child=1 2 3 15 5 28 8 -9 -10 -11 -12 22 14 -15 19 16 17 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018490126165453021 0.00097689081369439095 -5.2553235280849033e-05 0.00066362220855711212 -6.7360677779400007e-05 0.00014201922088239745 -0.00040049515762722313 0.00074597260992628907 -0.0029376652362351797 0.00064961165241385528 -0.00069167350088361027 -8.1295064762432057e-05 3.5921282848237213e-05 -0.00062471739097013106 -0.0002871051707368556 9.5192061469987865e-05 0.00033716030292274622 2.3299174631157159e-05 0.0001837857016770179 -3.8532333749083325e-05 0.00031571210694195123 -0.00076280331935025083 -0.00070037062505847142 0.002178184278027726 -0.00077197902131472679 0.00091504066062008424 3.5853478302527417e-05 -0.00069877576646425134 -0.00082760815157435059 2.2847368667012662e-05 -0.00049019713291178211
leaf_weight=35 50 125 152 141 45 30 28 41 33 184 76 154 34 184 29 39 110 129 133 176 121 33 30 123 103 163 203 111 103 26
leaf_count=35 50 125 152 141 45 30 28 41 33 184 76 154 34 184 29 39 110 129 133 176 121 33 30 123 103 163 203 111 103 26
internal_value=0.000184719 -8.70858e-05 0.000184999 0.000419592 0.000979781 0.00211138 0.00315714 0.000438913 0.00224 -0.00211838 -0.000175183 0.00304687 0.000662664 -0.000427301 0.0014004 -0.000395951 0.000264219 -4.03235e-05 0.000996336 0.00171058 -8.88516e-10 0.00245201 0.00246445 -0.00119672 0.00315714 0.0014375 -0.00139718 -0.00187854 -8.33342e-05 0.00176795
internal_weight=2944 2699 2389 2153 1275 402 269 873 224 310 126 245 832 336 496 878 534 495 262 462 150 312 210 233 279 191 344 236 133 180
internal_count=2944 2699 2389 2153 1275 402 269 873 224 310 126 245 832 336 496 878 534 495 262 462 150 312 210 233 279 191 344 236 133 180
cat_boundaries=0 14 43 61 63 65 67 68 76 102 103 104 105 107 108 109 110
cat_threshold=268435457 268435456 101720064 2105344 0 64 0 8192 0 16 0 64 0 268435456 1342177280 2048 4 134217728 0 0 0 2147483648 0 0 0 33556480 0 0 0 0 0 0 33554432 10240 128 524288 0 0 0 32768 64 0 128 0 49 0 512 524288 0 0 268435456 0 134225952 0 2097152 0 0 0 32 4096 384 1097826 32 128 14464 16418 32 77120 0 128 0 0 0 0 131072 131072 0 8 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 256 0 20971520 0 0 16384 10 67182848 132 67248384 2 67108864 16844800 204
is_linear=0
shrinkage=0.04


Tree=177
num_leaves=31
num_cat=10
split_feature=7 8 7 3 8 4 11 12 2 2 12 8 7 4 2 2 2 3 0 2 4 2 12 2 2 2 2 0 2 3
split_gain=1.02979 1.4719 0.865092 0.791163 0.546267 0.576691 0.577544 0.535356 0.81018 0.501388 0.433329 0.65921 0.603156 0.534712 0.502762 0.429896 0.404047 0.382796 0.370822 0.517972 0.404789 0.36655 0.359423 0.298525 0.290082 0.417434 0.259496 0.255906 0.255108 0.35613
threshold=0 1 2 1993.5000000000002 3 20282.500000000004 4 5 10.500000000000002 66.500000000000014 6 7 8 4350.0000000000009 3.5000000000000004 16.500000000000004 38.500000000000007 2001.5000000000002 42.250000000000007 34.500000000000007 25235975000.000004 20.500000000000004 9 18.500000000000004 19.500000000000004 50.500000000000007 33.500000000000007 32.500000000000007 33.500000000000007 1995.5000000000002
decision_type=9 9 9 10 9 10 9 9 8 8 9 9 9 10 8 10 10 10 10 8 8 10 9 10 8 10 10 8 10 10
left_child=22 7 3 -3 24 6 9 23 -9 21 17 -12 15 14 -14 -13 -17 -8 19 -10 -20 -6 26 -2 -4 -26 27 -1 -16 -30
right_child=1 2 4 -5 5 -7 10 8 18 -11 11 12 13 -15 28 16 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=9.6335680033504678e-05 -0.00035792078987240876 0.0016491096268555821 -0.00095501691688326055 -0.0001819162953398742 0.00011501652063874675 -9.966589577572904e-05 0.00020203776710712111 0.00029312378424690175 9.236988299359237e-05 0.00029510992692078226 -0.001079085039505685 -0.0013089977472544826 0.00010377268050713531 0.0059718952407448525 -0.00021856355042402048 0.0010408839855258376 0.00060557392128954312 -0.00039228907510320261 0.00039086949478417513 0.00054515654840405316 -0.001035083753101183 -0.0021709560287690426 -0.00081305785352560908 5.5409853253059595e-05 0.00033780998925773167 -0.00015379305371083246 0.00080629982048598505 -3.3872166453373319e-05 0.00010572823158835073 -0.00030125010750800622
leaf_weight=25 54 77 122 25 86 102 340 59 61 88 264 35 79 25 487 37 35 46 25 65 34 35 281 56 52 63 33 55 138 51
leaf_count=25 54 77 122 25 86 102 340 59 61 88 264 35 79 25 487 37 35 46 25 65 34 35 281 56 52 63 33 55 138 51
internal_value=0.000156675 0.000452977 6.00536e-05 0.00346903 -0.000124047 0.000111887 0.000283914 0.00280548 0.00385882 0.0022 7.75099e-06 -0.000382101 0.000146992 -0.000252845 -0.000449736 0.00281356 0.00482192 0.00114861 0.00268817 0.00390551 6.66657e-05 0.00062295 -0.00171852 0.000330578 -0.0018871 -0.000517242 0.000225806 -0.000987655 -0.000803546 0.000442104
internal_weight=2935 2541 2187 102 2085 1848 1746 354 244 209 1537 1151 887 780 755 107 72 386 185 126 59 121 394 110 237 115 113 80 676 189
internal_count=2935 2541 2187 102 2085 1848 1746 354 244 209 1537 1151 887 780 755 107 72 386 185 126 59 121 394 110 237 115 113 80 676 189
cat_boundaries=0 18 48 65 94 97 98 100 124 133 134
cat_threshold=0 0 1074003968 524800 32 2048 0 268435456 33619968 134217760 8192 0 0 0 67108864 32 0 384 16 2 0 134217728 2147483648 1 0 0 1 32768 0 2048 8256 512 268435456 0 0 0 4096 2048 2147483648 0 4194304 0 0 0 0 0 524288 4096 268566528 16 0 8192 0 8256 0 8192 0 0 0 0 0 0 0 0 128 1342177280 4 4 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 33554432 8192 0 0 0 0 0 32768 64 0 128 2147500032 1049600 524288 84083744 68175872 32 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 16777216 8 0 1 0 2052 0 0 0 131072 2048 164960
is_linear=0
shrinkage=0.04


Tree=178
num_leaves=31
num_cat=9
split_feature=7 7 12 12 1 2 2 3 2 0 12 2 0 2 6 2 2 0 0 18 2 17 0 2 3 0 1 11 2 3
split_gain=1.35266 0.651801 1.37177 0.867111 0.588057 1.08426 0.500019 0.823492 0.491763 0.467886 0.460886 0.464941 0.432058 0.403759 0.836096 0.387719 0.381798 0.347566 0.339117 0.297874 0.276331 0.265441 0.363646 0.710968 0.750363 0.713397 0.253293 0.241954 0.240461 0.238494
threshold=0 1 2 3 2.5000000000000004 16.500000000000004 9.5000000000000018 2012.5000000000002 2.5000000000000004 48.175000000000004 4 8.5000000000000018 32.500000000000007 11.500000000000002 5 8.5000000000000018 63.500000000000007 21.500000000000004 47.750000000000007 6 3.5000000000000004 7 18.500000000000004 18.500000000000004 1984.5000000000002 30.500000000000004 3.5000000000000004 8 48.500000000000007 2004.5000000000002
decision_type=9 9 9 9 10 10 10 8 8 10 9 8 10 10 9 10 10 10 10 9 8 9 8 8 10 10 10 9 10 8
left_child=10 2 6 4 5 19 -2 -8 -6 21 -1 -12 -4 14 -5 17 -13 -16 27 -3 -19 -10 26 29 25 -25 -23 28 -15 -24
right_child=1 3 12 13 8 -7 7 -9 9 -11 11 16 -14 18 15 -17 -18 20 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035104870666578922 3.0237580963987088e-05 0.0015727772415808378 3.0614793769354596e-05 -0.00036982607017483086 0.0001468759165976426 0.0050244045068490008 0.00024705102485664433 0.0027633211162283273 -0.0003760837899620575 -0.0022219720478729925 0.00055440303096309751 -0.00016367020049941287 -0.00025230311285962323 -0.00044006307238238592 -0.0034662445912441732 0.0015218374774934448 1.2624075203778056e-05 0.0010509164566819987 0.00059240387834386869 -0.00059070005499146417 0.00011498252225799864 3.3637195838021089e-05 0.00093643195547331412 0.0036946906127599093 -1.6460969363926251e-05 0.00038355720794663081 -0.00074448343176418018 -0.00030350391427323557 1.9915589722130607e-05 -9.3994471479139759e-06
leaf_weight=372 32 40 34 100 76 39 25 46 123 36 57 225 140 159 28 35 112 28 29 27 70 31 25 47 106 139 119 247 76 321
leaf_count=372 32 40 34 100 76 39 25 46 123 36 57 225 140 159 28 35 112 28 29 27 70 31 25 47 106 139 119 247 76 321
internal_value=0.000116807 0.000624942 0.00240278 0.000353556 0.00105614 0.00388785 0.00585965 0.00827778 0.00076953 0.000518986 -0.00131789 -0.000335803 0.000129729 -0.00067433 0.000595419 0.00230232 -0.000911244 0.00138583 -0.00133594 0.000764705 0.00250505 0.000697367 0.000961201 0.00138967 0.00283959 0.00436364 -0.000794703 -0.00159006 -0.000569107 0.000161382
internal_weight=2944 2178 277 1901 1129 106 103 71 1023 947 766 394 174 772 261 161 337 126 511 67 98 911 788 638 292 186 150 482 235 346
internal_count=2944 2178 277 1901 1129 106 103 71 1023 947 766 394 174 772 261 161 337 126 511 67 98 911 788 638 292 186 150 482 235 346
cat_boundaries=0 18 31 32 34 35 36 37 38 41
cat_threshold=131072 128 8192 524800 32 2114 0 268566528 0 134225920 32 2097536 0 268435456 67108864 32 1073746064 256 268435456 268435457 34603008 0 0 0 0 8192 33556480 16 32768 64 144 65634 68207874 32 68257026 464 4 19 4 1024 524288
is_linear=0
shrinkage=0.04


Tree=179
num_leaves=31
num_cat=12
split_feature=8 8 7 5 4 8 7 1 0 4 0 9 11 6 4 8 6 17 1 1 1 6 3 3 0 1 3 4 3 3
split_gain=1.44111 0.792372 0.682796 0.529824 0.611596 0.574899 0.466873 0.342044 0.294149 0.229687 0.546075 0.424922 0.278466 0.33 0.249125 0.324567 0.287527 0.211069 0.868461 0.261541 0.205986 0.202755 0.202476 0.184004 0.210447 0.173777 0.170655 0.15932 0.146837 0.235858
threshold=0 1 2 2.5000000000000004 16098220000.000002 3 4 3.5000000000000004 14.500000000000002 9950.0000000000018 36.400000000000006 5 6 7 8.0000000000000018 8 9 10 5.5000000000000009 5.5000000000000009 5.5000000000000009 11 2005.5000000000002 1996.5000000000002 30.500000000000004 4.5000000000000009 2002.5000000000002 22.000000000000004 2011.5000000000002 1994.5000000000002
decision_type=9 9 9 8 8 9 9 8 10 10 10 9 9 9 10 9 9 9 8 8 8 9 10 10 10 10 10 10 10 10
left_child=3 -2 22 -1 -5 25 -4 -8 -9 11 -11 12 13 -10 15 -15 28 18 -13 -19 -7 -14 23 24 -3 -6 -18 -26 29 -17
right_child=1 2 6 4 5 20 7 8 9 10 -12 17 21 14 -16 16 26 19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0027513567081415384 -0.00032722411288783052 0.00055753146014030953 -0.00026266505515154022 0.00028136510832525128 1.0788372001848111e-05 0.00024368863019612701 2.9839026803633474e-05 -0.0061696127435960733 -0.00039620392958012243 0.00011891502120687878 -0.0014523759136404113 -3.7733798522022837e-05 -3.1710614276362117e-05 -0.00014095739793315535 -0.001096004697556433 1.4054259206901395e-06 0.00071896252594621623 0.00012347220653570061 0.0012854693939724454 -0.00070662715152746346 3.4750949353206593e-05 -0.00015143157073729628 -0.00015064522723654442 0.002294571463405943 2.279690611319593e-05 -6.7398054064770531e-05 0.00053377357477388981 0.0029893980849760573 -0.0014670325139239219 0.00023542030528975579
leaf_weight=33 210 32 285 68 33 115 102 39 132 32 79 114 114 321 40 167 69 159 61 53 35 243 48 25 110 91 39 25 27 30
leaf_count=33 210 32 285 68 33 115 102 39 132 32 79 114 114 321 40 167 69 159 61 53 35 243 48 25 110 91 39 25 27 30
internal_value=-0.000260574 -0.000601481 -0.000383539 0.00202072 0.00254227 0.00168727 -0.000615967 -0.000373363 -0.000509303 -0.000428317 -0.00217857 -0.000303186 -0.000677285 -0.000263159 9.659e-05 0.000287461 0.00114286 0.00083417 0.00182796 -3.58753e-05 0.00322981 -0.00159783 0.00159362 0.00223834 0.00173809 -0.000414816 0.0027563 0.00102941 0.00027234 0.000666666
internal_weight=2931 2556 2346 375 342 274 2106 1821 1719 1680 111 1569 1182 825 693 653 332 387 175 212 150 357 240 192 167 124 108 135 224 197
internal_count=2931 2556 2346 375 342 274 2106 1821 1719 1680 111 1569 1182 825 693 653 332 387 175 212 150 357 240 192 167 124 108 135 224 197
cat_boundaries=0 27 57 70 97 114 116 118 119 142 143 144 145
cat_threshold=0 10 0 134217728 2147491840 1 0 0 0 32768 0 0 8256 1536 0 0 0 0 0 10240 2147483648 0 0 0 0 0 64 1342177280 2048 4 0 65536 0 0 2147483648 1 0 0 2048 0 1048576 0 0 0 0 33554432 0 0 0 0 0 0 0 0 0 524288 8192 131072 1 1056768 2099200 0 64 0 8192 33556480 8192 32768 0 16 0 8 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 0 64 2 128 603979776 524804 0 0 0 268435456 0 134217760 0 0 0 0 0 0 16 1 18608 16420 512 144 0 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 20971520 14 41 130
is_linear=0
shrinkage=0.04


Tree=180
num_leaves=31
num_cat=7
split_feature=7 15 2 9 4 0 4 0 0 1 2 2 7 2 17 4 2 13 1 0 2 0 13 2 2 2 2 1 1 0
split_gain=1.63971 1.05168 0.699403 0.616673 0.52543 0.42775 0.397756 0.350763 0.405704 0.816054 0.548486 0.432369 0.49428 0.38316 0.343886 0.600359 0.332434 0.510648 0.329376 0.289546 0.284754 0.266908 0.26633 0.388964 0.347639 0.276887 0.43334 0.313298 0.203305 0.187381
threshold=0 1 47.500000000000007 2 9300.0000000000018 10.500000000000002 775.00000000000011 48.175000000000004 35.600000000000009 5.5000000000000009 73.500000000000014 3.5000000000000004 3 94.500000000000014 4 425.00000000000006 16.500000000000004 5 4.5000000000000009 18.500000000000004 63.500000000000007 16.750000000000004 6 69.500000000000014 8.5000000000000018 41.500000000000007 4.5000000000000009 3.5000000000000004 5.5000000000000009 40.250000000000007
decision_type=9 9 8 9 10 10 10 10 8 10 10 8 9 10 9 8 10 9 10 10 10 10 9 10 8 10 8 10 10 10
left_child=20 2 5 4 6 -2 7 8 11 10 29 -3 16 -12 -5 -16 -13 28 -14 -19 -1 -20 25 24 -24 26 -17 -28 -18 -10
right_child=1 3 -4 14 -6 -7 -8 -9 9 -11 13 12 18 -15 15 22 17 19 21 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00096928015363922687 0.00086090267484542583 -0.0019943499935189107 -4.8914453218020136e-07 -8.2080092857881418e-05 -0.00076186738447784393 0.00059592687287589828 0.00012369109587474439 -0.003279576582325484 -2.9317043948351242e-05 0.00033805753065998346 0.00039460931230114911 0.00073155724686241373 4.0552656412984336e-06 2.0949080460235475e-05 0.0023992836555899984 0.00050830665806632402 0.00080098411774368104 -0.0014853507655978053 -3.4946051504375906e-05 0.0036270021207342063 -0.00016058921693605632 -0.0015336253865688479 -0.0005504139882787836 -0.0025728338184251675 9.4910206342265524e-05 0.00068980484841003442 0.001393706155840253 -1.5301942440855887e-05 -0.00062690740468779251 -0.00051565769602276794
leaf_weight=262 66 71 68 145 83 41 49 42 655 105 26 48 49 101 28 50 86 142 56 25 103 141 33 33 115 50 35 150 27 77
leaf_count=262 66 71 68 145 83 41 49 42 655 105 26 48 49 101 28 50 86 142 56 25 103 141 33 33 115 50 35 150 27 77
internal_value=-0.000137699 0.000219324 0.00311828 -3.28907e-06 -0.000385731 0.0052963 -0.000235157 -0.000341405 -0.000245964 0.000273574 -0.000134885 -0.00102167 -0.000653914 0.00228125 0.00105231 0.00155247 0.00037758 -0.00014235 -0.00196109 -0.00150562 -0.00260638 -0.00276768 0.0012334 -2.08342e-05 0.000859059 0.00195946 0.00144068 0.000537633 0.00183871 -0.000556618
internal_weight=2962 2597 175 2422 1783 107 1700 1651 1609 964 859 645 574 127 639 494 328 280 246 167 365 197 466 181 148 285 235 185 113 732
internal_count=2962 2597 175 2422 1783 107 1700 1651 1609 964 859 645 574 127 639 494 328 280 246 167 365 197 466 181 148 285 235 185 113 732
cat_boundaries=0 18 19 21 30 31 32 33
cat_threshold=268435456 16 1074003968 2097668 2 0 0 268435456 0 134217728 8224 256 268435584 268435456 0 0 1073741824 256 136839168 640 22544 0 0 0 0 0 0 131072 131072 65536 11 12 10
is_linear=0
shrinkage=0.04


Tree=181
num_leaves=31
num_cat=14
split_feature=8 9 1 7 4 9 12 4 11 3 15 3 12 13 4 3 3 3 9 4 1 3 3 5 16 7 12 3 3 12
split_gain=1.24087 0.973588 0.517955 0.478041 0.58067 0.362663 0.398961 0.392468 0.415581 0.430843 0.33566 0.31915 0.30931 0.4802 0.359544 0.299578 0.293178 0.488265 0.284799 0.273007 0.239881 0.221733 0.20316 0.199986 0.195035 0.174449 0.21805 0.243968 0.173863 0.150459
threshold=0 1 2.5000000000000004 2 9300.0000000000018 3 4 950.00000000000011 5 1999.5000000000002 6 1988.5000000000002 7 8 16098220000.000002 2015.5000000000002 2018.5000000000002 2021.5000000000002 9 520.00000000000011 5.5000000000000009 2009.5000000000002 2009.5000000000002 1.5000000000000002 10 11 12 1.0000000180025095e-35 2016.5000000000002 13
decision_type=9 9 10 9 10 9 9 10 9 8 9 10 9 9 8 8 8 8 9 8 8 10 10 10 1 9 9 10 8 9
left_child=1 12 -3 11 5 21 7 8 9 -7 15 -2 20 14 -14 -10 22 -18 -8 -20 -1 -5 -11 24 -19 -21 27 -27 -28 -17
right_child=3 2 -4 4 -6 6 18 -9 10 16 -12 -13 13 -15 -16 29 17 23 19 25 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=3.2674868543129461e-06 0.0028428214091308834 0.00035663380823279175 0.00016911161656824668 -0.00071412463347877227 -0.0001119557385880654 0.0014154692074306531 -0.00063786513018591581 0.001757050190490687 -0.00090418263674542365 -1.1364070424467222e-05 -0.0011364893845036061 -0.0023131480461260658 0.00022999865204884355 0.0001649133923551879 -0.00088219806474786489 0.00073047888418664904 0.00016006075497726198 3.1731989120449126e-05 -0.0046976309042981897 -0.00015990270153781212 -0.0025279988298736993 -3.171809329421864e-06 -0.0019046504879002286 -0.0012266146091311318 0.00098777176788410691 0.00011798142774916516 0.00080598623468175674 -2.567964576935363e-05 -6.7821732606582942e-05 -2.9311961215135472e-05
leaf_weight=79 72 29 107 96 99 47 149 39 26 56 208 29 36 186 86 138 33 298 37 179 35 26 52 42 57 234 26 64 211 106
leaf_count=79 72 29 107 96 99 47 149 39 26 56 208 29 36 186 86 138 33 298 37 179 35 26 52 42 57 234 26 64 211 106
internal_value=-4.43991e-05 0.00163093 0.00446258 -0.000452249 -0.000578336 -0.000440472 -0.000302038 0.000208445 6.39088e-05 0.000771811 -0.000801637 0.00210714 0.000628175 0.001279 -0.000661655 0.000142348 0.00046011 0.000928073 -0.000922065 -0.000582678 -0.001088 -0.00246617 -0.0013945 0.000532662 0.000842696 -0.000413987 -3.6631e-05 0.000673138 -0.000919356 0.000587754
internal_weight=2882 558 136 2324 2223 2124 2002 1102 1063 585 478 101 422 308 122 270 538 430 900 751 114 122 108 397 355 714 535 298 237 244
internal_count=2882 558 136 2324 2223 2124 2002 1102 1063 585 478 101 422 308 122 270 538 430 900 751 114 122 108 397 355 714 535 298 237 244
cat_boundaries=0 26 28 36 38 39 42 43 44 45 47 48 57 59 60
cat_threshold=16 2 0 0 2147483648 1 0 0 0 32768 0 2052 2112 512 0 4096 0 0 4096 10240 2147483648 0 0 0 0 16384 128 30720 268566528 16 1073750016 2097152 0 0 0 8192 0 144 68206946 16388 1024 524288 69206016 204832 12 0 16388 2 0 0 67108864 4 0 0 131072 0 2048 16842752 32 1065280
is_linear=0
shrinkage=0.04


Tree=182
num_leaves=31
num_cat=7
split_feature=11 3 12 3 1 12 4 1 4 12 2 3 11 3 2 6 2 2 2 13 1 2 4 2 2 2 2 5 2 2
split_gain=0.408862 0.391885 0.502872 0.39588 0.360046 0.383252 0.425312 0.438333 0.670117 0.389344 0.727683 0.390691 0.339697 0.330848 0.338474 0.327327 0.293651 0.291321 0.396616 0.28795 0.36123 0.522739 0.329705 0.299903 0.555296 0.222446 0.275265 0.218471 0.212846 0.500219
threshold=0 2000.5000000000002 1 2019.5000000000002 3.5000000000000004 2 2710.0000000000005 5.5000000000000009 101.00000000000001 3 5.5000000000000009 2020.5000000000002 4 1999.5000000000002 19.500000000000004 5 7.5000000000000009 49.500000000000007 21.500000000000004 6 5.5000000000000009 1472.5000000000002 963180000.00000012 21.500000000000004 19.500000000000004 41.500000000000007 80.500000000000014 2.5000000000000004 39.500000000000007 22.500000000000004
decision_type=9 8 9 8 8 9 10 10 8 9 8 8 9 10 10 9 8 10 8 9 8 8 10 10 8 10 10 8 10 10
left_child=1 -1 3 -3 -2 19 7 8 -7 10 -10 -12 28 14 16 25 -9 18 -13 23 21 -21 -22 24 -6 27 -27 -11 29 -5
right_child=4 2 -4 12 5 6 -8 13 9 15 11 17 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.7444163677044547e-05 0.0010367513536309297 -0.0011872748957389007 -0.00070750500332007738 -9.1998900485817229e-06 -0.00010906378442567606 0.00020356537542920759 -0.00010747750904457121 0.0002905361608013323 -0.00080437145172383446 0.00011773985047378033 -0.00012093189035284982 0.0011847963025429407 -0.0001380448762005268 -4.5320324160141668e-05 0.00044397821641392783 -5.0729373893685925e-05 -6.2488724162741561e-05 0.0030632413247708009 -0.0001322044581803085 0.0010198368282139613 -0.0023544853614921248 -0.00039872104526844811 0.00077099617825411083 -0.00063936169826219423 0.00096075087143127449 0.0002893272889509834 -1.2481013992518522e-05 -1.4553706953769511e-05 -6.1729621212166022e-05 0.0008097354015268747
leaf_weight=33 48 45 286 120 236 26 188 45 25 64 25 30 116 38 52 478 38 25 30 69 53 27 25 227 33 53 49 275 128 67
leaf_count=33 48 45 286 120 236 26 188 45 25 64 25 30 116 38 52 478 38 25 30 69 53 27 25 227 33 53 49 275 128 67
internal_value=-0.00024907 -0.00101737 -0.00121625 -0.000377824 3.87087e-05 -3.97737e-05 0.000327823 0.00059649 0.000296021 0.000136492 0.00205479 0.0036036 -9.26021e-06 0.00245977 0.00338235 -0.000167743 0.0017619 0.00488372 0.00327869 -0.000822321 0.000562161 0.0022268 -0.00141772 -0.00130967 -0.000429631 0.000610619 0.00225243 0.000129411 0.000674846 0.00155319
internal_weight=2954 795 762 476 2159 2111 1441 1253 1080 1054 135 110 431 173 135 919 83 85 60 670 174 96 78 496 269 441 102 339 315 187
internal_count=2954 795 762 476 2159 2111 1441 1253 1080 1054 135 110 431 173 135 919 83 85 60 670 174 96 78 496 269 441 102 339 315 187
cat_boundaries=0 3 5 7 8 9 10 11
cat_threshold=49185 589856 4096 16861536 32 74848 2 84934656 32 338 6
is_linear=0
shrinkage=0.04


Tree=183
num_leaves=31
num_cat=13
split_feature=8 8 7 12 3 4 8 12 3 3 1 4 0 7 3 12 5 9 18 1 4 9 17 0 4 12 0 3 0 5
split_gain=1.51157 0.626734 0.686875 0.52225 0.533709 0.476903 0.606134 0.469372 0.737049 0.465827 0.446049 0.354249 0.457404 0.351593 0.347785 0.318284 0.420861 0.28585 0.270006 0.198394 0.267714 0.211262 0.212625 0.206457 0.233646 0.197147 0.184124 0.18195 0.181804 0.171838
threshold=0 1 2 3 2006.5000000000002 107371.50000000001 4 5 2003.5000000000002 2015.5000000000002 1.5000000000000002 16098220000.000002 42.710000000000008 6 1988.5000000000002 7 1.5000000000000002 8 9 5.5000000000000009 8400.0000000000018 10 11 30.500000000000004 11.000000000000002 12 29.500000000000004 2005.5000000000002 24.500000000000004 2.5000000000000004
decision_type=9 9 9 9 10 8 9 9 8 10 10 8 10 9 10 9 8 9 9 8 10 9 9 8 10 9 10 10 10 8
left_child=3 15 27 -1 5 -5 11 8 -4 10 18 12 -7 -9 -8 16 -2 26 -10 20 21 -15 29 -24 -25 -19 -12 28 -3 -23
right_child=1 2 7 4 -6 6 14 13 9 -11 17 -13 -14 19 -16 -17 -18 25 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.0256113708606937e-05 0.001166887967281641 3.2172403437303099e-05 0.0020727315744286509 -0.0026411189078204785 0.00029717069255657006 -0.0003961125856376799 0.0004969870501668383 -0.00025335635865188325 -0.00028944796097050057 0.00015733546422558176 -0.00027157315602705293 -1.692878051818636e-06 0.00077062650905971837 -0.00031688684886695703 1.1568993852147347e-05 -0.0016584884845858138 -0.00025413039197847684 -2.5599865460881963e-05 0.002636517621013018 -0.00010317840868282247 -0.0022482006026293259 -2.2901343988939319e-05 -6.0276795017124003e-05 7.3907015564531457e-05 0.00014517098328830405 -0.00059710904670962973 0.00035455013701558179 -1.6303541876245436e-05 0.00016873454712431715 -0.0010877249712786267
leaf_weight=102 25 59 42 32 45 25 106 267 28 32 39 162 39 110 32 153 125 157 28 223 31 56 172 263 27 272 67 44 106 65
leaf_count=102 25 59 42 32 45 25 106 267 28 32 39 162 39 110 32 153 125 157 28 223 31 56 172 263 27 272 67 44 106 65
internal_value=-0.000100853 -0.000534555 -0.00028204 0.00178339 0.00238053 0.00195466 0.00236712 -0.000526985 0.000325443 -1.92317e-05 -0.000277028 0.000911391 0.00344615 -0.000992654 0.00434899 -0.00220382 -0.000745343 -0.000634329 0.00308772 -0.00061378 -0.000297932 -0.000132566 0.000181817 0.000575052 0.00123711 -0.00108182 0.00116239 0.00183636 0.00253012 -0.00124243
internal_weight=2934 2391 2088 543 441 396 364 1879 665 623 591 226 64 1214 138 303 150 535 56 947 724 693 583 462 290 429 106 209 165 121
internal_count=2934 2391 2088 543 441 396 364 1879 665 623 591 226 64 1214 138 303 150 535 56 947 724 693 583 462 290 429 106 209 165 121
cat_boundaries=0 27 50 67 68 94 95 112 114 116 117 119 120 121
cat_threshold=16 6 0 134217728 2147483648 1 0 0 0 32768 0 131072 8256 1536 268435456 4096 0 0 0 10240 0 0 0 8 0 1073758208 64 1342177280 1050632 4 0 0 0 262144 0 0 0 0 33554432 0 0 0 0 0 0 0 0 0 0 4194304 0 129 0 2048 0 8192 0 8192 65536 0 0 256 0 0 0 0 1073741824 68306208 0 0 0 134217728 0 1 0 0 0 0 0 0 8192 512 0 4096 0 0 0 0 0 0 0 0 0 16384 68337984 0 0 67108864 0 0 0 131072 0 33556480 8224 0 0 0 0 0 0 16 32802 32 1 16388 4 1 176 28 1196032
is_linear=0
shrinkage=0.04


Tree=184
num_leaves=31
num_cat=7
split_feature=8 17 7 12 4 8 4 4 12 2 2 3 3 2 0 2 0 2 2 2 2 12 2 2 2 2 0 2 3 2
split_gain=1.69634 0.906364 0.743477 0.971318 0.675038 0.478189 0.473072 0.445478 0.433048 0.584262 0.530554 0.625607 0.424859 0.459581 0.417358 0.403599 0.406239 0.375255 0.373385 0.556152 0.362997 0.34363 0.308076 0.296388 0.277309 0.252661 0.221884 0.208249 0.224273 0.196529
threshold=0 1 2 3 1074820000.0000002 4 52809240000.000008 8400.0000000000018 5 63.500000000000007 88.500000000000014 1992.5000000000002 2009.5000000000002 4.5000000000000009 16.750000000000004 50.500000000000007 16.750000000000004 81.500000000000014 49.500000000000007 9.5000000000000018 169.50000000000003 6 20.500000000000004 6.5000000000000009 16.500000000000004 455.00000000000006 39.07500000000001 13.500000000000002 2016.5000000000002 7.5000000000000009
decision_type=9 9 9 9 8 9 8 10 9 10 10 10 10 8 10 8 10 10 10 10 10 9 8 10 10 8 10 10 10 10
left_child=1 -1 3 18 -3 -4 -6 8 15 12 14 20 13 -10 -11 16 -7 22 19 -2 26 -15 23 -5 29 -17 -12 -14 -29 -8
right_child=2 4 5 17 6 7 24 -9 9 10 11 -13 27 21 -16 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.6251199649794208e-06 1.2413885073971611e-05 -0.0032637707546427433 -0.0012310162132588456 0.00089792142632991027 0.000298574226435958 0.00073320870718047537 0.00033873129956079218 -0.00010534519005140907 6.4302030593603872e-05 9.2233542497576913e-05 0.00045668333222082295 -0.00078208742574340884 3.1482508341341847e-05 -0.00032077903878211385 0.00066773490178968764 -0.00064890528343041853 -0.00017734488713924701 -0.0014034861842492144 4.13559640281134e-05 0.00024250701468636114 0.0016306893560927114 -1.3420872140555598e-05 0.00072811794414339131 -0.0020125074873057892 0.00034111723332711966 -6.7963760654225072e-05 -5.6191878882529801e-05 0.0011857433327913118 -0.00018841576729544495 -5.9226418731491272e-05
leaf_weight=151 33 34 164 29 30 97 129 93 155 31 45 37 67 390 42 133 276 54 44 46 51 426 35 62 78 57 39 38 33 31
leaf_count=151 33 34 164 29 30 97 129 93 155 31 45 37 67 390 42 133 276 54 44 46 51 426 35 62 78 57 39 38 33 31
internal_value=8.18824e-05 0.00230172 -0.000332798 0.00149044 0.00355271 -0.000593136 0.00434201 -0.000415637 -0.000285715 0.000105494 0.00186992 0.000647398 -0.000284686 -0.000580248 0.0047027 -0.00120558 -0.000459894 -0.000418849 0.00408955 0.00605 0.00191176 -0.000959609 0.000755905 -0.000478262 0.00371548 -0.00272251 0.000282352 0.00178417 0.00327778 0.00273292
internal_weight=2930 453 2477 303 302 2174 268 2010 1917 1354 245 172 1109 971 73 563 373 180 123 79 135 816 126 91 238 190 84 138 71 160
internal_count=2930 453 2477 303 302 2174 268 2010 1917 1354 245 172 1109 971 73 563 373 180 123 79 135 816 126 91 238 190 84 138 71 160
cat_boundaries=0 30 31 48 49 76 78 80
cat_threshold=16 2048 0 134217728 2147491840 0 0 0 0 32768 0 0 8256 1050112 268435456 4096 0 0 0 0 2147483648 0 0 8 0 268435456 64 0 0 4096 14 0 17 1073741824 8192 0 134217728 0 805306368 2048 268435456 0 0 16 0 0 32 1073741840 73794 1342177280 0 4 0 65536 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 256 0 0 0 0 32768 4 83895392 2 229376 32
is_linear=0
shrinkage=0.04


Tree=185
num_leaves=31
num_cat=15
split_feature=7 4 8 12 8 10 7 3 12 17 6 12 0 4 0 12 17 0 6 12 0 4 0 0 4 0 4 0 12 3
split_gain=1.07492 0.834059 0.76291 0.707424 0.584073 0.614196 0.523858 0.495958 0.453647 0.437488 0.417409 0.410188 0.478913 0.381338 0.344413 0.341558 0.329959 0.328649 0.286286 0.362296 0.333128 0.265685 0.328893 0.264389 0.242942 0.237372 0.223056 0.25336 0.215778 0.283329
threshold=0 45.000000000000007 1 2 3 4 5 2018.5000000000002 6 7 8 9 29.500000000000004 1950.0000000000002 33.175000000000004 10 11 25.500000000000004 12 13 18.500000000000004 199.50000000000003 35.600000000000009 20.500000000000004 7470085000.000001 44.07500000000001 353375000.00000006 39.07500000000001 14 2016.5000000000002
decision_type=9 8 9 9 9 9 9 8 9 9 9 9 10 10 10 9 9 10 9 9 10 10 10 8 8 10 10 10 9 8
left_child=16 -2 3 13 -4 6 15 -5 9 -8 11 12 -10 -3 23 -6 -1 -13 -11 21 -21 22 -20 -12 -18 -16 27 -9 -26 -30
right_child=1 2 4 7 5 -7 8 26 10 18 14 17 -14 -15 25 -17 24 -19 19 20 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-1.5163343510156913e-05 0.00018503420433139836 -0.00027178673902107664 -0.0015463703093389646 0.0010101341817190493 6.2202554687649868e-05 -0.00030319460571033981 -0.00033515088485842849 -5.6879448556701482e-05 -0.00026771137602182068 -0.00036986280880238736 9.9044960813045725e-05 -4.8820453212407683e-05 0.00036492632722165424 8.3718789433587687e-05 0.00066135363582207364 -0.00068321844604334102 -0.00018675488001753621 -0.00038061736393259037 -0.0015105712338963897 1.080593035768265e-05 -0.00020799020016172833 0.00099909516853851298 0.00018053334104609333 -0.0039552223564277757 0.00017123155597337808 -4.6824654973589338e-06 -0.00026521446224239182 0.00024563617742297554 -0.00081735446200628507 0.00062946468895561851
leaf_weight=105 26 116 124 26 117 220 221 39 40 126 28 95 75 27 209 385 42 62 42 73 148 25 170 26 103 50 28 90 49 78
leaf_count=105 26 116 124 26 117 220 221 39 40 126 28 95 75 27 209 385 42 62 42 73 148 25 170 26 103 50 28 90 49 78
internal_value=-0.000182064 -0.000474029 -0.000549357 0.00123442 -0.00081175 -0.000644372 -0.000403574 0.00282474 -9.46187e-10 -0.000612746 0.000838925 -0.000310955 0.00142857 -0.000857144 0.00181481 -0.00149708 0.0017835 -0.00159524 -2.68917e-05 0.000443496 -0.000706897 0.0015 0.0010892 -0.00101818 0.0025159 0.00247692 0.00210126 0.0028 0.00311688 0.00153623
internal_weight=2965 2588 2562 326 2236 2112 1892 183 1390 805 585 272 115 143 313 502 377 157 584 458 221 237 212 54 272 259 157 129 230 127
internal_count=2965 2588 2562 326 2236 2112 1892 183 1390 805 585 272 115 143 313 502 377 157 584 458 221 237 212 54 272 259 157 129 230 127
cat_boundaries=0 14 37 39 68 69 87 89 90 91 92 93 94 95 97 98
cat_threshold=16385 17 570433536 0 0 134225920 0 536879104 33556480 268435504 0 0 0 268435456 16 2048 0 134217728 0 1 0 2147483648 0 0 0 0 8192 0 0 4096 0 0 33558528 2048 0 0 4194304 1245472 32 1342177280 8 4 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2147483648 0 0 8 0 0 4 0 128 288 0 0 67108864 2097152 32 0 0 268566528 65536 8192 8192 320 0 0 0 0 0 256 16878626 2 10 88 68165696 1181952 9 68 32770 2 67174466
is_linear=0
shrinkage=0.04


Tree=186
num_leaves=31
num_cat=15
split_feature=7 7 8 6 8 15 2 11 12 9 2 2 2 2 1 9 2 12 12 2 9 2 2 6 2 12 2 2 2 2
split_gain=1.11785 0.82767 0.756939 0.628039 0.523311 0.470966 1.29607 0.582126 0.934459 0.744058 0.793356 0.637702 0.521969 0.566763 0.466745 0.413359 0.412408 0.491576 0.430054 0.362557 0.352702 0.453389 0.320543 0.303715 0.554533 0.472349 0.500282 0.262093 0.197372 0.204228
threshold=0 1 2 3 4 5 31.500000000000004 6 7 8 3.5000000000000004 15.500000000000002 79.500000000000014 35.500000000000007 5.5000000000000009 9 47.500000000000007 10 11 24.500000000000004 12 3.5000000000000004 11.500000000000002 13 5.5000000000000009 14 47.500000000000007 59.500000000000007 9.5000000000000018 13.500000000000002
decision_type=9 9 9 9 9 9 10 9 9 9 10 10 10 10 10 9 8 9 9 10 9 10 8 9 8 9 10 8 10 10
left_child=3 -2 -3 22 -4 6 -6 8 9 11 -11 14 13 19 -7 -10 18 -18 28 -13 21 -20 -1 24 -17 -25 -27 -26 -9 -30
right_child=1 2 4 -5 5 7 -8 16 15 10 -12 12 -14 -15 -16 23 17 -19 20 -21 -22 -23 -24 25 27 26 -28 -29 29 -31
leaf_value=0.00034152847920818676 -0.00011879730465093653 0.00027494987920950747 -0.00078616738185005944 -3.5677735630848328e-05 0.00093465891439565294 -4.4254296520173914e-05 -0.0002149139835373019 -0.00325764706706877 -0.00074895186066596827 0.00037579641542448888 -0.00037218497012312854 0.0014837805599404027 0.00019189214633907986 0.00076989065315695513 0.00030359147037147682 0.00032447153431663651 3.0758179946479747e-05 -0.00021650910189506385 -0.0010921710517504391 -0.00050646301310792519 -8.9003598220926966e-05 0.00033777337619571128 0.00021147957130700999 -0.00047721668974917177 -0.0028088978649621066 0.0001407556977729495 0.0016617174014842498 -0.00010329235988457411 4.4680430595140889e-05 -0.0012515924092240643
leaf_weight=29 210 134 106 117 68 132 52 53 137 52 132 45 37 52 29 32 105 341 47 30 122 225 108 113 100 100 28 65 26 126
leaf_count=29 210 134 106 117 68 132 52 53 137 52 132 45 37 52 29 32 105 341 47 30 122 225 108 113 100 100 28 65 26 126
internal_value=-0.000125932 -0.000367529 -0.000158401 0.00235472 -0.000329671 -0.000192921 0.0021374 -0.00033458 0.000314154 0.00154615 -0.000492309 0.00267857 0.00450909 0.00571875 0.000962962 -0.000784984 -0.00100379 -0.00193289 -0.000326668 0.00342105 0.00045432 0.00124382 0.00413513 -0.000160357 -0.00128846 0.000777777 0.00235971 -0.00228916 -0.00175926 -0.00109804
internal_weight=2953 2699 2489 254 2355 2249 120 2129 1084 509 184 325 164 127 161 575 1045 446 599 75 394 272 137 438 197 241 128 165 205 152
internal_count=2953 2699 2489 254 2355 2249 120 2129 1084 509 184 325 164 127 161 575 1045 446 599 75 394 272 137 438 197 241 128 165 205 152
cat_boundaries=0 17 35 65 66 93 95 98 99 101 103 105 106 108 109 111
cat_threshold=3 1 0 2097152 32 8192 0 8192 0 16 0 64 16 0 0 0 1073741840 0 32 67108864 10752 524288 64 0 0 0 32 32 256 0 0 0 0 0 256 0 2 0 0 2147483648 1 0 0 0 32768 0 0 0 0 268435456 0 0 0 4096 0 0 0 0 8 0 268435456 0 0 0 4096 210 268435456 0 4 0 0 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 16384 4 2621440 262145 4 1115648 524288 85066018 0 6276 0 16532 16941056 32 16941346 0 2048 268 43008 32
is_linear=0
shrinkage=0.04


Tree=187
num_leaves=31
num_cat=12
split_feature=8 8 7 0 0 12 3 0 17 12 0 9 9 0 6 12 0 0 2 3 12 0 12 3 2 2 2 0 2 2
split_gain=1.25596 0.628134 0.672223 0.668691 1.01486 0.629791 0.520802 0.804989 0.468691 0.683849 0.440285 0.424737 0.797538 1.04556 0.426011 0.408945 0.556006 0.517335 0.408678 0.392984 0.409974 0.44039 0.39195 0.504069 0.384425 0.376775 0.356149 0.373718 0.355717 0.352545
threshold=0 1 2 31.500000000000004 29.500000000000004 3 2011.5000000000002 39.07500000000001 4 5 40.675000000000004 6 7 40.250000000000007 8 9 39.07500000000001 44.07500000000001 7.5000000000000009 2004.5000000000002 10 18.500000000000004 11 2002.5000000000002 33.500000000000007 52.500000000000007 20.500000000000004 40.250000000000007 29.500000000000004 4.5000000000000009
decision_type=9 9 9 10 10 9 10 10 9 9 10 9 9 10 9 9 10 10 8 8 9 10 9 8 10 10 8 10 8 10
left_child=15 -2 3 4 5 -3 8 -8 10 28 22 -11 14 24 -13 17 -17 -1 -18 -16 21 -21 23 -4 -14 -24 -20 -28 -10 -23
right_child=1 2 6 -5 -6 -7 7 -9 9 11 -12 12 13 -15 19 16 18 -19 26 20 -22 29 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00080025276736616247 -0.00034944746589876034 -0.00060202737652928896 0.00015710208371855523 -0.00041955712196112364 0.0028394723178908825 1.9360251290049818e-05 -0.00022008509977196398 0.00020016276292602662 -0.00039654547488118629 -0.00017975434710527604 -0.002092561544764302 0.00013998505778141444 0.00082756594649369142 -1.5936375238183588e-05 -0.0001719934960297675 -0.0034149049444393946 0.00040994997355224268 -7.3394394210955406e-05 -0.00044296232107587621 -0.0014994765217355725 -0.00034821628732544684 -0.00013793752065969898 0.00023214169109769982 -0.00033525012080285686 9.0688547864536557e-05 -0.00059036859599523078 9.8716083415396425e-05 7.5706238992959427e-06 1.4687398483886577e-05 0.00039555349846041209
leaf_weight=93 114 135 25 288 40 305 47 150 139 101 87 138 92 43 38 42 36 31 60 28 132 46 102 208 31 50 53 85 128 67
leaf_count=93 114 135 25 288 40 305 47 150 139 101 87 138 92 43 38 42 36 31 60 28 132 46 102 208 31 50 53 85 128 67
internal_value=8.99479e-05 -0.000242044 -9.87258e-05 -0.00106804 -0.000166321 -0.000725625 0.000355982 0.00228283 9.61529e-05 0.000591548 -0.000927537 0.00123246 0.00162939 0.0039322 0.000704347 0.00214112 0.00117073 0.00402963 0.00197447 -0.000136647 0.00039416 0.00181579 -0.000362695 -0.00136066 0.00603226 0.00117791 0.00124623 0.00235971 -0.00110791 0.00305263
internal_weight=2934 2534 2420 768 480 440 1652 197 1455 983 472 716 615 166 449 400 276 124 234 311 273 141 385 233 123 152 198 138 267 113
internal_count=2934 2534 2420 768 480 440 1652 197 1455 983 472 716 615 166 449 400 276 124 234 311 273 141 385 233 123 152 198 138 267 113
cat_boundaries=0 27 54 71 72 73 75 77 79 80 82 84 86
cat_threshold=16 2 0 134217728 2147483648 0 0 0 1 32768 0 0 64 1049088 0 0 0 0 33554432 2048 256 0 0 0 0 1342193664 64 1342177280 0 4 0 1073807360 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 0 32768 4 131072 16 603979776 524800 524288 134217792 131072 268566528 0 134225920 32 384 128 0 0 0 4096 17867776 14 67243104 2 0 132 0 2096 130 41024 32 1056770 32 1081410 32
is_linear=0
shrinkage=0.04


Tree=188
num_leaves=31
num_cat=13
split_feature=12 6 9 9 1 3 12 0 13 9 12 0 0 1 12 3 3 5 12 5 0 13 0 6 1 13 1 3 0 5
split_gain=1.07243 0.60133 0.606171 0.530246 0.522096 0.696534 0.462512 0.833975 0.417558 0.382191 0.364297 0.410286 0.332435 0.273573 0.26291 0.23944 0.209225 0.262452 0.203992 0.340522 0.18613 0.193382 0.236963 0.209551 0.18541 0.282031 0.184055 0.164225 0.145646 0.144077
threshold=0 1 2 3 4.5000000000000009 2014.5000000000002 4 18.500000000000004 5 6 7 38.57500000000001 32.500000000000007 5.5000000000000009 8 2002.5000000000002 1994.5000000000002 4.5000000000000009 9 2.5000000000000004 9.5000000000000018 10 30.500000000000004 11 5.5000000000000009 12 5.5000000000000009 1994.5000000000002 39.07500000000001 1.0000000180025095e-35
decision_type=9 9 9 9 10 8 9 10 9 9 9 10 8 8 9 10 10 8 9 10 10 9 10 9 10 9 8 10 10 10
left_child=9 2 10 18 -5 15 24 -8 16 12 -2 -12 -1 20 28 -6 17 -4 -3 -20 -11 -22 -23 -24 25 -7 -19 -25 -15 -14
right_child=1 3 8 4 5 6 7 -9 -10 13 11 -13 29 14 -16 -17 -18 26 19 -21 21 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0001425260194610908 -0.00023644514854945364 -6.2355994671561054e-05 0.00010627574611789672 -0.00011273090256707974 -2.5609726046465399e-05 -1.891433549687041e-05 -9.5520951309171283e-05 0.00032051305921978123 3.5343715410894302e-06 0.00015872793095137353 5.3372326102518744e-05 1.029557954544165e-05 5.6335978432435572e-05 -6.8661169413601893e-05 -0.00077493727707017665 -0.0012830534053381614 6.346935789239649e-05 0.0036937406127614666 -0.00053810967836773606 0.00018395779221341843 -0.00041309809097841169 -0.00068401613559446932 -1.5991004471948446e-05 -1.0946700412390373e-07 -0.00038337124316185239 4.7181319622696427e-05 0.00048458418157532133 0.0001094022352417365 0.00049235971086651533 -0.0001418712358258884
leaf_weight=33 115 114 36 157 59 106 121 184 107 74 34 226 25 61 132 70 34 48 156 29 324 97 101 157 44 143 25 47 39 71
leaf_count=33 115 114 36 157 59 106 121 184 107 74 34 226 25 61 132 70 34 48 156 29 324 97 101 157 44 143 25 47 39 71
internal_value=-0.000187206 0.000422209 0.00141509 -0.000110554 0.000384357 0.000840658 0.00141569 0.00246835 0.00291188 -0.00112969 0.000362693 0.00118081 0.000885713 -0.0013883 -0.00260944 -0.00181539 0.00433766 0.00549091 -0.00153548 -0.00234694 -0.00104869 -0.00124347 -0.000600485 -6.53604e-05 0.000223683 0.000655999 0.00686486 0.000669767 -0.000720722 -0.000247424
internal_weight=2969 1808 625 1183 884 727 598 305 250 1161 375 260 129 1032 232 129 143 109 299 185 800 726 402 305 293 249 73 204 100 96
internal_count=2969 1808 625 1183 884 727 598 305 250 1161 375 260 129 1032 232 129 143 109 299 185 800 726 402 305 293 249 73 204 100 96
cat_boundaries=0 1 2 4 6 8 9 11 13 14 16 17 18 19
cat_threshold=83979296 146 0 26640 0 12324 33026 2 10 1073741825 4096 1048896 32 67192832 1081344 34 2 84 12
is_linear=0
shrinkage=0.04


Tree=189
num_leaves=31
num_cat=11
split_feature=7 12 0 7 12 2 2 13 1 4 15 9 2 2 12 6 3 2 6 2 2 0 0 2 2 4 3 2 6 4
split_gain=1.88977 1.1984 0.872461 0.856152 0.67283 0.672694 1.05701 0.583969 0.401556 0.653555 0.358676 0.495942 1.35607 0.548004 0.534346 0.424354 0.7016 0.577835 0.35433 0.480478 0.720121 0.348856 0.343938 0.390226 0.333817 0.330044 0.340592 0.735825 0.32619 0.563189
threshold=0 1 39.07500000000001 2 3 35.500000000000007 12.500000000000002 4 1.5000000000000002 2114435000.0000002 5 6 19.500000000000004 4.5000000000000009 7 8 1993.5000000000002 5.5000000000000009 9 21.500000000000004 9.5000000000000018 33.175000000000004 39.07500000000001 5.5000000000000009 71.500000000000014 2091500000.0000002 2012.5000000000002 56.500000000000007 10 575.00000000000011
decision_type=9 9 10 9 9 10 8 9 10 10 9 9 10 8 9 9 10 10 9 10 10 10 10 8 10 8 8 10 9 10
left_child=1 -1 -3 -2 28 6 -4 22 9 -9 11 12 13 -10 -13 21 17 -17 -12 20 -20 -16 -6 -24 -7 -25 -27 -28 29 -5
right_child=3 2 5 4 7 24 -8 8 10 -11 18 14 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-6.5914722637074873e-05 -0.00076038518806825555 3.2820415310731383e-05 0.00045615456911336506 -6.4218583454719855e-05 -0.00164181852265429 0.00079611310036117964 9.2699390029536682e-07 0.0011858993341188164 0.0053669686649852142 -7.4309998470184512e-05 -0.00028327284060805983 -0.00019417763961046772 0.00064417341426051267 -0.0014680100283657471 0.0012117308910591493 9.1232326804989923e-06 -0.0018900686189199151 0.0014689473116368148 -6.5023612462409663e-05 -0.00052558416172729123 0.0016202894649502407 -0.00015504230978288512 -0.00074791666735930936 -0.00024510052839604203 0.0013696453033156817 -0.00020825613116285833 8.6213154489827218e-06 0.00046355605052553575 -0.00043701341738502399 9.6287738928452912e-05
leaf_weight=126 205 84 35 700 115 25 59 88 26 41 149 132 54 57 87 26 39 57 63 48 41 85 37 53 40 74 141 41 186 32
leaf_count=126 205 84 35 700 115 25 59 88 26 41 149 132 54 57 87 26 39 57 63 48 41 85 37 53 40 74 141 41 186 32
internal_value=0.000114013 0.00274737 0.0043622 -0.000273571 -5.37148e-05 0.006275 0.0040421 0.000480545 0.0010239 0.00310769 0.000721386 0.00130313 0.00332432 0.000333332 0.000585811 0.00152131 0.00324812 0.00557143 -0.000397437 0.000932514 0.00251428 0.000174862 -0.000686442 -6.91652e-05 0.00939394 0.000399999 0.000996108 0.0019235 -0.000895588 -0.00049529
internal_weight=2946 369 243 2577 2372 159 94 1454 993 129 864 563 137 83 426 294 122 83 301 152 104 172 461 346 65 309 256 182 918 732
internal_count=2946 369 243 2577 2372 159 94 1454 993 129 864 563 137 83 426 294 122 83 301 152 104 172 461 346 65 309 256 182 918 732
cat_boundaries=0 17 18 36 38 39 40 42 43 44 45 46
cat_threshold=16385 129 33554432 0 0 134225920 0 8192 2048 16 0 0 0 0 0 0 4112 17902624 0 0 536870912 264704 0 0 0 0 33554432 134217728 8192 384 0 0 0 0 128 256 67184672 34 4 203423744 0 16516 164096 282 200 270
is_linear=0
shrinkage=0.04


Tree=190
num_leaves=31
num_cat=9
split_feature=7 8 1 12 9 2 2 12 2 2 2 1 3 17 2 2 2 7 2 2 2 2 1 2 2 2 1 2 18 11
split_gain=1.38843 0.893022 0.663626 0.596965 0.537294 0.483121 0.991969 0.451627 0.418021 0.474054 0.391736 0.376368 0.294613 0.464915 0.420415 0.308247 0.293367 0.275576 0.546022 0.234724 0.232356 0.224947 0.205378 0.193875 0.179759 0.279549 0.16886 0.166347 0.165014 0.144645
threshold=0 1 5.5000000000000009 2 3 25.500000000000004 9.5000000000000018 4 19.500000000000004 50.500000000000007 71.500000000000014 4.5000000000000009 1983.0000000000002 5 10.500000000000002 19.500000000000004 6.5000000000000009 6 101.50000000000001 92.500000000000014 2.5000000000000004 535.00000000000011 5.5000000000000009 42.500000000000007 14.500000000000002 27.500000000000004 3.5000000000000004 385.00000000000006 7 8
decision_type=9 9 10 9 9 10 10 9 8 8 10 8 10 9 8 8 10 9 10 8 10 8 8 8 8 10 8 10 9 9
left_child=7 8 3 27 19 6 20 10 16 -10 26 -6 13 -13 -15 -16 -2 18 29 -5 -4 22 -11 -17 -14 -26 -1 -3 -25 -9
right_child=1 2 5 4 11 -7 -8 17 9 21 -12 12 24 14 15 23 -18 -19 -20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.00058178642483737236 0.00032244540327055462 -0.00017419423788469555 0.00030009695682575515 -0.00058097069983651078 0.00026781563400298967 -0.00021440812921272903 0.001948279383490531 -1.2689125837106501e-05 0.00098641045692694925 0.00019263057111414217 0.00065030266007782146 -6.3278133731614622e-05 -0.00044771862322543458 0.0036031812856254977 -0.00066370833545814384 0.0014057346554152386 -0.0015396956256668543 -0.00033112471824739691 0.001170382895400651 1.6412523936018961e-05 -4.8228050205762866e-05 0.0003462014425243656 -0.00073559056002011974 0.00047572043748247045 0.00051236265340909651 -8.520223495146646e-05 -0.00030981103496667827 -0.0002469097192695845 -5.8768100565885677e-07 -0.00029503887406303101
leaf_weight=31 38 413 31 132 30 70 54 166 91 54 27 165 83 102 41 44 79 320 29 29 59 56 26 38 39 80 186 39 104 332
leaf_count=31 38 413 31 132 30 70 54 166 91 54 27 165 83 102 41 44 79 320 29 29 59 56 26 38 39 80 186 39 104 332
internal_value=-0.000144531 0.000509433 9.46282e-05 -0.000235822 0.00036971 0.00215814 0.00347586 -0.00127405 0.00232113 0.00338596 0.000250979 0.00083582 0.000654231 0.0011798 0.00201176 0.00110526 0.000440677 -0.00171096 -0.00109294 -0.00165116 0.00087912 0.00186861 0.000493826 0.00179679 -0.000630543 0.000366666 -0.000311928 -0.00139957 0.00106294 -0.00142685
internal_weight=2988 1897 1553 1339 887 214 144 1091 344 227 244 726 696 494 329 227 117 847 527 161 90 136 80 186 202 119 217 452 142 498
internal_count=2988 1897 1553 1339 887 214 144 1091 344 227 244 726 696 494 329 227 117 847 527 161 90 136 80 186 202 119 217 452 142 498
cat_boundaries=0 18 44 46 48 49 50 66 67 69
cat_threshold=268566530 0 68419584 524804 524290 8194 131072 268566528 0 134217760 32768 384 268435600 0 0 32 0 384 0 2054 0 0 2147483648 1 0 0 0 0 0 0 8192 1049088 0 0 0 0 0 2048 128 0 16777216 0 0 16384 83889248 32 0 16416 147776 10 268435458 0 1048576 0 0 0 131072 268566528 0 0 0 384 0 0 0 32 4 4 2147483648
is_linear=0
shrinkage=0.04


Tree=191
num_leaves=31
num_cat=16
split_feature=7 7 9 12 7 11 13 0 6 17 12 4 12 0 4 1 1 0 11 12 12 6 1 5 7 0 1 4 1 0
split_gain=2.0539 1.12397 0.584339 0.466131 0.673546 0.384953 0.526185 0.372034 0.337485 0.289006 0.488448 0.45067 0.260586 0.257758 0.255801 0.246457 0.218882 0.331143 0.255832 0.464613 0.422947 0.208169 0.280449 0.210424 0.217102 0.197323 0.164316 0.155148 0.158649 0.294909
threshold=0 1 2 3 4 5 6 35.850000000000009 7 8 9 22.000000000000004 10 42.710000000000008 22.000000000000004 5.5000000000000009 2.5000000000000004 14.500000000000002 11 12 13 14 5.5000000000000009 2.5000000000000004 15 36.900000000000006 5.5000000000000009 2050.0000000000005 5.5000000000000009 38.57500000000001
decision_type=9 9 9 9 9 9 9 10 9 9 9 10 9 10 10 8 10 10 9 9 9 9 8 8 9 10 8 8 10 10
left_child=-1 14 3 21 5 7 -7 -5 12 11 -11 -4 -6 25 -2 -8 -10 -18 19 -19 -20 23 -23 -3 -25 -12 -14 -21 -29 -30
right_child=1 2 9 4 8 6 15 -9 16 10 13 -13 26 -15 -16 -17 17 18 20 27 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00051131053030531632 7.8422738421982972e-05 2.3311547679123476e-05 3.3461955643271355e-05 0.00036104674658055537 1.7602467840892137e-05 -0.00082843440671177034 0.00063209603319257972 0.00015075186162407398 0.00017768177608792999 0.0011209085565459795 0.00094242325811468106 -0.00064601677046091644 -0.00012280747648098271 3.6653950418741412e-05 0.0016900839279255064 6.0376090068340745e-06 -0.0004015594156860051 0.00073880114490951763 -0.00021958246532086407 -0.0014920081087753943 2.5921568297902614e-05 -0.00016197012039160369 0.0027255133509474323 -0.00014760761939059362 -0.00068485788517473991 -0.00016850569992983469 -0.0013960237367116458 -9.7576457385571978e-06 -0.00010218618686323985 0.00028949567164943672
leaf_weight=315 80 50 41 26 100 119 68 74 40 121 25 60 197 32 25 60 51 113 121 32 114 155 25 206 223 72 61 254 27 32
leaf_count=315 80 50 41 26 100 119 68 74 40 121 25 60 197 32 25 60 51 113 121 32 114 155 25 206 223 72 61 254 27 32
internal_value=-0.000258905 0.000116251 -6.21523e-05 -0.000311256 8.26657e-05 0.00159776 0.000666666 0.0036036 -0.000388553 0.00142541 0.00214559 -0.000392858 -0.00138753 0.000314285 0.00396552 0.00235971 8.05022e-05 -7.51687e-05 0.000155619 0.000699359 -0.00089431 -0.00118806 -8.98751e-10 -0.00162449 -0.00194419 -0.000693878 -0.00205205 -5.61807e-05 0.00021656 0.00206667
internal_weight=2919 2604 2499 2148 1489 347 247 100 1142 351 250 101 358 129 105 128 784 744 693 458 235 659 180 479 429 97 258 345 313 59
internal_count=2919 2604 2499 2148 1489 347 247 100 1142 351 250 101 358 129 105 128 784 744 693 458 235 659 180 479 429 97 258 345 313 59
cat_boundaries=0 18 35 37 38 55 56 57 58 59 61 63 64 65 67 68 77
cat_threshold=131072 0 1074012160 2097664 2 64 33554432 536870912 0 134217728 32 256 268435600 0 0 32 0 384 0 0 33554432 8192 0 0 0 8192 0 32 0 0 0 0 0 0 16 512 22580 83977216 0 128 537919488 0 32 0 0 131072 33556480 0 8192 128 0 0 0 0 4096 16388 10 196 28 32770 32 1179968 32 36 1050912 2082 32 408 0 0 0 4 0 0 131072 131072 2048
is_linear=0
shrinkage=0.04


Tree=192
num_leaves=31
num_cat=11
split_feature=7 6 0 2 2 7 12 2 2 3 17 12 18 12 6 2 9 2 2 2 2 1 2 3 2 0 2 0 12 2
split_gain=1.25867 0.486768 0.696658 0.476833 0.391742 0.372311 0.461254 0.491898 0.510616 0.427429 0.395142 0.415306 0.432921 0.413518 0.3871 0.41817 0.365011 0.68686 0.364807 0.355763 0.341175 0.272974 0.26309 0.617093 0.54243 0.632722 0.415289 0.320247 0.300867 0.356626
threshold=0 1 29.500000000000004 10.500000000000002 46.500000000000007 2 3 39.500000000000007 11.500000000000002 2020.5000000000002 4 5 6 7 8 42.500000000000007 9 21.500000000000004 18.500000000000004 11.500000000000002 27.500000000000004 5.5000000000000009 101.50000000000001 1989.5000000000002 68.500000000000014 35.250000000000007 47.500000000000007 39.07500000000001 10 1.5000000000000002
decision_type=9 9 10 8 10 9 9 10 8 10 9 9 9 9 9 8 9 8 10 10 8 8 10 10 8 8 10 10 9 10
left_child=1 4 -3 -4 20 6 7 8 -2 10 11 12 -7 14 15 -12 22 -18 -5 -11 -1 -20 24 27 25 28 -27 -24 -15 -30
right_child=5 2 3 18 -6 9 -8 -9 -10 19 13 -13 -14 16 -16 -17 17 -19 21 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00031372767322922435 5.3936833167641168e-05 0.00060577406298708333 -0.0016701055525193667 0.00073843122465248466 0.00055555544180804154 0.0013290332960120273 -0.00012580432725523027 0.00047687323399565385 -0.0009482249648558686 -8.8057914095954001e-05 0.00044601891819326779 -1.3613683465628463e-05 8.3595576079961137e-06 -0.00016158369653601143 -0.00024667572813010836 -0.0013830284571924205 0.00053413847155698137 -0.00040896003292933243 3.0703215725039321e-05 5.0557457579413464e-05 -0.00025233714203290355 -0.0030019907962710989 0.00024566196201293014 -0.0020140332537375897 -0.00058417404007344599 -0.00026388373251945554 0.00020623396997468215 0.0024557968548162478 -0.0011931546614262307 0.00044719825701504401
leaf_weight=89 26 31 43 26 57 48 228 25 53 29 97 126 72 113 350 42 126 99 85 26 30 38 38 35 179 466 42 29 28 244
leaf_count=89 26 31 43 26 57 48 228 25 53 29 97 126 72 113 350 42 126 99 85 26 30 38 38 35 179 466 42 29 28 244
internal_value=-9.58585e-05 0.00196097 0.000632478 -0.000248706 0.00350802 -0.000428121 -0.00165598 0.000556521 -0.000950001 -0.000234546 -0.000325996 0.00115175 0.00274809 -0.000522381 -0.001512 0.000293332 -0.000167377 0.00127119 0.000826666 0.00321428 0.00236667 -9.67751e-05 -0.000452322 0.00147573 -0.000641194 -0.000237137 -0.00116307 0.00370588 0.000984455 0.00166784
internal_weight=2920 399 223 192 176 2521 332 104 79 2189 2134 246 120 1888 489 139 1399 225 149 55 119 123 1174 102 1072 893 508 67 385 272
internal_count=2920 399 223 192 176 2521 332 104 79 2189 2134 246 120 1888 489 139 1399 225 149 55 119 123 1174 102 1072 893 508 67 385 272
cat_boundaries=0 17 18 35 37 38 39 40 41 42 44 45
cat_threshold=16385 1 33554432 10240 0 8256 0 536879104 33556480 268435472 8192 0 0 268435456 0 0 144 146 268566530 268435456 67371008 524800 2 134217728 0 268435456 0 0 32768 0 128 0 0 0 1073745920 33088 32 49 33090 4 16777474 130 0 18596 67158048
is_linear=0
shrinkage=0.04


Tree=193
num_leaves=31
num_cat=11
split_feature=8 12 8 6 1 12 4 8 13 2 6 2 0 1 9 0 2 2 2 0 6 2 0 12 2 2 0 4 2 2
split_gain=1.07938 0.855149 0.883581 0.886532 0.980234 0.721482 0.5164 0.403477 0.578116 0.539987 0.431486 0.371006 0.359179 0.35595 0.441046 0.380097 0.328184 0.549145 0.327179 0.3141 0.297972 0.731941 0.289907 0.385254 0.574682 0.441438 0.31302 0.529068 0.253152 0.209731
threshold=0 1 2 3 1.5000000000000002 4 260.00000000000006 5 6 26.500000000000004 7 33.500000000000007 35.250000000000007 4.5000000000000009 8 35.850000000000009 68.500000000000014 16.500000000000004 63.500000000000007 36.400000000000006 9 34.500000000000007 45.425000000000004 10 95.500000000000014 83.500000000000014 40.250000000000007 15385520000.000002 9.5000000000000018 31.500000000000004
decision_type=9 9 9 9 10 9 8 9 9 8 9 8 10 8 9 10 8 10 10 10 9 10 10 9 10 10 10 8 10 10
left_child=-1 7 18 4 -4 -6 -5 8 29 10 12 -10 -9 -8 20 -16 17 -7 -3 -12 -15 -22 23 25 26 -17 -25 -28 -24 -2
right_child=1 2 3 6 5 16 13 9 11 -11 19 -13 -14 14 15 22 -18 -19 -20 -21 21 -23 28 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00056879365281872893 -7.3692162202985186e-06 -0.00020402508561372364 0.003850147539186867 0.00019365532432274191 -6.5991074625249006e-06 0.00015075271893597988 8.3211839921831237e-05 0.00037401459387349941 -0.00012641757045193407 -0.00026360380350908631 -0.00092024481678462612 0.00072921210216318668 -0.00038309091880422193 -0.00026553600991541617 -0.0021782090796302364 4.0730771260188159e-05 -2.0634601542910812e-05 0.0012028678357343537 8.9432367359705474e-05 0.0003099473797013277 -2.8320519885127739e-05 0.00069834310588771486 -0.0016006681109198434 0.00032949163244471255 0.0019777849174365996 -0.00040009611943204174 0.00012180132438713503 -0.00017463244153287391 2.9640157651312233e-05 -0.00010674807756574964
leaf_weight=225 110 348 27 33 119 54 26 40 86 306 34 129 161 178 49 195 32 58 71 93 113 26 29 149 25 32 28 50 40 107
leaf_count=225 110 348 27 33 119 54 26 40 86 306 34 129 161 178 49 195 32 58 71 93 113 26 29 149 25 32 28 50 40 107
internal_value=-3.09357e-05 0.000191373 0.000751328 0.00127786 0.00318937 0.0025303 0.000678861 -0.000690809 0.000252821 -0.00132713 -0.000218846 0.00168142 -0.00133962 0.000510095 0.000375955 0.00100658 0.00428387 0.00559292 -0.000827908 0.00153623 -0.000817074 0.000559999 0.00132605 0.001675 0.00270722 0.000386554 0.00215789 0.000101265 -0.00108572 -0.00117544
internal_weight=2973 2748 1682 1263 290 263 973 1066 432 634 328 215 201 940 914 597 144 112 419 127 317 139 548 479 252 227 227 78 69 217
internal_count=2973 2748 1682 1263 290 263 973 1066 432 634 328 215 201 940 914 597 144 112 419 127 317 139 548 479 252 227 227 78 69 217
cat_boundaries=0 30 32 59 60 61 87 88 89 91 92 93
cat_threshold=268435456 0 4 0 0 0 0 0 1 0 0 33554432 64 0 0 0 0 0 4096 0 0 0 4194304 8 0 0 0 0 524288 4096 16935968 32 0 4 0 0 1073741824 0 262144 0 0 0 0 131072 0 1048576 0 4096 0 0 0 0 0 0 16777216 0 0 0 4 10 1146880 0 2052 0 0 0 0 0 2147483648 0 0 0 131072 0 0 0 4096 0 0 33554432 0 0 0 16777216 0 0 16384 2 154 0 20500 448 258
is_linear=0
shrinkage=0.04


Tree=194
num_leaves=31
num_cat=8
split_feature=7 7 8 12 12 3 0 0 3 2 2 12 5 11 2 2 2 0 4 0 11 3 3 3 2 2 2 0 0 2
split_gain=1.26249 0.727286 0.675253 0.689497 0.641171 0.646567 0.47947 0.470465 0.730696 0.754601 0.361634 0.475468 0.350559 0.335156 0.470452 0.472889 0.413948 0.308209 0.295782 0.586831 0.284737 0.244037 0.236256 0.221873 0.251703 0.260345 0.214601 0.214036 0.210165 0.201688
threshold=0 1 2 3 4 1999.5000000000002 15.500000000000002 45.425000000000004 2008.5000000000002 5.5000000000000009 15.500000000000002 5 5.5000000000000009 6 3.5000000000000004 23.500000000000004 62.500000000000007 35.850000000000009 7650.0000000000009 44.07500000000001 7 2002.5000000000002 1995.5000000000002 2002.5000000000002 108.50000000000001 69.500000000000014 40.500000000000007 39.07500000000001 30.500000000000004 30.500000000000004
decision_type=9 9 9 9 9 8 8 10 10 10 8 9 8 9 8 8 8 10 10 8 9 8 10 10 10 10 10 10 10 10
left_child=-1 7 3 23 6 22 -4 8 9 -2 -7 -12 -11 -5 -15 28 26 -14 19 20 -13 -19 -6 24 25 29 -17 -8 -16 -3
right_child=1 2 4 13 5 10 27 -9 -10 12 11 18 17 14 15 16 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.817746656728568e-05 0.0017897818242742325 -0.00021864073541848463 0.00089514701931046317 0.00034800634380617183 0.00031636882317347196 -0.00019428748983345442 -0.00025148683871747875 -0.0016224978965852074 0.00018416320518198991 -0.0013433655428529167 0.00079942064619329626 0.00015554442525826212 9.182267651894422e-05 -0.0013766856954810424 0.00088160538528869845 -2.2626280160894206e-05 0.00024833476552224072 5.0174701105342915e-05 -0.00094090226098916157 0.00021282281190598961 -0.00057423532229869683 -0.00036947515066249016 0.0012984386797095561 -0.0001694656244146929 0.0013789859174328284 -0.00068023383930625658 -0.0012676170325328889 -0.00025145096462523333 0.00014117159759658292 0.00085079526012353166
leaf_weight=423 30 194 53 139 40 393 131 28 27 33 115 121 35 27 43 59 139 25 31 29 117 62 25 27 26 49 34 400 34 85
leaf_count=423 30 194 53 139 40 393 131 28 27 33 115 121 35 27 43 59 139 25 31 29 117 62 25 27 26 49 34 400 34 85
internal_value=-0.000153278 0.000185791 -3.61767e-05 0.000848903 -0.000559346 0.000131518 -0.00157311 0.00223107 0.00296714 0.00204301 -0.00017844 0.000647342 0.000897435 0.00185185 0.00108357 0.00156129 0.00065236 0.00188618 -0.000233011 0.000194029 -0.00046862 0.000590908 0.00393939 -0.000418368 -0.000157747 -0.000462007 -0.00140426 -0.00196241 0.00425641 1.42848e-05
internal_weight=2974 2551 2311 856 1455 871 584 240 212 185 806 413 155 475 336 309 232 122 298 267 238 87 65 381 354 328 93 531 77 279
internal_count=2974 2551 2311 856 1455 871 584 240 212 185 806 413 155 475 336 309 232 122 298 267 238 87 65 381 354 328 93 531 77 279
cat_boundaries=0 18 35 64 65 67 68 70 71
cat_threshold=268566528 0 1140850688 2624000 32 134217792 33554432 268435456 0 134225920 32768 256 268435584 0 0 0 1073741952 768 16385 129 0 0 0 8192 0 8192 0 48 0 0 16 0 0 0 16 1073741824 4 0 134217728 2147483648 1 0 0 0 0 0 0 10304 512 0 4096 0 0 0 10240 0 0 20971520 0 0 16384 0 0 524288 68347136 85088 34 84049920 32772 1024 36
is_linear=0
shrinkage=0.04


Tree=195
num_leaves=31
num_cat=10
split_feature=7 9 12 15 6 0 12 2 0 12 17 2 0 2 0 2 2 0 2 2 2 2 2 0 2 2 2 6 12 2
split_gain=1.01419 0.73501 0.568165 0.524056 0.642282 0.532078 0.484022 0.419293 0.401138 0.39365 0.485864 0.370089 0.852953 0.342347 0.341364 0.37657 0.396249 0.468788 0.52909 0.510583 0.328601 0.333179 0.277426 0.245655 0.237585 0.267498 0.220472 0.360345 0.248364 0.226632
threshold=0 1 2 3 4 35.850000000000009 5 35.500000000000007 45.425000000000004 6 7 9.5000000000000018 38.20000000000001 11.500000000000002 16.750000000000004 4.5000000000000009 272.00000000000006 36.400000000000006 8.5000000000000018 19.500000000000004 8.5000000000000018 37.500000000000007 647.00000000000011 39.07500000000001 30.500000000000004 20.500000000000004 151.50000000000003 8 9 3.5000000000000004
decision_type=9 9 9 9 9 10 9 10 8 9 9 8 10 8 10 8 10 10 10 10 8 10 10 10 8 10 8 9 9 10
left_child=2 3 13 4 6 -6 -2 11 9 10 -5 -3 -13 -1 -12 -16 17 -17 -19 -20 -8 -22 26 -15 25 -14 27 -11 -29 -30
right_child=1 7 -4 8 5 -7 20 -9 -10 22 14 12 24 23 15 16 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00038863460572332312 -0.0001741033117442646 2.5325071263603985e-05 -0.00049072497843553398 -0.00014272289932226411 0.0013051593746414649 0.00023539059487723426 0.0010588369354040811 -4.8818144538896062e-05 -0.0018843691211060979 -0.0001930361418673258 -0.00027422548478915826 -0.00023896502817828729 0.00072857184856335089 -0.00013922864605986379 -0.00063131633743766802 0.0059048030539726269 -3.2641857087807629e-05 0.0013940607029707189 -0.0012895937458929582 0.00016559510165501599 -0.0001119201409776411 0.00037011653404815079 7.0577424595596352e-05 0.0001174907569709601 0.0015389323349858277 -7.5590710444192001e-05 -0.000298779219426127 -0.00018320939099604892 0.00091819024502018702 1.8764873368637527e-06
leaf_weight=35 134 82 334 137 38 96 30 75 92 301 48 29 79 28 43 33 30 37 35 67 64 67 44 53 37 27 146 222 38 439
leaf_count=35 134 82 334 137 38 96 30 75 92 301 48 29 79 28 43 33 30 37 35 67 64 67 44 53 37 27 146 222 38 439
internal_value=-0.00027388 4.83666e-05 -0.00199566 -0.000224908 0.00100909 0.0032 -6.53604e-05 0.00177647 -0.000538596 -0.000394819 0.00063492 0.00260392 0.00365318 0.000440944 0.00153947 0.00219512 0.00291626 0.00365318 0.0026 0.00108738 0.00137209 0.000575757 -0.000766029 0.00190244 0.00491667 0.00388785 -0.000892765 -0.000679322 -0.000163381 0.000352458
internal_weight=2920 2470 450 2141 429 134 295 329 1712 1620 430 254 172 116 293 245 202 172 139 102 161 131 1190 81 143 106 1146 1000 699 477
internal_count=2920 2470 450 2141 429 134 295 329 1712 1620 430 254 172 116 293 245 202 172 139 102 161 131 1190 81 143 106 1146 1000 699 477
cat_boundaries=0 18 20 21 22 23 25 26 27 28 29
cat_threshold=2 0 1677721600 524288 0 64 33554432 0 2048 134225920 8224 384 144 268435456 0 0 1073741824 256 256 30740 34880 2284322816 200 17866784 32 17825794 10 212 155904
is_linear=0
shrinkage=0.04


Tree=196
num_leaves=31
num_cat=15
split_feature=7 7 12 12 15 0 4 10 9 4 6 12 4 7 7 3 12 0 3 3 0 3 17 13 1 15 0 1 3 3
split_gain=1.29546 0.671752 0.621351 0.461861 0.38311 0.382565 0.379128 0.531224 0.568495 0.535255 0.459306 0.333279 0.346074 0.297724 0.273988 0.269992 0.265312 0.25717 0.254763 0.248233 0.232065 0.225068 0.208083 0.452904 0.39933 0.275052 0.235727 0.199478 0.189819 0.183498
threshold=0 1 2 3 4 40.250000000000007 62.500000000000007 5 6 9300.0000000000018 7 8 7729560000.000001 9 10 1998.5000000000002 11 33.175000000000004 2001.5000000000002 1980.5000000000002 39.07500000000001 2021.5000000000002 12 13 4.5000000000000009 14 15.500000000000002 4.5000000000000009 2014.5000000000002 2007.5000000000002
decision_type=9 9 9 9 9 10 8 9 9 10 9 9 8 9 9 10 9 8 10 10 10 8 9 9 10 9 8 10 10 8
left_child=11 3 4 -2 29 15 -4 -8 9 16 20 14 -13 27 -1 -5 -9 -15 19 22 -10 -22 -18 25 -25 -24 -26 -14 -20 -3
right_child=1 2 6 5 -6 -7 7 8 10 -11 -12 12 13 17 -16 -17 18 -19 28 -21 21 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-1.8776688586605546e-05 -1.6212049455650214e-05 -0.00030401814270107944 0.00033954988401270708 0.00052819018550387333 -0.00030862683202597432 -4.3094324615552962e-05 -0.00026313788647701737 -0.00016021618269783437 1.9258521641178326e-05 -0.0002418148511286615 1.4953483946502881e-05 -0.002928033080803495 -4.0092862583122986e-05 -0.0011460308136089115 -0.00024437712461946085 0.00028989488873494221 -1.1717205718808337e-06 -2.4880506164929915e-05 -0.0011416855879432355 0.00016705872427012449 0.0022804312421523831 0.0010602919350923821 -0.00015843168902429663 -0.0003974254868953099 0.00076611359373778183 5.829953075416776e-05 0.00019932603553212886 0.00026724629872776232 0.00010968544686321687 6.858364010316947e-06
leaf_weight=113 100 49 25 94 233 38 100 119 37 45 103 39 43 38 315 33 148 102 70 45 27 78 201 29 28 138 113 60 68 288
leaf_count=113 100 49 25 94 233 38 100 119 37 45 103 39 43 38 315 33 148 102 70 45 27 78 201 29 28 138 113 60 68 288
internal_value=-8.08229e-05 0.000398197 0.000135037 0.00224638 -0.000963856 0.00352273 0.000594945 0.000506666 0.000733332 0.000299506 0.00242187 -0.0015534 -0.000436861 0.000114753 -0.00225968 0.00478125 0.000504166 -0.0010596 0.000752055 0.0010697 0.00386928 0.00509434 0.0008693 0.00123846 0.00287293 0.000354285 0.00391549 0.00164912 -0.000805756 -8.04607e-05
internal_weight=2919 2209 1944 265 570 165 1374 1349 1249 1004 245 710 282 243 428 127 959 140 840 702 142 105 657 509 170 339 141 103 138 337
internal_count=2919 2209 1944 265 570 165 1374 1349 1249 1004 245 710 282 243 428 127 959 140 840 702 142 105 657 509 170 339 141 103 138 337
cat_boundaries=0 18 35 37 38 39 40 42 43 45 62 72 73 74 75 76
cat_threshold=0 0 1075060736 2624004 34 134225920 0 268435456 65536 8224 40992 384 16 0 0 0 4224 33024 268435458 145 0 8192 65536 64 0 8192 0 16 0 0 0 0 0 0 1073741840 16852000 2 1150016 201326592 17 0 22576 138 67331074 32 0 0 0 0 2 0 0 0 65536 0 0 384 0 0 0 0 4096 0 0 1074790400 4 32 0 0 0 0 32 32768 14 10 68157440
is_linear=0
shrinkage=0.04


Tree=197
num_leaves=31
num_cat=9
split_feature=7 2 2 1 7 1 4 12 17 5 3 3 2 6 3 13 2 2 1 16 12 3 2 3 2 2 2 2 2 16
split_gain=1.94068 1.24134 0.835717 1.21912 0.726708 0.419466 0.356969 0.34141 0.671665 0.564802 0.399508 0.291152 0.317001 0.316354 0.338382 0.42654 0.388903 0.270751 0.259242 0.255906 0.225844 0.211738 0.362799 0.207005 0.182262 0.350751 0.18282 0.226805 0.725614 0.169156
threshold=0 4.5000000000000009 47.500000000000007 3.5000000000000004 1 4.5000000000000009 1104.0000000000002 2 3 1.0000000180025095e-35 2007.5000000000002 2018.5000000000002 90.500000000000014 4 2005.5000000000002 5 22.500000000000004 277.00000000000006 5.5000000000000009 6 7 2013.5000000000002 15.500000000000002 1995.5000000000002 108.50000000000001 199.50000000000003 75.500000000000014 30.500000000000004 39.500000000000007 8
decision_type=9 10 10 10 9 10 8 9 9 10 10 10 8 9 8 9 10 8 10 1 9 10 10 10 10 10 10 10 10 1
left_child=1 -1 3 -3 -2 -4 -7 8 -6 11 23 12 13 -10 -15 20 19 -14 -8 -17 -16 -12 -23 24 26 -26 27 -9 -29 -5
right_child=4 2 5 29 7 6 18 10 9 -11 21 -13 17 14 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00033765363965548406 -0.00012950548510642549 0.00028830273309879141 -0.00050962282817948695 0.00032734970425174085 -0.00017471832053206563 7.5420770290710008e-05 4.6459761723622983e-05 -0.00024653541970474528 -0.00067986709787914025 0.00013954016329885397 0.001331806702095239 -0.00022126757310020624 -0.00041135198251392261 0.00056162431452460259 -0.0001347030308981256 0.00014778408386191839 0.0005686061654608612 4.9891901779282507e-05 -0.0029176852064710986 -0.0022753734966013436 5.521291912334302e-05 0.00014852584363064783 -0.0020682273675263958 -0.00046211795330445887 0.0012355152673351945 -9.2547402534253238e-05 -0.00093198845123493345 0.0013616077523134014 -0.00033960558009835172 0.0001654130301660578
leaf_weight=71 322 26 26 160 287 29 84 546 100 51 36 69 73 29 117 55 70 102 30 25 190 46 25 47 30 26 67 41 136 46
leaf_count=71 322 26 26 160 287 29 84 546 100 51 36 69 73 29 117 55 70 102 30 25 190 46 25 47 30 26 67 41 136 46
internal_value=-0.000353697 0.00197101 0.00287562 0.00442918 -0.000799681 0.000729411 0.00158333 -0.000528684 -6.10696e-05 0.000488788 -0.00106825 0.000240673 0.000467191 0.000913117 0.00131992 0.00107423 0.00273292 -0.00102273 0.000556521 0.000987653 0.000163521 0.00122222 -5.55565e-05 -0.00135571 -0.00120897 0.000982455 -0.00136536 -0.0011768 6.74148e-05 0.00336232
internal_weight=2962 472 401 232 2490 169 143 2168 1168 881 1000 830 761 586 486 457 150 175 114 80 307 107 71 893 846 56 790 723 177 206
internal_count=2962 472 401 232 2490 169 143 2168 1168 881 1000 830 761 586 486 457 150 175 114 80 307 107 71 893 846 56 790 723 177 206
cat_boundaries=0 17 35 37 38 39 40 41 43 44
cat_threshold=147456 129 33554432 128 2 0 0 536879104 2048 268435504 0 0 0 0 0 0 4240 2 268435456 1056768 2097664 524288 134219840 0 0 0 0 32 448 144 268435456 0 32 0 256 84019522 32 10 20 10 2 67239936 32 2
is_linear=0
shrinkage=0.04


Tree=198
num_leaves=31
num_cat=11
split_feature=8 9 8 12 12 6 2 3 4 12 11 3 2 6 2 2 2 4 15 4 4 2 2 2 2 2 12 2 2 3
split_gain=0.803703 0.696217 0.553915 0.493578 0.439896 0.421063 0.757347 0.653333 0.418638 0.414754 0.690008 0.43639 0.86142 0.414246 0.550083 0.835321 0.54324 0.59265 0.506135 0.557193 0.478077 0.50967 0.384406 0.362266 0.350725 0.417681 0.320564 0.307486 0.275768 0.263142
threshold=0 1 2 3 4 5 4.5000000000000009 2017.5000000000002 8.0000000000000018 6 7 2007.5000000000002 6.5000000000000009 8 22.500000000000004 37.500000000000007 12.500000000000002 4.0000000000000009 9 1.0000000180025095e-35 152.50000000000003 67.500000000000014 3.5000000000000004 14.500000000000002 11.500000000000002 7.5000000000000009 10 13.500000000000002 6.5000000000000009 2015.5000000000002
decision_type=9 9 9 9 9 9 10 8 10 9 9 10 10 9 10 10 8 10 9 10 10 10 10 10 8 10 9 8 10 10
left_child=26 4 3 -3 -2 24 -7 -8 22 10 28 13 -13 14 16 -16 -11 -18 -15 27 21 -17 -5 -24 25 -6 -1 -20 -4 -14
right_child=1 2 9 8 5 6 7 -9 -10 11 -12 12 29 18 15 20 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.9858527436748364e-05 -0.00014520403323110367 -0.00030132347714913183 0.00086824344858769378 -0.00073952694423699622 -5.7764187230217649e-05 0.00053770578762539132 0.00051914344156074848 -0.00031766913938668635 -0.0013556702792447155 0.00032955450042360151 -0.00024651439593504894 -0.00055556803148003699 0.00095104237659458877 -7.65607189243037e-05 0.0016918693262107244 -0.00092495242600679043 -0.00020483512981942626 0.0006510098336705417 0.00051191802877867561 -0.00014788944644333156 -0.00012117076937662671 0.0015390824548526527 0.00087058246086316161 5.0606218688287812e-05 -0.00012693424353089482 9.707424791217893e-05 -0.00042125094443026242 3.6763938410752899e-05 0.00015799048254522667 0.00021825144210520139
leaf_weight=283 243 207 29 37 58 51 30 157 31 55 184 28 48 254 31 25 74 31 39 32 25 55 34 237 159 27 250 101 102 54
leaf_count=283 243 207 29 37 58 51 30 157 31 55 184 28 48 254 31 25 74 31 39 32 25 55 34 237 159 27 250 101 102 54
internal_value=-0.000176313 0.000133931 0.000573085 -0.000473969 -0.00089674 -0.0001785 0.000995983 -0.000148937 0.000468571 0.00106282 -0.00018405 0.00152028 0.00366412 0.00115076 0.0022671 0.00420438 0.000745341 -0.000943397 0.000311212 0.0019235 0.00245283 0.00395062 0.000932038 0.00145588 -0.00131765 0.000697673 -0.00156618 0.00312057 0.00194366 0.00535922
internal_weight=2971 2438 1713 546 725 482 238 187 339 1167 315 852 130 722 296 136 160 105 426 172 105 80 308 271 244 85 533 140 131 102
internal_count=2971 2438 1713 546 725 482 238 187 339 1167 315 852 130 722 296 136 160 105 426 172 105 80 308 271 244 85 533 140 131 102
cat_boundaries=0 30 32 55 56 57 58 59 60 61 62 64
cat_threshold=268435456 0 4 0 65536 0 262144 0 0 0 0 4 2048 1048576 0 0 0 0 33554432 8192 2147483776 0 0 8 0 32768 4 0 524416 12288 129 12340 16 2056 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 4096 0 0 0 16777216 67216448 1254464 134 1248288 32772 136 67108864 67306754 32
is_linear=0
shrinkage=0.04


Tree=199
num_leaves=31
num_cat=13
split_feature=7 7 8 12 2 0 2 13 2 2 12 9 0 18 2 17 0 9 6 2 2 2 0 2 2 0 6 2 13 1
split_gain=1.30363 0.965099 1.06523 0.668587 0.620663 0.499679 0.553281 0.473086 0.411238 0.387591 0.381642 0.340338 0.335411 0.29358 0.278038 0.331241 0.455818 0.686021 0.382256 0.400845 0.257838 0.359354 0.255541 0.254394 0.253556 0.413566 0.246411 0.290331 0.212259 0.35606
threshold=0 1 2 3 50.500000000000007 27.750000000000004 59.500000000000007 4 11.500000000000002 22.500000000000004 5 6 44.07500000000001 7 2.5000000000000004 8 40.250000000000007 9 10 7.5000000000000009 17.500000000000004 7.5000000000000009 45.425000000000004 75.500000000000014 28480.000000000004 39.07500000000001 11 17.500000000000004 12 4.5000000000000009
decision_type=9 9 9 9 8 10 8 9 10 10 9 9 10 9 8 9 8 9 9 8 8 10 8 10 8 10 9 8 9 10
left_child=4 24 3 -3 9 -5 8 11 -7 -1 26 -4 23 -8 -12 -16 17 20 -19 -20 21 -17 -18 -6 -2 -26 27 -9 -28 -30
right_child=1 2 7 5 12 6 13 10 -10 -11 14 -13 -14 -15 15 16 22 18 19 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.00022166959356979189 -0.0001227435092903356 -0.0001861901956895742 -0.00010411140967930092 -0.00059809929422901999 -0.00019806310140096386 0.00016525131930025043 0.00061351162049521138 0.00044004084160729681 1.5945544415847799e-05 0.0010763329096520075 -0.00016955558991183243 -0.00028705348353349537 -0.00042504148212478348 0.00024658594990576831 -8.1462112446233342e-05 0.00119404962954904 0.00038712285403485168 -0.00024455681510990849 0.0010783457998907637 -5.6827093518007125e-06 6.4015950887723124e-05 -6.8974867325702124e-05 1.4731415915141302e-05 1.6062587043385809e-05 0.0010721533881926316 -0.00018067201695600422 -0.00025300823980319535 -0.00069305041139288033 -0.00036494288606844333 0.0013322100810568417
leaf_weight=85 345 115 405 25 35 51 26 70 112 36 65 204 35 32 111 26 50 127 44 260 49 30 26 39 25 50 284 52 73 48
leaf_count=85 345 115 405 25 35 51 26 70 112 36 65 204 35 32 111 26 50 127 44 260 49 30 26 39 25 50 284 52 73 48
internal_value=-0.000333788 -0.000581739 -0.000252614 0.00170968 0.00248963 0.00286381 0.00358558 -0.000628425 0.00236585 0.00455738 -0.000196079 -0.00154194 0.000399999 0.00691525 0.00036045 0.000591159 0.00095024 0.000551209 -0.000190046 0.000584126 0.00327586 0.00168421 0.00384415 0.00192 -0.00232019 -0.000263159 -0.00101859 0.000541353 -0.00149039 -3.03039e-05
internal_weight=2935 2705 2285 361 230 246 221 1924 163 121 1315 609 109 58 788 723 612 536 431 304 105 56 76 74 420 75 527 122 405 121
internal_count=2935 2705 2285 361 230 246 221 1924 163 121 1315 609 109 58 788 723 612 536 431 304 105 56 76 74 420 75 527 122 405 121
cat_boundaries=0 17 34 61 63 64 65 67 68 69 71 72 73 74
cat_threshold=0 129 33554432 8192 0 0 0 8192 33554432 16 0 0 0 0 0 0 4224 268435456 16 1074012160 2560 32 8192 0 805306368 0 134225920 40960 384 128 268435456 0 32 1073741840 0 2048 0 0 2147483648 1 0 2147483648 0 32768 0 2048 10240 0 268435456 4096 0 0 4096 0 256 0 0 0 0 16384 64 1180704 32 4 1304576 0 10400 4 38 1 20480 22 274 2
is_linear=0
shrinkage=0.04


Tree=200
num_leaves=31
num_cat=12
split_feature=8 4 4 8 14 12 0 3 9 12 3 8 0 12 0 15 0 0 3 3 12 1 1 13 3 9 0 1 3 3
split_gain=0.885027 0.480371 0.72442 0.48425 0.447568 0.420268 0.387409 0.338364 0.429776 0.440839 0.657452 0.318045 0.784857 0.480728 0.350276 0.310537 0.306055 0.295562 0.276434 0.665864 0.266257 0.47557 0.470208 0.24837 0.195331 0.20943 0.181902 0.181868 0.176072 0.138228
threshold=0 8400.0000000000018 1188.0000000000002 1 2 3 42.250000000000007 1999.5000000000002 4 5 2010.5000000000002 6 29.500000000000004 7 15.500000000000002 8 35.850000000000009 40.250000000000007 1999.5000000000002 2012.5000000000002 9 5.5000000000000009 5.5000000000000009 10 2018.5000000000002 11 39.07500000000001 5.5000000000000009 2012.5000000000002 2001.5000000000002
decision_type=9 10 10 9 9 9 10 8 9 9 10 9 10 9 10 9 10 10 8 8 9 8 8 9 10 9 10 8 8 10
left_child=6 2 3 27 16 7 18 -6 11 10 -10 12 14 26 -9 -7 -5 23 -1 -20 22 -22 -21 -15 25 -17 -13 -2 -27 -25
right_child=1 -3 -4 4 5 15 -8 8 9 -11 -12 13 -14 17 -16 24 -18 -19 19 20 21 -23 -24 29 -26 28 -28 -29 -30 -31
leaf_value=-0.00025921251701786302 -0.0002974359816147401 -3.6731823952109725e-05 0.000848014069584449 0.00017774262346430608 0.00016155602689212821 8.8007149626539189e-06 -0.00012712636990258982 0.00023076241524137831 -6.136294780202717e-05 -0.00027003901135157145 0.0023811678532663742 -0.0018523837910960636 0.00068612234047021664 -6.5684515656090983e-06 -6.772120333065598e-05 -3.5680947694080692e-05 2.1423975609510267e-05 -0.0021753573005368542 0.0012273713046050004 1.9715591784063397e-05 9.4059465920814722e-05 0.00020421925444626731 -0.00055249529741639583 0.00082253366128124034 1.231840509006885e-05 -0.00016160259167615832 -4.4516365751066768e-05 -9.1663824963891639e-05 -0.00039772066536475028 0.00014463040254723039
leaf_weight=34 203 193 54 28 64 185 44 145 114 143 29 60 58 149 75 111 73 47 30 73 119 69 47 70 28 90 81 52 447 36
leaf_count=34 203 193 54 28 64 185 44 145 114 143 29 60 58 149 75 111 73 47 30 73 119 69 47 70 28 90 81 52 447 36
internal_value=-0.000340109 -0.000620582 -0.000464363 -0.000573177 -0.000358122 -0.0004982 0.00134895 3.32708e-05 -0.000146826 -0.00142761 0.000181817 0.000377048 0.00141176 -0.00029075 0.00036199 -0.00115138 0.00210714 0.000613418 0.00180161 0.00214749 0.00157929 0.00245226 -8.73595e-10 0.00117187 -0.00154876 -0.00171341 -0.00213158 -0.00218045 -0.0020219 0.00252991
internal_weight=2951 2535 2342 2288 2033 1932 416 1071 1007 286 143 721 278 443 220 861 101 302 372 338 308 188 120 255 676 648 141 255 537 106
internal_count=2951 2535 2342 2288 2033 1932 416 1071 1007 286 143 721 278 443 220 861 101 302 372 338 308 188 120 255 676 648 141 255 537 106
cat_boundaries=0 27 57 58 60 62 63 92 94 95 96 97 99
cat_threshold=1073741840 6 0 0 2147549184 0 0 0 0 32768 0 0 10240 0 268435456 4096 0 0 0 10240 0 0 0 8 0 16384 64 268435456 0 4 0 0 0 0 2147483648 1 0 0 131072 0 512 0 0 0 0 33558528 0 0 0 4194304 0 0 0 0 0 0 8192 131201 84936802 32 1073741825 6160 34 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 256 0 16777216 0 0 0 0 0 524288 2080 32 2283798528 1056834 10 0 4100
is_linear=0
shrinkage=0.04


Tree=201
num_leaves=31
num_cat=7
split_feature=7 7 9 0 3 2 15 2 2 6 2 9 2 2 3 5 0 3 6 3 0 0 2 2 3 2 5 2 5 1
split_gain=0.949667 0.668757 0.760635 0.534288 0.533472 0.447495 0.442777 0.465544 0.549144 0.42012 0.33862 0.337569 0.777741 0.299198 0.258918 0.255201 0.235978 0.234409 0.278306 0.448874 0.280993 0.229982 0.205312 0.319176 0.202855 0.202117 0.271928 0.247407 0.201124 0.197992
threshold=0 1 2 44.07500000000001 2017.5000000000002 5.5000000000000009 3 30.500000000000004 65.500000000000014 4 510.50000000000006 5 332.00000000000006 298.50000000000006 2020.5000000000002 1.5000000000000002 44.07500000000001 2003.5000000000002 6 1994.5000000000002 14.500000000000002 42.710000000000008 20.500000000000004 3.5000000000000004 2003.5000000000002 24.500000000000004 1.5000000000000002 63.500000000000007 1.5000000000000002 5.5000000000000009
decision_type=9 9 9 10 8 10 9 8 10 9 10 9 10 8 10 8 10 10 9 10 10 10 10 8 10 10 10 10 8 8
left_child=-1 3 6 11 -4 15 7 16 -9 25 14 12 24 29 17 -6 -3 18 22 20 -20 28 23 -8 -2 26 -7 -27 -11 -13
right_child=1 2 4 -5 5 9 10 8 -10 21 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0001326174312631372 0.00073869773388109659 0.00037512891434888395 0.00091331195309563972 -7.4679896060688967e-05 1.670970867182391e-05 5.7201103859869689e-05 0.00011631494979087956 -0.00019162716476884799 0.00070676372453437988 -9.3191040859311143e-06 0.00019625856372963105 -6.6488293823888632e-05 -2.7744956899132249e-05 2.7202771405843891e-05 4.6563093142640446e-05 0.00051343103944711675 -8.5560333331675454e-05 -0.0007421872971334261 -0.0052002307847148566 0.00084976190174087293 -3.2280183555005453e-05 5.5479212584135755e-05 -2.5892156151868819e-05 -0.00052190527678233753 5.5933033742850265e-05 -0.0037443000935100603 0.001191522516295118 1.7096906069979289e-05 -0.00031827621596200196 1.118692307655658e-05
leaf_weight=334 107 59 31 49 46 26 33 66 31 59 26 89 44 29 38 84 28 211 40 35 907 44 133 159 33 27 31 29 106 31
leaf_count=334 107 59 31 49 46 26 33 66 31 59 26 89 44 29 38 84 28 211 40 35 907 44 133 159 33 27 31 29 106 31
internal_value=-0.000276468 -1.6655e-05 -0.000281417 0.00150636 0.00110931 0.000777041 -0.000666292 0.00114872 -0.000693878 -2.47688e-05 -0.000883868 0.00211976 0.0032 0.000524999 -0.000965961 0.00274809 0.00331818 -0.00104806 -0.000847096 -0.000491441 -0.000662448 -0.00107273 -0.00184524 -0.00273575 0.00482269 0.00183871 0.00365517 0.000280701 -0.00180723 -0.000330579
internal_weight=2965 2631 2249 382 483 452 1766 184 97 322 1582 333 184 149 1556 130 87 1518 1307 982 947 209 325 192 140 113 57 56 165 120
internal_count=2965 2631 2249 382 483 452 1766 184 97 322 1582 333 184 149 1556 130 87 1518 1307 982 947 209 325 192 140 113 57 56 165 120
cat_boundaries=0 18 35 37 38 39 41 42
cat_threshold=16384 268435456 1610612736 2564 32 0 0 268435456 0 134217760 0 256 128 268435456 0 0 0 256 268435459 129 33554432 2105344 0 134217728 0 536879104 2048 0 0 0 0 0 0 0 16 128 18484 136839168 256 0 6144 400
is_linear=0
shrinkage=0.04


Tree=202
num_leaves=31
num_cat=13
split_feature=7 8 7 10 8 4 4 12 7 15 0 12 13 15 3 0 0 3 5 15 0 0 0 0 0 4 12 0 4 3
split_gain=1.12825 0.65185 0.635855 0.488195 0.515953 0.413484 0.812793 0.405813 0.421014 0.367296 0.355679 0.417256 0.556552 0.373442 0.343692 0.300468 0.285758 0.278403 0.25038 0.245197 0.505064 0.336778 0.240125 0.489096 0.238547 0.231291 0.192081 0.377293 0.188701 0.166645
threshold=0 1 2 3 4 9300.0000000000018 850.00000000000011 5 6 7 48.175000000000004 8 9 10 2003.5000000000002 39.07500000000001 40.250000000000007 2015.5000000000002 1.0000000180025095e-35 11 35.850000000000009 23.500000000000004 38.20000000000001 16.750000000000004 38.57500000000001 972430000.00000012 12 33.175000000000004 963180000.00000012 2007.5000000000002
decision_type=9 9 9 9 9 10 10 9 9 9 8 9 9 9 8 10 10 10 10 9 10 10 10 10 10 8 9 10 8 8
left_child=7 9 16 -4 -5 6 10 22 25 -2 11 17 14 24 -13 -16 -3 18 19 -6 21 -21 23 -1 -14 -9 27 -27 -11 -26
right_child=1 2 3 4 5 -7 -8 8 -10 28 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-2.6775588593693821e-05 -0.00034397493186971294 0.0002922770012110494 -0.00029098371760186338 0.00017217410098389432 -5.4076926332672422e-05 -7.2998705032292999e-05 0.0031828141344879997 -0.0034719957945362275 -0.00077064995176674711 -0.00047269882776879038 -0.0027186241557644198 -0.0014800035797224937 0.0027840489937458065 5.5153260431080095e-08 -0.00093264075223246879 0.00011602522541060724 -1.3316405875616623e-06 -0.0018082136590981497 -0.0014822997502754009 0.0001922746300624612 0.0011911826613351861 -0.0013883559864210191 -0.00010322736514413894 0.0012210647616838861 0.00049872393206572318 0.00089115649747742985 -0.00015136846806681071 -2.219430120565935e-05 2.6532710698221589e-05 0.00010231072418867503
leaf_weight=40 187 101 156 103 231 53 34 45 242 48 32 35 50 133 134 237 38 38 29 68 39 28 50 33 47 43 240 119 158 141
leaf_count=40 187 101 156 103 231 53 34 45 242 48 32 35 50 133 134 237 38 38 29 68 39 28 50 33 47 43 240 119 158 141
internal_value=-0.000357314 0.000131393 0.000467203 0.000230143 0.000465696 0.00024179 0.000388409 -0.00161361 -0.00199429 -0.00131683 0.000218824 0.000330305 0.000878172 0.00197906 -0.000153478 0.0002043 0.00296 -0.000657659 -0.000353536 -6.5396e-05 0.00123288 -0.000247424 0.000507462 0.002 0.00292369 -0.00119651 -0.000913152 0.00018497 -0.0001106 0.00237037
internal_weight=2932 2120 1727 1588 1432 1329 1276 812 689 393 1242 1210 777 371 406 371 139 433 395 366 135 96 123 73 238 447 402 162 206 188
internal_count=2932 2120 1727 1588 1432 1329 1276 812 689 393 1242 1210 777 371 406 371 139 433 395 366 135 96 123 73 238 447 402 162 206 188
cat_boundaries=0 18 45 62 63 92 93 107 108 110 111 112 113 114
cat_threshold=268435456 16 604241920 786948 32 0 33685504 268435456 33554432 134225952 32800 384 144 268435456 0 0 16 256 0 4 4 0 0 0 0 2147483648 0 0 0 4 2048 1049088 0 0 0 0 4096 0 256 0 4194304 8 0 0 64 131072 129 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 4096 17 0 0 0 0 8192 0 0 0 0 0 0 131072 0 0 0 4096 0 0 0 2048 0 0 0 0 0 16384 0 0 524288 18688 268435456 16 603979776 524288 32 0 131072 0 33554432 134217728 0 128 16 268435456 201326592 83913728 34 2 201326592 75497472 1048674
is_linear=0
shrinkage=0.04


Tree=203
num_leaves=31
num_cat=9
split_feature=8 15 4 2 12 2 2 8 4 4 2 11 1 6 2 17 2 2 2 12 0 0 4 2 2 2 0 1 1 12
split_gain=0.856535 0.718091 0.554651 0.594381 0.52021 0.500179 0.546438 0.344948 0.378502 0.422544 0.344471 0.301157 0.458039 0.578552 0.404174 0.316391 0.278648 0.33298 0.259148 0.282809 0.230408 0.471886 0.39331 0.349279 0.652177 0.239773 0.351976 0.234945 0.211963 0.258152
threshold=0 1 680725000.00000012 5.5000000000000009 2 54.500000000000007 4.5000000000000009 3 101.00000000000001 950.00000000000011 7.5000000000000009 4 5.5000000000000009 5 7.5000000000000009 6 47.500000000000007 9.5000000000000018 8.5000000000000018 7 42.960000000000008 42.250000000000007 208770000.00000003 63.500000000000007 39.500000000000007 85.500000000000014 29.500000000000004 4.5000000000000009 4.5000000000000009 8
decision_type=9 9 10 10 9 10 8 9 8 8 10 9 10 9 10 9 10 8 8 9 8 10 10 8 10 8 10 10 8 9
left_child=28 2 3 -2 5 6 -3 -6 -9 -10 -8 12 13 16 -15 -13 17 -11 -17 -20 21 22 23 24 -21 -25 -27 -28 -1 -30
right_child=1 4 -4 -5 7 -7 10 8 9 11 -12 15 -14 14 -16 18 -18 -19 19 20 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.00021289513849735139 3.4196355196058903e-06 -0.00053839325839399107 -9.3888469736214965e-05 0.0032088933058273678 8.7835720022410809e-05 -0.0004102474885462541 0.0025412790472416538 0.00036626634294350396 -0.0012796566563624888 4.319188195775886e-05 5.2308233669195797e-05 -0.00096151784257789488 0.00012661411406971514 -0.00031746092774130564 0.00045688835471000547 -0.00055060287889816114 1.4503045424612365e-05 -0.00094779404803611302 -0.00040256680417030395 1.9886337081319223e-05 -0.00097901480607162725 0.00019554941397761059 -3.5680226380918613e-06 0.00031208868187127805 -0.00048480962515496246 -0.00064578378156808058 4.4144075210198186e-05 0.00026525591555535841 -2.2515099368537914e-05 -0.00015747387656468121
leaf_weight=30 36 31 37 37 101 78 33 45 80 106 172 123 103 51 161 139 113 225 104 278 41 25 40 38 106 45 78 43 238 196
leaf_count=30 36 31 37 37 101 78 33 45 80 106 172 123 103 51 161 139 113 225 104 278 41 25 40 38 106 45 78 43 238 196
internal_value=-0.000331289 -3.06461e-05 0.00297521 0.00524324 -0.000183967 0.00130461 0.0022616 -0.000418289 -0.000540154 -0.000629475 0.00300971 -0.000503298 0.00010909 -0.000280062 0.0013991 -0.000933708 -0.00109011 -0.0016988 -0.000662448 -0.000390489 -7.94336e-05 0.000103975 -0.000114468 0.000149405 -0.00056104 0.00148293 0.00081437 0.00193443 -0.00188632 -0.00215173
internal_weight=2933 2469 110 73 2359 314 236 2045 1944 1899 205 1819 759 656 212 1060 444 331 937 798 694 653 628 588 384 204 166 121 464 434
internal_count=2933 2469 110 73 2359 314 236 2045 1944 1899 205 1819 759 656 212 1060 444 331 937 798 694 653 628 588 384 204 166 121 464 434
cat_boundaries=0 30 31 32 59 61 62 63 64 66
cat_threshold=1342177296 2056 4 0 0 1 0 0 0 0 0 2052 0 1048576 0 0 0 0 33558528 0 2147483648 0 4194304 8 0 32768 0 0 0 12288 134742016 84017184 0 4 0 0 65536 0 0 0 0 32768 0 131072 0 0 0 0 0 0 0 0 0 0 0 0 0 0 64 16388 512 396 6 9216 52226 32
is_linear=0
shrinkage=0.04


Tree=204
num_leaves=31
num_cat=10
split_feature=7 8 2 2 8 7 2 3 12 2 4 0 2 2 9 4 2 9 1 0 2 2 0 3 0 17 6 2 12 2
split_gain=1.47984 0.993776 0.725965 1.20126 0.549358 0.624477 0.621658 0.455635 0.369256 0.339436 0.379342 0.30697 0.300361 0.293703 0.292109 0.734276 0.291993 0.532568 0.275702 0.356709 0.41085 0.270123 0.257789 0.23321 0.233336 0.294111 0.405305 0.568993 0.283884 0.257137
threshold=0 1 321.00000000000006 492.00000000000006 2 3 14.500000000000002 2010.5000000000002 4 59.500000000000007 1868495000.0000002 38.20000000000001 56.500000000000007 80.500000000000014 5 8.0000000000000018 13.500000000000002 6 2.5000000000000004 23.500000000000004 7.5000000000000009 19.500000000000004 31.500000000000004 1988.5000000000002 14.500000000000002 7 8 16.500000000000004 9 3.5000000000000004
decision_type=9 9 10 10 9 9 10 8 9 8 8 10 10 10 9 10 10 9 10 10 8 10 8 10 8 9 9 10 9 10
left_child=-1 14 4 -4 6 -6 -3 -8 9 23 -11 22 21 -13 15 -2 17 -10 -19 -20 -21 -9 -12 24 -7 -26 28 -28 -27 -30
right_child=1 2 3 -5 5 8 7 12 16 10 11 13 -14 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-6.3699856479054224e-05 0.0012277407509508214 -2.160440814721632e-06 0.0028027834739219062 7.195283587031592e-06 0.00027148176242631025 -0.0027964930169740009 -0.00017611244626038715 0.0012935338736405789 -0.00015870768846095256 -0.001053049803091269 4.3041123256925821e-06 0.00080987953150755867 4.750116706014906e-06 -1.8788096589603798e-05 -0.00047543304901945173 -0.0021640600285477325 -5.1016794184570362e-05 -0.00012745501142511956 0.0010744348248966946 -0.00024402945487855406 9.4535870449164938e-05 0.00098106757930893412 -0.0036332982533400786 -0.00095250050027868708 -4.9970272309165632e-05 -0.00022453264809816815 -7.1213450709025139e-05 0.0016320911761246748 -0.00038694573332491265 0.00011936237458099507
leaf_weight=386 64 112 26 65 107 35 25 27 101 27 68 75 28 50 307 42 446 60 42 64 79 44 27 163 148 108 87 40 29 75
leaf_count=386 64 112 26 65 107 35 25 27 101 27 68 75 28 50 307 42 446 60 42 64 79 44 27 163 148 108 87 40 29 75
internal_value=-0.000306965 4.49255e-05 0.000390963 0.00386956 0.00023791 -2.1725e-06 0.0020081 0.004032 -0.000193661 -0.000729587 0.000532257 0.00108597 0.00524 0.00238095 -0.00172642 0.000136751 0.000438355 0.00131412 0.00226562 0.00311828 0.00213889 0.00661111 -0.000625001 -0.00119534 -0.000780116 -0.000549181 0.000125713 0.00182609 -0.000932736 0.000556521
internal_weight=2957 2571 2158 91 2067 1831 236 124 1724 932 247 220 99 125 413 106 792 346 245 185 143 71 95 685 522 487 339 127 212 104
internal_count=2957 2571 2158 91 2067 1831 236 124 1724 932 247 220 99 125 413 106 792 346 245 185 143 71 95 685 522 487 339 127 212 104
cat_boundaries=0 18 41 70 87 89 91 93 94 95 96
cat_threshold=0 128 0 2097668 32 8256 33554432 0 0 0 32 0 128 0 0 32 1073745920 384 1342177296 12 4 0 65536 0 262144 0 1 0 0 0 2048 0 0 0 0 0 0 0 128 0 4194304 0 2 0 0 2147483648 1 0 2147483648 0 32768 0 4 8192 0 0 0 0 0 0 0 0 0 0 0 0 268451840 0 0 524288 131074 1 0 0 0 0 0 0 0 48 0 0 0 0 0 0 16 1117506 2 256 4100 0 20516 10 268 1051904
is_linear=0
shrinkage=0.04


Tree=205
num_leaves=31
num_cat=7
split_feature=7 12 12 2 8 2 0 5 2 0 11 2 0 0 2 12 18 1 5 2 0 2 5 2 2 2 0 5 2 2
split_gain=1.53335 0.649262 0.51181 0.59125 0.554013 1.16152 0.640743 0.389116 0.427227 0.553622 0.391203 0.370807 0.308671 0.443858 0.503937 0.642601 0.649436 0.522872 0.449812 0.297244 0.382197 0.256579 0.326205 0.410931 0.216802 0.215152 0.213152 0.203338 0.215781 0.189485
threshold=0 1 2 3.5000000000000004 3 15.500000000000002 35.600000000000009 3.5000000000000004 13.500000000000002 15.500000000000002 4 70.500000000000014 48.175000000000004 47.750000000000007 5.5000000000000009 5 6 5.5000000000000009 1.5000000000000002 65.500000000000014 27.750000000000004 1425.0000000000002 2.5000000000000004 147.50000000000003 71.500000000000014 4.5000000000000009 39.07500000000001 1.5000000000000002 7.5000000000000009 46.500000000000007
decision_type=9 9 9 8 9 8 8 8 10 10 9 10 10 8 8 9 9 8 8 10 10 8 10 10 10 8 10 8 8 10
left_child=1 -1 4 26 5 -2 -6 -3 -9 24 -11 25 13 14 -8 16 -16 -18 -17 20 -7 22 23 -20 -10 -5 -4 -27 -29 -30
right_child=2 7 3 11 6 19 12 8 9 10 -12 -13 -14 -15 15 18 17 -19 21 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.00086507078823976503 -0.001365215984931997 -0.00013135797363878334 5.9363977037605769e-05 -0.00022201777684668626 -0.00053635043845544795 -8.05701250858288e-06 -0.00031701430820703412 4.4054027080488421e-05 0.00048381826397075677 -5.473433813356532e-06 -0.00030272583369101715 -0.00050597878772524747 -0.0025427777120290819 0.0003448537982405668 -0.0015887107309267409 -0.00058635999829214193 0.00021379880076456353 0.0019119404137623208 7.9028909510124972e-05 0.00045078124773514434 0.002273745522393707 0.00095238479436895117 0.0011608439673100809 -0.00026050835904594375 -0.00016454476980349013 0.00065956589097131732 0.00067358836033846136 8.7949235715886027e-05 -1.7928844685912458e-05 0.00092487157392520463
leaf_weight=432 27 58 40 27 130 34 126 221 106 123 159 136 47 33 26 49 131 26 307 35 33 40 27 34 26 44 29 46 337 42
leaf_count=432 27 58 40 27 130 34 126 221 106 123 159 136 47 33 26 49 131 26 307 35 33 40 27 34 26 44 29 46 337 42
internal_value=-0.00045157 -0.00160211 0.000272976 -0.000567417 0.000806451 0.00317143 0.000462005 -0.000812501 -0.000534592 -0.00129157 -0.00228975 -0.000960506 0.000868948 0.001055 0.000855279 0.00131045 0.00323711 0.00437975 0.000452991 0.00535922 0.00370588 0.000899755 0.000563685 0.000222221 0.000842104 -0.000450705 0.00291428 -0.000246809 -0.000516433 -0.00083158
internal_weight=2931 1125 1806 701 1105 129 976 693 635 414 282 632 846 799 766 640 183 157 457 102 67 408 368 341 132 496 69 469 425 379
internal_count=2931 1125 1806 701 1105 129 976 693 635 414 282 632 846 799 766 640 183 157 457 102 67 408 368 341 132 496 69 469 425 379
cat_boundaries=0 18 19 21 47 49 51 52
cat_threshold=131074 268435585 1073741824 2560 32 134225920 33685504 537001984 33554432 9248 8192 384 16 268435456 0 0 1073745920 384 17925408 84050242 32 0 4 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 4096 0 0 0 0 0 0 16777216 0 0 16384 16388 1024 67141632 32 4
is_linear=0
shrinkage=0.04


Tree=206
num_leaves=31
num_cat=14
split_feature=7 7 12 2 18 2 2 8 3 2 12 15 7 1 17 12 3 1 3 3 3 3 6 2 12 2 16 2 6 2
split_gain=1.39357 0.997132 0.710153 1.63018 1.65306 0.673128 1.13234 0.831203 0.419265 0.512804 0.425559 0.585069 0.555894 0.517179 0.492588 0.518466 0.486074 0.446191 0.424378 0.400997 0.387352 0.373743 0.353699 0.399022 0.721884 0.799704 0.439161 0.415268 0.285978 0.284947
threshold=0 1 2 352.00000000000006 3 69.500000000000014 63.500000000000007 4 2001.5000000000002 50.500000000000007 5 6 7 1.5000000000000002 8 9 2007.5000000000002 5.5000000000000009 2018.5000000000002 2018.5000000000002 1997.5000000000002 2011.5000000000002 10 8.5000000000000018 11 17.500000000000004 12 29.500000000000004 13 19.500000000000004
decision_type=9 9 9 8 9 10 10 9 8 10 9 9 9 10 9 9 10 8 10 8 10 8 9 8 9 10 1 10 9 10
left_child=2 -2 3 4 -1 6 7 -3 -9 10 11 -10 29 -14 17 18 -17 -13 28 -6 -4 -15 -23 -24 -25 26 -26 -27 -16 -12
right_child=1 5 20 -5 19 -7 -8 8 9 -11 12 14 13 21 15 16 -18 -19 -20 -21 -22 22 23 24 25 27 -28 -29 -30 -31
leaf_value=0.0021471448186507441 -0.00024350070150830954 -0.00067271907493346721 -0.00014968137097817424 -0.0013397531153409618 0.0011217641381147279 -7.2909127073841903e-05 0.0021537302645395166 8.0806552805298619e-05 -0.00046097426665661265 -0.00037950066867891227 0.00010094358035765242 -0.0015232769350540707 0.00098789799608262866 -0.0011160193157234153 5.1609685714403458e-05 -0.0010803861235470123 6.562822623440636e-05 8.6509511816610586e-05 -0.00066105942382136047 4.7361176930689503e-05 9.8590615203016906e-06 -0.00025712320290058864 -0.00011989184684029932 -9.139562752306994e-05 0.0021968550303317251 -0.0035151970044712457 0.0013122619167599187 0.0011005461650091869 0.00035968756844847262 0.00092404758783673328
leaf_weight=35 332 149 124 37 32 419 30 71 107 64 68 163 79 34 122 191 37 38 29 52 48 150 119 122 37 39 28 72 123 32
leaf_count=35 332 149 124 37 32 419 30 71 107 64 68 163 79 34 122 191 37 38 29 52 48 150 119 122 37 39 28 72 123 32
internal_value=-0.000151475 -0.000457615 0.00226549 0.00416766 0.0067 -0.000159384 0.000159579 3.41324e-05 0.000288017 0.000159516 0.000301696 -0.000341048 0.000960808 0.000520983 9.52372e-05 0.000764132 -0.000635984 -0.0015283 0.00190877 0.00357647 0.000393442 0.000126245 0.000373238 0.000962616 0.00176589 0.00329412 0.0069697 0.00139286 0.00252032 0.0036036
internal_weight=2983 2655 328 156 119 2323 1904 1874 1725 1654 1590 810 780 680 703 502 228 201 274 84 172 601 567 417 298 176 65 111 245 100
internal_count=2983 2655 328 156 119 2323 1904 1874 1725 1654 1590 810 780 680 703 502 228 201 274 84 172 601 567 417 298 176 65 111 245 100
cat_boundaries=0 17 35 36 37 64 65 66 83 84 85 86 88 89 90
cat_threshold=16384 268435457 33554432 0 32 0 0 8192 2048 268435504 0 0 16 0 0 0 4096 0 0 1140850688 2884096 524290 134217728 0 268435456 0 134217728 32 384 268435456 0 0 32 0 384 98306 4 268435456 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 2147483904 0 0 8 0 32768 64 67282978 2149580800 0 128 0 0 0 0 0 536870912 65536 0 0 0 0 0 0 0 1073741824 10 10242 400 17408 32 2 70
is_linear=0
shrinkage=0.04


Tree=207
num_leaves=31
num_cat=14
split_feature=7 8 7 8 4 11 12 12 2 12 2 2 12 2 2 2 5 12 8 2 1 2 12 6 12 1 2 2 1 2
split_gain=1.45824 1.1155 0.884558 0.600814 0.457335 0.477979 0.685264 0.445982 0.415092 0.793338 0.541466 0.505177 0.441156 0.460079 0.341465 0.336802 0.328383 0.320841 0.312643 0.422571 0.309158 0.256923 0.244528 0.220743 0.207743 0.441704 0.290005 0.197444 0.178735 0.171614
threshold=0 1 2 3 45.000000000000007 4 5 6 24.500000000000004 7 63.500000000000007 19.500000000000004 8 12.500000000000002 59.500000000000007 16.500000000000004 10.500000000000002 9 10 194.50000000000003 3.5000000000000004 12.500000000000002 11 12 13 5.5000000000000009 10.500000000000002 15.500000000000002 4.5000000000000009 100.50000000000001
decision_type=9 9 9 9 10 9 9 9 8 9 10 10 9 10 10 8 8 9 9 10 10 10 9 9 9 10 10 10 10 8
left_child=-1 15 16 22 5 6 14 18 11 10 -10 12 -8 -14 -5 21 -3 20 -7 28 -6 -2 -4 24 -9 26 -26 -22 -20 -30
right_child=1 2 3 4 17 7 8 23 9 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 27 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0001607041945615125 0.00010383663290108211 0.0018074820944853731 -2.3398946891143018e-05 -0.00061929872686072765 0.00030011512138716149 -0.00013639546025436829 8.3310904735452897e-05 -0.00097048003531953237 -7.9714891186023648e-05 -0.00065425856390459349 0.00060079028993573929 0.00087206707525834797 0.0001973209634786969 -0.0014586452362312756 0.00033251440849219548 0.00016942679232775991 6.7681904391268531e-05 -0.00033531766992648783 -2.4799830089886761e-06 -3.0783237007154279e-05 4.6762797194229714e-05 -0.00040991550060218959 -0.00059322627876972841 -0.00029577314054027033 0.00086879327098026706 -0.0012109136151801309 -1.7912364276829079e-05 -0.00065691997099208996 0.00028813858680236555 0.00045480955420740282
leaf_weight=364 72 34 113 99 26 193 100 128 99 104 58 43 182 58 27 125 77 132 40 43 43 27 234 171 33 34 107 47 96 28
leaf_count=364 72 34 113 99 26 193 100 128 99 104 58 43 182 58 27 125 77 132 40 43 43 27 234 171 33 34 107 47 96 28
internal_value=-0.000486046 -0.000143964 -0.000405086 -0.000583371 -0.000296531 -5.5962e-05 0.000665812 -0.000692309 0.00119695 -1.52681e-05 0.00173809 0.00205208 0.00152493 0.000478087 -0.00192701 0.00248511 0.00291803 -0.00189558 0.00029197 0.00133945 -0.000188977 0.000839999 -0.00208939 -0.0015124 -0.000792333 0.000129729 0.00113475 -0.00131868 0.00232727 0.003072
internal_weight=2937 2573 2349 2238 1891 1643 770 873 644 261 157 383 340 240 126 224 111 248 400 207 116 99 347 473 302 174 140 90 164 124
internal_count=2937 2573 2349 2238 1891 1643 770 873 644 261 157 383 340 240 126 224 111 248 400 207 116 99 347 473 302 174 140 90 164 124
cat_boundaries=0 18 44 53 79 81 82 84 85 87 88 111 112 113 114
cat_threshold=147458 0 0 2560 34 134225920 0 0 0 8208 8224 192 0 268435456 67108864 0 0 33152 0 2048 0 0 2147491840 0 0 2147483648 0 32768 0 131072 8192 0 268435456 0 0 0 0 10240 2147483648 0 0 0 0 16384 268435456 0 34611200 2097152 0 0 0 8192 33554432 268435472 4 4 0 0 1 0 0 0 0 0 4 2048 0 0 0 0 0 33554432 0 128 0 0 8 0 32768 32772 1536 16803840 25920 32 229634 67240032 32 16818434 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 322 26 17891328
is_linear=0
shrinkage=0.04


Tree=208
num_leaves=31
num_cat=12
split_feature=7 8 12 7 8 0 3 12 0 3 4 1 0 3 3 3 0 3 18 12 11 0 7 5 5 8 4 11 3 0
split_gain=1.17217 0.711321 0.694625 0.505985 0.486009 0.917474 0.46797 0.45834 0.397444 0.39657 0.334591 0.338737 0.390748 0.284911 0.280897 0.444553 0.272486 0.243196 0.332778 0.215653 0.261 0.181713 0.173025 0.215261 0.161285 0.155788 0.197237 0.156394 0.155273 0.136812
threshold=0 1 2 3 4 42.250000000000007 2011.5000000000002 5 33.175000000000004 2010.5000000000002 16829230000.000002 5.5000000000000009 36.400000000000006 1999.5000000000002 2014.5000000000002 2018.5000000000002 24.500000000000004 2002.5000000000002 6 7 8 25.500000000000004 9 1.5000000000000002 1.0000000180025095e-35 10 45.000000000000007 11 2004.5000000000002 14.500000000000002
decision_type=9 9 9 9 9 10 10 9 10 8 8 8 10 8 10 10 10 8 9 9 9 10 9 10 10 9 10 9 10 10
left_child=2 -2 8 19 5 9 17 10 -1 -5 -6 12 16 -9 22 -16 -12 -4 -19 -3 28 -20 -15 25 -11 -24 27 29 -21 -27
right_child=1 3 6 4 7 -7 -8 13 -10 24 11 -13 -14 14 15 -17 -18 18 21 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.2529911853308171e-05 -0.00039534960595205483 -0.00037121577014581061 6.3634428085604434e-05 -0.00024536252237543512 -0.00030859095431250101 -0.00024390861565505191 0.00017788297253217331 0.00021881475299678939 -0.00011532105273690213 0.00071535331775749431 0.00032369022920031792 -6.1617855270112263e-05 4.5532865058285059e-05 -0.00092341808551251099 0.0037890108234841873 -0.00015518198426852368 0.0040858113964305463 0.0024860532997472264 0.00037495060460087867 -9.3161430382564437e-05 1.2814211192743249e-05 2.5550385703659123e-06 0.00017090261805668248 -0.0020182085200207795 2.3662315855853145e-05 -0.0003711504130262079 -0.00010930996671316702 -4.3063982423880857e-05 -0.00065896164436609608 0.00013282194011649077
leaf_weight=60 215 102 27 30 75 38 25 61 75 113 136 115 184 106 37 65 35 44 25 132 129 89 111 58 37 51 93 502 26 169
leaf_count=60 215 102 27 30 75 38 25 61 75 113 136 115 184 106 37 65 35 44 25 132 129 89 111 58 37 51 93 502 26 169
internal_value=-0.00030344 -0.000592931 0.00185393 -0.000389074 -0.000130243 0.00160699 0.00325792 -0.000349365 -0.00041096 0.00287293 0.00061151 0.00101911 0.00162921 -0.000768988 -0.000911988 0.00108738 0.003 0.00268817 0.00206289 -0.00169 -0.00103356 0.000904347 -0.00109991 -0.000900503 0.00370861 -0.00075944 -0.000944311 -0.000730291 -0.00208284 0.000173159
internal_weight=2965 2620 345 2405 2016 218 210 1798 135 180 545 470 355 1253 1192 102 171 185 158 389 287 114 1090 984 150 926 815 722 158 220
internal_count=2965 2620 345 2405 2016 218 210 1798 135 180 545 470 355 1253 1192 102 171 185 158 389 287 114 1090 984 150 926 815 722 158 220
cat_boundaries=0 10 40 42 60 86 87 88 89 92 101 122 125
cat_threshold=268451841 268435601 100671488 0 0 0 0 805314560 0 48 1342177296 2048 4 0 0 0 0 0 0 0 0 2048 2048 1048576 0 0 0 0 0 0 0 524288 0 8 0 0 64 0 128 4096 67120192 32 0 0 262144 2623492 34 64 33554432 0 0 134217728 32 192 16 268435456 0 32 128 384 0 0 0 0 2147483648 1 0 2147483648 0 32768 0 0 8192 0 0 4096 0 0 4096 8192 0 0 0 0 0 268451840 17960032 4 42272 4 0 524288 0 0 0 0 0 0 0 0 33622016 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 128 16416 0 524288
is_linear=0
shrinkage=0.04


Tree=209
num_leaves=31
num_cat=11
split_feature=8 12 14 8 2 9 1 0 4 8 12 4 0 3 11 0 0 2 2 3 2 2 12 2 11 2 4 0 15 2
split_gain=1.05148 0.506138 0.497284 0.692221 0.537915 0.48753 0.543585 1.07009 0.443566 0.409695 0.372884 0.378304 0.365229 0.323626 0.296307 0.45489 0.352733 0.447566 0.49718 0.358941 0.307777 0.321542 0.295734 0.266576 0.250152 0.305947 0.217119 0.197968 0.18486 0.34354
threshold=0 1 2 3 4549.0000000000009 4 5.5000000000000009 39.07500000000001 1074820000.0000002 5 6 6789.5000000000009 32.500000000000007 2015.5000000000002 7 30.500000000000004 42.250000000000007 19.500000000000004 24.500000000000004 2013.5000000000002 39.500000000000007 50.500000000000007 8 321.00000000000006 9 5.5000000000000009 6670500000.000001 39.07500000000001 10 7.5000000000000009
decision_type=9 9 9 9 8 9 8 10 8 9 9 8 8 10 9 10 10 10 10 8 10 10 9 10 9 10 10 10 9 10
left_child=-1 9 3 -3 5 6 10 -8 -7 -2 11 -5 -11 -10 16 -16 17 19 -19 -13 -20 -22 26 27 25 -12 -4 -14 -29 -30
right_child=1 2 22 4 -6 8 7 -9 13 12 24 14 23 -15 15 -17 -18 18 20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00011010552051044398 -0.00026808881211486904 -0.00044049299072211812 0.00036337097930720029 -0.00037472397035048679 0.0010846535720379945 0.00016806910398314338 -1.7374881414724617e-05 0.00081830267425039513 -0.00013360096051490665 0.00019474936507608663 0.00015627024486555998 0.00112334564471495 -3.437516322421175e-05 1.8006577868478075e-05 0.00034784107866630247 -0.00024787486703024126 -0.0014587323599632399 0.0020837956574091521 -0.00016936741803764415 3.4861173184726749e-05 0.0011908166793848025 0.00058625245564907478 -0.00013070603807188949 4.0562839199741622e-05 1.8875377699719724e-05 -0.0007066905425354604 -9.1227852971853562e-05 -0.0001355875323197549 -1.4454856025441206e-05 0.00024002364487664144
leaf_weight=107 364 108 131 60 33 34 121 105 185 70 35 25 58 25 97 75 44 27 39 132 26 49 257 29 199 155 33 198 49 97
leaf_count=107 364 108 131 60 33 34 121 105 185 70 35 25 58 25 97 75 44 27 39 132 26 49 257 29 199 155 33 198 49 97
internal_value=-0.000211591 -0.000362244 -9.97104e-06 0.00031798 0.00055247 0.000437935 0.000769999 0.00253744 -0.00116079 -0.00116438 0.000360995 0.00099829 -0.000398438 -0.00189574 0.00136699 -4.37167e-05 0.002017 0.00256856 0.00419718 0.00108861 0.0029913 0.00447368 -0.00121296 -0.000842594 -0.000590001 -0.00159204 0.000137142 -0.00111166 -0.00074203 0.000356687
internal_weight=2967 2860 1995 1574 1466 1433 1189 226 244 865 963 574 501 210 514 172 342 298 141 157 114 75 421 431 389 190 164 402 344 146
internal_count=2967 2860 1995 1574 1466 1433 1189 226 244 865 963 574 501 210 514 172 342 298 141 157 114 75 421 431 389 190 164 402 344 146
cat_boundaries=0 26 28 29 58 60 83 84 86 87 88 89
cat_threshold=0 0 0 0 2147483648 0 0 0 0 32768 0 2048 0 0 268435456 0 0 0 0 2048 2147483648 0 0 0 0 1342177280 74752 34 8321 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 16384 64 0 524288 256 22660 0 8 0 0 0 0 262144 0 0 0 0 0 8192 512 0 4096 0 0 0 0 384 0 20971520 1048930 32772 1024 16793602 32772 67108864
is_linear=0
shrinkage=0.04


Tree=210
num_leaves=31
num_cat=12
split_feature=8 11 2 12 2 15 12 5 5 12 2 9 9 9 2 2 4 2 0 2 2 2 11 12 6 2 2 2 2 2
split_gain=1.20482 0.743589 0.601775 1.16987 0.64649 0.522952 0.701223 0.536894 0.470738 0.407199 0.393316 0.35403 0.326778 0.379847 0.629913 0.353126 0.287464 0.391145 0.284096 0.444853 0.276136 0.513584 0.291225 0.571613 0.3428 0.298089 0.266315 0.265491 0.287511 0.388949
threshold=0 1 33.500000000000007 2 56.500000000000007 3 4 2.5000000000000004 3.5000000000000004 5 129.50000000000003 6 7 8 12.500000000000002 2.5000000000000004 2960.0000000000005 15.500000000000002 35.250000000000007 8.5000000000000018 2.5000000000000004 7.5000000000000009 9 10 11 49.500000000000007 22.500000000000004 14.500000000000002 28.500000000000004 66.500000000000014
decision_type=9 9 10 9 10 9 9 10 8 9 10 9 9 9 10 10 10 8 10 10 8 10 9 9 9 10 10 10 10 10
left_child=8 2 12 -4 -5 6 27 9 16 -7 -6 18 -2 15 -15 -14 17 -1 -11 -20 -8 -22 23 25 -24 -23 -25 -3 -29 -30
right_child=1 5 3 4 10 7 20 -9 -10 11 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 22 24 26 -26 -27 -28 28 29 -31
leaf_value=-2.6991737645856435e-05 -0.00010012590849745132 -0.0001248996157366147 5.5557128524997702e-06 0.0013989630946881482 1.2623840837798305e-05 -0.00052891876649212982 -0.001750303758094983 0.0022345348226467908 -9.8319464883567709e-05 -6.6637074038583606e-05 0.0024196283414693342 -3.3000156695237592e-05 0.0002682182766992028 1.6440735390677412e-05 0.00018563534708715849 -5.4478379105999173e-05 -0.00072787414625504561 0.00075783192067905734 0.00045182523294279189 -2.3934004660170783e-05 0.0014490689371860258 9.2739026863575547e-06 -0.00045965335243233784 -0.0011112168570767687 -4.2817087868560092e-07 -0.00078011915091093904 0.00023078280549064238 0.0007769948743011646 -0.00024029265807769569 0.00077042751153203891
leaf_weight=72 238 40 147 43 46 241 51 31 530 94 28 118 29 94 60 217 37 44 31 26 59 45 158 39 145 55 128 37 36 34
leaf_count=72 238 40 147 43 46 241 51 31 530 94 28 118 29 94 60 217 37 44 31 26 59 45 158 39 145 55 128 37 36 34
internal_value=-0.000288423 0.000157825 0.00104272 0.0026566 0.00540625 -0.000429298 0.00020525 -0.00138406 -0.0017464 -0.00172211 0.00352 -0.000557144 0.000388105 0.00107056 0.0025697 6.22559e-05 0.000181817 0.00116239 0.000716048 0.00296552 -0.000347324 -0.000120636 -0.000490369 0.000474819 -0.0013121 -0.0018018 0.00186517 0.00260759 0.00381481 0.00225352
internal_weight=2953 2270 902 264 117 1368 827 541 683 510 74 269 638 400 154 246 153 116 151 57 680 629 570 267 303 100 167 147 107 70
internal_count=2953 2270 902 264 117 1368 827 541 683 510 74 269 638 400 154 246 153 116 151 57 680 629 570 267 303 100 167 147 107 70
cat_boundaries=0 30 32 34 35 36 37 39 41 43 44 45 46
cat_threshold=1342177296 2056 4 0 0 1 262144 2147483648 0 0 0 4 0 1049088 0 4096 0 0 0 8192 0 0 0 8 0 32768 64 0 0 8192 4 1114112 204802 32 78118912 34880 68199714 0 2048 0 20500 0 2048 32 67183616 10
is_linear=0
shrinkage=0.04


Tree=211
num_leaves=31
num_cat=8
split_feature=7 7 0 2 6 2 12 2 3 3 3 3 4 11 9 2 3 4 0 12 12 4 2 2 2 0 0 2 2 0
split_gain=1.66993 0.769873 0.516774 0.421788 0.391169 0.92948 0.447595 0.635316 0.524718 0.414261 0.374215 0.356315 0.331235 0.321927 0.371847 0.317728 0.478285 0.306207 0.294021 0.348587 0.27229 0.397247 0.393884 0.226278 0.224227 0.185918 0.303436 0.206517 0.448186 0.163751
threshold=0 1 40.250000000000007 898.00000000000011 2 3.5000000000000004 3 16.500000000000004 2007.5000000000002 2002.5000000000002 1997.5000000000002 2008.5000000000002 180.50000000000003 4 5 119.00000000000001 2001.5000000000002 45.000000000000007 39.07500000000001 6 7 4.0000000000000009 131.00000000000003 5.5000000000000009 39.500000000000007 39.07500000000001 18.500000000000004 32.500000000000007 67.500000000000014 40.250000000000007
decision_type=9 9 10 10 9 8 9 10 10 8 10 8 10 9 9 8 10 10 8 9 9 10 8 10 10 10 10 10 10 10
left_child=-1 2 3 15 5 -3 7 -7 10 -6 18 -11 -4 24 17 16 -2 -15 -8 -20 21 22 23 -16 -13 26 27 -25 -29 -21
right_child=1 4 12 -5 9 6 8 -9 -10 11 -12 13 -14 14 20 -17 -18 -19 19 29 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-7.696355466216242e-05 3.8461814882329667e-05 0.00098956067174287769 -0.0017584274998126016 -3.9599666864913264e-05 0.00025129385165926615 -0.00061018426502778471 -0.00013220206262687669 0.0013079135628845486 0.0001415120733575322 -0.00074608056223515328 -0.0014748936564332941 -0.0021215639108196952 0.00094664991065608964 0.00016351538153852049 -0.00063258971210265009 0.0020072812349956836 0.0018582758051850716 -0.00032609159052279319 0.00011054694572859926 -4.3254515486642476e-05 -0.00011159421749470233 -0.00054730898803494025 0.0012550939774227082 0.00030811490212872541 -5.5202887371122469e-05 -0.00043941950373186658 0.0050764860248241365 -0.00095224267863806692 0.00035649438297226529 -0.0010458208216003048
leaf_weight=428 76 67 29 27 53 79 105 73 120 56 58 82 25 70 60 25 26 40 213 154 656 33 31 62 45 47 25 48 35 53
leaf_count=428 76 67 29 27 53 79 105 73 120 56 58 82 25 70 60 25 26 40 213 154 656 33 31 62 45 47 25 48 35 53
internal_value=-0.000442454 -3.7038e-05 0.00222831 0.00350968 -0.000254834 0.000377277 2.33635e-05 0.00191411 -0.000408965 -0.000688332 -0.00091096 -0.000836562 -0.00101818 -0.000693118 -0.000454384 0.00446875 0.00341747 0.00165289 -0.000570343 -9.50128e-05 -0.000702382 0.000215908 0.000673138 0.000187049 -0.00252174 0.00078899 0.00140351 0.000684931 -0.000619049 -0.00122936
internal_weight=2901 2473 208 154 2265 922 855 152 703 1343 583 1290 54 1234 1107 127 102 110 525 420 997 341 308 277 127 217 170 145 83 207
internal_count=2901 2473 208 154 2265 922 855 152 703 1343 583 1290 54 1234 1107 127 102 110 525 420 997 341 308 277 127 217 170 145 83 207
cat_boundaries=0 18 35 36 37 39 41 43 44
cat_threshold=2 0 1073741824 2099712 34 66 33554432 0 0 9216 32 192 144 268435456 0 0 4096 384 0 129 1056768 0 0 0 0 268443648 0 16 8192 0 0 0 0 0 16 386 67141888 49152 2147484672 0 12320 16777282 32 17959264
is_linear=0
shrinkage=0.04


Tree=212
num_leaves=31
num_cat=9
split_feature=7 7 12 3 1 2 6 12 12 2 4 9 2 4 4 5 2 2 0 7 0 6 3 2 3 2 2 0 2 2
split_gain=1.33347 0.609228 0.777757 0.862175 0.354466 0.467214 0.324536 0.488347 0.400232 0.540453 0.398044 0.336901 0.348876 0.288245 0.260125 0.380764 0.250958 1.37034 0.356284 0.297225 0.383467 0.311108 0.257089 0.252053 0.235557 0.230055 0.263139 0.218524 0.184295 0.181319
threshold=0 1 2 1999.5000000000002 5.5000000000000009 6.5000000000000009 3 4 5 403.00000000000006 9950.0000000000018 6 3.5000000000000004 390.00000000000006 6050.0000000000009 2.5000000000000004 40.500000000000007 38.500000000000007 40.675000000000004 7 16.750000000000004 8 2015.5000000000002 3.5000000000000004 2012.5000000000002 22.500000000000004 17.500000000000004 40.675000000000004 17.500000000000004 7.5000000000000009
decision_type=9 9 9 10 10 10 9 9 9 8 8 9 10 10 8 8 8 10 8 9 10 9 8 10 8 10 10 8 10 10
left_child=-1 2 -2 4 5 -4 8 11 9 14 28 12 -8 16 -3 -16 17 19 -18 20 -13 -21 -23 -24 -9 26 29 -15 -10 -25
right_child=1 6 3 -5 -6 -7 7 24 10 -11 -12 13 -14 27 15 -17 18 -19 -20 21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-4.8347758028249094e-05 -0.00015735956981109683 -0.00093867018575702484 0.0052958634350545883 -0.00014929147394463955 3.6633338978925675e-06 0.00065654511990520883 0.00098628179605776364 0.00011375709422526464 0.00011098299610400164 0.00049540812320775359 -0.00021492974077075093 0.00024632228102830218 4.8772471105850653e-05 -0.00033092212688633368 6.0450426418363224e-05 -0.0001186573866442224 -0.00019892551481705107 0.0018337945603608434 0.00040885371632652672 -4.8198969675692675e-05 -0.0014040391335136697 0.00093777990770524606 0.00070566663819850389 -0.0012539628682019309 -4.9304504767974307e-05 0.00035778258741996923 -0.0023897817427421396 0.00010933788214147898 -3.6964441337973905e-05 0.00010598864014311967
leaf_weight=464 108 30 25 52 41 115 25 39 25 30 374 43 79 42 43 164 196 25 25 109 63 29 50 33 562 45 25 25 26 51
leaf_count=464 108 30 25 52 41 115 25 39 25 30 374 43 79 42 43 164 196 25 25 109 63 29 50 33 562 45 25 25 26 51
internal_value=-0.000449394 -7.80886e-05 0.00146591 0.0027377 0.00415385 0.00510638 -0.000328263 1.08318e-05 -0.00103556 0.000187049 -0.00178899 0.000616437 0.00264348 0.000305699 -0.000453782 5.76914e-05 0.000552517 0.00107173 -0.00055856 0.000552338 -0.00123077 0.00111048 0.00191803 0.00148293 -0.00085621 0.000670967 -0.000327274 -0.00217647 0.00146154 0.00075294
internal_weight=2963 2499 341 233 181 140 2158 1466 692 267 425 865 104 761 237 207 694 473 221 448 106 342 233 204 601 154 109 67 51 84
internal_count=2963 2499 341 233 181 140 2158 1466 692 267 425 865 104 761 237 207 694 473 221 448 106 342 233 204 601 154 109 67 51 84
cat_boundaries=0 18 35 37 38 39 41 43 50 51
cat_threshold=131074 0 67108864 2097664 524322 0 33554432 0 33554432 0 32 256 144 268435456 0 0 4112 384 268451841 16 570425344 8192 0 134217728 0 805314560 2048 268435504 0 0 0 0 0 0 1073741824 1083424 32 276 108642 17015808 2 0 8196 0 0 0 2052 0 0 131072 128
is_linear=0
shrinkage=0.04


Tree=213
num_leaves=31
num_cat=14
split_feature=7 8 8 9 4 12 3 11 6 6 12 12 3 3 6 6 3 0 3 3 11 1 0 12 0 0 0 5 4 4
split_gain=1.50583 0.62862 0.558498 0.435801 0.565494 0.553895 1.22363 0.703596 0.61997 0.414581 0.407133 0.372505 0.352098 0.323035 0.225267 0.21843 0.212235 0.197613 0.146878 0.145576 0.139973 0.511186 0.334814 0.216267 0.211788 0.208028 0.196955 0.15209 0.138372 0.181948
threshold=0 1 2 3 101.00000000000001 4 2011.5000000000002 5 6 7 8 9 1983.0000000000002 2006.5000000000002 10 11 2018.5000000000002 39.07500000000001 2018.5000000000002 2015.5000000000002 12 5.5000000000000009 15.500000000000002 13 10.500000000000002 18.500000000000004 36.900000000000006 1.0000000180025095e-35 6373145000.000001 2025703500.0000002
decision_type=9 9 9 9 8 9 8 9 9 9 9 9 10 8 9 9 8 10 8 8 9 10 10 9 10 10 10 10 10 8
left_child=1 28 10 9 -5 6 -6 13 -8 16 12 -10 -2 -7 17 18 -4 -9 -15 -11 21 23 24 27 -22 -24 -25 -17 29 -1
right_child=2 -3 3 4 5 7 8 14 11 19 -12 -13 -14 15 -16 20 -18 -19 -20 -21 22 -23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026446964492308363 0.00020326161123824596 -0.00018589022785258979 3.7570077608218796e-05 0.00041765703878792555 0.0017659226384229248 -0.001560671827331196 -8.0142203641278353e-05 -8.3869566151115727e-05 0.00054413774167792685 -7.2788550640391324e-05 -0.0011861353899282026 9.3408278825581517e-05 -0.00044681556561621715 6.7444644645154166e-05 -0.00014830614808916741 2.1373633953314557e-05 -0.00015765205572144532 6.0440052045227283e-05 -0.00012241060461346098 -0.00018561067684574436 -3.6538792230684031e-05 0.0001027679376019915 -0.0012585131168649502 0.00072581969709524822 0.00026233671200080315 3.8858323882562387e-07 0.00021386997839364523 -0.0010276977470926078 -5.061614027249731e-05 0.00038861414889081723
leaf_weight=27 81 532 64 33 44 54 271 33 119 62 142 146 26 27 211 69 98 72 108 138 41 45 36 25 128 49 75 32 43 116
leaf_count=27 81 532 64 33 44 54 271 33 119 62 142 146 26 27 211 69 98 72 108 138 41 45 36 25 128 49 75 32 43 116
internal_value=-0.000606514 -0.00218381 -8.75009e-05 0.000140632 0.000422344 0.000315258 0.00128596 -0.000255906 0.000774673 -0.00109383 -0.00183077 0.00210145 0.000101694 0.000462856 -0.00178593 0.000723269 0.000416184 -0.000172415 -0.000684932 -0.00227488 0.00109589 0.00177432 0.000392452 0.000970296 0.00143529 -0.00162791 0.00216216 -0.000392858 -0.000121828 0.000472221
internal_weight=2947 718 2229 1980 1618 1585 580 1005 536 362 249 265 107 689 316 635 162 105 135 200 500 246 254 201 169 85 100 101 186 143
internal_count=2947 718 2229 1980 1618 1585 580 1005 536 362 249 265 107 689 316 635 162 105 135 200 500 246 254 201 169 85 100 101 186 143
cat_boundaries=0 18 38 67 69 70 71 72 73 75 76 77 78 79 81
cat_threshold=2 128 605028352 2097668 524322 134217728 33554432 268435456 33554432 32 8224 384 144 268435456 67108864 0 4096 33152 16 12 0 134217728 0 0 0 0 0 0 0 2048 2048 512 0 0 0 0 0 8192 268435472 8 4 0 0 0 0 0 1 0 0 0 10240 512 0 0 0 0 0 0 0 0 0 8 0 32768 68 0 524288 1073741824 180 18015232 16420 8 6 65538 34 1074176 136 148 16388 2 32
is_linear=0
shrinkage=0.04


Tree=214
num_leaves=31
num_cat=19
split_feature=7 8 7 8 12 4 8 12 3 11 12 4 1 12 8 12 8 4 3 12 12 1 3 3 6 13 12 1 16 3
split_gain=1.14694 0.99883 0.632972 0.490622 0.643565 0.914716 0.713822 0.481434 0.356922 0.341258 0.826959 0.572761 0.660043 0.29993 0.293118 0.292967 0.318075 0.252575 0.251347 0.236858 0.22875 0.211068 0.185765 0.167649 0.161937 0.295593 0.152722 0.151361 0.134172 0.119498
threshold=0 1 2 3 4 9950.0000000000018 5 6 2019.5000000000002 7 8 28.000000000000004 5.5000000000000009 9 10 11 12 7049.5000000000009 2007.5000000000002 13 14 2.5000000000000004 2001.5000000000002 2018.5000000000002 15 16 17 5.5000000000000009 18 2015.5000000000002
decision_type=9 9 9 9 9 8 9 9 8 9 9 10 10 9 9 9 9 10 10 9 9 10 10 8 9 9 9 8 1 10
left_child=15 20 7 4 14 -6 -7 23 -9 10 11 12 19 17 -4 21 -17 29 24 -5 -2 -1 -21 -3 25 27 -12 -15 -16 -11
right_child=1 2 3 9 5 6 -8 8 -10 13 26 -13 -14 18 28 16 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012942467793543023 -4.6655685201813359e-05 0.0011333584215542471 -0.00049744105348051716 3.5124098271384199e-05 0.00017518467668085544 -0.00014148176339377454 0.00043407573259555791 -0.0011814250396093196 9.0010766437656465e-05 -0.00066411277483892654 -9.780550924442258e-05 -0.00015817220292795926 0.0005215333781055895 -0.00010930113556756601 -0.00022765762871558719 -1.4163020074636048e-05 -0.0001443913339312377 1.2620691970192786e-05 0.00012979889421492669 0.00077743266116631071 -0.00080509433360353424 4.1515181306337014e-05 -1.8224395845165962e-05 0.00087947110813550256 -0.00033095087913833949 0.00019186353666203457 -0.00030083026946893911 -0.00011762626169769844 0.00032948844515659546 -8.0720835624667521e-06
leaf_weight=52 105 46 117 183 39 106 105 48 79 356 105 52 45 86 75 135 233 47 33 86 125 83 36 57 109 148 150 47 26 26
leaf_count=52 105 46 117 183 39 106 105 48 79 356 105 52 45 86 75 135 233 47 33 86 125 83 36 57 109 148 150 47 26 26
internal_value=-0.000408025 -4.41186e-05 0.000221821 -1.40855e-05 0.0011023 0.00245211 0.00149057 0.00215768 0.000376811 -0.00036579 0.000317364 0.00143341 0.00205128 -0.00088992 -0.000489084 -0.00212451 -0.00272296 -0.00162727 -0.000119817 0.00137255 -0.00248963 -0.00041096 0.00264662 0.00410526 -0.000409208 0.000123287 -0.00142857 -0.00119445 0.00103571 -0.00200522
internal_weight=2940 2437 2207 1977 468 250 211 230 127 1509 657 402 350 852 218 503 368 429 423 305 230 135 122 103 390 281 255 133 101 382
internal_count=2940 2437 2207 1977 468 250 211 230 127 1509 657 402 350 852 218 503 368 429 423 305 230 135 122 103 390 281 255 133 101 382
cat_boundaries=0 18 45 62 92 94 113 114 116 117 118 139 141 157 158 160 161 162 164 165
cat_threshold=0 32 1677983744 2097152 65570 0 33554432 268435456 0 32 40992 384 16 268435456 0 0 4096 384 268435456 2052 4 0 2147483648 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 33554432 0 0 0 4194304 0 0 0 68 16386 1 1056768 0 0 64 0 8192 2048 16 0 0 0 0 0 0 16 0 8 0 0 0 1 262144 0 0 0 0 131076 10240 0 0 0 0 0 4096 0 128 0 0 0 0 16384 0 0 0 4096 16967712 32 0 0 0 0 0 1 262144 0 0 0 0 4 0 0 0 0 0 0 4096 32770 4 1024 85131362 85000546 0 0 0 0 0 0 0 0 0 0 0 4 10240 0 0 0 0 0 0 0 128 139328 32 0 0 0 134217728 0 0 0 2147483648 0 0 0 2048 0 512 0 4096 131138 59648 32 266 2 1280 32 2
is_linear=0
shrinkage=0.04


Tree=215
num_leaves=31
num_cat=9
split_feature=7 8 7 12 8 4 2 9 4 2 2 9 5 2 2 0 2 8 2 2 2 2 2 2 2 0 6 2 3 4
split_gain=1.69949 1.00075 0.822757 0.732002 0.565939 0.660816 0.435805 0.380392 0.378872 0.542239 0.441255 0.343877 0.415476 0.346771 0.77193 0.314282 0.533125 0.307944 0.328808 0.302982 0.269538 0.245249 0.432852 0.241739 0.215254 0.211761 0.205467 0.369675 0.286702 0.286362
threshold=0 1 2 3 4 9300.0000000000018 24.500000000000004 5 10347970000.000002 10.500000000000002 21.500000000000004 6 1.5000000000000002 80.500000000000014 67.500000000000014 24.500000000000004 2.5000000000000004 7 20.500000000000004 129.50000000000003 11.500000000000002 11.500000000000002 6.5000000000000009 5.5000000000000009 34.500000000000007 30.500000000000004 8 7.5000000000000009 2018.5000000000002 25040530000.000004
decision_type=9 9 9 9 9 10 10 9 8 10 10 9 10 10 10 10 8 9 8 10 8 10 10 10 10 10 9 10 8 8
left_child=-1 -2 6 4 8 11 20 -5 -4 -10 -11 -6 13 14 15 -13 -17 18 -9 -8 23 22 -18 -3 -23 -15 27 -19 -28 -30
right_child=1 2 3 7 5 -7 19 17 9 10 -12 12 -14 25 -16 16 21 26 -20 -21 -22 24 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00016152397672155116 -0.00031339815164311988 2.9657756912218223e-05 0.00083692604827068616 -0.00025519288873822402 0.00010816882701664097 -0.00062437380102670092 -3.6461818887254361e-05 -0.00023681937882199614 -0.00037209423476144824 0.00047291014085657933 1.1101379431336235e-05 -0.00013232125630513361 0.0022166925896691799 0.00010708960737386197 0.00017795310335053869 -0.00032755835461099019 0.00041704075907043539 0.00031896638312470845 0.00088475658540351418 0.0021320688306191472 0.00012938235469216145 -0.00040998997084649465 0.00017158276939543439 -0.00011253941521383478 0.0013808184303542958 -0.0011253339904659934 -0.00075247829638813756 -0.00022714925723106894 -0.00049324942726065911 -4.0651762934385855e-05
leaf_weight=340 359 29 27 106 118 53 64 52 35 25 30 215 38 27 41 35 87 56 65 36 39 113 62 35 58 51 76 146 64 503
leaf_count=340 359 29 27 106 118 53 64 52 35 25 30 215 38 27 41 35 87 56 65 36 39 113 62 35 58 51 76 146 64 503
internal_value=-0.000462158 -0.000112953 0.000198519 -4.3936e-05 0.000721247 0.000360835 0.00256075 -0.000771085 0.00321875 0.0021978 0.00464286 0.000638297 0.000287262 6.37672e-05 0.00038562 -9.52004e-10 0.000730336 -0.000501543 0.00134375 0.000792078 0.0045 0.0012461 0.00242667 0.00283077 0.000209301 -0.00243038 -0.000771029 0.000338027 -0.00111927 -0.000823945
internal_weight=2985 2645 2286 2083 1015 898 203 1068 117 90 55 845 727 689 611 570 355 962 117 100 103 320 149 64 171 78 845 202 643 567
internal_count=2985 2645 2286 2083 1015 898 203 1068 117 90 55 845 727 689 611 570 355 962 117 100 103 320 149 64 171 78 845 202 643 567
cat_boundaries=0 18 47 64 65 79 81 83 104 105
cat_threshold=16387 32 536879104 2097664 2 0 33554432 0 0 134218752 0 256 144 268435456 0 0 4096 128 268435456 2060 4 0 2147483648 0 0 2147483648 0 0 0 33554432 0 0 0 0 0 0 33554432 0 0 524288 4194304 8 0 1073774592 0 0 524288 268435456 129 0 2048 0 134225920 0 8192 2048 32 0 0 0 0 0 0 1073741824 68307266 0 0 0 0 0 0 0 0 0 0 0 131076 10240 512 1073741824 176 1 16512 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 4096 0 256 6
is_linear=0
shrinkage=0.04


Tree=216
num_leaves=31
num_cat=9
split_feature=7 8 12 0 12 15 0 2 5 2 0 4 12 11 4 4 2 2 2 4 12 2 2 0 2 2 2 2 2 12
split_gain=1.27102 1.08733 0.90103 0.729419 0.377971 0.436881 0.529441 0.484005 0.475006 0.515463 0.457291 0.350456 0.355352 0.343924 0.553044 0.490129 0.341925 0.508295 0.331778 0.422928 0.32638 0.370961 0.350253 0.290244 0.861421 0.30606 0.631143 0.303968 0.288466 0.273709
threshold=0 1 2 33.175000000000004 3 4 45.425000000000004 8.5000000000000018 1.5000000000000002 100.50000000000001 18.500000000000004 111.00000000000001 5 6 520.00000000000011 9950.0000000000018 17.500000000000004 43.500000000000007 321.00000000000006 6789.5000000000009 7 35.500000000000007 64.500000000000014 30.500000000000004 44.500000000000007 14.500000000000002 24.500000000000004 10.500000000000002 19.500000000000004 8
decision_type=9 9 9 8 9 9 8 8 10 8 10 10 9 9 8 10 8 10 8 8 9 10 10 10 10 10 10 10 10 9
left_child=3 2 16 11 5 7 8 -3 9 -7 -9 12 28 15 -15 18 -2 -18 19 -6 21 -21 -23 24 -4 27 -27 -25 -1 -16
right_child=1 4 23 -5 13 6 -8 10 -10 -11 -12 -13 -14 14 29 -17 17 -19 -20 20 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=2.8033572121586862e-05 -0.0026216188784814604 -0.0016472309733285384 0.0011881812691976461 -0.00015321583815629329 -0.0002813935957732188 0.00053701740583078866 -0.00031774117367693088 -0.00043629451278639017 -0.0016891416823998512 -3.2819014314786341e-05 4.3684100577936608e-05 -0.0012770855324431261 0.00012627390710035261 0.00036168621880195383 -3.5051828130924864e-06 -0.0011367540960635979 9.5298098690500319e-05 -0.00016823807184608897 0.0011083788910855855 -3.2100770188418902e-05 8.2792806706053266e-05 0.00061931329626444833 -3.1246180404293303e-05 0.00014701670906239344 -0.00032188689555285525 0.0012767210595423305 2.8452609229762671e-05 -0.0015398396229339467 -0.00085817045345037686 -0.00010571148446637563
leaf_weight=25 39 47 37 546 79 104 30 53 31 45 120 32 178 29 159 43 26 41 27 263 184 40 35 67 27 34 83 27 83 405
leaf_count=25 39 47 37 546 79 104 30 53 31 45 120 32 178 29 159 43 26 41 27 263 184 40 35 67 27 34 83 27 83 405
internal_value=-0.000202722 0.00033557 0.00223469 -0.00148114 -0.000103227 0.000907029 0.00217194 -0.000346321 0.00309392 0.00402667 0.000620689 2.50774e-05 0.000473867 -0.000451766 -0.0011457 0.000170087 -0.00088889 0.000764705 0.000457869 0.000259135 0.000673039 -9.16915e-05 0.00236842 0.00342657 0.00590769 0.00281132 0.00416949 0.00109474 -0.00127731 -0.00144425
internal_weight=2939 2075 381 864 1694 430 210 220 180 149 173 318 286 1264 593 671 106 67 628 601 522 338 75 275 64 211 117 94 108 564
internal_count=2939 2075 381 864 1694 430 210 220 180 149 173 318 286 1264 593 671 106 67 628 601 522 338 75 275 64 211 117 94 108 564
cat_boundaries=0 18 48 50 52 53 54 57 59 60
cat_threshold=131075 128 1677729792 2621952 524322 2 131072 0 33554432 134217728 32 384 144 0 0 32 1073741952 384 1073741824 0 0 0 2147483648 1 0 0 0 32768 0 0 10240 512 0 0 0 0 4096 0 384 0 4194304 0 0 16384 0 0 0 12288 68165664 32 68190208 32 69206016 17007872 16388 1049088 524288 84226 2 75776
is_linear=0
shrinkage=0.04


Tree=217
num_leaves=31
num_cat=9
split_feature=9 2 6 12 4 9 12 4 2 4 3 2 2 2 2 2 2 11 2 6 2 2 11 12 2 3 4 2 2 4
split_gain=0.371616 0.448335 0.518367 0.36687 0.386178 0.341418 0.452172 0.423067 0.396436 0.338787 0.314771 0.320075 1.00386 0.416755 0.263472 0.262479 0.539853 0.336877 0.38949 0.218215 0.29966 0.760274 0.238824 0.264716 0.23684 0.212843 0.204752 0.166719 0.165693 0.164243
threshold=0 76.500000000000014 1 2 2050.0000000000005 3 4 208770000.00000003 30.500000000000004 55.000000000000007 2018.5000000000002 108.50000000000001 301.00000000000006 68.500000000000014 352.00000000000006 44.500000000000007 35.500000000000007 5 4.5000000000000009 6 3.5000000000000004 8.5000000000000018 7 8 12.500000000000002 2018.5000000000002 293.00000000000006 13.500000000000002 6.5000000000000009 14831265000.000002
decision_type=9 10 9 9 10 9 9 8 8 10 8 10 10 10 8 10 10 9 10 9 8 10 9 9 10 8 10 10 10 8
left_child=1 2 25 29 27 6 7 26 9 -7 -8 13 -13 15 -10 16 17 -12 -19 22 -21 -22 23 -9 -23 -1 -2 28 -5 -4
right_child=5 -3 3 4 -6 8 10 19 14 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070111943453158145 -8.2933476113013395e-05 -0.00029075950364942558 -0.00022692716042330924 -0.00030250452278932061 0.0002190652764532915 9.7720203495676381e-06 -0.00081945592401742959 -0.00026389529453841026 0.0020631003865350522 -4.0880064236640077e-05 -4.8760866485666286e-05 0.0027259949576836436 -9.311050387528585e-05 -0.0014019000168301518 0.00070580709078983206 0.00035903506464244993 -0.00012279373674838078 -4.2100526542787189e-06 0.00034329459461362701 0.0014003349781082845 -0.0013997929302292029 0.00046181635300366795 -0.00011530078199162558 1.1820859918098246e-05 7.3419902867272319e-06 4.0464204557177706e-05 0.00015865308991963158 2.4951735034992323e-05 -0.00029187366406866941 -8.3455291918629196e-05
leaf_weight=29 40 158 76 71 36 43 105 146 28 35 115 26 29 67 28 44 34 87 143 30 67 35 602 182 167 195 45 57 37 196
leaf_count=29 40 158 76 71 36 43 105 146 28 35 115 26 29 67 28 44 34 87 143 30 67 35 602 182 167 195 45 57 37 196
internal_value=-0.000342587 -0.00103926 -0.000613181 -0.00134711 -1.88688e-05 -5.31067e-05 -0.000190381 -0.00061585 0.00182069 0.000101265 0.000665657 0.00106227 0.00392857 0.000733197 0.00449123 0.00119811 0.000852631 0.00132948 0.00215768 -0.000809757 0.000141935 -0.000281482 -0.00110521 -0.00021239 0.000945812 0.000953191 0.00209302 -0.000843374 -0.00176147 -0.00228975
internal_weight=2953 855 697 473 201 2098 1964 1314 134 78 650 545 55 490 56 423 379 345 230 1229 299 269 930 328 202 224 85 165 108 272
internal_count=2953 855 697 473 201 2098 1964 1314 134 78 650 545 55 490 56 423 379 345 230 1229 299 269 930 328 202 224 85 165 108 272
cat_boundaries=0 2 3 5 7 9 10 11 13 14
cat_threshold=129 12436 258 1124610 32 1073742336 18464 123170 32 16388 396 16416 2147483648 57376
is_linear=0
shrinkage=0.04


Tree=218
num_leaves=31
num_cat=9
split_feature=7 4 7 9 12 2 5 0 3 0 12 2 2 11 3 2 2 11 0 0 2 2 2 12 2 7 0 0 4 2
split_gain=1.48077 1.20447 0.789525 0.776505 0.725653 0.680404 0.571696 0.708556 0.490225 0.484691 0.487959 0.480286 0.430548 0.408252 0.43396 0.351013 0.309237 0.304717 0.284511 0.389884 0.581176 0.491811 0.493688 0.499201 0.27598 0.22938 0.299858 0.342124 0.228071 0.215682
threshold=0 5039060000.000001 1 2 3 49.500000000000007 10.500000000000002 36.900000000000006 1999.5000000000002 8.5000000000000018 4 22.500000000000004 1.5000000000000002 5 2006.5000000000002 40.500000000000007 75.500000000000014 6 14.500000000000002 15.500000000000002 26.500000000000004 18.500000000000004 10.500000000000002 7 42.500000000000007 8 24.500000000000004 39.07500000000001 2050.0000000000005 12.500000000000002
decision_type=9 10 9 9 9 10 8 10 8 10 9 10 10 9 8 8 8 9 10 10 8 10 10 9 10 9 10 10 8 10
left_child=1 3 -2 4 11 9 -5 -8 -6 -4 15 -1 -12 -14 -15 -11 29 -7 -16 -20 21 22 23 28 -22 -10 -27 -28 -21 -9
right_child=2 -3 5 6 8 17 7 16 25 10 12 -13 13 14 18 -17 -18 -19 19 20 24 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-5.2473871816161198e-05 -0.0001896756166442258 0.00020984008329507481 0.0043306592060920971 0.00062086180297306641 3.2782501641853306e-05 -5.1611732326779646e-05 0.0006782609746144823 -0.00014461125143118151 -0.00052088919276746504 -0.00023921549913693253 -0.00021215983972943414 0.00064292953613430859 -6.670082174946018e-05 -0.00041834702253675644 -0.0014321869889421157 0.00026139441355687811 -0.002005660452265209 -0.00026286057076795543 0.0007622437083089845 7.6814816970869536e-05 -0.00019090452543918496 0.00054594734437700312 -0.00011459651778243597 0.0006145822647523391 0.00012458063232822277 -0.0016796718640367902 0.00034266223368289441 -1.8854715518636212e-05 -1.9702052199229038e-05 7.6096563793648416e-05
leaf_weight=49 312 30 32 28 31 167 31 31 107 337 162 54 124 57 43 40 32 328 107 25 93 88 138 101 27 49 43 70 148 27
leaf_count=49 312 30 32 28 31 167 31 31 107 337 162 54 124 57 43 40 32 328 107 25 93 88 138 101 27 49 43 70 148 27
internal_value=-0.000454671 0.00133558 -0.000904274 0.000925858 -2.89864e-05 -0.000605524 0.003275 0.00226229 -0.00102894 -0.000189101 -0.000295105 0.00270175 0.000131672 0.000457982 0.000778042 -0.00151546 0.000439559 -0.00189516 0.00103761 0.00122527 0.000837358 0.00143712 0.000852299 0.00183273 -0.00165289 -0.00161482 -0.000508671 0.00059649 0.000369564 0.00216949
internal_weight=2911 582 2329 552 403 2017 149 121 300 1522 1490 103 1113 951 827 377 90 495 770 727 620 500 412 274 120 269 162 113 173 58
internal_count=2911 582 2329 552 403 2017 149 121 300 1522 1490 103 1113 951 827 377 90 495 770 727 620 500 412 274 120 269 162 113 173 58
cat_boundaries=0 17 35 37 38 40 43 45 47 64
cat_threshold=0 1 67108864 0 0 134217728 0 8192 33622016 8240 40960 64 128 0 0 0 1073746064 16387 0 537141248 2099712 32 0 0 268435456 0 0 0 384 16 268435456 0 0 0 256 0 6164 16810336 16812288 2 32768 2147484672 524288 4 1024 67109954 32 0 0 67108864 0 0 0 0 0 2048 32 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=219
num_leaves=31
num_cat=18
split_feature=7 8 8 4 9 12 11 18 3 4 8 12 6 12 3 15 4 17 3 7 6 4 4 7 12 12 4 3 3 5
split_gain=1.62568 1.05529 0.549503 1.0117 0.429908 0.702301 0.502364 0.470082 0.430489 0.341546 0.316726 0.316124 0.313542 0.381159 0.392684 0.374153 0.305553 0.22864 0.309089 0.226702 0.213622 0.20146 0.17732 0.169835 0.160383 0.159044 0.146311 0.143719 0.122438 0.111934
threshold=0 1 2 2050.0000000000005 3 4 5 6 2003.5000000000002 7729560000.000001 7 8 9 10 2000.5000000000002 11 1009900000.0000001 12 2021.5000000000002 13 14 11029.500000000002 850.00000000000011 15 16 17 31889.500000000004 1.0000000180025095e-35 2004.5000000000002 3.5000000000000004
decision_type=9 9 9 8 9 9 9 9 8 8 9 9 9 9 10 9 8 9 8 9 9 8 10 9 9 9 10 10 10 8
left_child=19 -2 3 -3 5 8 11 9 -4 -7 27 16 25 14 15 -14 -6 29 -19 24 28 -8 -22 -17 26 -12 -1 -9 -10 -13
right_child=1 2 4 -5 6 7 21 10 20 -11 12 17 13 -15 -16 23 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.3444272568113764e-05 -0.0013794213905848271 0.00011125576069895239 0.00019691542506862947 4.9986996212144914e-05 -0.0010274632514696816 -1.1564059637169724e-05 8.8209039705480476e-05 -0.0001894658990573691 0.00013524547584985551 0.00029819223869801548 0.00019827497553629386 -0.00030048196755294229 0.00015582227793585387 -0.00033908687233711449 -0.0011226358596286862 0.00028004824416184805 0.00021274517834822163 -0.00022895647384881475 4.1713958295383075e-05 -0.00024021430733043659 2.8030879670384733e-05 -0.00030312363784530975 0.00038199730176478961 -4.4019440786533636e-05 -1.8381754197880617e-05 -2.4777866850912395e-06 0.00022383525272074112 -0.0020640973081014753 0.00012033256703153308 -0.0021137564076650146
leaf_weight=96 106 26 46 192 25 33 25 117 72 49 103 58 101 318 44 101 110 26 159 224 247 171 25 103 102 115 25 45 35 44
leaf_count=96 106 26 46 192 25 33 25 117 72 49 103 58 101 318 44 101 110 26 159 224 247 171 25 103 102 115 25 45 35 44
internal_value=-0.000316577 8.61578e-05 0.000266555 0.002131 6.9628e-05 0.00042428 -0.000813991 -0.000101755 0.00178899 0.00279518 -0.000332062 -1.84767e-05 -2.23224e-05 -0.000454278 0.000455555 0.000980391 0.00150685 -0.000765102 0.00010204 -0.00250655 0.00137895 -0.00243478 0.000678444 -7.44195e-05 -0.0014188 0.00125764 -0.000333334 -0.00189595 0.00281356 -0.00219469
internal_weight=2943 2496 2390 218 2172 1554 618 1129 425 82 1047 422 885 667 349 305 135 287 185 447 379 196 272 204 223 218 121 162 107 102
internal_count=2943 2496 2390 218 2172 1554 618 1129 425 82 1047 422 885 667 349 305 135 287 185 447 379 196 272 204 223 218 121 162 107 102
cat_boundaries=0 18 45 74 76 78 81 82 103 104 105 107 108 109 126 127 135 137 138
cat_threshold=16385 0 1610620928 2621952 32 134217794 0 0 33554432 32 0 256 16 268435456 0 32 1073746048 256 268435456 0 4 0 2147549184 0 0 0 1 0 0 0 64 0 0 0 0 0 0 0 2147483648 0 0 8 0 0 4 1073741824 0 0 0 0 0 262144 0 0 0 0 2048 0 0 0 0 0 0 4096 2048 0 0 0 0 0 1073758208 64 0 524288 1073872896 2196 68157506 2 32804 0 524288 4 0 12 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 33554432 0 128 16875552 146 16926752 32 2149580800 10 1 0 1073741824 0 32 64 0 0 0 32 0 0 0 0 0 0 1073746048 262 0 0 0 0 0 0 131072 131072 67108930 32 43264
is_linear=0
shrinkage=0.04


Tree=220
num_leaves=31
num_cat=16
split_feature=7 8 7 8 4 12 12 4 4 12 16 8 9 16 17 9 12 5 8 1 1 1 1 4 4 1 16 1 5 1
split_gain=1.4941 0.979344 0.940944 0.514533 0.562477 0.58317 0.365517 0.443844 0.32045 0.314373 0.399142 0.278921 0.258925 0.403029 0.197528 0.315711 0.232238 0.226956 0.206095 0.215543 0.184662 0.171809 0.170826 0.161423 0.55167 0.141121 0.138512 0.215838 0.120641 0.0949539
threshold=0 1 2 3 55.000000000000007 4 5 10347970000.000002 1074820000.0000002 6 7 8 9 10 11 12 13 1.0000000180025095e-35 14 5.5000000000000009 5.5000000000000009 5.5000000000000009 5.5000000000000009 9950.0000000000018 1188.0000000000002 5.5000000000000009 15 5.5000000000000009 2.5000000000000004 5.5000000000000009
decision_type=9 9 9 9 10 9 9 8 8 9 1 9 9 1 9 9 9 10 9 10 10 8 8 10 10 10 1 10 8 10
left_child=11 9 6 8 5 12 7 -3 -4 10 -2 25 28 21 17 -16 18 -7 19 -17 -11 -14 -15 24 -6 -1 -18 -28 -5 -10
right_child=1 2 3 4 23 14 -8 -9 29 20 -12 -13 13 22 15 16 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.9025120675081806e-05 -7.5507218541164421e-05 0.0018934238758388489 0.00011677995729363606 -0.00090618301468693599 -0.00017391918711648423 0.00042785848214985686 1.8568784787648562e-05 3.4348075296402614e-05 6.2846779010449858e-05 -0.0013828008242993898 0.00039313402969121266 -0.00013677639007244702 0.0002053750894131664 0.00041215749571052381 0.00011859776724456133 2.3623205362287353e-05 -3.125752897415902e-05 -2.6670584536652907e-05 -0.00014946375138968359 -0.00043934000144371345 -0.00028424782890582533 0.00018394046394271045 -0.0013131602900061366 -0.00096322338438503078 5.8499047849568129e-05 0.00012676047464588562 0.00022574081380946048 -0.00020124933019210946 2.5273030958384375e-06 -0.00065559994459400825
leaf_weight=119 75 26 33 29 96 57 123 80 182 230 29 330 218 83 110 117 195 49 216 40 40 44 31 57 25 27 142 40 101 35
leaf_count=119 75 26 33 29 96 57 123 80 182 230 29 330 218 83 110 117 195 49 216 40 40 44 31 57 25 27 142 40 101 35
internal_value=-0.000240269 0.000154335 0.00048785 0.000188382 -7.22466e-05 0.000184656 0.00285 0.0045812 0.00183908 -0.0017039 0.000208695 -0.00226694 0.00126886 0.00179845 -0.000393041 -0.000597016 -0.000893562 0.00116239 -0.00159375 -0.000404763 -0.00241993 0.00270722 -0.000139131 -0.00218995 -0.00134426 -0.000662421 -0.000175259 0.000612021 -0.000283689 0.00133945
internal_weight=2979 2503 2129 1900 1650 1472 229 106 250 374 104 476 506 376 966 860 750 106 373 157 270 262 114 178 121 146 377 182 130 217
internal_count=2979 2503 2129 1900 1650 1472 229 106 250 374 104 476 506 376 966 860 750 106 373 157 270 262 114 178 121 146 377 182 130 217
cat_boundaries=0 18 47 64 90 91 93 94 95 118 120 121 122 124 126 149 150
cat_threshold=16384 16 1677983744 2621956 32 64 33554432 268435456 0 134217728 0 384 16 0 0 0 4096 256 1342177280 4 4 0 65536 1 262144 2147483648 0 0 0 0 0 0 0 0 0 0 33554432 0 256 0 0 8 0 0 68 0 128 268566528 1 1048576 2048 0 0 0 8192 0 48 40960 0 0 268435456 0 0 1073741824 0 2056 0 0 2147483648 0 0 0 0 0 0 131072 64 512 0 4096 0 0 0 2048 0 0 0 0 0 16384 1081410 67108930 32 141632 2 0 0 0 134217728 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 0 0 20971520 0 20624 2 56 1 4100 16793888 34 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 16777216 2
is_linear=0
shrinkage=0.04


Tree=221
num_leaves=31
num_cat=10
split_feature=8 8 15 9 12 0 0 12 0 0 1 12 5 0 0 3 6 3 1 13 3 12 3 1 0 0 3 5 3 3
split_gain=1.03986 0.605334 0.412428 0.476053 0.92678 1.14506 1.07278 0.621121 0.623837 0.863014 0.500282 0.464268 0.430716 0.426285 0.338977 0.315527 0.306587 0.520531 0.299149 0.28364 0.341724 0.280056 0.274202 0.453829 0.233289 0.220228 0.210895 0.169802 0.153117 0.150683
threshold=0 1 2 3 4 38.20000000000001 35.600000000000009 5 16.750000000000004 32.500000000000007 5.5000000000000009 6 4.5000000000000009 20.500000000000004 45.425000000000004 1997.5000000000002 7 2012.5000000000002 5.5000000000000009 8 2001.5000000000002 9 2020.5000000000002 5.5000000000000009 27.750000000000004 35.250000000000007 2001.5000000000002 1.5000000000000002 1999.5000000000002 2019.5000000000002
decision_type=9 9 9 9 9 10 8 9 10 10 10 9 8 8 10 10 9 8 10 9 10 9 8 8 10 10 8 8 10 8
left_child=25 28 11 4 5 6 -4 13 -9 24 12 15 -11 -5 19 18 17 -7 -3 20 -14 -21 -6 -24 -10 -1 -15 -28 -2 -18
right_child=1 2 3 7 22 16 -8 8 9 10 -12 -13 14 26 -16 -17 29 -19 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0003727899870793145 -6.2136637039239532e-05 2.4205937575730448e-05 3.6584685713548837e-05 7.2382039338800351e-05 -0.0012264572887081204 -0.00045116173506829285 0.0033791977508564777 -0.00083417282498443428 0.00049241328649449211 -0.00064727894663640429 0.00014116034285809053 6.2775943659880727e-05 5.0614569991010676e-05 0.0016437126313568848 -0.0022913196383908783 0.00014922895628363597 2.7492176934431425e-05 0.00080956057418756378 -0.00024653458830812663 -5.9076881328959358e-05 6.5894956299060477e-05 3.9925042692704821e-05 1.276893063307537e-05 -0.00042721249023741577 0.0010189909745364034 5.9911900350384074e-05 -4.7794646783393008e-06 -0.00030919685663422777 -2.1801553955869552e-05 -0.00025565157483756369
leaf_weight=27 181 87 42 192 80 35 28 164 31 103 49 300 175 31 27 41 46 89 92 112 57 109 127 38 35 103 66 415 39 71
leaf_count=27 181 87 42 192 80 35 28 164 31 103 49 300 175 31 27 41 46 89 92 112 57 109 127 38 35 103 66 415 39 71
internal_value=5.07842e-05 -0.000114167 5.72927e-05 -0.000191281 0.000804232 0.0022236 0.00676056 -0.000547877 0.000174111 0.000698139 0.000240125 0.00105461 -8.9042e-05 -0.00142098 0.000415799 -0.000346321 0.000975206 0.00225185 -0.00108889 0.000678413 0.00161317 -0.00036207 -0.00101563 -0.000120483 0.00501492 0.00340425 -0.00204289 -0.00224896 -0.00207792 -0.000531251
internal_weight=2992 2862 2642 2122 556 311 70 1566 862 698 632 520 583 704 480 220 241 124 179 453 232 221 245 165 66 130 512 481 220 117
internal_count=2992 2862 2642 2122 556 311 70 1566 862 698 632 520 583 704 480 220 241 124 179 453 232 221 245 165 66 130 512 481 220 117
cat_boundaries=0 26 55 56 58 60 62 63 64 65 66
cat_threshold=0 2 0 0 0 0 0 0 1 0 0 131072 0 0 268435456 0 0 0 0 2048 2147483648 0 0 0 0 1073758208 268435472 4 0 0 0 0 0 2147483648 0 0 0 0 8192 1048576 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 524288 2284322816 1073873152 16548 213282 32 232480 32 17835298 330 12 1048834
is_linear=0
shrinkage=0.04


Tree=222
num_leaves=31
num_cat=13
split_feature=7 7 3 0 12 11 4 0 0 4 9 9 7 6 3 3 7 1 12 4 6 0 0 0 12 1 0 4 9 3
split_gain=1.33376 0.647115 0.39299 0.361391 0.440644 0.491761 0.37082 0.355763 0.563082 0.345639 0.307677 0.304168 0.35185 0.342253 0.46715 0.283446 0.262652 0.378359 0.22865 0.341708 0.27412 0.3047 0.404046 0.214182 0.180771 0.29008 0.207361 0.175645 0.162655 0.143615
threshold=0 1 1988.5000000000002 9.5000000000000018 2 3 7650.0000000000009 18.500000000000004 40.250000000000007 5544455000.000001 4 5 6 7 2018.5000000000002 2017.5000000000002 8 5.5000000000000009 9 6050.0000000000009 10 29.500000000000004 35.600000000000009 24.500000000000004 11 5.5000000000000009 42.250000000000007 575.00000000000011 12 2009.5000000000002
decision_type=9 9 8 10 9 9 8 10 10 10 9 9 9 9 8 8 9 10 9 8 9 10 10 10 9 8 10 10 9 8
left_child=-1 7 -3 -4 5 10 -7 -2 15 -10 -5 13 23 14 -6 -9 17 -8 27 -20 -21 -22 -23 -13 25 26 -12 29 -26 -14
right_child=1 2 3 4 11 6 16 8 9 -11 24 12 18 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00018582388399209483 -2.5539469672452054e-05 0.0006063747896730931 5.8566903980798848e-05 -0.00010267202297724941 -0.0019244024179024444 4.7322509981595879e-05 4.0151393584622991e-05 4.6796402405245014e-05 -0.0002809975626336382 0.00027311044136039606 -0.00095552010804795325 -0.0016452062920462296 -0.0022845426264554115 -0.00019963407697856693 0.00011489335791658328 0.00062189233816293036 -0.00060173807878071545 -0.0015451934154736182 -0.0024968364151824996 -1.2598950980338534e-07 7.459922919082945e-05 0.0020619608342713975 6.6406668616978746e-05 -2.6247086666065591e-05 3.5034498235328446e-05 0.00015808608172548932 0.00023070033869810837 5.0228967211873209e-05 -1.4495427241716331e-05 1.478914511104476e-06
leaf_weight=213 36 42 116 124 27 43 79 39 48 27 80 41 32 153 85 100 338 35 30 132 96 25 105 90 174 31 26 35 147 382
leaf_count=213 36 42 116 124 27 43 79 39 48 27 80 41 32 153 85 100 338 35 30 132 96 25 105 90 174 31 26 35 147 382
internal_value=-0.000301502 -5.5699e-05 -0.000254942 -0.000323034 -0.000432714 -0.00101838 -0.00193676 0.00183908 0.00253023 -0.000263159 -0.000215853 8.68158e-05 0.000416751 -0.00108696 0.000585365 0.00402857 -0.00231347 -0.000448001 0.000721697 0.00142356 0.00180501 0.00259916 0.00396946 -0.00143662 0.00027292 0.00143243 0.000523364 9.56512e-05 -0.000253013 -0.000134941
internal_weight=2931 2718 2468 2426 2310 1077 495 250 214 75 582 1233 968 265 112 139 452 114 837 388 358 226 130 131 458 137 106 449 321 414
internal_count=2931 2718 2468 2426 2310 1077 495 250 214 75 582 1233 968 265 112 139 452 114 837 388 358 226 130 131 458 137 106 449 321 414
cat_boundaries=0 18 30 32 35 37 39 51 52 61 63 64 65 67
cat_threshold=16384 16 537133056 2097664 0 0 33554432 0 0 0 0 256 128 0 0 0 4096 384 0 1 101711872 2048 2 134217728 0 536879104 0 16 0 64 16811298 2 4 0 524288 0 52 257 24580 0 0 0 0 0 0 0 0 67584 0 0 128 262 0 128 0 0 32 0 131072 0 67584 83968 32 388 32800 0 10240
is_linear=0
shrinkage=0.04


Tree=223
num_leaves=31
num_cat=11
split_feature=7 8 4 0 8 3 15 0 3 3 3 12 7 0 5 4 7 4 1 0 17 3 9 0 17 1 0 4 12 3
split_gain=1.18743 0.731405 0.525923 0.538548 0.513297 0.529773 0.527061 0.397871 0.381305 0.353776 0.327547 0.3046 0.446302 0.363969 0.354796 0.352969 0.334658 0.329958 0.412022 0.34934 0.347451 0.297273 0.226848 0.226231 0.283756 0.362694 0.278113 0.193794 0.180129 0.207597
threshold=0 1 16829230000.000002 42.250000000000007 2 2003.5000000000002 3 50.425000000000004 2020.5000000000002 2006.5000000000002 1997.5000000000002 4 5 15.500000000000002 2.5000000000000004 9950.0000000000018 6 45.000000000000007 4.5000000000000009 36.400000000000006 7 1989.5000000000002 8 26.500000000000004 9 2.5000000000000004 44.07500000000001 775.00000000000011 10 2012.5000000000002
decision_type=9 9 8 10 9 8 9 8 10 8 10 9 9 10 10 8 9 10 8 10 9 10 9 10 9 10 10 10 9 10
left_child=-1 2 -2 -4 -3 10 -7 8 9 -8 21 12 -11 -14 16 27 -13 18 -18 -19 -20 -6 -17 -24 -25 -26 -27 -15 -22 -30
right_child=1 4 3 -5 5 6 7 -9 -10 11 -12 14 13 15 -16 22 17 19 20 -21 28 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.00012770041488586515 0.00025052578549716263 -0.00061981755773478906 8.3096821922899768e-05 -0.00032289050489783409 0.0004732284899446677 8.8256806269082115e-05 -0.0010854080827568649 -0.0014232382526127266 3.8819102957228925e-06 -0.00082961443846346281 0.00013179887567776384 -7.4235303415266039e-05 0.00010525342913801761 -2.4729775710481292e-05 -0.0033938822805887111 -0.00032042755122191124 -0.002141349257442679 2.662884233489042e-05 0.00067688627332527357 -0.0003268846497868091 7.9918696651038197e-05 -0.00051037175021966669 -0.00079810804197661984 -0.00041485402590262893 0.00063252898060193704 -0.00010143836021386679 0.00017603337020531088 0.00050944899276786251 -6.1401871089271152e-06 0.00010155549177646177
leaf_weight=335 63 109 117 39 38 107 41 46 42 112 79 194 94 47 31 125 25 42 111 73 230 58 49 118 33 194 40 28 298 26
leaf_count=335 63 109 117 39 38 107 41 46 42 112 79 194 94 47 31 125 25 42 111 73 230 58 49 118 33 194 40 28 298 26
internal_value=-0.000168422 0.000123663 0.00227826 0.00112102 -8.32996e-05 5.06099e-05 -0.000125298 -0.000276618 -0.00019038 -0.00027406 0.00215909 -0.000192411 -0.000752057 -0.000368066 0.000268971 -0.000718111 0.000403999 0.000759803 0.00109985 -0.0012069 0.00129129 0.000577319 -0.00106429 -0.000575282 -0.000259068 0.000474819 -6.80861e-05 0.0018421 0.000821238 0.000191044
internal_weight=2944 2609 219 156 2390 2281 2106 1999 1953 1911 175 1870 840 728 1030 634 999 805 690 115 665 96 559 434 385 267 234 75 554 324
internal_count=2944 2609 219 156 2390 2281 2106 1999 1953 1911 175 1870 840 728 1030 634 999 805 690 115 665 96 559 434 385 267 234 75 554 324
cat_boundaries=0 18 44 73 74 75 92 104 105 107 108 110
cat_threshold=2 0 537919488 2099716 0 10240 33554432 0 0 134217728 8192 0 0 0 0 0 4096 256 0 2 0 0 0 0 0 0 1 0 0 131072 0 512 268435456 0 0 0 4096 0 0 0 0 0 0 16384 268435472 0 0 0 0 0 0 2147483648 0 0 0 0 0 1048576 0 0 0 0 0 0 0 0 0 8 0 0 4 0 128 2621440 83930114 0 128 67108864 0 0 0 0 0 65536 32 0 0 0 0 0 0 16 0 0 0 0 0 0 131072 0 33556480 0 0 256 24 0 16404 14 196608 32
is_linear=0
shrinkage=0.04


Tree=224
num_leaves=31
num_cat=13
split_feature=8 7 7 8 9 17 17 14 1 15 5 3 0 7 0 5 11 3 6 7 0 3 0 1 3 3 3 3 0 1
split_gain=1.12743 1.01281 0.629237 0.543603 0.438504 0.382886 0.331975 0.306462 0.354715 0.313532 0.305011 0.492933 0.22641 0.224797 0.269638 0.2089 0.180593 0.426934 0.233942 0.200996 0.226386 0.167486 0.154007 0.152848 0.133599 0.122515 0.157788 0.220839 0.117606 0.166791
threshold=0 1 2 3 4 5 6 7 3.5000000000000004 8 4.5000000000000009 2012.5000000000002 42.960000000000008 9 31.500000000000004 1.5000000000000002 10 2007.5000000000002 11 12 30.500000000000004 2008.5000000000002 35.850000000000009 1.5000000000000002 2003.5000000000002 1998.5000000000002 2010.5000000000002 2015.5000000000002 35.600000000000009 4.5000000000000009
decision_type=9 9 9 9 9 9 9 9 10 9 8 8 10 9 10 8 9 10 9 9 10 8 10 10 10 10 10 10 8 10
left_child=10 -2 22 -4 6 12 15 8 -7 -9 -1 24 28 14 -10 -5 18 -18 19 20 -15 -21 -3 -8 -12 -20 -27 -28 -6 -30
right_child=1 2 3 4 5 7 23 9 13 -11 11 -13 -14 16 -16 -17 17 -19 25 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=6.3974818907438518e-05 9.9256609453396278e-05 -3.3798378498381291e-06 -0.0015752220800792139 -0.00027211544350817216 0.00017936519592916183 0.00011314053326934167 -7.2464806122860632e-05 2.0621268512165866e-05 9.840340882633553e-06 -0.000119931096463217 0.00013609486981258406 1.4190738706271549e-05 0.00019238660322806544 0.00021848162341856777 8.5346859754281419e-05 0.00011770105838186849 -0.00040077044327728163 0.00022301206055955758 0.0013345453070539746 4.241501333105486e-05 -0.00015362241928537762 -0.00015772745076962966 -0.00017659273659542104 -0.00025221742768490973 0.00014216419931899299 -0.00031227427807413606 0.00083269242182942946 -0.00019709682757192663 -0.00017735749954207272 3.1406302590304874e-05
leaf_weight=72 115 31 115 42 34 55 52 130 218 196 41 202 36 104 46 98 191 36 129 47 49 271 195 272 26 28 25 29 36 32
leaf_count=72 115 31 115 42 34 55 52 130 218 196 41 202 36 104 46 98 191 36 129 47 49 271 195 272 26 28 25 29 36 32
internal_value=-0.000207178 -0.000491042 -0.000665073 -0.000457494 -0.000306415 -4.69854e-06 -0.00138105 -0.000189138 0.000103308 -0.00125816 0.00192045 0.00134815 0.00193289 -4.4294e-05 0.000959999 0.0002649 -0.000343479 -0.00129412 -1.1545e-05 -0.000506225 0.000658536 -0.00106991 -0.00263291 -0.00207761 0.00429412 0.00106306 -9.63865e-05 0.00116364 0.00108738 0.000115941
internal_weight=2953 2612 2497 2271 2156 1692 464 1554 1228 326 341 269 138 1173 264 140 909 227 682 471 153 318 226 324 67 211 82 54 102 68
internal_count=2953 2612 2497 2271 2156 1692 464 1554 1228 326 341 269 138 1173 264 140 909 227 682 471 153 318 226 324 67 211 82 54 102 68
cat_boundaries=0 26 36 54 81 83 84 85 86 87 95 97 98 105
cat_threshold=0 2058 0 0 0 1 0 0 1 32768 0 131076 8192 1024 0 0 0 0 0 2048 0 0 0 0 0 1073758208 131072 17 0 0 0 64 0 8192 0 32 0 0 536870912 2097664 0 134217728 33554432 0 33554432 134217728 0 0 16 0 0 0 1073745920 768 1342177280 4 4 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 0 0 4 1073741824 12464 49 9 8320 136839168 0 128 1140850688 0 0 0 0 131072 32804 2147483648 284 0 0 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=225
num_leaves=31
num_cat=12
split_feature=7 8 17 8 7 12 4 2 2 11 12 2 1 12 13 0 1 7 4 2 0 0 2 0 0 2 13 2 2 4
split_gain=1.93144 1.19028 0.657712 0.605806 0.528287 0.4785 0.827144 0.688279 0.330375 0.317726 0.810205 0.510876 0.497637 0.442978 0.364186 0.522899 0.363194 0.35925 0.447118 0.344081 0.337796 0.314265 0.29065 0.263656 0.344921 0.263393 0.262987 0.36689 0.801963 0.236841
threshold=0 1 2 3 4 5 21354125000.000004 24.500000000000004 25.500000000000004 6 7 47.500000000000007 1.5000000000000002 8 9 37.250000000000007 5.5000000000000009 10 3146480000.0000005 2.5000000000000004 16.750000000000004 23.500000000000004 6.5000000000000009 14.500000000000002 32.500000000000007 22.500000000000004 11 14.500000000000002 25.500000000000004 20282.500000000004
decision_type=9 9 9 9 9 9 8 8 8 9 9 10 10 9 9 10 10 9 8 10 10 10 8 8 10 10 9 10 10 8
left_child=-1 5 26 21 25 6 -2 -8 -7 13 17 12 -12 16 22 -16 -6 20 -19 -14 -11 -4 -15 -21 -25 -5 27 -3 -29 -30
right_child=1 2 3 4 9 8 7 -9 -10 10 11 -13 19 14 15 -17 -18 18 -20 23 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00012245720477643829 0.00022975887381335462 -0.0001627420923552152 7.2170349637319648e-06 1.6523449265155372e-05 -2.217779530525745e-05 -3.1316418038521784e-05 0.0007523459950344321 -8.8485767063436346e-05 6.0640302768023518e-05 1.6867985362469441e-05 0.00013588238630717338 -0.00027205851719319614 -0.0012405061641534306 6.3696122446191039e-05 0.00065066241896123852 7.666970027954306e-05 9.2803738126468827e-05 0.0091693555074413308 -1.1758721399709414e-05 -0.0022050790691462087 7.1138534758901734e-05 -0.00071676633278084008 -2.4827753211515184e-05 0.00039590834422297358 -0.0015728985908559079 0.0011864583517525989 -0.00018466810427494569 0.0012576704148022058 0.00011215684056773848 -0.00057996015099986064
leaf_weight=350 25 129 66 64 352 57 34 48 69 64 66 134 78 42 32 111 49 25 248 27 38 110 119 106 50 50 210 55 25 100
leaf_count=350 25 129 66 64 352 57 34 48 69 64 66 134 78 42 32 111 49 25 248 27 38 110 119 106 50 50 210 55 25 100
internal_value=-0.000140424 0.000242096 -3.38849e-05 0.00032356 0.000564225 0.00290164 0.00484746 0.00327711 0.0009927 0.000358246 -0.000170013 -0.00127966 -0.00045122 0.000977653 0.00210794 0.00355844 8.73777e-05 0.00119171 0.000380281 -0.00123664 0.00311504 -0.00183957 0.000674418 -0.00028261 0.000356687 0.003072 -0.00127547 -0.000487501 0.000662982 -0.00111111
internal_weight=2933 2583 2350 1831 1655 233 107 82 126 1541 836 461 327 705 304 143 401 375 273 261 102 176 161 183 156 114 519 309 180 125
internal_count=2933 2583 2350 1831 1655 233 107 82 126 1541 836 461 327 705 304 143 401 375 273 261 102 176 161 183 156 114 519 309 180 125
cat_boundaries=0 18 44 45 66 78 80 82 84 86 87 94 95
cat_threshold=0 0 537141248 264704 34 134217728 33554432 0 0 134218752 32 0 0 0 0 0 1073746048 256 16 2054 0 0 0 0 0 0 0 0 0 0 64 512 268435456 0 0 0 4096 0 0 0 0 0 0 268451840 14 268435456 0 0 0 0 1 0 0 0 0 0 2052 0 0 0 0 0 0 33554432 0 128 131072 1 1048576 0 0 0 0 0 2048 32 0 2097152 40962 32 49156 1024 67259648 34 16827650 34 2 0 0 67108864 4 0 0 131072 10
is_linear=0
shrinkage=0.04


Tree=226
num_leaves=31
num_cat=14
split_feature=7 7 8 12 8 3 0 12 15 6 0 8 12 0 0 9 0 17 12 0 0 0 1 3 3 1 0 3 7 1
split_gain=1.36265 1.10155 0.904046 0.519026 0.499015 0.462911 0.45848 0.453305 0.560329 0.482613 1.08202 0.429905 0.452624 0.425361 0.401346 0.324815 0.323191 0.272556 0.338638 0.502337 0.270873 0.266674 0.26578 0.261678 0.251289 0.248265 0.227347 0.210264 0.201335 0.188513
threshold=0 1 2 3 4 1998.5000000000002 30.500000000000004 5 6 7 35.850000000000009 8 9 42.960000000000008 18.500000000000004 10 42.710000000000008 11 12 24.500000000000004 40.250000000000007 35.600000000000009 3.5000000000000004 1996.5000000000002 2018.5000000000002 5.5000000000000009 47.250000000000007 2019.5000000000002 13 5.5000000000000009
decision_type=9 9 9 9 9 10 10 9 9 9 10 9 9 10 10 9 10 9 9 10 8 10 10 10 8 10 10 8 9 8
left_child=22 5 3 29 -4 -2 -5 8 15 10 -9 12 14 -8 -11 21 24 20 19 -19 25 -6 -1 -17 -12 -13 -10 -21 -24 -3
right_child=1 2 4 6 7 -7 13 9 26 11 16 17 -14 -15 -16 23 -18 18 -20 27 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019398233876350039 0.00089093905141900034 9.0594096414969565e-06 -0.00088038894080860915 -0.00077629657865715593 6.1573508920500497e-05 -0.00012116556756365376 0.00012763926361870583 0.0067011871656086795 -0.00011742727365035806 2.647047608152162e-05 4.1723550101937059e-05 0.00023708373792074506 -0.00034072961959383225 2.2208163819700306e-05 0.0034361430667492056 1.7448687298424892e-05 0.00054444461031862956 0.0010419292131334001 -0.0001369603920199836 0.00011211802896573243 -0.0019538864817402208 -0.00011008559832645079 -0.00019035070375163278 5.0037943281974932e-05 -5.7774360020646005e-05 0.00038141097009899451 4.7485628291828412e-05 -0.0012034389533631883 -0.00089359048614977581 -0.00044708803942958438
leaf_weight=32 73 71 125 25 25 28 210 33 416 98 26 67 146 70 27 349 26 25 180 26 27 130 119 150 89 25 27 65 162 60
leaf_count=32 73 71 125 25 25 28 210 33 416 98 26 67 146 70 27 349 26 25 180 26 27 130 119 150 89 25 27 65 162 60
internal_value=6.5461e-05 0.000366539 0.000192961 0.0018255 -0.000156714 0.00425 0.00272152 6.09661e-06 -0.000530687 0.000688862 0.00250811 0.000195121 0.00140425 0.00327402 0.00308823 0.00021654 0.00109859 -0.00061033 -0.00125082 0.000440944 0.000953845 -0.0013253 -0.00238272 0.000713725 0.000172413 0.00206452 -0.00161234 -0.000913044 -0.00285106 -0.00030986
internal_weight=2932 2619 2518 436 2082 101 305 1957 1097 860 174 686 271 280 125 654 141 415 296 116 119 155 313 499 115 92 443 91 281 131
internal_count=2932 2619 2518 436 2082 101 305 1957 1097 860 174 686 271 280 125 654 141 415 296 116 119 155 313 499 115 92 443 91 281 131
cat_boundaries=0 18 28 54 56 83 85 86 87 116 118 120 121 122 139
cat_threshold=147458 0 538181632 2621952 524288 0 33554432 536870912 0 134217728 8192 0 16 268435456 0 0 1073741824 256 268435456 1 33562624 0 0 64 0 8192 0 268435456 0 2050 0 0 0 0 0 0 0 0 0 4 10240 512 0 4096 0 0 0 8192 0 0 4194304 0 0 16384 74752 32 268435456 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 68 16982114 2 201326592 6 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 0 524288 1050624 32 1 16544 26 34048 2 0 1048576 0 0 0 0 536870912 0 0 0 0 0 0 0 0 1073741824
is_linear=0
shrinkage=0.04


Tree=227
num_leaves=31
num_cat=6
split_feature=7 8 4 0 2 2 0 4 2 2 7 0 2 4 11 13 4 9 2 2 0 2 2 2 2 0 2 2 4 0
split_gain=1.73996 1.04601 0.618281 0.458276 0.41234 0.36695 0.330891 0.562585 0.330581 0.705764 0.540245 0.341802 0.399999 0.286892 0.263983 0.405402 0.36479 0.375993 0.341771 0.27323 0.255284 0.24844 0.234406 0.362252 0.232769 0.229527 0.215232 0.203761 0.201617 0.211879
threshold=0 1 152.50000000000003 38.20000000000001 85.500000000000014 535.00000000000011 43.675000000000004 1972110000.0000002 61.500000000000007 69.500000000000014 2 9.5000000000000018 50.500000000000007 5595120000.000001 3 4 775.00000000000011 5 16.500000000000004 10.500000000000002 16.750000000000004 24.500000000000004 38.500000000000007 33.500000000000007 14.500000000000002 39.07500000000001 7.5000000000000009 7.5000000000000009 2114435000.0000002 39.07500000000001
decision_type=9 9 8 8 8 10 10 8 10 10 9 8 10 10 9 9 8 9 10 10 10 10 10 8 8 10 10 10 10 10
left_child=26 6 3 -3 8 -6 7 -2 10 -10 -4 -12 14 -8 18 16 -16 -18 19 -13 21 -17 23 -22 27 -11 -1 -9 29 -26
right_child=1 2 4 -5 5 -7 13 24 9 25 11 12 -14 -15 15 20 17 -19 -20 -21 22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-9.9975566068155191e-05 0.00013040138655740296 -8.5494300774310207e-05 -0.00069682088882929165 0.0002041708600780116 -0.00015813225899689677 7.5298529997497817e-05 -0.00026657399328883002 0.0002272508529188154 0.002150415362828778 -5.2599197317874709e-05 0.00018883754565476464 -0.0015756343717706642 -0.00021184871936945628 0.00011492573007785503 -0.00096341276619449606 -0.00088925555644090522 1.8605682174097639e-05 0.00014164846956571395 -0.00099572292124570027 6.4777328908824323e-05 -0.0001765510583962903 0.00048257876431182791 -0.00025278004244293857 3.6635615971060322e-05 -0.00015302877182672361 6.1460233073567808e-05 -0.00012017102834717291 -0.0010478563810065616 -0.00084617573171354306 0.00054941958234891583
leaf_weight=158 38 29 113 32 328 48 53 30 27 67 78 51 59 27 38 28 466 191 58 27 327 35 40 25 27 41 328 37 30 109
leaf_count=158 38 29 113 32 328 48 53 30 27 67 78 51 59 27 38 28 466 191 58 27 327 35 40 25 27 41 328 37 30 109
internal_value=-0.000224034 0.000212145 -0.000128363 0.00380645 -0.000248048 -0.00144297 0.00219889 0.00292647 2.15301e-05 0.00191176 -0.000145739 7.53129e-05 -7.42952e-05 -9.41901e-10 7.45911e-05 0.000275624 0.000878186 0.00111246 -0.00152381 0.000101265 -0.000643778 0.0016875 -0.00103817 -0.000702551 0.00217094 0.000440366 -0.00238229 0.00017647 0.00297006 0.00362044
internal_weight=2945 2459 2108 61 2047 376 351 271 1671 135 1536 1423 1345 80 1286 1150 695 657 136 78 455 63 392 352 233 108 486 67 166 136
internal_count=2945 2459 2108 61 2047 376 351 271 1671 135 1536 1423 1345 80 1286 1150 695 657 136 78 455 63 392 352 233 108 486 67 166 136
cat_boundaries=0 18 47 64 67 68 70
cat_threshold=0 128 1611931648 2621952 32 64 0 805306368 33554432 134217728 32 128 0 0 0 0 4112 256 16 2048 4 0 0 1 0 2147483648 0 0 0 0 10240 512 0 4096 0 0 4096 0 2147483648 0 0 0 0 268435456 0 0 524288 0 0 67108864 4 0 0 33554432 0 0 0 0 0 0 0 0 32 1073741824 16384 1024 524289 10 0 18592
is_linear=0
shrinkage=0.04


Tree=228
num_leaves=31
num_cat=11
split_feature=7 7 2 12 3 3 13 2 2 17 6 13 2 12 3 2 0 2 0 12 17 0 2 0 12 0 2 2 3 2
split_gain=1.39827 0.816255 0.618236 0.524634 0.829508 0.876522 0.530927 0.53907 0.470435 0.46506 0.748862 0.721743 0.676784 0.44991 0.408563 0.416182 0.386234 0.382797 0.382276 0.362784 0.36075 0.491698 0.344258 0.332261 0.497602 0.288103 0.294624 0.454864 0.274349 0.261636
threshold=0 1 9.5000000000000018 2 2001.5000000000002 1997.5000000000002 3 24.500000000000004 26.500000000000004 4 5 6 101.50000000000001 7 2024.5000000000002 4.5000000000000009 38.57500000000001 69.500000000000014 18.500000000000004 8 9 12.250000000000002 19.500000000000004 15.500000000000002 10 44.07500000000001 80.500000000000014 39.500000000000007 1984.5000000000002 9.5000000000000018
decision_type=9 9 10 9 8 10 9 10 10 9 9 9 8 9 8 10 10 10 10 9 9 10 10 10 9 10 8 10 10 10
left_child=-1 2 -2 6 5 -5 7 13 -4 -6 14 12 19 -3 22 16 -16 -10 -15 -12 -8 -22 -11 -23 28 26 27 -13 -25 -26
right_child=1 3 8 4 9 -7 20 -9 17 10 11 25 -14 18 15 -17 -18 -19 -20 -21 21 23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-0.0001354864816624045 -0.00032998764095449641 -0.0012839190900944164 0.00026802883043416139 0.00012341873832450299 -0.00016144872846114746 0.0013568174587022298 -3.22074130765623e-05 -0.00060856060067641048 -1.5564071964944998e-05 2.0409800472492433e-05 -7.3106382889766796e-05 -0.00096985217432916048 0.0019709199218457905 0.00042339943447685226 0.0030749441322480103 3.7643281863628512e-05 0.00019127885418529202 0.0012409303079502049 -8.1904165029439531e-07 2.8713650579893415e-05 -0.00028612229141371172 0.00063717432793735014 0.0004773045523024045 0.00018248511370520516 0.0010444869364099249 9.1205131350939272e-05 -0.00032179822790706717 4.8728924778589825e-05 0.00083453955103338973 -0.00038598551885952635
leaf_weight=342 53 106 68 60 260 32 119 234 52 38 226 155 34 37 27 167 73 34 131 141 43 40 33 78 63 33 80 52 25 113
leaf_count=342 53 106 68 60 260 32 119 234 52 38 226 155 34 37 27 167 73 34 131 141 43 40 33 78 63 33 80 52 25 113
internal_value=-3.9323e-05 0.000279602 0.00262385 6.63616e-05 0.000559774 0.00421505 -0.000636001 -0.00152601 0.00402581 0.00030606 0.000676635 -6.01102e-05 0.00105825 -0.000349092 0.00220057 0.00153731 0.00356436 0.00202299 0.000938547 0.000576086 0.000317072 0.000943699 0.00494444 0.0015125 0.00101428 -0.00145015 -0.00190278 -0.00109615 0.00305263 -0.000342247
internal_weight=2949 2607 207 2400 1411 92 989 508 154 1319 1059 721 401 274 338 267 100 86 168 367 481 362 71 319 279 320 287 207 103 176
internal_count=2949 2607 207 2400 1411 92 989 508 154 1319 1059 721 401 274 338 267 100 86 168 367 481 362 71 319 279 320 287 207 103 176
cat_boundaries=0 18 34 36 37 38 39 40 42 43 44 45
cat_threshold=0 268435456 1611669504 2097664 0 64 0 268435456 0 1024 32 384 16 268435456 0 0 144 384 147456 1 0 0 2 2 0 8192 0 268435488 32768 64 128 0 0 32 16973920 34 2 13 338 10 196608 2 68182018 26 65600
is_linear=0
shrinkage=0.04


Tree=229
num_leaves=31
num_cat=10
split_feature=8 0 8 9 12 2 2 5 8 4 11 0 12 4 1 2 4 1 12 9 2 2 2 2 2 2 2 12 0 2
split_gain=1.05088 0.777847 0.493429 0.44262 0.521726 0.568915 0.517345 0.431294 0.369802 0.383647 0.361323 0.398658 0.352665 0.348584 0.347928 0.339359 0.306087 0.519877 0.410541 0.79622 0.525784 0.270861 0.265984 0.27669 0.22412 0.220147 0.224785 0.43364 0.32841 0.209954
threshold=0 39.07500000000001 1 2 3 122.50000000000001 54.500000000000007 3.5000000000000004 4 9950.0000000000018 5 48.175000000000004 6 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 6789.5000000000009 5.5000000000000009 7 8 8.5000000000000018 24.500000000000004 5.5000000000000009 24.500000000000004 78.500000000000014 10.500000000000002 73.500000000000014 9 38.57500000000001 36.500000000000007
decision_type=9 10 9 9 9 8 10 10 9 10 9 10 9 10 8 10 8 10 9 9 8 8 10 10 10 10 10 9 10 8
left_child=1 -1 21 -4 5 6 -5 8 -6 10 11 16 -12 15 -7 -14 -10 18 20 -20 -18 -2 -19 -24 29 -17 27 -27 -28 -23
right_child=2 -3 3 4 7 14 -8 -9 9 -11 12 -13 13 -15 -16 25 17 22 19 -21 -22 24 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0014152078534673358 -0.0011814492452405065 0.00010134504087392124 -4.9226774976439039e-05 0.00011537489888107967 3.9253769769200881e-05 0.0008418742200721255 -0.00020532392758582319 0.00034024255068081154 -0.00010119570133180923 -0.00041659288635874467 -0.00051944368091101764 -0.0015294153266899293 -0.0011016899894504696 0.00013176323821557478 1.4778241984591387e-05 3.1971711636911369e-05 -7.2363864480133906e-05 -3.9115956322994323e-06 -0.00091216535494154495 0.00010541824806034227 0.00033100668890642231 -9.9543214712184602e-05 0.0018401226649480277 8.3025252339250473e-05 -0.00089159052874350931 -0.0015769890702982212 -8.2375068364290394e-05 3.3282360012165374e-05 0.00047249947915262386 0.00013885302126833234
leaf_weight=31 98 79 495 179 337 28 53 39 95 66 242 32 60 37 26 34 52 26 147 113 161 35 29 25 60 110 46 106 26 43
leaf_count=31 98 79 495 179 337 28 53 39 95 66 242 32 60 37 26 34 52 26 147 113 161 35 29 25 60 110 46 106 26 43
internal_value=-1.37419e-05 0.00363636 -0.000170759 -6.21454e-06 0.000251922 0.00180471 0.000995707 -6.68991e-06 -0.000100861 -0.000386461 -0.000241432 0.000405209 -0.00089881 -0.000176745 0.00552727 -0.000543082 0.000628659 0.000989169 0.000481012 -0.000590407 0.00173214 -0.00187854 0.00395062 0.00552727 -0.000805756 -2.47688e-05 -0.000387544 -0.00103226 0.00153425 0.000607594
internal_weight=2910 110 2800 2564 2069 286 232 1783 1744 1407 1341 680 661 419 54 382 648 553 473 260 213 236 80 54 138 322 288 216 72 78
internal_count=2910 110 2800 2564 2069 286 232 1783 1744 1407 1341 680 661 419 54 382 648 553 473 260 213 236 80 54 138 322 288 216 72 78
cat_boundaries=0 26 50 52 53 76 79 81 82 84 86
cat_threshold=0 0 0 134217728 0 0 0 0 0 32768 0 0 64 0 268435456 0 0 0 0 2048 0 0 0 0 0 1073790976 1342177280 8 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 128 0 0 8 128 16560 17833984 16 2048 0 0 0 0 0 0 0 0 0 0 8192 512 0 4096 0 0 4096 0 256 0 4194304 32772 2147483648 524288 66626 2 65794 0 2048 33024 32
is_linear=0
shrinkage=0.04


Tree=230
num_leaves=31
num_cat=13
split_feature=7 8 7 4 2 4 9 2 2 2 12 9 17 8 3 2 2 7 2 12 8 7 2 2 3 3 2 9 2 4
split_gain=1.13661 0.927613 0.669535 0.408733 0.452552 0.384504 0.342233 0.715586 0.311214 0.353064 0.266941 0.446221 0.418215 0.407075 0.544259 0.431065 0.4079 0.325126 0.34766 0.386923 0.299415 0.298567 0.534523 0.297156 0.280867 0.258859 0.419917 0.242972 0.232464 0.201589
threshold=0 1 2 9300.0000000000018 7.5000000000000009 3550.0000000000005 3 13.500000000000002 99.000000000000014 23.500000000000004 4 5 6 7 2018.5000000000002 8.5000000000000018 58.500000000000007 8 11.500000000000002 9 10 11 11.500000000000002 114.50000000000001 1996.5000000000002 2010.5000000000002 25.500000000000004 12 63.500000000000007 1868495000.0000002
decision_type=9 9 9 10 10 10 9 10 10 8 9 9 9 9 10 8 8 9 10 9 9 9 8 10 8 8 10 9 10 10
left_child=-1 8 -3 5 -5 6 7 -4 9 -2 12 -12 -8 16 15 -15 -13 -17 -19 -20 -14 22 -22 -21 -23 26 -26 -27 -9 -11
right_child=1 2 3 4 -6 -7 10 28 -10 29 11 13 20 14 -16 17 -18 18 19 23 21 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00018006535052654093 0.00011805989783609061 0.0001569373937496172 0.00027597275759693487 3.130349975797817e-06 -0.00052226762927108682 0.0033529405569690876 -0.00091321645101302262 -0.0023127837120382735 2.0168658582559849e-05 -0.00011245380184699535 -0.00017929947017420288 -0.00082930134044660164 6.6770703135606298e-05 -0.00023047267947286403 0.00015868416324918831 -2.1102909469642204e-05 7.1024870167437051e-05 0.00018563010098926206 -0.00013862552820601462 0.0001132752616505475 0.00019697344217537807 -0.0025994931770084192 -0.0012373694353416723 0.0023818654489006479 -3.3349020687408968e-05 -7.9424909517090213e-05 0.00017916438491188049 4.6900658109111872e-05 1.8791217074595156e-05 0.00047408772315026904
leaf_weight=226 119 100 50 51 95 28 109 25 31 77 100 74 107 113 26 111 34 72 120 163 39 33 171 32 43 534 54 152 30 28
leaf_count=226 119 100 50 51 95 28 109 25 31 77 100 74 107 113 26 111 34 72 120 163 39 33 171 32 43 534 54 152 30 28
internal_value=-0.000145184 8.63827e-05 -0.000155027 -0.000296173 -0.00234014 -0.00016209 -0.000222527 0.00189655 0.00233083 0.00188444 -0.000337465 0.000210279 -0.0007087 0.000555555 0.000944444 0.000712417 -0.00161345 0.00121844 0.00173869 0.00120253 -0.000465036 -0.000678882 -0.00199095 0.00223301 -0.000319227 -0.000168368 0.0017551 -0.000442505 -0.00107143 0.000188678
internal_weight=2947 2721 2466 2366 146 2220 2192 105 255 224 2087 845 1242 745 637 611 108 498 387 315 1133 1026 210 195 816 783 97 686 55 105
internal_count=2947 2721 2466 2366 146 2220 2192 105 255 224 2087 845 1242 745 637 611 108 498 387 315 1133 1026 210 195 816 783 97 686 55 105
cat_boundaries=0 18 47 64 66 68 70 71 92 109 110 133 150 152
cat_threshold=2 32 536879104 2097664 2 0 0 0 0 9248 0 0 0 0 0 0 128 256 16 0 4 0 2147483648 0 0 0 0 0 0 0 8256 512 0 0 0 0 0 8192 0 0 0 0 0 268451840 0 0 524288 0 17 0 0 0 64 0 8192 0 0 0 0 128 0 0 0 1073741824 257 8192 67191906 32 0 16416 18 0 8 0 0 0 0 0 0 0 0 0 131072 0 0 0 4096 0 0 0 0 384 0 128 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 16 16787456 0 8 0 0 0 1 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 4194304 0 128 67108864 4 0 0 131072 0 0 0 0 0 0 0 0 0 4096 0 6276
is_linear=0
shrinkage=0.04


Tree=231
num_leaves=31
num_cat=11
split_feature=8 12 15 4 2 0 12 2 12 8 4 3 14 0 3 2 2 2 0 9 6 2 2 12 2 0 2 2 0 9
split_gain=1.09255 0.914528 0.833311 0.546946 0.532945 0.671798 0.436613 0.427936 0.423077 0.468207 0.514116 0.394015 0.352005 0.341251 0.298082 0.429751 0.278122 0.293973 0.463724 0.434501 0.730994 0.631101 0.476648 0.505701 0.473393 0.450984 0.230144 0.326635 0.308396 0.201335
threshold=0 1 2 1511170000.0000002 16.500000000000004 39.07500000000001 3 39.500000000000007 4 5 101.00000000000001 2002.5000000000002 6 50.425000000000004 1989.5000000000002 34.500000000000007 131.00000000000003 8.5000000000000018 40.250000000000007 7 8 16.500000000000004 73.500000000000014 9 24.500000000000004 15.500000000000002 80.500000000000014 22.500000000000004 39.07500000000001 10
decision_type=9 9 9 8 8 10 9 10 9 9 8 8 9 8 10 10 10 10 10 9 9 10 10 9 10 10 10 8 10 9
left_child=1 14 6 -3 -5 -6 -2 -7 12 26 -11 -12 29 16 15 -1 17 18 -13 24 -21 -22 23 25 -19 -23 27 -10 -29 -4
right_child=2 3 8 4 5 7 -8 -9 9 10 11 13 -14 -15 -16 -17 -18 19 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.9733988122409623e-05 -3.0433478763943714e-05 -0.0028240268981390777 -7.2306343707434349e-05 -8.8714216079413603e-05 -0.0014805721873335815 0.00075728926592545643 0.0001289034640153355 8.9668905697710117e-05 -0.001201998919022215 0.00011801874653356616 0.00013840541161527886 -0.00031885532609193112 4.0679561646486536e-05 -0.0020609428549995174 0.00021447178339617149 4.5073168228918663e-05 -5.896277388329477e-05 0.00011356439132623468 9.6113362966220766e-05 -0.0007095592114217446 0.00078116142328855422 0.00028780674057863877 9.8385209131647561e-05 -0.0004868795807021313 -1.9119744018735227e-05 -0.00015594536548132126 -3.7483589011811432e-05 0.00041134726436343349 8.9371172055897818e-05 -0.00045188062459655594
leaf_weight=51 109 35 302 97 32 34 122 42 32 39 110 309 110 49 27 26 92 71 103 206 120 35 56 225 57 96 44 26 43 219
leaf_count=51 109 35 302 97 32 34 122 42 32 39 110 309 110 49 27 26 92 71 103 206 120 35 56 225 57 96 44 26 43 219
internal_value=1.50675e-05 0.00209577 -0.000270689 0.000637449 0.00145631 0.00337615 0.00196694 0.0054026 -0.000499364 -0.000169374 -0.000374922 -0.000494119 -0.00137695 -0.00067324 0.00507826 0.00682051 -0.000554341 -0.000400314 -0.00127845 1.84535e-05 -0.000363152 0.000427255 -0.000309928 -0.000851542 0.00207194 0.00109859 0.00192308 0.00309804 0.00462857 -0.00181203
internal_weight=2919 344 2575 240 205 108 231 76 2344 1713 1568 1529 631 1419 104 77 1370 1278 412 866 738 532 412 356 128 131 145 101 69 521
internal_count=2919 344 2575 240 205 108 231 76 2344 1713 1568 1529 631 1419 104 77 1370 1278 412 866 738 532 412 356 128 131 145 101 69 521
cat_boundaries=0 27 29 30 31 33 56 57 59 60 61 63
cat_threshold=1073741824 2054 4 0 0 0 0 0 0 32768 0 133120 10304 0 268435456 0 0 0 33554432 0 0 0 0 0 0 49152 64 204800 32 137887744 172322 17900544 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 256 0 4194304 139265 256 8368 196 67110946 0 2080
is_linear=0
shrinkage=0.04


Tree=232
num_leaves=31
num_cat=9
split_feature=15 2 10 11 12 15 2 2 2 3 11 2 1 12 17 2 2 3 5 2 2 12 2 2 3 2 2 3 2 2
split_gain=0.685669 0.567232 0.541939 0.35211 0.698394 0.417517 0.550522 0.458685 0.360734 0.352194 0.30969 0.304776 0.410462 0.302535 0.740121 0.426941 0.373072 0.355885 0.315651 0.458482 0.824746 0.554033 0.611639 0.44055 0.338957 0.267944 0.314921 0.280908 0.265639 0.617659
threshold=0 11.500000000000002 1 2 3 4 3.5000000000000004 41.500000000000007 29.500000000000004 2003.5000000000002 5 3160.5000000000005 5.5000000000000009 6 7 47.500000000000007 26.500000000000004 2016.5000000000002 1.5000000000000002 9.5000000000000018 12.500000000000002 8 19.500000000000004 79.500000000000014 2011.5000000000002 19.500000000000004 7.5000000000000009 1997.5000000000002 46.500000000000007 22.500000000000004
decision_type=9 8 9 9 9 9 8 10 8 8 9 8 10 9 9 10 10 8 8 10 10 9 10 10 10 10 10 10 10 10
left_child=1 -1 -2 13 5 6 -5 8 -8 -9 -6 12 -7 15 -15 16 25 -17 -16 24 -21 22 -22 -24 -20 26 -4 -28 29 -14
right_child=2 -3 3 4 10 11 7 9 -10 -11 -12 -13 28 14 18 17 -18 -19 19 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00041754101646506922 -3.8973894027542415e-05 4.821503338049221e-05 0.00013343421071041855 -0.00088404973543068047 2.1206035951722339e-05 -0.00015440040243097519 0.00019164659001351188 9.7659545824314953e-05 0.00010007916652536315 -7.0120828229873481e-06 -0.00028421480319564424 0.00010744711688462255 -0.00030908821859798922 -0.00066622429444429131 0.00010488430509725429 -0.00026932230210642268 -0.0007296049878642133 0.0023116473755012378 -0.00035375874122651834 0.0002905153073264292 -1.5839128437322374e-05 -0.00020631993081327138 0.00013284791373213023 -1.5173822044198889e-05 0.0001093998223663655 0.00075120269241314046 -0.00013501051563975881 6.5426544399948007e-05 -0.00020595441577228677 0.00018842079639253456
leaf_weight=40 153 185 84 26 108 161 145 28 50 125 459 107 41 176 49 25 65 44 155 50 78 133 126 42 36 46 88 34 59 35
leaf_count=40 153 185 84 26 108 161 145 28 50 125 459 107 41 176 49 25 65 44 155 50 78 133 126 42 36 46 88 34 59 35
internal_value=0.000388625 0.00245763 0.000207374 0.000348027 -0.00010037 0.000675126 0.00162078 0.00208596 0.00336735 0.000441557 -0.00115571 -0.000222223 -0.00088889 0.000834138 0.000397195 0.00175315 0.00116981 0.00462857 0.00100588 0.000772946 0.00149767 0.000852631 0.00192996 0.00336095 -0.000854168 0.00186561 0.00123671 -6.50416e-05 0.000735293 0.00228571
internal_weight=2953 225 2728 2575 1344 777 374 348 195 153 567 403 296 1231 845 386 317 69 669 620 429 379 246 168 191 252 206 122 135 76
internal_count=2953 225 2728 2575 1344 777 374 348 195 153 567 403 296 1231 845 386 317 69 669 620 429 379 246 168 191 252 206 122 135 76
cat_boundaries=0 1 2 5 7 8 11 12 13 14
cat_threshold=136839168 1 2147516420 1048576 1 1188162 34 75497472 0 2147484672 524288 85000288 9 35074
is_linear=0
shrinkage=0.04


Tree=233
num_leaves=31
num_cat=10
split_feature=15 6 11 11 2 12 4 3 9 3 4 2 12 4 1 12 3 15 2 2 2 1 4 4 1 2 2 12 2 4
split_gain=0.611159 0.506354 0.84992 0.654002 1.02559 0.481214 0.438019 0.383768 0.344015 0.391719 0.60813 0.380625 0.340033 0.526464 0.339909 0.331488 0.396407 0.367373 0.32731 0.303608 0.267332 0.245216 0.231349 0.21866 0.201828 0.199756 0.28091 0.195935 0.25556 0.3893
threshold=0 1 2 3 28.500000000000004 4 680725000.00000012 2024.5000000000002 5 2016.5000000000002 1950.0000000000002 4.5000000000000009 6 3425710000.0000005 4.5000000000000009 7 2015.5000000000002 8 332.00000000000006 100.50000000000001 4.5000000000000009 4.5000000000000009 8.0000000000000018 45.000000000000007 4.5000000000000009 8.5000000000000018 11.500000000000002 9 19.500000000000004 22.000000000000004
decision_type=9 9 9 9 8 9 8 8 9 8 10 10 9 8 10 9 10 9 8 8 10 10 10 10 10 10 10 9 10 10
left_child=19 3 8 7 25 23 -7 -2 9 -3 11 -11 13 -6 -15 24 17 21 -14 -1 -19 -17 -23 -4 -10 -5 -27 28 -9 -30
right_child=1 2 5 4 12 6 -8 27 15 10 -12 -13 18 14 -16 16 -18 20 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00081272585745344422 6.3299415308477934e-05 -9.8076101486283191e-05 1.3171415745585786e-05 0.00010268894319388654 0.0013421519049451247 7.7531849434544296e-05 -0.00023407464046271769 -2.4135366003517694e-05 -0.00027357525744393745 -0.00031282279932248215 -0.00027734576359150087 0.00078084628077097914 9.3308917674234811e-06 7.3269988095504444e-05 -0.00045426755360716316 0.00058517949902470276 -0.0010998069245509153 3.0160419221540223e-05 -0.0012307542966887362 5.4951101400753792e-06 -0.00018287242217592575 2.5487664417705612e-05 -0.00087558354344785181 -6.9280494061985118e-05 -5.6366921019855707e-05 0.00021875332375512148 0.00032470490042287096 -0.0016297951761641222 0.00078169477361021201 -0.00024979142635721312
leaf_weight=75 163 26 196 45 25 25 321 157 36 27 26 67 57 31 51 51 62 32 61 53 131 463 29 40 348 31 79 122 60 27
leaf_count=75 163 26 196 45 25 25 321 157 36 27 26 67 57 31 51 51 62 32 61 53 131 463 29 40 348 31 79 122 60 27
internal_value=5.89435e-05 -7.00009e-05 -0.00044421 0.000699999 0.00194373 -0.00169983 -0.00264426 -0.000214816 0.000128341 0.00188535 0.00297521 0.00446316 0.000265486 0.00179661 0.000385541 -0.000110061 0.000369704 0.000644978 -0.0011783 0.00264748 -0.000988507 0.00113357 0.000876267 -0.00025911 -0.00105317 0.00448718 0.0054054 -0.000937331 -0.000219609 0.0015
internal_weight=2917 2789 1880 909 380 582 346 529 1298 146 120 94 225 107 82 1152 768 706 118 128 163 543 492 236 384 155 110 366 244 87
internal_count=2917 2789 1880 909 380 582 346 529 1298 146 120 94 225 107 82 1152 768 706 118 128 163 543 492 236 384 155 110 366 244 87
cat_boundaries=0 2 3 5 7 8 10 11 12 13 14
cat_threshold=134742016 262144 384 36 1049600 36 1024 17924416 1073742080 4128 8258 68199488 69206016 67207170
is_linear=0
shrinkage=0.04


Tree=234
num_leaves=31
num_cat=13
split_feature=8 12 13 9 12 1 2 4 11 3 3 12 12 5 4 0 12 2 0 17 15 12 12 2 2 0 2 3 2 2
split_gain=0.84607 1.06628 0.713004 0.48955 0.637492 0.542737 0.484508 0.443487 0.450407 0.788298 0.543554 0.434884 0.376404 0.395829 0.363772 0.976759 0.469677 0.526839 0.41547 0.331339 0.360163 0.436625 0.42577 0.738761 0.327842 0.320031 0.319959 0.305403 0.299379 0.230666
threshold=0 1 2 3 4 1.5000000000000002 9.5000000000000018 215.00000000000003 5 2002.5000000000002 1996.5000000000002 6 7 1.5000000000000002 16829230000.000002 42.250000000000007 8 34.500000000000007 42.710000000000008 9 10 11 12 37.500000000000007 79.500000000000014 42.710000000000008 10.500000000000002 2010.5000000000002 14.500000000000002 155.00000000000003
decision_type=9 9 9 9 9 10 8 10 9 8 10 9 9 8 8 10 9 10 10 9 9 9 9 8 10 10 10 10 10 10
left_child=1 2 25 4 6 28 -2 8 9 10 -7 -10 13 -11 18 16 26 -18 -3 -14 21 -21 23 -22 -23 -1 -16 29 -5 -13
right_child=3 14 -4 5 -6 7 -8 -9 11 12 -12 27 19 -15 15 -17 17 -19 -20 20 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.4067038728633057e-05 0.00062726092262664537 6.1331461419016058e-06 -0.00049571350587458934 1.8439779653611878e-05 -0.00017091497308107322 9.5520130248040523e-05 -2.5352124060166651e-05 -0.00020308191273840041 -0.0027777514102053946 0.00023723567392235767 0.0011803970728725144 -1.6182759563865491e-05 -0.00015123271901275315 -0.00011703399569055543 0.00084327259149605499 -0.00052794407142377458 0.00017027807397818669 0.0024525910679416684 0.00029482130860687065 -0.00028242571688019729 4.2169423577397782e-05 5.5384498835603158e-05 1.6745748605122502e-05 0.0014444912396757335 -4.1937962271958779e-05 -9.4576865131233793e-05 -4.1365747491035717e-05 0.00080181310260639827 9.6443327843959742e-05 -0.00033535946537109829
leaf_weight=95 34 40 132 88 384 40 69 158 106 26 37 167 144 290 33 57 73 31 48 218 56 197 118 55 28 25 76 25 49 31
leaf_count=95 34 40 132 88 384 40 69 158 106 26 37 167 144 290 33 57 73 31 48 218 56 197 118 55 28 25 76 25 49 31
internal_value=4.09407e-05 0.00135266 -0.000638784 -0.000308881 -0.00142169 -6.50854e-06 0.00129824 -0.000202712 5.19723e-06 0.000363933 0.00425641 -0.00128235 9.88517e-05 -0.00105199 0.00273171 0.00206642 0.00330841 0.00507826 0.00503371 0.00055139 0.000925328 0.000237885 0.00218333 0.00390164 0.00144068 0.00152672 0.00103333 -0.000222223 0.0024058 -0.00076382
internal_weight=2930 610 252 2320 487 1833 103 1696 1538 1209 77 329 1132 316 358 270 213 104 88 816 672 443 229 111 225 120 109 223 137 198
internal_count=2930 610 252 2320 487 1833 103 1696 1538 1209 77 329 1132 316 358 270 213 104 88 816 672 443 229 111 225 120 109 223 137 198
cat_boundaries=0 27 29 30 32 33 36 38 39 40 41 42 44 45
cat_threshold=1073741840 2048 0 134217728 0 1 0 2147483648 0 32768 0 133120 10240 512 268435456 0 0 0 33558528 0 256 0 0 0 0 268484608 64 216096 32 12 641 24720 215296 49188 2147483648 524288 16780290 32 68322336 8450 24 76546048 84224 32 84226
is_linear=0
shrinkage=0.04


Tree=235
num_leaves=31
num_cat=11
split_feature=7 12 7 4 0 8 7 11 2 12 0 2 2 2 2 0 2 2 8 2 14 6 2 1 0 12 2 2 2 4
split_gain=1.46962 0.903239 0.941519 0.866779 0.601836 0.459675 0.414315 0.344359 0.338446 0.327327 0.625656 0.384465 0.310642 0.299664 0.544077 0.595626 0.29469 0.286341 0.286311 0.344464 0.30569 0.284697 0.40607 0.462128 0.299458 0.278994 0.425482 0.444675 0.317259 0.258872
threshold=0 1 2 2350.0000000000005 45.425000000000004 3 4 5 455.00000000000006 6 15.500000000000002 29.500000000000004 68.500000000000014 147.50000000000003 34.500000000000007 38.57500000000001 14.500000000000002 47.500000000000007 7 76.500000000000014 8 9 17.500000000000004 3.5000000000000004 44.07500000000001 10 9.5000000000000018 19.500000000000004 36.500000000000007 2960.0000000000005
decision_type=9 9 9 8 10 9 9 9 10 9 10 8 10 10 10 10 10 8 9 10 9 9 8 10 10 9 10 10 10 10
left_child=6 8 4 16 13 -5 9 29 18 11 -11 -1 17 14 -3 -16 -4 -12 -2 20 25 22 -9 -24 -23 26 -20 -28 -29 -7
right_child=1 2 3 5 -6 7 -8 21 -10 10 12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 24 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0011516036271055016 -0.00059402701656136709 0.00030544442611548777 5.147260945187554e-05 9.7726766775277257e-05 -0.001503318956780573 3.2478796199228038e-05 -0.00052212808179322829 0.0015275606976864135 4.9916459628053351e-05 0.00084833120869994385 -1.0942924732542467e-05 -2.3446317675794442e-05 -0.0014268931749496269 -8.6889991237999872e-05 1.5711928769702045e-05 0.00079283022163573831 0.0002104633243869837 0.0027567122927881728 0.00026740805813165049 -0.00029485885915362861 -0.0003245606299449476 -0.00017597951966972445 0.00010395703842929666 -0.00096945288902574331 3.7244657218862744e-05 -0.00012122261487483381 -0.00034107732690487292 0.0013869537007515779 -0.00010597005778785569 -0.00047342617792763269
leaf_weight=114 117 137 53 208 25 439 200 46 39 48 135 122 40 28 27 33 30 25 42 89 159 261 26 63 33 245 47 33 38 32
leaf_count=114 117 137 53 208 25 439 200 46 39 48 135 122 40 28 27 33 30 25 42 89 159 261 26 63 33 245 47 33 38 32
internal_value=8.99479e-05 0.000583812 0.00118182 0.000695507 0.00337165 0.000403967 -0.00151943 -9.42159e-10 -0.000482928 -0.000840405 0.000185327 -0.00187854 -0.000796021 0.00415929 0.00470707 0.00786885 0.00461905 -9.47751e-10 -0.00067445 -0.000319278 4.24769e-05 -0.000809092 0.000684931 -0.000844445 -0.00149508 0.000624999 0.00187134 0.000739495 0.00272222 0.000738588
internal_weight=2934 2250 1441 1191 250 1108 684 900 809 484 248 236 200 225 197 60 83 160 770 653 564 429 135 89 294 405 160 118 71 471
internal_count=2934 2250 1441 1191 250 1108 684 900 809 484 248 236 200 225 197 60 83 160 770 653 564 429 135 89 294 405 160 118 71 471
cat_boundaries=0 18 19 36 59 75 76 77 100 101 102 103
cat_threshold=268435456 268435472 1610612736 2624000 32 0 131072 272629760 33554432 134225952 32 256 128 0 0 32 16 768 68185184 147456 129 1048576 0 0 64 0 0 67584 0 8192 0 0 268435456 0 0 1073741824 16 2048 0 0 2147483648 0 0 0 0 0 0 0 2048 512 0 4096 0 0 4096 0 128 0 4194304 268435456 268435472 1073741824 2099200 32 0 131072 0 0 134217760 0 0 128 0 0 32 32772 18065664 0 12 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 4194304 8192 386 1056800
is_linear=0
shrinkage=0.04


Tree=236
num_leaves=31
num_cat=10
split_feature=7 8 17 7 12 2 2 1 12 2 12 0 3 8 2 6 2 6 2 3 1 2 2 0 2 1 2 1 2 2
split_gain=1.49446 1.15977 0.733612 0.87483 0.68244 0.654288 0.545869 0.513015 0.454717 0.529476 0.407229 0.639954 0.385889 0.343556 0.689501 0.472926 0.427437 0.332501 0.279589 0.306983 0.266281 0.252177 0.282636 0.251781 0.24999 0.320595 0.392589 0.247567 0.242591 0.209009
threshold=0 1 2 3 4 45.500000000000007 5.5000000000000009 3.5000000000000004 5 67.500000000000014 6 42.710000000000008 2020.5000000000002 7 33.500000000000007 8 7.5000000000000009 9 73.500000000000014 2019.5000000000002 5.5000000000000009 37.500000000000007 194.50000000000003 40.250000000000007 19.500000000000004 5.5000000000000009 69.500000000000014 1.5000000000000002 17.500000000000004 51.500000000000007
decision_type=9 9 9 9 9 10 10 8 9 10 9 10 10 9 10 9 10 9 10 8 8 10 8 10 10 10 10 10 10 10
left_child=8 5 10 24 6 -2 -5 -6 9 28 11 27 13 14 -9 16 -15 20 19 -19 -8 -18 -23 -12 -4 26 -26 -3 -1 -10
right_child=1 2 3 4 7 -7 17 12 29 -11 23 -13 -14 15 -16 -17 21 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001091233099747817 6.1007886160022072e-05 0.00061077236651855421 3.2971216054827932e-05 -0.00041228869682469627 7.63064792885631e-05 8.7604754557543316e-05 -0.00010530368776952893 0.0001350203284356885 -0.00028925079971121946 0.00068235805362518859 0.00022320467776265068 0.00062265709712939403 1.6366130941838534e-05 6.0591218671171187e-05 -0.00031555557412056681 -0.00012859687767702901 -0.0004516907834661274 0.00084485413179558814 0.00071939779443128289 0.00010444321577560908 0.001108563919835132 1.778008663293873e-05 -0.0003807235079677266 -0.00070695009607560876 1.9748280784039152e-05 -2.6819053044210153e-05 0.00011012225576860507 -0.00025663522273411426 -0.0021729216317194827 -0.00019026226462171228
leaf_weight=37 76 41 92 63 57 28 81 142 401 30 66 29 32 96 105 721 139 27 34 117 26 47 26 40 51 37 45 38 43 152
leaf_count=37 76 41 92 63 57 28 81 142 401 30 66 29 32 96 105 721 139 27 34 117 26 47 26 40 51 37 45 38 43 152
internal_value=-2.60284e-05 0.000465813 0.0002552 4.10372e-06 -0.000308586 0.00438261 0.00124791 -0.00071221 -0.00167953 0.000661156 0.00241778 0.00410084 -0.000880062 -0.000989821 0.000356588 -0.00130385 2.50774e-05 0.00202797 0.00300529 0.00237241 0.000101694 -0.000976527 0.000918918 0.000478632 0.00228813 0.00349254 0.00470103 0.00255 -0.000987655 -0.00214894
internal_weight=2919 2256 2152 1938 1713 104 348 1365 663 110 214 108 1308 1276 247 1029 308 285 178 144 107 212 73 106 225 133 96 79 80 553
internal_count=2919 2256 2152 1938 1713 104 348 1365 663 110 214 108 1308 1276 247 1029 308 285 178 144 107 212 73 106 225 133 96 79 80 553
cat_boundaries=0 18 44 45 62 63 64 66 96 97 98
cat_threshold=131072 0 1610612736 2621956 524290 0 0 805437440 0 134217776 0 320 0 268435456 67108864 0 128 256 0 2050 0 0 0 1 0 0 0 32768 0 2048 0 1048576 0 0 0 0 0 0 0 0 0 0 0 16384 48 0 129 0 2048 0 134217794 0 8192 0 0 32768 0 128 0 0 32 4096 68190464 16926720 65826 32 16 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 16777216 8 0 0 0 0 524288 4096 84 276
is_linear=0
shrinkage=0.04


Tree=237
num_leaves=31
num_cat=8
split_feature=7 7 2 2 17 5 15 12 3 3 4 6 2 4 0 7 2 0 3 4 0 5 0 2 4 4 12 3 2 3
split_gain=1.13839 0.770446 0.849775 1.20388 0.782203 0.680659 0.439809 0.52829 0.437225 0.366839 0.342528 0.333465 0.437905 0.401733 0.408315 0.342368 0.575281 0.356127 0.340784 0.355128 0.412839 1.06367 0.782574 0.494453 0.351917 0.332256 0.31997 0.671554 0.410425 0.308132
threshold=0 1 50.500000000000007 22.500000000000004 2 4.5000000000000009 3 4 2016.5000000000002 2008.5000000000002 353375000.00000006 5 1.0000000180025095e-35 9950.0000000000018 10.500000000000002 6 20.500000000000004 45.425000000000004 2015.5000000000002 86.000000000000014 36.900000000000006 5.5000000000000009 29.500000000000004 22.500000000000004 676.50000000000011 52809240000.000008 7 2002.5000000000002 37.500000000000007 2012.5000000000002
decision_type=9 9 8 10 9 8 9 9 8 8 10 9 10 10 8 9 10 10 10 10 10 8 8 10 10 8 9 8 10 8
left_child=-1 2 3 5 10 -2 -6 8 -8 -7 -3 -9 -13 14 -14 16 -16 18 19 20 22 -22 -17 -24 -21 -4 27 -23 -28 -29
right_child=1 4 25 -5 6 9 7 11 -10 -11 -12 12 13 -15 15 17 -18 -19 -20 24 21 26 23 -25 -26 -27 28 29 -30 -31
leaf_value=-0.00022490538368218031 5.9600024296717597e-05 0.00017979702906222172 1.7942990907756567e-05 0.00094375614953199065 3.8458842085451963e-05 0.00014084499072304922 0.00013120690682899523 -1.5234115200078316e-05 -0.0001071305899394655 -6.5703946752847023e-05 -3.9208981299932332e-05 -0.000252371710838181 -0.0036850609886978649 -0.0018456925924906081 -0.0012253177752464578 8.0970447154474125e-05 5.9671108397555951e-05 -0.0015315649305852835 0.00024977540075676955 -0.0023246202357543712 0.00087570965797607566 -0.0010422699239456005 0.00024838690672851363 0.0024973639006563579 0.0007332411041757386 -0.00016453340712309833 -0.0012452599582961552 9.7270984528559056e-05 0.00017134177203846954 7.4035467914642327e-05
leaf_weight=348 30 96 37 46 152 31 68 448 445 101 31 30 25 26 100 97 169 39 47 33 65 27 29 40 25 125 96 25 39 69
leaf_count=348 30 96 37 46 152 31 68 448 445 101 31 30 25 26 100 97 169 39 47 33 65 27 29 40 25 125 96 25 39 69
internal_value=0.000355101 0.000644119 0.00230971 0.00405742 0.00035663 0.00240491 0.000163419 -4.09721e-06 -0.0010916 0.00114286 0.00327536 0.000391666 0.000802418 0.000962184 0.00110151 0.00124306 1.42848e-05 0.00173832 0.00201012 0.00172161 0.00207377 0.00122981 0.00368862 0.00691428 -0.00122034 0.000196318 6.22559e-05 0.00148485 -0.00123288 0.0032
internal_weight=2939 2591 370 208 2221 162 2094 1942 513 132 127 1429 981 951 925 900 269 631 592 545 487 321 166 69 58 162 256 121 135 94
internal_count=2939 2591 370 208 2221 162 2094 1942 513 132 127 1429 981 951 925 900 269 631 592 545 487 321 166 69 58 162 256 121 135 94
cat_boundaries=0 18 36 37 38 40 41 51 52
cat_threshold=131072 0 1610612736 524804 524320 0 0 268435456 33554432 1024 32 384 0 268435456 0 0 0 256 1 1 33562624 0 2 8258 0 8192 2048 268435472 32768 0 144 0 0 32 1073741952 128 36 136839168 67193856 2 196 0 0 67108864 0 0 0 0 537001984 65536 32 1048642
is_linear=0
shrinkage=0.04


Tree=238
num_leaves=31
num_cat=13
split_feature=8 4 3 7 12 8 7 12 0 1 0 10 12 8 12 0 1 4 0 0 4 11 1 3 0 1 5 12 12 1
split_gain=1.47231 1.46884 0.879283 0.759921 0.675141 0.475685 0.460444 0.494354 0.440925 0.359202 0.458809 0.343459 0.331782 0.458989 0.470963 0.378305 0.3696 0.377827 0.306643 0.468008 0.246881 0.239526 0.48581 0.45623 0.214605 0.212265 0.393324 0.201773 0.178984 0.771422
threshold=0 20282.500000000004 2013.5000000000002 1 2 3 4 5 39.07500000000001 2.5000000000000004 14.500000000000002 6 7 8 9 40.250000000000007 5.5000000000000009 33.000000000000007 38.20000000000001 40.250000000000007 950.00000000000011 10 5.5000000000000009 1962.0000000000002 42.710000000000008 5.5000000000000009 4.5000000000000009 11 12 5.5000000000000009
decision_type=9 8 8 9 9 9 9 9 10 8 10 9 9 9 9 10 10 10 10 10 8 9 8 10 10 10 8 9 9 8
left_child=1 -1 -3 4 -2 -5 7 8 -7 -8 -11 -12 13 28 16 27 17 -15 -9 -20 -14 22 -22 -23 -24 26 -4 -16 -13 -30
right_child=3 2 25 5 -6 6 9 18 -10 10 11 12 20 14 15 -17 -18 -19 19 -21 21 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0001619376436732239 0.00018348247502235685 0.00052489953674512676 -0.0026035765837943013 -0.00024546457461776833 -0.00019481907277509741 6.2966925330533056e-05 5.5221521795309047e-05 1.8169115657259162e-05 -0.00092494055137604819 -0.00045505611783757847 -6.3056495598326538e-05 1.0956968251472513e-05 -0.00016622522778083525 0.00012420763940866448 -1.3824131832769429e-05 0.00025929016544025413 0.0011094135482149854 -0.0026434549034058453 0.00015085570967828755 -1.220449709444702e-05 -5.0903272338284753e-05 -6.2448716192875514e-06 0.00072354562740799407 -0.00068065496837904789 7.8624107637138526e-05 1.9623298086227985e-05 2.4573479498764713e-05 -0.00016613944829507014 0.00017323370450166709 0.001138332025910677
leaf_weight=27 110 43 32 124 330 46 28 116 55 97 183 102 46 109 121 33 27 32 81 43 317 337 54 61 27 25 92 133 75 29
leaf_count=27 110 43 32 124 330 46 28 116 55 97 183 102 46 109 121 33 27 32 81 43 317 337 54 61 27 25 92 133 75 29
internal_value=7.49309e-05 0.00314783 0.00203109 -0.000184819 -0.00168515 0.000111936 0.0002552 0.00157954 -0.000750001 -2.19634e-06 -7.3992e-05 8.06155e-05 0.000282694 0.000946428 0.000214591 -0.000765102 0.0018324 0.00109859 0.0025498 0.004032 -0.000243846 -8.03021e-05 0.000606356 -0.000762837 0.00336585 0.000559999 -0.000128001 -0.00131765 0.00247005 0.00368696
internal_weight=2935 219 192 2716 440 2276 2152 341 101 1811 1783 1686 1503 661 455 287 168 141 240 124 842 796 398 398 81 149 124 254 206 104
internal_count=2935 219 192 2716 440 2276 2152 341 101 1811 1783 1686 1503 661 455 287 168 141 240 124 842 796 398 398 81 149 124 254 206 104
cat_boundaries=0 26 44 45 72 85 86 87 89 118 119 122 123 124
cat_threshold=1073741824 2050 4 0 3221225472 1 0 0 0 32768 0 0 0 0 268435456 0 0 0 4096 0 0 0 0 0 0 1073758208 1 16 1678770176 2623492 524288 134217728 0 0 0 8224 32 256 0 268435456 0 0 16 128 26944 268435456 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4194304 0 0 0 64 147458 128 0 0 2 64 0 805314560 65536 16 0 0 16 44288 17 84041824 32 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 0 0 256 0 16777216 0 0 0 0 0 524288 67240000 4 0 524288 16793632 16785504
is_linear=0
shrinkage=0.04


Tree=239
num_leaves=31
num_cat=15
split_feature=8 7 12 0 8 3 11 10 7 14 12 4 3 8 4 3 3 4 12 8 6 0 9 3 1 0 1 0 12 0
split_gain=1.34728 0.784204 0.665712 0.559853 0.554906 0.553017 0.485599 0.436077 0.39773 0.491228 0.420294 0.377641 0.346908 0.32774 0.438358 0.286212 0.259478 0.238165 0.224924 0.472694 0.344576 0.600132 0.270027 0.322656 0.247513 0.243778 0.291732 0.238986 0.217812 0.269045
threshold=0 1 2 40.250000000000007 3 1990.5000000000002 4 5 6 7 8 16098220000.000002 2004.5000000000002 9 45.000000000000007 2017.5000000000002 1976.5000000000002 8.0000000000000018 10 11 12 40.250000000000007 13 2014.5000000000002 3.5000000000000004 39.07500000000001 5.5000000000000009 20.500000000000004 14 16.750000000000004
decision_type=9 9 9 10 9 10 9 9 9 9 9 8 8 9 10 8 10 10 9 9 9 10 9 8 8 10 10 8 9 10
left_child=2 3 5 12 -3 -1 -6 -8 -9 11 16 -10 -2 17 15 -15 -11 -4 24 -20 21 22 23 -21 -12 -26 -27 28 -22 -30
right_child=1 4 13 -5 6 -7 7 8 9 10 18 -13 -14 14 -16 -17 -18 -19 19 20 27 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00018276832052430543 -0.00048204845497812489 -0.00059610574439227795 -1.4786951271290494e-05 -0.00011349685175197003 -0.0002633137329333595 -0.00027384250172350508 -8.8889418925066493e-05 -0.00010622116339952366 0.00019648326388170572 7.3765424570056449e-05 4.5351129141471097e-05 4.3699965633715068e-05 0.00039489219811647292 0.0004575318382406697 4.34361374093842e-05 -0.00011677067993091773 0.00079889710979607286 -0.0039335391605349879 5.7312422677963894e-05 0.000247751753039164 -0.00018547687986280762 0.00072544804574140639 -0.0001030579559304574 -4.4810195582254324e-05 -0.00064120161279072787 -0.00026129300575652769 4.7779159877843723e-05 -0.00010812907364470334 -3.7303682502683796e-05 0.0010133057734110968
leaf_weight=77 35 114 84 63 131 34 131 227 30 143 32 70 131 34 25 75 25 29 128 26 102 64 131 89 155 258 36 308 115 42
leaf_count=77 35 114 84 63 131 34 131 227 30 143 32 70 131 34 25 75 25 29 128 26 102 64 131 89 155 258 36 308 115 42
internal_value=-0.000182004 -0.000502119 0.0020813 0.00168333 -0.000721285 0.00455738 -0.000573204 -0.000418277 -0.000263053 -5.43919e-05 -0.000225827 0.00252252 0.00297006 0.000821705 0.00209655 0.00112727 0.00160894 -0.000741936 -0.000443555 -9.84261e-05 -0.000436938 0.000623052 -0.00025911 0.00111111 -0.00114634 -0.00141333 -0.000732204 -0.0010173 -0.000138462 0.000785713
internal_weight=2944 2586 358 229 2357 111 2243 2112 1981 1754 1654 100 166 247 134 109 168 113 1486 1005 877 310 246 115 481 449 294 567 259 157
internal_count=2944 2586 358 229 2357 111 2243 2112 1981 1754 1654 100 166 247 134 109 168 113 1486 1005 877 310 246 115 481 449 294 567 259 157
cat_boundaries=0 29 46 48 75 77 78 96 97 98 127 128 149 150 152 153
cat_threshold=1073741824 14 4 0 3221291008 1 0 0 0 32768 0 2048 0 0 0 0 0 0 4096 0 0 0 0 0 0 49152 0 0 524288 268582912 1 1073741824 2048 2 0 0 8192 2048 8192 0 0 0 0 0 0 1073741824 74752 32 268435472 0 0 134217728 0 0 0 0 1 0 0 0 0 0 0 0 0 0 33554432 8192 0 0 0 8 0 0 4 32770 2147557376 1 2 0 1048576 2097152 32 134217728 0 268435456 33554432 32 32 128 0 0 0 0 16 128 131201 68288512 0 4 4 0 2147549184 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 524288 100384 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 384 134 0 2048 16786496
is_linear=0
shrinkage=0.04


Tree=240
num_leaves=31
num_cat=10
split_feature=7 7 12 0 9 12 3 12 0 3 0 0 3 12 0 12 0 0 3 3 12 3 0 0 1 6 1 0 0 4
split_gain=1.29134 0.80246 0.905163 0.619012 0.487556 0.961248 0.896677 0.527025 0.417278 0.362803 0.353893 0.514668 0.409943 0.31711 0.305242 0.276104 0.291789 0.267045 0.25686 0.254383 0.247176 0.28446 0.239563 0.218981 0.352861 0.32699 0.198768 0.246119 0.232471 0.396849
threshold=0 1 2 40.675000000000004 3 4 2018.5000000000002 5 15.500000000000002 2015.5000000000002 31.500000000000004 39.07500000000001 2009.5000000000002 6 40.250000000000007 7 10.500000000000002 38.20000000000001 1988.5000000000002 1999.5000000000002 8 2003.5000000000002 9.5000000000000018 18.500000000000004 5.5000000000000009 9 5.5000000000000009 35.850000000000009 40.675000000000004 2960.0000000000005
decision_type=9 9 9 8 9 9 8 9 10 8 10 10 10 9 10 9 8 10 10 10 9 10 8 10 10 9 10 10 10 10
left_child=13 2 3 10 7 -6 -7 19 15 -4 -2 -12 -13 18 17 22 -17 -11 -1 -3 21 -10 -9 -22 25 -25 27 -8 29 -29
right_child=1 4 9 -5 5 6 26 8 20 14 11 12 -14 -15 -16 16 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.3178928051481073e-05 0.00060247234970250778 3.1998481979514609e-05 -0.0018080878048620688 -3.6737118348564244e-06 -0.00022683230522670551 0.00084784109916715865 0.0009250559122954146 0.00014308013075978645 3.7021299029705081e-05 -2.9900232132713847e-05 -0.00032706089361137804 9.5823995685701769e-05 0.00058813152826964156 -0.0005312849400687824 -0.00018006786600674571 -0.00022125899763352457 0.00022414938284775435 3.6544427862908976e-05 -0.00092161278512217337 0.001122007240388751 -0.0012289325747087971 -0.00049775548148643938 -0.0010066754832830037 -0.00014291111114122918 5.481931337220515e-05 -6.1156974577067382e-06 -0.0001372401904497478 4.4558552408131427e-05 8.0838429894344136e-05 -0.0031023383624228726
leaf_weight=114 32 238 50 62 102 67 35 34 220 50 29 161 27 242 30 52 172 43 25 25 41 37 69 454 88 228 41 129 39 25
leaf_count=114 32 238 50 62 102 67 35 34 220 50 29 161 27 242 30 52 172 43 25 25 41 37 69 454 88 228 41 129 39 25
internal_value=0.000295745 0.000617521 0.00206869 0.00334161 0.000273374 0.00144321 0.00246686 -4.31406e-05 -0.00035562 -0.00028261 0.004336 0.00372477 0.00448677 -0.00184694 0.000870967 0.000890243 0.00163404 0.002 -0.000240001 0.00156204 -0.00074088 0.000343283 -0.000807018 -0.00107543 -0.000933853 -0.00124158 0.0014963 0.00195633 0.00138144 0.000670967
internal_weight=2961 2580 484 311 2096 438 336 1658 1395 173 249 217 188 381 123 327 224 93 139 263 1068 257 103 811 770 682 269 228 193 154
internal_count=2961 2580 484 311 2096 438 336 1658 1395 173 249 217 188 381 123 327 224 93 139 263 1068 257 103 811 770 682 269 228 193 154
cat_boundaries=0 18 35 37 39 41 42 43 44 45 46
cat_threshold=1 0 8192 524804 2 0 0 536870912 0 134225920 32 320 0 0 67108864 0 4224 256 268435458 268435601 34603008 0 32 134217794 0 8192 2048 48 32768 0 144 0 0 32 1073741824 67215362 34 128 22560 17974336 2 1182720 1067074 83902720 16793920 396
is_linear=0
shrinkage=0.04


Tree=241
num_leaves=31
num_cat=12
split_feature=8 1 2 2 11 8 3 12 12 0 15 12 5 9 0 17 0 12 6 9 3 2 2 3 0 3 2 2 2 2
split_gain=1.27405 1.1454 0.56967 0.745031 0.496657 0.590902 0.477105 0.435659 0.377827 0.496431 0.37023 0.675398 0.366635 0.333614 0.911773 0.282733 0.440043 0.734201 0.656417 0.773013 0.647091 0.493919 0.38658 0.25991 0.25905 0.252537 0.451237 0.378113 0.248173 0.246354
threshold=0 5.5000000000000009 11.500000000000002 55.500000000000007 1 2 2003.5000000000002 3 4 33.175000000000004 5 6 1.0000000180025095e-35 7 38.20000000000001 8 16.750000000000004 9 10 11 2005.5000000000002 9.5000000000000018 41.500000000000007 2019.5000000000002 18.500000000000004 2007.5000000000002 12.500000000000002 11.500000000000002 20.500000000000004 14.500000000000002
decision_type=9 8 8 10 9 9 8 9 9 10 9 9 10 9 10 9 10 9 9 9 10 10 10 8 10 10 10 10 10 10
left_child=1 2 -1 -4 -2 8 -7 24 9 -6 15 12 -12 14 -13 -9 17 -17 20 -20 21 -18 28 -11 -8 26 -21 -27 -23 -15
right_child=4 -3 3 -5 5 6 7 10 -10 23 11 13 -14 29 -16 16 18 -19 19 25 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00012762717144404784 -0.0021699330311377193 0.00014012546216513673 -0.00010842968382908868 0.0001865373510313052 0.00026641826354541811 0.00011196131294793721 7.9248434563693743e-05 -0.00013594692194212926 -0.00010760647976903858 -0.00054047663454782782 1.9832329096198747e-05 -0.00014066065330895384 0.00013084544443344752 -4.1510935282499052e-05 6.2861086142076091e-05 0.00014338681466565447 7.8960477588890205e-05 -0.00023399529339435788 -0.00059524115245484794 0.0026212111262112598 -2.4794177481093204e-05 0.0001180424749418406 0.0018431524608403221 -6.9907895032603091e-06 -0.0016351248694025584 -0.00015402607201888083 -6.1539422668969223e-05 0.0022728119149842373 0.00023872633411730289 -0.00017981877892783751
leaf_weight=73 104 48 138 70 40 152 34 118 197 37 80 202 41 205 73 109 56 177 101 74 67 39 52 205 80 25 95 27 25 207
leaf_count=73 104 48 138 70 40 152 34 118 197 37 80 202 41 205 73 109 56 177 101 74 67 39 52 205 80 25 95 27 25 207
internal_value=0.000296747 0.0026 0.00168794 0.000612439 -3.03931e-06 0.000113878 0.000411706 0.000239406 -0.00113469 -0.000163823 0.00039686 -0.000234433 0.00239394 -0.000727795 0.000349649 0.00092213 0.00117949 -8.36246e-05 0.00184342 0.000576576 0.003376 0.00480925 0.0062906 -0.000855968 -0.002048 0.00187931 0.0012 0.00437736 0.00836923 -0.00143735
internal_weight=2951 329 281 208 2622 2518 2039 1887 479 282 1773 808 121 687 275 965 847 286 561 322 239 172 116 242 114 221 169 52 64 412
internal_count=2951 329 281 208 2622 2518 2039 1887 479 282 1773 808 121 687 275 965 847 286 561 322 239 172 116 242 114 221 169 52 64 412
cat_boundaries=0 27 30 60 61 62 63 64 66 67 69 70 72
cat_threshold=0 0 0 134217728 0 1 0 0 0 32768 0 2048 2048 1048576 268435456 0 0 0 4096 0 256 0 0 8 0 49152 64 2 598560 4096 268435472 2048 0 0 2147483648 0 262144 0 1 0 0 4 8192 0 0 0 0 0 0 8192 2147483776 524288 0 0 0 0 0 0 0 12288 67109888 67159362 203423744 16973824 131072 2048 42 16779298 32 216 0 52
is_linear=0
shrinkage=0.04


Tree=242
num_leaves=31
num_cat=10
split_feature=8 2 4 4 8 8 2 0 13 9 4 2 1 2 17 9 11 4 9 2 2 2 2 18 4 2 2 1 2 2
split_gain=0.960304 0.669737 0.653062 0.88411 0.665106 0.561039 0.537603 0.385312 0.349347 0.660898 0.534566 0.476474 0.596297 0.512705 0.386912 0.35957 0.33583 0.431534 0.335011 0.288361 0.588813 0.469111 1.04256 0.431169 0.257659 0.272242 0.390498 0.279226 0.247458 0.242959
threshold=0 3.5000000000000004 21074995000.000004 8048725000.000001 1 2 72.500000000000014 54.500000000000007 3 4 29000.000000000004 12.500000000000002 5.5000000000000009 7.5000000000000009 5 6 7 4350.0000000000009 8 15.500000000000002 24.500000000000004 35.500000000000007 50.500000000000007 9 313.50000000000006 39.500000000000007 29.500000000000004 4.5000000000000009 81.500000000000014 21.500000000000004
decision_type=9 8 8 10 9 9 8 8 9 9 10 8 8 10 9 9 9 10 9 8 8 8 8 9 8 10 10 8 10 10
left_child=1 -1 3 -3 18 -2 29 8 10 -10 15 12 13 -11 -13 19 28 -18 -4 -7 -21 -22 -23 -24 -17 26 -26 -27 -16 -6
right_child=5 2 4 -5 6 7 -8 -9 9 11 -12 14 -14 -15 16 24 17 -19 -20 20 21 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=9.250462899784252e-05 -0.00034484509155459809 2.9452852085686777e-05 1.428227405773995e-05 3.7723164506424499e-05 0.00011283312507104504 4.4091386052284838e-06 0.00042785698683048241 -0.0015199006613836883 -8.6870852002885371e-05 -0.00054693667115427228 -0.0027242875102707247 -0.00048913505577479453 0.00073914880849263787 0.00048566636521266376 4.8409978805838888e-05 -0.0016813184352902813 -0.00010399926875850382 2.2946254156192281e-05 -0.00058961917687338713 0.0032974891803859777 -0.0014109454993629378 0.00085660677361891068 0.00037924732449096793 -0.0001993570071692906 3.5024210605752031e-05 3.4882082219419982e-05 0.00072072043093592691 -0.0001371109619417408 0.0007736401729685488 -8.8777782121153426e-05
leaf_weight=46 115 106 134 28 92 132 37 38 155 73 41 121 39 75 89 52 315 30 100 29 29 29 35 42 549 44 86 237 25 52
leaf_count=46 115 106 134 28 92 132 37 38 155 73 41 121 39 75 89 52 315 30 100 29 29 29 35 42 549 44 86 237 25 52
internal_value=0.000262096 0.00168317 0.00131636 0.00373333 0.000528845 -0.000100377 0.00227083 4.39358e-05 0.000113105 -0.000480172 0.000531914 1.54232e-05 0.00176596 0.000590603 -0.000550775 0.000683003 8.50971e-06 -0.000617978 -0.000881634 0.00187622 0.00305454 0.00191176 0.00314019 0.000666666 0.000294177 0.000453652 0.000911949 -0.000581561 0.001792 0.00126896
internal_weight=2975 595 549 134 415 2380 181 2265 2227 922 1305 767 187 148 580 1264 459 345 234 296 164 135 106 77 968 916 635 281 114 144
internal_count=2975 595 549 134 415 2380 181 2265 2227 922 1305 767 187 148 580 1264 459 345 234 296 164 135 106 77 968 916 635 281 114 144
cat_boundaries=0 26 52 81 82 84 85 87 88 90 91
cat_threshold=1073741840 2050 0 134217728 2147549184 1 0 0 0 32768 0 2048 10240 512 0 0 0 0 4096 2048 256 0 0 8 0 268484608 16 0 0 0 65536 1 0 0 0 0 0 0 0 512 0 0 0 0 4096 0 256 0 0 0 0 49152 268435456 0 4 0 0 0 0 0 0 0 0 33554432 64 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 128 10 1 148 10 0 12420 4 0 2176 4
is_linear=0
shrinkage=0.04


Tree=243
num_leaves=31
num_cat=12
split_feature=7 12 9 12 12 3 2 13 2 1 2 2 2 6 6 9 13 7 5 2 1 2 16 3 3 2 1 1 2 2
split_gain=1.27129 0.924168 0.664767 1.1228 0.650934 0.706888 0.928099 0.626182 0.567129 0.554076 0.561002 0.468442 0.390204 0.506 0.395331 0.36444 0.470366 0.362193 0.338402 0.362491 0.329221 0.314391 0.304666 0.294278 0.260787 0.257634 0.353431 0.25928 0.255707 0.242637
threshold=0 1 2 3 4 2018.5000000000002 14.500000000000002 5 4.5000000000000009 3.5000000000000004 36.500000000000007 10.500000000000002 10.500000000000002 6 7 8 9 10 4.5000000000000009 24.500000000000004 5.5000000000000009 18.500000000000004 11 2019.5000000000002 2003.5000000000002 39.500000000000007 5.5000000000000009 4.5000000000000009 68.500000000000014 19.500000000000004
decision_type=9 9 9 9 9 8 10 9 8 10 10 10 8 9 9 9 9 9 8 10 8 10 1 8 10 10 8 10 8 10
left_child=1 8 4 -4 5 -2 -7 11 -1 -8 21 -5 14 -14 22 16 18 -3 -15 -20 -9 -11 -6 -21 25 27 28 -10 -27 -29
right_child=2 17 3 7 12 6 9 20 24 10 -12 -13 13 15 -16 -17 -18 -19 19 23 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00082737828001907697 -0.00099206445352307627 -8.2698865195258699e-05 -0.00014314552044200328 0.00012478502638106696 4.8051942589820193e-05 1.9563812102954185e-05 0.00044141932245301451 0.00030892257256739442 -0.00021323784967357658 0.0011612633083816241 3.3594741430324542e-06 -1.4096838039279191e-06 -0.00035607112278995601 -0.00017813946073074024 -8.475305431265294e-06 -9.089332816000061e-05 -7.2976319090604729e-05 -0.00015868646947654174 0.000468690720929893 -0.00027285060246366765 1.8266056499463322e-05 0.00051288992435684203 0.00021143284108182187 0.00085296823558852293 -0.0016035847250816121 -2.8480369083231573e-05 0.00066138131071895995 0.00023435215824138642 4.0348178084246603e-05 -0.00085615022303848359
leaf_weight=34 103 483 112 69 104 179 25 80 29 26 66 70 192 36 149 157 237 329 31 34 29 55 42 31 25 42 28 59 38 54
leaf_count=34 103 483 112 69 104 179 25 80 29 26 66 70 192 36 149 157 237 329 31 34 29 55 42 31 25 42 28 59 38 54
internal_value=9.76593e-05 -0.000957598 0.000746463 0.00226415 0.000359945 0.0016 0.00248864 0.00373745 0.000887499 0.00457803 0.00359459 0.00162667 -0.000207032 -0.000712101 0.00101351 -4.46937e-05 0.000642104 -0.00166221 0.00246154 0.00387629 0.00603333 0.00580488 0.0023949 0.00212121 0.00152174 0.00191235 0.00337615 0.000783216 0.00197531 0.00164912
internal_weight=2948 1121 1827 360 1467 454 351 248 309 172 147 139 1013 718 295 526 369 812 132 96 109 81 146 65 275 250 108 142 80 113
internal_count=2948 1121 1827 360 1467 454 351 248 309 172 147 139 1013 718 295 526 369 812 132 96 109 81 146 65 275 250 108 142 80 113
cat_boundaries=0 17 18 20 22 24 25 26 27 29 30 47 48
cat_threshold=16384 268435456 1678770176 2886148 524290 0 131072 268566528 0 134225920 32768 192 0 268435456 0 0 1073746064 67119424 0 22564 84935744 34 17989632 34 12 12 392 0 6144 4 0 0 1610612736 2048 0 0 131072 131072 0 134217728 32768 128 0 0 0 0 1073741952 2
is_linear=0
shrinkage=0.04


Tree=244
num_leaves=31
num_cat=14
split_feature=7 7 12 0 11 9 0 12 7 3 7 0 4 4 11 4 1 0 0 3 12 7 12 3 5 13 15 5 3 0
split_gain=1.48204 0.944288 0.623755 0.761663 0.474307 0.364383 0.355765 0.317334 0.454324 0.369402 0.295638 0.419557 0.28667 0.350314 0.334657 0.273288 0.255372 0.251182 0.242318 0.440023 0.229793 0.219042 0.362621 0.410469 0.366465 0.396982 0.32459 0.279492 0.269432 0.234664
threshold=0 1 2 39.07500000000001 3 4 42.710000000000008 5 6 2015.5000000000002 7 40.675000000000004 2350.0000000000005 141.00000000000003 8 2350.0000000000005 2.5000000000000004 42.710000000000008 32.500000000000007 2018.5000000000002 9 10 11 1997.5000000000002 9.0000000000000018 12 13 1.5000000000000002 2009.5000000000002 23.500000000000004
decision_type=9 9 9 10 9 9 10 9 9 8 9 8 8 10 9 10 10 10 10 8 9 9 9 10 8 9 9 8 10 10
left_child=-1 2 3 -2 -3 16 -5 9 -9 -7 -11 -12 13 -10 15 21 17 -6 -4 -20 -16 26 23 27 -24 -26 29 -23 -25 -14
right_child=1 4 18 6 5 7 -8 8 12 10 11 -13 14 -15 20 -17 -18 -19 19 -21 -22 22 24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.00013049494063137321 -9.5435256998706723e-05 -0.00020248013220965219 8.067782433224095e-05 0.0014227135502750672 0.00035400984112142676 -0.0016256874562273988 2.1283573292928378e-05 -0.000487457463173663 -0.00046438536352010984 -0.00066723283905243552 0.00021190562829579397 -0.0017767580654977104 0.0002064538034713642 0.00016691216585325283 -1.3532964517537494e-06 -0.00081623493478629632 5.0903759776614213e-05 0.00043295202624721085 -0.00083886418946882923 5.9575792639418251e-05 -0.00019201796903100835 0.0019219066065159422 -0.00084255810887359133 -0.0019348624963540075 2.8247349731057715e-05 -7.2113628000643545e-05 -0.00014902731255852166 6.4870443503185451e-05 2.070424311125309e-05 -0.00024950539090241993
leaf_weight=313 27 176 37 73 35 48 25 107 39 112 260 28 130 60 156 41 216 25 48 68 159 26 37 27 119 121 116 195 47 74
leaf_count=313 27 176 37 73 35 48 25 107 39 112 260 28 130 60 156 41 216 25 48 68 159 26 37 27 119 121 116 195 47 74
internal_value=4.75211e-05 0.000360196 0.00251903 0.00455882 9.47136e-05 0.000259478 0.00654545 5.85458e-05 -0.000229352 0.000976034 0.00139651 0.00203344 -2.06195e-05 0.00204 -0.00018575 0.000199152 0.00158885 0.00393443 0.000658536 -0.000205129 -0.00128834 0.000349383 0.000809605 0.0017647 -0.000236112 0.000331949 -0.000483385 0.00268468 -0.000746668 0.00048372
internal_weight=2945 2632 278 125 2354 2178 98 1902 1454 448 400 288 1347 99 1248 933 276 60 153 116 315 892 572 295 277 240 320 221 74 204
internal_count=2945 2632 278 125 2354 2178 98 1902 1454 448 400 288 1347 99 1248 933 276 60 153 116 315 892 572 295 277 240 320 221 74 204
cat_boundaries=0 18 34 36 39 41 42 59 68 69 70 87 89 90 91
cat_threshold=0 268435488 536879104 2107904 0 0 0 0 0 0 8192 448 0 0 0 0 1073745920 33024 0 129 33554432 0 65568 8194 0 8192 2048 0 0 8192 0 0 0 32 32770 32 16384 1024 4097 131329 8352 1196352 1 0 67108864 0 0 0 0 0 0 8224 0 0 0 0 0 0 16 0 0 0 0 0 0 0 131072 65536 32804 16851970 0 0 1048576 0 0 0 131072 131072 0 0 0 0 0 0 0 0 128 16875552 34 2 67108864
is_linear=0
shrinkage=0.04


Tree=245
num_leaves=31
num_cat=11
split_feature=8 12 4 2 15 12 2 4 4 8 2 12 8 2 2 1 2 2 1 2 9 9 12 4 2 2 3 2 6 1
split_gain=0.847466 0.621529 0.594158 0.530854 0.485127 0.588335 0.752036 0.499192 0.474275 0.826112 0.466848 0.452644 0.433398 0.423756 0.417785 0.373243 0.372434 0.363722 0.452131 0.475753 0.321747 0.302592 0.337823 0.264221 0.400407 0.258654 0.3199 0.240045 0.234615 0.217891
threshold=0 1 101.00000000000001 416.00000000000006 2 3 5.5000000000000009 9950.0000000000018 16098220000.000002 4 39.500000000000007 5 6 94.500000000000014 54.500000000000007 5.5000000000000009 13.500000000000002 69.500000000000014 4.5000000000000009 47.500000000000007 7 8 9 5544455000.000001 17.500000000000004 12.500000000000002 2015.5000000000002 1.5000000000000002 10 5.5000000000000009
decision_type=9 9 8 10 9 9 10 10 8 9 10 9 9 10 10 10 8 10 8 10 9 9 9 10 10 10 10 10 9 8
left_child=3 17 -3 8 5 6 -4 11 23 10 16 12 -6 -7 -8 20 -10 18 -2 25 -14 28 -23 24 -1 26 -20 -9 -13 -11
right_child=1 2 4 -5 7 13 14 27 9 29 -12 21 15 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019996425300902864 0.00011756288348160738 0.00022832013723640647 -0.00037403123781076282 3.554461479302798e-05 7.5635361007221448e-05 2.1205462426788069e-05 0.0011602376144432842 -0.00068174990059339429 2.7181946700391744e-05 -0.00012561944366630467 -6.4462360747327851e-05 1.1167894340203293e-05 -9.2454522844775958e-05 -0.00045711793916680975 5.7852088757845069e-05 0.00038085979800167168 0.0016245207292080103 -0.00034899655854415192 -1.566327823923075e-05 0.00023658265749473294 3.3853364731614623e-05 6.6465713582382997e-05 -7.2768023918608202e-05 0.00035037933260196995 -0.0021740104148971037 -0.00054357115786470022 0.00013632921573866844 -0.00025425519145310261 -0.00057598288887994898 7.408968399250792e-06
leaf_weight=39 37 45 29 28 184 165 51 27 41 122 33 101 141 32 26 27 31 111 193 39 441 128 168 28 28 193 26 75 299 46
leaf_count=39 37 45 29 28 184 165 51 27 41 122 33 101 141 32 26 27 31 111 193 39 441 128 168 28 28 193 26 75 299 46
internal_value=0.000212606 -5.96322e-05 0.00028923 0.00190663 0.000181529 0.00161783 0.00389744 -0.000102373 0.00153929 0.00068613 0.00327586 8.32205e-05 0.000731342 0.000249999 0.00630769 0.000199999 0.00536986 -0.00117377 -0.000719837 -0.0010708 -1.37231e-05 -0.000656295 0.000312703 0.00395833 0.00252941 -0.00147216 -0.000527274 -0.00279612 -0.00136253 -0.00107263
internal_weight=2934 2538 1939 396 1894 303 106 1591 368 273 105 1489 793 197 77 609 72 599 488 451 582 696 296 95 67 412 219 102 400 168
internal_count=2934 2538 1939 396 1894 303 106 1591 368 273 105 1489 793 197 77 609 72 599 488 451 582 696 296 95 67 412 219 102 400 168
cat_boundaries=0 27 29 30 31 46 47 70 72 74 76 77
cat_threshold=1073741824 0 0 134217728 2147549184 0 0 2147483648 0 32768 0 2048 0 1049088 268435456 0 0 0 4096 2048 0 0 0 0 0 49152 64 16844832 2 2282225664 67273792 1073741824 0 0 134217728 2147549184 0 0 2147483648 0 32768 0 0 0 0 268435456 1187906 16 4 0 0 0 1 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 16777216 0 4116 0 2048 67109120 32 210
is_linear=0
shrinkage=0.04


Tree=246
num_leaves=31
num_cat=13
split_feature=7 7 8 16 4 17 4 4 8 8 5 3 2 2 16 2 2 2 2 4 17 5 6 15 2 2 3 2 6 13
split_gain=1.44719 0.769299 0.459684 0.623986 0.394552 0.387874 0.441031 0.442044 0.360856 0.281043 0.391094 0.517953 0.462691 0.397182 0.685879 0.278619 0.371812 0.273725 0.244943 0.226562 0.324908 0.381331 0.219193 0.280585 0.21504 0.397977 0.226181 0.930747 0.316518 0.49902
threshold=0 1 2 3 9530980000.0000019 4 9950.0000000000018 3550.0000000000005 5 6 10.500000000000002 2003.5000000000002 24.500000000000004 32.500000000000007 7 37.500000000000007 40.500000000000007 17.500000000000004 31.500000000000004 2091500000.0000002 8 1.0000000180025095e-35 9 10 3.5000000000000004 1.5000000000000002 2017.5000000000002 14.500000000000002 11 12
decision_type=9 9 9 1 10 9 10 10 9 9 8 8 10 10 1 10 10 10 8 8 9 10 9 9 10 10 8 10 9 9
left_child=4 19 3 -3 9 -4 7 8 -7 17 -11 12 -12 14 -13 18 -17 -1 22 -2 21 -21 -10 -24 25 -25 27 -26 -28 -30
right_child=1 2 5 -5 -6 6 -8 -9 15 10 11 13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 26 -27 28 -29 29 -31
leaf_value=-0.00049083275555233897 -0.0023736470497955822 6.9041356181128e-05 0.0001448701094439013 -0.00050951174268453533 5.6869891147333444e-05 -0.00084457901324998263 -0.00078529479287587484 0.00063758290775382559 -6.1647212186221014e-05 3.9454323004768256e-05 1.9199453037255439e-05 3.2692829393724664e-05 0.00031999861298096703 -9.3316375206916086e-05 0.0022555524481823221 5.4507791441252566e-05 3.1206388558852755e-06 6.9900029359544342e-05 -0.00021642348557449843 9.089877551661033e-05 -0.00012633153461642343 -0.00059237560584391249 -0.00012668443655289015 -0.00089756390176823559 -0.00012446076302526877 0.0021385391297861506 -0.00056077334336380373 0.003459470953178191 -0.00018332119707814115 0.00014217955406524646
leaf_weight=37 66 66 141 34 30 232 70 33 186 39 28 149 27 66 36 69 389 75 110 92 303 25 119 36 38 44 117 31 114 181
leaf_count=37 66 66 141 34 30 232 70 33 186 39 28 149 27 66 36 69 389 75 110 92 303 25 119 36 38 44 117 31 114 181
internal_value=6.30017e-05 -0.000328681 1.97912e-05 0.00252252 0.00203213 -0.000124936 -0.000289889 -0.000162354 -0.00025435 0.00177292 0.00230337 0.00187622 0.00535714 0.00109524 0.00204301 -1.10736e-05 0.000801742 -6.50415e-05 -0.000393041 -0.00173843 -0.00142518 0.000406249 -0.000166091 0.00017366 0.000552447 0.00246913 0.000240663 0.00234286 -0.000116224 0.000588234
internal_weight=2983 2496 2010 100 487 1910 1769 1699 1666 457 345 306 55 251 185 1434 458 112 976 486 420 117 866 680 561 80 481 69 412 295
internal_count=2983 2496 2010 100 487 1910 1769 1699 1666 457 345 306 55 251 185 1434 458 112 976 486 420 117 866 680 561 80 481 69 412 295
cat_boundaries=0 18 36 62 63 64 91 105 106 107 108 109 110 111
cat_threshold=268566529 129 33562624 0 2 134217728 0 536879104 2048 48 40960 0 144 0 0 0 128 128 0 32 1048576 2621956 524320 64 0 268435456 33554432 134217728 0 448 268435456 268435456 0 0 4112 256 0 0 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 4194304 0 0 49152 2 48 268435456 8 0 0 2147483648 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 0 8 0 0 64 0 12 0 0 0 0 262144 0 0 0 0 0 0 512 2 41 20 2148532224 66 12
is_linear=0
shrinkage=0.04


Tree=247
num_leaves=31
num_cat=8
split_feature=7 4 7 17 2 11 2 2 0 0 2 5 2 2 4 2 6 3 3 2 2 11 2 11 2 2 2 0 2 9
split_gain=1.17938 0.882835 0.620805 0.705151 0.457961 0.497842 0.538212 0.441433 0.487217 0.441188 0.342965 0.333333 0.330354 0.357291 0.319434 0.316646 0.303499 0.653544 0.816035 0.434746 0.655881 0.5738 0.436452 0.395334 0.36918 0.362003 0.353997 0.296714 0.287491 0.279371
threshold=0 5544455000.000001 1 2 80.500000000000014 3 45.500000000000007 4.5000000000000009 39.07500000000001 16.750000000000004 108.50000000000001 10.500000000000002 68.500000000000014 73.500000000000014 52809240000.000008 151.50000000000003 4 2007.5000000000002 2017.5000000000002 10.500000000000002 9.5000000000000018 5 35.500000000000007 6 29.500000000000004 3.5000000000000004 7.5000000000000009 42.710000000000008 9.5000000000000018 7
decision_type=9 10 9 9 8 9 10 10 10 10 8 8 10 10 8 8 9 8 8 10 10 9 10 9 10 10 10 10 10 9
left_child=1 7 29 -4 5 -5 16 -1 9 -9 -6 -10 -8 -14 -12 -16 19 -18 -19 20 26 22 24 25 -21 -20 -7 -17 -25 -2
right_child=2 -3 3 4 10 6 12 8 11 -11 14 -13 13 -15 15 27 17 18 23 21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-7.8170366652451881e-05 -3.774033968466025e-05 0.0001164492911565658 8.7700376332493533e-05 -0.00057968644095700197 -0.0010312647045634584 3.1683977051580939e-05 0.00060213764964173915 3.8956975967923229e-05 0.0015276583679210631 -1.9417950940307612e-05 6.0680533446759329e-06 4.4588570776224659e-05 -0.0014894490595627791 7.7358835318009031e-05 0.00031886605725121435 -0.0002185508611917411 -0.00037155064050906815 0.0031652382307436029 0.00022043904932203201 7.1025115048391487e-05 0.00091834545257975535 -0.00016794369212534368 -0.0013105863898849265 -1.3485276115694259e-05 0.00019497743650329714 -0.00021882138108832259 -0.0011665524757680371 4.6037735456764384e-05 0.00013194504278066972 -0.00012477923610258867
leaf_weight=82 412 26 239 104 86 171 111 28 29 53 34 99 32 33 39 159 53 45 30 48 36 285 30 42 25 210 45 26 103 178
leaf_count=82 412 26 239 104 86 171 111 28 29 53 34 99 32 33 39 159 53 45 30 48 36 285 30 42 25 210 45 26 103 178
internal_value=0.000217 0.00247561 -7.11258e-05 0.000268402 -1.59281e-05 0.000304842 0.000522136 0.00190411 0.00287619 0.000439023 -0.00132174 0.0044031 0.00257627 0.000303029 -0.000586874 -0.00113778 0.000202846 0.000947367 0.00148492 -0.000368665 0.000916995 -0.00121337 0.00129824 0.000880828 0.00308108 -0.000159363 7.37318e-05 -0.00182796 0.0024359 -0.001198
internal_weight=2893 317 2576 1986 1747 1403 1299 291 209 81 344 128 176 65 258 224 1123 483 430 640 252 388 103 385 73 240 216 185 145 590
internal_count=2893 317 2576 1986 1747 1403 1299 291 209 81 344 128 176 65 258 224 1123 483 430 640 252 388 103 385 73 240 216 185 145 590
cat_boundaries=0 17 35 36 39 40 41 42 44
cat_threshold=268435459 128 100671488 0 2 0 0 8192 0 0 32768 0 0 0 0 0 1073745920 0 0 1048576 2621952 0 64 0 268566528 2048 134225952 0 64 0 268435456 0 0 128 384 49 16384 1114112 524288 156 32 4 1 2208
is_linear=0
shrinkage=0.04


Tree=248
num_leaves=31
num_cat=12
split_feature=8 8 9 7 12 2 8 2 6 1 2 1 3 2 2 2 2 12 2 2 2 6 2 13 2 16 2 16 2 2
split_gain=1.50246 1.01026 0.561574 0.564954 0.574721 0.602192 0.513309 0.481867 0.475639 0.853512 0.756966 0.385441 0.372426 0.424057 0.369478 0.319415 0.419795 0.314338 0.294427 0.327948 0.278828 0.265288 0.248603 0.226749 0.309343 0.207964 0.20749 0.206725 0.285166 0.183733
threshold=0 1 2 3 4 131.00000000000003 5 11.500000000000002 6 5.5000000000000009 5.5000000000000009 5.5000000000000009 1989.5000000000002 9.5000000000000018 1.5000000000000002 16.500000000000004 74.500000000000014 7 12.500000000000002 24.500000000000004 492.00000000000006 8 44.500000000000007 9 3.5000000000000004 10 18.500000000000004 11 67.500000000000014 106.50000000000001
decision_type=9 9 9 9 9 10 9 10 9 8 10 8 10 10 10 10 10 9 10 10 10 9 8 9 10 1 10 1 8 10
left_child=7 20 6 14 12 8 15 -1 9 10 -6 -7 21 -14 -4 -3 -17 -8 -19 -20 -2 -5 23 26 -25 -26 -10 -24 -29 -23
right_child=1 2 3 4 5 11 17 -9 22 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 29 27 24 25 -27 -28 28 -30 -31
leaf_value=5.0465050706301373e-05 -0.00079328219944659593 0.00027343292321557955 -0.00066839238582538485 2.187414656802389e-05 -0.00079040724256353265 0.0014665516749067793 -0.00015408938208455559 0.00015776106850449781 -0.00058781660348343869 0.00016924918659109292 0.00018091180338475091 1.7425376251622994e-06 6.1978858443090208e-05 -0.00023071821693322546 -7.6028436544967726e-06 -7.2824135007466936e-05 4.4295240226614617e-05 -0.00013085247699209942 0.00017258401491516384 -0.0001321281276862967 2.2649455121407812e-05 -0.00021327672375692303 9.7545541853886198e-05 0.00016408322219960502 -0.00011782987967561016 5.1898220117610838e-06 -3.7667060562280163e-05 0.0016980274807602985 -0.0011542104141893461 -0.00022521183359820246
leaf_weight=52 361 50 105 191 48 41 129 51 63 64 198 29 27 73 352 39 26 197 85 125 28 170 65 42 84 58 48 27 40 25
leaf_count=52 361 50 105 191 48 41 129 51 63 64 198 29 27 73 352 39 26 197 85 125 28 170 65 42 84 58 48 27 40 25
internal_value=-4.56126e-05 -0.000228491 8.12594e-05 0.000454286 0.000880367 0.00153056 -0.000912388 0.00445614 0.00120867 0.0023676 0.00136032 0.00507042 -0.000209256 -0.00237624 -0.000743591 0.00142857 -0.000303031 -0.00143327 -0.000832537 0.000189573 -0.00209 0.00035142 0.000301369 -0.000337839 0.000533332 -0.000335665 -0.00167213 0.00174436 0.00017647 -0.000679613
internal_weight=2893 2790 2401 1750 1293 807 651 103 737 310 246 70 486 100 457 115 65 536 407 210 389 386 427 295 184 142 111 132 67 195
internal_count=2893 2790 2401 1750 1293 807 651 103 737 310 246 70 486 100 457 115 65 536 407 210 389 386 427 295 184 142 111 132 67 195
cat_boundaries=0 26 55 57 75 77 107 108 110 111 112 113 114
cat_threshold=0 2048 0 134217728 1073807360 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1342193664 1342177280 8 0 0 0 0 262144 0 1 0 0 33554432 64 0 0 0 0 0 33558528 8192 0 524288 4194304 8 0 0 0 0 128 129 4276 1 0 67108864 0 32 0 0 268566528 0 32 40992 128 0 268435456 0 0 4096 128 16853280 2 0 4 0 0 0 1 0 0 0 0 0 2048 0 0 0 4096 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 4096 386 73728 32 264 12 2 2
is_linear=0
shrinkage=0.04


Tree=249
num_leaves=31
num_cat=11
split_feature=8 12 11 2 12 11 5 2 2 2 13 3 6 2 2 9 2 3 3 3 4 8 2 1 9 12 3 2 2 3
split_gain=0.689433 0.756731 0.841394 0.446808 0.320718 0.58946 0.351073 0.314858 0.307646 0.574267 0.301492 0.528866 0.357699 0.412785 0.406599 0.321709 0.298351 0.272259 0.455469 0.367646 0.236892 0.296551 0.545532 0.461512 0.247565 0.331189 0.789368 0.226133 0.215204 0.213762
threshold=0 1 2 35.500000000000007 3 4 2.5000000000000004 10.500000000000002 19.500000000000004 10.500000000000002 5 2011.5000000000002 6 22.500000000000004 15.500000000000002 7 30.500000000000004 1999.5000000000002 1996.5000000000002 2011.5000000000002 3215.5000000000005 8 11.500000000000002 5.5000000000000009 9 10 2021.5000000000002 8.5000000000000018 41.500000000000007 2018.5000000000002
decision_type=9 9 9 8 9 9 10 10 10 10 9 8 9 10 8 9 8 8 10 8 10 9 8 8 9 9 8 10 10 10
left_child=1 -1 7 8 10 -6 17 -3 9 -4 11 -2 13 -13 -14 -12 -8 18 -7 -19 21 22 -21 -24 -23 29 -27 -17 -15 -26
right_child=4 2 3 -5 5 6 16 -9 -10 -11 15 12 14 28 -16 27 -18 19 -20 20 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00093921400097383826 -0.0016569149128366372 7.072814901663824e-05 0.00013838177993866495 8.4565212257512755e-05 -0.00048547783756091971 -0.00026908074142125647 -8.726911155508103e-06 -6.6653084775455739e-05 0.0011651723590407523 0.000172408322724402 4.3467410793875759e-05 -0.00016110381669391798 0.00011866116749940211 0.00068296050786469087 0.0011452513656638032 -2.2606562126137979e-05 0.00098313032873146504 -0.00015853086144925567 0.00035859527579715873 0.0012477346393920503 -1.1732404809379204e-05 -0.00012454651175767208 -0.0015443689847716641 0.00052279831049274284 2.452208351224078e-05 0.00016405189959596187 -6.403770252408682e-05 -0.0013247399399417129 1.3215302897207145e-05 -0.00021451712201717044
leaf_weight=113 26 70 28 98 107 64 31 101 28 27 227 69 62 30 48 36 29 155 28 25 124 116 38 38 533 52 426 74 49 32
leaf_count=113 26 70 28 98 107 64 31 101 28 27 227 69 62 30 48 36 29 155 28 25 124 116 38 38 533 52 426 74 49 32
internal_value=-5.54688e-06 0.00138655 0.00229201 0.00414583 -0.00027819 -0.00054837 -0.000354878 0.000197801 0.00652381 0.00464286 0.000499999 0.00143729 0.00203861 0.000553458 0.00363636 -0.000310346 0.00262295 -0.000468138 0.00163441 -0.000594806 -0.000387005 -0.000222047 0.00175 0.000207791 -0.000406839 -0.000201139 -0.000965236 -0.00198347 0.00255 0.000451388
internal_weight=2884 465 352 181 2419 1798 1691 171 83 55 621 284 258 148 110 337 60 1631 92 1539 1384 1260 101 76 1159 1043 478 110 79 565
internal_count=2884 465 352 181 2419 1798 1691 171 83 55 621 284 258 148 110 337 60 1631 92 1539 1384 1260 101 76 1159 1043 478 110 79 565
cat_boundaries=0 29 30 33 34 36 37 38 40 60 62 64
cat_threshold=0 4 0 134217728 65536 1 0 0 0 32768 0 0 2112 512 0 0 0 0 0 2048 256 0 0 8 0 1342193664 64 0 524288 17892640 4 0 524288 1198368 0 2148533248 2 8 0 2080 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 8192 0 20 74816 32
is_linear=0
shrinkage=0.04


Tree=250
num_leaves=31
num_cat=9
split_feature=7 8 12 4 0 8 4 11 2 4 12 12 1 12 1 2 2 2 0 0 2 0 2 5 0 2 2 12 2 2
split_gain=1.04076 0.60385 0.563279 0.633284 0.385169 0.363811 0.385096 0.346588 0.592852 0.723797 0.624342 0.510334 0.435022 0.377764 0.477586 0.657703 0.377097 0.570299 0.653247 0.348168 0.503441 0.346686 0.32001 0.265886 0.250311 0.319647 0.230501 0.211673 0.467169 0.40995
threshold=0 1 2 59703965000.000008 48.175000000000004 3 101.00000000000001 4 33.500000000000007 2960.0000000000005 5 6 5.5000000000000009 7 5.5000000000000009 29.500000000000004 16.500000000000004 5.5000000000000009 18.500000000000004 33.175000000000004 66.500000000000014 39.07500000000001 57.500000000000007 1.0000000180025095e-35 27.750000000000004 295.00000000000006 49.500000000000007 8 49.500000000000007 23.500000000000004
decision_type=9 9 9 8 8 9 8 9 8 10 9 9 8 9 10 8 8 10 10 10 8 10 10 10 10 10 10 9 10 10
left_child=23 2 3 -2 5 24 -7 8 11 10 12 -8 -10 14 15 -9 17 -15 -19 20 26 -20 -12 -1 -3 -26 -17 28 29 -18
right_child=1 4 -4 -5 -6 6 7 13 9 -11 22 -13 -14 16 -16 19 27 18 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.0728550388903092e-05 0.00042331809961576697 8.6285382345497349e-05 3.3847295606929041e-05 5.463299098722164e-05 -0.0011021662260930225 0.00022167528593080904 0.00015205812811158658 -2.8288155673529986e-05 0.0010826891117682569 -0.0015173088647428496 0.00010574203577921918 -4.2517370096167085e-05 0.00055640337527545732 -0.00095832422866702312 -0.00012031221949299027 0.00016312520775833692 -5.979620003360638e-05 0.0019899727695991444 -0.0004379450675028421 -2.6592062530031976e-06 0.00013848529808259757 0.00014404928899768919 -8.2371394439749608e-05 -0.00033572569346980669 -0.00013583235820411024 0.00011609216617122694 -0.00015130242881385931 -0.00023168888328263634 -0.0017541058794956856 0.0014597353946965656
leaf_weight=410 25 25 247 77 56 45 109 118 94 26 50 423 25 77 70 36 39 31 31 63 59 33 68 75 182 25 28 306 48 35
leaf_count=410 25 25 247 77 56 45 109 118 94 26 50 423 25 77 70 36 39 31 31 63 59 33 68 75 182 25 28 306 48 35
internal_value=-6.26499e-05 0.000274573 0.00178889 0.00417699 1.51434e-05 0.000105519 0.000298081 0.000205649 0.000818858 0.00237879 0.00307563 6.00366e-05 0.00495385 -0.000300509 0.000685713 0.00139016 -0.000916531 0.000647398 0.00270833 0.00286631 0.00409677 0.00036923 0.00068217 -0.00173387 -0.0013498 -0.00186539 0.0016 -0.00156643 -6.01513e-05 0.00192
internal_weight=2936 2451 349 102 2102 2046 1814 1769 795 263 237 532 119 974 374 304 600 172 95 186 123 64 118 485 232 207 64 428 122 74
internal_count=2936 2451 349 102 2102 2046 1814 1769 795 263 237 532 119 974 374 304 600 172 95 186 123 64 118 485 232 207 64 428 122 74
cat_boundaries=0 18 45 46 72 75 76 78 80 81
cat_threshold=0 16 1073750016 2624004 65568 8192 0 805306368 0 134217728 0 384 0 268435456 0 0 1073745920 256 0 2048 0 0 2147549184 1 0 2147483648 0 32768 0 2048 64 512 0 0 0 0 4096 2048 256 0 0 8 0 268435456 64 73824 1342177296 4 4 0 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 33554432 0 0 0 0 0 0 16384 16388 512 524288 98626 68158496 32 141568 34 1065024
is_linear=0
shrinkage=0.04


Tree=251
num_leaves=31
num_cat=10
split_feature=7 4 12 9 15 1 7 12 1 2 14 12 6 4 2 2 2 2 2 2 2 2 4 7 2 2 2 2 2 1
split_gain=0.965314 0.611831 0.601187 0.568612 0.419535 0.384897 0.370088 0.647299 0.584721 0.429574 0.378151 0.323249 0.778821 0.35377 0.301472 0.294668 0.278013 0.351714 0.327764 0.627338 0.369092 0.262675 0.257316 0.219344 0.591417 0.217964 0.212533 0.203614 0.198901 0.19186
threshold=0 1972110000.0000002 1 2 3 5.5000000000000009 4 5 1.5000000000000002 106.50000000000001 6 7 8 2050.0000000000005 4.5000000000000009 131.00000000000003 119.00000000000001 48.500000000000007 11.500000000000002 9.5000000000000018 19.500000000000004 66.500000000000014 925740000.00000012 9 38.500000000000007 4549.0000000000009 14.500000000000002 30.500000000000004 2.5000000000000004 4.5000000000000009
decision_type=9 8 9 9 9 8 9 9 10 8 9 9 9 8 10 8 8 10 10 10 10 8 10 9 10 8 10 10 10 10
left_child=1 -1 4 25 21 15 7 9 22 -5 11 12 26 -14 28 -3 17 18 19 -15 -20 27 -8 24 -6 -4 -10 -2 -13 -12
right_child=2 5 3 6 23 -7 8 -9 10 -11 29 14 13 16 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089778723674907059 2.0367593881632412e-05 0.00017944055756250512 -0.00041009095643507453 -1.235864062884606e-06 0.00056647991020858433 -1.6976184050359651e-05 5.0754104061991509e-05 -0.00054950179012986278 -0.00071699573078966533 0.0014546490570001641 -0.00026432585292432978 -1.8348487510956863e-06 -0.001702129663345477 8.0583279115817953e-05 -9.2359825798866196e-06 -0.00040311097435501728 -5.2333204353435387e-05 0.00063160248328823917 -0.00055028096487858902 0.0020823736246346632 0.00021168196239797283 -0.00071360194326902616 4.1141040962710218e-05 -0.00028967105064781995 -0.0014708460941691046 2.3237165085864715e-05 5.5137401835036145e-06 0.0012335104252551537 0.0011022539112896172 -6.1080812817205582e-05
leaf_weight=39 58 96 108 203 69 56 88 214 59 49 35 46 34 70 529 26 44 56 58 26 120 26 25 448 54 37 46 26 44 155
leaf_count=39 58 96 108 203 69 56 88 214 59 49 35 46 34 70 529 26 44 56 58 26 120 26 25 448 54 37 46 26 44 155
internal_value=8.14845e-06 0.00250877 -0.000200147 0.000143898 -0.00121965 0.00160894 0.000332635 -0.000637317 0.000650068 0.000730037 0.000417233 0.000692912 0.00142748 0.0022148 6.98403e-05 0.00286179 0.002624 0.00302115 0.00241454 0.00428866 0.00138547 0.000991735 0.00340351 -0.00165636 -8.95531e-05 -0.00217949 -0.00155173 0.0021647 0.0021978 -0.00119403
internal_weight=2944 217 2727 2046 681 178 1901 466 1435 252 1322 1132 513 408 619 122 374 330 274 96 178 110 113 571 123 145 105 84 90 190
internal_count=2944 217 2727 2046 681 178 1901 466 1435 252 1322 1132 513 408 619 122 374 330 274 96 178 110 113 571 123 145 105 84 90 190
cat_boundaries=0 16 18 20 21 38 39 40 41 42 51
cat_threshold=268435457 16 1610612736 0 0 66 0 8192 0 268435504 8192 0 128 0 0 32 1114112 34 1073741824 8208 2281701376 131072 128 8192 2099204 32 8192 0 537001984 0 0 0 256 0 268435456 0 0 1073745920 26690 8192 67144032 84 0 128 0 0 0 0 0 537001984 65536
is_linear=0
shrinkage=0.04


Tree=252
num_leaves=31
num_cat=8
split_feature=7 2 7 9 2 2 2 9 6 1 7 3 1 2 2 3 4 6 2 3 2 1 2 2 3 4 4 4 3 11
split_gain=0.893735 1.47794 0.477425 0.520889 0.417877 0.488663 0.399436 0.385257 0.411276 0.38332 0.348401 0.347766 0.342476 0.325291 0.573358 0.279431 0.255789 0.235124 0.532922 0.248288 0.26589 0.206576 0.304943 0.248009 0.198824 0.197008 0.216724 0.239202 0.189208 0.183212
threshold=0 14.500000000000002 1 2 151.50000000000003 4.5000000000000009 39.500000000000007 3 4 5.5000000000000009 5 2012.5000000000002 4.5000000000000009 9.5000000000000018 16.500000000000004 2002.5000000000002 1732015000.0000002 6 11.500000000000002 1983.0000000000002 16.500000000000004 1.5000000000000002 95.500000000000014 2.5000000000000004 2007.5000000000002 1950.0000000000002 20282.500000000004 9330535000.0000019 1980.5000000000002 7
decision_type=9 8 9 9 10 10 10 9 9 8 9 8 10 10 10 10 8 9 10 10 10 10 8 10 10 8 8 8 10 9
left_child=1 -1 12 10 5 16 -3 11 9 -9 -4 15 -2 -13 -15 -7 -5 18 -12 21 -21 22 -19 -23 -10 -25 -27 -28 -20 -29
right_child=2 6 3 4 -6 7 -8 8 24 -11 17 13 -14 14 -16 -17 -18 19 28 20 -22 23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.0010096241078208885 4.6680465896891625e-06 -0.0001045036621489045 6.1107769019572316e-05 -8.0352500593932259e-06 3.1167641895742148e-05 8.2943472948194627e-05 0.00062230977223014174 6.0262474016133392e-05 -0.00074241182452908228 -2.5495591597091999e-05 -0.00016650257707518816 -0.000857840950201364 -0.00012522282609445689 0.0021243399065050865 0.0001402877567977424 -0.00054815544466280889 0.00029496540835224823 0.0023460791402774499 3.332893898022182e-05 -4.2484567078146846e-06 -0.00028981682305703196 -0.00059813515026206838 -4.4164582544120296e-05 -0.0010889634867771909 2.4228585717644605e-05 0.00016173280939112258 -0.00090852778366959234 5.8094985556664082e-06 0.0011041670262053715 -3.0571077323555676e-05
leaf_weight=28 50 56 100 27 40 27 27 81 113 45 74 32 369 27 37 26 138 26 41 112 212 117 44 73 26 27 28 682 27 227
leaf_count=28 50 56 100 27 40 27 27 81 113 45 74 32 369 27 37 26 138 26 41 112 212 117 44 73 26 27 28 682 27 227
internal_value=-0.000107484 0.0032459 -0.000250793 -3.14059e-05 0.000958729 0.000696551 0.000809523 -3.85552e-05 -0.00094203 0.000700729 -0.000377569 0.001525 -0.00147907 0.00305155 0.00467692 -0.000962964 0.00253012 -0.000517344 0.000993463 -0.000661964 -0.00164923 -0.000404899 0.00169014 -0.000533334 -0.00237333 -0.000335261 -0.000182384 -0.000285715 0.0035942 -0.00017143
internal_weight=2939 111 2828 2409 619 579 83 414 265 126 1790 149 419 96 64 53 165 1690 142 1548 324 1224 70 1154 139 1037 964 937 68 909
internal_count=2939 111 2828 2409 619 579 83 414 265 126 1790 149 419 96 64 53 165 1690 142 1548 324 1224 70 1154 139 1037 964 937 68 909
cat_boundaries=0 17 35 37 39 40 54 55 57
cat_threshold=0 0 33562624 0 65536 0 0 8192 0 268435456 0 0 0 0 0 0 4096 131072 0 1610612736 2099204 2 134225920 0 0 33554432 134217760 0 256 16 0 0 32 16 256 1073742464 6164 256 160 136 2 0 0 0 0 0 0 536870912 0 0 32 128 128 268435456 80 16420 512
is_linear=0
shrinkage=0.04


Tree=253
num_leaves=31
num_cat=11
split_feature=7 7 8 11 2 8 3 0 12 2 2 2 1 0 7 0 12 6 6 15 3 0 2 2 3 0 2 2 2 2
split_gain=1.14728 0.699568 0.645328 0.578875 1.02929 0.432014 0.413731 0.351208 0.260221 0.504193 0.739759 0.503638 0.301739 0.284607 0.279375 0.512988 0.273304 0.615439 0.458321 0.708441 0.68841 0.448333 0.367474 0.909843 0.355015 0.293565 0.269949 0.257023 0.639719 0.253195
threshold=0 1 2 3 9.5000000000000018 4 2008.5000000000002 48.175000000000004 5 85.500000000000014 78.500000000000014 79.500000000000014 3.5000000000000004 38.57500000000001 6 30.500000000000004 7 8 9 10 2006.5000000000002 39.07500000000001 40.500000000000007 22.500000000000004 2019.5000000000002 39.07500000000001 13.500000000000002 7.5000000000000009 15.500000000000002 27.500000000000004
decision_type=9 9 9 9 10 9 8 10 9 10 10 10 10 10 9 10 9 9 9 9 10 10 10 10 8 10 8 8 10 10
left_child=-1 3 -3 4 -2 -4 -6 8 11 10 14 -7 -11 -13 15 -10 18 21 25 20 22 -18 23 -20 -19 -16 -26 -23 -29 -8
right_child=1 2 5 -5 6 7 29 -9 9 12 -12 13 -14 -15 16 -17 17 24 19 -21 -22 27 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-6.7821348645016692e-05 -2.715378486631095e-05 7.0462693756984888e-05 -0.00085605454149638048 -1.258409896680306e-05 3.2572179164162428e-05 -0.00014811782986604813 0.00019980264095087238 -0.0010989030391540765 3.0384416355349394e-06 8.5173403294902532e-06 0.00038898447443197855 -6.1112237689039898e-06 -0.00028007322012276982 0.00044548276639534565 -0.00060794798933079411 -0.00054219186237321291 0.0092043406402610925 0.0011635306444891357 4.5658434936113054e-05 -0.00015032590108913916 -0.00052715080286404141 0.00084287038442684063 -7.8744852483750268e-07 0.0005746041749050769 -0.00036028703842253728 -5.3163456968147999e-05 5.1971037002788157e-05 -0.0013538357639526907 0.0010844375935911963 0.0012988938612623002
leaf_weight=363 49 261 101 108 30 340 25 42 149 27 36 32 153 25 56 90 39 49 81 125 31 25 30 25 102 232 195 28 40 32
leaf_count=363 49 261 101 108 30 340 25 42 149 27 36 32 153 25 56 90 39 49 81 125 31 25 30 25 102 232 195 28 40 32
internal_value=-0.000316223 -1.24572e-05 -0.000230539 0.00197647 0.00364626 -0.000470931 0.0065 -0.000330108 -0.000251178 -7.87496e-06 0.000260869 -0.00114706 -0.00198895 0.00227586 0.000101694 -0.001104 0.000381664 0.00107975 -0.000203047 0.000897689 0.00253932 0.0033007 0.00391241 0.00500934 0.000156862 -0.00131104 -0.000362417 0.002 0.000695651 0.00848276
internal_weight=2921 2558 2314 244 136 2053 87 1952 1910 1513 1333 397 180 57 1297 239 1058 478 580 292 167 132 136 106 346 288 297 93 68 57
internal_count=2921 2558 2314 244 136 2053 87 1952 1910 1513 1333 397 180 57 1297 239 1058 478 580 292 167 132 136 106 346 288 297 93 68 57
cat_boundaries=0 17 34 61 64 93 95 105 106 107 108 109
cat_threshold=1 0 1310720 2097668 32 8192 33554432 4194304 0 9216 8192 0 128 0 0 0 4112 268435458 129 33554432 128 0 0 0 8192 0 32 32768 0 16 0 0 0 1073741824 0 4 0 0 2147483648 0 0 0 0 0 0 2048 0 512 0 4096 0 0 0 2048 0 0 0 0 0 1073758208 64 4 0 524288 268435456 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 33554432 0 0 0 4194304 8 0 0 0 0 524288 32768 34 0 0 67108864 0 0 0 131072 268435456 0 134217728 26690 258 326 67108864
is_linear=0
shrinkage=0.04


Tree=254
num_leaves=31
num_cat=10
split_feature=7 8 1 12 2 7 10 1 12 2 0 2 0 6 2 9 2 2 2 0 18 6 2 2 0 2 2 2 0 2
split_gain=1.485 1.27809 0.6703 0.649723 1.2033 0.649106 0.477556 0.502312 0.637616 0.612508 0.533682 0.453576 0.362296 0.360692 0.451142 0.397281 0.331523 0.314618 0.325958 0.310631 0.275576 0.271426 0.405265 0.799377 0.49416 0.280306 0.253209 0.314965 0.247177 0.240409
threshold=0 1 5.5000000000000009 2 60.500000000000007 3 4 3.5000000000000004 5 79.500000000000014 39.07500000000001 48.500000000000007 45.425000000000004 6 41.500000000000007 7 11.500000000000002 23.500000000000004 49.500000000000007 42.960000000000008 8 9 14.500000000000002 26.500000000000004 25.500000000000004 18.500000000000004 14.500000000000002 6.5000000000000009 9.5000000000000018 15.500000000000002
decision_type=9 9 8 9 8 9 9 10 9 10 8 10 8 9 10 9 10 10 10 10 9 9 10 10 10 10 10 8 10 10
left_child=3 2 -2 4 -1 -3 -7 9 12 20 -10 29 19 14 -12 -15 -4 -17 -19 21 -8 26 -23 25 -25 -24 27 -9 -22 -5
right_child=1 5 16 11 -6 6 7 8 10 -11 13 -13 -14 15 -16 17 -18 18 -20 -21 28 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010385553224991213 7.0969984269563603e-05 0.00069431992336040137 0.00073300331308792438 -0.00024441041624557189 0.00076490897631748065 -4.1211180020763367e-05 0.0012042969392718655 -0.0019732354639336691 -0.00017982903240304298 9.9806124531495087e-05 5.3547367910937885e-06 -0.00019119885662563824 -0.00068179902015001932 -0.00036266072546071423 0.0014169255209424778 8.1304696639571339e-05 4.9985120281689153e-05 -0.0010254802558741962 -9.3408653011084135e-06 0.00019768960848091423 5.1230722376562968e-05 -6.3448518548891433e-06 0.00042038728565380794 -0.00019081864438429512 7.5346018333366339e-05 0.00085897530666092104 -0.00094966189803830916 0.00045366667259705355 -8.0502815861929023e-05 -8.086307599743745e-06
leaf_weight=105 173 109 25 269 29 101 40 25 221 32 108 208 52 115 27 203 27 54 66 43 60 184 44 87 136 64 63 31 66 165
leaf_count=105 173 109 25 269 29 101 40 25 221 32 108 208 52 115 27 203 27 54 66 43 60 184 44 87 136 64 63 31 66 165
internal_value=-1.63664e-05 0.000524226 0.00330508 -0.00150445 0.000993103 0.000183315 -4.36538e-06 0.000159352 -8.66151e-05 0.00205025 -0.000864597 -0.00203369 0.000762161 -0.000229966 0.00150685 -0.000783965 0.00739623 -3.59291e-05 -0.00165289 0.00102065 0.00105389 0.0007937 0.00117871 0.00203614 0.000660713 0.00484404 -0.000892309 0.000982455 0.000125983 -0.00132414
internal_weight=2932 2156 225 776 134 1931 1822 1721 1523 198 794 642 729 573 135 438 52 323 120 677 166 634 515 331 223 108 119 56 126 434
internal_count=2932 2156 225 776 134 1931 1822 1721 1523 198 794 642 729 573 135 438 52 323 120 677 166 634 515 331 223 108 119 56 126 434
cat_boundaries=0 18 47 48 61 62 64 65 67 68 69
cat_threshold=0 0 1610612736 2621956 524322 8192 0 268566528 33554432 134225920 8224 2097600 67108864 0 67108864 0 144 384 0 2050 0 0 0 1 0 0 0 0 0 133120 64 1049088 268435456 0 0 0 4096 0 0 0 0 0 0 16384 0 0 524288 149536 0 17 33554432 8192 0 2 0 8192 0 0 32768 0 128 1 68329568 32 18 0 4116 4 6
is_linear=0
shrinkage=0.04


Tree=255
num_leaves=31
num_cat=9
split_feature=7 8 3 7 8 2 2 13 0 9 3 2 0 13 2 2 7 2 1 0 0 2 1 2 6 2 2 2 2 2
split_gain=1.11847 0.756221 0.499279 0.48966 0.504096 0.447367 0.408509 0.379107 0.302798 0.296298 0.443123 0.488625 0.311019 0.307059 0.328556 0.284587 0.27249 0.283364 0.236208 0.345709 0.4283 0.467192 0.411159 0.350059 0.421715 0.240204 0.21883 0.212478 0.230156 0.208899
threshold=0 1 1988.5000000000002 2 3 59.500000000000007 105.50000000000001 4 40.250000000000007 5 2019.5000000000002 8.5000000000000018 44.07500000000001 6 90.500000000000014 18.500000000000004 7 2.5000000000000004 5.5000000000000009 36.900000000000006 25.500000000000004 30.500000000000004 3.5000000000000004 32.500000000000007 8 39.500000000000007 44.500000000000007 66.500000000000014 46.500000000000007 41.500000000000007
decision_type=9 9 8 9 9 10 10 9 10 9 10 8 10 9 10 10 9 8 10 8 10 8 10 8 9 10 10 8 10 10
left_child=16 5 -3 8 -5 7 -7 15 -4 13 11 12 -11 -6 -15 -2 -1 -18 19 20 21 -13 -22 24 -21 -24 -23 28 -25 -19
right_child=1 2 3 4 9 6 -8 -9 -10 10 -12 18 -14 14 -16 -17 17 29 -20 23 22 26 25 27 -26 -27 -28 -29 -30 -31
leaf_value=-8.6751166361309463e-05 0.00057792044156000177 0.0011869543004698873 5.5802626484070572e-05 -4.2823463801366019e-05 3.3286426240252431e-06 0.00063559119793395961 5.5404898950391834e-05 -3.1671111364211292e-05 -5.9197633847178787e-05 3.7589073766363544e-05 0.00019621974612479267 0.00024904721058729816 0.00022426570963291853 -9.4487667549013508e-05 3.4364995689706938e-05 -9.5453588053271262e-05 -0.001101722055310209 -1.3977484419712737e-05 -0.00013303934588179486 -0.0015390854619306126 2.6694544377765232e-06 -0.00024349197489190649 0.0088222034914997149 -4.0104544211804338e-06 -1.4645606750670068e-05 8.9758598530097612e-05 -7.11318532871608e-06 -2.0595363020848637e-05 0.001276331944263874 -4.2588213812138065e-05
leaf_weight=101 72 36 79 228 215 31 27 106 26 223 42 89 28 158 26 29 49 343 111 110 54 40 30 36 116 35 88 179 25 228
leaf_count=101 72 36 79 228 215 31 27 106 26 223 42 89 28 158 26 29 49 343 111 110 54 40 30 36 116 35 88 179 25 228
internal_value=-1.35099e-05 0.000428443 0.000153148 6.60125e-05 -9.32764e-05 0.0023913 0.00555932 0.00159615 0.00258621 0.00016089 0.000473294 0.000329613 0.00188889 -0.000770733 -0.00192821 0.00317857 -0.00137159 -0.00101426 -0.000100657 0.000139476 0.00111573 5.50449e-05 0.00303333 -0.000565311 -0.00169163 0.00515151 -0.00148837 0.000497924 0.00251613 -0.000776225
internal_weight=2960 2239 1974 1938 1833 265 58 207 105 1605 1206 1164 251 399 184 101 721 620 913 802 336 217 119 466 226 65 128 240 61 571
internal_count=2960 2239 1974 1938 1833 265 58 207 105 1605 1206 1164 251 399 184 101 721 620 913 802 336 217 119 466 226 65 128 240 61 571
cat_boundaries=0 18 47 60 90 91 93 94 112 113
cat_threshold=16385 144 34611200 2621956 524288 0 0 268566528 0 0 8192 2097600 128 0 0 32 128 384 0 2048 0 0 0 0 0 0 0 32768 0 131072 64 512 0 0 0 0 0 2048 256 0 0 0 0 16384 0 0 524288 2 0 536870912 0 2 0 0 8192 33554432 0 32768 0 16 1342177280 8 0 134217728 0 1 0 0 0 0 0 0 0 0 0 0 0 0 33558528 8192 0 0 4194304 8 0 32768 64 0 0 8192 12 0 4244 2 16384 0 0 2097664 524288 0 0 0 0 0 8192 2097216 0 0 0 0 0 256 284
is_linear=0
shrinkage=0.04


Tree=256
num_leaves=31
num_cat=14
split_feature=7 8 7 12 9 2 1 3 1 12 9 9 2 6 2 3 2 2 2 2 12 2 1 2 12 2 7 12 2 12
split_gain=1.10557 0.890614 0.460782 1.0424 0.427444 0.785222 0.564442 0.72749 0.340716 0.422375 0.945974 0.634533 0.687552 0.585238 0.556442 0.542609 0.404166 0.39495 0.689971 0.347535 0.682443 0.512461 0.284618 0.303561 0.26291 0.260949 0.360083 0.656775 0.408257 0.255532
threshold=0 1 2 3 4 14.500000000000002 5.5000000000000009 2008.5000000000002 2.5000000000000004 5 6 7 151.50000000000003 8 5.5000000000000009 2017.5000000000002 34.500000000000007 199.50000000000003 99.000000000000014 14.500000000000002 9 21.500000000000004 3.5000000000000004 11.500000000000002 10 5.5000000000000009 11 12 46.500000000000007 13
decision_type=9 9 9 9 9 10 8 8 8 9 9 9 8 9 10 8 10 10 10 10 9 10 10 8 9 10 9 9 10 9
left_child=25 -2 3 -3 5 -5 7 -6 -4 11 17 12 14 29 -10 -16 -17 18 19 20 -11 -21 -22 -24 -12 -1 27 28 -27 -13
right_child=1 2 8 4 6 -7 -8 -9 9 10 24 13 -14 -15 15 16 -18 -19 -20 21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00037078895021161489 -0.00014462757108156608 -6.5551737985233792e-05 0.0018142459951929451 0.0022536785467151812 -0.0010523558918529108 0.00098529209351925552 -0.0015274072800542363 0.00079838474003028734 0.0034485855790310506 -0.00031747915734461597 -1.2485066753452758e-05 6.310997669797309e-05 0.0013792598773042784 -9.1945561571744376e-05 0.00035643198172211115 -0.00069537915445040015 8.8697794817836433e-05 -0.00021780825165717635 0.0018577180846305484 0.0009595778330759616 0.0015101032085805643 3.6420007825166877e-06 0.00016339641752697104 -0.0015553923639160991 -0.00066323107408734999 0.00029399520174925448 -7.1670416557722679e-05 -3.4112159890958121e-05 -3.6427319241180273e-05 -4.8479582429289249e-06
leaf_weight=140 216 100 27 39 33 78 35 56 50 119 100 285 28 254 36 66 37 46 35 66 26 201 75 33 132 76 189 118 50 220
leaf_count=140 216 100 27 39 33 78 35 56 50 119 100 285 28 254 36 66 37 46 35 66 26 201 75 33 132 76 189 118 50 220
internal_value=-3.50532e-05 0.000344425 0.000590493 0.00192045 0.00331746 0.00509375 0.00136296 0.00315555 0.000333513 0.000267402 -0.000393366 0.000826747 0.00268421 0.000264934 0.00191579 0.000599999 -0.000884616 0.000450979 0.000755395 0.000383876 -0.000677166 0.00138806 0.00126896 0.000440366 -0.00250206 -0.00159589 -0.00113364 -6.2746e-05 0.00186861 0.00104651
internal_weight=2966 2393 2177 341 241 117 124 89 1836 1809 833 976 217 759 189 139 103 601 555 520 253 267 134 108 232 573 433 244 126 505
internal_count=2966 2393 2177 341 241 117 124 89 1836 1809 833 976 217 759 189 139 103 601 555 520 253 267 134 108 232 573 433 244 126 505
cat_boundaries=0 18 45 58 60 62 64 66 68 69 70 71 88 90 92
cat_threshold=16385 0 1140850688 2624004 34 0 33554432 536870912 0 134217728 0 2097472 128 268435456 67108864 32 4224 384 1342177280 2048 4 0 65536 0 0 0 0 0 0 33554432 10240 0 0 0 0 0 0 0 0 0 4194304 0 0 32768 64 268435458 268435457 1048576 0 0 134225920 0 8192 67584 16 0 0 16 16927744 32 0 18432 155938 32 0 14368 1 16516 344 1116224 67207168 0 0 67108864 526340 34 0 0 0 0 134217728 0 0 0 0 0 0 4224 33090 32 131074 32
is_linear=0
shrinkage=0.04


Tree=257
num_leaves=31
num_cat=9
split_feature=8 8 2 11 2 2 8 4 0 14 2 2 3 1 13 0 2 8 0 0 5 2 2 6 2 2 2 0 6 3
split_gain=0.834849 0.537534 0.390654 0.383939 0.345588 0.339527 0.292128 0.42989 0.307657 0.223233 0.333378 0.211722 0.198192 0.367119 0.318967 0.407284 0.460452 0.368773 0.298085 0.247928 0.239197 0.183512 0.177844 0.172853 0.470776 0.606197 0.425322 0.377718 0.238457 0.369964
threshold=0 1 8.5000000000000018 2 18.500000000000004 141.50000000000003 3 2114435000.0000002 50.425000000000004 4 349.50000000000006 352.00000000000006 2007.5000000000002 4.5000000000000009 5 30.500000000000004 23.500000000000004 6 38.57500000000001 42.710000000000008 3.5000000000000004 12.500000000000002 59.500000000000007 7 3.5000000000000004 8.5000000000000018 3.5000000000000004 44.07500000000001 8 2014.5000000000002
decision_type=9 9 10 9 10 8 9 10 8 9 8 10 8 8 9 10 10 9 10 10 8 10 10 9 8 10 8 10 9 8
left_child=2 -2 -1 5 -4 -3 12 8 9 10 -8 23 -5 -14 17 16 -16 18 -15 -19 21 -17 -6 26 -25 -26 -11 28 -28 -30
right_child=1 3 4 6 22 -7 7 -9 -10 11 -12 -13 13 14 15 20 -18 19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0001362827057846734 -0.00012883147360997452 -0.00016356733387072568 0.00044810179361038608 -0.00071647186962918886 -0.00010539083961261058 0.00031795005504794846 -1.6162122970481761e-05 -2.8126794644052211e-05 -0.0018037487474955821 -0.00027560634167973612 0.00011572388129570208 -9.2599413004310641e-05 -0.0003643991864353047 -0.0017363534438653459 -0.00055630915539101543 0.00021300313488799148 0.00064494464409723003 0.00044013655496962379 4.6335620218700789e-05 0.00018002480808653712 -6.6964209683949435e-05 -0.00014028322780402071 0.00012020429988443119 0.00052234661239375076 -0.00042916336268966664 0.00015759225943630568 -0.00010671366096422696 1.8354533194609369e-05 5.6174174007100132e-05 -1.575612988168251e-05
leaf_weight=34 100 140 25 54 27 28 42 76 38 131 58 46 39 43 27 40 36 55 57 46 138 29 26 57 132 367 149 75 83 756
leaf_count=34 100 140 25 54 27 28 42 76 38 131 58 46 39 43 27 40 36 55 57 46 138 29 26 57 132 367 149 75 83 756
internal_value=-0.000370898 -0.000507537 0.00286179 -0.000395206 0.00465823 -0.00218995 -0.000269247 -0.000494806 -0.000380363 -0.000307855 0.00144144 -0.000411733 0.000528695 0.000782778 0.00109322 0.000142348 0.0029375 0.00224528 0.00036036 0.00389286 -0.000711539 0.0012 0.00274074 -0.000342662 0.000239858 -0.000152001 -0.000610789 -0.000349625 -0.00055814 -0.000277648
internal_weight=2954 2842 112 2742 78 168 2574 2010 1934 1896 100 1796 564 510 471 270 63 201 100 101 207 69 53 1750 556 499 1194 1063 988 839
internal_count=2954 2842 112 2742 78 168 2574 2010 1934 1896 100 1796 564 510 471 270 63 201 100 101 207 69 53 1750 556 499 1194 1063 988 839
cat_boundaries=0 30 59 62 91 92 93 116 117 118
cat_threshold=0 0 0 134217728 0 0 0 0 0 32768 0 0 64 0 268435456 0 0 0 0 0 0 0 0 0 0 16384 64 0 0 4096 268435456 0 4 0 1073741824 0 0 0 1 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 128 2 533504 4097 2147483648 4 0 0 0 1 262144 2147483648 0 0 0 131072 0 512 0 0 0 0 4096 0 128 0 4194304 0 0 32768 0 0 524288 129 12 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 4194304 156 4
is_linear=0
shrinkage=0.04


Tree=258
num_leaves=31
num_cat=12
split_feature=8 7 8 3 12 12 2 8 17 17 11 13 0 6 3 2 2 0 6 2 5 2 2 0 2 0 0 2 5 3
split_gain=1.15373 0.775782 0.896708 0.837085 0.673054 0.653845 0.609811 0.445869 0.427081 0.40482 0.338256 0.454074 0.482916 0.335206 0.640683 0.578117 0.465869 0.306963 0.291868 0.498486 0.226334 0.218484 0.561199 0.21265 0.206677 0.19283 0.212735 0.193524 0.186927 0.186892
threshold=0 1 2 2012.5000000000002 3 4 33.500000000000007 5 6 7 8 9 42.710000000000008 10 2016.5000000000002 29.500000000000004 11.500000000000002 30.500000000000004 11 24.500000000000004 3.5000000000000004 39.500000000000007 47.500000000000007 16.750000000000004 1.5000000000000002 29.500000000000004 15.500000000000002 46.500000000000007 1.5000000000000002 2002.5000000000002
decision_type=9 9 9 8 9 9 10 9 9 9 9 9 8 9 8 10 10 10 9 8 8 8 8 10 10 10 10 8 10 10
left_child=23 5 3 -3 9 25 -5 -7 -6 -4 29 13 18 14 -12 24 20 -18 19 -13 -16 -9 -23 -1 -15 26 -2 -27 -25 -10
right_child=1 2 4 6 8 7 -8 21 10 -11 11 12 -14 15 16 -17 17 -19 -20 -21 -22 22 -24 28 -26 27 -28 -29 -30 -31
leaf_value=0.00029253635081837362 0.00010286801330646962 0.00042486367973032665 3.047056432531203e-05 -4.5166706044014616e-05 -3.0621365267839335e-05 -7.074742392009349e-07 0.00017667325023272711 -0.00073028759818619669 -6.812285652513429e-06 -0.00015121149635922537 0.0022526307690618188 0.00014427529317269112 0.00011113596067134189 0.00017285818664010869 0.0012936981421973581 0.00063374888778192713 0.00069735385240828019 -0.00089151269867880384 -4.8109836233712582e-05 -1.066258231378773e-05 0.00034019860453773178 0.00044588171008038476 -0.00015336580017950911 -0.00024069835066402125 -5.1953946401615371e-06 -2.7001722858273071e-05 0.0023002671509418488 0.00024517185318180692 1.4130794160180016e-05 -0.0016651478185975132
leaf_weight=36 56 25 105 60 127 137 41 235 163 373 27 47 73 34 27 49 41 42 280 56 46 25 161 365 198 32 25 27 27 27
leaf_count=36 56 25 105 60 127 137 41 235 163 373 27 47 73 34 27 49 41 42 280 56 46 25 161 365 198 32 25 27 27 27
internal_value=-0.000548518 -0.00021804 0.000213822 0.00332847 -3.47634e-05 -0.00134274 0.00192157 -0.00195431 0.000458332 -0.00129243 0.000713648 0.00103115 0.000119913 0.00190316 0.00323711 0.000945205 0.0023949 0.000333332 -0.000447918 0.00129824 0.0047027 -0.00260185 -0.00162567 -0.00244191 0.000137338 0.0010596 0.00239024 -0.000600001 -0.00276845 -0.000796021
internal_weight=2967 2539 1841 126 1715 698 101 558 1237 478 1110 920 456 464 183 281 156 83 383 103 73 421 186 428 232 140 81 59 392 190
internal_count=2967 2539 1841 126 1715 698 101 558 1237 478 1110 920 456 464 183 281 156 83 383 103 73 421 186 428 232 140 81 59 392 190
cat_boundaries=0 30 48 75 76 77 98 99 100 102 103 104 105
cat_threshold=1342177280 8 4 0 0 0 524288 0 1 0 0 33687556 64 1048576 268435456 0 0 0 33554432 0 256 0 0 8 0 0 0 0 128 4096 1 0 0 2099716 0 134217794 0 268566528 33554432 134217728 8192 128 16 268435456 0 32 1073746048 384 0 0 0 0 8192 1 0 0 0 32768 0 0 8192 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 64 215104 83968 0 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 4096 0 0 0 8192 128 3 9 32 1024 10 280 88
is_linear=0
shrinkage=0.04


Tree=259
num_leaves=31
num_cat=10
split_feature=15 6 12 1 12 12 2 2 0 9 17 2 2 2 2 2 2 2 2 2 17 1 2 6 3 2 2 0 12 3
split_gain=0.6542 0.50552 0.490341 0.383351 0.498927 0.448267 0.439213 0.346125 0.343557 0.360149 0.34358 0.520452 0.413653 0.530684 0.511777 0.327283 0.319728 0.317571 0.274257 0.256305 0.245373 0.499515 0.267951 0.341498 0.389156 0.271635 0.341595 0.222333 0.214629 0.229795
threshold=0 1 2 3.5000000000000004 3 4 2930.0000000000005 5.5000000000000009 48.175000000000004 5 6 12.500000000000002 101.50000000000001 85.500000000000014 176.00000000000003 13.500000000000002 30.500000000000004 74.500000000000014 90.500000000000014 79.500000000000014 7 5.5000000000000009 3.5000000000000004 8 2006.5000000000002 19.500000000000004 59.500000000000007 40.250000000000007 9 2016.5000000000002
decision_type=9 9 9 10 9 9 8 10 10 9 9 10 10 10 10 8 10 10 8 10 9 10 8 9 10 10 10 10 9 8
left_child=1 7 15 4 6 19 -2 -1 9 20 11 -11 13 17 -14 -3 -17 -12 -4 -5 -7 22 -22 28 25 -25 -27 -8 29 -24
right_child=3 2 18 5 -6 8 27 -9 -10 10 12 -13 14 -15 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-4.1142902576222393e-05 -1.0762531498588294e-05 0.00012505948481305031 -1.9497375836458973e-05 -4.7580634502828996e-05 -6.7221095007121093e-05 -0.00053383184717932682 1.8898565843604219e-05 0.0015984152779146368 -0.0012499633803850782 3.6752952396295356e-05 1.9164193086591751e-05 -0.00055544979588584666 0.002756491915774345 -0.0020173445802155418 8.2308851876786098e-05 -9.4780966310280406e-05 0.00011317748055337141 0.00030430445442561355 -0.00096777319886027992 -0.00041731117760425332 0.00075352329771740225 0.00061125939393700754 0.00037803455652761389 -2.5122957198550119e-05 -0.00036140522976889914 0.00046052893132151397 -0.00022609188878006296 0.00051837112925727578 -0.00044145958552138436 -0.00012631814413306509
leaf_weight=42 98 64 187 342 168 112 45 63 70 68 651 80 26 40 66 64 90 26 42 87 36 33 42 79 28 43 32 26 103 94
leaf_count=42 98 64 187 342 168 112 45 63 70 68 651 80 26 40 66 64 90 26 42 87 36 33 42 79 28 43 32 26 103 94
internal_value=-0.000321575 0.000909413 0.000288209 -0.000606817 -0.00185799 -0.000404081 -0.000200001 0.00327586 -9.51229e-05 2.82042e-05 0.000508264 -0.00120755 0.000834145 0.000518105 0.00335484 0.00160699 0.000670967 0.00078466 -0.000983334 -0.00153636 -0.000730833 -0.000319362 -0.00067249 -0.000957347 0.000373056 0.0011871 0.00289474 0.00216667 -0.001904 -0.000707484
internal_weight=2947 552 447 2395 337 2058 169 105 1629 1559 957 148 809 717 92 218 154 677 229 429 602 490 457 421 182 154 75 71 239 136
internal_count=2947 552 447 2395 337 2058 169 105 1629 1559 957 148 809 717 92 218 154 677 229 429 602 490 457 421 182 154 75 71 239 136
cat_boundaries=0 1 2 4 5 7 9 10 11 12 14
cat_threshold=2284322816 22 68173890 32 16860482 16926976 2 1 20628 9 18 326 8226 32
is_linear=0
shrinkage=0.04


Tree=260
num_leaves=31
num_cat=7
split_feature=7 11 7 17 2 5 3 2 7 2 2 1 0 2 2 11 0 2 2 2 2 13 2 0 3 3 0 2 2 2
split_gain=1.2338 0.739613 0.596164 0.53092 0.378548 0.64718 0.387671 0.454363 0.282333 0.276867 0.23112 0.209745 0.483131 0.295018 0.673674 0.272658 0.466686 0.251059 0.203825 0.201065 0.238657 0.199486 0.417972 0.448686 0.206683 0.457372 0.196753 0.196596 0.193946 0.301274
threshold=0 1 2 3 6.5000000000000009 2.5000000000000004 1999.5000000000002 46.500000000000007 4 106.50000000000001 103.50000000000001 5.5000000000000009 38.57500000000001 5.5000000000000009 15.500000000000002 5 29.500000000000004 19.500000000000004 34.500000000000007 32.500000000000007 19.500000000000004 6 9.5000000000000018 42.960000000000008 2010.5000000000002 2015.5000000000002 39.07500000000001 26.500000000000004 33.500000000000007 50.500000000000007
decision_type=9 9 9 9 8 8 10 10 9 8 10 10 10 10 10 9 10 10 10 10 10 9 8 8 8 8 10 10 10 10
left_child=8 9 4 10 -3 -6 7 -7 -1 -2 -4 15 18 -14 -15 16 19 -18 -13 20 -5 24 -23 -24 -17 -26 -9 -8 -27 -30
right_child=1 2 3 11 5 6 27 26 -10 -11 -12 12 13 14 -16 21 17 -19 -20 -21 -22 22 23 -25 25 28 -28 -29 29 -31
leaf_value=-5.2518882341694596e-05 -0.00023341928399431597 6.2872067469780729e-05 0.00062774360765930574 -9.5950642700305317e-05 -0.0011296545217686312 1.9021143116172379e-05 0.00087984291392630642 7.0738027043234472e-05 -3.9524589297433276e-05 3.2059630516711493e-05 -3.3906693093278642e-05 -0.003252470379258624 -2.2269049332698277e-06 0.0009449335706601937 3.5644376413511268e-05 -0.00031029311858997931 -0.00088442254934545915 0.00011754020708156226 1.0954921854329507e-05 -0.00031263954715811447 0.00027502356996034959 0.00040261653195607555 -3.4889230170201831e-05 9.3808453061112763e-05 0.00034414868611967384 -0.00012635996631976361 0.0014295889314830013 -0.00030827596909063218 0.00078705728344580781 -8.1790218009975118e-05
leaf_weight=126 159 30 73 57 28 64 25 25 887 31 30 45 40 31 41 112 26 41 31 73 30 39 183 36 44 431 27 28 54 74
leaf_count=126 159 30 73 57 28 64 25 25 887 31 30 45 40 31 41 112 26 41 31 73 30 39 183 36 44 431 27 28 54 74
internal_value=-0.000494183 0.000108389 0.000374782 7.72294e-05 0.00223529 0.00167677 0.00261176 0.00389743 -0.00161328 -0.00218906 0.00270175 -0.000137242 0.00110053 0.00276106 0.00427397 -0.000333057 0.000890755 0.00370588 -0.00135065 -0.000248448 0.00104545 -0.000621952 0.000327137 -0.000345455 -0.000964188 -0.00068212 0.00664151 -0.000222223 -0.000992858 0.000372092
internal_weight=2921 1908 1718 1491 227 197 169 116 1013 190 103 1388 188 112 72 1200 227 67 76 160 87 973 258 219 715 603 52 53 559 128
internal_count=2921 1908 1718 1491 227 197 169 116 1013 190 103 1388 188 112 72 1200 227 67 76 160 87 973 258 219 715 603 52 53 559 128
cat_boundaries=0 18 21 31 32 50 51 52
cat_threshold=16387 268435584 1074798592 526852 34 134217728 33554432 805437440 2048 134217728 0 2097600 0 268435456 0 0 1073745920 384 16384 1050112 1 131072 1 603979776 8192 0 8258 0 8192 33554432 48 33 0 0 8192 0 32 134217728 33554432 0 0 0 0 64 0 268435456 0 0 0 384 32800 6
is_linear=0
shrinkage=0.04


Tree=261
num_leaves=31
num_cat=13
split_feature=8 7 7 17 8 1 3 6 3 1 3 0 9 0 3 9 8 0 0 14 4 6 7 17 0 1 4 4 0 1
split_gain=1.08844 0.92889 0.561092 0.432595 0.472474 0.409868 0.391847 0.434607 0.533864 0.382299 0.564533 0.313088 0.305095 0.964321 0.240811 0.231935 0.2226 0.189646 0.303175 0.244611 0.438162 0.233865 0.233176 0.290234 0.264932 0.194413 0.182682 0.178599 0.177466 0.16207
threshold=0 1 2 3 4 5.5000000000000009 2012.5000000000002 5 1980.5000000000002 5.5000000000000009 2019.5000000000002 42.710000000000008 6 35.600000000000009 2008.5000000000002 7 8 48.175000000000004 44.07500000000001 9 15.000000000000002 10 11 12 29.500000000000004 5.5000000000000009 45.000000000000007 4600.0000000000009 39.07500000000001 4.5000000000000009
decision_type=9 9 9 9 9 10 10 9 10 8 8 10 9 10 8 9 9 10 8 9 10 9 9 9 10 10 10 8 10 10
left_child=6 -2 9 27 5 29 7 8 11 10 -3 -1 13 -6 -9 -14 -17 18 19 20 21 -18 24 -24 -23 -25 -21 -4 -16 -5
right_child=1 2 3 4 12 -7 -8 14 -10 -11 -12 -13 15 -15 28 16 17 -19 -20 26 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011512747954182275 -5.2718151544726264e-05 -5.9032503238319526e-05 5.9002457441786128e-06 -0.0002530277153401348 0.00027765463140041915 8.9417439592439531e-05 -0.0011319573138009555 -0.0025056626146445111 0.00035590765563311153 -8.2869565374773035e-05 0.0010442099360372826 -0.0007231850988214006 -0.0001139545449226519 -2.1278569887520155e-05 1.9041526842407627e-05 -0.00011372599461102571 -0.00012635486607732579 -0.0040290302850260248 0.00021771732174568422 -5.6036029596316856e-05 -0.00041373375223722537 -8.7937289334116394e-06 -9.57603444518882e-05 0.00012493105718374686 -0.0027087782685188454 -1.0569282289431463e-05 3.960293081708303e-05 -0.00023242927516602913 4.2471300992531321e-05 0.00011393594541619414
leaf_weight=41 315 33 25 26 26 40 40 27 34 48 54 26 101 130 100 108 108 25 80 215 99 189 101 356 36 72 31 172 87 228
leaf_count=41 315 33 25 26 26 40 40 27 34 48 54 26 101 130 100 108 108 25 80 215 99 189 101 356 36 72 31 172 87 228
internal_value=-0.000353733 -0.000635984 -0.000350908 -0.000510327 -0.000324925 0.00112787 0.00169399 0.00221519 0.00425 0.00205479 0.00377273 0.00252941 -0.000585309 0.00105389 0.000995555 -0.000759792 -0.000614956 -0.000459563 -0.000394411 -0.000552981 -0.00025103 3.7079e-05 0.00029281 0.000748147 -0.000762713 0.00120273 -0.00164981 -0.00225 0.00155319 0.000564705
internal_weight=2973 2618 2303 2168 1971 294 355 315 101 135 87 67 1677 156 214 1521 1420 1312 1287 1207 961 862 754 529 225 428 246 197 187 254
internal_count=2973 2618 2303 2168 1971 294 355 315 101 135 87 67 1677 156 214 1521 1420 1312 1287 1207 961 862 754 529 225 428 246 197 187 254
cat_boundaries=0 27 45 55 56 85 86 88 90 102 103 104 113 114
cat_threshold=0 4 0 134217728 2147491840 1 0 0 1 32768 0 0 0 1048576 268435456 0 0 0 0 0 256 0 4194304 0 0 1342193664 64 0 16 0 2097152 524322 0 33554432 805306368 0 134217728 32768 0 16 268435456 67108864 0 1073745920 256 131072 129 0 0 65536 8192 0 8192 0 16 6 0 0 0 0 0 0 262144 2147483648 0 0 0 0 2048 512 0 0 0 0 4096 0 128 0 0 0 0 0 0 0 524288 134 1 8224 0 144 268435456 2048 4 0 0 0 0 0 0 0 0 2052 8320 4 0 0 67108864 4 0 0 0 131072 2048 24
is_linear=0
shrinkage=0.04


Tree=262
num_leaves=31
num_cat=9
split_feature=8 7 11 2 11 7 8 3 2 0 3 3 9 0 11 2 2 4 2 6 2 2 3 2 3 2 0 2 2 2
split_gain=1.23266 0.893277 0.876911 0.97852 0.54055 0.585513 0.538157 0.503157 0.502387 0.735319 0.565852 0.414335 0.305719 0.317913 0.684808 0.380579 0.446629 0.371025 0.301587 0.342348 0.322908 0.309676 0.698025 0.225461 0.202444 0.213093 0.187711 0.349114 0.166733 0.166232
threshold=0 1 2 25.500000000000004 3 4 5 2019.5000000000002 8.5000000000000018 39.07500000000001 2016.5000000000002 2002.5000000000002 6 29.500000000000004 7 95.500000000000014 16.500000000000004 2960.0000000000005 37.500000000000007 8 6.5000000000000009 89.500000000000014 2020.5000000000002 19.500000000000004 2003.5000000000002 2.5000000000000004 36.900000000000006 35.500000000000007 144.50000000000003 3.5000000000000004
decision_type=9 9 9 8 9 9 9 8 10 10 8 10 9 10 9 10 8 10 10 9 10 10 8 10 10 10 8 8 10 8
left_child=2 -2 6 -4 -3 8 -1 -5 -6 -10 11 -11 26 24 15 16 -15 18 19 20 -16 22 -20 29 25 -14 27 -7 -23 -21
right_child=1 4 3 7 5 12 -8 -9 9 10 -12 -13 13 14 17 -17 -18 -19 21 23 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029335714172344608 -4.8808351618997669e-05 -0.00016648718611004813 0.00029760313673813532 0.00029162958321103503 -0.00030460548444968458 0.00032673650755729144 -0.0008066715880961342 -1.9191633377936259e-06 -0.00092733880852259815 0.00041313425390001121 0.0014695677532865182 -0.0009909032755504232 -0.00090221826805839556 -0.0013321400128383084 1.8644579595568737e-05 -4.8665862667950687e-05 0.0008099770333281815 -0.00051406361787719314 -2.5685814195035251e-05 7.7378773778458249e-05 -0.00090545096210354486 -0.00074009594105078598 0.0010225093286869423 0.00044441788512371218 -0.00078105158431893325 -1.8982672606017641e-05 -0.00029629739761076137 -3.6920090890465549e-05 2.8541581949465143e-06 -4.0267701881964088e-05
leaf_weight=106 462 266 59 27 68 54 109 73 29 27 65 25 52 26 106 25 50 73 46 37 135 30 50 51 35 432 198 41 64 161
leaf_count=106 462 266 59 27 68 54 109 73 29 27 65 25 52 26 106 25 50 73 46 37 135 30 50 51 35 432 198 41 64 161
internal_value=-0.000498828 -0.000806416 0.00162078 0.00378823 -0.00045619 -0.000211529 -8.84965e-05 0.00158416 0.00170667 0.00310204 0.00450847 0.00135849 -0.000467502 -0.000210984 0.000261987 0.00317857 0.00488312 -0.000172776 0.000117473 -0.000407333 -0.00144445 0.00146597 0.00305155 0.000630768 -0.000992309 -0.000775259 -0.00161842 -0.000208334 -0.000168422 4.02001e-05
internal_weight=2982 2608 374 159 2146 1880 215 100 214 146 117 52 1666 1373 854 101 76 753 680 490 241 190 96 249 519 484 293 95 94 198
internal_count=2982 2608 374 159 2146 1880 215 100 214 146 117 52 1666 1373 854 101 76 753 680 490 241 190 96 249 519 484 293 95 94 198
cat_boundaries=0 29 47 48 50 66 92 94 97 98
cat_threshold=1073741824 2052 0 134217728 2147483648 1 0 0 0 32768 0 0 8256 1048576 0 0 0 0 4096 2048 0 0 0 0 0 268484608 64 0 524288 131075 16 603987968 2621440 34 0 33554432 536870912 33554432 0 40960 256 16 268435456 0 0 1073745920 128 16420 67141633 2148008992 0 1 1074790400 0 0 0 0 8192 2048 8240 32 0 128 0 0 32 0 0 0 0 0 1 0 0 0 32768 0 0 8192 0 0 0 0 0 4096 0 0 0 0 0 0 16384 1 16544 32 512 524288 204
is_linear=0
shrinkage=0.04


Tree=263
num_leaves=31
num_cat=8
split_feature=8 2 8 4 10 5 15 2 4 8 2 3 2 2 2 4 6 3 2 4 1 13 2 2 9 3 2 2 3 2
split_gain=1.15364 0.461449 0.370345 0.536876 0.408123 0.348624 0.372066 0.372584 0.325005 0.461177 0.428984 0.391701 0.326376 0.326129 0.297599 0.294731 0.286317 0.334214 0.270593 0.260155 0.230064 0.264528 0.832306 0.417292 0.400178 0.237029 0.230986 0.44619 0.603496 0.226581
threshold=0 33.500000000000007 1 9950.0000000000018 2 4.5000000000000009 3 23.500000000000004 5828530000.000001 4 510.50000000000006 2014.5000000000002 26.500000000000004 155.00000000000003 866.50000000000011 25409110000.000004 5 1990.5000000000002 59.500000000000007 950.00000000000011 3.5000000000000004 6 50.500000000000007 6.5000000000000009 7 2004.5000000000002 90.500000000000014 63.500000000000007 2021.5000000000002 29.500000000000004
decision_type=9 10 9 10 9 10 9 8 8 9 8 10 8 10 10 8 9 10 10 10 10 9 10 10 9 8 10 10 8 8
left_child=1 -1 8 4 -4 6 7 -6 12 15 11 13 -2 -11 16 -10 17 -8 -9 20 -18 23 29 -22 -25 -24 27 28 -26 -23
right_child=2 -3 3 -5 5 -7 14 18 9 10 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 21 22 25 24 26 -27 -28 -29 -30 -31
leaf_value=0.00023182617357630109 0.00010691626254057875 0.00068522727269713717 -0.00034338257421184342 -3.0040383672303882e-05 0.0015739433939891394 0.00072518048023221236 6.322312981279757e-05 -3.85852699545032e-05 2.7949351924320323e-05 2.0243394859674165e-05 0.00014492268382916776 -0.0019415050953700043 -1.0730228069162996e-05 -0.00024937969025247002 2.3081312982549455e-05 -0.0008100968014831811 -5.9808663036843671e-05 -0.00016275686117316255 3.1956843452571611e-05 7.4369207601640731e-05 -0.00048399883036809522 -1.1980273150377819e-05 -1.3130389777540869e-05 -0.0010743642865462554 7.7311905118258059e-05 -0.00089039458329254781 -0.00022759801668047774 0.00039045577422030099 -0.00021406424135004336 0.00010766931517092647
leaf_weight=71 56 33 163 117 40 30 67 59 32 350 69 35 57 25 41 86 98 45 26 45 88 529 25 109 91 144 58 46 171 155
leaf_count=71 56 33 163 117 40 30 67 59 32 350 69 35 57 25 41 86 98 45 26 45 88 529 25 109 91 144 58 46 171 155
internal_value=-0.00024443 0.00368696 -0.00040028 -0.000661725 -0.000512064 -0.000334399 -0.000406965 0.00161765 0.000388349 2.00659e-05 0.000579591 9.73226e-05 0.00235088 0.000478722 -0.000561812 -0.00210853 -0.000648326 0.00123577 0.000232557 -0.000787262 -0.000881849 -0.000750883 -0.000291668 -0.00141464 -0.000966388 -0.0028 -0.000275863 0.000155339 -0.000486693 0.000327006
internal_weight=2961 104 2857 2147 2030 1867 1837 125 710 597 479 410 113 375 1712 118 1671 112 85 1559 1514 1416 853 563 475 169 366 308 262 684
internal_count=2961 104 2857 2147 2030 1867 1837 125 710 597 479 410 113 375 1712 118 1671 112 85 1559 1514 1416 853 563 475 169 366 308 262 684
cat_boundaries=0 27 53 54 55 81 82 83 85
cat_threshold=0 0 0 134217728 0 0 0 0 0 32768 0 0 8192 1024 0 0 0 0 0 0 0 0 0 0 0 1073774592 64 1073741824 4 0 0 2147483648 1 0 0 1 0 0 2048 2048 512 0 4096 0 0 4096 2048 384 0 4194304 0 0 268451840 17 136839168 0 0 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 16384 64 12 1 20484
is_linear=0
shrinkage=0.04


Tree=264
num_leaves=31
num_cat=12
split_feature=8 0 17 12 8 0 8 0 3 4 18 4 12 6 3 4 0 0 13 8 6 12 0 0 3 3 4 0 4 3
split_gain=1.04851 0.636188 0.494999 0.464654 0.711939 0.389196 0.378694 0.444157 0.395593 0.349655 0.518005 0.340543 0.316875 0.258162 0.364439 0.253706 0.249444 0.328917 0.401015 0.272006 0.228352 0.212728 0.187626 0.175056 0.145041 0.134756 0.129861 0.144653 0.219852 0.128178
threshold=0 39.07500000000001 1 2 3 20.500000000000004 4 14.500000000000002 1995.5000000000002 152.50000000000003 5 267495000.00000003 6 7 2015.5000000000002 8181455000.000001 22.250000000000004 18.500000000000004 8 9 10 11 36.900000000000006 42.710000000000008 2001.5000000000002 2008.5000000000002 1009900000.0000001 40.250000000000007 15.000000000000002 2014.5000000000002
decision_type=9 10 9 9 9 10 9 10 8 10 9 8 9 9 10 8 10 8 9 9 9 9 10 10 10 10 10 8 10 10
left_child=1 5 -2 4 15 -1 7 -5 -8 10 -6 -9 26 14 -12 -4 17 18 -15 -18 22 -22 -21 -14 -23 -3 27 28 29 -10
right_child=2 25 3 6 9 -7 8 11 12 -11 13 -13 23 16 -16 -17 19 -19 -20 20 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00033371879528020133 -0.00016035102212819919 6.9702637659671177e-05 0.00067911050009429391 -0.0011326952249070279 0.00075453387712026958 -0.0001291294423450756 0.0003190400806514279 -0.00080677862142479603 -4.7107919402028293e-05 -3.5875546235045231e-05 7.232754553191451e-05 5.2534650959204572e-05 -0.00036543584683202692 3.5501210207196259e-05 -0.00037807107877981406 0.00022827889192171208 -0.00065328456737684675 0.0019904380120877433 -0.0001609243342312111 2.4575937557767409e-05 -0.00014201196241607375 2.3055814362185236e-05 7.6384873694064056e-06 -6.8519497156671609e-06 -6.8581932582631629e-05 0.00024681242392553612 6.9632082736881243e-05 -4.421856780405289e-05 -0.00022064484425469703 2.1361259929094339e-05
leaf_weight=30 212 95 25 58 49 78 28 26 239 155 125 349 255 133 29 76 121 27 118 30 135 148 85 46 42 25 28 68 31 25
leaf_count=30 212 95 25 58 49 78 28 26 239 155 125 349 255 133 29 76 121 27 118 30 135 148 85 46 42 25 28 68 31 25
internal_value=-0.000333334 0.0022092 -0.000557967 -0.000391553 0.000128341 7.33936e-05 -0.00097251 -2.7028e-05 -0.00153215 -0.00015563 0.000107382 0.000478722 -0.00174315 -9.25563e-05 0.00135757 0.00317857 -0.000371766 0.00060215 0.000142856 -0.000861211 -0.000354768 -0.000892858 0.00111111 -0.00270513 -9.01483e-10 0.00429752 -0.000905474 -0.00113187 -0.000743244 -0.000362265
internal_weight=2891 228 2663 2451 1298 108 1153 433 720 1197 1042 375 692 993 154 101 839 278 251 561 440 325 115 301 190 120 391 363 295 264
internal_count=2891 228 2663 2451 1298 108 1153 433 720 1197 1042 375 692 993 154 101 839 278 251 561 440 325 115 301 190 120 391 363 295 264
cat_boundaries=0 27 28 29 50 79 80 82 83 84 107 108 109
cat_threshold=0 4 0 134217728 0 1 0 0 1 32768 0 0 64 0 0 0 0 0 0 2048 0 0 4194304 0 0 49152 64 2 83911010 0 0 0 0 0 0 0 0 0 0 0 0 8192 512 0 0 0 0 0 0 256 0 0 0 0 0 0 262144 0 0 0 0 4 8192 0 0 4096 0 0 0 8192 128 0 16777216 0 0 0 0 0 524288 4 1146880 2 192 2 0 8 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 128 0 16777216 272 16777218
is_linear=0
shrinkage=0.04


Tree=265
num_leaves=31
num_cat=8
split_feature=7 12 0 5 17 14 4 9 2 9 3 12 2 3 0 2 2 12 2 2 1 2 2 2 0 5 2 1 0 2
split_gain=1.58103 0.658885 0.498503 0.42899 0.547172 0.421275 1.13664 0.496238 0.37605 0.463664 0.362407 0.362355 0.611748 0.34339 0.306788 0.303273 0.289888 0.265376 0.496852 0.484934 0.259314 0.258696 0.476455 0.366936 0.236289 0.316822 0.314039 0.310104 0.253265 0.42673
threshold=0 1 33.175000000000004 2.5000000000000004 2 3 25409110000.000004 4 2.5000000000000004 5 2015.5000000000002 6 7.5000000000000009 2015.5000000000002 39.07500000000001 64.500000000000014 6.5000000000000009 7 24.500000000000004 77.500000000000014 5.5000000000000009 37.500000000000007 46.500000000000007 17.500000000000004 40.675000000000004 2.5000000000000004 277.00000000000006 5.5000000000000009 36.900000000000006 52.500000000000007
decision_type=9 9 10 10 9 9 8 9 8 9 10 9 10 10 10 8 8 9 10 8 8 10 10 8 8 8 10 10 10 10
left_child=2 3 11 4 -2 6 -3 -7 -6 10 14 20 -13 24 21 -8 -11 18 -16 -19 -1 23 -23 -10 25 -9 27 28 29 -27
right_child=1 5 -4 -5 8 7 15 13 9 16 -12 12 -14 -15 17 -17 -18 19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011458757031049325 -6.076872479196129e-05 0.00026131358671805261 -5.3987500407247814e-05 0.00089952906627702525 -0.00016354758695496824 -0.00016503646421309076 -0.00015037462295794003 0.00012894251921777386 0.00069304499007597777 0.0046247518597616897 -0.00037189700458301224 0.00013072758296644242 -0.0012195358537107684 0.0014128868367553483 0.00091323835149737019 1.4989780734152888e-05 -1.9812798923846844e-05 4.3999101805968464e-07 4.6334985185695509e-05 0.00088276851340066782 -0.00027814395676929986 0.003070892342325699 3.4984615388593303e-05 -0.0033218934728379357 -0.00021807885562529202 8.1256189743277794e-05 7.1317532142918362e-05 8.1144340434188944e-05 -0.00077775715166048573 -0.0013521345819293437
leaf_weight=61 248 27 538 39 54 236 49 84 46 31 33 27 88 51 54 37 183 75 47 26 49 27 80 57 78 149 25 96 239 66
leaf_count=61 248 27 538 39 54 236 49 84 46 31 33 27 88 51 54 37 183 75 47 26 49 27 80 57 78 149 25 96 239 66
internal_value=-0.000275768 0.000284915 -0.00182429 0.00102868 0.000869022 -0.000372823 0.00183871 -0.000633817 0.00141989 0.00170303 0.00241228 -0.000265488 -0.00174603 -0.000140176 0.00278935 -0.000275863 0.000106666 0.00390148 0.00532143 0.00175 0.00132231 0.00170616 0.00307407 0.00026923 -0.000363145 -0.000115152 -0.00045139 -0.000653358 -0.00109011 -9.25935e-05
internal_weight=2900 2137 763 1000 961 1137 113 1024 713 659 445 225 115 788 412 86 214 202 101 101 110 210 107 103 737 659 575 550 454 215
internal_count=2900 2137 763 1000 961 1137 113 1024 713 659 445 225 115 788 412 86 214 202 101 101 110 210 107 103 737 659 575 550 454 215
cat_boundaries=0 18 19 20 21 23 25 27 28
cat_threshold=268566531 144 67379200 2621952 32 134217728 33554432 268435456 33619968 134225952 32800 128 16 268435456 0 0 4096 384 83912770 26 145 1 24708 0 10368 1090592 32 16777218
is_linear=0
shrinkage=0.04


Tree=266
num_leaves=31
num_cat=15
split_feature=7 8 7 11 6 12 6 1 0 7 9 18 12 0 0 14 1 0 12 1 12 0 5 0 0 0 0 9 1 1
split_gain=1.01589 1.01258 0.506558 0.482025 0.321724 0.563628 0.423681 0.382369 0.369224 0.312396 0.407537 0.365834 0.283962 0.299461 0.265684 0.301073 0.46468 0.262112 0.244159 0.223118 0.201686 0.172281 0.170653 0.215727 0.165318 0.141911 0.126395 0.117804 0.116372 0.113334
threshold=0 1 2 3 4 5 6 5.5000000000000009 21.500000000000004 7 8 9 10 14.500000000000002 47.750000000000007 11 1.5000000000000002 31.500000000000004 12 2.5000000000000004 13 42.710000000000008 2.5000000000000004 44.07500000000001 36.400000000000006 40.675000000000004 40.250000000000007 14 5.5000000000000009 5.5000000000000009
decision_type=9 9 9 9 9 9 9 10 10 9 9 9 9 10 8 9 10 10 9 10 9 10 8 10 10 10 10 9 10 8
left_child=-1 9 29 4 8 7 -7 25 12 17 19 21 13 -4 15 16 -5 -2 26 -11 24 -12 -20 -24 -17 27 -10 -6 -15 -3
right_child=1 2 3 14 5 6 -8 -9 18 10 11 -13 -14 28 -16 20 -18 -19 22 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0003915972649897434 9.5959261356574546e-06 -8.7051722878104087e-05 -0.00025617028268264618 4.6416703061144476e-05 0.0016213417487100973 5.4591383971591345e-05 -0.00039793362674461459 0.0003571136720753524 3.7059498981471206e-05 -0.00016146593787889817 -2.3058856084434955e-05 0.0002549989994916678 -0.00044905796429250511 0.00012847168686582906 0.00045826010881498609 7.5522263412718896e-05 -0.00016740767336513492 -0.0015598987182353845 -1.5276848079969506e-05 4.1984692166551407e-05 -0.00019079016123394566 7.6403635914096687e-06 -0.0001118471933388932 2.1542943406682125e-05 -0.00038269923874074811 -0.00043106730141649337 -0.0012550896968861541 6.9137078304446197e-06 -9.4443875583130173e-06 -1.927327693181269e-05
leaf_weight=105 43 187 75 35 110 102 134 43 111 42 32 45 218 162 25 46 70 57 60 145 346 71 300 34 60 31 26 101 67 73
leaf_count=105 43 187 75 35 110 102 134 43 111 42 32 45 218 162 25 46 70 57 60 145 346 71 300 34 60 31 26 101 67 73
internal_value=-0.000400407 -0.000546472 -0.000866915 -0.000657131 -0.000287698 0.000518796 -0.000906884 0.00168919 -0.000687971 0.00121076 0.00179191 0.00332075 6.11845e-05 0.000838094 -0.00163238 -0.00184229 0.000172413 -0.000720722 -0.00143609 0.000464646 -0.0022635 0.00219231 -0.00191605 -0.00231642 -0.000547009 0.00111934 8.10802e-05 0.00149057 0.00158261 -0.00250923
internal_weight=2956 2851 2416 2156 1574 521 236 285 1053 435 335 148 522 304 582 557 105 100 531 187 452 103 394 334 106 242 137 211 229 260
internal_count=2956 2851 2416 2156 1574 521 236 285 1053 435 335 148 522 304 582 557 105 100 531 187 452 103 394 334 106 242 137 211 229 260
cat_boundaries=0 17 46 63 65 66 67 68 86 88 89 91 92 93 95 97
cat_threshold=268435456 0 33554432 0 0 0 0 8192 0 8208 0 64 128 0 0 0 128 0 2052 0 134217728 2147483648 1 0 0 0 32768 0 0 8192 512 268435456 4096 0 0 0 0 0 0 0 0 0 16384 64 0 524288 131072 16 1074790400 2560 0 0 33554432 0 33554432 134217760 0 2097152 16 0 0 0 1073745920 49188 1048576 156 68192546 66 0 128 0 0 0 0 131072 0 2048 0 8192 128 0 0 0 0 0 128 0 22532 4 157794 32 131216 16826432 17990656 2 0 18432
is_linear=0
shrinkage=0.04


Tree=267
num_leaves=31
num_cat=13
split_feature=8 7 8 9 3 3 3 7 4 4 9 0 8 3 0 2 7 0 6 2 0 0 7 2 2 0 4 15 13 13
split_gain=1.15762 1.00292 0.519308 0.500514 0.491809 0.674218 0.39126 0.396849 0.38342 0.818025 0.392976 0.757223 0.488772 0.367839 0.331286 0.303838 0.927075 0.775343 0.569581 0.31406 0.290951 0.288015 0.367142 0.247561 0.276589 0.225673 0.221865 0.220838 0.406206 0.383106
threshold=0 1 2 3 2013.5000000000002 1999.5000000000002 2001.5000000000002 4 8048725000.000001 25409110000.000004 5 35.850000000000009 6 2006.5000000000002 39.07500000000001 61.500000000000007 7 29.500000000000004 8 3.5000000000000004 43.175000000000004 39.07500000000001 9 44.500000000000007 38.500000000000007 18.500000000000004 5828530000.000001 10 11 12
decision_type=9 9 9 9 8 10 10 9 10 10 9 10 9 10 10 10 9 10 9 8 10 10 9 8 10 10 8 9 9 9
left_child=4 13 -3 -4 5 -1 7 -5 10 -10 11 -6 26 -2 -14 18 17 -17 21 -20 -16 22 -9 24 25 -24 -12 28 -21 -29
right_child=1 2 3 6 8 -7 -8 15 9 -11 12 -13 14 -15 20 16 -18 -19 19 27 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00033113983507379488 0.00017221992092634258 -0.00032779176189917387 -0.00012498059654813938 -4.8747187197673967e-05 0.00049801880682782398 0.0004750227695369915 -5.4839497622478625e-05 -0.0005543716738046101 2.6600068223744091e-05 -9.9222688049479608e-05 1.4417436754120906e-05 -0.00047980727346413232 -2.8838820225450892e-06 -9.563599745630401e-05 0.00043865848597723331 4.1636380027990772e-05 -2.4382505587894343e-05 0.0019472594982458636 0.00076304851614411443 -0.00022432078967438084 3.9833529511851588e-06 -0.00021211279848821788 0.00013478047925022664 0.00045710332357601943 -0.00020495265931019503 -3.9822761441855612e-05 -0.00021066266575247466 0.00010560292711337565 0.00029767218761150805 -0.0010627421576782528
leaf_weight=29 84 131 246 111 41 35 298 220 37 29 46 131 46 26 73 104 186 29 59 125 31 149 118 44 26 41 103 134 120 128
leaf_count=29 84 131 246 111 41 35 298 220 37 29 46 131 46 26 73 104 186 29 59 125 31 149 118 44 26 41 103 134 120 128
internal_value=-0.000187857 -0.000584101 -0.000770176 -0.000610517 0.00136601 0.00467692 -0.000382555 -0.000135424 0.000988847 0.00382089 0.000584745 -0.000918034 0.00143226 0.00297521 0.00298137 4.55144e-05 0.0011375 0.00352778 -0.000254078 0.000651646 0.00441905 -0.00110345 -0.000613334 0.000516666 -0.000107528 0.000524999 -0.000225001 0.000338582 0.00117187 -0.000468865
internal_weight=2980 2379 2269 2138 601 64 1892 1594 537 66 471 172 299 110 150 1483 319 133 1164 566 104 598 449 229 185 159 149 507 245 262
internal_count=2980 2379 2269 2138 601 64 1892 1594 537 66 471 172 299 110 150 1483 319 133 1164 566 104 598 449 229 185 159 149 507 245 262
cat_boundaries=0 30 47 76 78 95 97 127 135 136 144 145 146 147
cat_threshold=1073741824 2054 0 134217728 2147483648 1 0 0 1 32768 0 0 8192 512 268435456 4096 0 0 4096 10240 0 0 0 0 0 49152 0 0 524288 4096 0 1 0 2048 0 2 0 8192 0 0 0 0 0 0 0 0 144 268435456 0 4 0 0 0 524288 2147483648 0 0 0 33554432 0 1048576 0 0 0 0 0 0 2147483648 0 0 0 0 0 64 0 128 1073741824 8368 131072 0 1048576 2097152 0 0 0 0 33554432 0 0 256 16 0 0 0 4096 0 20516 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 4096 0 0 0 0 0 0 0 0 0 0 4096 0 0 67108864 4 0 0 131072 131072 24 0 0 67108864 4 0 0 0 131072 67108864 10 10
is_linear=0
shrinkage=0.04


Tree=268
num_leaves=31
num_cat=8
split_feature=8 7 7 0 12 0 2 2 2 2 18 3 9 4 12 4 2 2 2 9 2 2 2 2 2 2 2 4 1 0
split_gain=1.62774 1.01778 0.705866 0.485405 0.560656 0.470721 0.413342 0.396181 0.477964 0.532251 0.437829 0.345258 0.391192 0.455752 0.511941 0.36854 0.310874 0.398556 0.305503 0.29562 0.727903 0.310285 0.368281 0.34678 0.342477 0.257349 0.343365 0.312647 0.269091 0.256955
threshold=0 1 2 48.175000000000004 3 32.500000000000007 33.500000000000007 58.500000000000007 45.500000000000007 23.500000000000004 4 2000.5000000000002 5 9950.0000000000018 6 1188.0000000000002 398.00000000000006 60.500000000000007 3.5000000000000004 7 8.5000000000000018 29.500000000000004 92.500000000000014 65.500000000000014 39.500000000000007 61.500000000000007 86.500000000000014 8.0000000000000018 4.5000000000000009 36.400000000000006
decision_type=9 9 9 10 9 10 10 10 8 10 9 10 9 10 9 10 10 8 8 9 8 10 10 10 10 10 10 10 10 10
left_child=3 -2 5 4 6 -3 -1 8 9 10 -6 12 18 14 19 25 17 -7 -4 21 -21 -14 23 24 -23 27 -27 -16 -28 -20
right_child=1 2 11 -5 7 16 -8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 29 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00036855465492796087 -9.2909553566216941e-05 8.3617826108006284e-05 1.9510922208144832e-05 -2.1775692361312231e-05 7.0322616203074421e-06 -6.6464632533684926e-06 0.00010727781824360336 1.8222330574888338e-06 0.00066720571861654141 -0.00019978032152056599 0.00024507301175353202 -5.2645923319207652e-05 -0.0013612795769837194 -0.00037292384127873417 4.914695853824807e-05 0.0014310048855221968 -0.00034698681369878893 0.00087626946116451168 -1.1258285197094883e-05 0.0017336499100375328 -3.8217536004748111e-05 0.00043935070819409573 -0.001254215375716642 0.00027745738374524608 -8.1098074754367723e-05 0.00018790105278358903 6.9058263630378922e-05 -0.00034224463993343102 1.5539393524269243e-05 -0.00046061559811088357
leaf_weight=82 338 32 36 31 30 31 30 55 60 47 114 388 186 89 641 30 25 26 53 25 95 37 32 40 55 49 28 55 108 111
leaf_count=82 338 32 36 31 30 31 30 55 60 47 114 388 186 89 641 30 25 26 53 25 95 37 32 40 55 49 28 55 108 111
internal_value=-9.32442e-05 -0.000491869 -0.000168576 0.00209565 0.00250119 0.002752 -6.50415e-05 0.00333123 0.00411111 0.00310417 0.00430345 -0.000344129 -9.5752e-05 0.000135043 0.000315484 0.00086334 0.0013494 0.00296552 -0.00170616 -0.000748442 0.00091603 -0.00132964 -9.69706e-05 0.000842104 -0.00051613 0.000721087 0.00204301 0.000367287 0.0009927 -0.00252121
internal_weight=2959 2510 2172 449 418 114 112 306 251 191 144 2058 1670 1470 1381 911 82 57 200 470 120 350 164 132 92 881 185 696 136 164
internal_count=2959 2510 2172 449 418 114 112 306 251 191 144 2058 1670 1470 1381 911 82 57 200 470 120 350 164 132 92 881 185 696 136 164
cat_boundaries=0 30 48 65 67 68 70 72 74
cat_threshold=1073741824 2050 0 134217728 2147483648 1 0 0 1 32768 0 0 10240 512 268435456 0 0 0 0 2048 0 0 0 8 0 1073758208 64 0 0 12288 131074 0 0 524292 0 134217728 0 0 0 134217728 32 2097600 0 0 0 0 1073746048 256 0 0 1073741824 0 0 64 0 8192 33554432 0 0 0 128 0 0 0 16 16909600 32 4 512 16400 67324160 2 0 2080
is_linear=0
shrinkage=0.04


Tree=269
num_leaves=31
num_cat=9
split_feature=8 0 2 7 8 9 0 2 0 12 15 3 1 0 0 9 17 4 2 4 2 2 2 0 2 2 6 4 0 2
split_gain=1.15987 0.905488 0.625808 0.600718 0.622835 0.566913 0.421792 0.422936 0.420235 0.435576 0.597897 0.51268 0.457657 0.414263 0.568364 0.387064 0.356873 0.468443 0.365247 0.509842 0.329794 0.321696 0.261975 0.256882 0.284741 0.625906 0.369454 0.434255 0.517494 0.294634
threshold=0 38.57500000000001 108.50000000000001 1 2 3 44.07500000000001 18.500000000000004 45.425000000000004 4 5 2002.5000000000002 5.5000000000000009 39.07500000000001 16.750000000000004 6 7 22.000000000000004 67.500000000000014 8.0000000000000018 20.500000000000004 44.500000000000007 9.5000000000000018 40.250000000000007 144.50000000000003 203.50000000000003 8 22.000000000000004 39.07500000000001 9.5000000000000018
decision_type=9 10 10 9 9 9 10 10 10 9 9 10 10 10 10 9 9 10 10 10 8 10 10 10 8 10 9 10 10 8
left_child=1 -1 5 -2 -5 6 7 22 9 12 11 13 15 14 -11 23 17 -12 -18 -20 -16 -22 -3 24 26 -26 27 28 -6 -28
right_child=3 2 -4 4 8 -7 -8 -9 -10 10 16 -13 -14 -15 20 -17 18 -19 19 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.00072122209093550087 -5.1251502707856883e-05 4.6227338787348906e-05 0.00031876868731460257 -0.00021378512741858252 -0.00048182009664295107 0.00015937388806415911 -0.0017342631805028635 0.00019948137503121542 -0.00061402557602011391 0.00053538041257376119 0.00020175937486362525 -0.00019513181408709984 -0.00021194015056064748 0.00052022526849877034 0.00015820315907095776 -9.8956049052022975e-05 -9.4923476521007236e-05 -0.00072953935906323831 4.559458308628215e-05 -0.0003835277128364911 -0.00095683559936229152 3.1057127086068947e-05 -0.0012645057985404904 -6.5964827125154427e-05 0.0024316513866136477 -3.823378462003142e-05 -0.0016898740985623625 -0.0012841777812092824 0.00024441303935818047 -9.0140821189001355e-06
leaf_weight=68 325 48 35 109 26 111 67 84 103 44 123 29 128 36 30 279 475 42 136 40 33 36 49 39 45 33 63 31 101 188
leaf_count=68 325 48 35 109 26 111 67 84 103 44 123 29 128 36 30 279 475 42 136 40 33 36 49 39 45 33 63 31 101 188
internal_value=-0.000400407 0.00142072 0.00218734 -0.000740919 -0.000493579 0.00167778 0.000494208 0.00151648 -0.000328345 -0.000198162 0.000371014 0.00222831 -0.000817798 0.00313333 0.00213889 -0.000471465 -0.000125757 0.00147727 -0.00054985 0.000994349 0.000439999 -0.00108572 -0.000285715 0.00017877 0.000434425 0.00263291 9.75515e-06 0.00146745 0.00259375 -0.000931299
internal_weight=2956 462 394 2494 2169 359 248 181 2060 1957 1024 208 933 179 143 805 816 165 651 176 99 69 97 526 487 78 409 158 127 251
internal_count=2956 462 394 2494 2169 359 248 181 2060 1957 1024 208 933 179 143 805 816 165 651 176 99 69 97 526 487 78 409 158 127 251
cat_boundaries=0 26 44 70 72 74 75 77 78 79
cat_threshold=0 2 0 0 2147483648 1 0 0 0 32768 0 0 10304 1050112 268435456 0 0 0 4096 2048 0 0 4194304 8 0 16384 131072 0 1048576 4 0 134225920 0 0 65536 32 32 0 16 0 0 0 4096 256 2415919120 2048 4 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 32768 0 30720 85002274 2 2283798528 256 14336 40 450
is_linear=0
shrinkage=0.04


Tree=270
num_leaves=31
num_cat=6
split_feature=7 8 7 2 0 8 3 2 0 4 0 13 2 5 2 2 2 4 2 0 2 2 3 3 2 2 3 2 4 18
split_gain=1.42627 1.05651 0.711663 0.427961 0.393178 0.448416 0.50795 0.426305 0.312955 0.303261 0.365909 0.301995 0.486274 0.367903 0.325182 0.296975 0.455743 0.290804 0.412222 0.284569 0.255801 0.253158 0.24902 0.244539 0.350218 0.355551 0.286271 0.234919 0.234751 0.494115
threshold=0 1 2 22.500000000000004 15.500000000000002 3 1999.5000000000002 49.500000000000007 50.425000000000004 9300.0000000000018 35.600000000000009 4 26.500000000000004 5.5000000000000009 1.5000000000000002 79.500000000000014 30.500000000000004 6789.5000000000009 7.5000000000000009 35.850000000000009 5.5000000000000009 20.500000000000004 1989.5000000000002 2012.5000000000002 39.500000000000007 86.500000000000014 2008.5000000000002 8.5000000000000018 25409110000.000004 5
decision_type=9 9 9 10 10 9 8 10 10 10 10 9 8 8 10 10 8 8 8 10 10 10 10 10 10 10 8 10 8 9
left_child=3 28 19 20 15 -6 7 22 9 10 -8 13 -13 17 -15 16 -4 -12 -19 -3 -1 -20 -7 24 -16 26 -26 -25 -2 -30
right_child=1 2 4 -5 5 6 8 -9 -10 -11 11 12 -14 14 23 -17 -18 18 21 -21 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=7.5086788604983133e-05 8.3025018552121304e-05 -2.0072271009559344e-05 0.00029832925090829968 0.00084517692468004673 -0.00019095993589741592 0.00029948951308105416 -0.00018985708871658221 0.0022080604680134374 -0.0012247689580574478 -5.6780580938227674e-05 -3.1353688562783562e-05 0.00015015362417944406 2.0443835683436744e-05 8.9089898136320876e-05 -0.00023294302638034986 6.6549768596800628e-05 -0.00015764065361786354 -1.8714136392081471e-05 0.0010483428857810805 -0.00023080497030480551 -1.7751106369998713e-05 2.2254466762437523e-05 -0.00066732701259702737 -6.9636374053357091e-05 -5.1308529302885929e-05 -1.8343939349064198e-05 0.00043765245335164482 0.00025443926596766702 -8.5419659858034346e-05 1.9293699824448954e-05
leaf_weight=26 77 454 105 45 223 25 115 30 39 101 54 48 128 33 361 25 70 39 53 326 32 31 42 48 27 57 49 79 49 160
leaf_count=26 77 454 105 45 223 25 115 30 39 101 54 48 128 33 361 25 70 39 53 326 32 31 42 48 27 57 49 79 49 160
internal_value=-0.000285909 -0.000458903 -0.000718229 0.00410526 -0.00027217 -0.000485156 -0.000201461 0.00257143 -0.000418053 -0.000303923 -0.000113981 0.000130951 0.00158289 -0.000194775 -0.000635115 0.00139303 0.000795454 0.00141573 0.00248387 -0.00171934 0.00216949 0.00404706 0.000764705 -0.000842445 -0.00124445 0.000507462 0.00228571 0.000718749 0.00180471 0.0011619
internal_weight=2951 2848 2562 103 1782 1582 1359 97 1262 1223 1122 1007 176 831 654 200 175 177 123 780 58 84 67 621 494 133 76 127 286 209
internal_count=2951 2848 2562 103 1782 1582 1359 97 1262 1223 1122 1007 176 831 654 200 175 177 123 780 58 84 67 621 494 133 76 127 286 209
cat_boundaries=0 13 39 57 84 85 86
cat_threshold=0 0 33554432 0 0 66 0 8192 0 8208 32768 0 128 0 0 0 0 2147483648 1 0 0 0 32768 0 0 8192 512 268435456 0 0 0 0 0 0 0 4194304 0 0 16384 268566528 0 1074790400 2099204 524288 134217728 0 131072 33619968 134217760 32 0 16 268435456 0 0 1073745936 768 1342177280 12 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 0 0 0 64 6 4
is_linear=0
shrinkage=0.04


Tree=271
num_leaves=31
num_cat=10
split_feature=7 8 7 0 0 1 13 3 6 2 7 15 0 2 0 2 2 2 3 2 9 2 7 1 2 2 0 3 13 0
split_gain=1.19954 1.16921 0.664948 0.544939 0.476978 0.513025 0.522481 0.395986 0.342764 0.479783 0.336316 0.292243 0.259562 0.25869 0.257879 0.254521 0.246459 0.371189 0.211795 0.205131 0.190642 0.370115 0.216616 0.240556 0.570825 0.275067 0.249511 0.249387 0.244897 0.552821
threshold=0 1 2 40.250000000000007 38.57500000000001 5.5000000000000009 3 2020.5000000000002 4 291.50000000000006 5 6 14.500000000000002 8.5000000000000018 40.250000000000007 50.500000000000007 24.500000000000004 11.500000000000002 2016.5000000000002 22.500000000000004 7 10.500000000000002 8 2.5000000000000004 414.00000000000006 151.50000000000003 36.400000000000006 2012.5000000000002 9 15.500000000000002
decision_type=9 9 9 10 10 10 9 10 9 10 9 9 8 8 10 8 10 10 8 8 9 10 9 10 8 8 10 10 9 10
left_child=-1 4 3 15 -2 6 18 8 9 13 -10 -12 -13 -4 16 -3 17 -8 -6 -16 22 -22 -14 24 -24 27 -26 28 -25 -30
right_child=1 2 7 -5 5 -7 14 -9 10 -11 11 12 20 -15 19 -17 -18 -19 -20 -21 21 -23 23 25 26 -27 -28 -29 29 -31
leaf_value=-0.00013304787240151034 -6.0978040844785444e-05 0.0019325277924091388 -1.6024245315444053e-05 -0.0005589159460742748 0.0010247032808758101 0.0001498062126412518 3.2864713399886849e-05 2.1667719199352512e-05 -0.00039935682804382629 3.0624055411122017e-05 2.7590796882072121e-05 -0.0011431166228202691 -0.00045462174818132304 -4.7233006731970077e-05 -0.00097831684966788218 0.0008113698476928733 5.1728524237517989e-05 0.00025960944626619078 -1.6179245640655435e-05 9.1039662017194855e-05 1.1130069159641103e-05 -0.00010482755277802059 -0.0015407981201210736 -1.7357607804423867e-05 5.6636524624495204e-05 -0.00037788877109307882 0.00025269428258710273 -0.00039273433370853704 0.00063542322336545014 1.6909439822926719e-05
leaf_weight=216 104 56 109 25 26 31 28 51 110 26 124 49 119 267 27 30 53 32 141 55 116 141 37 472 33 86 28 52 59 284
leaf_count=216 104 56 109 25 26 31 28 51 110 26 124 49 119 267 27 30 53 32 141 55 116 141 37 472 33 86 28 52 59 284
internal_value=-0.000129854 9.92083e-05 -0.000287091 0.00259016 0.00183464 0.00250761 0.00207162 -0.000447103 -0.000533839 -0.00156901 -0.000278909 -0.000124147 -0.000285139 -0.00197348 0.00339806 0.00432184 0.00480702 0.00655738 0.000292134 0.00183132 -0.000187676 -0.00114925 3.38687e-05 0.000222221 0.00210101 2.93492e-05 0.00445161 0.000244239 0.000416666 0.00120904
internal_weight=2987 2771 2274 111 497 393 362 2163 2112 402 1710 1600 1476 376 195 86 113 60 167 82 1427 257 1170 1051 98 953 61 867 815 343
internal_count=2987 2771 2274 111 497 393 362 2163 2112 402 1710 1600 1476 376 195 86 113 60 167 82 1427 257 1170 1051 98 953 61 867 815 343
cat_boundaries=0 18 48 66 67 68 80 81 83 100 101
cat_threshold=131072 0 1140858880 0 32 134217728 0 268435456 0 1024 32768 2097216 0 0 0 0 0 256 0 2 0 134217728 2147483648 1 0 2147483648 0 32768 0 0 10304 1049088 0 0 0 0 4096 2048 0 0 4194304 8 0 1073758208 0 0 524288 4096 268435458 17 0 0 0 2 0 8192 0 0 0 0 0 0 0 0 0 128 10 144 0 128 0 4 0 0 0 0 0 0 0 256 136839168 256 30752 0 0 0 0 0 0 0 0 65536 32 0 128 0 0 0 0 4096 2
is_linear=0
shrinkage=0.04


Tree=272
num_leaves=31
num_cat=13
split_feature=7 8 12 5 9 4 3 0 5 8 9 13 3 12 7 0 4 12 3 0 9 3 4 0 4 0 12 7 0 0
split_gain=0.922731 0.840156 0.695455 0.581088 1.07371 0.478982 0.382511 0.463498 0.50549 0.461378 0.474143 0.580558 0.450797 0.40666 0.352672 0.34028 0.924649 0.281062 0.639749 0.391194 0.262727 0.255516 0.24566 0.306507 0.21506 0.200659 0.17143 0.304387 0.591665 0.159554
threshold=0 1 2 1.5000000000000002 3 9300.0000000000018 2020.5000000000002 15.500000000000002 2.5000000000000004 4 5 6 2011.5000000000002 7 8 40.250000000000007 21074995000.000004 9 2015.5000000000002 39.07500000000001 10 1977.5000000000002 14831265000.000002 23.500000000000004 3215.5000000000005 39.07500000000001 11 12 31.500000000000004 14.500000000000002
decision_type=9 9 9 8 9 10 10 8 10 9 9 9 8 9 9 10 8 9 8 10 9 10 8 10 8 10 9 9 10 10
left_child=26 3 20 -2 -5 6 7 14 9 -9 11 12 -11 21 -4 -6 -17 18 -13 -19 -3 -12 -22 -24 -14 -20 -1 28 -28 -16
right_child=1 2 5 4 15 -7 -8 8 -10 10 13 17 24 -15 29 16 -18 19 25 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00050008697524894438 -0.0020923609848162695 -0.00015651840715177681 -6.3595492785631965e-05 -4.1026514057766796e-06 0.00059237859664018437 -0.0012436850423640255 3.2088307442943501e-05 -0.00015131015944604191 0.00077891495605823162 -8.2423531826180988e-05 0.00018014489747928883 0.00024758427890277909 3.197012274169343e-05 -0.00018791057710266487 6.4405143799150204e-05 0.00021077238984618828 -7.8506483444236222e-06 0.00099502938833239177 -0.0020802583663708405 2.6946709430401241e-05 -0.00013675720609613529 -0.000686800932723791 -0.00020271091831269725 2.2384759314219094e-05 -1.5531392714895956e-05 -3.9347216507188171e-07 -0.00053456495237381627 -0.00013455008010282763 0.00018254490398538962 0.00011808625898942861
leaf_weight=227 33 577 104 112 47 74 38 148 31 65 76 45 25 240 65 31 29 39 26 83 52 25 33 137 201 77 57 103 62 93
leaf_count=227 33 577 104 112 47 74 38 148 31 65 76 45 25 240 65 31 29 39 26 83 52 25 33 137 201 77 57 103 62 93
internal_value=-0.000345062 -4.132e-05 -0.000289626 0.00209886 0.00292727 0.000231923 0.000402315 0.00028869 -7.7635e-05 -0.000228355 0.000122672 0.000832167 -0.000410597 -0.00103409 0.00179468 0.00552542 0.00393443 0.00213523 0.000805031 0.00354887 -0.00122963 0.00103571 -3.43357e-05 0.000701753 0.000422907 -0.000884616 -0.00199131 -0.00106438 0.000338461 0.00288757
internal_weight=2955 2506 2254 252 219 1455 1381 1343 1081 1050 902 561 291 341 262 107 60 270 148 122 799 101 222 170 226 103 449 222 119 158
internal_count=2955 2506 2254 252 219 1455 1381 1343 1081 1050 902 561 291 341 262 107 60 270 148 122 799 101 222 170 226 103 449 222 119 158
cat_boundaries=0 18 47 49 51 74 76 77 78 86 87 89 90 107
cat_threshold=3 128 262144 2621444 2 64 0 268435456 0 268435456 8192 192 16 268435456 0 0 16 128 0 2048 0 0 2147483648 0 0 0 0 32768 0 2048 0 512 268435456 0 0 0 4096 0 0 0 0 8 0 16384 64 0 524288 114688 34 0 18464 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 256 14464 10 1051936 0 0 0 0 0 0 0 131072 67110178 0 10388 17826914 0 128 0 4 0 0 0 0 0 0 0 128 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=273
num_leaves=31
num_cat=12
split_feature=7 7 1 8 11 9 7 13 6 6 0 9 1 4 4 15 0 8 3 4 3 4 1 0 3 3 3 3 0 4
split_gain=1.08981 0.849038 0.830245 0.756037 0.520478 0.496505 0.613859 0.484006 0.872841 0.433403 0.668354 0.395533 0.375786 0.319681 0.309974 0.30093 0.312069 0.279917 0.274164 0.266554 0.332596 0.255558 0.504054 0.233772 0.210753 0.288086 0.217158 0.208669 0.232131 0.202726
threshold=0 1 5.5000000000000009 2 3 4 5 6 7 8 33.175000000000004 9 5.5000000000000009 8747595000.0000019 10510.500000000002 10 14.500000000000002 11 2003.5000000000002 2025703500.0000002 2021.5000000000002 9950.0000000000018 5.5000000000000009 40.675000000000004 2008.5000000000002 2015.5000000000002 2019.5000000000002 2008.5000000000002 33.175000000000004 283.00000000000006
decision_type=9 9 10 9 9 9 9 9 9 9 10 9 8 8 8 9 10 9 8 8 8 10 8 10 8 8 8 8 10 10
left_child=-1 2 9 -3 27 15 -7 12 11 10 -2 21 -8 -11 -10 -6 -17 -18 -19 -13 -21 22 -9 -22 -20 -26 -27 -5 -29 -28
right_child=1 3 -4 4 5 6 7 8 14 13 -12 19 -14 -15 -16 16 17 18 24 20 23 -23 -24 -25 25 26 29 28 -30 -31
leaf_value=-0.00045113843734293266 0.00036854003038988895 0.00017728354479586785 -0.00016341297291355101 -6.2040372069957495e-05 6.4546435841321152e-05 -0.00042585110805452175 -0.00012770845222166103 -0.00011803767569201042 0.00024677606818448598 -0.0020473516639217394 6.82734463897602e-05 -5.1338696452955821e-05 2.6501900607033756e-05 4.8897069683625985e-05 -5.7219049073478979e-05 -0.0027473900067168421 0.00046705180747723916 3.8152086275376603e-05 -0.00030166476732584527 -7.4336586482595694e-06 0.00037464344538348343 -0.0019507335851374358 0.0017926772357487342 0.002060521524962158 0.00041606127171430293 -0.00018708641881395898 1.7684246659117107e-05 -2.1426059923608371e-05 -0.00071092487242576481 -0.00073631505521386253
leaf_weight=231 26 110 41 33 139 117 197 70 25 27 74 27 33 113 175 44 113 59 39 53 108 25 25 27 37 40 652 76 124 36
leaf_count=231 26 110 41 33 139 117 197 70 25 27 74 27 33 113 175 44 113 59 39 53 108 25 25 27 37 40 652 76 124 36
internal_value=-9.11297e-05 0.000142002 0.00217808 -0.00010689 -0.000269585 -6.04298e-05 -0.000770438 -0.000335052 0.000329669 0.00315353 0.00504504 0.00156069 -0.00182573 0.0013245 -0.00170616 0.00048205 0.000232783 0.000384851 0.000123569 0.00256637 0.00321693 -0.000305344 0.000624999 0.0042647 -6.95662e-05 7.8328e-05 -9.87664e-05 -0.00201639 -0.00258707 6.96652e-05
internal_weight=2896 2665 281 2384 2274 2041 882 765 535 240 100 335 230 140 200 1159 1020 976 863 215 188 120 95 135 804 765 728 233 200 688
internal_count=2896 2665 281 2384 2274 2041 882 765 535 240 100 335 230 140 200 1159 1020 976 863 215 188 120 95 135 804 765 728 233 200 688
cat_boundaries=0 18 35 61 64 66 82 83 84 85 87 88 111
cat_threshold=147457 0 1074012160 2048 0 0 0 0 33554432 0 0 256 16 268435456 67108864 0 0 384 268435456 0 33554432 0 0 66 0 268435456 2048 48 8192 0 128 0 0 0 144 0 0 0 134217728 2147483648 1 0 0 0 32768 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 16384 67158017 2147549184 4096 1073742081 2048 0 128 0 2097152 2 0 131072 537001984 0 0 0 0 0 0 0 32 4 394 92 0 12288 136839168 0 0 0 0 0 0 262144 0 0 0 0 131072 8192 0 0 0 0 0 0 0 256 0 4194304
is_linear=0
shrinkage=0.04


Tree=274
num_leaves=31
num_cat=10
split_feature=7 4 7 4 4 0 17 4 12 0 2 3 1 9 3 5 3 7 2 0 6 5 2 0 3 9 2 13 6 0
split_gain=1.03329 0.813757 0.760972 0.504681 0.44688 0.383641 0.360335 0.35849 0.3178 0.613943 0.580755 0.973859 0.58312 0.546792 0.415967 0.393662 0.33163 0.329491 0.340536 0.341347 0.288864 0.266505 0.482207 0.264994 0.308293 0.260808 0.382287 0.290036 0.223087 0.22294
threshold=0 40558085500.000008 1 5039060000.000001 45.000000000000007 40.250000000000007 2 575.00000000000011 3 36.400000000000006 29.500000000000004 2008.5000000000002 5.5000000000000009 4 2001.5000000000002 1.0000000180025095e-35 2015.5000000000002 5 63.500000000000007 27.250000000000004 6 2.5000000000000004 1.5000000000000002 35.850000000000009 2001.5000000000002 7 220.50000000000003 8 9 39.07500000000001
decision_type=9 8 9 10 8 10 9 8 9 10 10 8 10 9 10 10 8 9 10 10 9 8 10 10 10 9 10 9 9 10
left_child=1 3 -2 5 -4 -1 -6 -8 9 -9 12 -12 13 -11 17 -14 -15 18 -10 -20 -18 -22 -23 -3 -25 -19 27 28 29 -27
right_child=2 23 4 -5 6 -7 7 8 14 10 11 -13 15 16 -16 -17 20 25 19 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00028207577876561879 -6.4513309353748968e-05 4.5836864243451997e-05 0.00010302508278385282 8.9182507837237582e-05 -0.00012944800535747721 -0.00015444040404451667 -0.00020825296960938508 -8.5594154966099381e-05 3.1908495007465932e-05 -0.00059220820448044993 -5.7529875752768342e-06 0.0004740962940688323 9.5832375639871856e-06 0.00024012734548533319 -9.8055086969094533e-05 0.00063271532937343169 -5.0803421567960365e-05 -0.00027850545223056562 0.00053529912132550806 -1.5820240950043376e-06 0.00078321727751810583 0.00013862799513969027 -0.00038182985773293956 -1.533670939519838e-05 0.00039844919652363395 -0.0028238944292874276 -0.0038223168382233602 7.325865824996347e-05 -3.5273862221028556e-05 9.2693055632068534e-05
leaf_weight=28 210 29 26 50 162 34 112 219 127 103 62 79 30 43 184 26 101 112 33 26 43 25 88 146 31 28 38 178 372 181
leaf_count=28 210 29 26 50 162 34 112 219 127 103 62 79 30 43 184 26 101 112 33 26 43 25 88 146 31 28 38 178 372 181
internal_value=-2.18663e-05 0.00209118 -0.000287133 0.00488495 -7.97021e-05 0.0024127 -0.000138223 -9.48951e-10 0.000118151 0.00072771 0.00139767 0.0036338 0.000704347 0.000168316 -0.00027597 0.00449123 0.00102894 1.82472e-05 0.00150254 0.00406667 0.000511627 0.00153293 0.00059649 0.000657004 6.74148e-05 -0.000300001 -3.46544e-05 0.000163157 -0.000277028 0.000745454
internal_weight=2926 318 2608 112 2398 62 2372 2210 2098 819 600 141 459 403 1279 56 300 1095 186 59 257 156 113 206 177 909 797 759 581 209
internal_count=2926 318 2608 112 2398 62 2372 2210 2098 819 600 141 459 403 1279 56 300 1095 186 59 257 156 113 206 177 909 797 759 581 209
cat_boundaries=0 17 35 36 37 39 48 49 51 52 53
cat_threshold=268451841 1 0 2048 2 0 0 268443648 0 16 40960 0 0 268435456 0 0 4112 2 16 33562624 524288 32 0 0 0 33554432 0 0 2097152 67108880 0 0 0 1073741824 256 2 41026 0 16404 0 0 67108864 4 0 64 0 536870912 65536 196 0 24592 6 390
is_linear=0
shrinkage=0.04


Tree=275
num_leaves=31
num_cat=10
split_feature=15 11 2 2 6 12 11 2 2 5 5 9 2 2 2 14 11 2 12 12 2 2 2 2 1 0 2 2 2 0
split_gain=0.543419 0.436653 0.493263 0.880682 0.468349 0.41645 0.510932 0.695243 0.362021 0.313081 0.314619 0.267852 0.398247 0.335366 0.577766 0.22825 0.330061 0.554304 0.519804 0.469115 0.627399 0.254069 0.224154 0.193855 0.183139 0.182067 0.540418 0.176023 0.174707 0.365373
threshold=0 1 416.00000000000006 698.00000000000011 2 3 4 3.5000000000000004 27.500000000000004 1.5000000000000002 10.500000000000002 5 47.500000000000007 7.5000000000000009 10.500000000000002 6 7 2.5000000000000004 8 9 24.500000000000004 85.500000000000014 1550.0000000000002 79.500000000000014 2.5000000000000004 25.500000000000004 100.50000000000001 12.500000000000002 23.500000000000004 18.500000000000004
decision_type=9 9 10 10 9 9 9 8 10 8 8 9 10 8 10 9 9 8 9 9 10 8 10 10 10 10 8 8 10 10
left_child=8 -2 4 -4 -3 6 28 -8 -1 -7 -11 12 -9 -13 -15 24 17 -17 21 20 -18 -19 -5 -14 -12 -20 -27 -21 29 -6
right_child=1 2 3 22 5 9 7 11 -10 10 15 13 23 14 -16 16 19 18 25 27 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.9094677380864813e-05 -0.0003846350182791264 -3.1479672957795657e-05 0.00014937057521633042 2.0877769002755233e-05 0.00026995013718636207 -6.4862600687911389e-05 0.00042043215132558486 -0.00068042795455122349 0.0018706355412376166 0.000132852864482961 7.1070916301611486e-05 -0.0010913268612384637 0.00062157339655476292 0.00087193590996097734 2.2561805865995915e-06 -0.0024951211373554529 0.0013491926152644725 0.0002905113490566129 1.8098651970558079e-05 2.4833215453352988e-05 -2.710544540030283e-05 8.9896738159341554e-06 -0.00010362475525890083 -2.5629365900897666e-05 -0.00011735091062407312 0.00010853417253887761 -5.128468910922211e-05 -2.7408129841246373e-05 -0.00068315518786820348 -0.0019880540385926859
leaf_weight=83 102 412 43 31 65 101 45 231 35 113 30 33 30 35 112 26 65 76 155 198 58 29 42 43 75 41 39 390 139 40
leaf_count=83 102 412 43 31 65 101 45 231 35 113 30 33 30 35 112 26 65 76 155 198 58 29 42 43 75 41 39 390 139 40
internal_value=4.11145e-06 -0.000112456 -1.03407e-05 0.00252991 -0.000125485 0.000111926 -0.000627552 8.14805e-05 0.00254263 0.000523098 0.000694443 -0.000362888 -0.00106667 0.000837695 0.0017027 0.000500422 0.000672793 0.00163395 0.00211144 0.000160664 0.00229851 0.00431034 -0.000162163 0.00145946 -0.0012069 0.000894308 0.00246913 -0.000320535 -0.00210196 -0.000943397
internal_weight=2917 2799 2697 116 2581 2169 773 529 118 1396 1295 484 304 180 147 1182 1077 366 340 711 123 105 73 73 105 235 80 588 244 105
internal_count=2917 2799 2697 116 2581 2169 773 529 118 1396 1295 484 304 180 147 1182 1077 366 340 711 123 105 73 73 105 235 80 588 244 105
cat_boundaries=0 1 4 5 6 8 10 11 14 15 17
cat_threshold=134742016 2214592514 589856 2049 20 16892960 32 2147484672 0 18480 17 16416 0 524288 10304 68157696 2
is_linear=0
shrinkage=0.04


Tree=276
num_leaves=31
num_cat=11
split_feature=8 7 8 4 0 3 7 1 12 12 11 6 3 12 2 1 2 6 0 2 0 3 2 2 12 2 2 4 2 2
split_gain=1.43615 0.822095 0.679714 0.66907 0.614902 0.575262 0.365074 0.644453 0.615845 0.562496 0.515187 0.515637 0.484955 0.562991 0.504785 0.666251 0.44662 0.392865 0.36951 0.409774 0.33297 0.562748 0.345403 0.326605 0.296837 0.355895 0.636053 0.562579 0.286905 0.622977
threshold=0 1 2 1158870000.0000002 33.175000000000004 2021.5000000000002 3 2.5000000000000004 4 5 6 7 2002.5000000000002 8 5.5000000000000009 5.5000000000000009 46.500000000000007 9 39.07500000000001 29.500000000000004 39.07500000000001 2013.5000000000002 20.500000000000004 9.5000000000000018 10 67.500000000000014 22.500000000000004 1868495000.0000002 69.500000000000014 34.500000000000007
decision_type=9 9 9 8 10 10 9 10 9 9 9 9 10 9 10 10 8 9 10 10 10 8 8 10 9 10 8 10 10 10
left_child=3 4 -3 23 -2 6 9 -8 16 -4 12 18 13 17 -15 28 -9 -10 -12 -20 22 -22 -5 -1 -23 26 -26 -28 29 -16
right_child=1 2 5 20 -6 -7 7 8 10 -11 11 -13 -14 14 15 -17 -18 -19 19 -21 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=7.0793950580683132e-06 6.9111819069524142e-05 -0.00040775722351910965 1.0205156400848801e-05 0.00036598276709397411 2.1222146679439554e-05 3.5507615373896904e-05 7.6484736457620265e-05 -0.00027670297564207378 4.2687080777014858e-05 -6.2770218892055805e-05 -0.0018709949351207184 -0.00049539293088775131 -4.1206855069503204e-05 -7.8234287190300495e-05 0.00049356523004911025 -0.004258427683195877 1.7940308174286875e-05 -4.33652049381795e-05 0.0002011487094970145 -0.001081545309298696 0.00027354737207921159 -3.3093898701920468e-05 -0.001340192994016003 0.0001347970302292237 2.7330001065124684e-05 -6.6886198117757927e-05 0.00015287317703342978 0.00076395331377415775 3.1220553056895673e-05 0.0062329314916072624
leaf_weight=29 43 262 104 45 160 25 140 332 134 324 36 146 151 49 77 31 109 154 54 33 33 121 36 27 96 41 40 27 34 25
leaf_count=29 43 262 104 45 160 25 140 332 134 324 36 146 151 49 77 31 109 154 54 33 33 121 36 27 96 41 40 27 34 25
internal_value=-0.0001617 -0.000563682 -0.000788885 0.00177866 0.00181308 -0.000524125 -0.000605999 -0.000303431 -0.000571011 -0.00162187 2.56675e-05 -0.00141429 0.00063063 0.00123564 0.00271366 0.00388095 -0.00177876 2.67549e-05 0.000507462 0.00195454 0.00128182 0.00180501 -0.00102439 0.00589474 0.00128834 0.00215814 0.00309756 0.00605882 0.00508029 0.00613592
internal_weight=2918 2423 2220 495 203 1958 1933 1505 1365 428 924 269 655 504 216 167 441 288 123 87 439 358 81 56 325 204 163 67 136 102
internal_count=2918 2423 2220 495 203 1958 1933 1505 1365 428 924 269 655 504 216 167 441 288 123 87 439 358 81 56 325 204 163 67 136 102
cat_boundaries=0 30 47 71 89 91 92 93 94 96 97 99
cat_threshold=0 2056 0 0 0 1 0 0 0 32768 0 133120 2112 1049088 0 0 0 0 4096 2048 0 0 0 0 0 1073758208 64 0 0 4096 0 17 1610612736 0 0 64 0 268443648 33554432 0 0 256 128 0 0 0 144 1342177280 4 4 0 65536 0 262144 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 131072 0 0 0 0 134217728 0 131072 0 0 0 128 16 0 0 0 1073745920 384 108544 2 16803840 32804 404 147458 32 72 98560 32
is_linear=0
shrinkage=0.04


Tree=277
num_leaves=31
num_cat=9
split_feature=8 12 2 2 12 9 8 11 0 0 0 2 2 2 2 2 12 0 12 3 0 0 2 2 2 0 2 9 0 2
split_gain=1.26481 0.706047 0.552486 0.578306 0.533181 0.739581 0.554625 0.465094 0.463883 1.01152 0.433685 0.423498 0.47892 0.397504 0.376682 0.897099 0.421102 0.660565 0.406397 0.658533 0.434555 0.514988 0.671689 0.710151 0.481556 0.322067 0.308878 0.295675 0.413355 0.474502
threshold=0 1 33.500000000000007 10.500000000000002 2 3 4 5 39.07500000000001 40.250000000000007 42.710000000000008 16.500000000000004 23.500000000000004 4.5000000000000009 9.5000000000000018 8.5000000000000018 6 37.750000000000007 7 2014.5000000000002 36.400000000000006 18.500000000000004 67.500000000000014 31.500000000000004 45.500000000000007 30.500000000000004 41.500000000000007 8 44.07500000000001 80.500000000000014
decision_type=9 9 10 10 9 9 9 9 10 10 10 10 10 10 8 10 9 10 9 10 8 10 10 8 8 10 10 9 10 8
left_child=1 -1 3 10 6 -6 25 -7 -4 -10 13 -5 -13 -3 15 16 -9 -18 19 20 21 22 23 -16 -23 -2 -22 28 29 -20
right_child=4 2 8 11 5 7 -8 14 9 -11 -12 12 -14 -15 18 -17 17 -19 27 -21 26 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.1836623436685355e-05 -8.5020695863653845e-06 -4.484187508426855e-05 -2.428842906851025e-05 -0.0029650245401470566 -6.1856396543845339e-05 -0.00015391648856834093 -0.00010749224065596477 -6.4116388024945773e-05 0.00069857136346082929 1.978084527624225e-05 0.00016149245639056602 0.00054639258949763369 -0.00060074654451215171 8.2785567106529896e-05 0.00026260079633146142 0.00021432511587941524 0.0016617347658255926 2.8940710879881643e-05 3.7224304751691311e-05 0.0004990806870578202 -2.3423194641498214e-05 0.0065478802397264781 5.785310335821938e-05 -0.00086952615586233239 1.6849053152081319e-05 0.00014336237970855335 0.00010887656456123573 -1.449379994237811e-05 3.5976070051446722e-05 -0.00028522357626987256
leaf_weight=119 160 40 27 36 327 116 452 119 57 47 44 31 26 36 56 32 49 113 293 28 141 36 27 56 53 71 60 174 52 91
leaf_count=119 160 40 27 36 327 116 452 119 57 47 44 31 26 36 56 32 49 113 293 28 141 36 27 56 53 71 60 174 52 91
internal_value=0.000189898 0.00208439 0.00299718 0.00181308 -0.000168455 0.000189748 -0.00111239 0.000568015 0.00512121 0.00632381 0.00363636 -0.000553192 0.00158621 0.00176623 0.000776419 0.002 0.00126241 0.00249711 0.00042322 0.00130769 0.000939534 0.002131 0.000599999 -0.000778762 0.00448889 0.000479338 -0.000415843 -0.00025765 0.00030425 -0.000145455
internal_weight=2969 463 344 213 2506 1823 683 1496 131 104 120 93 57 76 1380 313 281 162 1067 457 429 228 139 112 89 231 201 610 436 384
internal_count=2969 463 344 213 2506 1823 683 1496 131 104 120 93 57 76 1380 313 281 162 1067 457 429 228 139 112 89 231 201 610 436 384
cat_boundaries=0 27 28 30 32 61 63 64 65 67
cat_threshold=0 10 0 134217728 2147483648 1 0 0 0 32768 0 2048 8256 1536 0 0 0 0 4096 2048 0 0 0 8 0 49152 64 92416 84017184 34 0 12432 0 0 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 524288 2147483648 2147485184 1099840 1083712 0 2080
is_linear=0
shrinkage=0.04


Tree=278
num_leaves=31
num_cat=5
split_feature=7 5 8 9 4 0 0 2 0 5 4 7 4 3 2 4 15 2 2 2 2 2 2 2 2 2 0 4 3 2
split_gain=1.03206 1.07695 0.908088 0.700938 0.468085 0.432708 0.695172 0.44628 0.521606 0.471475 0.389375 0.437517 0.370436 0.344519 0.341595 0.342089 0.359244 0.319833 0.361167 0.588853 0.21177 0.63943 0.3516 0.604778 0.375063 0.22169 0.278144 0.207417 0.199589 0.220147
threshold=0 22.500000000000004 1 2 1074820000.0000002 39.07500000000001 20.500000000000004 33.500000000000007 40.250000000000007 3.5000000000000004 101.00000000000001 3 22.000000000000004 1994.5000000000002 321.00000000000006 44556186500.000008 4 866.50000000000011 39.500000000000007 8.5000000000000018 3.5000000000000004 12.500000000000002 22.500000000000004 30.500000000000004 44.500000000000007 147.50000000000003 18.500000000000004 3990640000.0000005 2008.5000000000002 3.5000000000000004
decision_type=9 8 9 9 10 10 10 10 10 8 8 9 10 10 10 8 9 8 10 10 10 10 10 10 10 10 10 10 10 8
left_child=1 -1 5 -4 12 6 -2 9 -9 -7 -5 20 17 27 15 -13 -17 18 19 -3 -12 -22 -23 -24 -25 26 -26 -11 29 -18
right_child=2 4 3 10 -6 7 -8 8 -10 13 11 14 -14 -15 -16 16 28 -19 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
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leaf_weight=25 48 27 700 29 27 29 131 67 51 158 29 82 25 29 26 612 34 31 48 44 59 70 43 47 67 25 43 27 26 288
leaf_count=25 48 27 700 29 27 29 131 67 51 158 29 82 25 29 26 612 34 31 48 44 59 70 43 47 67 25 43 27 26 288
internal_value=-0.000294438 0.00223529 -0.000512634 -0.000876313 0.0013399 0.000943738 -0.000644445 0.00175691 0.0037647 0.000770491 -0.000375588 -0.000471075 0.000568181 0.000111627 -0.000882299 -0.00100479 -0.000790844 0.0013245 0.000366666 0.00216667 0.000680202 0.000969013 0.000202702 0.00097345 -4.37168e-05 0.00102941 0.0018018 0.000752687 0.000245124 -2.47688e-05
internal_weight=2947 227 2720 2180 202 540 179 361 118 243 1480 1451 175 214 1068 1042 960 150 119 71 383 354 295 225 182 135 110 185 348 322
internal_count=2947 227 2720 2180 202 540 179 361 118 243 1480 1451 175 214 1068 1042 960 150 119 71 383 354 295 225 182 135 110 185 348 322
cat_boundaries=0 17 44 46 55 56
cat_threshold=268435457 268435457 33554432 128 0 64 0 268443648 0 8208 0 0 128 0 0 32 144 0 14 0 134217728 2147483648 0 0 0 0 32768 0 131072 10304 512 0 0 0 0 4096 2048 0 0 4194304 0 0 268451840 64 1073741824 28804 0 128 1074790400 2048 0 0 131072 0 67584 69206016
is_linear=0
shrinkage=0.04


Tree=279
num_leaves=31
num_cat=7
split_feature=8 2 0 8 2 7 2 12 2 2 12 8 2 4 2 2 2 1 0 6 4 2 2 2 4 2 1 2 2 1
split_gain=1.06207 1.06947 0.525575 0.517903 0.409171 0.385385 0.553552 0.351414 0.395128 0.334252 0.30575 0.461365 0.696402 0.511249 0.802322 0.401956 0.37073 0.632686 0.258172 0.240221 0.517514 0.28511 0.44602 0.238016 0.290882 0.229035 0.212136 0.326605 0.196347 0.211914
threshold=0 321.00000000000006 27.250000000000004 1 21.500000000000004 2 63.500000000000007 3 4.5000000000000009 90.500000000000014 4 5 70.500000000000014 9950.0000000000018 8.5000000000000018 70.500000000000014 39.500000000000007 4.5000000000000009 24.500000000000004 6 1.0000000180025095e-35 44.500000000000007 8.5000000000000018 52.500000000000007 775.00000000000011 49.500000000000007 3.5000000000000004 698.00000000000011 37.500000000000007 3.5000000000000004
decision_type=9 10 10 9 10 9 10 9 10 10 9 9 8 8 10 10 10 10 10 9 10 10 8 10 10 10 10 10 10 10
left_child=2 3 -1 4 -2 6 -5 8 -4 -8 19 12 16 14 -13 18 17 -12 -15 20 21 22 -7 24 28 -10 -3 -28 29 -21
right_child=1 26 7 5 -6 10 9 -9 25 -11 11 13 -14 15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=7.8601903212449065e-06 0.00015266180706005749 8.4031877172208176e-07 0.00030870789085811934 -0.00010786927161121517 -0.00015506187096411277 0.0011781200334535652 0.00011251673284913598 -0.00054891135141948121 -0.00057113870527927672 -6.3191387186662166e-05 -0.00067243802241961134 -0.00061089512433257329 0.00020681145221926369 -0.0020777375080338616 0.0002538274418632099 -7.6086507370573157e-05 -0.00025716800415312094 0.000534944404040018 8.5295247479248078e-06 6.3415562360957079e-05 -0.00022208410144235763 0.00032806668117227398 -7.3004634838248157e-06 -0.00052401623531961945 0.00051109413103343391 -2.9467655700007565e-06 0.00038447478442912744 7.5077052243451752e-05 1.6930685202639808e-05 -0.0002121850771980935
leaf_weight=147 76 34 46 367 37 37 38 205 148 66 28 25 49 39 45 105 43 59 588 26 33 25 104 83 27 73 27 29 43 273
leaf_count=147 76 34 46 367 37 37 38 205 148 66 28 25 49 39 45 105 43 59 588 26 33 25 104 83 27 73 27 29 43 273
internal_value=-0.000252906 0.000145014 -0.00170794 -2.88688e-05 0.00248387 -0.000175971 -0.00117013 -0.00238478 -0.0012518 0.00137143 0.000116858 0.000560483 0.00233684 0.00013776 0.00338028 -0.000174626 0.00091603 0.00240909 0.00021019 -0.00054985 0.000590475 0.00153293 0.0008169 -0.001054 -0.000637839 -0.002 0.0043956 0.00589474 -0.000956269 -0.00132
internal_weight=2925 2306 619 2216 113 2103 471 472 267 104 1632 981 179 802 70 732 130 87 627 651 199 166 141 452 369 221 90 56 342 299
internal_count=2925 2306 619 2216 113 2103 471 472 267 104 1632 981 179 802 70 732 130 87 627 651 199 166 141 452 369 221 90 56 342 299
cat_boundaries=0 29 42 60 61 63 86 87
cat_threshold=1342177296 2060 0 0 65536 0 262144 2147483648 1 0 0 0 64 0 0 0 0 0 33554432 8192 384 0 0 8 0 16384 0 0 128 0 2 0 134217728 2147483648 1 0 0 0 32768 0 0 2048 131072 0 0 2097156 0 134217728 0 131072 2048 32 0 384 16 0 0 0 4096 128 84076546 84125696 2 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 4096 0 0 0 16777216 130
is_linear=0
shrinkage=0.04


Tree=280
num_leaves=31
num_cat=8
split_feature=8 9 12 6 2 2 0 4 2 12 5 17 12 4 0 2 2 4 2 2 12 1 2 2 0 2 2 2 2 2
split_gain=0.609436 0.537259 0.652634 0.664526 0.464299 0.67201 0.76292 0.443066 0.47018 0.475404 0.438627 0.381009 0.472772 0.376855 0.37217 0.349771 0.31335 0.432817 0.456779 0.589135 0.494962 0.308153 0.304842 0.335682 0.285577 0.394726 0.264779 0.216212 0.511618 0.315522
threshold=0 1 2 3 61.500000000000007 86.500000000000014 33.175000000000004 313.50000000000006 12.500000000000002 4 1.5000000000000002 5 6 1972110000.0000002 36.400000000000006 25.500000000000004 75.500000000000014 15.000000000000002 36.500000000000007 50.500000000000007 7 5.5000000000000009 27.500000000000004 147.50000000000003 40.250000000000007 14.500000000000002 10.500000000000002 23.500000000000004 15.500000000000002 39.500000000000007
decision_type=9 9 9 9 10 10 10 8 10 9 8 9 9 8 10 8 8 10 10 10 9 10 10 10 10 10 10 10 8 10
left_child=10 11 4 -4 -3 6 -6 -5 -9 22 -1 12 15 -14 -11 -2 17 18 20 -20 26 -7 -10 -24 25 -15 -13 28 -16 -29
right_child=1 2 3 7 5 21 -8 8 9 14 -12 16 13 24 27 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00010502661543469409 -5.261214271271551e-05 -2.3773222286079911e-05 -1.4111424246549276e-05 0.0002225598472744718 8.0497495385607778e-05 3.4057709425353311e-05 9.7753710247327212e-07 8.9506183680716504e-05 -0.00044780349499719285 -0.00062919134690414937 -0.00010096050640356045 0.00021033969243507643 0.00016744268688626354 1.6874405506884498e-05 -0.00017498069055210005 8.8095176509055855e-05 -0.00080290992811467472 -0.00035506639648737398 0.0002049826175559865 -0.00010945852773137995 -0.00090013528683657114 -0.002320118896963967 0.0037058436531187274 0.00031475912711821169 -0.0014029455112370176 0.0011160756325808835 -1.9080677210842654e-05 -0.00018669059503825165 0.00079556063125742985 1.4067635441021366e-06
leaf_weight=48 66 662 459 29 29 107 28 259 31 36 265 50 32 48 32 36 92 62 35 31 134 27 49 25 38 27 52 47 38 89
leaf_count=48 66 662 459 29 29 107 28 259 31 36 265 50 32 48 32 36 92 62 35 31 134 27 49 25 38 27 52 47 38 89
internal_value=-4.04954e-06 0.000195414 0.000537282 0.00118009 -0.000291668 0.0014375 0.00503448 0.00201238 0.0018056 0.00083908 -0.00164198 -0.000745099 0.000511627 0.00192308 -0.000189724 -0.00148673 -0.00142184 -0.000920549 -0.00029043 0.00262686 -0.00111393 -0.000118519 0.00293103 0.00458667 0.000947367 0.00236842 0.00099115 0.000463767 0.00225352 -0.000467154
internal_weight=2963 2650 1947 1094 853 191 57 635 606 347 313 703 247 145 242 102 456 364 302 66 236 134 105 74 113 75 102 206 70 136
internal_count=2963 2650 1947 1094 853 191 57 635 606 347 313 703 247 145 242 102 456 364 302 66 236 134 105 74 113 75 102 206 70 136
cat_boundaries=0 27 29 31 32 33 34 35 36
cat_threshold=268435456 0 0 0 0 1 262144 0 0 0 0 0 0 1048576 0 0 0 0 0 10242 0 0 4194304 8 0 16384 64 128 12436 83929120 34 24 1344 41 66818 10274
is_linear=0
shrinkage=0.04


Tree=281
num_leaves=31
num_cat=17
split_feature=7 8 18 4 17 1 12 7 1 3 6 3 12 6 7 11 4 6 1 6 12 1 4 9 16 6 1 3 4 3
split_gain=1.24392 1.08424 0.676672 0.748987 0.539958 0.463854 0.392118 0.618818 0.451364 0.370254 0.529815 0.360328 0.357164 0.313345 0.322323 0.540014 0.25877 0.252612 0.264271 0.260202 0.235476 0.250393 0.234099 0.272549 0.220266 0.184889 0.174058 0.172548 0.171778 0.157759
threshold=0 1 2 5081865000.000001 3 4.5000000000000009 4 5 1.0000000180025095e-35 1989.5000000000002 6 2018.5000000000002 7 8 9 10 13004860000.000002 11 5.5000000000000009 12 13 5.5000000000000009 676.50000000000011 14 15 16 4.5000000000000009 1997.5000000000002 1317685000.0000002 2001.5000000000002
decision_type=9 9 9 8 9 10 9 9 10 10 9 10 9 9 9 9 8 9 8 9 9 10 10 9 1 9 10 10 10 10
left_child=25 12 3 5 -4 -3 7 27 -8 13 -11 29 -2 -10 -15 22 28 18 19 -9 24 -22 23 -16 -17 -1 -19 -6 -14 -12
right_child=1 2 4 -5 6 -7 8 17 9 10 11 -13 16 14 15 20 -18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8140450413396199e-05 1.3580742980583084e-06 8.6249520961700907e-07 -0.00085635612747293505 1.7597787688094767e-05 0.00011136588680181578 1.6909496952900814e-05 -0.00010366500762984728 6.9546085641092594e-05 -0.00046687995395211122 -0.00020547895320476806 -0.00075897567447658217 0.00023952981602389401 3.7606886209952182e-05 -5.7301284367469485e-05 8.2016192206956916e-05 0.00010497243582509693 0.00010713437911410658 -0.00044906067354642218 9.2694251904378125e-05 -0.00035072221808092358 7.3915537246840995e-05 0.0011267762511939943 7.9171888784776616e-05 -0.00010702909393840856 -9.0220077620543768e-05 -0.0011392303738135617 -0.00017060086071118562 -6.8831585887659872e-05 -0.00047830378518892318 2.9544966627722212e-05
leaf_weight=161 122 25 109 102 88 30 55 114 121 129 30 32 35 112 133 36 188 61 60 149 162 32 25 106 81 176 354 26 30 84
leaf_count=161 122 25 109 102 88 30 55 114 121 129 30 32 35 112 133 36 188 61 60 149 162 32 25 106 81 176 354 26 30 84
internal_value=-0.000132032 0.000165026 -0.000169388 0.00235443 -0.000360001 0.00607143 -0.000199901 -0.00084357 0.000285465 0.000468634 -0.000797102 0.000866241 0.00212435 0.000899875 0.00122063 0.00160409 0.00298485 -0.00127103 -0.000395211 -0.000954546 0.0027205 0.00362927 0.000232726 -0.000150001 0.00103125 -0.00237931 -0.00192488 0.001792 0.00090909 -0.000139131
internal_weight=2968 2631 2256 157 2099 55 1990 852 1138 1083 275 146 375 808 687 575 253 738 323 263 311 194 264 239 117 337 415 114 65 114
internal_count=2968 2631 2256 157 2099 55 1990 852 1138 1083 275 146 375 808 687 575 253 738 323 263 311 194 264 239 117 337 415 114 65 114
cat_boundaries=0 18 38 39 40 42 59 60 62 63 72 73 74 75 76 78 79 80
cat_threshold=2 48 1074003968 2624000 524320 8256 33554432 0 0 134217728 0 2097280 0 0 0 0 1073741824 256 0 0 0 0 2147549184 0 0 2147483648 0 32768 0 2052 2048 512 268435456 4096 0 0 4096 2048 4 2 83984640 34 131072 128 67108864 0 0 0 0 0 65536 0 0 0 0 0 0 0 4096 156 196672 32 18 0 128 67108864 4 0 0 0 0 65536 49156 326 66 1049696 0 2080 2 152
is_linear=0
shrinkage=0.04


Tree=282
num_leaves=31
num_cat=8
split_feature=7 4 8 2 2 2 3 8 7 2 9 2 2 12 3 2 2 3 2 3 2 9 12 2 2 2 2 2 2 2
split_gain=2.14258 1.15327 0.74888 0.852583 0.727933 0.534638 0.391492 0.382398 0.571354 0.456076 0.447012 0.610528 0.317264 0.459807 0.690074 0.568271 0.463387 0.592331 0.485012 0.471351 0.325353 0.529302 0.581388 0.783581 0.269483 0.285066 0.256725 0.231834 0.235349 0.218045
threshold=0 963180000.00000012 1 416.00000000000006 698.00000000000011 45.500000000000007 2010.5000000000002 2 3 203.50000000000003 4 13.500000000000002 2.5000000000000004 5 2003.5000000000002 104.50000000000001 10.500000000000002 2023.5000000000002 67.500000000000014 2002.5000000000002 36.500000000000007 6 7 20.500000000000004 92.500000000000014 84.500000000000014 18.500000000000004 29.500000000000004 66.500000000000014 9.5000000000000018
decision_type=9 8 9 10 10 8 8 9 9 10 9 10 8 9 8 10 8 8 10 10 10 9 9 8 10 10 10 8 10 10
left_child=1 -1 -2 7 -5 -3 -6 26 27 10 11 -10 -12 14 -14 20 17 -15 -18 24 21 22 23 -16 25 -20 -4 -9 -29 -23
right_child=2 5 3 4 6 -7 -8 8 9 -11 12 -13 13 16 15 -17 18 -19 19 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00051158037764564564 -0.00023986309971692942 1.6003982003102206e-05 -1.1244725801390058e-05 0.00012060911175230181 7.6718614898897418e-05 0.00019535150366034603 -0.00022082680676308906 -0.00087316141970780639 0.00028299747942366342 -0.0019184672069022723 -0.00014808722944192217 -1.9198595652401987e-05 0.0015894349365187974 -0.00013904405533537087 0.00046105071122678641 0.00069925880679526603 -5.369764722967438e-05 9.1033195631781967e-05 3.4773659977024e-05 -0.0017155165362667778 -0.00012748718999974317 -0.00048337153390056917 2.6099071391940006e-06 0.00032976042302013407 9.2175776528482843e-06 0.00010765509790371697 9.4428778299556122e-05 1.9692888790579171e-06 -0.00028277078510155203 -1.0309536888142953e-05
leaf_weight=34 113 118 62 35 26 59 42 114 76 60 130 58 44 64 72 32 720 196 61 26 144 53 160 49 85 25 58 79 45 66
leaf_count=34 113 118 62 35 26 59 42 114 76 60 130 58 44 64 72 32 720 196 61 26 144 53 160 49 85 25 58 79 45 66
internal_value=0.0003495 0.00412613 3.6954e-05 0.000182028 0.00373077 0.00298876 0.00127536 3.387e-05 -8.27014e-05 0.000129455 0.000230843 0.00237241 6.81105e-05 0.000206896 0.00107765 0.00072097 -0.00025926 0.00122605 -0.000684097 0.00107071 0.000411008 0.000997505 0.00190411 0.00390909 0.00183721 0.0034023 0.0021374 -0.00189558 -0.000768001 -0.0012
internal_weight=2906 211 2695 2582 103 177 68 2479 2359 2121 2061 134 1927 1797 620 576 1177 260 917 197 544 400 281 121 171 86 120 238 124 119
internal_count=2906 211 2695 2582 103 177 68 2479 2359 2121 2061 134 1927 1797 620 576 1177 260 917 197 544 400 281 121 171 86 120 238 124 119
cat_boundaries=0 17 46 73 90 92 93 95 96
cat_threshold=2 0 33554432 2048 65536 134217728 0 8192 0 8208 40960 0 0 268435456 0 32 16 1342177296 0 4 0 0 0 0 0 1 0 0 0 0 1048576 0 0 0 0 0 0 0 0 0 0 0 0 4 0 128 0 0 0 0 2147549184 0 0 0 0 32768 0 0 8192 0 0 0 0 0 0 0 0 0 0 0 0 49152 64 0 128 536870912 2621444 524288 0 0 0 33554432 0 32 128 0 0 0 0 1073741824 131329 8192 84968544 0 6176 17825856
is_linear=0
shrinkage=0.04


Tree=283
num_leaves=31
num_cat=12
split_feature=7 8 12 8 2 4 9 2 12 2 11 2 11 2 4 12 2 12 12 2 2 2 6 2 2 2 1 2 2 2
split_gain=1.59667 1.0594 0.530261 0.526212 0.489955 0.427299 0.437578 0.375094 0.818084 0.886693 0.558778 0.537115 0.388121 0.360368 0.331527 0.408665 0.411321 0.314638 0.302787 0.260163 0.349008 0.249508 0.244665 0.307614 0.380199 1.00905 0.402742 0.240692 0.240631 0.551728
threshold=0 1 2 3 15.500000000000002 425.00000000000006 4 61.500000000000007 5 90.500000000000014 6 277.00000000000006 7 9.5000000000000018 45.000000000000007 8 10.500000000000002 9 10 10.500000000000002 21.500000000000004 48.500000000000007 11 47.500000000000007 22.500000000000004 25.500000000000004 5.5000000000000009 12.500000000000002 79.500000000000014 30.500000000000004
decision_type=9 9 9 9 8 8 9 8 9 8 9 10 9 10 10 9 10 9 9 10 10 10 9 10 10 8 8 10 10 10
left_child=2 18 4 -3 -1 -4 13 10 9 -9 -5 -11 -10 -7 15 16 -12 -14 -2 -20 -21 -22 27 24 26 -26 -24 -17 29 -8
right_child=1 3 5 7 -6 6 28 8 12 11 14 -13 17 -15 -16 22 -18 -19 19 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00012139822667814913 2.4721564507454642e-05 -0.00053512770031516105 0.00037384941901319441 -0.00015950653148981319 -8.9400304891732715e-05 -0.0010909404330882043 5.5105774190526176e-05 7.3526820806218174e-05 2.066448295195299e-05 -1.1715428682638541e-05 1.3597178918992463e-05 0.0017707239625543319 -0.00053345211855577025 2.9839261768709875e-05 -0.00015780082291404272 5.2220863637187677e-06 -9.8070961878816087e-05 -8.7652256584196981e-06 -0.00020929898513496835 0.00094993460298739259 -0.00057776828268753667 0.00010078856237070919 -2.2655773831358701e-05 -0.00028933111706976533 0.00052364536378108001 5.2124782330049929e-05 0.00087987883141677414 -0.0009846875303359693 1.8143740842145127e-05 0.00057392450315175818
leaf_weight=51 100 107 26 122 80 36 127 51 157 132 192 40 107 65 166 68 397 159 60 46 30 46 205 46 25 114 47 82 39 25
leaf_count=51 100 107 26 122 80 36 127 51 157 132 192 40 107 65 166 68 397 159 60 46 30 46 205 46 25 114 47 82 39 25
internal_value=1.62758e-05 -0.000380877 0.00218261 -0.000676841 -2.81699e-05 0.00306383 0.00270307 -0.000528054 0.000272024 0.00217094 -0.000884643 0.000878612 -0.000764978 0.000321428 -0.000626756 -0.000394224 -0.00112667 -0.00167509 0.00188396 0.000787564 0.00188618 0.000207791 0.000354514 0.000830356 0.00121428 0.00288571 0.000284584 -0.00099379 0.00374257 0.00465359
internal_weight=2948 2499 449 2217 131 318 292 2110 646 223 1464 172 423 101 1342 1176 589 266 282 182 122 76 587 437 391 139 252 150 191 152
internal_count=2948 2499 449 2217 131 318 292 2110 646 223 1464 172 423 101 1342 1176 589 266 282 182 122 76 587 437 391 139 252 150 191 152
cat_boundaries=0 18 47 49 76 78 80 83 86 88 89 90 91
cat_threshold=3 145 537927680 2099200 65536 64 0 536879104 0 8192 32800 0 0 268435456 0 32 1073741840 128 0 0 0 0 2147483648 1 0 0 0 0 0 2052 10304 0 0 0 0 0 0 0 0 0 0 0 0 268451840 64 0 524288 17828192 2 1342177296 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 4 0 4148 1083648 34 0 1024 524288 32772 0 524288 1288192 34 16793634 131106 260
is_linear=0
shrinkage=0.04


Tree=284
num_leaves=31
num_cat=11
split_feature=7 15 7 12 11 12 2 2 2 1 3 2 2 2 1 2 11 2 12 6 5 2 2 6 2 2 13 2 2 2
split_gain=1.64787 0.985963 0.623669 0.606811 0.488917 0.470802 0.461348 0.528494 0.364844 0.40005 0.341167 0.33475 0.419266 0.324825 0.31366 0.309135 0.301162 0.294909 0.263789 0.357411 0.326363 0.238416 0.289795 0.2256 0.218768 0.200387 0.460824 0.390538 0.191707 0.228605
threshold=0 1 2 3 4 5 16.500000000000004 8.5000000000000018 37.500000000000007 4.5000000000000009 2002.5000000000002 54.500000000000007 155.00000000000003 11.500000000000002 3.5000000000000004 2.5000000000000004 6 13.500000000000002 7 8 1.5000000000000002 19.500000000000004 89.500000000000014 9 100.50000000000001 5.5000000000000009 10 2.5000000000000004 18.500000000000004 60.500000000000007
decision_type=9 9 9 9 9 9 8 10 10 10 8 10 10 10 10 10 9 8 9 9 8 10 10 9 8 8 9 10 10 10
left_child=1 -1 13 4 24 -6 7 -7 9 -3 -5 -8 -13 -2 15 -12 18 -11 20 -20 -16 -17 -23 28 -4 27 -27 -21 -22 -30
right_child=2 8 3 10 5 6 11 -9 -10 17 14 12 -14 -15 16 21 -18 -19 19 25 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.2200363986098711e-05 -3.7173638983058309e-07 3.6698404327181518e-05 -7.6575546675514838e-05 0.0002760508241383091 -3.4562910505769256e-05 -0.00015856851312905483 -4.3204387606049682e-05 9.9327740323738829e-05 0.00032268298081986182 2.8971503223400119e-05 -3.7749194068554529e-07 8.989234934389638e-05 -0.00044690196021985706 -7.3017481405150019e-05 0.0010284001945290826 0.00090630576370024848 -2.9968931759053168e-05 -0.00026390601361592702 0.00025647397464033589 -1.8328763301291075e-05 0.0003169022130800467 5.3977365269186925e-06 1.4991019639351253e-05 -0.00041036606683900304 -0.00015191036543350654 6.9143710665057304e-05 -5.2449062057184246e-05 0.00081329798480262035 -0.0012377847026302552 1.8582374273104038e-05
leaf_weight=183 107 26 594 84 132 26 72 32 55 32 97 26 32 246 25 36 276 27 129 31 42 57 36 127 47 114 160 53 49 25
leaf_count=183 107 26 594 84 132 26 72 32 55 32 97 26 32 246 25 36 276 27 129 31 42 57 36 127 47 114 160 53 49 25
internal_value=0.000190667 0.00283832 -0.000142537 0.000100302 -0.000662552 0.000604229 0.00184925 0.00488135 0.00529801 0.00395349 0.000647928 0.000610686 0.00284746 -0.00168132 0.000486486 0.0018326 0.000189922 0.00206667 0.000600521 0.00114859 -0.000401435 0.00310769 0.002 -0.000868853 -0.00129448 0.000455284 -5.81828e-05 0.0021647 0.000440944 -0.000746668
internal_weight=2978 323 2655 2302 961 320 188 58 140 85 1341 130 58 353 1257 226 1031 59 755 487 268 129 93 243 641 358 274 84 116 74
internal_count=2978 323 2655 2302 961 320 188 58 140 85 1341 130 58 353 1257 226 1031 59 755 487 268 129 93 243 641 358 274 84 116 74
cat_boundaries=0 17 18 36 38 41 43 46 47 48 49 50
cat_threshold=16387 268435457 33554432 2097152 65536 0 0 536879104 0 8224 40960 0 128 0 0 0 144 201326592 268435456 128 1677721600 524288 524288 134225984 0 268435456 0 134217728 0 320 268435456 0 67108864 32 0 384 1255744 2 32804 0 524288 1058816 2 32804 0 524288 83935232 258 12 4
is_linear=0
shrinkage=0.04


Tree=285
num_leaves=31
num_cat=9
split_feature=7 2 4 7 0 15 7 13 4 0 1 4 4 4 4 2 2 0 11 2 7 2 2 0 3 3 4 1 9 17
split_gain=1.1905 0.470926 0.416898 0.412748 0.507773 0.376353 0.423559 0.49701 0.369689 0.344546 0.334087 0.326833 0.402564 0.438358 0.319959 0.286488 0.692682 0.253713 0.2525 0.828848 0.275366 1.13644 0.399148 0.52461 0.226431 0.207496 0.248631 0.200215 0.189184 0.19568
threshold=0 14.500000000000002 4041470000.0000005 1 50.425000000000004 2 3 4 722615000.00000012 47.750000000000007 4.5000000000000009 575.00000000000011 3023950000.0000005 807475000.00000012 2710.0000000000005 114.50000000000001 60.500000000000007 14.500000000000002 5 12.500000000000002 6 80.500000000000014 15.500000000000002 23.500000000000004 2020.5000000000002 1991.5000000000002 45.000000000000007 3.5000000000000004 7 8
decision_type=9 10 8 9 10 9 9 9 10 8 10 10 10 10 10 10 8 10 9 8 9 8 10 10 8 8 10 10 9 9
left_child=1 2 -1 -2 5 8 7 -7 10 11 -5 17 13 14 -13 16 -9 -8 19 -19 21 22 23 -20 -3 -22 28 -21 29 -27
right_child=3 24 -4 4 -6 6 9 15 -10 -11 -12 12 -14 -15 -16 -17 -18 18 20 27 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.0345801365971838e-05 -4.5442658441749172e-05 3.7271768637367752e-06 -7.1100213143419325e-06 0.00027827368716213416 -0.0010504685456591456 -1.9213426154521187e-05 -0.0019286909769161997 0.00015004195992204174 -9.1639971477575815e-05 2.671913542878106e-05 0.00019109980182812638 0.0003695246842242231 -0.0012145539012149511 0.00011295307830190625 -5.3305869388637162e-06 -0.00011294905057485665 0.00021526204527849948 0.00057411694273585146 0.00057338121991207355 4.602960425922776e-05 4.341656166131598e-05 0.0018559023636109185 -0.00024064966491565555 -0.00035026198651628938 0.00051746233787627514 4.2310254525450575e-05 -0.00036674552304157297 -0.00011009729214035688 -0.00011838039923024519 -3.074169031109056e-05
leaf_weight=25 260 38 79 104 54 145 58 126 27 53 41 33 55 25 76 36 27 34 27 33 41 25 114 31 66 121 69 85 353 706
leaf_count=25 260 38 79 104 54 145 58 126 27 53 41 33 55 25 76 36 27 34 27 33 41 25 114 31 66 121 69 85 353 706
internal_value=-6.33433e-05 0.00277625 0.000990475 -0.000287366 -0.000125897 -4.0884e-05 -0.000180386 0.00111304 0.00170492 -0.000408206 0.00260274 -0.000500266 0.00107368 0.00225185 0.00112727 0.00242 0.0032987 -0.00067609 -0.000582928 0.000932514 -0.000739654 0.000634614 -0.000508671 0.00216949 0.0048 -0.000953114 -0.0010528 -0.000605043 -0.00091448 -0.000558473
internal_weight=2967 208 104 2759 2499 2445 2273 334 172 1939 145 1886 189 134 109 189 153 1697 1639 152 1487 197 172 58 104 1290 1249 118 1180 827
internal_count=2967 208 104 2759 2499 2445 2273 334 172 1939 145 1886 189 134 109 189 153 1697 1639 152 1487 197 172 58 104 1290 1249 118 1180 827
cat_boundaries=0 17 35 36 53 54 57 69 71 72
cat_threshold=16384 0 33554432 2048 0 0 0 8192 0 8240 40960 0 128 0 0 32 1073741824 1 0 1073741824 524292 0 134225920 0 0 0 1024 0 320 0 0 0 0 4096 256 136839168 268435456 145 605028352 0 0 0 0 268435456 2048 0 0 0 0 268435456 0 0 128 12 32768 2148532224 524288 0 0 0 0 0 0 131072 0 0 0 0 128 1073741825 6272 8
is_linear=0
shrinkage=0.04


Tree=286
num_leaves=31
num_cat=13
split_feature=8 7 7 2 16 12 2 2 2 1 8 16 10 2 12 9 2 1 2 7 2 1 4 9 2 12 2 4 2 4
split_gain=1.25177 0.763963 0.414928 0.743224 0.411743 0.3422 0.484919 0.61099 0.425012 0.336473 0.331746 0.540992 0.282711 0.281193 0.269534 0.593477 0.410974 0.431484 0.350028 0.288632 0.293591 0.262865 0.255843 0.243338 0.218298 0.213285 0.366855 0.381679 0.257538 0.209427
threshold=0 1 2 9.5000000000000018 3 4 18.500000000000004 45.500000000000007 67.500000000000014 5.5000000000000009 5 6 7 8.5000000000000018 8 9 73.500000000000014 5.5000000000000009 24.500000000000004 10 49.500000000000007 5.5000000000000009 141.00000000000003 11 74.500000000000014 12 6.5000000000000009 199.50000000000003 9.5000000000000018 180.50000000000003
decision_type=9 9 9 8 1 9 10 10 10 10 9 1 9 10 9 9 10 8 8 9 10 8 10 9 10 9 8 10 8 8
left_child=5 -2 3 -3 22 13 9 -8 -9 25 11 -4 -12 -1 15 16 17 -14 -17 20 -16 -10 24 -21 -5 26 -7 -28 -27 -25
right_child=1 2 10 4 -6 6 7 8 21 -11 12 -13 14 -15 19 18 -18 -19 -20 23 -22 -23 -24 29 -26 28 27 -29 -30 -31
leaf_value=4.3544493165787398e-05 -3.2615985089965321e-05 1.5089739069351189e-05 -0.00065706858187685065 2.4912010042341129e-05 0.00054880526064789495 -1.5736472507685329e-05 -0.0012123082931478446 8.6762020990965687e-05 7.0385220020197941e-05 4.8081448108860696e-05 -0.00037472074794773596 0.00053300243238653627 -8.93832354796167e-06 0.00017265045329420826 -0.0013423938625675318 0.00064512793070625599 0.00012759900151096146 -0.0011790457517819285 0.00014493552092763009 -0.00010267934539761285 -3.2121899526035791e-06 -0.0014053364705201329 -0.00072221604021001416 2.171136978630126e-05 -1.5781973746959984e-05 0.00023346488900324015 3.4320020256627969e-05 0.00011831798798842219 -0.00014322082461696187 -2.0145769719078353e-06
leaf_weight=61 219 32 141 95 32 26 69 29 48 26 113 29 185 61 70 53 50 54 52 142 49 34 26 33 41 25 50 29 85 994
leaf_count=61 219 32 141 95 32 26 69 29 48 26 113 29 185 61 70 53 50 54 52 142 49 34 26 33 41 25 50 29 85 994
internal_value=-4.06324e-06 -0.000396531 -0.000165305 0.00141772 0.000533332 0.00171119 0.00110185 -0.00044199 0.00139286 0.00229752 -0.000354252 -0.00198895 -0.000188262 0.00354887 -5.19797e-05 0.000849382 -0.000120001 -0.000816668 0.00327586 -0.000332564 -0.00212308 -9.63865e-05 -0.000294479 -0.000132204 0.000408758 0.00175926 0.00293103 0.00455 0.000330578 8.8631e-05
internal_weight=2953 2410 2191 226 194 543 421 180 111 241 1965 170 1795 122 1682 394 289 239 105 1288 119 82 162 1169 136 215 105 79 110 1027
internal_count=2953 2410 2191 226 194 543 421 180 111 241 1965 170 1795 122 1682 394 289 239 105 1288 119 82 162 1169 136 215 105 79 110 1027
cat_boundaries=0 30 47 64 65 67 94 95 96 97 99 108 110 111
cat_threshold=16 4 0 0 65536 1 0 0 0 0 0 131072 0 1536 0 4096 0 0 4096 10240 0 0 0 8 0 1342193664 64 0 524288 4096 131073 268435456 8192 0 0 134217728 0 0 2048 32 0 0 8388624 0 0 0 1073741952 268435458 128 1048576 2097152 0 66 0 8192 0 0 0 0 0 0 0 0 4112 2 16809984 32 268435456 2048 4 0 0 0 0 0 0 0 0 0 8192 1048576 0 0 0 0 0 0 256 0 0 0 0 0 4 2 17 134432 0 6144 0 1 67108864 4 0 0 0 268435456 33554432 1 36 290
is_linear=0
shrinkage=0.04


Tree=287
num_leaves=31
num_cat=15
split_feature=7 8 17 7 8 1 12 13 1 10 17 12 0 0 0 0 0 17 13 12 3 12 0 3 0 1 11 3 0 0
split_gain=1.60083 1.00124 0.991777 0.706412 0.725944 0.690974 0.533931 0.474354 0.444112 0.356283 0.324937 0.368744 0.364154 0.324288 0.304226 0.288816 0.275319 0.330712 0.573171 0.733106 0.323329 0.791826 0.708028 0.244513 0.243434 0.239647 0.236059 0.225333 0.217255 0.210315
threshold=0 1 2 3 4 4.5000000000000009 5 6 1.5000000000000002 7 8 9 44.07500000000001 42.710000000000008 36.900000000000006 44.07500000000001 9.5000000000000018 10 11 12 1992.5000000000002 13 29.500000000000004 2003.5000000000002 21.500000000000004 2.5000000000000004 14 2006.5000000000002 42.250000000000007 39.07500000000001
decision_type=9 9 9 9 9 10 9 9 10 9 9 9 10 10 8 10 10 9 9 9 10 9 10 8 10 10 9 10 10 10
left_child=2 24 5 -3 6 -1 15 23 14 -10 -11 26 16 -7 -6 -5 -13 -18 20 -20 21 22 -19 -4 -2 -9 -12 28 -27 -28
right_child=1 3 7 4 8 13 -8 25 9 10 11 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=9.7043970543818502e-05 -8.9135279066342347e-05 -0.00033128209428566968 0.00012361929486583937 0.00060684706573462172 4.7198951545627067e-05 0.00011375836814948348 2.9116285924495976e-06 -2.1396060168575434e-05 -0.0011266760108555578 -0.00045588928569411595 -6.7060725640988485e-05 -2.9008993178420681e-05 0.00014402963484524156 -4.8014908575715171e-05 4.1159837317817848e-06 3.5818953574518875e-05 -1.4541587374012977e-05 -0.00025001092254620918 0.00044700731038812788 2.0159918425762215e-05 -0.00038304929570528832 -4.6373922552063454e-05 0.0020908100221031286 2.4526481614896874e-05 -0.00030211074587840919 5.6573877466434658e-05 -2.5251620627884109e-05 -6.9970092800371821e-05 -6.8915418096205768e-05 0.00013937034360675946
leaf_weight=47 39 108 26 93 91 41 123 51 112 101 244 52 57 36 79 32 153 49 102 158 63 148 71 121 193 116 277 29 52 75
leaf_count=47 39 108 26 93 91 41 123 51 112 101 244 52 57 36 79 32 153 49 102 158 63 148 71 121 193 116 277 29 52 75
internal_value=0.000205441 -0.000230359 0.00219623 4.00172e-05 0.000210425 0.00521481 0.00219305 0.001133 -6.94529e-05 -0.000269394 -0.000102499 5.75333e-05 0.000587962 0.00323077 0.00187134 0.00397059 0.000371392 0.000569127 0.000990032 0.00236162 -0.000128656 0.000475835 0.00274809 0.00286076 -0.00266667 3.08871e-05 -0.000698518 0.000666666 0.00123077 -2.20395e-05
internal_weight=2939 2420 519 2188 2080 124 248 395 1832 1662 1550 1449 853 77 170 125 796 744 591 260 331 268 120 147 232 248 596 197 168 352
internal_count=2939 2420 519 2188 2080 124 248 395 1832 1662 1550 1449 853 77 170 125 796 744 591 260 331 268 120 147 232 248 596 197 168 352
cat_boundaries=0 17 44 45 63 92 94 95 96 97 99 100 101 102 103 105
cat_threshold=268451843 129 100663296 2099200 65568 134217730 0 268443648 0 8208 8192 0 0 0 0 0 4240 1342177280 0 4 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 2147483904 0 4194304 8 0 0 4 40 0 0 536879104 0 0 0 0 0 33554432 1024 0 64 67108864 0 0 32 0 256 16 2050 0 0 0 1 0 2147483648 0 0 0 0 8192 512 0 0 0 0 4096 0 0 0 0 0 0 16384 0 0 524288 32834 32 2 17 34 83945728 2 8 2 1245248 1049666 4 1024
is_linear=0
shrinkage=0.04


Tree=288
num_leaves=31
num_cat=10
split_feature=7 5 4 8 12 1 2 4 9 2 2 4 3 4 7 3 5 4 8 2 2 1 2 16 2 7 2 6 2 6
split_gain=1.65278 1.12489 1.03168 0.892576 0.695489 0.48466 0.781898 0.484034 0.568875 0.369904 0.543332 0.334654 0.361406 0.312092 0.300374 0.468504 0.407889 0.365274 0.439808 0.403808 0.663778 0.386025 0.337462 0.324942 0.301903 0.29405 0.266103 0.26222 0.398252 0.234217
threshold=0 10.500000000000002 52809240000.000008 1 2 1.5000000000000002 22.500000000000004 1188.0000000000002 3 38.500000000000007 25.500000000000004 21074995000.000004 2016.5000000000002 9530980000.0000019 4 2002.5000000000002 1.0000000180025095e-35 101.00000000000001 5 42.500000000000007 40.500000000000007 5.5000000000000009 23.500000000000004 6 2.5000000000000004 7 21.500000000000004 8 17.500000000000004 9
decision_type=9 8 8 9 9 10 10 8 9 10 10 8 8 10 9 10 10 8 9 10 8 10 10 1 10 9 10 9 8 9
left_child=1 -1 13 -2 5 6 -5 -6 25 10 -4 -10 -13 -3 15 16 23 -16 22 20 21 24 -19 -7 -20 -9 -23 28 -14 -26
right_child=3 2 9 4 7 14 -8 8 11 -11 -12 12 27 -15 17 -17 -18 18 19 -21 -22 26 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00016658410183317845 -0.00038870207492325352 0.00014891665101776004 -2.784414051756945e-05 9.1490657389163563e-07 -0.00068809598654063348 0.00033032475201555563 6.4742308734539329e-05 -8.6287465235233414e-06 3.1995452615744886e-05 -0.00035031670132992923 4.9424956456556696e-05 0.0011540636733497706 0.00010678769142597262 0.00021578540120920753 0.00016292509050437257 -0.0019767533185692178 -0.00011095915656742984 -0.00020319774639515335 -0.0020697552683397653 -0.00028561453060642762 0.00059604357203809852 0.0003814638551450487 7.1537743714577759e-05 7.1816298994519171e-05 4.8328475184220642e-05 -9.0320546648960841e-05 -9.2578519493928798e-05 -9.7967600978686201e-05 -3.4107029681022076e-05 -0.00032024759049731496
leaf_weight=44 205 52 130 58 75 43 42 345 58 44 27 42 62 27 28 28 27 44 42 242 33 56 63 40 222 473 27 102 52 164
leaf_count=44 205 52 130 58 75 43 42 345 58 44 27 42 62 27 28 28 27 44 42 242 33 56 63 40 222 473 27 102 52 164
internal_value=-6.48733e-05 0.0025791 0.00170818 -0.000407122 -0.00018159 0.000516238 0.00316832 -0.000849181 -0.000648459 0.000178217 0.00108861 0.000782874 0.000185327 0.00555 0.000267924 0.00193289 0.00324324 -4.29279e-06 -0.000147652 -0.000481808 0.00011743 -0.000242188 0.00213559 0.00461905 -0.000727274 -0.00119662 0.00223809 -0.000479264 0.000831999 -0.000372094
internal_weight=2897 324 280 2573 2368 1159 100 1209 1134 201 157 316 258 79 1059 138 110 921 893 786 544 511 107 83 428 818 83 216 114 386
internal_count=2897 324 280 2573 2368 1159 100 1209 1134 201 157 316 258 79 1059 138 110 921 893 786 544 511 107 83 428 818 83 216 114 386
cat_boundaries=0 17 47 49 51 68 97 98 115 116 117
cat_threshold=268435459 0 34611200 2048 2 134225920 0 268443648 0 16 40992 0 128 0 0 0 128 268435456 0 4 0 0 1 0 2147483648 0 0 0 0 0 0 0 4096 0 0 0 0 0 524288 0 0 0 0 68 0 128 4096 17730 32 0 18480 0 16 603979776 4 0 0 0 0 2048 32 0 0 0 0 0 0 4096 0 4 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 128 0 4194304 0 0 16384 0 0 524288 2 0 0 0 0 0 0 131072 537001984 67584 0 0 0 0 0 0 0 16 386 202
is_linear=0
shrinkage=0.04


Tree=289
num_leaves=31
num_cat=9
split_feature=8 9 2 8 0 12 0 5 17 10 4 2 2 2 0 6 2 2 13 12 2 3 2 2 2 4 3 3 0 0
split_gain=1.45084 0.599686 0.644539 0.533498 0.527848 0.404733 0.396768 0.585681 0.391383 0.530396 0.415237 0.532612 0.445276 0.339042 0.255947 0.354013 0.41577 0.575696 0.355843 0.358717 0.316447 0.452588 0.310347 0.300195 0.257444 0.23994 0.231315 0.189698 0.18012 0.405487
threshold=0 1 94.500000000000014 2 28.500000000000004 3 39.07500000000001 4.5000000000000009 4 5 6789.5000000000009 416.00000000000006 12.500000000000002 10.500000000000002 42.960000000000008 6 15.500000000000002 70.500000000000014 7 8 41.500000000000007 2012.5000000000002 54.500000000000007 73.500000000000014 24.500000000000004 293.00000000000006 2001.5000000000002 2001.5000000000002 15.500000000000002 14.500000000000002
decision_type=9 9 10 9 10 9 10 8 9 9 8 10 10 10 8 9 10 10 9 9 10 8 10 10 10 10 8 10 10 10
left_child=1 13 6 4 -2 28 -3 -8 -7 10 12 14 25 -1 15 18 -17 20 19 23 21 -18 -20 -12 -23 -10 -21 -16 29 -5
right_child=3 2 -4 5 -6 8 7 -9 9 -11 11 -13 -14 -15 27 16 17 -19 22 26 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.907000765563539e-05 0.00019422278472242899 -0.00022614436271484688 9.3516406859349383e-05 -0.0017906067370901369 -0.00039389293806009181 -7.592216715714225e-05 3.630480912729225e-05 7.2566504877072979e-05 7.3351528254607398e-05 -0.00016295437405618534 -0.00024152569347353549 3.674947513647326e-05 -0.00076443036959009992 -0.0019438359133145376 -1.6170196862219654e-06 1.1770568536170146e-05 -0.00041188245462546279 -8.7315462873647357e-05 3.9732309727379783e-05 3.286243496059262e-05 0.00057220182915656897 0.0018332956699563697 0.00022766174363483604 2.0190553455337453e-05 8.7155347504533014e-06 -0.00018053119751284424 4.8376338223850529e-06 -0.0011935696084663082 -8.3234885727481549e-05 0.00024002893892468454
leaf_weight=62 30 48 39 25 209 237 32 128 25 154 247 45 87 55 88 212 29 43 102 44 26 69 28 51 30 41 467 33 227 43
leaf_count=62 30 48 39 25 209 237 32 128 25 154 247 45 87 55 88 212 29 43 102 44 26 69 28 51 30 41 467 33 227 43
internal_value=-0.000129862 0.00219733 0.00330232 -0.000464081 -0.002224 -0.000275805 0.00252631 0.00347826 -7.34664e-05 0.00012882 0.000340881 0.000543893 -0.00163636 -0.000218751 0.000410883 0.00056931 0.00153333 0.00288889 0.000130525 -0.000190245 0.00402581 0.00316279 0.00198581 -0.00126861 0.00444 0.00083582 0.000452106 -0.00134426 -0.00163399 0.000115941
internal_weight=2956 364 247 2592 239 2353 208 160 2058 1821 1667 1514 153 117 1469 1348 409 197 939 809 154 128 130 298 99 66 511 121 295 68
internal_count=2956 364 247 2592 239 2353 208 160 2058 1821 1667 1514 153 117 1469 1348 409 197 939 809 154 128 130 298 99 66 511 121 295 68
cat_boundaries=0 26 28 58 60 61 62 63 64 66
cat_threshold=0 2 0 134217728 1073741824 1 0 0 1 0 0 2048 0 1536 0 4096 0 0 4096 0 0 0 0 0 0 16384 128 8228 1342177280 8 0 0 2147483648 0 0 2147483648 0 0 0 33554432 0 0 0 0 0 0 0 8192 0 0 0 8 0 0 0 0 524416 8192 8224 2 50 288 156 6 66816 32
is_linear=0
shrinkage=0.04


Tree=290
num_leaves=31
num_cat=10
split_feature=8 7 2 2 2 2 9 4 8 4 2 12 11 4 9 3 11 3 4 13 4 2 2 2 2 2 9 2 2 2
split_gain=2.10047 0.676765 1.51146 0.493763 0.496913 0.485682 0.559501 0.393593 0.391279 0.384039 0.422222 0.295588 0.448012 0.435233 0.432043 0.550173 0.551979 0.476935 0.348404 0.320519 0.331266 0.280355 0.260551 0.168456 0.209885 0.166792 0.160109 0.268826 0.462657 0.22879
threshold=0 1 23.500000000000004 416.00000000000006 698.00000000000011 99.000000000000014 2 1950.0000000000002 3 52809240000.000008 211.00000000000003 4 5 575.00000000000011 6 2001.5000000000002 7 2021.5000000000002 4.0000000000000009 8 4.0000000000000009 101.50000000000001 63.500000000000007 1219.0000000000002 69.500000000000014 11.500000000000002 9 40.500000000000007 15.500000000000002 67.500000000000014
decision_type=9 9 8 10 10 8 9 10 9 8 10 9 9 10 9 8 9 8 10 9 10 10 10 8 10 10 9 8 10 10
left_child=5 2 25 8 -5 6 22 -8 -3 -7 -11 12 13 18 -13 -16 -17 -18 21 -19 -21 26 -1 24 -4 -2 27 28 -10 -29
right_child=1 3 23 4 -6 9 7 -9 11 10 -12 14 -14 -15 15 16 17 19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.6061237155728784e-05 4.9552922789768158e-05 -0.00065723532295291012 -3.8531088447806975e-05 3.7584815227158523e-05 -7.4788063336661722e-06 0.00016491299938941849 7.0112677142980192e-05 -2.4971250639736582e-06 -4.103588615559325e-05 3.8575204890903318e-05 -0.00011532805908460301 -0.00047250055873930292 -7.3237334939903128e-05 0.00045940550485858492 0.00056504878717467111 -0.00030609392410480744 0.000220759074737934 -0.0004003755227439143 -0.00044195828700435572 5.4193450312815414e-06 0.00014261107527478283 0.0011313260883691967 9.0679426622230778e-05 -6.3106324401130634e-05 4.6064358205740729e-05 4.1468170792382241e-05 -2.1123245611607506e-05 -0.0010122290831405983 0.00018878441024368706 3.9891553132161671e-05
leaf_weight=157 30 152 43 25 49 28 133 48 134 72 27 226 244 30 48 621 36 131 45 110 25 28 33 64 34 32 118 45 114 39
leaf_count=157 30 152 43 25 49 28 133 48 134 72 27 226 244 30 48 621 36 131 45 110 25 28 33 64 34 32 118 45 114 39
internal_value=-4.24376e-05 -0.000530814 0.00162617 -0.000735097 0.00245333 0.00229469 0.00160215 0.00310417 -0.000849558 0.00446875 0.00324 -0.000686285 -8.41594e-05 0.000546098 -0.00108278 -0.000696539 -0.000922079 0.000485622 0.000282442 -8.98886e-05 0.00123288 0.000601252 -9.01483e-10 -0.00059155 0.000666666 0.00685714 0.000354766 0.000793002 0.00147791 -0.00112941
internal_weight=2921 2423 203 2220 74 498 371 181 2146 127 99 1994 797 553 1197 971 923 302 523 266 135 478 190 141 77 62 450 332 248 84
internal_count=2921 2423 203 2220 74 498 371 181 2146 127 99 1994 797 553 1197 971 923 302 523 266 135 478 190 141 77 62 450 332 248 84
cat_boundaries=0 30 48 50 77 79 81 83 85 86 88
cat_threshold=0 2050 4 134217728 2147483648 1 0 2147483648 1 32768 0 2052 64 512 0 0 0 0 0 2048 0 0 0 8 0 16384 0 0 0 12288 131074 0 0 2048 0 64 0 8192 0 0 0 0 128 0 0 32 4112 128 0 10244 1342177280 0 0 0 0 0 0 0 0 0 0 0 0 1048576 268435456 0 0 0 33554432 0 256 0 0 0 0 0 4 1050658 32 36 1024 1073742080 16388 36 2147483648 10 0 18560
is_linear=0
shrinkage=0.04


Tree=291
num_leaves=31
num_cat=5
split_feature=8 4 5 8 12 0 4 2 12 4 2 1 2 6 4 2 2 2 4 5 2 2 0 2 2 2 0 2 0 2
split_gain=1.7137 0.562659 0.6085 0.444434 0.485542 0.521881 0.432588 0.450003 0.388863 0.612514 0.390332 0.413814 0.446652 0.372114 0.387446 0.353142 0.372183 0.579085 0.331184 0.393502 0.300581 0.299728 0.29939 0.28904 0.282987 0.276816 0.276039 0.378309 0.269825 0.266416
threshold=0 21074995000.000004 1.5000000000000002 1 2 31.500000000000004 5544455000.000001 72.500000000000014 3 101.00000000000001 9.5000000000000018 5.5000000000000009 4.5000000000000009 4 1868495000.0000002 442.50000000000006 41.500000000000007 53.500000000000007 293.00000000000006 1.5000000000000002 22.500000000000004 482.50000000000006 35.850000000000009 34.500000000000007 136.50000000000003 6.5000000000000009 42.250000000000007 11.500000000000002 39.07500000000001 4.5000000000000009
decision_type=9 10 8 9 9 10 10 8 9 8 8 8 10 9 8 8 10 10 10 8 8 8 10 8 8 10 10 10 10 10
left_child=1 2 -1 4 5 -2 7 26 21 -10 11 18 -13 20 -15 16 -16 -18 19 -11 -12 -5 -23 -22 -9 -21 28 -28 -4 -7
right_child=3 -3 6 8 -6 29 -8 24 9 10 13 12 -14 14 15 -17 17 -19 -20 25 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013249851202186396 2.7963125870602613e-05 -0.00080126811891038376 -0.00026684156997932126 -6.9924950083980446e-05 -0.00012285955692789175 1.5361578126558566e-05 9.5265081038103938e-05 0.00035467124994296154 7.8579886856519314e-05 0.00032711372742609524 -0.00039664992401827813 0.00010705488625555134 0.00013602343710481259 -0.00012241029403544987 3.9499794908244475e-05 -2.1375564136957808e-05 0.00056821377833990991 1.9420085827136885e-05 -0.0016157979353841096 1.8042476705299185e-05 9.3887925792281166e-05 8.1979998991731293e-05 -6.1030192990658621e-05 -0.00016544042156083384 3.7979069084971959e-05 -0.0008817096101146546 8.992350316390167e-05 -9.3229025003932814e-05 9.9219733402844206e-05 -0.00095831613982570111
leaf_weight=37 304 30 25 322 487 31 33 28 26 28 76 32 34 94 313 91 34 107 34 130 35 27 28 132 86 62 27 37 107 94
leaf_count=37 304 30 25 322 487 31 33 28 26 28 76 32 34 94 313 91 34 107 34 130 35 27 28 132 86 62 27 37 107 94
internal_value=0.000203273 0.00256532 0.00304462 -0.000191154 -0.00088889 9.99991e-05 0.00356977 0.00308682 0.000210395 0.000555286 0.000425602 0.00161994 0.00441791 -9.06098e-06 0.000498461 0.00091575 0.00137143 0.00307042 0.00087843 0.00144796 -0.00130709 -0.000896908 0.00178571 -0.000404763 0.00507826 0.000787564 0.00190863 -0.000246155 0.00294737 -0.00206349
internal_weight=2931 410 380 2521 916 429 343 310 1605 1228 1202 320 66 882 639 545 454 141 254 220 243 377 55 167 114 192 196 64 132 125
internal_count=2931 410 380 2521 916 429 343 310 1605 1228 1202 320 66 882 639 545 454 141 254 220 243 377 55 167 114 192 196 64 132 125
cat_boundaries=0 30 57 58 60 61
cat_threshold=16 2050 0 134217728 2147491840 0 0 2147483648 0 32768 0 2048 0 512 0 0 0 0 4096 2048 0 0 0 0 0 1342193664 0 0 0 8192 1342177280 8 4 0 65536 1 0 0 0 0 0 131072 0 1048576 0 4096 0 0 0 0 128 0 20971520 0 0 32768 68 18039842 17836064 2 136
is_linear=0
shrinkage=0.04


Tree=292
num_leaves=31
num_cat=10
split_feature=8 9 8 2 9 12 4 8 4 4 8 0 0 2 2 4 2 2 0 0 14 0 11 2 5 2 12 1 2 2
split_gain=1.27436 1.23483 0.676621 0.632803 0.524379 0.596249 0.756078 0.504877 0.484538 0.905222 0.489294 0.468356 0.405888 0.409053 0.379253 0.370825 0.818243 0.351413 0.369438 0.464604 0.335766 0.410741 0.340735 0.308887 0.289605 0.388345 0.269287 0.290302 0.248998 0.248883
threshold=0 1 2 2.5000000000000004 3 4 101.00000000000001 5 1050.0000000000002 2867949500.0000005 6 26.500000000000004 29.500000000000004 6.5000000000000009 17.500000000000004 561120000.00000012 18.500000000000004 332.00000000000006 38.57500000000001 9.5000000000000018 7 36.400000000000006 8 535.00000000000011 2.5000000000000004 7.5000000000000009 9 3.5000000000000004 14.500000000000002 63.500000000000007
decision_type=9 9 9 10 9 9 8 9 8 8 9 10 10 10 10 10 10 8 10 10 9 10 9 8 8 10 9 10 10 10
left_child=1 23 24 -3 26 6 -6 12 -8 -10 11 -11 13 -7 -15 16 -5 18 19 -12 22 -22 -9 -1 25 -2 27 -4 -14 -16
right_child=2 3 4 15 5 7 8 20 9 10 17 -13 28 14 29 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.8016213266233656e-06 0.0001104583191807739 -4.2529748727641036e-05 0.00030847368618060715 0.00021252164233145562 0.00063574669955031033 -0.0027410657147695851 -0.00019337401923646134 -2.0141348882048203e-05 4.6510568297281413e-05 0.00064880409711672406 8.3051152298394167e-05 3.2139138829811314e-06 6.036380454876585e-05 0.0011175157980737108 -0.00010243281079045291 3.4203628143797215e-05 0.00011541328706621671 -0.00039659618388127423 5.509964577943368e-05 -0.00024240237448598358 4.4464636981992014e-05 -0.0021036577412181733 -0.00016745951030344128 4.3805511680399255e-05 -0.00041517076964034584 -0.00055457017086357936 -0.00026535531049360511 -9.6307798149615425e-06 0.00047051008994399685 0.00019784327430805602
leaf_weight=188 32 27 39 37 27 32 46 204 25 60 49 51 29 37 125 35 26 92 383 249 71 56 198 55 203 74 272 191 25 41
leaf_count=188 32 27 39 37 27 32 46 204 25 60 49 51 29 37 125 35 26 92 383 249 71 56 198 55 203 74 272 191 25 41
internal_value=0.000175838 0.00234301 -0.000138826 0.00544118 0.000100302 0.000419657 0.00107956 -0.000376358 0.000899581 0.0011033 0.000885875 0.0032459 0.000946666 0.000254236 0.000921568 0.00735353 0.0091875 0.000494897 0.000815248 -0.000240804 -0.0011037 0.000666666 -0.00166586 0.000582676 -0.0018625 -0.0002243 -0.00102924 -9.10146e-10 0.00407273 9.58074e-05
internal_weight=2979 368 2611 125 2302 1800 982 818 955 909 884 111 289 235 203 98 63 773 681 298 529 127 402 243 309 106 502 230 54 166
internal_count=2979 368 2611 125 2302 1800 982 818 955 909 884 111 289 235 203 98 63 773 681 298 529 127 402 243 309 106 502 230 54 166
cat_boundaries=0 30 32 61 63 65 88 111 112 114 116
cat_threshold=16 2050 4 134217728 0 1 0 0 1 32768 0 2048 0 512 0 0 0 0 4096 2048 0 0 0 0 0 16384 0 0 0 8192 0 14368 268435456 0 0 0 0 0 262144 2147483648 0 0 0 4 0 1048576 0 0 0 0 33554432 0 0 0 0 8 0 32768 64 0 128 256 12308 50498 32 0 0 0 0 0 0 0 0 0 0 0 131072 8192 0 0 4096 0 0 0 0 0 0 16777216 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 4194304 8208 4 2147483648 16893984 34
is_linear=0
shrinkage=0.04


Tree=293
num_leaves=31
num_cat=9
split_feature=8 7 2 1 7 12 4 3 2 13 12 2 2 4 2 1 12 8 2 0 1 2 6 3 3 0 0 2 2 2
split_gain=1.60392 0.838194 0.692982 0.9687 0.447656 0.449363 0.422236 0.390436 0.369446 0.294642 0.384481 0.428808 0.539135 0.505639 0.39349 0.305476 0.294592 0.319454 0.602519 0.847124 0.354953 0.368974 0.281169 0.278696 0.366343 0.257605 0.336376 0.256779 0.252395 0.328887
threshold=0 1 9.5000000000000018 5.5000000000000009 2 3 2331015000.0000005 2002.5000000000002 131.00000000000003 4 5 321.00000000000006 67.500000000000014 45.000000000000007 22.500000000000004 4.5000000000000009 6 7 23.500000000000004 33.175000000000004 5.5000000000000009 15.500000000000002 8 2017.5000000000002 1999.5000000000002 9.5000000000000018 32.500000000000007 176.00000000000003 44.500000000000007 14.500000000000002
decision_type=9 9 8 10 9 9 8 10 10 9 9 10 8 10 10 10 9 9 10 10 10 10 9 10 10 10 10 8 10 8
left_child=2 -2 -1 7 6 -6 -3 8 -4 16 11 12 13 14 -11 -14 22 18 20 -20 21 -18 -7 24 -24 -12 -27 -28 29 -8
right_child=1 4 3 -5 5 9 28 -9 -10 10 25 -13 15 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-1.6154211764955294e-05 -0.00040539828344165584 0.00075204860587148748 6.0857690216899846e-05 8.3735475041100556e-05 -9.2874693324096911e-05 -2.1637467825355708e-05 4.370443073210834e-05 -3.6149713590372179e-05 5.4869130592858866e-05 0.0004609933222569783 -0.0029080006926950901 0.0018781589605804633 8.6850112352055567e-05 -0.0011747369691421465 0.0019043212856473782 -0.00085912786470740746 -0.00039689689904200798 -6.3513961534731285e-05 -0.00079335214994882982 0.00010824605984832707 0.00059318783305674339 0.0010148086298049992 3.220579777103413e-05 7.7378193271711884e-05 -0.0001619122340583315 0.00011859679862210012 -0.0017964917514158064 6.934502789796134e-06 6.3526771811212355e-05 -0.0013612580563907367
leaf_weight=127 243 25 258 31 118 198 34 33 32 51 28 25 57 30 41 33 59 531 135 25 31 26 449 27 54 44 62 75 28 45
leaf_count=127 243 25 258 31 118 198 34 33 32 51 28 25 57 30 41 33 59 531 135 25 31 26 449 27 54 44 62 75 28 45
internal_value=0.000182678 -0.000231792 0.00226829 0.00322253 1.60561e-05 -0.000130807 0.00218182 0.00255555 0.00302405 1.80713e-05 0.000910284 0.00198387 0.00146479 0.00318699 0.00464516 -0.000879122 -0.000245797 -0.000767727 0.000334494 -0.00124224 0.00252991 0.00116279 0.000335588 0.000813308 0.00061111 -0.000345455 0.000197801 -0.00078261 0.00122222 4.99991e-05
internal_weight=2955 2474 481 354 2231 2099 132 323 290 1981 446 237 212 122 92 90 1535 807 276 160 116 85 728 530 503 209 181 137 107 79
internal_count=2955 2474 481 354 2231 2099 132 323 290 1981 446 237 212 122 92 90 1535 807 276 160 116 85 728 530 503 209 181 137 107 79
cat_boundaries=0 30 48 66 68 69 71 72 95 96
cat_threshold=16 2050 4 134217728 0 0 0 2147483648 0 0 0 2052 2112 512 0 0 0 0 0 2048 0 524288 0 0 0 16384 0 0 0 12288 0 17 8192 4 0 0 0 805306368 0 134217728 0 2097152 0 0 0 0 4096 256 268566530 0 67108864 0 0 0 0 8192 0 268435456 0 0 0 0 0 0 0 128 2048 2 6 114946 32 68296770 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 20971520 148
is_linear=0
shrinkage=0.04


Tree=294
num_leaves=31
num_cat=11
split_feature=8 8 2 2 9 12 2 2 1 2 0 13 12 5 12 1 2 2 2 12 9 12 0 5 2 3 12 2 3 5
split_gain=1.43802 0.827868 0.673014 0.753451 0.485461 0.744208 0.689694 0.678906 0.568114 0.493583 0.679708 0.458588 0.430355 0.491907 0.379896 0.463181 0.435625 0.368297 0.888401 0.361519 0.359576 0.37823 0.361454 0.346354 0.32716 0.326327 0.293079 0.291237 0.260312 0.255356
threshold=0 1 22.500000000000004 36.500000000000007 2 3 63.500000000000007 80.500000000000014 5.5000000000000009 9.5000000000000018 42.710000000000008 4 5 1.5000000000000002 6 2.5000000000000004 7.5000000000000009 19.500000000000004 49.500000000000007 7 8 9 40.250000000000007 1.5000000000000002 4.5000000000000009 2011.5000000000002 10 18.500000000000004 1996.5000000000002 3.5000000000000004
decision_type=9 9 8 8 9 9 10 10 8 10 10 9 9 10 9 10 10 8 10 9 9 9 10 10 10 10 9 10 10 8
left_child=2 -2 25 -4 5 6 -3 -8 -9 10 19 12 23 17 16 -16 -13 -14 -19 -7 -11 22 -22 -6 -21 27 -5 -1 -28 -18
right_child=1 4 3 26 11 9 7 8 -10 20 -12 14 13 -15 15 -17 29 18 -20 24 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=4.132380493435296e-05 -0.00090959315679675688 -0.00016382106364978157 0.00062054892236489741 5.935976429764553e-05 -2.9559271503527942e-05 -0.00013030382446483024 0.0014597270926855208 -0.00036869930062701905 3.9557563315485364e-05 -0.00011468231947172381 0.00013338633760114166 -0.0012049926588092871 9.593501206357141e-05 -0.0001341995312715027 8.9938053246079778e-05 -0.00027755744421569705 -0.00031337895406541446 0.00063098388763753411 -2.0335905360727758e-05 1.0998322817592513e-05 3.0152324605773696e-05 -1.6328428496944385e-05 -0.00062717560794279159 0.00079814055448944462 0.00021337162724322997 -0.0016706572338150505 3.4309675242541175e-05 -0.0015158073259611297 -0.00013816155103172294 0.00058023488733340402
leaf_weight=181 137 507 51 125 106 119 31 75 29 111 48 31 79 37 28 138 44 38 25 102 238 289 33 37 56 25 118 31 28 50
leaf_count=181 137 507 51 125 106 119 31 75 29 111 48 31 79 37 28 138 44 38 25 102 238 289 33 37 56 25 118 31 28 50
internal_value=0.000166892 -0.000263444 0.00197193 0.00319505 -7.25032e-05 -0.000431778 -0.00148239 0.00102941 -0.000533334 0.00025422 0.00153374 0.000878204 0.0018979 0.00317895 -0.000278147 -0.00149153 0.00132353 0.00441958 0.0066875 0.000762589 -0.000363096 7.00516e-05 0.00112057 0.000181817 0.00194083 0.000386554 0.00233823 0.000901408 0.000866241 0.00277895
internal_weight=2947 2388 559 322 2251 1638 642 135 104 996 325 613 322 179 291 166 125 142 63 277 671 560 271 143 158 237 271 212 146 94
internal_count=2947 2388 559 322 2251 1638 642 135 104 996 325 613 322 179 291 166 125 142 63 277 671 560 271 143 158 237 271 212 146 94
cat_boundaries=0 30 57 59 60 61 62 63 65 67 68 69
cat_threshold=0 2054 0 0 0 0 0 2147483648 0 32768 0 2048 2112 1050112 0 0 0 0 0 10240 256 0 0 8 0 16384 64 0 0 12288 268435456 0 0 0 0 0 0 0 1 0 0 33685504 8192 0 0 0 0 0 0 0 0 0 0 0 0 32768 4 1073742080 26768 83986720 2 131170 32834 1179712 32 0 24576 1179714 16810050
is_linear=0
shrinkage=0.04


Tree=295
num_leaves=31
num_cat=16
split_feature=7 8 8 12 12 4 1 7 12 4 1 13 4 4 11 0 0 12 15 13 5 6 6 0 13 1 0 11 1 0
split_gain=1.87167 1.5104 0.46124 0.529678 0.452502 0.441371 0.493839 0.389554 0.694763 0.356982 0.357038 0.337567 0.773014 0.360306 0.255842 0.262714 0.322186 0.307732 0.446937 0.380274 0.441789 0.364886 0.35196 0.23589 0.217813 0.192051 0.167199 0.141578 0.146992 0.124919
threshold=0 1 2 3 4 86.000000000000014 4.5000000000000009 5 6 21354125000.000004 5.5000000000000009 7 16829230000.000002 55.000000000000007 8 54.500000000000007 47.750000000000007 9 10 11 1.5000000000000002 12 13 40.250000000000007 14 5.5000000000000009 39.07500000000001 15 3.5000000000000004 16.750000000000004
decision_type=9 9 9 9 9 10 10 9 9 8 8 9 8 10 9 8 10 9 9 9 8 9 9 8 9 10 10 9 8 10
left_child=4 11 -3 24 5 6 -1 8 26 -6 -11 12 -2 -13 -9 16 17 18 21 25 -21 -16 -22 -8 27 -19 29 28 -4 -5
right_child=1 2 3 7 9 -7 23 14 -10 10 -12 13 -14 -15 15 -17 -18 19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0972694151782727e-05 0.0001136137974076484 -0.00055803241548716862 1.391020258432371e-06 0.00040291436123775004 -0.00019139624100869757 0.00010677870076283882 6.2227495886925407e-05 -0.00020768890181187445 -4.204232050311318e-05 4.7220377917941053e-05 -0.00026266932785553866 2.3067596368850229e-05 6.2650136987628711e-05 -0.0003093852706563101 3.497831269427358e-05 -0.00095693390624899759 9.0787102509577903e-05 -5.5927869822800065e-05 -0.00015553988508530878 0.0015834320736381054 -5.047286944801499e-06 -1.9917396750084699e-05 0.0001198866330470527 -0.00053668481777586347 -1.5311411893460118e-05 0.00010895610965851982 0.00047834164601478753 -0.00012889936642514907 -5.6344499334140301e-05 -4.7629244025956141e-05
leaf_weight=30 26 132 28 34 42 57 139 106 146 123 42 108 74 38 144 26 49 155 216 32 116 173 230 28 236 25 59 177 143 34
leaf_count=30 26 132 28 34 42 57 139 106 146 123 42 108 74 38 144 26 49 155 216 32 116 173 230 28 236 25 59 177 143 34
internal_value=0.000393397 -4.28921e-05 -0.00037148 -0.000222431 0.00270339 0.00386415 0.00309091 0.000167094 0.00150704 0.00115596 0.00204819 0.00286381 0.00468468 0.0013758 -0.000130944 4.75776e-05 0.000140227 -3.66396e-06 -0.000683824 0.000646748 0.00135733 0.000280487 0.000968299 0.00221428 -0.00123698 -0.000837697 0.00356522 -0.00187187 -0.0009011 0.00243478
internal_weight=2968 2507 2261 2129 461 254 197 1545 273 207 165 246 100 146 1272 1166 1140 1091 533 558 378 317 346 167 584 180 127 348 171 68
internal_count=2968 2507 2261 2129 461 254 197 1545 273 207 165 246 100 146 1272 1166 1140 1091 533 558 378 317 346 167 584 180 127 348 171 68
cat_boundaries=0 17 46 65 67 69 78 79 80 82 83 84 85 86 87 88 91
cat_threshold=147457 144 100671488 2099200 32 2 0 8192 0 8208 40960 256 128 0 0 0 1073741968 0 1048576 0 134217728 2147483648 1 0 0 0 32768 0 2048 0 512 0 0 0 0 0 10240 0 0 0 0 0 1342226432 0 0 524288 268435456 0 4 0 0 0 0 0 1 0 0 0 0 1048576 0 4096 0 0 33554432 16910592 34 17907714 34 0 1 0 4 0 0 131072 0 2048 67125346 12 16384 2148533248 16482 69206016 4 464 400 10 32 2147484672 524288
is_linear=0
shrinkage=0.04


Tree=296
num_leaves=31
num_cat=10
split_feature=8 12 3 8 4 17 8 4 0 4 9 4 2 6 2 12 9 0 2 17 0 4 2 2 0 2 2 4 0 3
split_gain=1.21568 0.734015 0.527218 0.510903 0.71129 0.515353 0.39357 0.357723 0.400994 0.340011 0.353022 0.400811 0.323608 0.315141 0.375994 0.335249 0.334508 0.493316 0.331856 0.309691 0.483778 0.350107 0.423419 0.264452 0.4263 0.250367 0.249186 0.244319 0.23694 0.296587
threshold=0 1 2011.5000000000002 2 141.00000000000003 3 4 1511170000.0000002 24.500000000000004 2114435000.0000002 5 2560040000.0000005 28.500000000000004 6 22.500000000000004 7 8 35.850000000000009 22.500000000000004 9 39.07500000000001 7049.5000000000009 698.00000000000011 45.500000000000007 42.710000000000008 16.500000000000004 19.500000000000004 52809240000.000008 27.750000000000004 2005.5000000000002
decision_type=9 9 10 9 8 9 9 8 10 8 9 10 8 9 8 9 9 10 10 9 10 8 10 8 10 10 10 8 10 8
left_child=2 6 9 7 -5 -6 -2 -3 -9 -1 11 25 -10 14 15 -7 17 -16 -18 20 -8 -21 -23 -19 -25 -11 -22 -12 -15 -30
right_child=1 3 -4 4 5 13 19 8 12 10 27 -13 -14 28 16 -17 18 23 -20 21 26 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0002611886213356743 -0.00037998660690382208 -0.000238966095814018 -0.00013788428153820734 5.6403363132323705e-05 -0.00015326544413594713 3.9919128669529016e-06 -0.00013850069784822387 3.5717872904437443e-05 0.00011711134120954656 0.00035668277073378526 9.5973378928385886e-05 -6.8129485534966993e-05 0.00249827360575417 0.0013631253221683215 -4.4912306664907748e-05 -0.00037908676529529978 3.757225868849614e-05 0.00019186353778439705 -0.00011322665279851878 -0.00020820832398919364 3.4604533037423807e-05 -1.4756662335230375e-05 0.00032425620517110442 2.0073811861055943e-06 7.8160839882048482e-05 0.00018624633683049486 0.00080444889582026045 -1.6188341735073932e-05 0.00026898689882748252 4.8749834220864924e-06
leaf_weight=27 324 46 27 26 145 139 40 219 62 34 37 27 25 26 76 162 31 30 79 51 146 589 29 77 26 49 30 69 32 212
leaf_count=27 324 46 27 26 145 139 40 219 62 34 37 27 25 26 76 162 31 30 79 51 146 589 29 77 26 49 30 69 32 212
internal_value=0.000204631 -6.38065e-05 0.00270463 0.00055337 0.000108208 -5.7916e-05 -0.000783608 0.00185124 0.00239739 0.00339344 0.00283871 0.00429752 0.00468182 0.000310765 -0.000190175 -0.0012053 0.000762499 0.00165454 -0.000991736 -0.000334822 0.000951541 -0.000758824 -0.00050404 0.00319403 0.00219231 0.00604762 0.0018983 0.000820512 0.00142349 0.00107755
internal_weight=2892 2622 270 1413 1061 1035 1209 352 306 243 216 110 87 890 620 301 319 209 110 885 216 669 618 133 103 83 176 106 270 244
internal_count=2892 2622 270 1413 1061 1035 1209 352 306 243 216 110 87 890 620 301 319 209 110 885 216 669 618 133 103 83 176 106 270 244
cat_boundaries=0 30 32 61 62 85 87 88 90 92 93
cat_threshold=0 0 0 134217728 0 1 0 0 0 32768 0 2048 0 512 0 0 0 0 0 0 0 0 0 0 0 1073790976 64 0 0 4096 83992896 2 16 2048 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4096 0 0 0 16777216 0 0 0 0 0 524288 7 0 8 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 20971520 0 2180 142 1049632 32 0 10368 41
is_linear=0
shrinkage=0.04


Tree=297
num_leaves=31
num_cat=10
split_feature=7 7 8 4 8 2 2 12 8 2 7 2 12 13 2 13 2 2 2 4 2 3 2 2 2 2 4 2 2 3
split_gain=1.66436 1.19434 0.89681 0.851267 0.525638 0.464723 0.682695 0.436325 0.639093 1.05018 0.567235 0.452055 0.641052 0.550272 0.647555 0.397855 0.465878 0.942419 0.386946 0.336684 0.304004 0.299724 0.281247 1.02198 0.277556 0.263057 0.256626 0.24914 0.236262 0.226257
threshold=0 1 2 28487750000.000004 3 21.500000000000004 5.5000000000000009 4 5 84.500000000000014 6 15.500000000000002 7 8 4.5000000000000009 9 26.500000000000004 52.500000000000007 36.500000000000007 2560040000.0000005 442.50000000000006 2020.5000000000002 42.500000000000007 30.500000000000004 29.500000000000004 24.500000000000004 13004860000.000002 9.5000000000000018 11.500000000000002 1994.5000000000002
decision_type=9 9 9 8 9 8 10 9 9 10 9 10 9 9 10 9 8 10 8 8 10 8 10 10 10 10 10 10 10 10
left_child=3 -2 5 -1 -4 6 -3 8 9 -6 22 13 24 -12 -15 16 -10 -18 -5 -7 -14 25 23 -9 -13 -17 -21 -16 -8 -26
right_child=1 2 4 18 7 19 28 10 15 -11 11 12 20 14 27 21 17 -19 -20 26 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00055049820928424256 -0.0002892821275259603 -1.9260322582555999e-05 -0.00011669784819422954 5.6826546075986988e-05 1.0028438843291829e-05 8.991819902599969e-05 0.00018226934189587011 -0.0005462530377660054 -4.3783663924365921e-05 6.5844572186881536e-05 3.0394072975679831e-05 -0.00084888156305529955 -6.8508398016054592e-05 4.6157744866692955e-05 0.0020817865399293139 3.2446593539942239e-05 0.00013161425278328907 -1.8374286586083055e-05 -0.0003693840289685739 -1.6008539357304341e-06 2.8236505642536954e-05 -6.9417966025816106e-05 -0.00011127045304696992 0.0019770049428753799 0.00053914688373232875 -6.3982486585042575e-05 6.0222986907416304e-05 0.00014274585301267179 0.00019661574210174616 0.00011082603034928827
leaf_weight=32 219 40 339 42 216 25 37 86 147 28 215 42 238 88 35 60 44 46 33 164 28 391 65 25 79 43 30 37 39 25
leaf_count=32 219 40 339 42 216 25 37 86 147 28 215 42 238 88 35 60 44 46 33 164 28 391 65 25 79 43 30 37 39 25
internal_value=0.000193262 -1.40841e-06 0.000240945 0.00484746 -4.72037e-05 0.00213873 0.00423932 0.000209337 -0.000385396 0.00134902 0.000809034 0.00126817 0.000368038 0.00228723 0.00397661 -0.000975742 0.000370967 0.00263736 0.00289474 0.00110909 -0.000808665 -0.00161584 -0.00119786 -3.57152e-05 0.0023949 0.00026923 0.000533332 0.0070137 0.00644156 0.00365714
internal_weight=2938 2831 2612 107 2277 335 116 1938 975 244 963 787 412 375 160 731 237 90 75 219 266 494 176 111 146 103 194 72 76 104
internal_count=2938 2831 2612 107 2277 335 116 1938 975 244 963 787 412 375 160 731 237 90 75 219 266 494 176 111 146 103 194 72 76 104
cat_boundaries=0 11 29 55 84 86 109 118 119 120 121
cat_threshold=147456 0 33554432 128 0 0 0 8192 0 16 40960 0 0 0 4 0 8256 33554432 268435456 33554432 1024 0 64 8388608 0 0 0 128 384 16 1048578 0 134217728 2147483648 1 0 0 0 32768 0 2048 0 512 0 4096 0 0 0 2048 0 0 0 0 0 49152 1342177280 4 4 0 65536 0 262144 0 1 0 0 33554432 0 0 0 0 0 0 0 0 256 0 4194304 8 0 0 0 0 128 84051970 32 0 8 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 0 0 131072 2048 1049888 10 4
is_linear=0
shrinkage=0.04


Tree=298
num_leaves=31
num_cat=6
split_feature=7 17 12 11 2 3 12 2 2 0 3 3 2 2 3 11 2 2 2 0 0 0 1 0 4 0 2 5 0 2
split_gain=1.5832 0.65564 0.589526 0.394605 0.544998 0.604035 0.453573 0.374338 0.494997 0.628208 0.31373 0.480397 0.491784 1.02216 0.333333 0.317596 0.4657 0.52353 0.300978 0.271581 0.520454 0.313146 0.260389 0.296191 0.278126 0.302556 0.251385 0.428181 0.245803 0.242745
threshold=0 1 2 3 1.5000000000000002 1999.5000000000002 4 30.500000000000004 60.500000000000007 39.07500000000001 2006.5000000000002 2013.5000000000002 203.50000000000003 105.50000000000001 2002.5000000000002 5 22.500000000000004 46.500000000000007 3.5000000000000004 40.675000000000004 38.57500000000001 35.600000000000009 5.5000000000000009 33.175000000000004 520.00000000000011 46.250000000000007 40.500000000000007 1.0000000180025095e-35 42.250000000000007 4.5000000000000009
decision_type=9 9 9 9 10 8 9 8 8 10 8 8 10 10 10 9 8 10 10 10 8 10 10 10 8 10 8 10 10 10
left_child=1 26 10 4 28 -6 22 29 -9 -10 14 -12 13 15 -2 16 -13 -18 19 20 21 -17 23 -7 -25 -26 27 -1 -4 -3
right_child=2 7 3 -5 5 6 -8 8 9 -11 11 12 -14 -15 -16 18 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=7.4757725405501078e-05 -1.4853469530984204e-05 -0.00036458410871113476 0.00043630221339247352 -4.5452681044963701e-05 0.00010119033953621196 -0.0016748912493306264 -0.00017435543866444535 -0.0023784318047425004 4.3116194629711895e-05 -5.4878501918804877e-05 0.00013260792664296529 -0.0016617205197263767 -0.00016020307393580064 0.0018497015795350985 -6.7604645653196406e-05 1.797467455413088e-05 9.5190929765244235e-05 -0.00052453486538163983 9.7796356737396127e-06 0.00038597475596566732 -0.00014966275565704413 0.00010218274197749612 7.4084765720837598e-05 -0.00040766685679997005 3.2246145287145198e-05 -0.00077273742902135849 0.0014142146252809624 4.3914661263332089e-05 -2.0192352450097871e-05 6.6708276877381576e-05
leaf_weight=52 88 30 32 711 45 38 145 39 26 53 59 107 56 30 52 30 102 56 514 33 66 28 73 29 261 26 31 25 26 72
leaf_count=52 88 30 32 711 45 38 145 39 26 53 59 107 56 30 52 30 102 56 514 33 66 28 73 29 261 26 31 25 26 72
internal_value=4.7683e-05 0.00261947 -0.000285715 -0.000847531 -0.000145774 -0.000498383 -0.000851659 0.00121212 -0.000268909 0.00155 0.000353895 0.000587799 0.000383186 0.000595656 -0.00141844 0.00035859 -0.000797102 0.000553458 0.000815248 0.00235443 0.001472 0.00420339 -0.000155252 -0.000608452 -0.000201894 0.000180555 0.00510924 0.00425641 0.00352542 0.00302913
internal_weight=2935 328 2607 1386 675 617 572 220 118 79 1221 1081 1022 966 140 936 265 158 671 157 124 58 427 354 316 287 108 77 58 102
internal_count=2935 328 2607 1386 675 617 572 220 118 79 1221 1081 1022 966 140 936 265 158 671 157 124 58 427 354 316 287 108 77 58 102
cat_boundaries=0 17 18 19 22 24 27
cat_threshold=268566528 0 100671488 2099200 65538 66 0 268443648 0 16 32768 0 128 268435456 0 0 1073741824 10 1197154 49156 0 524288 16877568 32 16416 2147483648 524288
is_linear=0
shrinkage=0.04


Tree=299
num_leaves=31
num_cat=11
split_feature=8 7 2 12 7 4 1 8 2 2 4 9 2 2 1 9 16 12 3 2 3 2 2 2 3 3 3 7 15 2
split_gain=1.04388 1.21837 0.941527 0.673832 0.589704 0.733072 0.474707 0.452766 0.925694 0.495194 0.623939 0.360339 0.339101 0.336569 0.427609 0.552044 0.375615 0.357891 0.396303 0.293208 0.283866 0.296017 0.277149 0.263472 0.2623 0.271527 0.226513 0.204214 0.211176 0.220922
threshold=0 1 39.500000000000007 2 3 1732015000.0000002 5.5000000000000009 4 27.500000000000004 90.500000000000014 86.000000000000014 5 7.5000000000000009 74.500000000000014 3.5000000000000004 6 7 8 2020.5000000000002 398.00000000000006 2004.5000000000002 49.500000000000007 79.500000000000014 19.500000000000004 2009.5000000000002 1993.5000000000002 2003.5000000000002 9 10 25.500000000000004
decision_type=9 9 10 9 9 8 8 9 10 10 10 9 10 8 10 9 1 9 8 10 10 10 10 10 8 10 10 9 9 10
left_child=6 2 -2 4 5 -3 -1 8 12 10 13 -6 -5 14 -9 17 26 -16 -19 -4 21 -7 -10 -22 25 -13 -17 -26 -29 -30
right_child=1 3 19 7 11 20 -8 9 22 -11 -12 24 -14 -15 15 16 -18 18 -20 -21 23 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=4.1899690171495218e-05 0.00024384261477392686 -0.0016505031252898516 5.2798328788958528e-05 0.00037035441416558181 1.5945312530726102e-05 5.738221308519123e-05 5.7826098424472096e-05 7.7083542081565149e-05 0.00015132787676082991 -0.00021782972031795443 -0.001146110882587225 -0.00013071660098894626 -0.0042219395412695041 9.1359739797972683e-05 -0.00098360313579295587 -8.1216498449879482e-06 0.0033950235036392697 -0.001383917711592239 3.5707757670542119e-05 -6.6869033526372785e-05 3.4784278471903785e-05 -0.0013925973558424048 2.825739122253995e-05 0.00058554368473232856 -0.00045971781413312057 -0.0006062647545583878 0.00010194130806065856 1.60271289670746e-05 -2.9805408005729083e-05 -6.336292175189933e-05
leaf_weight=191 49 38 53 28 140 95 41 75 25 114 59 26 35 74 118 79 31 29 155 26 28 38 25 28 115 102 29 141 595 322
leaf_count=191 49 38 53 28 140 95 41 75 25 114 59 26 35 74 118 79 31 29 155 26 28 38 25 28 115 102 29 141 595 322
internal_value=9.08768e-05 -0.000137161 0.00351079 -0.00033503 -0.000805242 0.00105882 0.00260082 0.000559187 0.00280645 0.000191214 0.000621538 -0.00110468 -0.000187501 0.00101523 0.000649902 0.000171945 0.00216 -0.000792333 0.000328204 0.00105 0.00212631 0.00110448 0.00705882 0.00449123 -0.00131403 -0.00303876 0.00117431 -0.00113458 -0.000927971 -0.00115086
internal_weight=2904 2672 128 2544 1668 227 232 876 113 763 649 1441 63 590 516 441 139 302 184 79 189 133 50 56 1301 128 108 1173 1058 917
internal_count=2904 2672 128 2544 1668 227 232 876 113 763 649 1441 63 590 516 441 139 302 184 79 189 133 50 56 1301 128 108 1173 1058 917
cat_boundaries=0 26 43 45 56 77 79 81 82 83 93 94
cat_threshold=0 2 4 134217728 0 0 0 0 1 32768 0 2048 10240 1048576 0 0 0 0 0 8192 0 0 0 0 0 49152 131072 0 1107296256 0 0 134217792 0 8192 0 268435456 0 0 0 0 0 0 16 68255810 34 268435458 145 536879104 264192 0 0 0 0 2048 0 32 0 0 0 0 0 0 0 2147483648 0 0 0 131072 0 512 0 4096 0 0 0 0 128 1073741825 160 0 6144 2 9472 0 0 67371008 4 32 0 0 0 33554432 32 2281701376
is_linear=0
shrinkage=0.04


Tree=300
num_leaves=31
num_cat=11
split_feature=7 12 7 10 5 5 4 0 9 3 3 4 4 0 6 3 6 3 3 0 15 12 3 9 0 0 12 0 4 3
split_gain=1.20814 0.755965 0.532973 0.485096 0.419549 0.364672 0.83206 0.411187 0.345816 0.335959 0.318559 0.292865 0.287085 0.251787 0.240056 0.551005 0.219897 0.278984 0.356304 0.273492 0.344809 0.409866 0.51557 0.467274 0.337128 0.534868 0.324816 0.191895 0.184642 0.183812
threshold=0 1 2 3 2.5000000000000004 3.5000000000000004 3681544000.0000005 25.500000000000004 4 2013.5000000000002 1993.5000000000002 520.00000000000011 7650.0000000000009 37.750000000000007 5 1980.5000000000002 6 2019.5000000000002 2016.5000000000002 42.960000000000008 7 8 1999.5000000000002 9 21.500000000000004 12.250000000000002 10 14.500000000000002 2331015000.0000005 1958.5000000000002
decision_type=9 9 9 9 10 8 8 8 9 8 10 8 8 8 9 10 9 10 10 8 9 9 10 9 10 10 9 10 10 10
left_child=1 10 14 4 8 -3 -7 -8 28 -9 -1 -10 -13 -5 15 -2 -14 18 19 20 27 -22 23 24 25 -23 -26 -18 -4 -21
right_child=2 5 3 13 -6 6 7 9 11 -11 -12 12 16 -15 -16 -17 17 -19 -20 29 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=3.8796164224194376e-05 -2.0675750371882032e-05 -0.00029993505347590749 -1.8426963211911669e-05 -7.8341630041564291e-05 -0.00077913741461713875 0.000518385012825715 0.00090450108387034019 5.1952425894325808e-05 -0.00022453197699661521 -6.7490260332494121e-05 6.4555573195840098e-05 0.00043867400754435865 -6.4090168259183812e-05 9.0617175557118284e-05 -7.9566505588246633e-05 7.0556180315118759e-05 -0.0021274397530834958 0.00012711833343920161 -0.00018366409565582036 -0.00011926711670775988 3.2451895208924139e-07 -0.00058670515809837182 0.00022610266812717779 0.00011929690991639197 3.3523312918437673e-05 0.00031518913007768707 -0.00050240053397475435 -5.3926315773797396e-06 -0.0022986549339301904 -0.0033315654563153595
leaf_weight=68 76 43 222 32 57 34 25 48 103 95 33 47 128 91 268 25 26 47 44 109 446 31 60 144 131 134 126 192 34 29
leaf_count=68 76 43 222 32 57 34 25 48 103 95 33 47 128 91 268 25 26 47 44 109 446 31 60 144 131 134 126 192 34 29
internal_value=0.000328246 0.0025098 2.75536e-05 0.000262031 0.000113153 0.00117187 0.00193103 0.000757396 0.000208373 -8.33343e-05 0.00532143 0.000404866 0.000533332 0.00259701 -0.0013579 0.000321428 0.000444174 0.000577777 0.000483366 0.000593421 0.000774592 0.00106371 0.00172056 0.00136861 0.000628175 0.00204819 -0.000263567 -0.000663756 -0.00113858 -0.00109353
internal_weight=2948 346 2602 2233 2110 245 202 168 2053 143 101 1797 1694 123 369 101 1647 1519 1472 1428 1290 1072 626 566 422 165 257 218 256 138
internal_count=2948 346 2602 2233 2110 245 202 168 2053 143 101 1797 1694 123 369 101 1647 1519 1472 1428 1290 1072 626 566 422 165 257 218 256 138
cat_boundaries=0 18 20 38 39 41 42 43 44 46 48 49
cat_threshold=268566529 129 570433536 2097152 524320 2 0 8192 0 32 32768 64 0 0 0 0 0 128 67223552 2 0 16 1074790400 532480 0 134217728 0 0 33556480 16 0 128 16 0 0 32 4096 768 257 1073741824 8368 192 4 2156920832 68247552 32 0 18432 16777538
is_linear=0
shrinkage=0.04


Tree=301
num_leaves=31
num_cat=8
split_feature=7 2 15 12 2 3 3 12 10 2 4 4 1 9 2 3 9 12 2 2 2 4 4 2 2 2 2 2 2 1
split_gain=1.66822 0.694129 0.697226 0.598782 0.734834 0.479456 0.353937 0.349438 0.359337 0.52079 0.496406 0.396438 0.362636 0.346768 0.454543 0.450894 0.31477 0.506936 0.413901 0.29142 0.264855 0.220921 0.440081 0.208115 0.305701 0.189829 0.288684 0.394491 0.309753 0.388239
threshold=0 535.00000000000011 1 2 6.5000000000000009 2020.5000000000002 2010.5000000000002 3 4 11.500000000000002 45.000000000000007 87817200000.000015 5.5000000000000009 5 14.500000000000002 2016.5000000000002 6 7 10.500000000000002 29.500000000000004 63.500000000000007 575.00000000000011 2350.0000000000005 52.500000000000007 34.500000000000007 90.500000000000014 61.500000000000007 41.500000000000007 22.500000000000004 5.5000000000000009
decision_type=9 10 9 9 10 10 8 9 9 10 10 8 8 9 8 8 9 9 8 10 10 10 10 8 10 10 10 10 10 8
left_child=3 2 -2 23 -5 7 -3 13 10 12 16 -11 -10 14 -4 -15 17 18 -9 -20 -6 -12 -23 24 -1 26 27 28 29 -18
right_child=1 6 5 4 20 -7 -8 8 9 11 21 -13 -14 15 -16 -17 25 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.189801061264628e-05 7.8263994822584654e-05 0.00011546941219262095 0.00061806778174950815 0.00011195185087345298 2.5367687745363788e-05 5.5496342484827945e-05 3.1219885794463726e-05 0.0028219805380920392 4.0418769722998723e-05 0.00024029221115668854 -0.0013629864769535284 2.843797499696034e-05 -0.0020030169465016664 0.00015203411206561102 -0.00039787469106122918 -0.00057519341893415288 -2.1330285681739615e-05 -0.00020542675996151045 -0.00035476147667772294 5.7078580700609578e-05 2.0039649078845324e-05 0.00040832680051686865 -3.8571415332606015e-05 -1.6820847884136604e-05 0.00010750529761980187 -2.2274588790662771e-05 6.3044056077706513e-05 -0.00010216466030805074 8.5793457087058358e-05 5.3569945095365793e-05
leaf_weight=83 105 28 47 32 55 53 56 44 36 25 88 34 39 52 54 275 472 213 53 31 48 34 127 74 27 126 97 115 209 173
leaf_count=83 105 28 47 32 55 53 56 44 36 25 88 34 39 52 54 275 472 213 53 31 48 34 127 74 27 126 97 115 209 173
internal_value=0.000364762 2.15624e-05 -9.90821e-05 0.00304242 0.00506849 -0.000244187 0.00357647 -0.000330918 -9.54862e-05 0.00182069 -0.000249862 0.00473333 -0.000263159 -0.00134852 0.000678571 -0.00197633 1.8252e-05 -0.00103409 0.000920862 -0.000658824 0.00373077 -0.001904 -0.00101235 0.00135385 0.00252252 0.000325851 0.000502342 0.000292783 0.000589473 0.000154798
internal_weight=2905 2586 2502 319 135 2397 84 2344 1916 134 1782 59 75 428 101 327 1533 341 128 84 103 249 161 184 110 1192 1066 969 854 645
internal_count=2905 2586 2502 319 135 2397 84 2344 1916 134 1782 59 75 428 101 327 1533 341 128 84 103 249 161 184 110 1192 1066 969 854 645
cat_boundaries=0 17 18 19 21 22 24 26 27
cat_threshold=16387 0 100671488 2105344 0 66 0 8192 0 16 0 0 128 268435456 0 0 1073741968 134742016 1092610 67175424 2 272 0 24612 1 16516 16674
is_linear=0
shrinkage=0.04


Tree=302
num_leaves=31
num_cat=12
split_feature=8 7 1 11 4 4 12 3 4 7 1 11 0 9 3 9 4 8 4 18 12 4 4 0 15 0 0 3 3 3
split_gain=1.71026 1.23111 0.805473 0.567263 0.910307 0.609617 0.58353 0.889718 0.535611 0.500571 0.47462 0.406901 0.742287 0.616173 0.38225 0.367018 0.269102 0.268145 0.376181 0.359771 0.314059 0.387924 0.358485 0.324974 0.298889 0.404874 0.259842 0.231014 0.689046 0.22093
threshold=0 1 5.5000000000000009 2 9736.0000000000018 1074820000.0000002 3 2018.5000000000002 18214475000.000004 4 3.5000000000000004 5 10.500000000000002 6 2012.5000000000002 7 1868495000.0000002 8 9950.0000000000018 9 10 33.000000000000007 6789.5000000000009 35.600000000000009 11 42.250000000000007 16.750000000000004 2007.5000000000002 2016.5000000000002 2001.5000000000002
decision_type=9 9 10 9 8 8 9 8 10 9 10 9 10 9 8 9 10 9 10 9 9 10 8 10 9 10 10 10 10 10
left_child=2 3 8 4 -2 -5 -7 -8 14 -3 -9 -11 -13 -14 -1 -6 -16 -15 19 -19 21 -21 -22 -24 25 27 -12 29 -29 -25
right_child=1 9 -4 5 15 6 7 10 -10 11 26 12 13 17 16 -17 -18 18 -20 20 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=8.9119141654220687e-05 7.2281643170855924e-05 -0.0010918207090070188 6.3044794906333954e-05 -0.0020244552130514611 0.00012184631885235179 -0.00026540015249323175 -0.00093517814407478937 0.00036426741456579287 -0.00015859685433239446 -0.00011109257590571808 0.00012651131874200067 0.00016785926754363627 -0.00014647024153992578 0.0001042439329830534 5.3433443020300303e-05 2.647891689012298e-06 6.9145466030041681e-05 0.00019481795273934015 -0.00010110655663467583 -3.9765061408604157e-05 -0.00024766665019764275 8.0045630730099575e-05 -0.00043920530650837079 2.5935734347414923e-05 0.00011301113825215803 -0.0012446745274066245 2.0917948291212092e-05 0.00075956987833084813 -0.00015522284807745378 -0.00080866996199578265
leaf_weight=36 29 108 29 44 159 112 45 44 29 496 51 31 143 116 197 128 42 27 53 212 79 27 69 171 202 45 131 26 42 32
leaf_count=36 29 108 29 44 159 112 45 44 29 496 51 31 143 116 197 128 42 27 53 212 79 27 69 171 202 45 131 26 42 32
internal_value=0.000453314 0.000103303 0.00310465 0.0014695 0.00274006 0.000484017 0.00101042 0.00197163 0.00257049 -0.000442329 0.00306608 -0.000271606 0.000108864 -4.49809e-05 0.00311594 0.002125 0.00251667 0.000284172 6.024e-05 0.000248659 0.000110374 -0.001104 0.00055539 0.000904761 0.00124855 0.000415901 0.00214208 0.0010147 0.00301449 0.000333332
internal_weight=2955 2622 333 743 316 427 383 271 304 1879 226 1771 1275 1244 275 287 239 1101 985 932 905 239 666 587 518 316 182 271 68 203
internal_count=2955 2622 333 743 316 427 383 271 304 1879 226 1771 1275 1244 275 287 239 1101 985 932 905 239 666 587 518 316 182 271 68 203
cat_boundaries=0 26 43 46 47 65 68 70 72 95 96 98 99
cat_threshold=0 2 0 134217728 2147483648 1 0 0 1 32768 0 2048 2048 1536 0 0 0 0 0 2048 0 0 0 0 0 49152 268566528 145 101720064 2048 0 134217792 131072 536879104 2048 0 32768 0 128 0 0 32 1073741840 16388 2147483648 524288 229410 0 0 1073741824 524800 0 0 0 0 0 134217760 32 0 0 0 0 0 0 256 16416 65536 524288 0 16384 0 18432 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 8192 0 0 16777216 4 16804128 2 67108864
is_linear=0
shrinkage=0.04


Tree=303
num_leaves=31
num_cat=13
split_feature=8 3 7 8 12 2 2 5 12 7 4 4 3 2 3 3 7 12 6 1 2 6 5 2 2 1 6 3 11 12
split_gain=1.22021 1.19966 0.801793 0.725281 0.712877 0.666172 0.569922 0.544628 0.460271 0.424678 0.381724 0.464913 0.35388 0.314554 0.289949 0.480425 0.350978 0.472204 0.445012 0.408136 0.468877 0.478358 0.578291 0.310347 0.306531 0.280831 0.268062 0.274824 0.266199 0.382099
threshold=0 2012.5000000000002 1 2 3 28.500000000000004 57.500000000000007 3.5000000000000004 4 5 215.00000000000003 25040530000.000004 2018.5000000000002 12.500000000000002 2020.5000000000002 2016.5000000000002 6 7 8 1.5000000000000002 163.00000000000003 9 1.5000000000000002 41.500000000000007 14.500000000000002 3.5000000000000004 10 2004.5000000000002 11 12
decision_type=9 8 9 9 9 8 8 10 9 9 8 8 10 10 10 10 9 9 9 10 10 9 8 10 8 10 9 10 9 9
left_child=1 -1 4 -4 13 -3 -7 8 12 -10 -11 25 26 -2 15 16 24 18 23 -19 21 -21 -23 -18 -13 -12 -5 -28 -24 -30
right_child=2 5 3 7 -6 6 -8 -9 9 10 11 14 -14 -15 -16 -17 17 19 -20 20 -22 22 28 -25 -26 -27 27 -29 29 -31
leaf_value=7.0398346761106821e-05 8.1516235870111159e-05 -2.6241219920417178e-06 -0.00023452265514021644 -0.00044547330118979798 3.4943998692827809e-06 0.00039060851979514033 4.1192326458770215e-05 0.00050560765551360025 -0.00012984720657067511 0.00010470451121011706 -9.7062294369294484e-05 -5.1398999102828764e-06 0.00011111268085560286 3.5319322229420059e-05 4.2614088257786302e-05 -0.00014164599533260922 4.2546491814469491e-06 0.00011420644829136658 -0.00010449896330152352 -0.00018871122858544497 -0.0028772255844802118 -0.00076531349072033242 0.00011984371229863765 0.00023546934859754203 0.00048676396391062783 -3.9206731103270091e-05 2.7295707139713029e-05 -0.00018711605210290305 -0.00015272839299347129 8.2636559995581671e-05
leaf_weight=40 37 87 330 220 188 26 51 28 112 48 48 31 26 103 32 73 73 73 248 131 29 26 205 30 84 107 166 25 109 145
leaf_count=40 37 87 330 220 188 26 51 28 112 48 48 31 26 103 32 73 73 73 248 131 29 26 205 30 84 107 166 25 109 145
internal_value=0.00055798 0.00346046 0.000325784 6.80488e-05 0.00214749 0.00208485 0.00476923 0.000348076 0.000272281 0.000584519 0.000766466 0.000653286 -0.000866072 0.00423841 0.000902325 0.000804451 0.000999155 0.000744444 -0.00045304 0.00132785 0.00102167 0.0012577 0.00181452 0.00164912 0.00301587 -0.00141026 -0.00117476 -1.98029e-05 0.00218261 0.00114717
internal_weight=2931 204 2727 2399 328 164 77 2069 2041 1604 1492 1444 437 140 1289 1257 1184 1069 351 718 645 616 485 103 115 155 411 191 459 254
internal_count=2931 204 2727 2399 328 164 77 2069 2041 1604 1492 1444 437 140 1289 1257 1184 1069 351 718 645 616 485 103 115 155 411 191 459 254
cat_boundaries=0 27 44 71 73 75 88 100 101 102 103 104 106 107
cat_threshold=0 2048 0 134217728 0 1 0 0 0 32768 0 2048 8192 1024 268435456 0 0 0 0 2048 0 524288 0 0 0 16384 64 131074 16 8192 0 0 134217794 0 268435456 2048 0 32768 64 0 268435456 0 32 144 1342177280 4 4 0 0 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 0 0 0 0 4 114752 34 163904 2 1 1 0 0 34 0 0 0 33554432 0 32 0 16 0 128 67108864 4 0 0 0 0 0 8192 0 128 84224 386 18 284 4 1024 84934658
is_linear=0
shrinkage=0.04


Tree=304
num_leaves=31
num_cat=9
split_feature=7 8 3 8 12 7 0 3 3 0 2 3 11 5 2 2 12 2 0 12 4 9 2 2 3 2 0 2 2 2
split_gain=1.6621 1.58402 1.58272 0.790442 0.839786 0.695758 0.659038 0.57536 0.508908 0.486704 0.482359 0.407421 0.502627 0.399921 0.384069 0.367471 0.634602 0.564584 0.333184 0.596837 0.402123 0.388797 0.318259 1.01015 0.28543 0.258209 0.33947 0.223008 0.41244 0.218206
threshold=0 1 2013.5000000000002 2 3 4 39.07500000000001 2020.5000000000002 2003.5000000000002 39.07500000000001 36.500000000000007 1997.5000000000002 5 4.5000000000000009 24.500000000000004 11.500000000000002 6 44.500000000000007 42.960000000000008 7 7650.0000000000009 8 47.500000000000007 33.500000000000007 1980.5000000000002 151.50000000000003 50.425000000000004 15.500000000000002 47.500000000000007 8.5000000000000018
decision_type=9 9 8 9 9 9 10 10 10 10 10 10 9 8 10 8 9 10 8 9 8 9 10 10 10 8 10 8 10 10
left_child=3 2 -2 4 -1 9 -4 8 11 -3 13 12 -7 -8 -13 -6 -17 -18 19 20 -14 27 23 -22 -11 26 -20 -21 -29 -10
right_child=1 5 6 -5 15 7 10 -9 29 24 -12 14 18 -15 -16 16 17 -19 25 21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00043234898300550218 0.00028905947656260192 -0.00043405041805151165 -0.00026481988767780676 -0.00034072056197407657 0.00016620980285764496 -0.00050319040231708062 8.8614465552298361e-05 5.250807040991878e-05 -0.00026151869291164378 0.000296928253792755 -6.6840265708691408e-05 0.00095849204651583244 8.2374855134221932e-05 5.4815617677367217e-05 1.2065932379297632e-06 -1.0341216964752303e-05 2.3033538277047356e-05 0.0022057273896590162 8.3480009408149776e-05 9.2729936801825769e-05 -0.00047369390532912072 1.2969603961229023e-05 -0.00013383609911046265 0.00065810951838261346 0.00018564407795692331 0.0002452281810057043 -0.00038526897363301381 0.00047867883276371092 -0.0002926811778415421 -4.7120888491004825e-05
leaf_weight=116 42 42 49 433 47 107 30 40 50 51 33 29 51 74 28 126 74 36 101 40 224 615 93 26 37 40 29 38 25 199
leaf_count=116 42 42 49 433 47 107 30 40 50 51 33 29 51 74 28 126 74 36 101 40 224 615 93 26 37 40 29 38 25 199
internal_value=0.000211892 0.000811786 0.00388284 -0.00129063 9.75517e-06 0.000415777 0.0024385 0.00019473 8.25462e-05 0.00312057 0.00385507 0.000370421 0.000233093 0.00518095 0.00365517 0.00118367 0.000573839 0.00264463 0.000457849 0.000208445 -0.00102716 0.000888888 -0.00154651 -0.000796814 0.00503371 0.00210526 0.00122137 0.00305263 0.0048125 -0.001584
internal_weight=2925 2093 228 832 399 1865 186 1735 1695 130 137 1446 1389 104 57 283 236 110 1282 1112 394 718 343 250 88 170 130 103 63 249
internal_count=2925 2093 228 832 399 1865 186 1735 1695 130 137 1446 1389 104 57 283 236 110 1282 1112 394 718 343 250 88 170 130 103 63 249
cat_boundaries=0 18 47 70 72 88 90 91 93 95
cat_threshold=1 268435584 1677991936 2621952 32 134225920 131072 272629760 33554432 134226944 32 128 144 0 67108864 0 4096 384 1073741824 2048 4 0 0 1 0 2147483648 1 32768 0 0 2048 0 0 0 0 0 4096 2048 0 524288 0 0 0 49152 64 0 524288 0 0 0 0 0 0 0 0 0 0 0 4 8192 512 0 4096 0 0 0 8192 384 0 16777216 16973824 32 0 0 33554432 0 0 64 0 8192 2048 0 32768 0 0 0 0 32 16385 2147484672 42242 67110178 2 1 12416
is_linear=0
shrinkage=0.04


Tree=305
num_leaves=31
num_cat=9
split_feature=7 8 15 11 0 3 4 0 4 4 9 3 0 5 0 6 9 4 1 5 6 1 7 3 0 3 3 0 3 1
split_gain=1.63105 0.673825 0.481425 0.479329 0.957093 0.478401 0.461609 0.544513 0.46878 0.419779 0.409844 0.431827 0.400618 0.86845 0.84493 0.444769 0.390988 0.437492 0.277314 0.418408 0.30482 0.236711 0.203501 0.323748 0.275149 0.190593 0.201815 0.180935 0.177222 0.159763
threshold=0 1 2 3 14.500000000000002 2020.5000000000002 425.00000000000006 42.710000000000008 7085990000.000001 972430000.00000012 4 2018.5000000000002 39.07500000000001 3.5000000000000004 20.500000000000004 5 6 4850.0000000000009 5.5000000000000009 1.0000000180025095e-35 7 5.5000000000000009 8 2003.5000000000002 25.500000000000004 2008.5000000000002 2015.5000000000002 20.500000000000004 1997.5000000000002 5.5000000000000009
decision_type=9 9 9 9 10 10 8 8 8 10 9 8 10 8 8 9 9 10 10 10 9 10 9 8 8 8 10 8 8 10
left_child=6 21 9 4 -4 10 -1 8 -8 -3 18 -12 14 -14 -10 28 17 27 20 -20 -6 -2 24 -24 -18 -22 -27 -5 -15 -16
right_child=1 2 3 16 5 -7 7 -9 12 -11 11 -13 13 15 29 -17 22 -19 19 -21 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0001217947922289436 7.0796938830314886e-05 0.00020738076457715648 9.5787856636338927e-05 -2.5252162190343718e-06 -0.00024643809903928261 4.2149290478063782e-05 -0.00081601383599115757 -0.00029054525748331366 0.00048794724413471556 -8.7197767380689414e-05 0.00061415031984899098 1.3208771382742036e-05 9.0135204912703305e-05 9.0046010325815843e-05 1.6459256847893441e-05 2.2109273572110083e-05 -0.0008912403126973788 7.0573305231693616e-05 -8.5392262332307802e-06 0.00036886231954993856 -0.00050789475848765175 5.2182504303815758e-05 2.7689802275050899e-05 -7.9550980115570269e-05 0.00010718907417335683 4.9821855401088859e-05 -0.001424214821937283 -0.00045212921142084801 0.00011085262465769935 -0.0023876473554833738
leaf_weight=31 223 78 32 38 310 37 25 58 33 39 39 259 37 25 51 104 44 25 87 36 61 40 26 649 64 239 30 134 77 35
leaf_count=31 223 78 32 38 310 37 25 58 33 39 39 259 37 25 51 104 44 25 87 36 61 40 26 649 64 239 30 134 77 35
internal_value=0.000544657 0.000127948 -0.000101878 -0.000245168 0.000315512 0.000116469 0.00266119 0.00237668 0.00291752 0.00228125 -4.14322e-05 0.00119094 0.00328375 0.00421311 0.00136667 0.00316908 -0.000887993 -0.00244231 -0.000532301 0.00119355 -0.000873636 0.002 -0.000468515 -0.000728864 0.00107563 -9.22911e-10 0.000459258 -0.00328324 0.00488495 -0.000735633
internal_weight=2966 2490 2227 2110 1130 1098 476 445 387 117 1061 298 362 243 119 206 980 197 763 123 640 263 783 675 108 330 269 172 102 86
internal_count=2966 2490 2227 2110 1130 1098 476 445 387 117 1061 298 362 243 119 206 980 197 763 123 640 263 783 675 108 330 269 172 102 86
cat_boundaries=0 17 44 45 48 50 51 53 54 71
cat_threshold=131074 268435585 571482112 2105472 0 134225986 0 8192 2048 0 32768 256 128 0 0 0 1073741824 0 4 0 134217728 2147483648 1 0 0 0 0 0 2048 10240 0 0 0 0 0 0 0 128 0 0 0 0 16384 64 134742016 32772 2148532768 524288 128 22660 388 0 20656 280 0 0 1073741824 0 0 0 0 0 65536 0 0 128 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=306
num_leaves=31
num_cat=6
split_feature=7 7 2 2 0 8 2 4 1 8 15 0 4 4 4 0 2 1 2 2 4 2 0 2 2 2 2 6 2 2
split_gain=1.66932 0.980324 0.673126 0.780658 0.591165 0.563351 0.51408 0.489792 0.500984 0.411442 0.427549 0.519566 0.49774 0.431208 0.467061 0.567429 0.738692 0.407352 0.802839 0.402651 0.372825 0.316443 0.293023 0.284423 0.48673 0.391542 0.304299 0.275642 0.349703 0.26091
threshold=0 1 535.00000000000011 1550.0000000000002 43.175000000000004 2 119.00000000000001 6373145000.000001 5.5000000000000009 3 4 39.07500000000001 313.50000000000006 950.00000000000011 9950.0000000000018 40.250000000000007 73.500000000000014 5.5000000000000009 9.5000000000000018 4.5000000000000009 45.000000000000007 108.50000000000001 25.500000000000004 17.500000000000004 94.500000000000014 51.500000000000007 455.00000000000006 5 3.5000000000000004 6.5000000000000009
decision_type=9 9 10 10 10 9 10 10 8 9 9 8 8 8 8 8 10 10 10 8 10 8 8 8 8 10 8 9 8 10
left_child=4 22 5 -4 19 7 9 8 -3 21 -11 20 -13 -14 -15 16 17 27 -19 -1 -12 -7 -2 -21 25 -25 -26 28 -16 -30
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 11 12 13 14 15 -17 -18 18 -20 23 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-8.5368165195438153e-05 1.4540847217907344e-05 6.9464326367729484e-05 8.8266098278929494e-05 -6.6511179210841466e-06 -1.2831772601481291e-05 -0.00015840013398580059 -4.2437448411830427e-05 -1.0794376071420028e-05 0.00012501935528903957 5.4512037246799174e-05 -5.5568681951712049e-06 4.3537144882392704e-05 -0.00084512870195339277 0.00033287971968658513 0.00024275781580658103 -0.00026467193019660254 0.0001253021832495176 -4.6912608705981494e-05 0.0020968583777031258 0.00011057618286672313 -0.00019565938162170249 0.00021951479318694746 -0.00059457516578127919 7.2981300546461157e-05 0.00037796467488251224 -0.00062334128870615991 2.4983097503505644e-05 -8.2997492965470519e-05 -0.00091941324629766998 9.8943986413943112e-05
leaf_weight=32 31 102 51 37 65 183 146 54 43 156 598 39 33 40 30 155 38 27 28 84 53 43 206 57 26 35 27 232 32 258
leaf_count=32 31 102 51 37 65 183 146 54 43 156 598 39 33 40 30 155 38 27 28 84 53 43 206 57 26 35 27 232 32 258
internal_value=0.000365737 2.28475e-05 0.000271242 0.00368539 0.00301484 0.000139676 -5.89924e-05 0.00211428 0.00342466 0.000113051 0.000326011 0.00011944 0.000736034 0.000535468 0.000713435 0.000499375 0.00102167 0.000677631 0.00392857 0.0039542 -0.000742332 -0.00145148 -0.00237097 0.00453913 0.00342466 0.00163441 0.00644444 0.000347196 0.00108761 0.000687284
internal_weight=2941 2615 2378 88 326 2290 2091 199 145 1945 1719 1563 912 873 840 800 645 607 55 261 651 226 237 229 145 92 53 552 320 290
internal_count=2941 2615 2378 88 326 2290 2091 199 145 1945 1719 1563 912 873 840 800 645 607 55 261 651 226 237 229 145 92 53 552 320 290
cat_boundaries=0 17 35 61 85 86 87
cat_threshold=268435459 268435456 1056768 2099200 0 8192 0 8192 0 8224 0 320 128 0 0 0 1073741952 0 16 1074003968 524800 0 66 33554432 536870912 33554432 134217728 0 128 0 0 0 0 0 384 0 0 0 134217728 2147483648 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 0 0 0 0 0 0 16384 268435472 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 33554432 8192 256 0 4194304 8 136839168 450
is_linear=0
shrinkage=0.04


Tree=307
num_leaves=31
num_cat=10
split_feature=7 8 4 0 15 7 8 6 13 2 0 2 2 2 2 1 15 2 2 2 2 2 9 6 0 3 2 0 2 2
split_gain=1.67798 0.679953 0.735746 0.570881 0.504985 0.720504 0.54177 0.47911 0.710531 1.01104 0.812911 1.12514 0.624192 0.365975 0.36053 0.395923 0.316699 0.995372 0.409839 0.323757 0.257172 0.241501 0.233719 0.486421 0.366513 0.250751 0.243893 0.236137 0.249883 0.235621
threshold=0 1 55.000000000000007 45.425000000000004 2 3 4 5 6 5.5000000000000009 39.07500000000001 34.500000000000007 15.500000000000002 88.500000000000014 75.500000000000014 4.5000000000000009 7 108.50000000000001 18.500000000000004 11.500000000000002 9.5000000000000018 47.500000000000007 8 9 45.425000000000004 2024.5000000000002 7.5000000000000009 39.07500000000001 3.5000000000000004 15.500000000000002
decision_type=9 9 8 10 9 9 9 9 9 10 10 10 10 10 10 8 9 10 8 8 10 10 9 9 8 8 8 10 10 10
left_child=3 -2 -3 7 -4 16 -7 8 9 -1 -11 -12 -10 14 15 -8 17 19 20 -6 -18 -21 25 -24 -25 -17 27 -27 -29 -28
right_child=1 2 4 -5 5 6 13 -9 12 10 11 -13 -14 -15 -16 22 18 -19 -20 21 -22 -23 23 24 -26 26 29 28 -30 -31
leaf_value=-0.0003183772673645475 -0.00011868635458729638 0.0001524535357437761 6.6374376001735076e-05 -0.001416728516104565 1.8463085064294275e-05 4.0419073149419743e-05 -0.0054426557927198492 1.4136570104927994e-05 0.00010227713966608173 0.00075751524018704251 0.00012939762429970805 0.001105062506059566 -0.00012323505038540803 -0.00010716958166902393 0.00012576692726759019 -0.00019670626301457238 -2.6006209669905578e-05 0.0010160427549785627 -0.0002259971525764579 -0.00086933211188586223 0.00022019152621666579 -2.6283652799360828e-06 -2.1016637385703709e-05 0.00012543863676891712 -0.000417148754215565 -0.00035906744579545374 -0.00047974191102020432 7.2257162060089221e-05 -0.00027870506981706632 1.8236988446423492e-06
leaf_weight=33 110 31 160 42 61 213 37 210 74 49 43 40 71 189 27 68 28 25 162 131 29 60 437 301 28 29 67 28 27 114
leaf_count=33 110 31 160 42 61 213 37 210 74 49 43 40 71 189 27 68 28 25 162 131 29 60 437 301 28 29 67 28 27 114
internal_value=0.000418461 -5.39411e-05 0.000102518 0.00235951 1.62007e-05 -0.000156372 0.000266497 0.00276391 0.00373832 0.00556818 0.00745865 0.00985714 0.00141026 -3.52174e-05 0.00023024 0.000119612 -0.00146746 -0.00051389 -0.00259131 -0.00129644 0.000206896 -0.00210417 0.000258181 0.000638352 0.00177647 -0.00061628 -7.51889e-05 0.00169412 0.00321428 -0.0009011
internal_weight=2924 2362 2252 562 2221 2061 1565 520 310 165 132 83 145 1352 1163 1136 496 277 219 252 57 191 1099 766 329 333 265 84 55 181
internal_count=2924 2362 2252 562 2221 2061 1565 520 310 165 132 83 145 1352 1163 1136 496 277 219 252 57 191 1099 766 329 333 265 84 55 181
cat_boundaries=0 17 41 42 60 89 90 91 92 94 95
cat_threshold=1 144 101720064 2097152 589824 64 0 268443648 2048 8192 32768 192 0 268435456 0 0 1073746048 268435456 2056 4 0 0 0 0 0 0 0 0 33556480 0 0 0 0 0 0 0 0 2147483648 0 0 8 136839168 147456 1 537133056 0 34 134217728 131072 0 0 134217728 8224 256 0 0 0 32 16 384 0 0 0 0 0 1 0 0 0 0 0 131076 2048 0 0 4096 0 0 0 2048 0 0 0 0 0 16384 64 0 524288 452 10 67108864 1073741824 20624 344
is_linear=0
shrinkage=0.04


Tree=308
num_leaves=31
num_cat=11
split_feature=7 12 8 12 8 12 12 3 12 2 2 2 2 9 0 12 0 2 5 2 2 3 7 2 2 2 3 1 2 2
split_gain=2.07745 0.982605 0.868601 1.06438 0.777074 0.803809 0.676669 0.587742 0.49115 0.449669 0.449095 0.620095 0.605318 0.379091 0.529274 0.477417 0.635317 0.338084 0.300121 0.340253 0.604444 0.378936 0.275303 0.274061 0.332428 0.312529 0.271222 0.24553 0.226171 0.201261
threshold=0 1 2 3 4 5 6 2008.5000000000002 7 3.5000000000000004 492.00000000000006 49.500000000000007 16.500000000000004 8 40.250000000000007 9 37.250000000000007 45.500000000000007 1.5000000000000002 111.00000000000001 46.500000000000007 1994.5000000000002 10 48.500000000000007 14.500000000000002 2.5000000000000004 1998.5000000000002 4.5000000000000009 40.500000000000007 43.500000000000007
decision_type=9 9 9 9 9 9 9 10 9 8 8 10 10 9 10 9 10 10 10 10 10 10 9 10 10 10 10 10 8 8
left_child=4 -2 3 17 5 28 9 10 -6 -4 11 12 -5 -8 15 16 -15 -3 19 20 -11 -22 -10 24 25 -7 -17 -25 -1 -20
right_child=1 2 6 7 8 23 13 -9 22 18 -12 -13 -14 14 -16 26 -18 -19 29 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025346802081274147 -0.00058915486951703253 8.8452680891837863e-06 6.1544421873936534e-05 4.1082735108222636e-05 6.101235679013533e-05 -5.7027484452639525e-05 1.1443207740203798e-05 0.00014162267091885559 -0.00030781392795577417 -6.4514821595547729e-06 8.8134206368717274e-05 -1.8879419221590419e-05 0.00016778740376543883 0.00027068673951450087 0.00023187369184912024 -0.00012301382507251484 6.426805913121467e-05 -0.002967754641078619 3.949343910401424e-05 -2.5905248602313692e-05 -3.8631829404058017e-05 9.637454817750283e-05 -0.00039614144426489752 -1.4395204362246516e-05 -0.00038010553221197696 0.00011148867970572962 0.00088047051329436605 0.00012729115260224315 -0.00042892058451693719 0.00040931334021450995
leaf_weight=142 100 79 85 79 106 43 127 35 106 564 28 49 67 50 37 77 62 30 65 73 42 34 383 34 142 47 25 113 86 26
leaf_count=142 100 79 85 79 106 43 127 35 106 564 28 49 67 50 37 77 62 30 65 73 42 34 383 34 142 47 25 113 86 26
internal_value=0.000277834 0.00115988 0.00140061 0.00310053 -0.000995879 1.94165e-05 0.000885758 0.00449071 -0.0020132 0.00027111 0.003875 0.00316326 0.00446258 0.00228278 0.00319084 0.00253023 0.0041626 -0.000300001 -1.98767e-05 -0.00029692 -9.52187e-10 0.00332467 -0.002552 0.00113846 0.000309012 0.0021978 0.000283185 0.00251351 -0.00180753 0.00213043
internal_weight=2936 1734 1634 367 1202 607 1267 258 595 889 223 195 146 378 251 214 112 109 804 713 640 76 489 379 232 90 102 147 228 91
internal_count=2936 1734 1634 367 1202 607 1267 258 595 889 223 195 146 378 251 214 112 109 804 713 640 76 489 379 232 90 102 147 228 91
cat_boundaries=0 18 19 45 46 69 70 71 72 74 75 92
cat_threshold=0 268435473 1141112832 524804 32 2050 131072 537001984 33556480 134226944 8224 320 67108880 268435456 0 32 1073741840 768 18432 0 8 0 134217728 0 1 0 0 0 0 0 4 8192 512 268435456 0 0 0 4096 0 256 0 20971520 0 0 16384 67182624 0 4 0 0 0 0 0 0 0 0 0 0 10240 512 0 4096 0 0 0 0 128 0 20971520 16876832 229730 49184 0 28676 17835008 0 16 0 512 0 0 0 131072 0 134217728 0 256 16 0 0 0 1073741824
is_linear=0
shrinkage=0.04


Tree=309
num_leaves=31
num_cat=5
split_feature=8 8 11 0 0 2 0 8 2 0 5 2 2 2 3 2 6 4 2 0 2 2 3 5 2 2 3 2 2 0
split_gain=1.64962 0.853799 0.505702 0.909878 0.437134 0.380134 0.717356 0.343707 0.474012 0.325213 0.358218 0.525673 0.387712 0.355294 0.598789 0.504997 0.360004 0.313164 0.304575 0.261743 0.483704 0.344356 0.256555 0.251522 0.244518 0.542024 0.238605 0.34398 0.229727 0.220398
threshold=0 1 2 10.500000000000002 48.175000000000004 182.50000000000003 39.07500000000001 3 8.5000000000000018 47.750000000000007 10.500000000000002 63.500000000000007 203.50000000000003 31.500000000000004 2018.5000000000002 64.500000000000014 4 180.50000000000003 49.500000000000007 22.250000000000004 2.5000000000000004 16.500000000000004 2002.5000000000002 3.5000000000000004 22.500000000000004 31.500000000000004 2009.5000000000002 4.5000000000000009 10.500000000000002 18.500000000000004
decision_type=9 9 9 10 10 8 10 9 10 10 8 10 10 8 8 8 9 8 10 8 8 8 10 8 8 8 8 10 8 10
left_child=5 -2 3 -3 9 6 -1 8 -4 10 11 -5 13 16 22 18 26 -9 -16 20 -19 -22 -15 -8 -23 -26 -12 -28 -21 -10
right_child=1 2 7 4 -6 -7 23 17 29 -11 12 -13 -14 14 15 -17 -18 19 -20 28 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00017638596217735882 -0.0002340183436401653 0.00012212672231403597 -0.00032658848415514723 6.1560034820262193e-05 -0.00073308110576451456 4.1916342284617611e-05 4.5113496740687083e-05 7.5528094211436354e-05 -9.163162205254152e-06 9.5683315724409641e-05 2.7977833763841198e-05 0.00051296415635429906 -0.0019879995490928431 0.0013453531073263855 1.9495022462249572e-05 2.61794772355659e-05 2.6255765715410761e-05 -0.00090349302230783722 9.7797959109762814e-05 1.0767931585851568e-05 0.0010786613406909187 -0.0020676120445869053 -0.00061359715671154957 3.2548852582258076e-05 0.00027379234519520171 -3.8283824686848107e-05 3.5461503742478081e-05 -0.0019016010198349149 -3.3058450316600552e-05 5.4656413072814093e-05
leaf_weight=31 219 25 75 170 56 47 64 32 54 36 25 27 29 34 47 143 393 41 27 107 59 38 56 118 54 230 35 131 416 105
leaf_count=31 219 25 75 170 56 47 64 32 54 36 25 27 29 34 47 143 393 41 27 107 59 38 56 118 54 230 35 131 416 105
internal_value=0.000568888 0.000263177 0.000480455 0.00104739 0.000895867 0.00354243 0.00293458 -0.000101474 0.00124082 0.00106412 0.000940965 0.00248485 0.000608034 0.000757847 0.00185714 0.00299082 0.000177777 -0.000433199 0.00565333 -0.000570825 0.000170212 0.0006178 -0.000879122 0.00389071 9.90703e-05 0.000505262 -0.00120792 -0.00182036 -0.00116794 0.002525
internal_weight=2924 2664 2445 1234 1209 260 213 1211 234 1153 1117 197 920 891 307 217 584 977 74 945 422 381 90 182 322 284 191 166 523 159
internal_count=2924 2664 2445 1234 1209 260 213 1211 234 1153 1117 197 920 891 307 217 584 977 74 945 422 381 90 182 322 284 191 166 523 159
cat_boundaries=0 30 60 63 84 85
cat_threshold=0 2048 0 134217728 2147483648 0 0 0 0 0 0 2052 0 0 268435456 0 0 0 0 8192 0 524288 0 0 0 1342226432 0 0 0 8192 268435456 0 0 0 0 0 0 2147483648 0 32768 0 33554432 8256 0 0 0 0 0 33554432 2048 0 0 0 8 0 0 4 0 524288 4096 32772 2148598272 524288 0 0 0 0 0 0 0 0 0 0 0 131072 2048 1049088 0 4096 0 0 0 0 128 12
is_linear=0
shrinkage=0.04


Tree=310
num_leaves=31
num_cat=8
split_feature=8 3 15 9 8 2 2 2 5 10 0 14 9 2 6 2 2 2 2 2 2 2 3 3 2 4 2 3 3 2
split_gain=1.18931 0.992928 0.759842 0.587682 0.572195 0.60296 0.528064 0.717394 0.395792 0.37072 0.351619 0.328907 0.360784 0.376689 0.370731 0.404182 0.456631 0.316177 0.304938 0.299509 0.459434 0.291987 0.281173 0.426661 0.265159 0.247241 0.28317 0.380007 0.428181 0.275962
threshold=0 2012.5000000000002 1 2 3 455.00000000000006 7.5000000000000009 58.500000000000007 3.5000000000000004 4 43.175000000000004 5 6 1150.0000000000002 7 7.5000000000000009 34.500000000000007 50.500000000000007 66.500000000000014 5.5000000000000009 12.500000000000002 23.500000000000004 2019.5000000000002 2012.5000000000002 1.5000000000000002 676.50000000000011 88.500000000000014 1997.5000000000002 2003.5000000000002 78.500000000000014
decision_type=9 8 9 9 9 8 10 10 10 9 10 9 9 8 9 10 10 8 10 8 8 10 10 10 10 8 10 10 10 10
left_child=1 -1 21 18 5 -4 -5 10 9 -6 -8 12 17 14 15 -14 -17 -11 -3 -13 -21 -2 23 24 -16 -26 27 29 -29 -27
right_child=2 3 4 6 8 -7 7 -9 -10 11 -12 19 13 -15 22 16 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00025694589622693643 0.00029715361745961976 -0.00039872717140652047 -0.00029182218734372708 -8.1247356603576373e-07 -9.9295885707155395e-05 7.2703905310594948e-05 0.0001460612944034538 -1.6960161982536881e-05 0.00034142225501941278 -3.453198923563264e-06 5.9142488396443321e-05 -0.00161590471786968 8.8275394788539971e-05 9.5432025632299442e-05 -0.00015855506777305432 -0.0014502115263359606 3.1971636879768205e-05 -0.00093926003445810871 0.00016383533260920185 0.00076516528972107953 -5.1790007443818467e-05 4.0106451992640038e-05 9.0157457611757309e-05 -0.00013600004846647592 -0.0008771385470569262 5.2831444270028822e-05 -2.4983497661573207e-05 0.00010175010542969365 2.6974487983117357e-05 6.5813922842346609e-05
leaf_weight=32 54 82 301 53 134 39 42 34 32 200 25 43 63 30 42 84 49 44 27 28 258 71 38 68 70 771 142 25 52 25
leaf_count=32 54 82 301 53 134 39 42 34 32 200 25 43 63 30 42 84 49 44 27 28 258 71 38 68 70 771 142 25 52 25
internal_value=0.000448799 0.00281046 0.000175018 0.00207576 1.883e-05 -0.00148148 0.00353939 0.00545098 0.000257129 0.00019197 0.00782353 0.000328927 0.000553091 0.000791836 0.000702097 -0.00088889 -0.00217911 -0.00084706 -0.000300001 -0.000811766 -0.00036237 0.00308823 0.000954983 0.000852842 0.00103901 0.00116022 0.0013189 0.0015881 0.00425641 0.00132497
internal_weight=2958 295 2663 263 2538 340 154 101 2198 2166 67 2032 1703 1459 1429 196 133 244 109 329 286 125 1233 1195 1127 1085 1015 873 77 796
internal_count=2958 295 2663 263 2538 340 154 101 2198 2166 67 2032 1703 1459 1429 196 133 244 109 329 286 125 1233 1195 1127 1085 1015 873 77 796
cat_boundaries=0 30 32 34 63 64 65 67 68
cat_threshold=0 2048 0 0 0 1 0 0 0 32768 0 2048 0 1049088 268435456 0 0 0 0 2048 0 524288 0 0 0 16384 64 0 0 8192 2621440 262144 0 2052 268435456 12 0 0 65536 0 0 2147483648 0 0 0 0 8192 0 0 0 0 0 33558528 2 0 0 0 8 0 0 0 0 524416 5 8320 1073741825 176 68
is_linear=0
shrinkage=0.04


Tree=311
num_leaves=31
num_cat=11
split_feature=8 2 8 2 4 15 0 0 2 8 12 3 6 8 2 2 12 2 0 17 6 1 2 2 2 2 3 12 4 1
split_gain=0.902396 0.891586 0.69536 0.416245 0.369401 0.427259 0.379507 0.370305 0.260965 0.718255 0.733047 0.641185 0.399311 0.370499 0.35198 0.342979 0.328542 0.321085 0.434062 0.314015 0.312493 0.269928 0.267951 0.25712 0.483803 0.237431 0.229021 0.240363 0.221193 0.221087
threshold=0 29.500000000000004 1 36.500000000000007 283.00000000000006 2 32.500000000000007 48.175000000000004 10.500000000000002 3 4 1984.5000000000002 5 6 48.500000000000007 5.5000000000000009 7 33.500000000000007 39.07500000000001 8 9 5.5000000000000009 2.5000000000000004 8.5000000000000018 3.5000000000000004 17.500000000000004 1997.5000000000002 10 972430000.00000012 5.5000000000000009
decision_type=9 8 9 8 8 9 8 8 8 9 9 10 9 9 10 10 9 10 10 9 9 8 10 10 10 10 10 9 10 10
left_child=1 -1 -2 -3 6 28 -4 8 9 -7 11 15 23 14 -10 -11 17 25 21 -18 26 -19 -14 24 -12 -15 27 -21 -6 -29
right_child=2 3 4 -5 5 7 -8 -9 13 10 12 -13 22 16 -16 -17 19 18 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=2.6693405035949594e-05 -0.00033857734170733523 0.00024784790978218637 -0.0016027218650693212 6.2728786617102672e-05 4.8890865619710155e-05 -0.00032760914178220612 4.9171445622037623e-05 -0.00072949647832304388 3.8029780045366249e-05 8.7942947496259111e-05 0.00010141888495106082 1.5239121920082931e-05 -0.00018399099491828481 1.489661106117457e-05 2.0405820074547087e-05 0.0021323118169860144 -0.00056088475125306246 6.3720463991679666e-05 0.00028720351245342473 1.6016455254899141e-05 2.122023297884272e-05 -0.00039028317651884279 -1.0328997623406799e-06 0.0004343382038461137 -0.00020365181086367542 -0.00083506732693505389 -3.4860799079909611e-05 -0.00027056634976834284 -0.00013353518202763215 3.3955571670033112e-05
leaf_weight=185 108 39 26 150 155 133 58 78 109 40 58 40 34 86 44 26 156 72 51 256 216 28 106 46 117 64 128 257 35 62
leaf_count=185 108 39 26 150 155 133 58 78 109 40 58 40 34 86 44 26 156 72 51 256 216 28 106 46 117 64 128 257 35 62
internal_value=0.000643724 0.00245195 0.000370768 0.0044421 0.000512038 0.000422017 0.00310588 0.000257889 0.000358684 0.00106489 0.00178243 0.0045812 0.000849461 8.10448e-05 0.00187805 0.00740298 -0.000132661 0.00101282 0.0023421 -0.000460406 -0.000167743 0.000792078 -0.000794703 0.00187931 0.00125 -0.000264902 -0.000577032 -0.000243057 0.00218905 -0.000957577
internal_weight=2963 374 2589 189 2481 2397 84 2207 2129 600 467 106 361 1529 153 66 1376 301 151 1075 919 100 140 221 175 150 703 575 190 319
internal_count=2963 374 2589 189 2481 2397 84 2207 2129 600 467 106 361 1529 153 66 1376 301 151 1075 919 100 140 221 175 150 703 575 190 319
cat_boundaries=0 27 56 57 87 89 90 106 108 109 110 111
cat_threshold=0 2054 0 134217728 2147491840 1 0 0 0 32768 0 2048 2048 1024 0 0 0 0 0 0 128 0 0 0 0 16384 64 268435456 0 0 0 1073741824 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 2 0 0 0 8 0 0 0 0 524288 136839168 0 8 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 0 4096 65632 2 450 0 0 0 0 0 0 0 2147483648 0 0 0 4 8192 0 0 4096 1212672 2 6 142 26658
is_linear=0
shrinkage=0.04


Tree=312
num_leaves=31
num_cat=13
split_feature=7 8 4 7 4 2 12 4 8 9 2 17 11 16 2 8 2 8 2 2 2 4 12 2 12 1 2 4 2 2
split_gain=1.43415 1.01543 0.773053 0.751903 0.712609 0.904715 0.63244 1.08592 0.507478 0.458253 0.418608 0.364591 0.43147 0.347687 0.570943 0.33574 0.300588 0.286065 0.450962 0.359862 0.580969 0.519082 0.44853 0.399399 0.251062 0.23154 0.25974 0.221721 0.272685 0.216161
threshold=0 1 86.000000000000014 2 16829230000.000002 31.500000000000004 3 141.00000000000003 4 5 15.500000000000002 6 7 8 12.500000000000002 9 49.500000000000007 10 24.500000000000004 40.500000000000007 37.500000000000007 1950.0000000000002 11 23.500000000000004 12 4.5000000000000009 24.500000000000004 141.00000000000003 4.5000000000000009 53.500000000000007
decision_type=9 9 10 9 8 8 9 8 9 9 10 9 9 1 10 9 10 9 10 10 10 10 9 8 9 10 10 10 8 10
left_child=2 4 -1 13 5 -2 10 -8 -6 27 -5 -11 -13 -3 -15 16 -12 18 -14 20 21 22 23 -19 -21 -17 -27 28 -9 -10
right_child=1 3 -4 6 8 -7 7 9 29 11 15 12 17 14 -16 25 -18 19 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=9.1168596729456015e-05 3.6980576248371857e-05 -0.00023940391467339056 0.0014918107049430721 -0.00047268547749535861 -2.4370462028064122e-05 6.7527328268606057e-05 9.2904265817020295e-05 0.0029734289100660583 4.8773996259259479e-05 2.6950012932418555e-05 -9.4480243640805356e-05 -0.00016243598111506614 4.8650977126332321e-06 0.00020813552136313403 -0.00018900071507063244 0.00031903877082292866 0.00030212968242139966 1.4939341324511548e-05 0.0002538150690423787 2.2029350234490825e-05 0.0012132767505591299 0.0010542426774957862 2.6845575502392193e-05 -0.00085232489470751099 -0.00013304880374703619 0.001048021606095399 -0.00028536237832511315 -0.00017779230429133138 -1.4711854298495989e-05 -2.8775767143444563e-07
leaf_weight=64 62 305 36 164 147 32 33 27 136 101 59 117 49 45 120 25 42 289 70 115 40 32 230 73 129 29 101 33 208 38
leaf_count=64 62 305 36 164 147 32 33 27 136 101 59 117 49 45 120 25 42 289 70 115 40 32 230 73 129 29 101 33 208 38
internal_value=0.0005813 0.000403912 0.00504504 8.82704e-05 0.00220657 0.00530526 0.000432978 0.000806679 0.00135404 0.000652575 -0.000928075 0.000971337 0.000748051 -0.00133056 0.000120481 6.22559e-05 0.00175 0.00101349 0.0028 0.000748639 0.0012391 0.000934399 0.000661045 -0.000235926 -0.000555103 -0.00108434 -0.00183206 -0.000831542 -0.00042373 0.00272432
internal_weight=2951 2851 100 2436 415 94 1966 1546 321 1513 420 1245 1144 470 165 256 101 1027 119 908 664 624 592 362 244 155 130 268 235 174
internal_count=2951 2851 100 2436 415 94 1966 1546 321 1513 420 1245 1144 470 165 256 101 1027 119 908 664 624 592 362 244 155 130 268 235 174
cat_boundaries=0 11 41 59 61 87 89 90 93 94 117 140 141 143
cat_threshold=268435457 0 33554432 0 0 64 0 8192 0 16 32768 0 0 0 134217728 3221225472 1 0 0 0 0 0 2052 10240 512 268435456 0 0 0 0 0 0 0 0 0 0 16384 64 0 0 4096 0 145 605028352 524292 0 0 0 805306368 33554432 134217728 32 384 0 0 0 0 4096 256 68290816 2 0 0 0 0 0 1 0 0 0 0 0 4 0 512 0 0 0 0 0 0 0 0 0 0 0 16384 257 164 37 32768 2147484672 524288 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 384 0 4194304 106530 16811072 32
is_linear=0
shrinkage=0.04


Tree=313
num_leaves=31
num_cat=12
split_feature=7 0 4 7 15 12 4 5 0 0 12 0 4 6 1 2 0 7 2 3 15 2 12 1 12 3 6 2 12 2
split_gain=2.15864 0.721925 1.0226 0.715546 0.503971 1.06821 0.826714 0.622397 0.587802 0.473324 0.45569 0.433213 0.42542 0.421302 0.433077 0.454802 0.430988 0.377709 0.357701 0.354974 0.492738 0.616346 0.339875 0.338161 0.322114 0.361352 0.555376 0.464916 0.448518 0.57095
threshold=0 38.20000000000001 20282.500000000004 1 2 3 6050.0000000000009 2.5000000000000004 36.400000000000006 31.500000000000004 4 42.710000000000008 313.50000000000006 5 5.5000000000000009 26.500000000000004 42.250000000000007 6 2.5000000000000004 2025.5000000000002 7 74.500000000000014 8 4.5000000000000009 9 1995.5000000000002 10 147.50000000000003 11 7.5000000000000009
decision_type=9 10 8 9 9 9 8 8 8 10 9 10 10 9 8 10 10 9 10 8 9 10 9 10 9 10 9 10 9 10
left_child=1 9 -3 10 12 6 -6 -8 -9 -1 -2 -10 24 14 16 18 -7 -4 -16 -12 21 -21 -15 -24 -5 26 27 28 29 -26
right_child=3 2 17 4 5 13 7 8 11 -11 19 -13 -14 22 15 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=2.880245568135019e-05 -0.0017878284124900148 0.00020090549184900719 2.9607391978738038e-05 -0.00010721957857245567 -0.00059771102237956685 2.3080358254375682e-05 0.00012137100821148763 0.00034960507359212974 -0.00084624559987949777 -0.0035314136583844951 -0.0012328534426223274 2.8143526443919126e-05 -0.00017228722108323652 -9.8985660936229454e-05 2.2667256964165243e-05 5.8221615381464291e-06 -0.0012285285818013289 0.00010107551059793709 0.00015835237240111825 9.2832240302697949e-06 -0.00021809297669873792 0.0010357881685048151 -7.0677822841010078e-05 5.9526507405183556e-05 -0.0017479571298840188 -2.0044993572899221e-05 0.00014922433774386594 8.2106980997503394e-05 -6.2903180784453573e-05 0.00013948111862090089
leaf_weight=65 109 35 108 297 29 125 55 53 31 30 81 55 43 105 27 47 61 169 36 225 203 36 79 36 31 265 161 25 230 83
leaf_count=65 109 35 108 297 29 125 55 53 31 30 81 55 43 105 27 47 61 169 36 225 203 36 79 36 31 265 161 25 230 83
internal_value=0.000524522 0.0031866 0.00419169 8.19211e-05 0.000479575 0.00128533 0.00353846 0.0046359 0.00317143 0.000208332 -0.00104662 0.00110345 -5.2357e-05 0.000258064 0.00122475 0.00324324 8.55605e-05 0.00335252 0.0054375 -0.000539569 -0.000120431 0.0010147 -0.00103896 0.00047619 0.000102469 0.000521091 0.00112994 0.000221052 -0.00016232 0.001792
internal_weight=2935 407 312 2528 1874 739 223 194 139 95 654 86 1135 516 296 110 186 277 63 545 464 261 220 115 1092 795 530 369 344 114
internal_count=2935 407 312 2528 1874 739 223 194 139 95 654 86 1135 516 296 110 186 277 63 545 464 261 220 115 1092 795 530 369 344 114
cat_boundaries=0 17 35 37 39 41 42 59 60 61 63 64 65
cat_threshold=131074 0 33562624 2048 65536 134217792 4194304 8192 2048 48 40960 0 16 268435456 0 32 1073741952 0 1 68157440 524804 0 2050 131072 805306368 0 134217728 32 384 0 0 0 0 0 896 2215641088 1 17006848 2 197632 2 400 2 0 8192 0 0 134217728 0 8192 0 16 8192 0 0 0 0 32 128 67108864 10274 67322112 2 282 3168
is_linear=0
shrinkage=0.04


Tree=314
num_leaves=31
num_cat=9
split_feature=7 8 9 9 2 2 2 12 6 2 7 2 3 7 2 2 2 0 4 2 2 2 13 2 2 2 2 2 2 3
split_gain=1.27021 1.19102 0.761182 0.628046 0.841769 0.689351 1.30581 0.52726 0.714324 0.631936 0.672089 0.488196 0.549519 0.441326 0.690706 0.438995 0.525738 0.428918 0.409255 0.45971 0.455771 0.437143 0.478511 0.480804 0.848343 0.420678 0.885902 0.35138 0.369922 0.317425
threshold=0 1 2 3 141.50000000000003 8.5000000000000018 21.500000000000004 4 5 321.00000000000006 6 42.500000000000007 2007.5000000000002 7 29.500000000000004 71.500000000000014 44.500000000000007 35.850000000000009 8400.0000000000018 8.5000000000000018 14.500000000000002 17.500000000000004 8 103.50000000000001 65.500000000000014 42.500000000000007 33.500000000000007 74.500000000000014 19.500000000000004 1958.5000000000002
decision_type=9 9 9 9 10 8 8 9 9 10 9 8 10 9 10 10 8 10 8 10 10 10 9 10 10 10 10 8 10 10
left_child=-1 3 27 4 -2 -5 -7 8 11 10 -9 12 -4 14 -10 16 -15 -18 -12 -20 -21 -22 29 24 25 26 -24 28 -3 -23
right_child=1 2 7 5 -6 6 -8 9 13 -11 18 -13 -14 15 -16 -17 17 -19 19 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018546106455799075 1.9994006470238586e-05 -0.0001196147776608008 0.00060705238766200348 1.9002106929661366e-05 3.6954156170799544e-05 0.00030978494625159879 1.3423730595263439e-05 -6.2149539622756423e-05 -0.0007652009942979124 0.00024441175576203931 0.00057042379979951364 -0.00032134215305247392 -1.306924679021121e-05 -0.00015262551543421808 0.00029835044836605529 -0.0014606490384150607 -0.00041666265915399933 0.0003301075084263775 7.3563263450461859e-05 -0.0001550093700353017 0.0012269840037758245 9.4902198328183693e-07 2.5848316320274862e-05 -0.00017758347020048918 0.00069144997937196906 -5.5195490407768942e-05 0.001783235525156241 -0.00017201994595071997 7.38550954216225e-06 -0.0010745461515360875
leaf_weight=336 253 221 77 46 25 47 53 211 52 53 46 57 26 307 60 75 39 45 233 78 32 130 56 27 38 38 27 77 130 36
leaf_count=336 253 221 77 46 25 47 53 211 52 53 46 57 26 307 60 75 39 45 233 78 32 130 56 27 38 38 27 77 130 36
internal_value=0.000598908 0.000897927 0.000511456 0.00281379 0.00155017 0.00494267 0.00712871 0.000882553 6.40845e-05 0.00147638 0.00125079 0.00233918 0.00411538 -0.000597624 0.00156097 -0.00114046 -0.00062245 0.0021647 0.00180319 0.00158046 0.000846651 0.00141299 0.000997166 0.00231472 0.003275 0.00160656 0.00319048 -0.000984056 -0.00046591 -0.000587572
internal_weight=2931 2595 2171 424 278 146 100 1743 738 1005 952 160 103 578 112 466 391 84 741 695 462 384 352 186 159 121 83 428 351 166
internal_count=2931 2595 2171 424 278 146 100 1743 738 1005 952 160 103 578 112 466 391 84 741 695 462 384 352 186 159 121 83 428 351 166
cat_boundaries=0 18 48 50 52 53 54 63 70 71
cat_threshold=0 16 1142161408 524800 0 2 33554432 0 33554432 134217728 32 320 128 0 0 0 16 384 16 1048576 0 134217728 2147483648 1 0 2147483648 0 0 0 2052 2048 512 0 0 0 0 0 10240 0 0 0 0 0 16384 0 0 524288 4096 256 16560 0 26628 84953346 146 0 0 0 4 0 0 131072 536870912 2048 0 0 0 4 0 0 131072 2
is_linear=0
shrinkage=0.04


Tree=315
num_leaves=31
num_cat=12
split_feature=7 8 2 7 12 9 11 2 2 2 2 5 8 2 12 2 12 2 2 12 6 2 2 2 3 3 12 2 2 3
split_gain=1.56175 1.23229 1.17616 1.11177 0.449456 0.444008 0.623571 0.458422 0.539027 0.434186 0.603652 0.40496 0.498968 0.456534 0.452082 0.404512 0.386378 0.759691 0.695121 0.254173 0.57377 0.482349 0.274421 0.267965 0.229806 0.223608 0.22503 0.439373 0.371648 0.209815
threshold=0 1 5.5000000000000009 2 3 4 5 4.5000000000000009 45.500000000000007 11.500000000000002 14.500000000000002 1.5000000000000002 6 33.500000000000007 7 385.00000000000006 8 42.500000000000007 321.00000000000006 9 10 10.500000000000002 6.5000000000000009 10.500000000000002 2016.5000000000002 1975.5000000000002 11 50.500000000000007 64.500000000000014 1994.5000000000002
decision_type=9 9 8 9 9 9 9 8 10 8 10 8 9 10 9 8 9 10 10 9 9 10 10 10 8 10 9 8 10 10
left_child=5 2 -2 15 -4 6 7 -1 -9 -6 -11 -5 -13 14 24 -3 -15 -18 29 20 22 -21 -16 -24 -14 26 27 -8 -28 -19
right_child=1 3 4 11 9 -7 25 8 -10 10 -12 12 13 16 19 -17 17 18 -20 21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=6.0690817441238793e-05 -0.0009106377518710002 4.2271289098592575e-05 2.4754608736674075e-05 3.9390960024790493e-05 0.0022951427710005481 -0.00043608165996473195 0.0010695798084014159 -0.00033284589920868241 5.7744000437567613e-05 3.402421218158501e-06 0.00010596282581649825 -0.00019521131457633003 -0.00088663514511350865 -1.830080364404075e-05 8.0360117176223161e-05 -2.2496926722508021e-05 0.00045000209689866798 -0.00011907406458949657 5.3512384221628267e-05 9.3569641312176891e-05 -0.00012746082981333917 -7.8849341879452947e-05 -0.00040333118131941287 7.2388115150991334e-05 -3.0724915723830252e-05 -0.00086701309938109973 -0.00075548899432575922 -0.00011399948127396659 3.3708333953908889e-05 9.6900206423347352e-05
leaf_weight=27 28 192 103 145 25 163 67 101 64 27 69 257 42 136 88 35 41 109 49 76 170 57 33 112 311 48 226 37 63 42
leaf_count=27 28 192 103 145 25 163 67 101 64 27 69 257 42 136 88 35 41 109 49 76 170 57 33 112 311 48 226 37 63 42
internal_value=0.000485053 0.00104356 0.00361977 0.000682056 0.00472889 -0.00102107 -0.000515529 0.0013399 0.000602409 0.00633333 0.00552577 0.000314472 0.000123359 0.000451056 -4.04504e-05 0.0032437 0.00161905 0.00252381 0.00159204 0.000687385 0.00016425 0.00213889 0.00142623 0.000410958 -0.00113187 -0.00133628 -0.00104569 0.000556521 -0.00158667 0.000236841
internal_weight=2943 2147 252 1895 224 796 633 192 165 121 96 1668 1523 1266 889 227 377 241 200 536 403 133 233 145 353 441 393 104 289 151
internal_count=2943 2147 252 1895 224 796 633 192 165 121 96 1668 1523 1266 889 227 377 241 200 536 403 133 233 145 353 441 393 104 289 151
cat_boundaries=0 18 47 65 66 68 71 97 99 100 101 102 103
cat_threshold=268435457 17 1677983744 524800 2 2 0 131072 33619968 134217728 8192 256 16 268435456 0 0 1073741824 256 0 0 0 0 0 0 0 2147483648 0 32768 0 133120 10240 512 268435456 0 0 0 0 10240 0 0 0 0 0 268435456 64 0 524288 2 0 33562624 2048 65536 134217728 0 268443648 0 32 32768 0 0 0 0 32 144 128 65826 1 26752 4 0 524288 268435456 2056 4 134217728 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483904 0 4194304 0 0 1073741824 1100032 34 16802912 16842850 456 16802816
is_linear=0
shrinkage=0.04


Tree=316
num_leaves=31
num_cat=15
split_feature=7 12 8 1 12 7 8 2 2 2 2 13 12 7 13 12 12 1 8 2 12 2 2 2 2 2 5 12 1 2
split_gain=2.08286 1.348 0.94105 0.782933 0.566637 0.536016 0.432839 0.46453 0.400363 0.859174 0.396084 0.708575 0.366279 0.31256 0.423016 0.389595 0.319104 0.390525 0.307612 0.306366 0.385472 0.438367 0.306091 0.558789 0.303298 0.315572 0.293005 0.290799 0.36256 0.390294
threshold=0 1 2 5.5000000000000009 3 4 5 1338.0000000000002 6.5000000000000009 21.500000000000004 24.500000000000004 6 7 8 9 10 11 5.5000000000000009 12 39.500000000000007 13 47.500000000000007 45.500000000000007 301.00000000000006 79.500000000000014 51.500000000000007 1.0000000180025095e-35 14 5.5000000000000009 52.500000000000007
decision_type=9 9 9 8 9 9 9 10 8 8 10 9 9 9 9 9 9 10 9 10 9 10 8 8 10 10 10 9 8 10
left_child=1 -1 3 4 -2 12 -7 10 -3 -10 13 27 -4 -8 15 -15 17 26 -6 -13 24 -22 -11 -24 25 -21 -16 28 29 -12
right_child=2 8 5 -5 18 6 7 -9 9 22 11 19 -14 14 16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.6421361963656674e-06 9.29303770561998e-05 8.0964541967004172e-05 2.2506086515609748e-05 5.3896511514801843e-05 4.6351172620999889e-05 -0.00028068177907528672 -7.9151653464671725e-05 0.00068026524811391081 5.2156245206276587e-06 6.2893940316731945e-05 0.00041385594333807874 -0.00028193987625683194 -0.00052738519572622441 -0.00032671536597771807 -0.00014050599784812661 6.8465806766484336e-05 7.809933962843826e-05 2.8113261618670155e-05 -0.00015008871843609975 0.00016736505604146492 0.0021897242572098382 -3.9967072311951049e-05 2.8107387348084031e-05 8.9576017072017219e-05 4.3897051926222735e-06 9.2228225796201112e-05 6.2302406637408656e-05 -0.00014547458963993839 -0.00047319191629771352 -0.00068400203834173979
leaf_weight=142 102 31 104 113 158 128 102 25 52 30 33 94 235 110 184 112 359 55 148 31 29 118 48 32 49 25 35 199 32 45
leaf_count=142 102 31 104 113 158 128 102 25 52 30 33 94 235 110 184 112 359 55 148 31 29 118 48 32 49 25 35 199 32 45
internal_value=0.00037825 0.0032948 -7.5882e-06 0.00149624 0.000704156 -0.000385817 -0.000101352 8.00961e-05 0.00543137 0.00485889 -4.96066e-06 -0.000762196 -0.00181714 0.000513569 0.000762124 -0.000721031 0.00128571 0.00022456 -0.000201894 0.000492996 0.0012332 -0.000177216 0.00684685 0.0054321 0.00293103 0.00519298 -0.000527274 -0.0021125 -0.000330579 0.00111392
internal_weight=2960 335 2625 521 408 2104 1765 1637 193 162 1612 655 339 957 855 222 633 274 306 346 252 147 110 80 105 56 219 309 110 78
internal_count=2960 335 2625 521 408 2104 1765 1637 193 162 1612 655 339 957 855 222 633 274 306 346 252 147 110 80 105 56 219 309 110 78
cat_boundaries=0 17 18 48 49 67 87 88 90 99 100 101 103 132 133 134
cat_threshold=16384 268435456 34611200 0 524320 8256 0 268443648 0 268435488 32768 8256 16 0 0 0 1073741968 67112226 0 2050 0 134217728 0 1 262144 0 0 0 0 0 10304 512 0 0 0 0 0 8192 128 0 0 0 0 16384 0 0 524288 12288 8194 3 0 603979776 2052 0 0 0 0 65536 0 0 128 0 0 0 0 4096 512 1342177280 8 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 33554432 2048 2 1051904 32 0 0 0 0 0 0 0 131072 2048 4 41986 68388864 32 0 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 524288 198914 16918816
is_linear=0
shrinkage=0.04


Tree=317
num_leaves=31
num_cat=5
split_feature=7 7 4 6 0 2 2 3 2 0 0 3 2 3 4 2 13 2 3 0 5 11 3 2 2 2 2 5 2 2
split_gain=1.34274 0.785831 0.746907 0.64369 0.613877 0.562654 0.747786 0.549166 0.487395 0.410867 0.356141 0.326166 0.344974 0.35821 0.405543 0.309853 0.508815 0.5514 0.446277 0.436857 0.426928 0.422905 0.403439 0.398861 0.387887 0.850074 0.623278 0.539006 0.514432 0.286824
threshold=0 1 10347970000.000002 2 10.500000000000002 403.00000000000006 725.00000000000011 2020.5000000000002 22.500000000000004 35.600000000000009 50.425000000000004 2019.5000000000002 81.500000000000014 2017.5000000000002 950.00000000000011 55.500000000000007 3 8.5000000000000018 2012.5000000000002 35.600000000000009 1.0000000180025095e-35 4 2003.5000000000002 24.500000000000004 11.500000000000002 9.5000000000000018 14.500000000000002 5.5000000000000009 5.5000000000000009 25.500000000000004
decision_type=9 9 8 9 10 10 10 10 8 10 10 10 10 8 10 8 9 10 10 10 10 9 8 10 10 10 10 8 10 8
left_child=3 2 -2 -1 -3 7 -7 10 -5 -8 11 12 15 -14 -15 16 17 -6 21 -17 23 -18 -23 -19 25 28 -26 -28 -24 -10
right_child=1 4 -4 8 5 6 9 -9 29 -11 -12 -13 13 14 -16 19 18 20 -20 -21 -22 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0011564574379356349 0.00044996330041771208 0.002769158494617337 3.9704938683223562e-05 -0.00026029811615753499 -0.00051651980026706323 6.1492080847171365e-05 -0.00071308444592427527 5.0334757447041621e-05 0.00077871366101502635 8.6062678406032499e-05 -0.00059291031193412186 -0.0030764793818472843 -0.00058433777225119809 2.0033588452368013e-05 -0.0010569575332493751 -0.00025611971020203072 -1.8943082160825254e-05 0.00012244090838651176 -0.00027225288800774422 4.9109484226197747e-05 -0.0004779136376855541 -0.00040897772970926283 6.5998924285651272e-05 -0.00027260585942430585 -0.0012485730114812836 0.00014247611220293742 0.00061594669281696897 7.9487684900180688e-06 -0.00011158649864806767 1.4385536658636116e-05
leaf_weight=108 37 35 183 372 99 35 28 50 28 41 44 25 64 92 27 36 111 121 38 187 45 38 133 61 44 40 43 129 60 572
leaf_count=108 37 35 183 372 99 35 28 50 28 41 44 25 64 92 27 36 111 121 38 187 45 38 133 61 44 40 43 129 60 572
internal_value=0.000606764 0.00125794 0.0034632 -0.000513292 0.000938301 0.000826632 0.00365714 0.000626343 -0.000170906 0.0012 0.000481223 0.000593973 0.000677866 -0.000934784 0.000366666 0.000927486 0.000614745 -0.000664689 0.0012612 0.00226786 0.000403508 0.00154925 0.00203213 0.00126776 0.00240889 0.00353846 0.00117972 0.0022659 0.00241237 0.000532445
internal_weight=2926 1846 220 1080 1626 1591 104 1487 972 69 1437 1393 1368 183 119 1185 962 326 636 223 227 598 487 182 449 233 216 172 193 600
internal_count=2926 1846 220 1080 1626 1591 104 1487 972 69 1437 1393 1368 183 119 1185 962 326 636 223 227 598 487 182 449 233 216 172 193 600
cat_boundaries=0 18 35 36 37 40
cat_threshold=0 1 1140850688 526848 524288 0 131072 809631744 65536 134218752 8224 448 67109008 268435456 67108864 0 0 384 2 268435456 33562624 2097152 65536 2 0 8192 0 48 32768 0 0 0 0 32 1073741952 260 4 16416 1024 524288
is_linear=0
shrinkage=0.04


Tree=318
num_leaves=31
num_cat=8
split_feature=8 7 3 7 2 12 2 2 2 3 12 3 2 12 2 13 3 5 3 2 0 0 2 2 6 2 3 3 5 2
split_gain=1.23366 1.36754 0.597251 0.471583 0.509296 0.462294 0.433709 0.409318 0.405324 1.20342 0.75749 0.484808 0.486396 0.328287 0.499307 0.520901 0.551072 0.441501 0.330728 0.271315 0.267884 0.35798 0.386333 0.303785 0.339081 0.472256 0.384509 0.32684 0.311887 0.297567
threshold=0 1 2019.5000000000002 2 27.500000000000004 3 28.500000000000004 9.5000000000000018 129.50000000000003 2017.5000000000002 4 2011.5000000000002 50.500000000000007 5 321.00000000000006 6 2010.5000000000002 1.5000000000000002 1997.5000000000002 99.000000000000014 35.600000000000009 22.250000000000004 67.500000000000014 416.00000000000006 7 25.500000000000004 2017.5000000000002 1998.5000000000002 1.5000000000000002 5.5000000000000009
decision_type=9 9 10 9 8 9 8 10 10 8 9 8 8 9 8 9 8 8 8 8 10 8 10 8 9 10 8 10 8 10
left_child=8 5 3 4 -3 6 -2 -4 10 -10 -1 -12 -13 14 15 16 -5 -17 -15 -14 21 22 -20 24 -22 26 -26 -27 -28 -30
right_child=1 2 7 13 -6 -7 -8 -9 9 -11 11 12 19 18 -16 17 -18 -19 20 -21 23 -23 -24 -25 25 27 28 -29 29 -31
leaf_value=-9.2593442108711188e-06 -0.00012670181018523276 6.3463089106498275e-05 1.4296139988737262e-05 0.00094336284329946227 8.8615154435464658e-06 -0.00020500443921464347 0.00028360403998675833 0.00010697992867907692 -0.00027390546646259339 7.4124014368285841e-05 0.00015689777792014787 7.082378458532673e-05 -0.00039683339127580974 -0.0023313906635899482 0.00024016180827394283 0.0016543376863259176 -0.00072529157214038214 1.3869291017819571e-05 -1.8275619937142552e-05 3.7379319895589553e-05 -6.6122103297778901e-05 -0.00025662404072249954 4.5867459653879818e-05 3.420941066039177e-05 0.0026299882317614097 9.841490347222715e-06 9.5644060767370514e-05 -0.00061115779780286292 -0.00061948379055531901 3.6200193648615913e-05
leaf_weight=169 53 57 38 26 69 477 54 35 28 37 30 214 35 51 31 30 84 203 237 48 257 156 71 125 30 88 30 37 42 86
leaf_count=169 53 57 38 26 69 477 54 35 28 37 30 214 35 51 31 30 84 203 237 48 257 156 71 125 30 88 30 37 42 86
internal_value=0.000494366 8.91496e-05 0.00063991 0.00049094 0.00274452 -0.00157311 0.00077966 0.00416216 0.00216084 0.00515151 0.00180282 0.00287574 0.00245637 0.000290908 0.00130909 0.000895348 -0.00132231 0.00191803 -3.2761e-05 -0.000142858 0.000106896 -0.00063656 0.000155339 0.000603447 0.000210157 0.00107407 0.00237037 -0.000793652 0.00155975 0.00068217
internal_weight=2928 2367 1783 1710 126 584 107 73 561 65 496 327 297 1584 374 343 110 233 1210 83 1159 464 308 695 570 313 188 125 158 128
internal_count=2928 2367 1783 1710 126 584 107 73 561 65 496 327 297 1584 374 343 110 233 1210 83 1159 464 308 695 570 313 188 125 158 128
cat_boundaries=0 30 48 56 57 58 59 60 61
cat_threshold=0 4 4 134217728 2147557376 1 0 2147483648 1 0 0 2052 10304 1049088 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 4096 268435456 16 603979776 2621444 0 0 131072 805306368 33554432 0 32800 0 0 0 0 0 1073745920 384 131074 128 8192 2048 0 134217728 0 8192 83888384 17870080 98336 4 196
is_linear=0
shrinkage=0.04


Tree=319
num_leaves=31
num_cat=10
split_feature=7 12 12 12 2 10 3 0 2 3 0 2 2 7 0 12 2 2 0 2 7 2 2 2 0 2 13 12 2 2
split_gain=1.14396 1.79662 0.777233 0.761241 0.762834 0.666794 0.585442 0.558622 0.435757 0.436874 0.415231 0.404096 0.345148 0.312546 0.46997 0.286872 0.748736 0.512099 0.481912 0.375552 0.273265 0.2683 0.25437 0.253269 0.249087 0.290611 0.244467 0.305375 0.496047 0.221249
threshold=0 1 2 3 535.00000000000011 4 2009.5000000000002 35.850000000000009 131.00000000000003 2008.5000000000002 42.710000000000008 131.00000000000003 19.500000000000004 5 39.07500000000001 6 73.500000000000014 70.500000000000014 15.500000000000002 29.500000000000004 7 689.50000000000011 46.500000000000007 43.500000000000007 35.600000000000009 187.50000000000003 8 9 19.500000000000004 24.500000000000004
decision_type=9 9 9 9 8 9 10 10 8 10 10 10 10 9 10 9 10 10 10 10 9 8 10 10 10 10 9 9 10 10
left_child=1 -1 6 5 11 -2 21 -6 9 15 -4 13 -11 29 -15 16 20 18 19 -17 22 -3 -7 -22 -10 -26 -16 28 -28 -5
right_child=3 2 10 4 7 8 -8 -9 24 12 -12 -13 -14 14 26 17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00075116818269653637 -0.00019569120973148463 8.6363385823590022e-05 0.00013727175213541567 -0.00043085338935822245 -6.9777204495002806e-05 -0.0017408116332969987 -0.00080358620581991007 6.4961295386515029e-05 2.0694598187071951e-05 5.8821660362295402e-06 4.2648428586194606e-05 -0.00015503382266504766 0.0001074830177047525 -0.00041587797475213035 -0.00020728198859282118 -0.00017407157373063473 6.2612699075237127e-05 -0.001013930110641353 -1.3189260376169322e-05 0.0001445689733498176 6.4332831901333363e-05 -0.00040359652881827735 2.9811455025239697e-06 -0.00017144212168573124 3.0526377344586681e-05 0.00015473516755406115 -2.1960720754573266e-07 -7.5647512701265587e-05 9.7451419522038825e-05 0.00011681750768083519
leaf_weight=107 118 147 108 121 36 101 25 77 53 94 37 73 57 180 243 36 49 56 373 30 175 35 33 25 66 51 84 173 26 160
leaf_count=107 118 147 108 121 36 101 25 77 53 94 37 73 57 180 243 36 49 56 373 30 175 35 33 25 66 51 84 173 26 160
internal_value=0.000326779 0.00213617 0.00350413 -1.59946e-05 -0.000753379 0.000641565 0.00170642 0.00235088 0.000928925 0.000625242 0.00576923 -0.00109331 0.00260526 -0.000878543 -0.0013166 0.000282138 0.00108629 -0.000355732 9.9999e-05 0.00322388 0.00042985 0.00257923 -0.000937932 0.00132701 0.00280702 0.00383051 -0.000728654 9.52372e-05 0.00165289 0.000260273
internal_weight=2949 459 352 2490 1173 1317 207 113 1199 1029 145 1060 151 987 706 878 383 495 439 66 334 182 134 200 170 117 526 283 110 281
internal_count=2949 459 352 2490 1173 1317 207 113 1199 1029 145 1060 151 987 706 878 383 495 439 66 334 182 134 200 170 117 526 283 110 281
cat_boundaries=0 18 19 21 23 24 32 34 42 43 44
cat_threshold=268566528 0 33562624 0 524322 8194 0 268443648 2048 48 32768 192 16 268435456 0 0 1073741824 128 68177184 139266 32 1183010 32 17 0 128 0 0 0 0 131072 131072 131360 32 0 0 0 0 0 0 131072 131072 12 83918848
is_linear=0
shrinkage=0.04


Tree=320
num_leaves=31
num_cat=11
split_feature=8 8 15 11 12 4 12 3 12 3 5 4 2 2 0 3 6 2 0 3 2 2 2 12 2 2 6 2 12 2
split_gain=1.41604 0.808703 0.73452 0.76573 0.662671 0.616636 0.611939 0.57663 0.545955 0.482613 0.429175 0.418456 0.399437 0.371354 0.361553 0.352756 0.49012 0.5264 0.439768 0.405844 0.387979 0.439211 0.373285 0.344703 1.03247 0.327604 0.29391 0.390404 0.434033 0.360857
threshold=0 1 2 3 4 9736.0000000000018 5 2018.5000000000002 6 2006.5000000000002 1.5000000000000002 18214475000.000004 11.500000000000002 31.500000000000004 10.500000000000002 2019.5000000000002 7 39.500000000000007 42.960000000000008 1999.5000000000002 28.500000000000004 16.500000000000004 33.500000000000007 8 4.5000000000000009 80.500000000000014 9 4.5000000000000009 10 41.500000000000007
decision_type=9 9 9 9 9 10 9 8 9 8 8 10 8 10 10 8 9 10 10 10 10 10 10 9 10 10 9 10 9 10
left_child=6 10 12 5 9 8 -1 -6 -4 -5 -2 13 -3 -8 -9 19 -17 18 23 22 21 -21 -10 24 -18 -15 27 -16 -29 -30
right_child=1 2 3 4 7 -7 11 14 15 -11 -12 -13 -14 25 26 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=3.276614544967558e-06 5.1235502278589495e-05 0.0002060251078137743 -0.00014837135302803349 1.895059178064987e-05 -0.00039711690635457048 -0.00065260130431034791 6.4012828109732246e-05 -0.0034808156332919609 -0.00044887744210200922 -0.00027678887079009317 -0.00029476802726083215 -9.0647000834592745e-05 5.5058978379380198e-05 0.00026206097317426046 -0.00012377269114181188 1.3684767995447793e-05 0.00019079456350367294 0.00027817946549745897 0.00021980182680745615 -2.1491205515492182e-05 -0.0018389861603769822 0.0010797810139060815 0.0019291976069008006 8.1274671406433456e-06 9.5899691913276048e-05 5.6060693495716601e-06 -1.9710999470823737e-05 -2.217086108287135e-05 0.00029593929126948948 3.782241706308786e-05
leaf_weight=104 49 31 123 35 75 61 169 25 29 357 229 25 126 45 100 142 27 89 53 93 54 31 30 197 74 31 144 123 144 133
leaf_count=104 49 31 123 35 75 61 169 25 29 357 229 25 126 45 100 142 27 89 53 93 54 31 30 197 74 31 144 123 144 133
internal_value=0.000708036 0.000365183 0.000613783 0.000411162 -0.000299914 0.00121104 0.00297143 0.000402648 0.00147614 -0.00160794 -0.00163322 0.00398576 0.00316667 0.00463415 0.000782089 0.00183614 0.00238765 0.00301552 0.002375 0.000554621 -0.000402236 0.000831999 0.0034 0.00176589 0.00353571 0.00696104 0.000967441 0.001409 0.00199501 0.00281944
internal_weight=2948 2574 2296 2139 1136 1003 374 744 942 392 278 270 157 245 669 819 582 440 351 237 178 124 59 298 101 76 644 500 400 277
internal_count=2948 2574 2296 2139 1136 1003 374 744 942 392 278 270 157 245 669 819 582 440 351 237 178 124 59 298 101 76 644 500 400 277
cat_boundaries=0 30 59 60 63 65 67 68 69 71 72 73
cat_threshold=0 2 0 134217728 0 1 0 2147483648 0 0 0 2048 8192 1536 0 0 0 0 0 2048 0 0 0 0 0 1342226432 0 0 0 12288 1342177296 0 0 0 65536 0 262144 0 0 0 0 0 0 1048576 0 0 0 0 33554432 8192 0 0 0 8 0 0 0 0 524416 136839168 4 1049088 524288 67142946 2 68864 32 27648 272 16810016 32 396 17973248
is_linear=0
shrinkage=0.04


Tree=321
num_leaves=31
num_cat=16
split_feature=8 7 0 7 15 12 8 3 11 0 5 7 17 0 6 5 8 1 0 3 3 8 12 6 0 1 1 13 0 13
split_gain=2.4794 1.44225 0.770309 0.742723 0.69693 0.508442 0.537172 0.432316 0.431455 0.71496 0.418652 0.396975 0.461612 0.385119 0.555534 0.380168 0.374229 0.338998 0.328317 0.325812 0.50026 0.269748 0.321563 0.336849 0.269592 0.267107 0.253614 0.231623 0.226886 0.224497
threshold=0 1 43.675000000000004 2 3 4 5 2018.5000000000002 6 31.500000000000004 1.5000000000000002 7 8 35.850000000000009 9 1.0000000180025095e-35 10 5.5000000000000009 45.425000000000004 2013.5000000000002 2004.5000000000002 11 12 13 40.250000000000007 3.5000000000000004 4.5000000000000009 14 33.175000000000004 15
decision_type=9 9 10 9 9 9 9 10 9 10 8 9 9 10 9 10 9 8 8 10 10 9 9 9 10 10 10 9 10 9
left_child=2 17 10 -3 -5 6 8 11 -6 -10 -1 28 29 -14 15 25 -7 -2 21 20 26 -18 -23 -24 -19 -15 -12 -25 -8 -13
right_child=1 3 -4 4 5 16 7 -9 9 -11 19 12 13 14 -16 -17 18 24 -20 -21 -22 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010113119151694375 5.8207199755274022e-05 -0.00094298527938989493 -0.0006702919501346057 3.2950948012199851e-05 -6.8921466935136891e-05 -0.00025870758425080036 -3.6355089341305655e-05 0.000207754359293472 0.00044213488556069921 2.4750790929217714e-05 6.1774910052703736e-05 -0.00054869931613660142 -0.00096360977368432747 0.00013662401554496724 -4.3807038534898202e-06 0.00010992425342242242 0.00010900739703057366 4.301663686008898e-05 -0.00085330836035918834 7.7572851902861651e-06 0.00029880259220676754 1.4324923934393219e-05 -0.00048107951707546229 -0.0001813167959884299 7.3262013498423873e-05 2.2017835063967251e-05 4.4635219745283522e-05 1.4992721375517433e-05 -0.00070004719060747238 -8.5179192913806032e-07
leaf_weight=35 136 121 42 163 107 104 25 61 38 94 28 105 70 28 150 27 152 39 62 30 26 374 188 100 36 103 162 176 89 110
leaf_count=35 136 121 42 163 107 104 25 61 38 94 28 105 70 28 150 27 152 39 62 30 26 374 188 100 36 103 162 176 89 110
internal_value=0.000548624 0.000137878 0.00379641 -0.000141579 2.39614e-05 -0.000171114 0.0004833 -4.10792e-05 0.002096 0.00358042 0.00466667 -0.000322035 0.000112582 0.000946014 0.00157929 0.00312426 -0.000740361 0.00322522 -0.000496708 0.00524696 0.00578802 -0.000322907 -0.000603063 -0.00129684 0.00552631 0.00239394 0.00502618 -0.00036237 -0.002368 -0.00132743
internal_weight=2981 2658 323 2447 2326 2163 1007 768 239 132 281 707 593 378 308 158 1156 211 1052 246 216 990 838 464 75 131 190 276 114 215
internal_count=2981 2658 323 2447 2326 2163 1007 768 239 132 281 707 593 378 308 158 1156 211 1052 246 216 990 838 464 75 131 190 276 114 215
cat_boundaries=0 30 47 65 66 68 97 98 110 111 112 133 156 158 159 160 161
cat_threshold=16 1048578 0 134217728 1073741824 1 0 2147483648 0 0 0 2048 64 1049600 268435456 0 0 0 0 10242 0 0 0 0 0 1342193664 64 0 0 4096 268435456 0 1644175360 0 32 64 0 8192 0 16 32768 0 128 268435456 0 0 16 0 16 67108864 0 0 0 0 268435456 0 134217728 0 2097152 0 0 67108864 0 0 384 136839168 85065826 2 0 8 0 0 0 0 0 0 0 0 0 131076 10240 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 32 0 128 0 4 0 0 131072 0 33554432 32 0 128 10 284 268435456 8 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 256 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 4096 0 128 0 4194304 73728 32 264 4 12
is_linear=0
shrinkage=0.04


Tree=322
num_leaves=31
num_cat=17
split_feature=8 9 7 11 7 1 1 3 8 17 9 12 1 5 11 6 1 12 5 9 1 3 13 3 3 3 12 5 12 12
split_gain=1.5425 0.970301 0.72975 0.558933 0.613359 0.544644 0.509378 0.48504 0.465724 0.49166 0.423177 0.737805 0.374655 0.671744 0.325925 0.330912 0.329413 0.311684 0.293925 0.288229 0.277962 0.304476 0.277944 0.415568 0.263954 0.261947 0.245143 0.204982 0.163578 0.153599
threshold=0 1 2 3 4 3.5000000000000004 3.5000000000000004 2019.5000000000002 5 6 7 8 5.5000000000000009 10.500000000000002 9 10 5.5000000000000009 11 2.5000000000000004 12 4.5000000000000009 2011.5000000000002 13 1994.5000000000002 2020.5000000000002 1.0000000180025095e-35 14 3.5000000000000004 15 16
decision_type=9 9 9 9 9 10 10 10 9 9 9 9 10 8 9 9 10 9 8 9 10 8 9 10 8 10 9 8 9 9
left_child=1 6 5 18 26 -2 -1 8 25 19 17 22 13 -7 15 -13 -16 -11 -4 -10 -3 -22 29 -24 -15 -6 -5 -8 -21 -12
right_child=2 20 3 4 7 12 27 -9 9 10 11 14 -14 24 16 -17 -18 -19 -20 28 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.7913295401581597e-05 8.3025507571218466e-05 3.1438420197226162e-05 4.2055491470351649e-05 -0.00065449809781014485 7.8017498208109609e-05 0.00026472399888731956 3.0520621425410038e-06 0.00011345225105759532 7.8800094163362299e-06 7.8413526702978984e-05 -5.0465052192660186e-05 0.00029014724700423866 -5.7975209728642744e-05 -0.00043439493116650241 6.75216656819637e-05 5.2705724372828706e-05 -0.00033189838063343293 -6.4974974777738797e-05 -0.00040944975994858896 -0.0002769359267593809 5.5133485240552053e-05 5.9290153258674757e-05 8.404763891907052e-06 0.00026423686110428569 6.6792618928394044e-05 -0.0011069658538753171 -2.399232864382312e-05 -0.0016174883040797853 -0.00010284831880859476 -0.0029838162297270323
leaf_weight=27 26 55 35 101 108 29 41 58 120 109 100 111 36 42 221 128 53 188 208 105 40 227 183 30 76 25 154 65 135 103
leaf_count=27 26 55 35 101 108 29 41 58 120 109 100 111 36 42 221 128 53 188 208 105 40 227 183 30 76 25 154 65 135 103
internal_value=0.000763264 0.00287554 0.000362324 0.00014873 0.000368085 0.00256364 -8.33342e-05 0.000633109 0.000513953 0.000310581 0.000691996 0.00111064 0.0018913 0.00278378 0.0021145 0.003216 0.00106667 -0.000610391 -0.00162205 -0.000970351 0.00406006 0.00362686 -0.000149884 0.000839285 0.00141176 0.00269444 -0.00142857 -0.0013458 -0.00175299 -0.00117757
internal_weight=2939 455 2484 2275 2032 209 133 1777 1719 1586 1226 929 183 147 513 239 274 297 243 360 322 267 416 213 118 133 255 106 240 203
internal_count=2939 455 2484 2275 2032 209 133 1777 1719 1586 1226 929 183 147 513 239 274 297 243 360 322 267 416 213 118 133 255 106 240 203
cat_boundaries=0 30 32 49 52 69 90 91 93 95 98 99 100 102 103 104 105 106
cat_threshold=0 1048578 4 134217728 3221291008 1 0 2147483648 0 32768 0 0 8256 1049088 0 0 0 0 0 8192 0 0 0 0 0 49152 64 0 524288 4096 0 12292 2 16 1140858880 2097152 0 64 0 8192 0 32 0 0 0 0 0 0 16 67141633 66592 4096 0 0 0 4 0 0 0 805306368 0 134217728 32 384 0 268435456 0 0 1073745920 16 8 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 128 11 0 16532 67330368 2 4 2147483648 524288 328 10498 0 4096 2 1114210 32770 67133504
is_linear=0
shrinkage=0.04


Tree=323
num_leaves=31
num_cat=11
split_feature=7 8 7 11 3 2 3 18 8 0 0 8 2 5 2 10 4 11 0 0 7 2 6 2 2 2 0 0 2 2
split_gain=1.58537 0.892441 0.880089 0.788387 1.3739 0.729376 0.648928 0.875313 0.613873 0.641299 0.56165 0.561099 0.685492 0.544876 0.534845 0.484295 0.538243 0.504778 0.826691 0.581014 0.547461 0.47241 0.440713 0.59835 0.541658 0.440534 0.43891 0.566129 0.380864 0.371738
threshold=0 1 2 3 2000.5000000000002 535.00000000000011 1998.5000000000002 4 5 21.500000000000004 50.425000000000004 6 12.500000000000002 2.5000000000000004 3.5000000000000004 7 1050.0000000000002 8 42.710000000000008 42.250000000000007 9 698.00000000000011 10 3.5000000000000004 73.500000000000014 47.500000000000007 28.500000000000004 39.07500000000001 30.500000000000004 40.500000000000007
decision_type=9 9 9 9 10 10 10 9 9 10 8 9 8 8 8 9 8 9 10 10 9 8 9 10 10 10 10 10 8 8
left_child=14 5 3 4 -3 11 7 -5 9 -4 15 26 -13 -11 -1 -10 -17 19 20 22 25 -22 -18 -24 -25 -19 -2 -28 -16 -30
right_child=1 2 8 6 -6 -7 -8 -9 10 13 -12 12 -14 -15 28 16 17 18 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=2.2941276259292727e-05 0.00076007697749804523 0.00026543656682765379 0.00021887232689242781 0.00012864356856628765 6.1733549126108098e-06 6.2016008428279949e-05 0.000137089529997621 -0.0002878139366330239 -0.0001481610942869996 0.00022967703608429453 -0.0018787719264394343 7.2468066198850138e-05 6.1940074350910065e-05 -0.00057331047670450025 -0.0012710054169655313 -3.2330627652437738e-05 1.3403177447463006e-05 0.000266294921353213 4.7624028891893547e-05 -0.00050875766255249581 -4.4606625105461107e-05 5.0983930510141849e-05 0.00075982096856730191 0.00010520551123822808 0.00012630946077770547 -7.6629916270899426e-06 -0.00022238812347624625 2.2735219255188981e-05 0.00053419914806105459 -3.6362273621453859e-05
leaf_weight=48 26 63 28 29 38 26 26 82 176 58 38 40 129 188 209 90 167 96 74 62 351 103 39 326 38 41 47 61 50 178
leaf_count=48 26 63 28 29 38 26 26 82 176 58 38 40 129 188 209 90 167 96 74 62 351 103 39 326 38 41 47 61 50 178
internal_value=0.000741802 0.0011545 0.000841807 0.00308434 0.00567857 0.00307059 0.000891891 -0.000392858 0.000540826 -0.00117895 0.00084119 0.0025921 0.00402222 -0.00187854 -0.00133065 0.000964193 0.0012103 0.00142681 0.000621301 0.00222706 0.000128377 -0.000550539 0.002662 0.00335266 0.00291507 0.00224324 0.000441378 -0.000660551 -0.00179909 -0.000663756
internal_weight=2927 2442 2113 238 101 329 137 111 1875 274 1601 303 169 246 485 1563 1387 1297 665 632 591 454 570 403 364 137 134 108 437 228
internal_count=2927 2442 2113 238 101 329 137 111 1875 274 1601 303 169 246 485 1563 1387 1297 665 632 591 454 570 403 364 137 134 108 437 228
cat_boundaries=0 18 47 65 66 67 94 117 118 120 127 128
cat_threshold=16384 268435504 537133056 786944 524288 0 33554432 537001984 0 0 0 256 0 268435456 67108864 0 0 768 0 4 0 134217728 0 0 0 0 1 32768 0 2048 64 512 0 0 0 0 4096 8192 0 0 4194304 0 0 0 64 0 524288 0 128 33554432 0 0 8256 0 8192 2048 32 32768 0 0 0 0 0 16 128 16420 4 268435456 8 4 0 65536 1 262144 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 256 0 0 8 0 0 4 0 4 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 4096 8192 0 0 4194304 17 32772 1024 0 0 0 0 0 0 131072 20
is_linear=0
shrinkage=0.04


Tree=324
num_leaves=31
num_cat=10
split_feature=8 7 2 7 12 2 12 2 11 0 0 2 11 2 0 12 3 2 3 2 12 2 2 3 3 2 2 7 2 0
split_gain=1.92068 1.17654 1.0407 0.839216 0.766464 0.724007 0.552732 0.480487 0.416962 0.893358 0.621833 0.431754 0.390061 0.394898 0.384105 0.366562 0.407164 0.343013 0.34096 0.30788 0.277356 0.266232 0.223789 0.465721 0.409743 0.300094 0.359354 0.224106 0.891911 0.506778
threshold=0 1 61.500000000000007 2 3 11.500000000000002 4 16.500000000000004 5 32.500000000000007 39.07500000000001 88.500000000000014 6 194.50000000000003 37.250000000000007 7 2003.5000000000002 14.500000000000002 2020.5000000000002 3.5000000000000004 8 39.500000000000007 41.500000000000007 2015.5000000000002 2006.5000000000002 108.50000000000001 262.50000000000006 9 29.500000000000004 16.750000000000004
decision_type=9 9 10 9 9 8 9 8 9 10 10 10 9 8 10 9 10 10 10 10 9 10 10 10 10 10 10 9 10 10
left_child=2 4 5 -3 21 -1 18 -7 11 -10 -11 -6 13 15 -9 17 -17 -8 22 -14 -21 -2 23 27 25 -24 -27 28 29 -5
right_child=1 3 -4 6 8 7 12 14 9 10 -12 -13 19 -15 -16 16 -18 -19 -20 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=6.2775859077270023e-05 2.3840512796170556e-05 -0.00023318616499459009 9.2478635448705189e-05 -0.0014872395700980094 3.7401336947961933e-05 -0.0011484581779466552 -2.0408928480405595e-05 9.0887170631057446e-05 0.00074230624173574316 -0.00017965701949931818 0.00015384208928894322 -0.0014086704031338433 -0.0002934701446635769 0.00043033140250807504 2.254495154520916e-05 2.8381710916454362e-06 -0.00070109263320740291 0.00039444875058457132 5.8445907097067612e-05 2.4209097440505244e-06 -0.00039407795120932832 -0.00061361330889243523 -7.2173831960127311e-05 -0.0014585439713914101 0.00014075161091429888 0.0010974026572287952 -1.5490312316757127e-06 2.5609029114829794e-05 0.0016685188802205654 0.0011566673994554402
leaf_weight=90 58 125 100 33 83 39 51 60 26 27 62 28 83 26 194 294 67 51 25 256 186 52 172 41 29 26 30 511 30 40
leaf_count=90 58 125 100 33 83 39 51 60 26 27 62 28 83 26 194 294 67 51 25 256 186 52 172 41 29 26 30 511 30 40
internal_value=0.000780386 0.000310358 0.00305263 -4.98332e-05 0.00246686 0.00215625 0.000161059 0.00118367 0.00378059 0.00555555 0.00404444 0.00160656 -0.000483903 0.000327999 0.00181961 6.03439e-05 -0.000548388 0.0020531 0.000856539 -0.00123134 -0.000830701 -0.000330579 0.000736034 0.00112805 -0.000263567 -0.000838429 0.00168421 0.00140488 0.00305263 0.000918918
internal_weight=2895 2412 483 2076 336 383 1951 293 226 115 89 111 1014 489 254 463 361 102 937 525 442 110 912 655 257 228 56 614 103 73
internal_count=2895 2412 483 2076 336 383 1951 293 226 115 89 111 1014 489 254 463 361 102 937 525 442 110 912 655 257 228 56 614 103 73
cat_boundaries=0 30 47 65 67 68 70 73 74 76 84
cat_threshold=0 2 4 134217728 3221233664 1 0 0 0 32768 0 2048 0 1049088 0 4096 0 0 0 8192 256 0 0 0 0 16384 64 0 0 8192 268435458 128 67117056 0 0 134217728 0 8192 33556480 0 32768 64 0 0 0 0 16 1 16 536870912 0 0 0 0 268435456 0 134217728 0 2097408 0 0 0 0 4096 256 17843232 32 68248578 36 512 4 1536 524288 16908320 34880 32 0 0 1048576 4 0 0 0 537001984
is_linear=0
shrinkage=0.04


Tree=325
num_leaves=31
num_cat=10
split_feature=7 8 2 12 7 12 7 0 2 6 2 2 0 2 2 2 7 3 2 2 0 1 5 6 1 0 12 2 0 2
split_gain=1.92854 0.947197 0.83791 0.637017 0.523706 0.470731 0.468727 0.961034 0.4605 0.415126 0.595264 0.510486 0.427334 0.455714 0.396664 0.547333 0.386063 0.365758 0.338601 0.335405 0.593977 0.442189 0.532972 0.408082 0.380202 0.506295 0.374261 0.377551 0.319581 0.299466
threshold=0 1 321.00000000000006 2 3 4 5 39.07500000000001 53.500000000000007 6 45.500000000000007 46.500000000000007 44.07500000000001 16.500000000000004 63.500000000000007 21.500000000000004 7 2018.5000000000002 2.5000000000000004 5.5000000000000009 40.250000000000007 4.5000000000000009 4.5000000000000009 8 5.5000000000000009 29.500000000000004 9 33.500000000000007 15.500000000000002 14.500000000000002
decision_type=9 9 10 9 9 9 9 10 10 9 8 8 10 10 10 10 9 10 10 10 10 10 8 9 10 8 9 10 10 8
left_child=2 14 3 29 -3 6 7 -6 9 11 -11 12 13 -5 15 -2 -7 19 -18 21 23 -8 -23 24 -21 -26 -25 -28 -20 -1
right_child=1 4 -4 8 5 16 17 -9 -10 10 -12 -13 -14 -15 -16 -17 18 -19 28 20 -22 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=3.4483691632888848e-05 6.2631802793075916e-05 -0.00082329631435006795 9.8530148211153779e-05 2.9642193392637904e-05 -6.530186783650937e-06 -0.00092375907832612956 0.0003806090241391242 0.00023122944097860303 -1.4403297948231221e-05 -5.9533932478170099e-05 8.7608157646750382e-05 2.9974817357221661e-05 8.8418043251151297e-05 8.519763268874893e-05 0.00014476068246048099 -8.1176332617991184e-05 -0.00018183738089366067 4.7584259476632357e-05 8.281178775499866e-05 -2.6437696459755472e-05 -0.0006101343862945258 7.8901215342061412e-05 -1.5704758307445866e-05 -3.8347684689886506e-06 -4.5810790436219641e-05 0.00021756669697296449 0.00015900195446036006 0.00046104005044537852 -9.458777535105511e-06 -0.00019515114922973633
leaf_weight=37 178 112 41 44 66 118 38 39 43 73 30 39 27 25 44 45 90 60 168 462 99 41 156 118 56 32 92 38 498 63
leaf_count=37 178 112 41 44 66 118 38 39 43 73 30 39 27 25 44 45 90 60 168 462 99 41 156 118 56 32 92 38 498 63
internal_value=0.000562394 0.000140569 0.00303002 0.00250262 -0.00012729 1.64977e-05 0.00049847 0.00293103 0.00341096 0.00421757 0.00164912 0.00561644 0.00758763 0.00577143 0.00234532 0.00173214 -0.000696046 0.000259351 -0.000344199 9.88517e-05 -0.000253899 0.00144068 0.000666666 0.000110137 -0.00049911 0.00188764 0.00142085 0.00283688 -3.5983e-05 -0.000360361
internal_weight=2972 2550 422 381 2283 2171 1297 105 281 238 103 135 96 69 267 223 874 1192 756 1132 897 235 197 798 550 88 248 130 666 100
internal_count=2972 2550 422 381 2283 2171 1297 105 281 238 103 135 96 69 267 223 874 1192 756 1132 897 235 197 798 550 88 248 130 666 100
cat_boundaries=0 17 43 45 63 64 73 74 83 84 85
cat_threshold=268435458 0 33562624 2099200 524320 134217792 0 268443648 0 48 32768 8256 144 0 0 0 4240 16 1048578 4 0 2147483648 1 0 0 0 0 0 0 64 512 0 4096 0 0 0 0 0 0 0 0 0 16384 67174432 32 0 16 262144 524288 2 2 0 0 33554432 134217728 0 0 0 0 0 0 0 256 68272450 0 0 67108864 4 0 0 0 0 2048 216 0 0 67108864 4 0 0 0 536870912 2048 284 65538
is_linear=0
shrinkage=0.04


Tree=326
num_leaves=31
num_cat=11
split_feature=7 11 1 12 12 7 0 2 4 12 17 7 2 0 2 12 0 2 2 4 2 2 3 12 0 3 2 12 2 2
split_gain=1.32437 0.856493 0.798545 0.693342 0.505289 0.547761 0.532569 0.746857 0.47264 0.430446 0.439922 0.490887 0.607458 0.895743 0.646254 0.589079 0.420298 0.410033 0.433163 0.450525 0.404749 0.39661 0.31846 0.347354 0.340415 0.31435 0.302252 0.288992 0.614841 0.564832
threshold=0 1 4.5000000000000009 2 3 4 29.500000000000004 32.500000000000007 1317685000.0000002 5 6 7 33.500000000000007 38.20000000000001 12.500000000000002 8 40.250000000000007 63.500000000000007 26.500000000000004 6050.0000000000009 9.5000000000000018 90.500000000000014 2006.5000000000002 9 35.850000000000009 2020.5000000000002 46.500000000000007 10 151.50000000000003 24.500000000000004
decision_type=9 9 8 9 9 9 10 10 8 9 9 9 8 10 10 9 10 10 10 8 10 8 8 9 10 8 10 9 8 10
left_child=3 4 -3 20 -2 6 7 -6 -5 -4 16 -12 14 21 22 -15 17 18 19 -11 -1 -14 -13 -24 -25 -21 -22 28 29 -10
right_child=1 2 9 8 5 -7 -8 -9 27 10 11 12 13 15 -16 -17 -18 -19 -20 25 26 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00041621376558496312 -0.00078131169534364543 6.0065667183207412e-05 -8.3674368446992072e-05 0.00017105090120956724 0.00017640510502013875 -2.0136368530239723e-05 0.00015615016517417994 -0.00065433124636980094 0.0019595613025235499 -0.00073069324049449165 -4.7261401379937642e-05 0.0001321419937118879 0.00047068745196084702 5.894317533808921e-05 -5.8127742065072002e-05 0.00057002275604919319 -0.00065745578434154759 0.00010305143904586845 -6.2386977812128544e-05 -0.0001815188747902949 7.3108338509409148e-05 -2.300598122703612e-05 0.00010862556400554944 0.0004190428112944239 -3.1863400231101634e-05 4.6499416360726315e-05 -0.0001275585302240397 2.4170352794723669e-05 0.00013426436241058281 -7.9941245438937579e-05
leaf_weight=48 247 61 268 46 58 299 35 49 43 40 109 28 37 124 236 121 95 26 70 34 33 92 122 36 153 125 38 215 28 36
leaf_count=48 247 61 268 46 58 299 35 49 43 40 109 28 37 124 236 121 95 26 70 34 33 92 122 36 153 125 38 215 28 36
internal_value=0.000552657 0.000169627 0.000633109 0.00243373 -0.0010186 -0.000185842 0.00177778 0.000481481 0.00329288 0.000475247 0.000745715 0.00116745 0.0014625 0.00273067 0.000659721 0.00414634 -0.000399003 0.000337837 -0.000133334 0.000819999 -0.000276924 3.07683e-05 0.00177647 0.00139743 0.000219999 0.001775 0.00161111 0.00282353 0.00450847 0.00305
internal_weight=2952 2465 1777 487 688 441 142 107 368 1716 1448 1058 949 374 575 245 390 295 269 199 119 129 339 311 189 159 71 322 107 79
internal_count=2952 2465 1777 487 688 441 142 107 368 1716 1448 1058 949 374 575 245 390 295 269 199 119 129 339 311 189 159 71 322 107 79
cat_boundaries=0 18 21 23 24 33 35 36 52 53 54 56
cat_threshold=3 16 67108864 128 524322 66 4194304 8192 0 8240 40960 0 0 268435456 0 0 4112 128 33 1536 4097 68290656 2 1279232 0 128 0 0 0 0 131072 0 65536 1064960 32 10 0 129 1073741824 2099200 0 0 0 0 33554432 0 0 128 0 0 0 32 74786 65538 16867328 32
is_linear=0
shrinkage=0.04


Tree=327
num_leaves=31
num_cat=12
split_feature=7 7 3 12 1 11 9 0 11 4 3 0 0 12 3 5 4 4 14 3 1 4 9 3 11 12 1 1 3 9
split_gain=1.78095 0.967254 0.669032 0.580669 0.792861 0.620989 0.613875 1.08459 0.64056 0.544428 0.450643 0.443838 0.385946 0.367877 0.366725 0.313365 0.290788 0.289615 0.317499 0.274736 0.257572 0.221767 0.288042 0.389429 0.312409 0.324875 0.675941 0.245896 0.229963 0.215042
threshold=0 1 2007.5000000000002 2 4.5000000000000009 3 4 39.07500000000001 5 9330535000.0000019 1998.5000000000002 35.850000000000009 50.425000000000004 6 2016.5000000000002 10.500000000000002 3425710000.0000005 972430000.00000012 7 2000.5000000000002 5.5000000000000009 8.0000000000000018 8 2022.5000000000002 9 10 5.5000000000000009 5.5000000000000009 1975.5000000000002 11
decision_type=9 9 10 9 8 9 9 10 9 10 10 10 8 9 10 8 10 10 9 8 8 10 9 8 9 9 10 8 10 9
left_child=2 13 9 4 -3 -5 7 -6 -8 11 -9 -1 14 -2 17 -13 -17 18 19 -10 -15 22 24 -24 25 -7 28 -23 -27 -21
right_child=1 3 -4 5 6 21 8 10 12 -11 -12 15 -14 20 -16 16 -18 -19 -20 29 -22 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=5.5511334772555222e-05 -0.00078876538081808711 0.0002281474839457531 8.6899415749110156e-05 7.437844591846666e-05 0.0022498292824989609 -0.00039436876832775518 -0.00086878920695828571 -0.00010296099568870871 -0.00021089055215085602 8.1051923193005854e-05 0.00024751725145634305 3.3643375374355883e-05 -0.00063115745680550935 -2.0465975948815023e-05 -0.00026752899629902213 -1.7164440331528379e-06 5.8448057113126742e-05 -0.00013142894016894503 7.7818679322668558e-05 7.3687370429288044e-06 0.00013583772323981451 -0.00043641074867981539 0.00016967059302389517 -1.5163491978367849e-05 -1.5745340205194089e-06 -6.5505788148597868e-06 0.00093239245615975134 -1.8315202332187147e-06 -0.0012591861368644597 0.00010061653488617633
leaf_weight=45 214 52 35 122 35 116 144 69 51 26 35 42 25 203 58 176 28 39 100 161 72 79 43 177 338 77 25 35 46 278
leaf_count=45 214 52 35 122 35 116 144 69 51 26 35 42 25 203 58 176 28 39 100 161 72 79 43 177 338 77 25 35 46 278
internal_value=0.000439768 7.06324e-05 0.00306336 0.000444233 0.00110775 -0.000217026 0.000863453 0.00322667 0.000433678 0.00255346 0.00137143 0.00204109 0.00092946 -0.001512 0.00112209 0.00136032 0.000702438 0.00140317 0.00162436 0.00111776 -0.000489511 -0.000574447 -0.00034994 0.0008658 -0.000796086 -0.00180364 -0.000452831 -0.00222609 -0.00170968 0.00146364
internal_weight=2946 2594 352 2105 1047 1058 995 139 856 317 104 291 712 489 687 246 204 629 590 490 275 936 822 220 602 264 148 114 123 439
internal_count=2946 2594 352 2105 1047 1058 995 139 856 317 104 291 712 489 687 246 204 629 590 490 275 936 822 220 602 264 148 114 123 439
cat_boundaries=0 17 35 36 39 41 43 44 45 47 49 51 53
cat_threshold=268435458 0 33562624 0 524322 134225984 0 8192 0 48 32768 64 0 268435456 0 32 16 0 0 536870912 524288 0 2 0 805437440 0 8192 32 2097536 67108864 0 0 0 1073741824 256 68224290 16384 2147483648 524288 0 16512 16416 2147484160 84968738 8192 0 2180 4 1024 155648 32 0 4116
is_linear=0
shrinkage=0.04


Tree=328
num_leaves=31
num_cat=12
split_feature=8 2 2 2 0 11 3 8 0 2 2 12 3 2 17 6 12 0 4 11 12 2 12 2 8 2 4 2 2 12
split_gain=2.09061 0.845375 0.708698 0.450062 0.463854 0.431186 0.469446 0.431119 0.43061 0.42148 0.407853 0.481423 0.552031 0.379156 0.370043 0.518297 0.46825 0.846184 0.638685 0.328473 0.454503 1.03791 0.363406 0.336931 0.309967 0.378364 0.371741 0.305315 0.47489 0.301835
threshold=0 535.00000000000011 5.5000000000000009 1550.0000000000002 35.850000000000009 1 2007.5000000000002 2 40.250000000000007 35.500000000000007 2.5000000000000004 3 2001.5000000000002 46.500000000000007 4 5 6 32.500000000000007 120418.00000000001 7 8 11.500000000000002 9 5.5000000000000009 10 14.500000000000002 18214475000.000004 48.500000000000007 8.5000000000000018 11
decision_type=9 10 8 10 10 9 10 9 8 10 8 9 10 10 9 9 9 10 10 9 9 8 9 10 9 10 10 10 10 9
left_child=2 5 -1 4 -3 10 7 -7 9 -8 -2 -12 13 29 16 -16 -9 -18 -19 20 21 23 -21 -17 26 -26 -4 28 -22 -13
right_child=1 3 24 -5 -6 6 8 14 -10 -11 11 12 -14 -15 15 19 17 18 -20 22 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00028767530478898733 -0.00083186553128227901 6.3000001992087783e-05 5.1284283085418502e-05 -4.5021142042294196e-06 1.419211835142442e-05 -0.00044348412687493033 1.8522741536721275e-05 -0.0001114414229526625 -0.0012129202479918314 0.00013444527977805629 -0.00037412915796714789 -1.0782912487915243e-05 -0.00035860399128634721 -1.6439323519148323e-05 -0.00033971397372127435 0.0010107449184718464 0.00035649610166601858 6.1044037731851735e-05 -0.00098797906406797894 6.443653735085529e-05 0.00012122558436013536 0.00031002523403762052 -8.2098648083566168e-05 -0.001433370141447219 2.9293021126676772e-05 0.00014376418683372625 -0.00014862111603774534 0.00027835734591633769 -0.0003163073811752172 0.0010451393209865174
leaf_weight=45 63 25 151 30 30 135 161 107 29 38 221 113 63 145 252 37 32 206 31 106 46 142 195 39 58 73 31 84 103 152
leaf_count=45 63 25 151 30 30 135 161 107 29 38 221 113 63 145 252 37 32 206 31 106 46 142 195 39 58 73 31 84 103 152
internal_value=0.000457879 5.39282e-05 0.00327371 0.00395349 0.00607143 -7.9969e-05 0.000266818 1.31917e-05 0.00195633 0.00262 -0.000869793 -0.000598562 0.000140495 0.000681264 0.000230049 -0.0001734 0.00128165 0.00215714 0.00139496 0.000356487 0.0010303 0.00230568 -0.000653847 -0.00135065 0.00403822 0.00560563 0.00244559 -0.000213116 -0.00130667 0.00157895
internal_weight=2943 2585 358 85 55 2500 1743 1515 228 199 757 694 473 410 1380 1004 376 269 237 752 451 218 301 76 313 131 182 233 149 265
internal_count=2943 2585 358 85 55 2500 1743 1515 228 199 757 694 473 410 1380 1004 376 269 237 752 451 218 301 76 313 131 182 233 149 265
cat_boundaries=0 30 33 57 59 60 61 62 65 66 67 87 89
cat_threshold=0 2050 0 134217728 0 1 0 2147483648 0 32768 0 0 64 1049088 268435456 0 0 0 0 10240 0 0 0 0 0 268451840 0 0 0 4096 16416 1573888 1 268435456 8 4 0 2147483648 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 8 68193536 2 56 260 1056770 4 0 524288 16811298 1155136 0 2 0 0 0 0 0 2147483648 0 0 0 0 0 512 268435456 0 0 0 0 8192 196608 32
is_linear=0
shrinkage=0.04


Tree=329
num_leaves=31
num_cat=13
split_feature=8 4 8 2 8 5 3 12 2 12 2 2 2 2 15 9 13 2 12 4 2 2 8 9 13 16 2 2 2 5
split_gain=1.91097 2.27595 0.786292 0.50735 0.470988 0.549792 0.560955 0.499136 0.403574 0.37844 0.373832 0.34036 0.555595 0.336488 0.293575 0.406468 0.325539 0.404238 0.321047 0.294189 0.49772 0.288999 0.264103 0.318089 0.42098 0.257863 0.355539 0.557607 0.450039 0.315253
threshold=0 9950.0000000000018 1 535.00000000000011 2 4.5000000000000009 2019.5000000000002 3 6.5000000000000009 4 14.500000000000002 45.500000000000007 29.500000000000004 1550.0000000000002 5 6 7 4.5000000000000009 8 215.00000000000003 37.500000000000007 11.500000000000002 9 10 11 12 147.50000000000003 41.500000000000007 70.500000000000014 1.0000000180025095e-35
decision_type=9 8 9 8 9 10 10 9 10 9 10 10 10 8 9 9 9 10 9 10 10 10 9 9 9 1 10 10 10 10
left_child=1 -1 -3 4 9 6 7 22 -8 11 -4 12 21 -5 15 18 17 -16 -9 20 -18 -2 -6 24 -24 26 27 29 -29 -25
right_child=3 2 10 13 5 -7 8 14 -10 -11 -12 -13 -14 -15 16 -17 19 -19 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00011320671814393568 1.1076059308026652e-05 -1.6238786308145537e-05 5.1673198852924549e-05 4.829609982430909e-05 -6.0965500901409994e-05 0.00017461482371141271 -0.00020453877243378988 2.5127949686958189e-05 0.00010998762576318712 -0.00030191528782143952 0.00044948825163708877 -0.00031638446556233783 0.00020584259501060321 2.285989088004089e-05 0.00011787802805564536 4.4477057544099146e-05 5.1738363766396703e-05 -8.1494598400864741e-06 -0.00044404398161860447 -5.7585273716615039e-05 0.0015854942716304508 -0.00019279675729839109 1.0269777767105963e-05 -1.6316535673818854e-05 -0.00017893894958502014 0.0013536278549609452 -0.00081831001186951345 0.00025886403572983091 -2.2435981397570626e-05 2.7267960304781124e-05
leaf_weight=27 70 117 61 56 231 34 31 102 49 223 46 57 27 274 31 105 49 171 262 28 30 62 125 342 144 65 33 55 56 25
leaf_count=27 70 117 61 56 231 34 31 102 49 223 46 57 27 274 31 105 49 171 262 28 30 62 125 342 144 65 33 55 56 25
internal_value=0.000537972 0.00380153 0.00259555 0.000222706 2.15937e-05 0.000287013 0.000198449 5.60637e-05 0.00345679 -0.00114667 0.00484746 7.04837e-05 0.001025 0.00169184 0.000821292 0.000174999 0.0017625 0.000713614 -0.000469334 0.00349152 0.00505 -6.01513e-05 -0.000500461 -0.000163552 -0.00127143 0.000367972 7.03115e-05 0.00035073 0.00282143 -0.000402175
internal_weight=2988 251 224 2737 2407 1968 1934 1854 80 439 107 216 159 330 778 469 309 202 364 107 79 132 1076 845 269 576 511 478 111 367
internal_count=2988 251 224 2737 2407 1968 1934 1854 80 439 107 216 159 330 778 469 309 202 364 107 79 132 1076 845 269 576 511 478 111 367
cat_boundaries=0 27 54 83 84 85 86 88 89 90 113 115 116 117
cat_threshold=0 2050 0 134217728 3221225472 1 0 0 0 32768 0 4 0 1049600 0 0 0 0 0 0 0 0 0 0 0 1073758208 64 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 64 268435472 8 4 0 65536 0 0 0 0 0 0 2048 8192 0 0 4096 0 0 4096 2048 128 0 4194304 8 0 0 4 0 128 17998146 16975170 76546048 0 2224 6 67110944 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 28688 2 2
is_linear=0
shrinkage=0.04


Tree=330
num_leaves=31
num_cat=9
split_feature=7 8 12 0 3 2 2 4 7 8 12 9 4 0 12 2 1 1 3 2 2 2 4 0 4 0 2 0 8 3
split_gain=1.35803 1.06521 1.17025 0.999614 0.921928 0.761691 0.574825 0.514616 0.511141 0.450706 0.504447 0.5274 0.449115 0.360455 0.597321 1.1122 0.778526 0.735372 0.604833 0.546977 0.398848 0.291518 0.275172 0.531266 0.271076 0.265045 0.295552 0.250045 0.218661 0.309337
threshold=0 1 2 32.500000000000007 2018.5000000000002 131.00000000000003 27.500000000000004 642496500.00000012 3 4 5 6 10347970000.000002 35.600000000000009 7 46.500000000000007 5.5000000000000009 5.5000000000000009 1975.5000000000002 39.500000000000007 3.5000000000000004 1550.0000000000002 5544455000.000001 44.07500000000001 7650.0000000000009 21.500000000000004 17.500000000000004 32.500000000000007 8 2002.5000000000002
decision_type=9 9 9 10 10 8 10 8 9 9 9 9 8 10 9 8 8 10 10 10 8 8 8 10 10 10 8 10 9 10
left_child=3 2 -2 -1 8 12 -6 -5 27 -10 24 -12 -4 19 17 16 -16 18 -15 20 -13 -7 -9 -24 -11 26 -22 -3 -14 -30
right_child=1 4 5 7 6 21 -8 22 9 10 11 13 28 14 15 -17 -18 -19 -20 -21 25 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=7.0727266699553557e-05 -0.00090154374317942077 -2.6732751789463389e-05 0.00012052864620745497 -0.00013722848628605947 1.5898982683710201e-05 6.1644358427083215e-05 9.8551838553978885e-05 5.2173950268266511e-05 -0.00071230699927990568 -1.7286418687747917e-05 -0.00010589026608052407 -0.0005763303863103238 3.2160815907264476e-06 -0.00040202498462245861 7.8847126438707434e-06 0.00027939453178072143 0.00064496324860948047 0.00015537217009917533 0.00078392519153912439 -0.00061095255569883244 0.0014589905628975277 2.4984639447156792e-05 3.1704818614048889e-05 -0.00012098746990522846 -0.00071307878623609545 -3.0045013252252893e-05 0.00027237988570117977 -9.2786654811304099e-05 0.00015568308007369764 -0.00014841422261023415
leaf_weight=39 137 93 47 39 78 30 33 25 109 742 128 29 110 115 137 67 36 27 29 124 38 28 179 53 35 42 73 183 92 25
leaf_count=39 137 93 47 39 78 30 33 25 109 742 128 29 110 115 137 67 36 27 29 124 38 28 179 53 35 42 73 183 92 25
internal_value=0.00070886 0.000389529 0.00209167 0.00306358 3.75668e-06 0.0033586 0.00353571 0.00234343 -0.000193228 6.65892e-05 0.000240048 0.000911214 0.00256 0.00133516 0.00212621 0.00334661 0.00177011 0.000197801 -0.000937932 0.000312703 0.00170492 0.00759322 0.00299225 0.00254077 -0.000492387 0.00251948 0.00353571 -0.0017561 0.00180702 0.00290625
internal_weight=2922 2587 469 335 2118 332 111 296 2007 1731 1622 845 274 717 411 240 173 171 144 306 182 58 257 232 777 153 111 276 227 117
internal_count=2922 2587 469 335 2118 332 111 296 2007 1731 1622 845 274 717 411 240 173 171 144 306 182 58 257 232 777 153 111 276 227 117
cat_boundaries=0 17 47 48 65 89 91 93 95 121
cat_threshold=268435457 0 8192 10240 32 134217794 0 8192 33554432 32 8192 64 16 268435456 0 0 144 16 2 0 0 0 1 0 2147483648 0 32768 0 4 10240 512 0 0 0 0 4096 8192 0 0 4194304 0 0 1073758208 64 0 0 4096 67306528 0 144 1048576 4 0 0 0 805306368 0 0 32 2097408 0 0 0 0 4096 1342177280 12 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 1206530 2 0 16528 96 32 0 0 0 0 0 1 0 0 0 0 0 4 8192 512 0 0 0 0 0 0 0 0 4194304 0 0 16384
is_linear=0
shrinkage=0.04


Tree=331
num_leaves=31
num_cat=13
split_feature=7 0 8 3 6 12 7 12 3 8 0 7 3 4 0 5 3 12 5 0 6 13 0 0 3 12 4 0 1 18
split_gain=2.25179 1.52891 1.40638 1.05033 1.04953 0.937523 0.590026 0.429417 0.483161 0.354479 0.377521 0.353312 0.537052 0.459035 0.324064 0.371876 0.468392 0.316744 0.62012 0.516776 0.313375 0.323778 0.277008 0.262113 0.242644 0.214165 0.480315 0.516931 0.513262 0.471955
threshold=0 30.500000000000004 1 2018.5000000000002 2 3 4 5 2001.5000000000002 6 12.250000000000002 7 2006.5000000000002 1246835000.0000002 40.250000000000007 2.5000000000000004 2008.5000000000002 8 2.5000000000000004 44.07500000000001 9 10 27.750000000000004 39.07500000000001 2014.5000000000002 11 4850.0000000000009 38.57500000000001 5.5000000000000009 12
decision_type=9 8 9 10 9 9 9 9 10 9 10 9 10 10 10 8 10 9 8 10 9 9 10 10 10 9 10 10 8 9
left_child=1 -1 5 6 -3 -2 -4 14 9 10 -9 -6 13 -13 15 -8 -17 19 -19 20 -11 -22 -7 -5 -10 29 27 -27 -29 -12
right_child=2 4 3 23 11 22 7 8 24 17 25 12 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00067429108740670984 0.00011002478425014554 -8.2213712479055646e-05 -0.00031637656047301017 1.576922231566431e-07 2.2932819132083343e-05 -0.00045096333492129163 4.8144656664850194e-05 -5.8124914745875748e-05 -0.00027173874819727789 0.00023108050093333235 0.00035414656324429908 2.7679431975348338e-05 0.00010514220887402711 0.00078966710803353522 -0.00047218178782969093 2.6992086143368235e-05 0.00058684266077121375 8.3140111412081851e-05 -0.00013417297426806347 0.00016445980797782415 1.0333433304074347e-05 -0.00044566436308536691 2.8977389947955935e-05 8.0766663532311797e-05 -6.1221015463838843e-06 0.00011653117069806686 -0.0007457612768864883 0.00029601722789815373 0.00071744332286395325 -0.00082097747882153578
leaf_weight=26 132 106 221 36 107 33 33 70 133 123 25 122 31 40 43 202 28 40 330 38 120 148 151 84 52 243 60 62 27 76
leaf_count=26 132 106 221 36 107 33 33 70 133 123 25 122 31 40 43 202 28 40 330 38 120 148 151 84 52 243 60 62 27 76
internal_value=0.000513761 0.00314221 4.75992e-05 -0.000315647 0.00259459 0.00249541 -0.000528194 -0.000285409 -0.000557125 -0.000299341 0.000466898 0.0037299 0.00484314 0.0041227 0.00105994 0.00162121 0.00103896 -0.000834569 -0.00167979 -8.18191e-05 -0.000520409 -0.00126165 0.000533332 0.00330578 -0.00247312 0.000866396 0.00127047 0.0018979 0.00448889 -0.000750001
internal_weight=2942 432 2510 2194 406 316 2074 1853 1547 1362 563 300 193 162 306 263 230 799 370 429 391 268 184 120 185 493 392 332 89 101
internal_count=2942 432 2510 2194 406 316 2074 1853 1547 1362 563 300 193 162 306 263 230 799 370 429 391 268 184 120 185 493 392 332 89 101
cat_boundaries=0 17 44 45 47 65 66 89 103 104 105 106 107 108
cat_threshold=268451843 0 33562624 2105344 32 134217794 0 8192 33554432 8240 32768 64 144 268435456 0 0 144 16 2 0 134217728 2147483648 1 0 2147483648 0 32768 0 0 10240 1048576 0 0 0 0 0 8192 0 0 4194304 0 0 1073758208 64 258 98 32 131072 1 1048576 4 0 0 0 268435456 0 134217728 0 256 0 0 0 0 1073745920 256 67175424 0 8 0 0 0 0 262144 0 0 0 0 2048 0 512 0 4096 0 0 4096 0 0 0 16777216 3 0 0 2097152 0 0 0 8192 0 8192 0 0 0 268435456 16793954 10 2 352 4
is_linear=0
shrinkage=0.04


Tree=332
num_leaves=31
num_cat=9
split_feature=8 7 7 0 7 2 2 4 4 9 3 2 12 12 11 2 4 2 3 2 2 2 4 2 2 0 12 0 0 3
split_gain=1.73877 1.28416 0.833029 0.746979 0.678179 1.00373 0.979493 0.585283 0.443091 0.417604 0.391073 0.336823 0.525923 0.495925 0.538647 0.465158 0.53496 0.379241 0.308374 0.386587 0.305067 0.294238 0.345041 0.279939 0.424517 0.267649 0.471872 0.26486 0.323427 0.261871
threshold=0 1 2 40.250000000000007 3 45.500000000000007 65.500000000000014 1373290000.0000002 8400.0000000000018 4 2020.5000000000002 11.500000000000002 5 6 7 1.5000000000000002 950.00000000000011 14.500000000000002 1995.5000000000002 85.500000000000014 5.5000000000000009 17.500000000000004 481.00000000000006 10.500000000000002 30.500000000000004 23.500000000000004 8 24.500000000000004 35.250000000000007 2006.5000000000002
decision_type=9 9 9 10 9 8 8 10 10 9 10 8 9 9 9 10 8 8 10 10 10 10 10 10 10 10 9 10 10 10
left_child=4 3 25 -2 -1 9 -7 10 18 23 11 13 29 15 -15 -4 -17 -14 19 -8 -16 22 -11 -6 -25 26 -3 -19 -29 -13
right_child=1 2 7 -5 5 6 8 -9 -10 21 -12 12 17 14 20 16 -18 27 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.1097782268257524e-05 5.8422311068339704e-05 9.292749202783567e-05 -0.0031567307271298632 -0.0018370666810298883 -0.00025837473412056378 0.00092116618092161348 2.6085718405884832e-05 -9.4672621128978306e-05 -9.3328766271982286e-06 4.7429612670512274e-05 4.9358997777757509e-05 -7.7489541243406447e-05 -0.00089259304462627805 -6.1310369291772815e-05 -5.46956978357452e-05 -0.00045369657682333109 0.00017505418367761607 -2.9162946787960955e-05 2.4625355154333984e-05 6.7264033537416495e-05 0.00089786799614812601 0.00028852150699871024 -2.8230255656043653e-05 8.6533510257562148e-05 -0.0001229745155457165 -0.00034540579766147427 -0.00043922037078825192 0.00015145206140724433 2.2281585239771106e-05 3.1481598233120335e-05
leaf_weight=107 214 126 28 43 77 29 40 56 31 70 39 559 40 141 52 26 187 124 33 34 48 37 29 98 29 181 136 39 260 88
leaf_count=107 214 126 28 43 77 29 40 56 31 70 39 559 40 141 52 26 187 124 33 34 48 37 29 98 29 181 136 39 260 88
internal_value=0.000465022 -2.83579e-05 -0.000354975 0.00258209 0.0023424 0.00295753 0.00554762 5.41804e-05 0.00408633 0.00175953 0.000193626 9.54165e-05 -0.00028803 0.000977225 -0.000333334 0.00220635 0.00293458 0.000734176 0.0052963 0.00672 0.0018018 0.00337415 0.00244 0.00048372 0.00165625 -0.00187665 -0.00109506 0.00110377 0.00174667 -0.0010152
internal_weight=3001 2387 2130 257 614 507 167 1687 138 340 1631 1592 1110 482 241 241 213 463 107 74 100 136 99 204 127 443 262 423 299 647
internal_count=3001 2387 2130 257 614 507 167 1687 138 340 1631 1592 1110 482 241 241 213 463 107 74 100 136 99 204 127 443 262 423 299 647
cat_boundaries=0 30 47 59 74 76 77 78 80 81
cat_threshold=1073741824 2054 0 134217728 1073741824 1 0 2147483648 0 32768 0 4 10304 1049088 0 0 0 0 0 10242 0 0 0 8 0 1073741824 64 0 0 4096 268435458 128 1677729792 0 0 134217792 0 8192 0 268435456 0 0 0 0 0 32 16 0 1 0 4 0 0 33554432 131072 2048 134217728 32 256 0 128 0 0 32 0 0 0 65536 32 8192 0 0 0 67108864 0 26656 67201346 67175522 16388 1024 223296
is_linear=0
shrinkage=0.04


Tree=333
num_leaves=31
num_cat=15
split_feature=7 8 7 4 11 9 11 8 1 16 4 9 11 3 3 4 8 0 0 0 0 3 9 13 1 7 1 8 3 5
split_gain=1.76133 1.4639 0.828857 0.355533 0.354093 0.537861 0.480997 0.397863 0.492415 0.348563 0.337763 0.544519 0.335827 0.774499 0.509654 0.274233 0.276574 0.41232 0.291725 0.374774 0.285999 0.269681 0.347625 0.242903 0.315679 0.233569 0.185853 0.180275 0.196641 0.269789
threshold=0 1 2 20282.500000000004 3 4 5 6 3.5000000000000004 7 676.50000000000011 8 9 2003.5000000000002 2010.5000000000002 5965.0000000000009 10 35.250000000000007 48.175000000000004 42.710000000000008 45.425000000000004 2019.5000000000002 11 12 5.5000000000000009 13 5.5000000000000009 14 1980.5000000000002 3.5000000000000004
decision_type=9 9 9 8 9 9 9 9 8 1 8 9 9 8 8 8 9 10 10 10 10 8 9 9 8 9 8 9 10 8
left_child=10 3 -3 -2 25 7 -7 -6 -9 27 -1 26 13 -10 -14 -16 -17 -18 19 21 -21 -19 23 -23 -25 -4 -12 -5 29 -29
right_child=1 2 4 9 5 6 -8 8 12 -11 11 -13 14 -15 15 16 17 18 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00015971668753418175 4.8109913314997988e-05 -3.3457888505626835e-05 -2.1848112514687981e-05 0.00022396251856508106 -0.00011968694734778284 1.6221683871958754e-06 -0.00010617571157865138 0.0004508622735981307 0.00015567170134006092 -6.9496229939846406e-05 6.2448099819941628e-05 1.8512171676541575e-06 -0.00078663634048615452 3.2426149275338094e-05 -5.9670025932581335e-05 0.00033236150853649464 -0.00063807177822006167 7.5187945256979281e-05 -0.0016107070428491384 8.7479843907774737e-05 -7.2733748463183544e-05 -3.0356370359041062e-05 -0.00038524108689217616 0.00013545463723409377 -8.6921608658586917e-06 -0.00098211561539418742 9.1312094006597329e-05 5.848646442354193e-05 0.00013195413661611303 -6.7220793355738401e-05
leaf_weight=26 39 317 306 117 106 179 135 27 28 60 85 101 130 108 67 148 57 61 32 67 29 112 105 101 62 134 25 25 35 66
leaf_count=26 39 317 306 117 106 179 135 27 28 60 85 101 130 108 67 148 57 61 32 67 29 112 105 101 62 134 25 25 35 66
internal_value=0.000373572 7.05696e-05 -0.000294575 0.00247025 1.19691e-05 0.000296485 -0.00115692 0.000671462 0.000894322 0.00206579 0.00359677 0.00318868 0.000768952 0.00255782 0.000484724 0.000850355 0.00106322 0.00065306 0.000989473 0.00121189 0.00346392 0.000714931 0.00031496 0.00104895 0.002 -0.000975611 0.00495868 0.0027377 0.00128467 0.000391303
internal_weight=2890 2653 2311 342 1994 1554 314 1240 1134 303 237 211 1107 136 971 841 774 626 569 537 96 441 380 275 163 440 110 243 126 91
internal_count=2890 2653 2311 342 1994 1554 314 1240 1134 303 237 211 1107 136 971 841 774 626 569 537 96 441 380 275 163 440 110 243 126 91
cat_boundaries=0 17 47 65 68 70 71 100 101 103 105 128 130 131 139 162
cat_threshold=16387 0 8192 2105344 0 64 0 8192 0 48 0 0 16 268435456 0 32 16 16 2 0 134217728 2147483648 1 0 2147483648 0 32768 0 4 8192 1048576 0 0 0 0 0 0 0 0 4194304 8 0 16384 64 0 0 4096 268566528 0 536870912 512 524320 0 0 0 65536 0 0 256 0 0 0 0 1073745920 384 32 0 4096 131072 14500 32772 1342177280 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 0 0 524288 2 0 14336 16384 1049600 0 4 0 0 0 0 0 0 0 0 0 2048 0 0 0 4096 0 0 0 0 128 0 16777216 0 6144 12 0 0 0 0 0 0 131072 131072 16 0 0 134217728 2147483648 0 0 2147483648 0 32768 0 0 8192 0 0 0 0 0 0 0 0 0 4194304
is_linear=0
shrinkage=0.04


Tree=334
num_leaves=31
num_cat=9
split_feature=7 8 2 2 7 1 6 0 2 3 4 15 6 3 2 2 7 2 6 0 2 2 11 0 2 3 2 2 4 3
split_gain=1.32077 0.875147 0.793346 0.980199 0.724557 0.541019 0.608879 0.729453 0.478918 0.492521 0.452558 0.37398 0.297783 0.548134 0.40603 0.712042 0.29009 0.309803 0.417162 0.555545 0.38288 0.330511 0.300069 0.321231 0.258373 0.241881 0.195438 0.192258 0.183623 0.171989
threshold=0 1 26.500000000000004 14.500000000000002 2 4.5000000000000009 3 39.07500000000001 9.5000000000000018 2005.5000000000002 676.50000000000011 4 5 2012.5000000000002 30.500000000000004 43.500000000000007 6 61.500000000000007 7 38.57500000000001 100.50000000000001 510.50000000000006 8 42.710000000000008 70.500000000000014 2001.5000000000002 100.50000000000001 69.500000000000014 8400.0000000000018 1988.5000000000002
decision_type=9 9 10 10 9 10 9 10 10 8 8 9 9 10 8 10 9 8 9 10 8 8 9 8 10 8 8 10 10 10
left_child=5 2 3 -2 29 26 10 -8 -9 -10 -7 -6 13 14 -13 -16 -14 22 19 27 -21 -22 -18 25 -12 -24 -1 -19 -4 -3
right_child=1 4 28 -5 11 6 7 8 9 -11 24 12 16 -15 15 -17 17 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015090131401718617 3.6303442351049502e-05 -7.7249806042391949e-05 -3.2468434989068936e-05 0.00050069483832444598 -0.0001047281841829876 0.00020716730005794661 -2.6416156919266327e-05 3.8835371582454774e-06 0.00010500154583118326 0.00014534447278899016 6.492233429152108e-06 -2.2360013475382285e-05 -0.0001341473645277273 0.00011276128577316625 7.0302911595898152e-05 -3.2291533957307067e-05 -4.134582764976142e-05 0.00050319821981242038 -3.3107912321149474e-05 0.00020468848950330097 -5.0928457538727985e-05 2.3736873502657265e-05 0.0013425481949032633 4.7485211472343899e-05 -6.0308456294007162e-05 -8.0019405177398798e-06 3.9810127543020653e-05 -1.1832625873643789e-05 -0.00028895295699152518 -0.0025653282289602908
leaf_weight=38 141 263 57 47 101 25 37 29 27 41 169 177 107 41 35 44 128 32 118 33 26 35 26 65 42 820 48 140 25 60
leaf_count=38 141 263 57 47 101 25 37 29 27 41 169 177 107 41 35 44 128 32 118 33 26 35 26 65 42 820 48 140 25 60
internal_value=0.000393552 3.00148e-05 0.00213523 0.00364021 -0.000231654 0.00234689 0.00172507 0.00375172 0.00583673 0.00765217 0.000388663 6.60125e-05 0.000202393 0.00133766 0.000684824 0.00305 -2.59581e-05 0.000131101 0.0011013 0.00193502 0.00446316 0.00251613 -0.000226924 3.90446e-05 -0.000207548 -0.000170013 0.00524138 0.000647398 -0.00106024 -0.0019521
internal_weight=2977 2521 270 188 2251 456 370 134 97 68 236 1928 1827 297 256 79 1530 1423 384 266 94 61 1039 911 211 846 86 172 82 323
internal_count=2977 2521 270 188 2251 456 370 134 97 68 236 1928 1827 297 256 79 1530 1423 384 266 94 61 1039 911 211 846 86 172 82 323
cat_boundaries=0 17 47 65 66 67 68 81 82 85
cat_threshold=147459 128 34611200 8192 2 64 0 8192 33554432 32 40960 8256 0 268435456 0 32 16 1073741824 0 0 134217728 2147483648 0 0 0 0 0 0 4 2048 512 0 0 0 0 4096 0 0 0 0 0 0 268435456 0 0 0 4096 0 16 1610612736 2623492 0 0 0 805306368 0 0 32 256 0 0 0 0 4096 384 386 143654912 66 0 1 0 0 0 2 0 0 2048 0 0 0 16 264 32768 2147484672 524288
is_linear=0
shrinkage=0.04


Tree=335
num_leaves=31
num_cat=10
split_feature=7 12 4 9 9 0 12 0 6 0 0 1 3 12 7 3 3 4 4 6 0 3 4 3 3 0 0 5 13 1
split_gain=1.44145 0.940902 1.14335 0.705202 0.592476 0.549756 0.480672 0.384347 0.331574 0.425629 0.330359 0.738082 0.533967 0.50959 0.380643 0.521647 0.495081 0.475638 0.402365 0.369354 0.627985 1.19703 0.509121 0.355517 0.385597 0.333959 0.289816 0.254473 0.219001 0.210928
threshold=0 1 111.00000000000001 2 3 14.500000000000002 4 48.175000000000004 5 36.900000000000006 39.07500000000001 4.5000000000000009 1995.5000000000002 6 7 1980.5000000000002 2000.5000000000002 5368.5000000000009 40797.000000000007 8 40.675000000000004 2011.5000000000002 539925000.00000012 2011.5000000000002 2002.5000000000002 35.250000000000007 33.175000000000004 1.5000000000000002 9 5.5000000000000009
decision_type=9 9 8 9 9 10 9 8 9 10 10 8 10 9 9 10 8 8 8 9 10 8 10 10 10 10 10 8 9 8
left_child=4 8 -3 -4 5 -1 28 10 9 26 11 -5 13 25 15 -12 -16 -18 -19 20 21 -20 -22 24 27 -13 -2 -21 -7 -8
right_child=1 2 3 7 -6 6 29 -9 -10 -11 14 12 -14 -15 16 -17 17 18 19 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.145507926578011e-05 0.00012534333281192961 0.00019888060805563158 -1.270876178577569e-05 0.0023384002846441958 -0.00023091845874769173 0.00034308567812729512 -6.5893991001743938e-05 -0.00021248015981189275 -0.00013578321159184647 -0.00030669509718099096 5.2632651525701249e-05 7.430059387991755e-05 -0.0013215950157500407 -5.9767467812363865e-05 -0.00066813808834123632 0.00016417322116845016 -5.4675640837051387e-05 0.00020870556953705044 0.00018255791918214876 0.00042153316540580437 0.00053725006289684807 4.6080025970187293e-06 7.3027034156612343e-05 0.00020212250533496623 -0.00030663404963273625 -4.8746554034969389e-05 0.0014012923635575963 7.7649126052653177e-06 0.00010446412673316065 3.3725778783181023e-05
leaf_weight=129 29 30 297 35 237 101 411 61 141 81 47 70 45 112 54 54 58 28 25 51 44 123 30 52 25 33 28 207 170 125
leaf_count=129 29 30 297 35 237 101 411 61 141 81 47 70 45 112 54 54 58 28 25 51 44 123 30 52 25 33 28 207 170 125
internal_value=0.000295841 0.00101637 0.00141823 0.00126446 -0.000787163 -0.000321015 6.43555e-05 0.001703 -0.00108966 0.000322147 0.00189031 0.000743242 -9.5002e-10 0.000833332 0.00231289 0.00460714 0.00188135 0.00221739 0.00255973 0.00231541 0.00357081 0.00220134 0.00672 0.00132948 0.000802816 0.00270175 0.00296552 0.00126641 0.00140425 -0.000628886
internal_weight=2933 1760 1481 1451 1173 936 807 1154 279 138 1093 295 260 215 798 101 697 643 585 557 222 148 74 335 283 103 57 258 271 536
internal_count=2933 1760 1481 1451 1173 936 807 1154 279 138 1093 295 260 215 798 101 697 643 585 557 222 148 74 335 283 103 57 258 271 536
cat_boundaries=0 18 19 21 23 24 25 27 44 45 46
cat_threshold=268435456 268435457 1140850688 524804 524322 8194 131072 805437440 65536 134218784 32 256 268435456 268435456 0 0 0 256 85084160 0 16544 1 18592 1116256 92 9248 32 2 128 0 2048 0 0 0 0 2048 0 0 0 0 0 0 0 1073741824 132 4
is_linear=0
shrinkage=0.04


Tree=336
num_leaves=31
num_cat=10
split_feature=7 8 8 4 2 7 12 12 5 17 2 8 12 0 0 2 0 0 3 8 2 0 4 2 2 2 0 4 2 2
split_gain=1.7221 1.08441 0.648211 0.631084 0.424265 0.420824 0.413487 0.405771 0.521497 0.694122 0.380632 0.400459 0.798337 0.75385 0.83161 0.56426 0.450235 0.320645 0.291923 0.287271 0.767774 0.286952 0.271256 0.304629 0.268771 0.267882 0.252423 0.249487 0.221654 0.209416
threshold=0 1 2 86.000000000000014 5.5000000000000009 3 4 5 3.5000000000000004 6 12.500000000000002 7 8 29.500000000000004 15.500000000000002 41.500000000000007 42.710000000000008 33.175000000000004 2009.5000000000002 9 20.500000000000004 29.500000000000004 267495000.00000003 5041.0000000000009 14.500000000000002 73.500000000000014 14.500000000000002 7049.5000000000009 3.5000000000000004 510.50000000000006
decision_type=9 9 9 10 10 9 9 9 8 9 8 9 9 10 10 10 10 10 8 9 8 10 10 8 8 10 10 10 10 8
left_child=3 6 4 18 -3 -4 21 19 -9 25 17 12 13 14 15 -12 27 -11 -1 20 -7 -2 23 -21 -23 -10 -14 -13 -19 -8
right_child=1 2 5 -5 -6 7 29 8 9 10 11 16 26 -15 -16 -17 -18 28 -20 22 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014695630016212563 0.00051976485463959329 -0.0016876550617709585 -5.8831929932936272e-05 0.0004058295660668971 0.00014607791901207688 0.0003340529192497077 -0.00022064982350004697 -0.00019880757758015366 7.5305043170616914e-05 8.882731214367966e-06 0.00039181999188519834 -0.00015691407758698948 -0.0039099884952446167 0.0080630583406905276 -0.0026203726430743942 7.4568441596154771e-06 0.0003331364525330542 9.0765472883502175e-05 1.9051785079097449e-05 -1.183529139433139e-05 -0.0005645953230563423 -0.0019747962171966765 -2.0627379052590383e-05 0.00015966060809238366 3.0498805621031781e-05 0.0003624380461602748 -3.1584127226387635e-06 3.3981325601106439e-05 0.0001003407608178805 2.9693047412173985e-05
leaf_weight=27 25 26 220 52 75 59 282 75 80 80 32 257 31 25 25 27 47 41 148 775 55 31 37 56 60 31 116 25 104 26
leaf_count=27 25 26 220 52 75 59 282 75 80 80 32 257 31 25 25 27 47 41 148 775 55 31 37 56 60 31 116 25 104 26
internal_value=0.000149101 -0.000136065 0.000209523 0.00341176 0.00317857 5.79438e-05 -0.00196782 0.000245348 0.000810327 0.00108026 0.000633373 0.000102388 0.00125843 0.0037 0.0021647 0.00473333 -0.000811766 0.0020354 0.00238636 -0.000330313 0.001472 0.000125983 -0.000582481 -0.000437501 -0.000913044 0.00390164 -0.000683545 -0.0014417 0.00315068 -0.00273354
internal_weight=2950 2723 2299 227 101 2198 424 1978 996 921 810 585 256 109 84 59 329 225 175 982 114 116 868 831 91 111 147 282 145 308
internal_count=2950 2723 2299 227 101 2198 424 1978 996 921 810 585 256 109 84 59 329 225 175 982 114 116 868 831 91 111 147 282 145 308
cat_boundaries=0 17 47 73 91 93 95 96 119 120 134
cat_threshold=268566529 0 33554432 2048 524288 8256 0 8192 0 48 32768 0 0 0 0 32 128 268435456 1048588 0 0 2147483648 1 0 0 0 0 0 33556484 0 0 0 0 0 0 33558528 10240 0 0 4194304 8 0 0 0 0 0 4096 0 0 0 134217728 0 0 0 0 0 32768 0 0 64 1048576 0 0 0 0 0 0 0 0 0 0 0 1342193664 0 0 1056768 524292 0 0 0 268435456 33554432 0 0 0 0 268435456 0 0 4096 256 19488 32 16957442 34 11 0 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 128 0 16777216 1050720 0 0 0 0 0 0 262144 0 0 0 0 0 0 512
is_linear=0
shrinkage=0.04


Tree=337
num_leaves=31
num_cat=8
split_feature=12 11 2 3 6 5 3 6 2 2 2 2 4 2 4 9 2 0 2 2 2 4 2 3 18 1 12 9 0 4
split_gain=0.515465 0.620783 0.72334 0.50564 0.446176 0.565485 0.388627 0.355965 0.564912 0.492631 0.488993 0.38738 0.332275 0.746538 0.307029 0.450136 0.282084 0.474667 0.997218 0.364053 0.304914 0.263858 0.257764 0.251264 0.228887 0.45491 0.313643 0.362194 0.696081 0.228457
threshold=0 1 131.00000000000003 2019.5000000000002 2 1.5000000000000002 2000.5000000000002 3 3.5000000000000004 16.500000000000004 7.5000000000000009 21.500000000000004 20282.500000000004 9.5000000000000018 8048725000.000001 4 40.500000000000007 30.500000000000004 8.5000000000000018 16.500000000000004 25.500000000000004 44556186500.000008 11.500000000000002 2003.5000000000002 5 2.5000000000000004 6 7 29.500000000000004 1972110000.0000002
decision_type=9 9 10 10 9 8 8 9 10 10 10 10 8 10 10 9 8 10 10 10 10 8 10 10 9 10 9 9 10 8
left_child=4 2 3 7 5 -1 -3 8 -2 -10 -9 23 13 -6 15 16 17 18 -8 -20 -21 -14 -19 -12 -23 -26 -27 28 -28 -18
right_child=1 6 -4 -5 12 -7 14 10 9 -11 11 -13 21 -15 -16 -17 29 22 19 20 -22 24 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00051136747578919221 8.8644942769218826e-05 0.00015692562913174107 3.7918798100676826e-05 5.3656582581227654e-05 0.0032124196675444973 4.0109387291014585e-05 -0.0025888823311145072 -4.068338675856375e-05 -0.0018679553938795214 -2.3295876464942441e-06 9.6628776590032512e-05 -8.0824742949579496e-06 -0.00072706919156728667 -3.946335404056735e-06 5.3260185035876068e-05 -7.1805514683644073e-05 1.85109395748709e-05 -4.6168372814166355e-05 0.0029792983834945096 -0.00083029302680432239 0.00024769862443129641 0.000337343692563512 -0.0015712606183870936 0.00036635243494484752 -0.00092186437002700946 7.9657012051550445e-05 6.4905496665840321e-05 -2.7418169684399274e-05 -8.9392255025339106e-07 -4.6405048972440009e-05
leaf_weight=38 35 34 30 30 31 374 41 67 143 180 66 53 45 70 30 186 28 70 28 30 63 47 72 28 46 185 28 529 81 293
leaf_count=38 35 34 30 30 31 374 41 67 143 180 66 53 45 70 30 186 28 70 28 30 63 47 72 28 46 185 28 529 81 293
internal_value=5.23129e-05 -0.000466404 0.000485225 0.000185737 0.000581817 0.00168321 -0.00115124 -8.37706e-05 -0.000845529 -0.00139506 0.00117333 0.00251351 0.000141658 0.00231372 -0.00133492 -0.00148276 -0.000911951 -5.246e-05 0.00142331 0.0032459 0.002 -8.7319e-05 -0.00173427 0.0040421 6.10677e-05 -8.73573e-05 0.000131067 -0.000295841 0.0017 -0.00175155
internal_weight=2981 1507 632 602 1474 412 875 572 358 323 214 147 1062 101 841 811 625 304 162 121 93 961 142 94 916 869 823 638 109 321
internal_count=2981 1507 632 602 1474 412 875 572 358 323 214 147 1062 101 841 811 625 304 162 121 93 961 142 94 916 869 823 638 109 321
cat_boundaries=0 2 4 5 6 8 9 10 12
cat_threshold=67125570 32 32772 1114112 208 282 0 10404 4 67108928 1 16528
is_linear=0
shrinkage=0.04


Tree=338
num_leaves=31
num_cat=9
split_feature=7 4 8 8 2 2 7 2 4 6 3 4 4 2 2 9 3 3 2 11 2 11 7 0 0 0 2 2 2 1
split_gain=1.73326 1.43831 1.24653 0.691993 0.739865 0.671224 0.659094 0.618517 0.526726 0.419552 0.59637 0.605881 0.419406 0.369209 0.353112 0.329198 0.60446 0.455805 0.401141 0.410907 0.410991 0.328485 0.660304 0.40541 0.267244 0.229784 0.22488 0.39695 0.222536 0.221622
threshold=0 963180000.00000012 1 2 99.000000000000014 12.500000000000002 3 3.5000000000000004 107371.50000000001 4 2007.5000000000002 5965.0000000000009 16098220000.000002 104.50000000000001 3.5000000000000004 5 2004.5000000000002 2012.5000000000002 187.50000000000003 6 16.500000000000004 7 8 14.500000000000002 35.600000000000009 15.500000000000002 35.500000000000007 69.500000000000014 5.5000000000000009 5.5000000000000009
decision_type=9 8 9 9 10 8 9 8 8 9 10 10 8 10 10 9 8 10 10 9 10 9 9 10 10 8 10 10 10 10
left_child=1 -1 14 4 5 28 7 -5 -9 10 11 24 -7 21 -2 17 -17 18 19 20 -11 23 -23 -10 -8 -18 -3 -28 -4 -26
right_child=2 26 3 6 -6 12 9 8 13 15 -12 -13 -14 -15 -16 16 25 -19 -20 -21 -22 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=7.5418639624430219e-05 2.533119014464755e-05 1.4364835538259649e-05 2.0627188347303876e-05 -0.00052839754820899014 5.8305670266331456e-05 3.4160436050846559e-05 -0.00020405212088839164 -0.00066297805092587251 -2.428016788990769e-05 0.00013481552954065879 0.00019861324329092922 7.6328279127820526e-05 -4.7852490894497965e-05 0.00076303203268898549 -4.5944983839437293e-05 0.00062457200629855119 1.6138567756210054e-05 -0.00055354378940680141 0.00010332612174910042 -1.4150639183895366e-05 -7.8195017866703179e-06 -0.0002798490158183258 0.00018806562194607576 0.00015879770623067829 3.3389047819082334e-05 -0.00022826872062450349 0.00044148140275343918 7.3204397963576912e-06 0.00020385019464341938 -0.00051036041549170849
leaf_weight=26 42 123 29 45 28 43 61 46 32 70 49 34 92 45 470 32 33 66 33 443 84 112 141 98 258 276 30 36 26 34
leaf_count=26 42 123 29 45 28 43 61 46 32 70 49 34 92 45 470 32 33 66 33 443 84 112 141 98 258 276 30 36 26 34
internal_value=0.000262763 0.00362832 -1.75641e-05 0.000396217 0.00248035 0.00167539 0.000155765 0.00136604 0.00181895 -0.000277629 0.000751677 0.000237112 0.000147058 0.00225641 -0.00177438 -0.000713741 -0.00171591 -0.000203678 0.000126782 -0.000113713 0.0016 0.00184375 0.000863635 0.00340425 -0.000259888 -0.00230968 0.00254737 0.00441791 0.00535714 0.000245733
internal_weight=2937 215 2722 2210 218 190 1992 519 474 1473 436 387 135 428 512 1037 341 696 630 597 154 383 253 130 353 309 189 66 55 292
internal_count=2937 215 2722 2210 218 190 1992 519 474 1473 436 387 135 428 512 1037 341 696 630 597 154 383 253 130 353 309 189 66 55 292
cat_boundaries=0 17 46 73 91 92 94 95 97 115
cat_threshold=16387 0 33562624 2097152 0 8256 0 8192 0 16 40960 0 0 268435456 0 0 128 1342177280 2060 4 0 0 1 262144 2147483648 0 0 0 33554432 64 0 0 0 0 0 33554432 0 256 0 0 8 0 32768 4 0 524416 16 0 0 134217728 2147483648 0 0 0 1 0 0 2048 0 512 0 0 0 0 0 0 0 0 0 0 0 268451840 64 0 129 68157440 2048 0 0 131072 536870912 2048 8224 0 128 0 0 0 0 16 128 274 0 10368 4 32 2147483648 0 0 1048576 0 0 0 131072 0 2048 0 0 0 0 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=339
num_leaves=31
num_cat=12
split_feature=8 7 3 7 2 12 8 5 4 4 2 17 12 11 12 2 2 2 2 6 12 3 2 9 4 2 3 2 2 3
split_gain=1.58309 0.946365 0.848876 0.620639 0.99816 0.814196 0.571737 0.435705 0.392622 0.390097 0.337528 0.313513 0.376401 0.360042 0.478322 0.572089 0.370526 0.342324 0.372123 0.326509 0.471673 0.375285 0.712241 0.412671 0.313941 0.383905 0.40132 0.297278 0.291616 0.368594
threshold=0 1 2013.5000000000002 2 6.5000000000000009 3 4 5.5000000000000009 8048725000.000001 18214475000.000004 47.500000000000007 5 6 7 8 78.500000000000014 30.500000000000004 45.500000000000007 37.500000000000007 9 10 2007.5000000000002 8.5000000000000018 11 1514.5000000000002 5.5000000000000009 2014.5000000000002 349.50000000000006 5.5000000000000009 1977.5000000000002
decision_type=9 9 10 9 8 9 9 8 8 10 8 9 9 9 9 10 10 8 10 9 9 10 10 9 8 10 10 10 8 10
left_child=2 -2 8 4 -3 10 -5 -7 -1 -10 -6 -8 -13 19 15 17 28 18 -15 21 24 23 -23 -14 -21 -26 -27 -9 -16 -30
right_child=1 3 -4 6 5 7 11 27 9 -11 -12 12 13 14 16 -17 -18 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=7.0850066666133376e-06 -6.3235481251109927e-05 6.3395666586426788e-05 -0.0015183699100816883 -0.00026160456665157145 1.6574090106535436e-06 -0.0010937447045946925 8.4052961812560383e-05 0.00011045829012079449 7.2592115696939251e-05 -3.9696672448352563e-05 -0.0013587917989204773 0.00014840906659578033 0.00016091088767864823 -1.5251055457083563e-05 -0.0017590063146289243 8.2899927237423121e-05 -0.00067032986098310209 -0.00068420188140959739 0.00194393940202084 -0.00027683655801760644 -6.2241506293069497e-05 -4.3867565513396913e-05 0.0012648390287570254 -0.000119076941116658 0.0003428141828787648 -5.0883247811939901e-06 0.00016062761828627634 0.00017007108001415361 1.1627159190938583e-05 -0.0004097511185596098
leaf_weight=60 352 45 26 124 42 33 129 132 216 30 58 153 133 220 41 48 123 85 27 35 174 27 42 112 53 198 26 28 145 34
leaf_count=60 352 45 26 124 42 33 129 132 216 30 58 153 133 220 41 48 123 85 27 35 174 27 42 112 53 198 26 28 145 34
internal_value=0.000337397 1.51996e-06 0.00289213 0.000303774 0.00185673 0.00104762 2.26795e-05 0.0024902 0.00357003 0.0042753 -0.0018018 0.00020925 5.69048e-05 -0.000138202 -0.000779292 0.000204603 -0.00184181 -0.000384385 0.000370967 0.000443895 -0.000209256 0.00142769 0.00405714 0.000731706 0.000718265 0.00119424 0.000462221 0.00347826 -0.000904978 -0.000200001
internal_weight=2951 2619 332 2267 338 293 1929 193 306 246 100 1805 1676 1523 723 380 343 332 247 800 486 314 69 245 312 277 224 160 220 179
internal_count=2951 2619 332 2267 338 293 1929 193 306 246 100 1805 1676 1523 723 380 343 332 247 800 486 314 69 245 312 277 224 160 220 179
cat_boundaries=0 30 48 66 67 94 95 96 98 100 101 102 104
cat_threshold=0 0 0 134217728 3221225472 0 0 2147483648 0 32768 0 2048 0 1049088 268435456 0 0 0 0 2050 0 0 0 0 0 1073741824 64 0 0 4096 0 0 0 4 524288 2048 0 0 65536 32 32 0 268435584 0 0 0 4096 256 131074 144 1073741824 2097152 0 134217728 0 8192 33554432 0 32768 128 0 0 0 0 1073741840 128 16975168 268435456 8 4 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 33554432 0 0 0 0 0 0 0 4 37 68158464 16388 2148532736 221440 32 86 35170 0 22528
is_linear=0
shrinkage=0.04


Tree=340
num_leaves=31
num_cat=12
split_feature=7 8 2 2 4 7 11 8 12 2 2 3 3 2 7 12 12 2 7 12 12 4 2 3 2 2 2 2 2 2
split_gain=1.47832 0.935124 0.812365 0.690833 0.689741 0.592875 0.481915 0.497726 0.401067 0.357224 0.514149 0.500115 0.387338 0.390788 0.354647 0.351294 0.341522 0.303973 0.301762 0.339678 0.285121 0.270477 0.251257 0.248143 0.277902 0.228051 0.221141 1.08581 0.219756 0.216609
threshold=0 1 416.00000000000006 1472.5000000000002 28487750000.000004 2 3 4 5 78.500000000000014 85.500000000000014 1.0000000180025095e-35 2003.5000000000002 68.500000000000014 6 7 8 15.500000000000002 9 10 11 260.00000000000006 20.500000000000004 2008.5000000000002 45.500000000000007 75.500000000000014 23.500000000000004 14.500000000000002 26.500000000000004 6.5000000000000009
decision_type=9 9 10 8 8 9 9 9 9 10 10 10 8 10 9 9 9 8 9 9 9 8 8 10 10 8 10 8 10 10
left_child=3 20 5 4 -1 16 -7 8 17 12 -11 -12 -9 14 -14 -16 -3 -8 19 -17 -2 -20 -10 24 28 -24 27 -22 29 -6
right_child=1 2 -4 -5 23 6 7 9 22 10 11 -13 13 -15 15 18 -18 -19 21 -21 26 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016326823681360738 -0.00038386104053863505 9.5322291585612179e-06 6.6608294969324326e-05 -0.00012394323424351052 2.5932792832285441e-05 0.00010958424012901746 1.7759725780161851e-05 0.00013776643967962888 3.6700005291143362e-05 0.00014476153592782575 0.0001671612046834784 -0.00065435444820694747 -0.00042116271357360634 -0.0010941049039852632 -2.5871241372568813e-05 -6.1118402610521619e-06 -0.00026415838172982566 -2.9090388770982368e-05 1.0152429259136453e-05 0.00046857765638140726 -0.00010404179278471903 -7.4468593451069786e-06 0.00035945904506781744 -2.3370065382522193e-05 4.4213607767783595e-05 0.0001276026737616612 -5.4092865125314184e-05 0.00042617398831859695 0.00015833576065139333 1.9655830182494002e-05
leaf_weight=41 102 100 58 39 27 106 32 65 39 36 110 31 111 48 248 116 184 84 25 138 146 630 43 33 61 36 112 50 35 49
leaf_count=41 102 100 58 39 27 106 32 65 39 36 110 31 111 48 248 116 184 84 25 138 146 630 43 33 61 36 112 50 35 49
internal_value=0.000224795 -7.51607e-05 0.000248777 0.0029054 0.00378947 0.000124598 0.000381351 0.000217414 0.00189388 -4.589e-05 0.00164045 0.00053521 -0.000263387 -0.000413061 -0.000277385 -5.82201e-05 -0.00154576 0.000125983 0.000308695 0.00144906 -0.00180523 -0.000150151 0.00347287 0.00281553 0.00342196 0.00505 -0.00110345 -0.000324874 0.00460714 0.00332467
internal_weight=2935 2650 2240 285 246 2182 1898 1792 234 1558 177 141 1381 1316 1268 1157 284 116 909 254 410 655 118 205 172 79 308 196 111 76
internal_count=2935 2650 2240 285 246 2182 1898 1792 234 1558 177 141 1381 1316 1268 1157 284 116 909 254 410 655 118 205 172 79 308 196 111 76
cat_boundaries=0 18 47 61 63 90 92 109 110 111 121 123 125
cat_threshold=131072 0 33554432 10240 0 134225984 0 8192 2048 16 32768 0 0 0 0 32 16 128 1342177280 8 4 0 65536 0 262144 2147483648 1 0 0 33554436 0 1048576 0 0 0 0 0 8192 0 0 0 8 0 0 4 0 524288 0 1 536870912 2097156 0 0 0 268435456 33619968 0 0 256 0 268435456 32768 2148532736 0 0 0 134217728 2147483648 1 0 0 0 0 0 2048 0 0 268435456 4096 0 0 0 0 128 0 0 0 0 49152 64 1048610 32 2 128 67108864 0 0 0 0 536870912 0 0 8192 0 0 0 0 0 1073741824 1058080 67176514 268435456 0 1048576 0 0 0 131072 131072 0 8192 16941058 32 67648 2
is_linear=0
shrinkage=0.04


Tree=341
num_leaves=31
num_cat=15
split_feature=7 8 3 3 12 8 1 0 7 12 6 3 7 0 13 15 7 0 5 18 0 0 18 0 5 13 12 3 0 0
split_gain=2.26809 1.02466 0.788761 0.979334 0.696696 0.675561 0.642954 0.430627 0.425795 0.375663 0.471543 1.13785 0.488035 0.5621 0.363711 0.469643 0.35758 0.356232 0.29181 0.306019 0.397371 0.288616 0.253684 0.235488 0.254386 0.224473 0.339478 0.295422 0.267474 0.222426
threshold=0 1 2012.5000000000002 2002.5000000000002 2 3 5.5000000000000009 42.960000000000008 4 5 6 2002.5000000000002 7 38.57500000000001 8 9 10 45.425000000000004 2.5000000000000004 11 38.20000000000001 42.710000000000008 12 39.07500000000001 2.5000000000000004 13 14 1962.0000000000002 16.750000000000004 40.250000000000007
decision_type=9 9 8 10 9 9 10 8 9 9 9 10 9 10 9 9 9 8 8 9 10 10 9 10 8 9 9 10 10 10
left_child=2 4 3 -1 -2 -3 7 18 -7 10 11 23 13 -12 15 -14 -11 21 -4 -20 -21 25 -16 -10 -25 26 -18 28 -28 -24
right_child=1 5 6 -5 -6 8 -8 -9 9 16 12 -13 14 -15 22 -17 17 -19 19 20 -22 -23 29 24 -26 -27 27 -29 -30 -31
leaf_value=0.00010014171874868447 0.0001189584296799417 -6.4454103000706207e-05 1.8105682436884747e-05 0.00020712851167060619 4.6752471089548966e-06 -9.551774515298268e-05 -0.00095843537220083276 -0.00016370704303307395 -0.0013357517245388727 -0.00091976852374763332 0.00010605121300755256 0.00088354692966421738 7.4684354404252183e-06 0.00030234906920857679 0.00039826166972668873 -0.00030658536603733787 -6.5282986266332549e-05 -0.0011944239888774127 7.614579278735231e-05 9.4044095141759471e-06 5.2102127540796057e-05 5.3861881030022366e-05 -3.8629680221445415e-06 8.4607948072753914e-05 2.9897997588824998e-06 -2.2206473236741475e-05 7.5172808991900899e-05 0.0011941903713250481 -5.3424025658248755e-05 0.00035423644532860582
leaf_weight=34 105 289 34 42 153 218 43 51 25 105 72 28 172 31 56 118 102 38 40 54 60 52 370 37 56 337 35 35 103 54
leaf_count=34 105 289 34 42 153 218 43 51 25 105 72 28 172 31 56 118 102 38 40 54 60 52 370 37 56 337 35 35 103 54
internal_value=0.000340338 -7.84022e-05 0.00327371 0.00696104 0.00226022 -0.000346417 0.00237456 0.00318333 -8.56457e-05 0.000117582 0.000625242 0.00264968 0.000257918 0.00270175 -0.000102434 -0.00119601 -0.000523228 -0.000179524 0.00406349 0.0048 0.00368696 3.60893e-05 0.000570264 0.00107563 0.002 -0.00020881 0.00062937 0.00167391 0.000920862 0.000244705
internal_weight=2949 2591 358 76 258 2333 282 239 2044 1826 1019 146 873 103 770 290 807 702 188 154 114 664 480 118 93 612 275 173 138 424
internal_count=2949 2591 358 76 258 2333 282 239 2044 1826 1019 146 873 103 770 290 807 702 188 154 114 664 480 118 93 612 275 173 138 424
cat_boundaries=0 17 44 45 75 93 95 96 105 106 107 116 117 118 119 120
cat_threshold=2 128 34603008 2099200 524290 8258 0 8192 0 0 40960 0 16 0 0 32 16 1073741824 2 0 134217728 2147483648 0 0 0 1 0 0 0 0 512 268435456 0 0 0 0 0 128 0 0 0 0 0 64 8258 268435456 2052 0 0 0 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4194304 0 0 0 4 0 0 4096 0 16 536879104 524288 0 0 0 268435456 2048 134217760 32 256 0 0 0 0 1073741824 256 83951906 34 320 131072 0 67108864 4 0 0 0 536870912 65536 12 67108864 131072 0 0 4 0 0 0 0 33619968 4 4 2 1197056
is_linear=0
shrinkage=0.04


Tree=342
num_leaves=31
num_cat=9
split_feature=7 7 9 3 4 0 6 4 1 0 7 15 4 4 4 4 0 0 4 0 4 0 6 0 5 6 0 5 11 3
split_gain=1.53823 0.703352 0.461856 0.727131 0.637257 0.395795 0.57123 0.334821 0.372541 0.327656 0.290575 0.25888 0.52248 0.560778 0.430225 0.386323 0.245331 0.631026 0.332923 0.233771 0.228309 0.234896 0.225882 0.277329 0.20827 0.168995 0.168501 0.251237 0.147238 0.18194
threshold=0 1 2 2015.5000000000002 2091500000.0000002 29.500000000000004 3 25409110000.000004 5.5000000000000009 40.250000000000007 4 5 12000.000000000002 3890.0000000000005 283.00000000000006 984745000.00000012 42.960000000000008 42.250000000000007 2114435000.0000002 16.750000000000004 293.00000000000006 12.250000000000002 6 39.07500000000001 1.0000000180025095e-35 7 40.250000000000007 4.5000000000000009 8 2015.5000000000002
decision_type=9 9 9 10 10 10 9 8 10 10 9 9 8 10 10 8 8 10 10 10 10 10 9 10 10 9 10 8 9 10
left_child=5 -2 10 4 19 -1 -7 -8 9 -9 -3 20 13 14 -13 -14 17 18 22 -4 21 -12 -17 -24 -25 26 27 -21 -23 -30
right_child=1 2 3 -5 -6 6 7 8 -10 -11 11 12 15 -15 -16 16 -18 -19 -20 25 -22 28 23 24 -26 -27 -28 -29 29 -31
leaf_value=4.4958345589713136e-05 -0.00011893960874281262 -6.4574317188527866e-05 3.6237082271987683e-05 0.00014998512395548129 0.00010998849239361829 6.519181258446687e-05 4.0802573224784256e-05 1.6133666180662158e-05 -0.0015177376001551848 -0.0035311726095302439 -0.0024438169395638487 0.00012309488056861946 -0.0017153957107815087 0.00037398987919228291 -0.00033191075960849593 8.8369250267652299e-05 -3.5482399422189595e-05 2.3792577608421303e-05 -6.9333061320406836e-05 3.7172336823883762e-05 -7.8734271486265498e-05 6.3867311741909065e-05 -0.0020217244243489409 -2.9389732501260398e-05 0.00055180171737925017 -0.00010551744805914892 -5.7220253099351154e-05 0.0012203503378427844 -1.2346023650037649e-05 -0.00012152936094668177
leaf_weight=33 219 241 46 27 36 150 53 101 33 32 28 27 34 25 26 273 147 25 40 45 29 221 58 43 55 171 30 25 575 89
leaf_count=33 219 241 46 27 36 150 53 101 33 32 28 27 34 25 26 273 147 25 40 45 29 221 58 43 55 171 30 25 575 89
internal_value=0.000235533 -0.000133544 7.56329e-05 0.00132992 0.000870056 0.00249879 0.00217297 0.000713043 -0.000143714 0.000805969 -0.000176683 1.17224e-05 0.000560208 0.00364557 0.00125926 0.0002071 0.000429906 0.000856565 0.000519148 0.000289307 -0.000428123 -0.000319476 0.000846511 -0.000383234 0.000888888 -0.000161766 0.00108108 0.00225352 -0.000203161 -0.000497779
internal_weight=2937 2535 2316 380 353 402 369 219 166 133 1936 1695 753 78 53 675 641 494 469 317 942 913 429 156 98 271 100 70 885 664
internal_count=2937 2535 2316 380 353 402 369 219 166 133 1936 1695 753 78 53 675 641 494 469 317 942 913 429 156 98 271 100 70 885 664
cat_boundaries=0 17 35 37 38 50 51 52 53 55
cat_threshold=3 0 1056768 2099200 524288 64 0 8192 33556480 8208 40960 0 16 0 0 32 16 147456 32 262144 4 0 0 0 268435456 0 32 0 2097152 0 0 0 0 128 768 0 14516 86 0 16 67108864 524288 0 0 0 0 65536 134217728 32 128 76546048 30 384 16416 512
is_linear=0
shrinkage=0.04


Tree=343
num_leaves=31
num_cat=11
split_feature=7 8 1 7 5 0 9 4 3 3 1 5 0 8 17 4 8 9 4 4 0 4 3 1 3 4 7 13 0 6
split_gain=1.62821 0.906313 0.801487 0.618231 0.543631 0.51526 0.402788 0.37924 0.321544 0.449356 0.321078 0.32039 0.346371 0.315125 0.284987 0.925519 0.262156 0.254259 0.438114 0.396933 0.370676 0.330931 0.28519 0.353068 0.249529 0.246062 0.222289 0.213965 0.289577 0.169325
threshold=0 1 1.0000000180025095e-35 2 2.5000000000000004 14.500000000000002 3 676.50000000000011 2010.5000000000002 2017.5000000000002 5.5000000000000009 1.5000000000000002 42.250000000000007 4 5 3990640000.0000005 6 7 1188.0000000000002 15.000000000000002 40.250000000000007 3023950000.0000005 2018.5000000000002 4.5000000000000009 2018.5000000000002 33.000000000000007 8 9 39.07500000000001 10
decision_type=9 9 10 9 8 10 9 8 10 10 10 10 10 9 9 8 9 9 10 10 10 10 8 10 8 10 9 9 10 9
left_child=4 2 -2 -3 10 -5 -7 -4 14 -10 -1 12 16 -8 15 -6 26 18 19 22 24 -20 -15 -24 -19 -26 -9 -25 -29 -16
right_child=1 3 7 5 8 6 13 11 9 -11 -12 -13 -14 17 29 -17 -18 20 21 -21 -22 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=1.7602195494192942e-05 7.6619901449133634e-05 -0.00052990081037740627 -0.00067720387971601285 0.00040357146138883656 9.563311628644877e-05 -0.0003747703351403795 -0.00025172622429067227 4.1994374001490474e-05 -0.00042679161234831397 3.7540239716663298e-05 -5.6261457783100919e-05 9.8792393807091007e-05 -0.00025446631788225683 -0.00016546879498405064 0.00015530017636143108 -0.00010369646564442797 6.2222332464255333e-05 0.00046846305848830195 0.00020948178996168273 -0.00028358014315998497 -0.00013639629299217772 -6.6559738867582037e-05 -0.00028811051184222648 -2.705740712962844e-05 -1.9976800420364581e-05 0.00010487973294832708 -9.0506898921242398e-07 -0.0001112224539843004 5.5647887481620329e-05 2.4658175342831983e-05
leaf_weight=44 43 229 44 26 26 115 107 128 34 30 30 26 66 143 113 90 171 47 53 55 32 28 94 202 91 29 417 88 202 108
leaf_count=44 43 229 44 26 26 115 107 128 34 30 30 26 66 143 113 90 171 47 53 55 32 28 94 202 91 29 417 88 202 108
internal_value=0.000232142 -0.000189621 0.000816776 -0.000775774 0.00234568 -0.000429328 -0.000547009 0.00055334 0.00297512 0.00036923 -0.000746668 0.000751544 0.000602809 -0.000307954 0.00346745 0.00138583 0.000859134 -8.93033e-05 -0.000388129 -0.000682804 0.0011619 0.00239024 -0.000432878 -4.08868e-05 0.00197619 0.000991735 0.000395683 0.000389451 0.00106312 0.0042931
internal_weight=2911 2436 895 1541 475 1312 1286 852 401 64 74 808 782 1171 337 116 716 1064 865 784 199 81 729 586 167 120 545 492 290 221
internal_count=2911 2436 895 1541 475 1312 1286 852 401 64 74 808 782 1171 337 116 716 1064 865 784 199 81 729 586 167 120 545 492 290 221
cat_boundaries=0 17 44 62 64 71 72 98 100 107 108 109
cat_threshold=2 128 33554432 8192 32 134225984 0 8192 2048 8240 40960 0 16 0 0 0 1073741968 16 1048580 0 134217728 2147483648 1 0 0 0 0 0 2048 0 1049088 268435456 0 0 0 4096 0 128 0 20971520 0 0 1073758208 64 1 17 536870912 2099200 0 0 33685504 0 0 0 0 0 67108992 0 0 0 0 256 256 8208 268435456 8 0 0 0 0 262144 44 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 20971520 0 0 1073758208 0 22532 0 0 0 0 0 0 131072 12 340
is_linear=0
shrinkage=0.04


Tree=344
num_leaves=31
num_cat=6
split_feature=7 7 11 17 7 0 2 2 4 6 4 1 4 2 0 2 4 2 2 0 2 2 2 2 2 3 1 3 2 2
split_gain=1.42362 0.854169 0.890756 0.59232 0.522071 0.798404 0.521743 0.570413 0.555751 0.513948 0.488125 1.27293 0.467671 0.46616 0.433316 0.407927 0.38457 0.374139 0.369573 0.623701 0.344555 0.517899 0.254203 0.386044 0.408371 0.238648 0.233448 0.231291 0.225247 0.325875
threshold=0 1 2 3 4 35.850000000000009 38.500000000000007 1.5000000000000002 55828770000.000008 5 3500075000.0000005 5.5000000000000009 8048725000.000001 17.500000000000004 42.960000000000008 27.500000000000004 86.000000000000014 19.500000000000004 12.500000000000002 26.500000000000004 86.500000000000014 65.500000000000014 55.500000000000007 72.500000000000014 385.00000000000006 2002.5000000000002 5.5000000000000009 1997.5000000000002 6.5000000000000009 12.500000000000002
decision_type=9 9 9 9 9 10 8 10 8 9 8 8 8 10 10 8 10 10 10 10 10 10 8 8 8 10 8 10 8 8
left_child=4 -2 3 -3 5 -1 7 -5 -8 13 11 17 -6 27 25 18 -7 -4 19 -14 21 28 -17 -24 -25 -10 -21 -9 -12 -30
right_child=1 2 10 6 12 16 8 9 14 -11 20 -13 15 -15 -16 22 -18 -19 -20 26 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00015335838179116433 -0.00013518575986374038 -8.6256340478986865e-05 0.00031957894463982214 0.0002454127988651107 -6.3897349312895817e-05 2.3838119466945872e-05 0.0002321979939336092 -1.6391223067437995e-06 0.00034303088929305025 0.00015176255780959455 -0.0003100043036838488 8.5194093524320244e-05 0.00041995379628362306 -4.7455024334668373e-05 -8.7433779804796624e-05 5.844933436429156e-05 0.00034360576004353302 -0.00062093100290457417 -0.00095777665993200978 2.254609330629978e-05 -7.6880741117014609e-05 0.00010337248415455252 -1.3600085452768673e-05 0.000152291447511374 2.1453269325151393e-05 2.1193121745896935e-05 -5.1026046126282897e-05 3.1483230678189552e-05 2.2852757207272691e-05 -5.6991857947702164e-05
leaf_weight=31 229 103 25 32 82 66 25 171 122 279 119 32 38 105 27 94 26 38 140 94 165 58 45 48 90 38 29 78 68 442
leaf_count=31 229 103 25 32 82 66 25 171 122 279 119 32 38 105 27 94 26 38 140 94 165 58 45 48 90 38 29 78 68 442
internal_value=0.000300679 -0.000232581 4.74707e-05 0.000887991 0.00174811 0.00408955 0.00122973 0.00069069 0.00296714 0.000422712 -0.000822548 0.001875 0.00125186 -0.000591782 0.00219149 0.00167185 0.00249462 -0.0014375 0.000649006 0.00195062 -0.00113482 -0.000738373 0.00277698 0.0018913 0.00293525 0.00298137 0.000548386 0.000335999 -0.00107302 -0.000704502
internal_weight=2939 2156 1927 980 783 123 877 665 212 633 947 95 660 354 187 578 92 63 301 161 852 687 277 183 138 160 123 249 629 510
internal_count=2939 2156 1927 980 783 123 877 665 212 633 947 95 660 354 187 578 92 63 301 161 852 687 277 183 138 160 123 249 629 510
cat_boundaries=0 17 35 38 39 56 57
cat_threshold=2 128 33562624 2099200 524290 64 131072 536879104 33554432 8208 32800 128 0 0 0 0 1073745936 268451840 268435489 0 516 0 134217728 33554432 0 0 0 0 256 0 0 0 32 0 256 32772 1048576 524288 2 0 0 33554432 2097152 0 64 0 8192 0 8208 0 0 0 0 0 0 16 142
is_linear=0
shrinkage=0.04


Tree=345
num_leaves=31
num_cat=11
split_feature=7 12 8 4 12 6 4 7 6 2 8 2 0 3 2 2 1 2 6 3 0 2 2 12 9 2 0 2 0 2
split_gain=1.42567 0.89593 0.748479 0.600372 0.666523 0.95093 0.828707 0.587988 0.508281 0.507838 0.573418 0.526563 0.432909 0.393292 0.876972 0.370256 0.364424 0.354721 0.331644 0.537904 0.406738 0.397699 0.390447 0.316079 0.470426 0.326654 0.309986 0.344517 0.280222 0.276548
threshold=0 1 2 215.00000000000003 3 4 2867949500.0000005 5 6 100.50000000000001 7 65.500000000000014 31.500000000000004 2020.5000000000002 32.500000000000007 43.500000000000007 5.5000000000000009 38.500000000000007 8 2006.5000000000002 21.500000000000004 13.500000000000002 14.500000000000002 9 10 352.00000000000006 16.750000000000004 26.500000000000004 45.425000000000004 27.500000000000004
decision_type=9 9 9 8 9 9 8 9 9 8 9 10 10 8 10 10 8 10 9 10 10 10 10 9 9 8 10 10 8 10
left_child=1 8 23 -4 7 6 -6 13 -1 10 17 15 26 -5 -15 18 -8 -9 22 20 -20 -22 -12 24 -2 -26 27 -10 29 -3
right_child=2 28 3 4 5 -7 16 9 12 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.7729564521007967e-05 -4.2613598242155548e-05 4.439212717878907e-05 7.8115874165993139e-05 0.00011672206142341224 4.4680712879667792e-05 -5.2190956814598336e-05 -1.8086093932413503e-05 -0.0035378356114842543 0.00033780703645259249 -0.00032117861586703552 -0.00022813387880590231 0.00065841887502632453 -0.00028088799512025709 -5.600460739817264e-06 0.0017732700573573096 -0.00030524175152321837 6.2702652822256726e-05 0.0004433686674387028 0.0019258610887232035 -1.9576127434937328e-05 0.0003495300289790393 7.8734561135148095e-05 0.00025148293291348239 -0.00021078985560686448 1.8041398142999698e-05 0.00012681419577598263 2.4613380326345642e-05 -0.00014150186427914664 -0.000489145429337978 5.5203068247697918e-05
leaf_weight=112 160 225 51 30 33 381 269 54 27 103 67 29 188 56 25 33 95 51 26 46 82 97 49 233 101 25 31 33 26 193
leaf_count=112 160 225 51 30 33 381 269 54 27 103 67 29 188 56 25 33 95 51 26 46 82 97 49 233 101 25 31 33 26 193
internal_value=0.000435197 0.00182033 -0.000125298 0.000309823 0.000167648 -0.000648924 0.000715685 0.00101186 0.000388059 0.000512345 0.00101682 0.00164545 -0.000537932 0.00357377 0.00239024 0.00129676 0.000175342 -0.00155173 0.00166304 0.00242748 0.00339806 0.00268889 -0.000188977 -0.00142642 -0.000484849 0.00128467 0.00169565 -9.3804e-10 0.00304176 0.00336038
internal_weight=2931 835 2096 1577 1526 778 397 748 391 637 534 429 279 111 81 400 364 105 367 251 205 179 116 519 286 126 91 60 444 418
internal_count=2931 835 2096 1577 1526 778 397 748 391 637 534 429 279 111 81 400 364 105 367 251 205 179 116 519 286 126 91 60 444 418
cat_boundaries=0 18 19 48 49 50 60 61 84 85 87 89
cat_threshold=131075 128 33562624 2099200 524290 66 131072 0 33554432 8208 40960 320 16 268435456 0 32 1073745936 128 18022690 268435472 12 4 0 0 1 262144 2147483648 0 0 0 131076 0 0 0 4096 0 0 0 2048 2147483648 0 4194304 8 0 0 0 0 524288 67339616 344 0 1 1048576 0 0 0 0 0 67584 32 144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 336 1057058 32 0 26624
is_linear=0
shrinkage=0.04


Tree=346
num_leaves=31
num_cat=13
split_feature=7 12 4 9 7 12 3 1 0 7 12 12 17 4 4 13 4 12 0 0 3 3 4 0 17 12 0 4 0 1
split_gain=1.5246 1.17405 0.765525 0.63072 0.626491 0.928797 0.697639 0.518652 0.537312 0.431203 0.450039 0.418525 0.416088 0.468787 0.67468 0.321627 0.458067 0.909286 0.325975 0.317425 0.245256 0.236871 0.268496 0.236003 0.223666 0.35439 0.452047 0.301327 0.27328 0.211615
threshold=0 1 1104.0000000000002 2 3 4 2001.5000000000002 5.5000000000000009 33.175000000000004 5 6 7 8 5965.0000000000009 120418.00000000001 9 87817200000.000015 10 23.500000000000004 24.500000000000004 2002.5000000000002 2018.5000000000002 7650.0000000000009 39.07500000000001 11 12 39.07500000000001 14831265000.000002 42.710000000000008 4.5000000000000009
decision_type=9 9 8 9 9 9 8 8 10 9 9 9 9 10 10 9 8 9 10 10 8 8 8 10 9 9 10 8 10 10
left_child=1 29 -3 4 5 7 -7 8 -2 -6 12 -8 13 -11 -15 23 -17 18 -18 -19 -12 -22 -23 -14 27 28 -27 -5 -26 -1
right_child=3 2 -4 24 9 6 11 -9 -10 10 20 -13 15 14 -16 16 17 19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=8.8340010683486334e-06 0.00082834391179611999 0.0001313653826807837 6.525893773588729e-05 -0.00020328384413263742 -0.00086720442877121038 0.0001012667078710041 -0.00090774413384771475 -7.3756839515326891e-06 4.1573320365122949e-05 -0.00034158159226898302 0.00063837172943948396 4.2741423067361204e-07 -0.00026540416152947194 0.00040826122463472926 -6.2850637921272321e-05 5.2422191685219374e-05 0.00046830314122735147 -0.00062432249739193132 0.000182752909935415 2.0014636086125928e-06 -0.00022223166718280735 0.0001655125933102007 -5.261965520997937e-05 1.6709882446921568e-05 0.000356034201361674 8.8650768702568314e-05 -9.6432206316305526e-05 1.0498034686312789e-05 3.4242122133770174e-05 -0.00013756620107466318
leaf_weight=25 60 26 216 57 103 29 100 54 105 198 31 200 102 25 34 25 34 36 76 130 71 38 622 148 91 26 79 50 31 76
leaf_count=25 60 26 216 57 103 29 100 54 105 198 31 200 102 25 34 25 34 36 76 130 71 38 622 148 91 26 79 50 31 76
internal_value=0.00044429 0.00290395 0.00439526 0.000101324 -0.000145162 0.0010161 -0.000341177 0.00297391 0.00421687 -0.000529692 -0.000354207 -0.000930234 0.000302807 -0.001 0.00206667 0.000918149 0.00178205 0.0013574 0.00396694 -0.000587572 -0.00104528 -0.00120765 -0.000968231 -0.000153258 0.00169275 0.00240336 0.000517241 0.000101694 0.00384962 -0.000750001
internal_weight=2898 343 242 2555 2221 548 329 219 165 1673 1570 300 808 257 59 551 301 276 110 166 762 731 660 250 334 227 105 107 122 101
internal_count=2898 343 242 2555 2221 548 329 219 165 1673 1570 300 808 257 59 551 301 276 110 166 762 731 660 250 334 227 105 107 122 101
cat_boundaries=0 18 19 21 32 33 51 53 55 56 57 58 59 61
cat_threshold=1 128 33554432 2097152 0 134225920 0 8192 0 16 32768 384 16 0 0 32 1073741968 128 17892640 262144 22580 131074 16 1610612736 2048 0 64 131072 536870912 33556480 8192 8192 84954208 0 0 67117056 524288 32 2 0 0 0 0 0 0 0 0 0 0 0 256 1245282 2 229376 2 42 2 196672 14 98306 32
is_linear=0
shrinkage=0.04


Tree=347
num_leaves=31
num_cat=12
split_feature=7 7 12 8 1 4 12 8 6 4 4 12 3 3 0 3 3 6 3 7 1 0 3 12 0 0 0 7 1 0
split_gain=1.55099 1.00326 0.766754 0.667966 0.4325 0.401545 0.38996 0.40282 0.414969 0.384779 0.367147 0.309135 0.288139 0.276606 0.255213 0.260892 0.468499 0.238319 0.43584 0.252214 0.393024 0.349545 0.301281 0.219565 0.247341 0.239671 0.221363 0.217037 0.208237 0.203975
threshold=0 1 2 3 5.5000000000000009 2867949500.0000005 4 5 6 293.00000000000006 1950.0000000000002 7 2005.5000000000002 2017.5000000000002 39.07500000000001 2017.5000000000002 1988.5000000000002 8 2003.5000000000002 9 5.5000000000000009 14.500000000000002 1980.5000000000002 10 35.250000000000007 21.500000000000004 14.500000000000002 11 4.5000000000000009 42.250000000000007
decision_type=9 9 9 9 8 10 9 9 9 10 10 9 10 8 8 10 10 9 8 9 10 10 10 9 10 10 10 9 10 10
left_child=2 -2 28 4 -3 6 9 -8 13 17 11 -10 27 -9 -13 16 29 19 -19 21 22 -5 -21 24 -15 26 -25 -4 -1 -16
right_child=1 3 12 5 -6 -7 7 8 10 -11 -12 14 -14 23 15 -17 -18 18 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=6.3047379281646449e-06 -0.00010645532357564003 1.0891768966431877e-05 4.6855133748160656e-05 -0.00019529585776415748 2.5864611747164391e-05 -6.0336612404441326e-05 -0.0011991255572241762 0.0025016370500678502 -0.0011726107290727606 -0.00038297934436138986 4.5560937105187168e-05 -0.00047737399204536644 9.5724452644125405e-07 -0.00032106697286512137 2.026175267977084e-05 0.00010897589269995144 -5.0935063803127555e-05 -0.00049996706436231087 7.027013987786724e-05 -4.1905720601868689e-05 -0.0015492125000880507 0.00019570560894662095 0.00023371969243158626 -3.5144281725274708e-05 0.0002682399128695616 -1.1099452544284163e-05 0.00011503276002209042 0.00010862759642089867 -6.9832383692687829e-05 -2.6587127732753402e-05
leaf_weight=33 345 175 119 40 71 39 103 39 101 39 48 83 45 83 197 40 99 28 225 96 44 182 30 26 33 121 111 201 73 53
leaf_count=33 345 175 119 40 71 39 103 39 101 39 48 83 45 83 197 40 99 28 225 96 44 182 30 26 33 121 111 201 73 53
internal_value=0.000407799 -1.62564e-06 0.00248133 0.000328766 0.00224124 6.41359e-05 0.000151481 -0.000303137 -5.35895e-05 0.000897841 -0.000702533 -0.000996517 0.00335106 0.000915093 -0.000513458 -9.23086e-05 -0.000445715 0.00114551 0.00207576 0.000476426 -0.000662984 0.00133905 0.000440944 0.000597332 -0.000818899 0.00121933 0.0024058 0.00386293 -0.000547009 0.000478087
internal_weight=2922 2451 471 2106 246 1860 1821 1137 1034 684 621 573 365 413 472 389 349 645 253 392 170 222 126 374 116 258 137 320 106 250
internal_count=2922 2451 471 2106 246 1860 1821 1137 1034 684 621 573 365 413 472 389 349 645 253 392 170 222 126 374 116 258 137 320 106 250
cat_boundaries=0 17 34 36 66 67 96 97 99 100 108 109 123
cat_threshold=2 128 100671488 2048 2 2 0 8192 33554432 16 40960 384 16 268435456 0 32 1073741840 131072 0 537919488 2621444 524288 134219840 33554432 268435456 0 134217760 32 2097152 0 0 67108864 0 128 17827136 2 0 2048 0 134217728 2147483648 0 0 0 1 0 0 2048 8192 512 0 0 0 0 4096 10240 0 0 0 0 0 16384 0 0 0 4096 18047008 0 0 0 0 0 0 0 2147483648 0 0 0 131072 2048 0 0 4096 0 0 0 0 0 0 0 8 0 0 0 0 524288 10 67111168 2 328 0 0 0 0 0 0 131072 131072 34048 2 0 67108864 0 2 0 0 0 0 0 0 256 0 268435456
is_linear=0
shrinkage=0.04


Tree=348
num_leaves=31
num_cat=16
split_feature=7 4 8 6 1 8 12 13 12 6 7 5 9 3 1 4 11 1 1 4 12 1 12 3 12 6 3 1 12 5
split_gain=1.73722 1.30399 0.77457 0.531406 0.583708 0.463903 0.936719 0.679035 0.467525 0.560694 0.503787 0.461092 0.400133 0.31216 0.269874 0.26364 0.351143 0.453734 0.30004 0.261158 0.25405 0.251493 0.247884 0.350565 0.224794 0.279632 0.298009 0.271172 0.21704 0.195585
threshold=0 963180000.00000012 1 2 5.5000000000000009 3 4 5 6 7 8 4.5000000000000009 9 2019.5000000000002 3.5000000000000004 28.000000000000004 10 4.5000000000000009 4.5000000000000009 575.00000000000011 11 5.5000000000000009 12 2010.5000000000002 13 14 2004.5000000000002 5.5000000000000009 15 2.5000000000000004
decision_type=9 8 9 9 8 9 9 9 9 9 9 8 9 8 8 10 9 10 10 10 9 8 9 10 9 9 10 10 9 8
left_child=1 -1 22 -3 -5 6 -4 -8 9 15 14 19 -12 -13 -10 16 17 -7 -18 -11 -20 -17 29 -24 -14 26 27 -26 -19 -2
right_child=2 3 5 4 -6 8 7 -9 10 11 12 13 24 -15 -16 21 18 28 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00013204613333605322 -1.5412766235476192e-05 7.749186133311351e-05 0.0002447778420772526 4.7359704878062289e-05 -0.00056379469964846964 0.00011703636747718377 2.0481993686586203e-05 -0.00038650431292860162 -4.5561786454838583e-05 -0.00048648607169816206 -0.00062510468689662088 0.00031980155982896767 4.5208942304424009e-05 0.00015837649960297274 4.7897510495508766e-05 -0.00045389532154960189 -0.00026656872709319063 0.00018695933045607225 -0.00013257689002413162 0.00014904372962017519 0.00011067963324725708 -1.4076394115097146e-05 -0.00014870048756825271 8.0280515808987262e-05 1.7247995341706208e-05 -0.0001142647804364672 -0.00073818244319594315 -4.795737180491007e-05 -1.54614241175983e-06 1.9438555318363683e-05
leaf_weight=47 32 114 102 130 66 26 111 133 25 38 112 75 146 188 157 61 81 103 111 25 120 54 182 28 188 165 29 60 150 89
leaf_count=47 32 114 102 130 66 26 111 133 25 38 112 75 146 188 157 61 81 103 111 25 120 54 182 28 188 165 29 60 150 89
internal_value=0.000613088 0.00318478 0.000244426 0.00231511 0.000850241 0.000510787 0.00183753 0.000407842 0.000261817 0.000836049 -0.000412095 0.00218398 -0.000900142 0.00298485 0.00140933 0.000189678 0.000533783 0.00153103 -0.000396286 -0.000812501 0.000327585 -0.00155173 -0.00153216 -0.00235294 -0.000454091 -0.000900663 -9.72231e-05 0.000353413 0.00105512 -3.03039e-05
internal_weight=2948 357 2591 310 196 2260 346 244 1914 1032 882 326 700 263 182 706 591 279 312 63 231 115 331 210 588 442 277 248 253 121
internal_count=2948 357 2591 310 196 2260 346 244 1914 1032 882 326 700 263 182 706 591 279 312 63 231 115 331 210 588 442 277 248 253 121
cat_boundaries=0 18 47 48 78 79 80 82 83 100 102 105 106 108 109 110 111
cat_threshold=3 128 8192 10240 524288 8192 0 8192 2048 16 40960 0 0 0 0 0 16 128 1342177296 4 0 0 0 1 262144 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4194304 8 0 16384 4 0 524288 86 0 2048 4 134217728 2147483648 0 0 0 1 32768 0 133120 0 512 0 0 0 0 0 0 256 0 0 0 0 268468224 0 0 0 4096 16826432 12 68223330 2 156 0 0 67108864 0 0 0 131072 0 0 0 0 128 0 0 0 0 4096 0 4228 4 1024 524288 67109154 67112032 32 16909312 456 1114400
is_linear=0
shrinkage=0.04


Tree=349
num_leaves=31
num_cat=16
split_feature=8 7 12 9 0 12 8 12 7 12 12 12 1 5 17 0 0 0 7 6 6 0 0 1 11 1 0 5 0 0
split_gain=1.72354 1.05878 0.688124 0.558154 0.551218 0.503412 0.613982 0.526856 0.414597 0.490553 0.470779 0.341705 0.345319 0.321419 0.320937 0.281786 0.278519 0.269841 0.268135 0.245758 0.226631 0.226534 0.354202 0.232494 0.22144 0.319597 0.211188 0.195555 0.157194 0.144983
threshold=0 1 2 3 42.710000000000008 4 5 6 7 8 9 10 5.5000000000000009 1.5000000000000002 11 38.57500000000001 14.500000000000002 44.07500000000001 12 13 14 36.400000000000006 16.750000000000004 5.5000000000000009 15 5.5000000000000009 39.07500000000001 1.5000000000000002 35.250000000000007 31.500000000000004
decision_type=9 9 9 9 10 9 9 9 9 9 9 9 8 8 9 10 10 10 9 9 9 10 10 8 9 8 10 10 10 10
left_child=2 11 -1 4 -4 18 8 14 9 -7 26 12 -2 -5 27 -13 -11 20 -3 -20 21 22 -9 -23 -16 28 -10 -8 -26 -18
right_child=1 5 3 13 -6 6 7 17 10 16 -12 15 -14 -15 24 -17 29 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.6703276619030978e-06 0.00011871062736472525 -1.2003779641701239e-05 -0.00071327678715855285 0.00012318381859134205 3.2603558511721463e-05 -0.0015267671618009689 3.8353223788139451e-05 2.4197158743843102e-05 -0.00014475206701564791 -4.9382195821083682e-05 0.00011235486000153279 1.6086359813788459e-05 3.2984080978426609e-05 0.00012871606250145214 -7.0282678768136738e-05 -0.00024442439224374175 0.00029919380729689617 8.8583752882540751e-06 -2.2749323527765764e-06 -0.00033963734292842595 -0.00022668308475587597 -1.0276142688329054e-05 -0.0011641571304822614 3.2639099228788384e-05 -5.1214892910680235e-07 -0.00012570724790837844 0.00014889186677716665 3.6878974562671403e-05 7.2003495365658454e-05 -1.4918235799151794e-06
leaf_weight=106 73 116 47 27 58 121 88 42 79 37 146 96 45 206 138 118 133 70 102 197 341 169 65 33 60 33 28 30 90 33
leaf_count=106 73 116 47 27 58 121 88 42 79 37 146 96 45 206 138 118 133 70 102 197 341 169 65 33 60 33 28 30 90 33
internal_value=0.000427595 1.1226e-05 0.00269011 0.00357593 0.000862068 -0.000316375 -1.37388e-05 -0.000543591 0.00104082 7.16409e-05 0.00222727 0.0020758 0.00378294 0.00470492 0.000542221 0.000995555 0.00125234 -0.00120383 -0.0015493 -0.00218065 -0.00147466 -0.000612501 -0.00211111 0.000157635 -0.000132531 0.000762886 0.000101694 0.00223256 0.0015894 0.00201198
internal_weight=2927 2483 444 338 105 2151 1736 1159 577 324 253 332 118 233 439 214 203 720 415 299 650 309 107 202 321 183 107 118 150 166
internal_count=2927 2483 444 338 105 2151 1736 1159 577 324 253 332 118 233 439 214 203 720 415 299 650 309 107 202 321 183 107 118 150 166
cat_boundaries=0 30 48 50 52 53 76 78 87 88 89 91 92 101 102 103 104
cat_threshold=0 2050 4 134217728 0 0 0 0 1 0 0 133124 0 1049088 0 0 0 0 33558528 2048 0 0 0 0 0 1073741824 64 0 0 4096 268566530 17 8192 2048 0 64 0 8192 0 0 0 384 16 0 0 0 4240 128 84019232 32 0 24624 41984 16 8 0 0 2147483648 0 0 0 0 0 0 0 10240 0 0 4096 0 0 0 0 0 0 20971520 67305792 2 0 0 0 0 0 0 131072 131072 2048 16974080 67321952 32770 2 56 0 0 1048576 0 0 0 131072 131072 2048 146 328 4
is_linear=0
shrinkage=0.04


Tree=350
num_leaves=31
num_cat=10
split_feature=7 12 11 13 4 2 2 7 2 12 2 2 2 4 4 4 2 12 2 2 2 2 2 2 7 2 2 2 9 12
split_gain=2.10987 1.17963 0.87584 0.813575 0.6394 0.488942 0.380297 0.359302 0.627597 0.377992 0.340045 0.644196 0.44355 0.337087 0.606095 0.375777 0.340729 0.292832 0.759133 0.302758 0.275646 0.236204 0.236345 0.201049 0.190663 0.200346 0.245192 0.224622 0.410908 0.440202
threshold=0 1 2 3 28487750000.000004 231.50000000000003 111.00000000000001 4 108.50000000000001 5 29.500000000000004 161.00000000000003 74.500000000000014 9950.0000000000018 575.00000000000011 215.00000000000003 12.500000000000002 6 49.500000000000007 10.500000000000002 43.500000000000007 30.500000000000004 28.500000000000004 10.500000000000002 7 321.00000000000006 106.50000000000001 63.500000000000007 8 9
decision_type=9 9 9 9 8 8 8 9 10 9 8 10 10 8 10 10 10 9 10 8 8 10 8 10 9 10 10 10 9 9
left_child=1 6 3 5 -3 -2 -1 8 9 -4 -6 12 -12 14 15 16 -9 18 19 -15 23 22 -11 -5 -19 26 27 28 -26 -30
right_child=2 4 7 20 10 -7 -8 13 -10 21 11 -13 -14 17 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.0751230394877419e-05 5.3436085313070086e-05 0.00013735538138300946 4.9462567306684148e-06 3.1725197741106108e-05 1.6458160401509672e-05 -0.00043396895329377466 -0.0002392659683219097 -5.3471308366375563e-05 0.00077279136080445673 -0.00014525273244880393 6.3597789953570338e-05 1.9518371022125729e-06 0.00021429875664011322 7.3480230923736873e-06 0.00037433269033463446 -0.0024552346290504525 2.3252953438548056e-05 1.5508927977517672e-05 -0.00014701664170594267 0.00024738564978704007 2.036024139697592e-05 -0.00033893636324862207 0.00010301603137543931 -0.00037961183746114055 -3.8025988306014991e-05 6.0788922550190431e-05 -0.00015969603323178632 1.6900970241650193e-05 -5.0996680866215517e-05 0.00013589765705995341
leaf_weight=86 76 48 123 27 91 26 43 27 34 197 53 39 31 70 62 41 25 121 59 105 115 139 25 67 714 29 52 113 114 154
leaf_count=86 76 48 123 27 91 26 43 27 34 197 53 39 31 70 62 41 25 121 59 105 115 139 25 67 714 29 52 113 114 154
internal_value=0.000583418 0.00327363 0.000150435 0.00209938 0.00480586 0.00488495 2.85705e-05 -0.000133635 -0.00104348 -0.00143505 0.0040186 0.0053871 0.00734118 0.000150854 0.00192308 -0.000127661 0.00211321 -2.87216e-05 0.00124082 0.00261364 0.000563635 -0.00205376 -0.00129148 -0.00101053 -0.000266056 -0.000424601 -0.000512196 -0.000383213 -0.000577824 0.000745519
internal_weight=2906 391 2515 311 262 102 129 2204 518 484 214 123 84 1686 155 93 52 1531 234 175 209 361 222 94 1297 1176 1147 1095 982 268
internal_count=2906 391 2515 311 262 102 129 2204 518 484 214 123 84 1686 155 93 52 1531 234 175 209 361 222 94 1297 1176 1147 1095 982 268
cat_boundaries=0 17 18 21 22 36 38 39 56 58 59
cat_threshold=268451840 128 100663296 2097152 0 134217792 0 8192 2048 16 32768 0 0 0 0 32 1073741968 16911456 32768 2147484160 524288 2 0 1 0 786436 32 0 33685504 805306368 33554432 134217760 32 256 0 268435456 67108960 32 16909344 0 0 1611661312 2048 2 0 0 0 0 0 0 0 0 0 0 0 4096 0 22528 2114
is_linear=0
shrinkage=0.04


Tree=351
num_leaves=31
num_cat=8
split_feature=8 3 3 9 1 2 1 8 9 2 2 1 5 11 3 8 2 2 2 2 2 2 0 2 6 2 3 18 2 1
split_gain=0.911801 0.708087 0.639609 0.467081 0.966862 0.518448 0.472391 0.318349 0.387817 0.403226 0.382688 0.337582 0.293396 0.23772 0.288949 0.467353 0.457037 0.410465 0.323396 0.505814 0.29134 0.689507 0.497438 0.294155 0.256967 0.411758 0.301632 0.299237 0.254864 0.268061
threshold=0 1998.5000000000002 2012.5000000000002 1 3.5000000000000004 2930.0000000000005 1.5000000000000002 2 3 2.5000000000000004 11.500000000000002 2.5000000000000004 4.5000000000000009 4 2016.5000000000002 5 23.500000000000004 22.500000000000004 129.50000000000003 194.50000000000003 111.00000000000001 59.500000000000007 30.500000000000004 1219.0000000000002 6 42.500000000000007 1994.5000000000002 7 65.500000000000014 5.5000000000000009
decision_type=9 10 10 9 10 8 10 9 9 8 8 10 10 9 10 9 8 10 10 10 8 10 10 8 9 8 10 9 10 8
left_child=1 3 -3 4 -1 6 -5 -2 -9 -10 11 -11 13 -12 15 16 -15 -16 24 -20 21 22 -18 -22 -17 -26 27 -27 -29 -30
right_child=7 2 -4 5 -6 -7 -8 8 9 10 12 -13 -14 14 17 18 20 -19 19 -21 23 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=1.9736258440701171e-05 -3.1780759091229365e-05 0.00030810215623836663 3.9453117107100455e-05 1.2598019596817808e-05 -0.0011770492350118625 -0.0047480491789228477 9.2439824935842483e-05 -2.1560186808938612e-05 -7.4081236564466608e-05 -5.8623903655359299e-05 -0.00055579055728623725 8.9946428388831281e-05 5.5541635513623194e-05 -0.0007210938237721125 -0.00040030648292474854 -1.9786346885268814e-05 0.0003454331457940573 0.00010404808699420676 0.0016000561665009162 6.8465874153608695e-06 -0.00018419018791079208 0.0001546409226654943 -0.00050583543302074973 0.00019164121253455719 1.9555610787097387e-05 9.8491618519014051e-06 4.7417351560128472e-05 -0.00054793559269867848 1.4879951398998152e-05 -0.00016072113371066028
leaf_weight=37 252 26 26 25 70 27 180 272 143 27 100 371 28 49 25 269 46 36 25 80 27 38 35 61 342 41 45 130 86 27
leaf_count=37 252 26 26 25 70 27 180 272 143 27 100 371 28 49 25 269 46 36 25 80 27 38 35 61 342 41 45 130 86 27
internal_value=0.000507634 0.00227861 0.00664151 0.00165882 -0.000576272 0.00260082 0.00339806 0.000226032 0.000375107 0.000566111 0.000724192 0.00182456 0.000429241 0.000349965 0.000489438 0.00036559 0.00185768 0.00316129 -1.89403e-05 0.00207547 0.00275 0.00403333 0.00190244 0.000988763 -0.000255049 0.000170087 -0.000836365 -0.0013193 -0.00185246 -0.000456141
internal_weight=2946 391 52 339 107 232 205 2555 2303 2031 1888 398 1490 1462 1362 1301 256 61 1045 105 207 119 81 88 940 671 329 284 243 113
internal_count=2946 391 52 339 107 232 205 2555 2303 2031 1888 398 1490 1462 1362 1301 256 61 1045 105 207 119 81 88 940 671 329 284 243 113
cat_boundaries=0 27 29 58 60 63 89 90 91
cat_threshold=0 0 4 134217728 2147483648 1 0 0 0 32768 0 131076 0 1049088 0 0 0 0 33554432 8192 0 0 0 0 0 32768 64 0 24596 268435456 0 0 0 0 0 0 2147483648 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 4194304 8 0 0 4 0 524288 1 176 32769 1049088 4096 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 384 0 0 0 0 16384 324 4
is_linear=0
shrinkage=0.04


Tree=352
num_leaves=31
num_cat=14
split_feature=8 7 1 0 5 7 0 17 0 9 17 6 0 1 0 0 9 15 7 8 0 0 8 0 5 6 0 7 0 0
split_gain=1.72113 0.590206 0.508829 0.472662 0.472131 0.369147 1.16124 0.555213 0.340805 0.326802 0.270897 0.470719 0.381381 0.241256 0.214343 0.470593 0.459802 0.196778 0.297772 0.190316 0.184722 0.232431 0.169519 0.177409 0.157286 0.15611 0.146726 0.124941 0.225935 0.118495
threshold=0 1 4.5000000000000009 39.07500000000001 2.5000000000000004 2 16.750000000000004 3 42.960000000000008 4 5 6 36.400000000000006 5.5000000000000009 31.500000000000004 28.500000000000004 7 8 9 10 40.675000000000004 35.250000000000007 11 39.07500000000001 9.0000000000000018 12 38.20000000000001 13 10.500000000000002 30.500000000000004
decision_type=9 9 10 10 8 9 10 9 8 9 9 9 10 8 10 8 9 9 9 9 8 10 9 10 8 9 10 9 10 10
left_child=2 -2 -1 -4 29 6 -6 8 26 24 20 12 -12 -8 15 17 -16 18 -13 -5 21 -11 -18 -24 -9 -25 -7 -19 -29 -3
right_child=1 4 3 19 5 7 13 9 -10 10 11 14 -14 -15 16 -17 22 27 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=3.1807917636273644e-05 -0.00020490282478446604 2.9576486627054942e-05 -0.00012306868039166366 4.1021602693100307e-05 0.001130835103598797 4.1963022107783355e-05 1.8668233593238771e-05 0.00039205517349677076 -7.7392163245956785e-05 -0.0010372176400772367 -0.0013815123976995722 -6.3983247686314777e-06 8.1877275083085707e-05 -0.00016909602930710802 -0.00010454696225413383 0.0010173784960980331 -7.0118452434309522e-05 1.3986646657555885e-05 0.00021594927197561046 9.1283694507976086e-05 -0.001539590774685416 -1.2759567656661538e-06 -7.0996313941880111e-05 5.9255052569373755e-05 -0.00027363956832828781 -7.888451748049291e-07 5.4110582741144926e-05 7.7693182229410245e-06 -0.00026347322199131987 -1.3538557980053009e-05
leaf_weight=82 146 33 48 209 25 32 177 26 33 27 37 134 105 66 105 40 104 112 195 147 33 114 83 170 80 177 53 60 84 196
leaf_count=82 146 33 48 209 25 32 177 26 33 27 37 134 105 66 105 40 104 112 195 147 33 114 83 170 80 177 53 60 84 196
internal_value=0.000623039 0.000183888 0.00276861 0.0022321 0.00034429 0.00053642 0.00189247 0.000321762 0.00285271 0.000127282 0.000276555 0.000462949 0.00256209 0.00109836 0.000207058 0.000734823 -0.000306251 0.000443685 0.00107059 0.00273389 -0.00116757 -0.00059155 0.000190825 0.000544217 -0.00191453 0.000954022 0.0044186 -0.000389514 -0.00113548 -0.00137391
internal_weight=2933 2447 486 404 2301 2072 268 1804 118 1686 1580 1406 142 243 1264 625 639 585 329 356 174 141 534 430 106 347 85 256 144 229
internal_count=2933 2447 486 404 2301 2072 268 1804 118 1686 1580 1406 142 243 1264 625 639 585 329 356 174 141 534 430 106 347 85 256 144 229
cat_boundaries=0 27 45 63 64 66 67 68 70 71 79 106 136 137 145
cat_threshold=0 2 4 134217728 3221225472 1 0 2147483648 1 32768 0 2052 0 1049088 268435456 0 0 0 4096 8192 0 0 0 0 0 268468224 64 1 33 0 4 0 0 0 0 0 0 0 2097408 0 0 0 0 0 256 131074 128 0 2099200 0 64 0 0 33556480 32 0 0 16 0 0 32 0 128 33 0 12304 10 336 0 16512 67633152 0 0 0 0 0 0 0 131072 0 0 0 0 2147483648 0 0 2147483648 0 32768 0 4 0 512 268435456 0 0 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 384 0 0 0 0 0 0 0 0 4096 132 0 0 0 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=353
num_leaves=31
num_cat=7
split_feature=8 9 11 4 12 2 8 3 0 2 2 2 2 9 2 2 2 0 2 2 4 2 2 2 2 3 4 0 2 8
split_gain=2.27038 0.680303 0.666606 0.982926 0.599555 0.634362 0.544906 0.905409 0.696094 0.560819 0.514403 0.863086 0.474868 0.455338 0.584297 0.404045 0.361634 0.984114 0.387264 0.334256 0.432566 0.337675 0.538634 0.32214 0.414575 0.467203 0.29783 0.278257 0.261861 0.253797
threshold=0 1 2 29000.000000000004 3 416.00000000000006 4 2008.5000000000002 47.750000000000007 64.500000000000014 12.500000000000002 22.500000000000004 10.500000000000002 5 4.5000000000000009 698.00000000000011 61.500000000000007 25.500000000000004 30.500000000000004 14.500000000000002 481.00000000000006 24.500000000000004 44.500000000000007 41.500000000000007 10.500000000000002 2009.5000000000002 25409110000.000004 30.500000000000004 86.500000000000014 6
decision_type=9 9 9 10 9 10 9 10 10 10 10 10 10 9 10 10 10 10 10 10 10 10 10 10 10 10 8 10 10 9
left_child=1 12 3 10 5 6 7 16 9 13 -2 -12 -1 14 -8 -7 18 28 -4 20 -3 -21 -23 24 25 -16 -14 -13 -18 -6
right_child=2 19 4 -5 29 15 8 -9 -10 -11 11 27 26 -15 23 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.3969471207695728e-05 0.00029029886226208056 0.00027780014548472955 1.4246087389519067e-05 -0.0043987237693581703 1.4969924349941045e-05 5.2984417920291153e-05 -0.00020279227390604247 8.1440651005730246e-05 0.00014821880927175707 -0.00029365998850570789 -0.002425249052388426 7.5475715597048595e-05 3.5210748484327744e-06 -3.5322074172775708e-05 0.00022972377521802398 6.9084843694788273e-05 4.65642423416797e-05 0.0011422845012734539 -4.7310757663376333e-05 0.0004703419717942025 -3.5593249458332027e-06 1.1935881410061345e-05 0.00014084506076158553 0.00016512247568810362 -1.548934888748566e-06 -0.0014760712003637564 -0.0011965923632141918 3.7697692322316597e-05 -9.948899254129135e-05 -3.2203270337838815e-05
leaf_weight=49 84 57 224 38 112 26 109 34 48 113 45 29 37 284 66 42 36 26 107 29 31 25 42 34 147 28 31 77 28 928
leaf_count=49 84 57 224 38 112 26 109 34 48 113 45 29 37 284 66 42 36 26 107 29 31 25 42 34 147 28 31 77 28 928
internal_value=0.000477249 0.00370513 9.7159e-05 0.00192958 -0.000119851 0.000434335 0.000236575 0.00133047 -0.000376191 -0.000670078 0.0029661 0.00155263 0.00103125 -0.000227206 0.000668354 0.00417391 0.000843601 0.00307692 0.000228915 0.00525128 0.00368539 0.00717526 0.00547059 0.00166667 0.00114049 0.0032 -0.00104348 0.00351402 0.00036923 -0.000837299
internal_weight=2966 301 2665 273 2392 1352 1284 455 829 781 235 151 117 668 384 68 421 90 331 184 88 96 67 275 241 94 68 106 64 1040
internal_count=2966 301 2665 273 2392 1352 1284 455 829 781 235 151 117 668 384 68 421 90 331 184 88 96 67 275 241 94 68 106 64 1040
cat_boundaries=0 26 28 31 33 59 61 81
cat_threshold=0 2050 0 134217728 3221225472 0 0 0 0 32768 0 0 8192 1049088 0 0 0 0 4096 0 0 0 0 0 0 268435456 0 28704 32768 2148597760 524288 17967170 32 16 0 0 0 0 1 0 2147483648 0 0 0 4 2048 0 0 0 0 0 0 0 384 0 16777216 0 0 16384 256 2208 0 8 0 0 0 0 0 2147483648 0 0 0 2052 0 0 0 4096 0 0 0 8192
is_linear=0
shrinkage=0.04


Tree=354
num_leaves=31
num_cat=12
split_feature=8 7 12 5 2 2 9 8 12 9 7 7 2 2 2 2 6 2 2 6 0 2 2 2 0 2 2 0 0 12
split_gain=1.68963 1.40888 0.806751 0.796174 0.580136 0.486337 0.481607 0.466327 0.383648 0.480619 0.375011 0.308304 0.294356 0.78151 0.457122 0.295698 0.569569 0.293997 0.296149 0.29166 0.307368 0.92983 0.286245 0.276954 0.266034 0.224118 0.218072 0.208496 0.196002 0.181629
threshold=0 1 2 2.5000000000000004 104.50000000000001 5.5000000000000009 3 4 5 6 7 8 24.500000000000004 59.500000000000007 88.500000000000014 15.500000000000002 9 47.500000000000007 13.500000000000002 10 35.600000000000009 20.500000000000004 57.500000000000007 365.00000000000006 9.5000000000000018 5.5000000000000009 10.500000000000002 23.500000000000004 30.500000000000004 11
decision_type=9 9 9 8 10 10 9 9 9 9 9 9 10 10 10 10 9 8 10 9 10 10 10 10 8 8 8 10 10 9
left_child=4 2 19 -4 6 -5 -1 -3 9 -9 -10 28 15 27 -15 16 26 18 -8 20 22 -22 -2 24 -12 -18 -13 -14 -11 -26
right_child=1 7 3 5 -6 -7 17 8 10 11 23 12 13 14 -16 -17 25 -19 -20 -21 21 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=6.6359260233754104e-06 9.5161079515402786e-05 -6.9376446252017565e-05 -8.7478424540522628e-05 4.9041255250256018e-05 0.00012465180594028135 9.9421647097579753e-05 8.8429529144781462e-05 -5.4939924027827842e-05 -9.6395091692017803e-05 8.3169689403395939e-06 0.0017299976951938882 0.002967591125259707 -1.4307433950120916e-05 0.00053657747698840266 1.9299441784418377e-05 0.00060668177008932139 1.7762868257131967e-05 8.2167214170901664e-05 0.00012006508046883675 -0.00012429693991336787 -9.8200556426096393e-06 0.00022777067925320487 -0.0010437319658489158 2.3233647140870062e-05 -0.00032374968303533735 -6.771212912270506e-05 0.00020646296394486301 -0.0012041823920307384 -9.7008213150392712e-05 -5.5120114013935655e-06
leaf_weight=137 62 147 34 49 32 292 64 105 100 171 27 53 28 29 73 58 32 61 51 104 31 28 25 41 173 73 47 56 39 753
leaf_count=137 62 147 34 49 32 292 64 105 100 171 27 53 28 29 73 58 32 61 51 104 31 28 25 41 173 73 47 56 39 753
internal_value=0.000504031 0.000151457 0.00179245 0.00295337 0.00308989 0.00361403 0.00263694 -0.000367064 -0.000188337 0.000495483 -0.000666064 0.000901492 0.00148696 0.000299464 0.00264078 0.00237879 0.00165048 0.00393583 0.00534483 -9.13481e-10 0.00112102 0.0034 -0.000318183 -0.000413931 -0.000557653 -0.000517242 0.0036036 -0.00254118 -0.000361992 -0.00067314
internal_weight=2975 2630 625 375 345 341 313 2005 1858 764 1094 659 449 186 102 263 205 176 115 250 146 59 87 994 953 105 100 84 210 926
internal_count=2975 2630 625 375 345 341 313 2005 1858 764 1094 659 449 186 102 263 205 176 115 250 146 59 87 994 953 105 100 84 210 926
cat_boundaries=0 30 47 48 50 80 82 84 94 106 107 108 109
cat_threshold=16 2048 4 134217728 0 1 0 0 0 32768 0 2048 64 1050112 268435456 0 0 0 0 0 0 0 0 0 0 268435456 64 0 0 4096 0 129 570433536 2048 0 134217728 131072 8192 2048 134217728 32768 0 16 0 0 32 1073741840 17024256 0 2080 1342177280 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2048 128 0 0 0 0 0 0 0 524288 8192 1263872 34 0 8340 0 0 67108864 4 0 0 0 536870912 0 32 0 0 0 0 0 0 0 131072 65536 0 0 128 14 216 16777280
is_linear=0
shrinkage=0.04


Tree=355
num_leaves=31
num_cat=11
split_feature=7 7 2 12 1 12 8 2 2 2 2 6 2 9 2 1 2 12 5 7 2 2 7 2 2 2 6 2 2 2
split_gain=1.80049 1.12243 1.03065 0.67441 0.948535 0.597081 0.585999 1.01794 0.711735 0.603266 0.460346 0.442429 0.542235 0.360943 0.47226 0.416315 0.608888 0.541718 0.754306 0.681797 0.382423 1.04573 0.343534 0.323041 0.305386 0.519664 0.303791 0.328014 0.607983 0.29457
threshold=0 1 6.5000000000000009 2 5.5000000000000009 3 4 24.500000000000004 84.500000000000014 105.50000000000001 151.50000000000003 5 15.500000000000002 6 3.5000000000000004 1.5000000000000002 74.500000000000014 7 3.5000000000000004 8 88.500000000000014 59.500000000000007 9 60.500000000000007 94.500000000000014 70.500000000000014 10 47.500000000000007 23.500000000000004 3.5000000000000004
decision_type=9 9 8 9 8 9 9 8 10 10 10 9 10 9 8 10 8 9 8 9 8 10 9 8 10 8 9 8 10 10
left_child=2 -2 29 4 -4 22 7 -7 -9 13 -11 24 -13 14 -8 16 -15 18 -17 -19 21 -21 -3 -6 25 -5 27 28 -24 -1
right_child=1 5 3 11 23 6 9 8 -10 10 -12 12 -14 15 -16 17 -18 19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.8894077125952057e-05 -0.00019145652826491898 -0.00034562684958487541 -0.00089347796076464617 0.00027856085861248056 0.00051542996624465653 -6.1244629817995701e-05 0.00061743402701611052 0.00078960470817793032 4.597848080753542e-05 0.0012382204634943769 3.445646523146812e-05 0.00027044385364504721 -9.253666522653504e-06 0.0033746343061849975 -0.0002569096933107371 -0.0008878791918241688 3.0095100297444777e-05 -0.0007242810358914992 0.00011325078621368148 -1.8486454243494096e-08 -0.00058757486619202316 0.00067869138260907857 -4.0737730606109648e-06 -1.7624988379176357e-05 7.885413959447556e-05 -8.315149248681655e-05 -0.00023962286068011294 -1.217765159344821e-05 0.0001285513117986025 6.4629316389313559e-05
leaf_weight=29 254 104 87 59 25 39 27 49 31 27 85 44 98 26 169 33 59 149 240 594 65 41 129 26 27 25 196 120 66 34
leaf_count=29 254 104 87 59 25 39 27 49 31 27 85 44 98 26 169 33 59 149 240 594 65 41 129 26 27 25 196 120 66 34
internal_value=0.000260986 -0.000163883 0.00254624 0.00182653 -0.000483222 0.000125663 0.000525227 0.00310769 0.00592592 0.000301441 0.00311504 0.00298485 0.0012549 7.69221e-05 -0.0014686 0.000338258 0.00302325 0.000135351 0.00164789 -0.000367443 0.000168775 0.000471697 -0.000926519 0.00376923 0.00488525 0.00404706 -0.000467434 0.000306748 0.00132653 0.0073125
internal_weight=2957 2503 454 391 138 2249 1634 119 80 1515 112 253 142 1403 196 1207 85 1122 273 849 700 635 615 51 111 84 511 315 195 63
internal_count=2957 2503 454 391 138 2249 1634 119 80 1515 112 253 142 1403 196 1207 85 1122 273 849 700 635 615 51 111 84 511 315 195 63
cat_boundaries=0 17 35 37 39 60 61 63 64 72 81 82
cat_threshold=131075 129 33554432 8192 32 134217730 0 8192 33554432 8208 40960 0 16 268435456 0 0 1073741968 0 0 1073741824 524292 524288 64 33554432 805306368 0 0 0 256 276824064 0 67108864 0 0 256 1081664 32 84035584 32 0 2060 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 128 146 0 24576 8288 0 0 0 0 0 0 131072 131072 0 0 67108864 0 0 0 0 0 67584 264
is_linear=0
shrinkage=0.04


Tree=356
num_leaves=31
num_cat=14
split_feature=8 7 5 4 0 12 7 11 8 15 12 9 9 12 1 6 0 12 1 0 6 0 5 0 0 4 4 0 5 5
split_gain=1.62901 0.985554 0.720487 0.688174 0.553452 0.74509 0.502574 0.457775 0.394815 0.375412 0.289256 0.678875 0.498369 0.349592 0.949839 0.309674 0.332479 0.316131 0.289073 0.284883 0.267791 0.231952 0.228113 0.221044 0.212944 0.207859 0.192446 0.191178 0.15197 0.187285
threshold=0 1 1.5000000000000002 9950.0000000000018 35.850000000000009 2 3 4 5 6 7 8 9 10 1.5000000000000002 11 39.07500000000001 12 3.5000000000000004 23.500000000000004 13 26.500000000000004 1.5000000000000002 44.07500000000001 15.500000000000002 10347970000.000002 1642125000.0000002 40.250000000000007 1.5000000000000002 3.5000000000000004
decision_type=9 9 10 8 10 9 9 9 9 9 9 9 9 9 10 9 10 9 10 10 9 10 10 10 8 10 10 10 8 8
left_child=3 2 4 -1 5 19 -3 -8 -5 23 11 15 20 -13 -15 17 -17 -11 -14 -2 -12 -7 -20 -9 -22 26 -10 -6 -16 -30
right_child=1 6 -4 8 27 21 7 9 25 10 12 13 18 14 28 16 -18 -19 22 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00010357377640273455 -0.00062745992378542481 -0.00051802823051114318 0.00050025866720725717 4.1633513545329448e-06 -0.00016398852902743216 0.00018278644338438796 6.4519587338022832e-05 -4.0957624418648156e-05 8.1538752750049458e-05 -0.00023863957380089348 -2.6288081140073989e-05 -0.001320089290613608 4.3284357848732086e-05 2.0926042645967869e-05 -0.0001093557937435985 -0.00030134735023186785 5.8392572717531324e-05 2.1507602825458367e-05 2.9223599820954846e-05 4.2466370556266467e-05 -3.2384778248906136e-05 0.0011886916449546357 -0.00073378719616941422 4.8758805223112414e-05 -0.0003692416195817349 -1.156441364001287e-05 0.00033741621345233133 5.5498852879574991e-05 0.00071468790011735466 -0.00029730669977616849
leaf_weight=38 74 102 27 228 196 118 121 59 161 106 120 155 30 26 56 63 183 147 124 29 93 27 40 46 298 44 39 39 25 111
leaf_count=38 74 102 27 228 196 118 121 59 161 106 120 155 30 26 56 63 183 147 124 29 93 27 40 46 298 44 39 39 25 111
internal_value=0.000198222 -0.000239078 0.00130518 0.00222649 0.000966941 0.00228112 -0.000657621 -0.000491732 0.00184355 -0.000666274 -0.000823679 -0.000326162 -0.00142458 -0.00159375 -0.000489084 0.000635293 0.00161868 -0.000348486 0.000312194 -0.000456141 -0.00207663 0.00397436 -0.000339395 0.00155172 -0.00259702 0.00291765 0.00358209 -0.00042373 -0.00149223 -0.000759125
internal_weight=2925 2415 510 510 483 248 1905 1803 472 1682 1577 872 705 373 218 499 246 253 194 103 511 145 164 105 391 244 200 235 192 136
internal_count=2925 2415 510 510 483 248 1905 1803 472 1682 1577 872 705 373 218 499 246 253 194 103 511 145 164 105 391 244 200 235 192 136
cat_boundaries=0 27 45 47 60 62 88 89 91 93 95 97 98 99 100
cat_threshold=0 2050 4 134217728 0 1 0 2147483648 0 32768 0 2052 8192 1049088 268435456 0 0 0 33558528 0 0 0 0 0 0 16384 64 268435458 16 100663296 0 0 134217728 131072 8192 33554432 8192 0 0 0 0 0 0 1073741968 128 16875584 32 131072 0 0 524288 524288 0 33554432 268435456 0 0 32 256 16 49152 1048576 0 0 0 0 0 1 0 2147483648 0 0 0 4 8192 0 0 0 0 0 4096 0 0 0 0 0 0 16384 136314880 17975362 32 0 2208 0 18608 1050688 32 26 16924674 82
is_linear=0
shrinkage=0.04


Tree=357
num_leaves=31
num_cat=12
split_feature=7 4 8 12 7 2 3 9 0 1 2 2 2 4 0 9 0 2 3 5 9 12 0 0 2 2 15 12 6 9
split_gain=1.68776 1.44836 0.91075 0.932502 0.798612 0.62489 0.598267 0.590555 0.419514 0.378898 0.377136 0.414875 0.502564 0.445429 0.398398 0.37258 0.640602 0.435506 0.358692 0.316349 0.298566 0.65919 0.277431 0.493772 0.264013 0.305754 0.231837 0.36874 0.563844 0.383255
threshold=0 963180000.00000012 1 2 3 12.500000000000002 2002.5000000000002 4 50.425000000000004 5.5000000000000009 482.50000000000006 6.5000000000000009 17.500000000000004 481.00000000000006 39.07500000000001 5 35.850000000000009 3.5000000000000004 1998.5000000000002 2.5000000000000004 6 7 16.750000000000004 35.850000000000009 12.500000000000002 29.500000000000004 8 9 10 11
decision_type=9 8 9 9 9 10 10 9 8 8 8 10 10 10 10 9 10 10 10 8 9 9 10 10 8 10 9 9 9 9
left_child=1 -1 3 6 20 -3 10 -6 15 19 11 -2 -13 14 -14 16 -9 -18 -7 -5 21 22 -4 -24 -25 -26 -17 -28 29 -29
right_child=2 5 4 9 7 18 -8 8 -10 -11 -12 12 13 -15 -16 26 17 -19 -20 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=7.3928483651667802e-05 0.00041513029804214261 -4.3967934687321012e-05 -0.00015490372432167606 0.00011419878003365592 -5.7654740354757292e-05 0.00012873905312367882 -3.489535469436574e-05 0.00012316811590566619 -0.00011828201181023654 -0.00010936907482535219 0.00022651793533300766 -3.9160422864198218e-05 0.00022576734155990103 -3.7991762033670529e-05 0.00020598167912838205 0.00014622504635145736 5.6600893546496987e-05 -0.00043834583992615383 1.2396467925126355e-05 1.7503478149595914e-05 -0.00018945892802527453 -0.00021798617475644644 0.0033273815037609456 0.00021491294847718459 -0.0018198635929209776 9.5962005245784927e-05 -2.1045709160881151e-05 8.9861819698775157e-06 4.6339616253128386e-05 -0.00014070234971796868
leaf_weight=29 29 74 28 26 219 75 38 25 34 73 27 32 26 29 41 132 39 38 32 199 123 150 31 26 31 27 572 181 474 124
leaf_count=29 29 74 28 26 219 75 38 25 34 73 27 32 26 29 41 132 39 38 32 199 123 150 31 26 31 27 572 181 474 124
internal_value=0.00043685 0.0038009 0.000166606 0.00165725 -0.000183665 0.00261538 0.00357081 0.000177392 0.000444171 0.000155339 0.00467027 0.00387342 0.00285271 0.00428866 0.00605882 0.000542244 0.00276106 0.00117949 0.00455555 0.00097345 -0.00174239 -0.000960527 0.000961038 0.00189655 0.000282352 -0.00122034 0.0003668 0.000202642 0.000764556 -0.000569621
internal_weight=2984 210 2774 520 2254 181 222 1838 1619 298 184 157 128 96 67 1585 102 77 107 225 416 293 143 115 84 58 1483 1351 779 305
internal_count=2984 210 2774 520 2254 181 222 1838 1619 298 184 157 128 96 67 1585 102 77 107 225 416 293 143 115 84 58 1483 1351 779 305
cat_boundaries=0 16 42 44 62 64 66 68 69 70 71 72 74
cat_threshold=2 0 0 2048 0 134217728 4194304 8192 0 8240 40960 0 0 268435456 0 32 16 10 0 134217728 0 1 0 0 1 32768 0 131076 8192 512 0 0 0 0 0 2048 256 0 4194304 0 0 32768 16777282 32 0 0 1056768 524292 0 0 33554432 268435456 33622016 0 32 0 0 0 0 0 1073745920 256 0 4112 129 8192 0 18448 1147202 136839168 16893216 150 0 2080
is_linear=0
shrinkage=0.04


Tree=358
num_leaves=31
num_cat=12
split_feature=8 8 12 0 2 12 4 12 13 12 8 17 0 4 12 2 4 11 2 2 12 2 5 3 2 2 3 2 0 0
split_gain=1.21929 0.689063 0.681257 0.783494 0.996294 0.597545 0.572594 0.407902 0.41783 0.563397 0.364833 0.565054 0.543478 0.464842 0.36174 0.421128 0.33565 0.406728 0.3349 0.750507 0.327385 0.647847 0.589777 0.555851 0.332468 0.262399 0.425557 0.305353 0.262203 0.298983
threshold=0 1 2 31.500000000000004 24.500000000000004 3 283.00000000000006 4 5 6 7 8 14.500000000000002 6789.5000000000009 9 26.500000000000004 2867949500.0000005 10 46.500000000000007 94.500000000000014 11 11.500000000000002 4.5000000000000009 2001.5000000000002 17.500000000000004 26.500000000000004 2007.5000000000002 19.500000000000004 27.750000000000004 40.250000000000007
decision_type=9 9 9 10 10 9 8 9 9 9 9 9 10 10 9 8 8 9 10 10 9 10 8 10 10 10 8 8 10 10
left_child=5 2 3 4 -2 -1 -3 10 14 -10 12 13 -8 -12 15 20 -13 25 -7 -20 22 -22 -9 -24 -23 27 -27 -18 -16 -30
right_child=1 6 -4 -5 -6 18 7 8 9 -11 11 16 -14 -15 28 -17 17 -19 19 -21 21 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=-4.8120910097903571e-06 -0.00018386190393761742 5.9484518462471172e-05 -0.00026887708373731336 -5.4238606995418262e-05 0.00012441099270390121 6.4839477550733868e-05 -6.2056369868912492e-05 -0.00022409450861711339 -4.6888146671832946e-05 0.00018503134966600118 -0.00017767804302304003 0.00021787045272859398 8.7688380453132138e-05 3.2401355642077091e-05 -0.0006344641962535444 -3.2461131690409398e-05 4.1132686458850909e-05 -2.9029208516486839e-05 -0.00014246723847455856 8.92658649200585e-05 -6.3789015648137891e-05 0.00079961374414173436 0.00043612322904648139 -1.5662465980688403e-05 2.060162512981252e-05 7.4247213733087228e-05 9.5608812822541665e-05 -0.00083545226556854847 -4.4185287020018654e-06 -0.00022595865080827851
leaf_weight=109 30 70 180 127 53 172 39 25 106 200 116 36 193 30 146 225 152 209 34 38 91 32 54 29 30 45 31 30 220 40
leaf_count=109 30 70 180 127 53 172 39 25 106 200 116 36 193 30 146 225 152 209 34 38 91 32 54 29 30 45 31 30 220 40
internal_value=0.000439681 0.000127058 -0.00139651 0.000180995 0.00319048 0.00260439 0.000409258 0.000290384 -0.000191895 0.00105994 0.000937219 0.000430302 0.0022716 -0.00168153 -0.000629015 0.000112675 0.00106615 0.000794871 0.00370196 0.00153425 0.00120611 -7.31716e-05 0.0027563 0.00461905 0.00304762 0.00181413 0.00384415 0.00104918 -0.0014964 -0.000766284
internal_weight=2892 2539 390 210 83 353 2149 2079 1198 306 881 649 232 146 892 486 503 467 244 72 261 153 108 83 62 258 76 182 406 260
internal_count=2892 2539 390 210 83 353 2149 2079 1198 306 881 649 232 146 892 486 503 467 244 72 261 153 108 83 62 258 76 182 406 260
cat_boundaries=0 20 49 51 53 55 56 57 86 87 88 89 90
cat_threshold=0 0 4 134217728 1073741824 1 0 0 1 32768 0 133120 2112 1049088 0 0 0 0 33554432 2048 1342177280 12 0 0 65536 0 0 0 0 0 0 33554432 8192 0 0 0 0 0 0 8192 128 0 4194304 8 0 0 4 0 128 74818 32 16826400 32 67119106 34 6 1179744 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 16384 0 0 524288 10 1245280 16388 96
is_linear=0
shrinkage=0.04


Tree=359
num_leaves=31
num_cat=11
split_feature=8 7 2 12 2 13 8 17 3 5 12 4 2 4 2 7 12 0 2 2 4 2 12 6 2 2 2 2 3 2
split_gain=1.23763 0.917195 0.821871 0.636554 0.643566 0.677951 0.611359 0.656802 0.606612 0.606446 0.49002 0.727774 0.604924 0.475859 0.490396 0.466281 0.550181 0.452692 0.443313 0.484738 0.674523 0.40005 0.382191 0.369654 0.331288 0.527914 0.345482 0.325074 0.307847 0.417549
threshold=0 1 262.50000000000006 2 47.500000000000007 3 4 5 2012.5000000000002 1.0000000180025095e-35 6 7729560000.000001 25.500000000000004 8048725000.000001 16.500000000000004 7 8 14.500000000000002 1550.0000000000002 231.50000000000003 11.000000000000002 14.500000000000002 9 10 31.500000000000004 74.500000000000014 12.500000000000002 40.500000000000007 2014.5000000000002 403.00000000000006
decision_type=9 9 10 9 10 9 9 9 8 10 9 8 8 8 10 9 9 10 8 10 10 10 9 9 10 10 10 8 10 8
left_child=2 8 3 -1 5 9 -3 10 -2 -5 11 -8 21 -7 -15 16 17 -9 19 20 24 -13 23 -17 26 -26 -10 -19 29 -24
right_child=1 6 -4 4 -6 13 7 15 18 -11 -12 12 -14 14 -16 22 -18 27 -20 -21 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.1600260198447921e-05 -1.7334481217493215e-05 -8.1919462534537485e-05 9.9579507542216293e-05 -5.2573008243186928e-06 -3.9106003490736767e-05 2.0078686391841398e-05 -0.00018928182489091227 -0.0001464922264512999 5.8886128903862324e-06 4.1890074550873464e-05 -0.00027034866304972304 3.2012282995649881e-05 -0.00058794025958427195 0.00013694799006070581 0.00019330841441934435 1.6255414541899918e-05 -0.00071483648635700908 0.0002532277935801272 -0.00010093990815844155 6.5477556698685993e-05 0.00011815951279382791 0.0015779276416684738 5.2428839323262542e-06 -0.00049018827339226154 -0.00015086528303120158 0.00015961203105217315 7.4859769011808262e-05 -2.0946401267003189e-05 9.5915244258943644e-05 5.3397641797022025e-05
leaf_weight=104 80 112 27 107 70 37 41 34 51 25 367 59 30 54 29 169 146 118 39 28 28 26 618 119 42 30 33 97 92 139
leaf_count=104 80 112 27 107 70 37 41 34 51 25 367 59 30 54 29 169 146 118 39 28 28 26 618 119 42 30 33 97 92 139
internal_value=0.000405148 5.10154e-05 0.00230172 0.00191101 0.00273874 0.00376284 -0.000251608 -8.71258e-05 0.00197661 0.00134266 -0.00129588 0.000574849 0.00224138 0.00580153 0.00795238 0.00033182 -0.000837439 0.000323076 0.003 0.00371831 0.00294054 0.00395349 0.000742159 -0.000508362 0.00188535 -0.00010959 0.00357647 0.00101852 0.00116744 0.000912928
internal_weight=2951 2498 453 426 322 252 2167 2055 331 132 523 156 115 120 83 1532 395 249 251 212 184 85 1137 288 156 72 84 215 849 757
internal_count=2951 2498 453 426 322 252 2167 2055 331 132 523 156 115 120 83 1532 395 249 251 212 184 85 1137 288 156 72 84 215 849 757
cat_boundaries=0 30 48 49 50 77 78 80 97 99 100 101
cat_threshold=16 2050 0 134217728 0 1 0 0 1 0 0 131072 2112 1049088 0 0 0 0 33558528 0 0 0 0 0 0 16384 64 0 0 4096 131074 1 603979776 0 65536 8256 0 8192 2048 0 0 0 16 0 0 32 144 128 16811040 10 268435456 0 0 0 0 0 0 2147483648 0 0 0 2048 0 0 0 0 0 0 0 10240 2147483648 0 0 0 0 0 4 26 67305504 32 0 0 1048576 4 0 134217728 0 268566528 0 0 32 0 0 0 0 0 4096 67201090 32 51264 200
is_linear=0
shrinkage=0.04


Tree=360
num_leaves=31
num_cat=11
split_feature=7 4 7 9 12 2 8 3 7 2 12 9 2 5 2 3 2 12 2 9 2 9 4 4 2 3 2 4 2 4
split_gain=1.42721 1.80802 0.800212 0.656736 0.541465 0.496203 0.495711 0.477793 0.504381 0.612244 0.592863 0.524219 0.463631 0.459783 0.453856 1.57008 0.65016 0.657076 0.904095 0.438273 0.703327 0.349212 0.322604 0.319175 0.315742 0.512126 0.515929 0.344463 0.315908 0.307476
threshold=0 28487750000.000004 1 2 3 12.500000000000002 4 2019.5000000000002 5 321.00000000000006 6 7 85.500000000000014 1.5000000000000002 104.50000000000001 2015.5000000000002 55.500000000000007 8 8.5000000000000018 9 11.500000000000002 10 625.00000000000011 7650.0000000000009 32.500000000000007 2000.5000000000002 15.500000000000002 55.000000000000007 10.500000000000002 2960.0000000000005
decision_type=9 8 9 9 9 10 9 10 9 10 9 9 10 8 10 8 10 9 10 9 10 9 8 8 10 10 10 10 8 10
left_child=1 -1 19 6 29 -3 -4 8 14 10 11 13 24 -10 16 -16 17 -8 -19 20 -2 23 -23 -12 25 26 27 28 -6 -5
right_child=2 5 3 4 12 -7 7 -9 9 -11 21 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00035541076954296257 0.00014184611885719362 -1.4022272182081216e-05 -0.0002892161481068257 1.3347468079044394e-05 0.00068654551029765189 6.7766633155258462e-05 -1.5623581288041823e-05 7.7145998149966239e-05 -5.7656126565752119e-05 5.8855455781892112e-05 -0.00021481626502228265 -1.3752725988927061e-06 -6.2649379745946984e-05 0.00021150041791689902 -0.00061388364742661044 0.00085582176394301246 -0.00070305845105425873 -0.00024185391845112978 0.0002198180670401425 -0.00018171055189526443 -0.00010849508483325005 1.4956015975900511e-05 -7.6977028009293878e-05 1.9933927504612851e-05 0.00011623881593006568 0.00052962430901044649 -0.00046007852697156377 -3.155150833354645e-05 0.00010149604041291632 -0.0010413191420202564
leaf_weight=46 55 67 141 86 29 96 126 69 34 85 41 375 46 69 31 42 68 42 144 138 69 41 590 205 26 25 28 31 57 43
leaf_count=46 55 67 141 86 29 96 126 69 34 85 41 375 46 69 31 42 68 42 144 138 69 41 590 205 26 25 28 31 57 43
internal_value=0.000373387 0.00347273 0.000122314 0.000347685 0.00187434 0.00163415 7.00085e-05 0.000239229 0.000120379 -0.000248106 -0.000457228 0.000670756 0.00297233 0.00305263 0.00126724 0.00416216 0.000734907 0.00150799 0.00292386 -0.00193407 -0.000118519 -0.00106757 -0.00156386 0.000217898 0.00393909 0.00327485 0.00232877 0.00349152 0.00478161 -0.000257144
internal_weight=2945 209 2736 2474 371 163 2103 1962 1893 1440 1355 478 242 103 453 73 380 312 186 262 124 877 631 246 196 170 145 117 86 129
internal_count=2945 209 2736 2474 371 163 2103 1962 1893 1440 1355 478 242 103 453 73 380 312 186 262 124 877 631 246 196 170 145 117 86 129
cat_boundaries=0 17 35 37 39 65 77 79 81 83 85 87
cat_threshold=2 0 33554432 2048 589824 64 0 8192 0 268435472 40960 0 0 0 0 0 1073741952 131072 32 536870912 0 32 0 0 805306368 0 134217728 32 0 0 0 0 32 4096 768 512 22676 34 2 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 256 0 0 8 0 32768 0 0 1073750016 2097156 2 0 131072 0 33556480 0 0 256 1262592 32 0 20480 17876992 32 0 2048 0 4228
is_linear=0
shrinkage=0.04


Tree=361
num_leaves=31
num_cat=11
split_feature=7 7 4 2 11 0 8 2 17 18 8 12 6 6 0 0 2 2 12 2 0 2 0 0 2 2 2 2 2 2
split_gain=1.34933 0.803914 1.18496 0.789542 0.768416 1.03534 0.590056 0.477841 0.447797 0.457884 0.454789 0.492126 0.539518 0.513673 0.383338 0.789094 0.381016 0.367824 0.36216 0.477698 0.377405 0.344699 0.331693 0.279512 0.27633 0.274969 0.271765 0.269383 0.254816 0.477725
threshold=0 1 28487750000.000004 11.500000000000002 2 44.07500000000001 3 17.500000000000004 4 5 6 7 8 9 14.500000000000002 37.750000000000007 24.500000000000004 70.500000000000014 10 66.500000000000014 42.710000000000008 365.00000000000006 35.850000000000009 31.500000000000004 9.5000000000000018 25.500000000000004 12.500000000000002 31.500000000000004 29.500000000000004 74.500000000000014
decision_type=9 9 8 10 9 10 9 8 9 9 9 9 9 9 10 10 10 8 9 8 10 8 10 10 8 10 10 10 10 10
left_child=18 2 3 -2 5 7 28 -3 -8 21 25 12 14 -13 -12 -16 -9 26 19 20 -1 -10 -14 -15 -20 -11 -4 -28 -6 -30
right_child=1 4 17 -5 6 -7 8 16 9 10 11 13 22 23 15 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-4.465016307777607e-05 4.2580723712301705e-05 1.1419259028942649e-05 -7.5496472134680515e-06 0.00034481449315719426 -0.00042973137370442687 -0.00027764749526795643 -2.9167898984089031e-05 0.00032952365540924177 -6.0118788032262385e-06 0.00023303172060727459 -0.00035702934398651606 9.2218413904372511e-06 -0.00070472922958128006 -0.00044032057250120802 0.00025763721110115366 2.693036669752929e-05 3.9665482121047661e-05 -0.00077978506394809049 4.4738614943056279e-05 2.7756642755129215e-05 3.2947331087303767e-05 2.9193263455439136e-05 1.3672888326926326e-05 -1.1950202719598174e-05 -9.0514124630215186e-05 0.00061110769301292922 0.00010209228226060922 0.00014394875800471631 4.2729996793354418e-05 -4.2270250086666985e-05
leaf_weight=306 28 49 50 31 159 39 123 56 25 84 26 166 64 74 79 235 69 29 82 154 26 32 220 159 393 25 44 44 36 49
leaf_count=306 28 49 50 31 159 39 123 56 25 84 26 166 64 74 79 235 69 29 82 154 26 32 220 159 393 25 44 44 36 49
internal_value=0.000316536 0.000907277 0.00310548 0.00806667 0.000608988 0.00280357 0.000291001 0.00425143 0.000628873 0.000869999 0.000699028 0.000413926 0.00110866 -0.000673172 0.00216524 0.00261587 0.00555555 0.0015 -0.000909466 -0.000128774 -0.000984986 0.00434483 -0.000189831 -0.00185246 -0.00168724 0.00303333 0.00235971 0.00368539 -0.00147451 0.000232557
internal_weight=2956 1995 226 59 1769 213 1556 174 1312 1189 1132 1023 624 399 340 314 125 167 961 486 332 57 284 233 475 109 138 88 244 85
internal_count=2956 1995 226 59 1769 213 1556 174 1312 1189 1132 1023 624 399 340 314 125 167 961 486 332 57 284 233 475 109 138 88 244 85
cat_boundaries=0 18 36 39 68 69 70 91 93 94 95 97
cat_threshold=16384 1 1141907456 524804 524320 134219842 33554432 268566528 65536 134225920 32 256 128 0 67108864 0 4224 256 268566528 0 33554432 2107392 65536 0 0 8192 0 16 40960 0 16 0 0 32 1073741824 128 32768 2148532224 524289 1342177280 4 4 0 0 0 0 2147483648 0 0 0 131072 8192 0 0 4096 0 0 0 2048 256 0 0 0 0 16384 4 0 524288 3 4 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 1261666 32 216 70 17828162 32
is_linear=0
shrinkage=0.04


Tree=362
num_leaves=31
num_cat=14
split_feature=8 2 11 8 12 2 12 0 1 5 8 17 10 0 2 12 0 0 5 12 2 18 1 2 2 2 15 12 12 2
split_gain=1.02902 1.18311 0.642745 0.568399 0.6924 0.818947 0.676651 0.46568 0.424988 0.652264 0.407885 0.371331 0.409861 0.77389 0.366753 0.421193 0.3707 0.517449 0.346289 0.308464 0.305957 0.291081 0.234038 0.227927 0.791509 0.355356 0.239822 0.437998 0.418427 0.506906
threshold=0 298.50000000000006 1 2 3 55.500000000000007 4 50.425000000000004 5.5000000000000009 1.5000000000000002 5 6 7 44.07500000000001 17.500000000000004 8 18.500000000000004 30.500000000000004 2.5000000000000004 9 9.5000000000000018 10 2.5000000000000004 145.50000000000003 99.000000000000014 76.500000000000014 11 12 13 43.500000000000007
decision_type=9 8 9 9 9 8 9 8 10 8 9 9 9 10 8 9 10 10 8 9 10 9 10 10 10 10 9 9 9 8
left_child=1 8 18 4 5 -4 -5 11 9 -1 -6 21 19 22 -12 -16 -17 -18 -2 -13 -11 -8 -14 24 25 26 28 -28 -21 -30
right_child=2 -3 3 6 10 -7 7 -9 -10 20 14 12 13 -15 15 16 17 -19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=6.8637502088227711e-05 3.6946005311888562e-06 0.00017450744161315418 -7.384501555140156e-06 -0.0005507306513681565 -6.5720035614182435e-05 0.00014889820501752006 9.5319583678549097e-05 -9.2860010994576575e-05 -0.0010043813109175319 4.5957455102637522e-05 7.9866698927161465e-05 0.00014475474988527207 -7.9456466258388614e-06 0.0002834956235508534 -0.00026654159545721259 -3.7132034627228517e-05 0.00041366070085604729 -2.0328203474101165e-06 -9.9171560337529959e-05 2.0590095410694379e-06 -7.4397270203557482e-06 -4.7335977561724149e-05 -0.00053979267970160618 -2.3332869923617492e-05 0.00035981500091239514 -0.00085885156238065398 4.1151410349612613e-05 -8.2418470163383238e-05 7.7113224681613313e-05 0.00085637479275323949
leaf_weight=29 51 26 71 124 117 39 80 55 28 55 126 137 60 45 114 188 26 70 257 280 87 35 99 50 36 37 152 163 265 40
leaf_count=29 51 26 71 124 117 39 80 55 28 55 126 137 60 45 114 188 26 70 257 280 87 35 99 50 36 37 152 163 265 40
internal_value=0.000432211 0.0029661 0.000209676 0.000431404 -0.000477691 0.00231405 0.000843618 0.00107702 0.00202 0.00276744 -0.000987731 0.00121892 0.00100654 -0.000632559 -0.000478506 -0.00108271 -0.000189831 0.00181443 -0.00147962 0.00129803 0.00162238 0.00333333 -0.001975 0.00103288 0.00117864 0.000950959 0.00110988 0.000184048 0.00157718 0.00259494
internal_weight=2942 225 2717 2409 751 110 1658 1534 199 171 641 1479 1364 204 524 398 284 96 308 1160 142 115 159 1023 973 937 900 315 585 305
internal_count=2942 225 2717 2409 751 110 1658 1534 199 171 641 1479 1364 204 524 398 284 96 308 1160 142 115 159 1023 973 937 900 315 585 305
cat_boundaries=0 27 30 54 55 56 80 81 82 83 85 86 87 88 90
cat_threshold=0 0 4 134217728 0 1 0 0 1 0 0 4 64 1048576 0 0 0 0 33554432 2048 0 0 0 0 0 268435456 64 67141632 2147550208 4097 1342177280 0 0 0 65536 0 0 2147483648 0 0 0 133120 0 0 0 4096 0 0 0 0 256 0 20971520 8 133152 2080 1342177280 0 0 0 0 0 0 2147483648 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 4194304 8 36 256 16843778 67110144 2 4 2214592512 196610 237568 32
is_linear=0
shrinkage=0.04


Tree=363
num_leaves=31
num_cat=12
split_feature=8 7 12 3 12 3 8 9 12 7 1 6 3 1 5 14 3 0 6 0 3 0 0 1 0 0 9 0 0 0
split_gain=2.21618 1.0283 0.736936 0.619503 0.769662 0.461823 0.446762 0.519799 0.544227 0.491967 0.639358 0.411816 0.894585 0.405666 0.393252 0.587652 0.658533 0.548503 0.527959 0.352325 0.347337 0.26573 0.300511 0.210887 0.204949 0.18548 0.170498 0.292631 0.195393 0.138606
threshold=0 1 2 2013.5000000000002 3 2003.5000000000002 4 5 6 7 3.5000000000000004 8 2001.5000000000002 5.5000000000000009 4.5000000000000009 9 2011.5000000000002 38.57500000000001 10 9.5000000000000018 2014.5000000000002 39.07500000000001 40.250000000000007 4.5000000000000009 38.20000000000001 32.500000000000007 11 44.07500000000001 40.250000000000007 42.250000000000007
decision_type=9 9 9 8 9 10 9 9 9 9 10 9 10 8 8 9 8 10 9 10 10 10 10 8 10 10 9 10 10 10
left_child=3 2 29 5 -5 -1 -3 -8 11 25 19 12 -9 -6 -12 16 -16 -18 20 -11 -19 -4 -23 -13 -21 -10 27 -25 -28 -2
right_child=1 6 21 4 13 -7 7 8 9 10 14 23 -14 -15 15 -17 17 18 -20 24 -22 22 -24 26 -26 -27 28 -29 -30 -31
leaf_value=8.6672390059974391e-05 3.3348782890586344e-05 -7.740455038855253e-05 -0.00088252920672012253 -6.7430815825608241e-06 2.7913254808487595e-05 0.00016293672812151686 -0.00017591384855208502 -1.8377435196122273e-05 -1.4871729939828821e-05 -4.7055686882816785e-06 -3.9204823570746715e-05 -0.00010080528125250014 0.0026797333746212009 5.3035039408128023e-05 -0.00017939379250014238 -6.6374008927815056e-05 2.2096852850514175e-06 0.00021782158314205988 0.00015706181231260865 0.00014175668603702039 -0.00036637653546603074 6.0974488755420958e-05 -1.744382524227583e-05 -4.1856607669766388e-05 6.9131684551556444e-05 -0.00057591766729514493 2.7310371084427033e-05 5.3834862794594477e-05 -0.0003625641210412861 0.00028442376124827938
leaf_weight=31 74 383 46 108 133 26 211 122 93 30 102 84 32 40 99 105 120 96 106 43 27 46 49 386 50 71 129 31 30 31
leaf_count=31 74 383 46 108 133 26 211 122 93 30 102 84 32 40 99 105 120 96 106 43 27 46 49 386 50 71 129 31 30 31
internal_value=0.000239863 -0.00016264 0.00224124 0.00323209 0.00253901 0.00710345 -0.00042355 -0.000175936 5.43284e-05 0.000705141 0.00112547 -0.000698183 0.00111515 0.00406522 0.000640243 0.00106137 0.0016732 0.00252571 0.00366956 0.00377419 0.00140298 0.000236841 0.00145833 -0.00113264 0.00497872 -0.00123429 -0.000873484 -0.00128037 0.000258823 0.00465517
internal_weight=2934 2596 246 338 281 57 2350 1967 1756 942 778 814 154 173 655 553 448 349 229 123 123 141 95 660 93 164 576 417 159 105
internal_count=2934 2596 246 338 281 57 2350 1967 1756 942 778 814 154 173 655 553 448 349 229 123 123 141 95 660 93 164 576 417 159 105
cat_boundaries=0 30 47 49 50 79 81 83 100 101 102 103 105
cat_threshold=0 2050 0 134217728 1073741824 0 0 0 1 32768 0 133124 0 1048576 268435456 0 0 0 4096 2048 0 0 0 0 0 16384 64 0 0 4096 131074 128 0 0 32 0 4194304 8192 33554432 16 8192 0 0 0 0 0 1073741952 8194 32 16950304 1342177296 0 0 0 65536 1 262144 2147483648 0 0 0 0 0 1024 0 0 0 0 33554432 8192 128 0 0 8 0 0 0 0 524288 0 20 16966688 32 0 0 0 0 2 0 0 131072 0 0 0 128 0 0 0 0 4112 82 8192 134 0 2080
is_linear=0
shrinkage=0.04


Tree=364
num_leaves=31
num_cat=8
split_feature=8 3 8 11 17 1 2 11 1 4 3 5 4 4 2 8 3 3 0 2 2 6 2 2 3 4 2 0 0 6
split_gain=1.52224 0.898439 0.60197 0.463756 0.458871 0.432249 0.376975 0.369691 0.476088 0.367907 0.37265 0.350098 0.348258 0.342968 0.447912 0.287017 0.276111 0.251371 0.260851 0.297723 0.438295 0.245996 0.230592 0.311986 0.222769 0.214485 0.263743 0.208511 0.223114 0.210426
threshold=0 2011.5000000000002 1 2 3 1.5000000000000002 18.500000000000004 4 5.5000000000000009 26121510000.000004 2018.5000000000002 1.5000000000000002 2114435000.0000002 13818465000.000002 155.00000000000003 5 1988.5000000000002 2007.5000000000002 24.500000000000004 34.500000000000007 50.500000000000007 6 4.5000000000000009 12.500000000000002 2012.5000000000002 1800.0000000000002 9.5000000000000018 22.250000000000004 18.500000000000004 7
decision_type=9 8 9 9 9 10 8 9 10 8 8 8 8 8 8 9 10 8 10 10 10 9 10 10 10 8 10 10 8 9
left_child=1 -1 6 12 11 -3 -2 8 17 -8 -11 -5 -4 -14 -15 -12 -10 -6 -19 21 -21 24 -7 -24 -20 -23 -27 28 -9 -29
right_child=2 5 3 4 7 22 9 27 16 10 15 -13 13 14 -16 -17 -18 18 19 20 -22 25 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0004990081989529624 -0.00026756240943820036 6.0976880008461907e-05 0.00033302101761839965 2.7000913902985843e-05 -2.4001754379618519e-05 -0.00035144663128622945 -0.0014751024187686249 9.3048553382652213e-06 3.902821051851679e-05 -0.00038127721994316537 0.0001522463248830082 -8.0997052627039618e-05 -0.0015670896969088943 7.9074837309887937e-05 -0.00028781844851981673 -2.3749738999779908e-05 0.0010639987791233525 -4.9252188187196568e-05 1.9926783422145424e-06 0.00031377873105057572 2.1134660308322825e-05 -7.8939350991794302e-05 0.00015178840457136472 3.2161432437801816e-06 -0.00045622724723414691 0.00010275649661739597 7.982630092647726e-06 3.6107341186986377e-05 0.0009467651483056744 -1.7108327051218311e-05
leaf_weight=27 193 28 25 51 132 30 39 394 114 46 138 185 25 45 41 102 45 63 75 27 46 43 48 73 28 128 153 167 37 346
leaf_count=27 193 28 25 51 132 30 39 394 114 46 138 185 25 45 41 102 45 63 75 27 46 43 48 73 28 128 153 167 37 346
internal_value=0.000353712 0.00357604 9.18849e-05 0.000385143 0.000226894 0.00268889 -0.00111909 0.000446655 0.00104509 -0.000306749 0.000195121 -0.00139271 0.00255782 0.00175 0.00294253 0.000829875 0.003025 0.000603447 0.00097163 0.00127744 0.00362162 0.000869158 0.00181579 0.00259016 -0.000807018 0.00138507 0.00182979 -0.000100525 0.000546295 -0.000645915
internal_weight=2894 206 2688 2170 2034 179 518 1798 854 325 286 236 136 111 86 240 159 695 563 500 73 427 151 121 103 324 281 944 431 513
internal_count=2894 206 2688 2170 2034 179 518 1798 854 325 286 236 136 111 86 240 159 695 563 500 73 427 151 121 103 324 281 944 431 513
cat_boundaries=0 30 59 62 63 65 86 87 88
cat_threshold=0 2048 0 134217728 8192 0 0 0 1 32768 0 131072 0 1048576 0 0 0 0 33554432 2048 0 0 0 0 0 16384 64 0 0 4096 268435456 4 0 0 65536 1 0 2147483648 0 0 0 33554432 10240 0 0 4096 0 0 0 8192 384 0 0 8 0 0 4 0 128 0 512 524288 35 16388 1048576 0 4 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 128 68 84
is_linear=0
shrinkage=0.04


Tree=365
num_leaves=31
num_cat=8
split_feature=7 4 7 8 2 2 4 9 12 2 12 2 2 2 0 2 0 1 3 2 2 2 2 11 3 0 2 1 12 2
split_gain=1.99207 0.844797 0.839197 0.889907 0.733983 0.886805 0.679701 0.661988 1.15019 0.849866 0.662714 0.581346 0.539992 0.532401 0.704058 0.482612 0.451469 0.427839 0.431744 0.857393 0.355051 0.284869 0.51936 0.276399 0.329885 0.275825 0.311544 0.270324 0.255492 0.3009
threshold=0 963180000.00000012 1 2 272.00000000000006 40.500000000000007 345.00000000000006 3 4 229.00000000000003 5 12.500000000000002 5.5000000000000009 49.500000000000007 35.850000000000009 9.5000000000000018 40.250000000000007 1.0000000180025095e-35 2018.5000000000002 105.50000000000001 53.500000000000007 49.500000000000007 37.500000000000007 6 1997.5000000000002 12.250000000000002 9.5000000000000018 1.5000000000000002 7 89.500000000000014
decision_type=9 8 9 9 8 10 10 9 9 8 9 10 8 10 10 10 10 10 8 8 10 10 10 9 8 8 10 10 9 10
left_child=1 -1 -2 4 5 6 -4 10 28 13 17 12 -3 14 -10 -16 20 -5 -19 21 -13 22 25 24 -12 -20 -27 -25 29 -9
right_child=2 11 3 7 -6 -7 -8 8 9 -11 23 16 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=4.58308998736829e-05 -0.00013510001819983891 3.8005166940413004e-05 8.5651007349251741e-06 -0.0011322321428343461 0.00022339149800710268 -6.3843052999625933e-05 0.00011974260792842304 2.4142827158856051e-05 0.0013393249378731819 9.2644014162294007e-05 4.2675488780503966e-05 0.00010216328650900385 -0.00041335024646423904 -0.00066107258480054671 -0.00013015632441630735 0.00074579594573994973 0.00029565458581876764 -0.000215422174896021 -0.0028711313002743322 0.0017994644736448243 -0.00020353670633291207 -0.0002437008920374323 0.0018859220719486135 -4.9359739669796457e-06 -2.1741345127393604e-05 0.00012543233151179404 0.00013154158210745324 -9.1316625148086663e-05 -0.00019570496288169145 -0.0010800121043773037
leaf_weight=27 340 32 106 41 42 59 32 215 35 28 40 48 56 28 45 64 34 76 28 28 25 48 29 121 729 53 99 267 116 37
leaf_count=27 340 32 106 41 42 59 32 215 35 28 40 48 56 28 45 64 34 76 28 28 25 48 29 121 729 53 99 267 116 37
internal_value=0.000193922 0.00374249 -0.000111889 0.000158182 0.002416 0.00147475 0.00322302 -0.000106643 0.00105009 0.00341232 -0.000532485 0.00295918 0.000539325 0.00249711 0.00347586 0.00185454 0.00492592 0.000852299 0.00131492 0.00202797 0.00308108 0.00128682 0.00192381 -0.00101712 -0.000558975 0.00110497 0.00177778 -0.00188471 -0.000295515 0.000425855
internal_weight=2928 222 2706 2366 239 197 138 2127 568 200 1559 195 88 172 144 109 107 402 361 285 73 257 209 1157 769 180 152 388 368 252
internal_count=2928 222 2706 2366 239 197 138 2127 568 200 1559 195 88 172 144 109 107 402 361 285 73 257 209 1157 769 180 152 388 368 252
cat_boundaries=0 18 36 63 65 67 69 70 72
cat_threshold=268435456 0 33554432 2048 0 2 0 8192 0 8208 40960 8192 16 0 0 32 1073741952 128 0 1 536870912 2097664 0 64 33554432 536870912 65536 134217728 0 256 0 268435456 67108864 0 0 256 0 0 0 134217728 0 1 0 0 0 0 0 2048 2048 512 268435456 0 0 0 4096 2048 0 0 0 0 0 16384 64 1073741824 26672 85001282 32 1196128 2 49188 65538 32
is_linear=0
shrinkage=0.04


Tree=366
num_leaves=31
num_cat=12
split_feature=7 9 2 8 12 8 2 7 0 1 2 2 2 2 9 9 2 3 3 12 2 2 2 2 15 8 2 0 9 2
split_gain=1.46292 0.729857 0.731991 0.537296 0.583318 0.483234 0.44317 0.412274 0.410759 0.418255 0.407459 0.910841 0.405285 0.379496 0.763751 0.705524 0.392751 0.351014 0.315955 0.349821 0.275608 0.737109 0.222213 0.41402 0.221652 0.361759 0.22028 0.215389 0.472557 0.752681
threshold=0 1 37.500000000000007 2 3 4 898.00000000000011 5 45.425000000000004 5.5000000000000009 37.500000000000007 11.500000000000002 10.500000000000002 10.500000000000002 6 7 86.500000000000014 2010.5000000000002 2002.5000000000002 8 14.500000000000002 18.500000000000004 17.500000000000004 49.500000000000007 9 10 63.500000000000007 22.250000000000004 11 8.5000000000000018
decision_type=9 9 10 9 9 9 10 9 8 8 10 8 10 8 9 9 10 10 8 9 8 8 8 10 9 9 8 8 9 8
left_child=1 2 -1 -2 24 22 8 12 9 10 11 -3 -7 15 -15 17 18 -9 -16 -20 -21 -22 -6 -24 -5 -26 -23 -27 -29 -30
right_child=3 6 -4 4 5 7 -8 13 -10 -11 -12 -13 -14 14 16 -17 -18 -19 19 20 21 26 23 -25 25 27 -28 28 29 -31
leaf_value=-0.00055030286620887689 -0.00049894772107710289 0.00012195888030256932 6.0086582416543765e-05 -3.7469968087028581e-05 1.1525985185664577e-05 -0.00021262198175558592 -4.1794941927131223e-05 -5.8120656697834294e-05 -2.5797565720479116e-05 4.8175034183597907e-05 7.3809922159803038e-05 3.8670346053818489e-06 0.00012794515238433258 -3.4491488898808934e-05 0.00064405019966510982 0.00051905165132645965 -0.00019589620229743776 9.1959078915350767e-05 -5.9152075110115168e-05 -0.0007948214384942971 0.00019248524783445589 -1.9838836631488594e-05 0.00026769291555148086 1.2441729875135895e-05 -0.00014960257297826868 3.1052658256725807e-05 0.00036309298779767734 -3.7245771966419215e-05 -0.000189717119328025 0.00073013156880883257
leaf_weight=91 118 44 25 245 67 34 30 167 40 101 50 63 120 237 38 106 85 32 148 25 30 103 34 25 102 209 57 406 41 96
leaf_count=91 118 44 25 245 67 34 30 167 40 101 50 63 120 237 38 106 85 32 148 25 30 103 34 25 102 209 57 406 41 96
internal_value=0.000162962 0.00225055 -0.000503938 -0.000212935 -7.77512e-05 0.00049128 0.00320944 0.000227996 0.00377257 0.00435521 0.00564557 0.00418518 0.00208485 -6.92983e-05 -0.000569062 0.00111111 0.000354124 -0.000361906 0.000885571 0.000516483 0.00150442 0.00209424 0.00274452 0.00473333 -0.000753154 -0.000434683 0.000993788 -0.000115335 -0.000536766 0.00143243
internal_weight=2969 444 116 2525 2407 1308 328 1182 298 258 157 107 154 1028 723 305 486 199 401 363 215 190 126 59 1099 854 160 752 543 137
internal_count=2969 444 116 2525 2407 1308 328 1182 298 258 157 107 154 1028 723 305 486 199 401 363 215 190 126 59 1099 854 160 752 543 137
cat_boundaries=0 18 20 47 49 76 85 87 89 90 91 114 116
cat_threshold=16386 128 570425344 0 2 2 0 8192 0 134225920 8192 192 0 268435456 0 0 1073746064 128 128 8368 268435456 0 0 0 0 0 0 0 1 0 0 33554432 0 0 0 4096 0 0 0 0 0 0 0 0 0 1073758208 4 16952576 32 0 2056 0 0 0 0 0 0 0 0 0 131076 8192 0 0 0 0 0 0 0 0 0 0 0 0 0 64 0 0 0 2048 0 0 131072 0 2048 1 20500 0 6304 67125344 2150629376 0 2056 0 0 0 0 0 0 0 0 0 131076 8192 0 0 0 0 0 0 0 0 0 4194304 0 26660
is_linear=0
shrinkage=0.04


Tree=367
num_leaves=31
num_cat=7
split_feature=8 7 4 2 17 2 1 11 5 2 9 7 11 3 2 4 2 2 2 2 0 2 3 0 2 1 3 2 2 0
split_gain=2.03613 1.289 0.827653 0.823326 0.625763 1.07309 0.601541 0.557096 0.511851 0.511557 0.493658 0.558614 0.632221 0.61758 0.452422 0.32778 0.341282 0.371354 0.324192 0.280056 0.227227 0.201838 0.193334 0.178825 0.142983 0.140207 0.135269 0.185481 0.49699 0.345002
threshold=0 1 353375000.00000006 44.500000000000007 2 321.00000000000006 5.5000000000000009 3 2.5000000000000004 8.5000000000000018 4 5 6 2014.5000000000002 12.500000000000002 6789.5000000000009 38.500000000000007 17.500000000000004 24.500000000000004 7.5000000000000009 44.07500000000001 1.5000000000000002 2020.5000000000002 36.400000000000006 2.5000000000000004 5.5000000000000009 2020.5000000000002 49.500000000000007 29.500000000000004 22.250000000000004
decision_type=9 9 8 10 9 10 10 9 8 10 9 9 9 8 10 10 8 10 8 10 10 8 8 10 10 10 8 10 8 10
left_child=3 2 -2 6 15 7 8 9 -1 -6 11 21 13 -13 -10 -3 17 -17 19 -4 22 -9 -15 -20 -12 -14 -23 28 29 -28
right_child=1 4 18 -5 5 -7 -8 10 14 -11 24 12 25 20 -16 16 -18 -19 23 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.5177462212767395e-05 8.0895725332678337e-05 -0.00011094475572388378 -0.00019680117661136456 6.1819391935382111e-05 0.00011688238000805047 6.3471270904374551e-05 3.9033882718232992e-05 -0.0018041850876028525 2.2515586590085194e-05 -1.4316368794385862e-05 -2.5393171514378881e-06 -8.6582763334581652e-05 -4.3117007927954246e-05 4.1150013253442368e-05 -0.00053485776331781848 -8.5411495322230998e-05 -6.3528834638641121e-06 5.3757390995254545e-05 1.6052765744581755e-05 0.00015355763879388684 3.5497855236331247e-05 8.6258420607142092e-05 2.1984441320996805e-06 -0.00049080433650685608 -5.8042157243683837e-05 -0.00041123504899788542 0.00011275446435835874 -1.1225004225774482e-05 0.0003174537565214717 -0.00061159548630084198
leaf_weight=37 40 444 30 44 84 44 26 29 79 70 29 117 437 31 43 40 53 37 33 59 40 53 241 53 182 51 111 141 137 95
leaf_count=37 40 444 30 44 84 44 26 29 79 70 29 117 437 31 43 40 53 37 33 59 40 53 241 53 182 51 111 141 137 95
internal_value=-1.37419e-05 -0.000328381 0.00256637 0.00351667 -0.000591038 -0.000235419 0.00247312 -0.000385074 0.001525 0.00184242 -0.000595895 -0.000329318 -0.000935346 0.000190908 0.000260162 -0.00173675 -9.46394e-10 0.00169231 0.00147727 0.00315555 0.0011246 0.000651646 0.000703296 -0.000275863 -0.00236036 -0.00190782 0.000840148 0.000626803 0.00112791 -0.000115943
internal_weight=2910 2681 215 229 2466 1892 185 1848 159 154 1694 1483 917 429 122 574 130 77 175 89 312 566 272 86 211 488 537 484 343 206
internal_count=2910 2681 215 229 2466 1892 185 1848 159 154 1694 1483 917 429 122 574 130 77 175 89 312 566 272 86 211 488 537 484 343 206
cat_boundaries=0 26 44 45 48 50 62 63
cat_threshold=0 2050 4 0 1073741824 0 0 0 0 0 0 131076 64 1048576 0 0 0 0 0 0 0 0 0 0 0 1073790976 147458 16 1073741824 0 0 0 4194304 8192 0 268443648 0 64 0 0 0 32 1073741840 128 14 0 1536 524288 0 22564 0 129 1048576 0 2 0 131072 131072 2048 32 0 128 32772
is_linear=0
shrinkage=0.04


Tree=368
num_leaves=31
num_cat=10
split_feature=7 12 8 6 4 12 8 2 6 2 2 3 0 0 2 2 7 12 2 7 2 4 2 2 0 0 2 0 2 2
split_gain=2.65839 1.51719 1.51458 1.12209 0.914449 0.84383 0.521434 0.501334 0.451328 0.979396 0.666222 0.637644 0.41325 0.564277 0.588805 0.37296 0.359173 0.423983 0.509893 0.413873 0.620539 0.411787 0.34027 0.317304 0.309351 0.334471 0.302707 0.300161 0.281311 0.321522
threshold=0 1 2 3 20282.500000000004 4 5 37.500000000000007 6 3.5000000000000004 41.500000000000007 2006.5000000000002 43.175000000000004 35.600000000000009 298.50000000000006 47.500000000000007 7 8 92.500000000000014 9 10.500000000000002 1317685000.0000002 21.500000000000004 15.500000000000002 30.500000000000004 23.500000000000004 15.500000000000002 38.20000000000001 12.500000000000002 1.5000000000000002
decision_type=9 9 9 9 8 9 9 10 9 8 10 10 10 10 8 10 9 9 10 9 10 8 10 10 10 10 8 10 10 8
left_child=1 -1 4 7 -2 8 -7 26 9 -4 22 24 13 -6 -15 -5 -8 28 19 23 21 -21 -10 -19 25 -11 -3 -23 29 -18
right_child=2 3 5 15 12 6 16 -9 10 11 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.518037687806315e-05 7.1612384565425462e-05 2.8773444263094839e-05 8.9007797800919468e-05 4.6476728782783143e-06 -0.00010288457468914307 -0.00046460435979116916 -0.00016979784289830491 4.9984950244874609e-05 0.00021814866056977061 -1.6491138034836133e-05 0.00049535509504006095 0.00013266360095693608 -0.0008977480502157856 2.0493369472281415e-05 0.00022412720461322203 -0.00042740959486313099 2.9335976907974883e-05 -0.00014772050826002223 -4.1155363843218007e-05 -7.2167085112664314e-05 -2.4290659451301318e-05 -1.5006395449654791e-05 -0.00070255241431567146 0.00039803336467777762 -0.00083173447188336137 0.0051141553616618155 7.0943166539076722e-06 0.00021682176215563918 -1.3396226433495121e-05 -0.00035321553123391849
leaf_weight=123 29 47 29 132 36 100 138 38 119 126 39 26 28 106 31 68 29 34 94 31 386 54 39 78 99 25 50 150 464 202
leaf_count=123 29 47 29 132 36 100 138 38 119 126 39 26 28 106 31 68 29 34 94 31 386 54 39 78 99 25 50 150 464 202
internal_value=0.000325312 0.00308742 -0.000194967 0.00156069 0.00282158 -0.000513859 -0.000926031 0.00424657 0.000920077 -6.32921e-05 0.00236538 -0.000808665 0.0019604 0.00268965 0.00385507 -0.000379148 -0.000742072 -0.000553165 6.20516e-05 0.000419618 -6.33005e-06 0.00161017 0.00130818 0.00253658 -0.00143426 -0.000289475 0.00297959 0.00226341 -0.00127479 -0.00243104
internal_weight=2950 458 2492 335 230 2262 1760 135 502 305 197 276 201 173 137 200 1660 1522 827 733 621 235 158 112 250 151 97 204 695 231
internal_count=2950 458 2492 335 230 2262 1760 135 502 305 197 276 201 173 137 200 1660 1522 827 733 621 235 158 112 250 151 97 204 695 231
cat_boundaries=0 18 20 47 48 50 80 81 98 100 109
cat_threshold=268451841 128 0 0 0 134225922 0 8192 33554432 268435504 40960 128 16 268435456 0 32 1073741968 128 73728 32 0 0 0 134217728 0 1 0 0 0 32768 0 131076 0 1048576 0 4096 0 0 0 8192 0 0 0 0 0 1073758208 64 208 1049920 2 268435456 8 0 0 2147483648 0 0 0 1 0 0 0 0 0 0 0 0 0 33554432 2048 0 0 0 0 0 0 0 0 0 4096 280 0 0 8192 2621444 0 0 0 268435456 0 134217728 0 0 0 0 0 0 4096 83937280 32 0 0 0 2048 0 0 0 131072 2048
is_linear=0
shrinkage=0.04


Tree=369
num_leaves=31
num_cat=12
split_feature=7 12 4 11 2 12 12 9 1 8 6 12 2 6 3 9 2 2 2 3 0 2 3 2 9 2 2 0 0 1
split_gain=2.31923 1.45506 1.25592 0.792272 0.832546 0.557483 0.540836 0.840288 0.604424 0.603082 0.392592 0.45086 0.379321 0.356349 0.332156 0.304835 0.648202 0.657151 0.368172 0.26365 0.263281 0.45446 0.326698 0.237218 0.281855 0.365192 0.31416 0.210069 0.194039 0.191289
threshold=0 1 11.000000000000002 2 535.00000000000011 3 4 5 5.5000000000000009 6 7 8 14.500000000000002 9 2016.5000000000002 10 16.500000000000004 47.500000000000007 3.5000000000000004 2007.5000000000002 31.500000000000004 12.500000000000002 2012.5000000000002 11.500000000000002 11 66.500000000000014 22.500000000000004 15.500000000000002 40.250000000000007 5.5000000000000009
decision_type=9 9 10 9 8 9 9 9 10 9 9 9 8 9 8 9 10 10 10 10 8 10 8 8 9 10 10 10 8 10
left_child=1 2 12 4 6 -5 15 9 19 -8 -11 -12 -1 -7 -14 27 18 -18 -17 -9 21 -3 -22 -15 25 -25 -26 -2 -24 -13
right_child=3 20 -4 5 -6 13 7 8 -10 10 11 29 14 23 -16 16 17 -19 -20 -21 22 -23 28 24 26 -27 -28 -29 -30 -31
leaf_value=3.2037915714021122e-05 -1.1379065612116027e-05 0.00055984067368736851 0.00024930926056684677 -3.4467843715232046e-05 6.7858591026298946e-05 5.8255746936121112e-05 -5.5727031108830163e-05 -7.5928389787902864e-05 1.8659743127525592e-05 0.00023348550726471609 0.00019627923051604304 5.5545264562776618e-06 2.3269306631978374e-05 -0.00015755537029930587 0.00012105702631343067 5.2310726143194049e-05 0.00034019363491968489 -2.1889241947501513e-05 -0.0006703603296273604 2.8890470119613834e-05 7.8132726958770812e-05 -0.0013057723060767316 -1.5982844860886658e-06 -2.3551273829016799e-05 5.766578595559292e-06 0.00017870479534844809 -7.9164812048785544e-05 -0.00048024628911765401 -0.00081719441258306269 5.3184671951874281e-05
leaf_weight=58 115 30 39 458 64 100 103 207 46 125 109 348 40 55 46 36 48 32 72 41 30 25 124 110 29 39 73 186 41 90
leaf_count=58 115 30 39 458 64 100 103 207 46 125 109 348 40 55 46 36 48 32 72 41 30 25 124 110 29 39 73 186 41 90
internal_value=0.00019315 0.00285585 0.00550515 -0.000281939 0.000240048 -0.00125257 5.64455e-05 0.000559258 -0.00123279 0.00124682 0.00168668 0.00116846 0.00402759 -0.000153478 0.00570115 -0.001032 0.000241205 0.00296296 -0.00176147 -0.00205623 0.000766283 0.00321428 0.00010204 -0.000832808 -0.000333334 0.000774999 -0.00184071 -0.00180769 -0.000602411 0.000552338
internal_weight=2919 433 183 2486 1622 864 1558 1069 294 775 672 547 144 406 86 489 188 80 108 248 250 55 195 306 251 149 102 301 165 438
internal_count=2919 433 183 2486 1622 864 1558 1069 294 775 672 547 144 406 86 489 188 80 108 248 250 55 195 306 251 149 102 301 165 438
cat_boundaries=0 18 19 22 24 26 28 52 53 54 55 57 59
cat_threshold=268435459 128 8192 2107392 0 2 0 536879104 33554432 268443664 32768 192 0 0 0 32 1073741952 128 90114 36 65536 524288 16861218 34 16950528 2 1073741825 6176 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 128 0 4194304 8 82 1050656 18 1 2192 0 2048
is_linear=0
shrinkage=0.04


Tree=370
num_leaves=31
num_cat=16
split_feature=7 12 4 7 11 12 9 4 4 4 4 5 7 12 17 12 6 6 12 12 0 0 0 0 5 1 1 7 9 1
split_gain=1.43758 1.01826 0.616072 0.494246 0.488935 0.448479 0.513943 0.537313 0.589712 0.374491 0.318423 0.421178 0.300178 0.282609 0.252272 0.353415 0.26726 0.247649 0.338788 0.284744 0.416828 0.184837 0.262572 0.177616 0.270068 0.176956 0.171941 0.133085 0.107799 0.215859
threshold=0 1 6186315000.000001 2 3 4 5 1972110000.0000002 6789.5000000000009 152.50000000000003 267495000.00000003 2.5000000000000004 6 7 8 9 10 11 12 13 24.500000000000004 42.710000000000008 39.07500000000001 35.600000000000009 1.0000000180025095e-35 5.5000000000000009 5.5000000000000009 14 15 5.5000000000000009
decision_type=9 9 10 9 9 9 9 10 10 8 10 8 9 9 9 9 9 9 9 9 10 10 10 10 10 8 8 9 9 8
left_child=1 2 -1 -2 13 9 -7 8 17 -6 11 -3 -11 -5 -14 16 26 19 -19 25 27 22 -22 -20 -25 -8 -16 -21 29 -18
right_child=3 10 -4 4 5 6 7 -9 -10 12 -12 -13 14 -15 15 -17 28 18 23 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.0828688130311139e-05 -0.00027444584005887403 -3.9208431239497709e-06 3.1428226814511249e-05 -1.0648678977595297e-05 2.4480842624366294e-05 -4.2380135526075819e-05 1.9772863269575077e-05 -0.0049518538557787603 0.00017617977658765526 -0.00024875811730486951 -3.2176523744253491e-05 0.00010245162401077385 -3.2652201296496743e-05 -0.00018393629225465426 0.00022477182285459048 -2.9650884713404562e-05 -0.00021001939840026296 0.00044952934009937363 -7.1216491839503008e-05 -2.3145319490590308e-06 0.00037435613942402322 6.4928755746408758e-05 0.00014177819276221961 1.3625188062886479e-05 -0.0020238879940471881 -0.00010902229766251496 -7.983181141923979e-08 9.7030586473033682e-05 3.8035819546402643e-05 7.9895115454279189e-07
leaf_weight=148 118 30 25 125 31 120 130 36 30 110 43 193 236 110 104 156 142 121 59 103 31 25 76 197 43 32 25 149 105 41
leaf_count=148 118 30 25 125 31 120 130 36 30 110 43 193 236 110 104 156 142 121 59 103 31 25 76 197 43 32 25 149 105 41
internal_value=6.35569e-05 0.00214222 -0.00028261 -0.000316303 -0.000182284 1.51434e-05 0.000543421 0.000836049 0.00101906 -0.000624351 0.00366787 0.00441071 -0.000778262 -0.00186992 -0.000482928 -2.05489e-05 0.000588784 0.000843846 9.28065e-05 0.00139318 0.00198481 0.00384962 0.00307407 -0.000632259 -0.000165976 -4.62437e-05 0.00202857 0.0010751 -0.000107024 -0.000680413
internal_weight=2894 439 173 2455 2337 2102 1152 1032 996 950 266 223 919 235 809 573 417 966 420 546 384 132 107 299 240 162 129 252 288 183
internal_count=2894 439 173 2455 2337 2102 1152 1032 996 950 266 223 919 235 809 573 417 966 420 546 384 132 107 299 240 162 129 252 288 183
cat_boundaries=0 17 18 36 39 41 43 60 62 63 64 65 66 67 68 77 79
cat_threshold=268566530 128 33562624 2097152 2 134217728 0 8192 0 0 40960 192 144 268435456 0 0 1073745920 1058850 0 0 67371008 0 0 8192 0 268435456 0 8192 0 0 0 0 0 0 0 256 49152 2147483648 4097 67150082 2 0 148 1 0 0 0 0 0 131072 536870912 0 0 0 0 0 0 0 32 16 106816 32 11 33026 322 200 1197056 66592 0 0 0 0 0 0 131072 0 65536 0 10400
is_linear=0
shrinkage=0.04


Tree=371
num_leaves=31
num_cat=9
split_feature=7 7 8 1 8 0 2 6 3 2 2 5 7 5 0 2 2 3 2 6 2 2 6 3 2 2 13 2 2 3
split_gain=1.68087 0.436341 0.461526 0.425976 0.524895 0.387187 0.464245 0.452987 0.378067 0.365883 0.534343 0.408561 0.346905 0.515594 0.270657 0.390639 0.268768 0.240166 0.378285 0.234428 0.329548 0.219567 0.213741 0.469422 0.1994 0.218765 0.188215 0.343722 0.572503 0.251144
threshold=0 1 2 4.5000000000000009 3 42.710000000000008 119.00000000000001 4 1996.5000000000002 147.50000000000003 84.500000000000014 1.5000000000000002 5 5.5000000000000009 40.675000000000004 66.500000000000014 40.500000000000007 1976.5000000000002 7.5000000000000009 6 12.500000000000002 47.500000000000007 7 1997.5000000000002 1.0000000180025095e-35 74.500000000000014 8 12.500000000000002 20.500000000000004 2017.5000000000002
decision_type=9 9 9 8 9 10 8 9 8 10 10 8 9 8 10 8 8 10 8 9 8 10 9 10 10 10 9 10 10 8
left_child=3 -2 9 -1 16 6 7 21 -6 10 11 -3 19 -14 15 -13 -5 18 -7 20 -10 26 -15 24 -24 -26 29 -28 -29 -4
right_child=1 2 5 4 8 17 -8 -9 12 -11 -12 14 13 22 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00012961709099056684 -4.7767695578199387e-05 4.5884692269838462e-05 0.0014796575521111421 3.9006037490528205e-06 6.3236401235409727e-05 -8.3775407444710705e-05 -0.0001282923955872007 -3.3414990802579415e-05 -2.145870607973785e-05 0.00014496499750865858 -7.1358766062061297e-05 5.4170571054542535e-06 1.8315625866950839e-05 5.7227046153490771e-05 -0.00017105782703184309 4.7082706834372934e-05 -6.3191664757450189e-05 -0.0032132970033265356 0.00017517659670061717 -1.0948398830821536e-05 3.1121665443835481e-05 -0.00024027391898837948 0.00011093334600596954 -0.0020303652272388134 -0.00014027202837439313 6.9621021934268139e-05 9.2586154492042054e-06 0.00061825616375304289 6.7120299462517563e-05 -0.00055652862860415769
leaf_weight=35 228 68 29 54 30 42 159 432 34 38 74 617 30 162 38 50 62 25 79 102 104 56 26 26 32 40 104 34 43 93
leaf_count=35 228 68 29 54 30 42 159 432 34 38 74 617 30 162 38 50 62 25 79 102 104 56 26 26 32 40 104 34 43 93
internal_value=0.000195452 -0.00035856 -0.000162652 0.00183422 0.00163869 -0.000708221 -0.00100946 -0.000611112 0.00210385 0.000513392 0.000344339 0.00065633 0.00189587 0.00274006 0.000368271 0.000556885 -0.000818899 0.00119728 0.00193443 0.000637449 0.00166443 0.000443242 0.00228571 0.000770369 0.00210101 0.0009863 0.000881578 0.00164583 0.00374359 -0.000360903
internal_weight=2946 2209 1981 737 702 1096 950 791 586 885 847 773 556 316 705 667 116 146 121 240 138 359 286 124 98 72 303 181 77 122
internal_count=2946 2209 1981 737 702 1096 950 791 586 885 847 773 556 316 705 667 116 146 121 240 138 359 286 124 98 72 303 181 77 122
cat_boundaries=0 18 36 62 91 92 109 110 111 112
cat_threshold=268451843 144 637542400 2048 32 134217728 0 0 33556480 8240 40960 128 144 0 0 32 4240 128 131072 0 0 532480 2 64 33554432 268435456 0 0 32 256 67108864 268435456 0 0 1073741824 256 0 2048 0 0 0 0 262144 0 0 0 0 131076 10240 0 0 0 0 0 4096 0 128 0 20971520 0 0 16384 0 12 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 524288 386 2 128 536870912 0 32 0 0 0 33554432 32 0 128 16 0 0 0 4096 202 212 12
is_linear=0
shrinkage=0.04


Tree=372
num_leaves=31
num_cat=12
split_feature=7 8 8 9 12 3 17 4 1 3 5 9 3 4 5 5 4 5 11 3 12 7 3 3 11 1 1 12 3 5
split_gain=1.77111 0.884687 0.657511 0.614318 0.551634 1.53516 0.544291 0.98695 0.733197 0.474744 0.418811 0.389939 0.455518 0.41571 0.36663 0.338716 0.313431 0.308765 0.360741 0.38025 0.457456 0.307918 0.442648 0.293255 0.286334 0.369009 0.237066 0.234745 0.189712 0.183089
threshold=0 1 2 3 4 2015.5000000000002 5 16098220000.000002 5.5000000000000009 2002.5000000000002 1.5000000000000002 6 2018.5000000000002 539925000.00000012 4.5000000000000009 1.5000000000000002 575.00000000000011 1.5000000000000002 7 2002.5000000000002 8 9 2004.5000000000002 1995.5000000000002 10 5.5000000000000009 3.5000000000000004 11 1996.5000000000002 2.5000000000000004
decision_type=9 9 9 9 9 10 9 8 10 10 8 9 10 10 8 10 10 10 9 8 9 9 10 10 9 10 10 9 10 8
left_child=3 29 6 21 5 9 8 -8 10 14 -3 12 26 16 -4 -5 17 18 19 -13 -21 28 -23 27 -16 -26 -6 -20 -1 -2
right_child=1 2 4 15 11 -7 7 -9 -10 -11 -12 13 -14 -15 24 -17 -18 -19 23 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.2633184615172487e-05 4.5325573265149872e-05 4.7198090900468418e-05 -0.00017619252780860076 9.3010648910192662e-05 -6.0928026088631205e-05 0.00014918519009502309 8.9710427668034213e-05 7.12871053778489e-05 5.5640131677850355e-05 -0.00064971747148656969 -0.00011206483821225879 0.00077223916959739795 7.9989523370316564e-05 -0.0039525095138364394 -2.2256466580034749e-06 5.8325204826662428e-05 7.8016132878301861e-05 -4.7869287660425013e-05 -0.00042070651165780967 -4.5177852779403338e-05 6.4956606589601851e-05 2.9712322547976439e-05 9.3902991166751291e-05 -0.00044055080930997001 0.00014639018336412221 0.00049829395892435086 -0.00010724452272177974 8.1664807549784102e-07 -1.9638067582002796e-05 -4.5077774286521545e-05
leaf_weight=55 26 30 51 169 45 28 30 98 28 36 77 36 28 44 201 28 58 51 118 108 282 133 29 61 230 26 250 332 49 195
leaf_count=55 26 30 51 169 45 28 30 98 28 36 77 36 28 44 201 28 58 51 118 108 282 133 29 61 230 26 250 332 49 195
internal_value=0.000351857 -7.90332e-05 0.000162903 0.00259072 -9.01813e-05 0.000946826 0.002 0.00379856 0.000136985 0.000484403 -0.00137037 -0.000514046 -0.00171258 -0.000145323 0.000801571 0.00428846 1.52808e-05 -0.000153692 1.27922e-05 0.000860411 0.000511508 0.001213 0.0022659 -0.000697319 0.00116157 0.00200749 -0.00222973 -0.000354768 -0.000486957 -0.00243104
internal_weight=2932 2469 2248 463 1985 572 263 128 135 544 107 1413 323 1090 508 197 1046 988 937 426 390 266 162 511 457 256 295 450 104 221
internal_count=2932 2469 2248 463 1985 572 263 128 135 544 107 1413 323 1090 508 197 1046 988 937 426 390 266 162 511 457 256 295 450 104 221
cat_boundaries=0 17 43 69 71 72 73 75 78 80 89 91 93
cat_threshold=268566531 144 100671488 2176 2 134217730 0 8192 33554432 8208 40960 64 16 0 0 32 128 268435472 2056 0 0 65536 0 0 0 1 0 0 2048 0 0 0 0 0 0 33554432 8192 0 0 4194304 8 0 32768 0 0 0 134217728 0 1 0 0 0 32768 0 4 0 512 0 0 0 0 4096 2048 0 0 0 0 0 268451840 0 10416 68305216 25 0 16532 16388 2147483648 524288 16785408 32 2 128 67117056 0 0 0 0 0 33554432 49184 2147483648 33794 2
is_linear=0
shrinkage=0.04


Tree=373
num_leaves=31
num_cat=8
split_feature=7 7 2 2 6 5 2 3 9 0 3 0 2 2 9 3 2 0 2 2 3 2 3 2 2 9 2 11 6 3
split_gain=2.013 1.06052 0.465284 0.483197 0.441635 0.976222 0.648305 0.476234 0.295798 0.305716 0.525112 0.517696 0.453723 0.442105 0.419307 0.37708 0.28286 0.308112 0.585796 0.27648 0.308142 0.276366 0.391708 0.295715 0.265431 0.258136 0.399551 0.240334 0.236161 0.22915
threshold=0 1 321.00000000000006 698.00000000000011 2 1.0000000180025095e-35 7.5000000000000009 1998.5000000000002 3 39.07500000000001 2020.5000000000002 15.500000000000002 5.5000000000000009 78.500000000000014 4 1.0000000180025095e-35 35.500000000000007 40.250000000000007 88.500000000000014 19.500000000000004 2014.5000000000002 64.500000000000014 2021.5000000000002 13.500000000000002 24.500000000000004 5 67.500000000000014 6 7 1984.5000000000002
decision_type=9 9 10 10 9 10 10 10 9 10 10 8 10 10 9 10 10 10 10 10 8 10 8 10 10 9 8 9 9 10
left_child=4 25 8 -4 7 6 -6 -1 21 11 13 -10 -13 14 19 -15 -8 18 -18 -11 -21 22 23 -3 -22 26 27 -2 -24 -5
right_child=1 2 3 29 5 -7 16 -9 9 10 -12 12 -14 15 -16 -17 17 -19 -20 20 24 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.0526770142383046e-06 0.00026566079701624215 -7.5906101909318571e-06 6.388564968743974e-05 1.9998793984281873e-05 0.00011497528807964539 6.7516761036247024e-05 -3.702960536579059e-07 3.7844924461252428e-05 6.0264631789691091e-05 -2.5306980552226452e-05 0.0003135130131576737 1.7547437003271826e-05 -6.0062495983524503e-05 0.00017261034008639827 3.0239576634661728e-05 -0.00021175905794527244 0.00014518288297994247 -5.2912238076791046e-07 4.2129862535712907e-05 -0.00013141190940228674 0.00018318410541931049 -0.00016108285318600587 -7.3532285969558025e-05 6.7556830258493211e-05 2.8767473568010596e-05 -0.00083174849371438686 -0.00030237012617573191 -4.3541923272176209e-05 -1.0709672131920516e-06 -0.00044362944986383294
leaf_weight=78 107 35 43 36 58 25 76 31 316 370 32 117 250 61 224 32 30 35 25 72 41 42 132 37 106 162 82 151 103 25
leaf_count=78 107 35 43 36 58 25 76 31 316 370 32 117 250 61 224 32 30 35 25 72 41 42 132 37 106 162 82 151 103 25
internal_value=0.000294377 -0.00010205 0.00029928 0.00289524 0.00305691 0.00401538 0.00330667 0.000699999 0.000162353 0.000389705 0.000860489 -0.000251463 -0.00127174 0.000679161 0.000378377 0.00327659 0.00201198 0.00351648 0.00535714 -0.000193334 0.000927272 -0.000877779 -0.00048052 0.00208219 0.00197297 -0.001731 -0.00102564 -0.000277993 -0.00127119 0.000580644
internal_weight=2934 2576 2074 104 358 249 224 109 1970 1621 938 683 367 906 813 93 166 90 55 589 219 349 307 72 147 502 340 258 235 61
internal_count=2934 2576 2074 104 358 249 224 109 1970 1621 938 683 367 906 813 93 166 90 55 589 219 349 307 72 147 502 340 258 235 61
cat_boundaries=0 17 35 36 38 40 42 43 44
cat_threshold=268451841 128 100663296 2048 32 134217792 4194304 8192 0 134217744 40960 64 0 0 0 0 128 0 1 538181632 2621444 524288 8192 0 805306368 33619968 1024 0 128 268435456 0 0 0 0 384 258 0 24720 0 2084 0 18560 32772 140
is_linear=0
shrinkage=0.04


Tree=374
num_leaves=31
num_cat=14
split_feature=8 2 12 7 8 9 2 7 4 4 4 12 15 2 9 4 11 4 2 12 2 2 12 12 2 5 2 2 7 2
split_gain=1.60769 1.00199 1.09396 0.738574 0.711358 0.682052 0.516053 0.502871 0.356809 0.560895 0.345533 0.301053 0.292541 0.339172 0.276343 0.341042 0.292915 0.254679 0.252463 0.252318 0.65731 0.244511 0.227244 0.215868 0.268146 0.200145 0.362804 0.192572 0.154954 0.149996
threshold=0 403.00000000000006 1 2 3 4 416.00000000000006 5 12415638000.000002 1868495000.0000002 19000.000000000004 6 7 37.500000000000007 8 101.00000000000001 9 9736.0000000000018 1.5000000000000002 10 14.500000000000002 79.500000000000014 11 12 80.500000000000014 1.5000000000000002 4.5000000000000009 44.500000000000007 13 5.5000000000000009
decision_type=9 10 9 9 9 9 8 9 10 10 10 9 9 10 9 8 9 10 10 9 10 10 9 9 8 10 8 10 9 10
left_child=1 2 5 19 6 -1 -5 -6 9 11 18 12 -9 -14 25 -16 23 -7 -4 20 -2 -15 -18 24 27 26 -13 29 -21 -17
right_child=3 -3 10 4 7 17 -8 8 -10 -11 -12 14 13 21 15 16 22 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.9312195741836361e-05 -0.0011597827931147512 5.7915533860231586e-05 0.00022572406378237444 -0.00011641542985198147 3.6807460223656678e-05 4.669760694212187e-05 6.7074980392481392e-05 6.2641425673831272e-06 -0.00086830015453734789 0.00017282145667699771 0.00014648252459593936 0.00011864738387243426 2.7504330391884854e-05 0.0011302468941959804 4.1043239900233224e-05 5.7768881550223573e-05 -6.5415105879992261e-07 -0.00031988649223632279 8.340002479771604e-05 -2.9252670495505218e-05 4.929888301460731e-05 0.00026649427745297524 -0.00014617435088823072 -4.5472269440493784e-06 -6.3784745911479391e-05 0.00023974972206692715 -6.887167228507872e-05 0.00018929135090746225 -0.00031894596944207501 6.269590008263419e-06
leaf_weight=137 46 25 38 212 120 78 28 333 33 40 25 32 131 27 28 49 114 26 149 122 71 26 128 361 25 47 217 31 123 112
leaf_count=137 46 25 38 212 120 78 28 333 33 40 25 32 131 27 28 49 114 26 149 122 71 26 128 361 25 47 217 31 123 112
internal_value=0.000212606 0.00230675 0.00191189 -0.000204298 8.741e-05 -1.58739e-05 -0.00191235 0.000356031 0.000174211 0.000256168 0.00391031 0.000141997 0.000931817 0.00217436 -0.000221646 0.00014901 -9.52513e-10 0.00229565 0.00346808 -0.0018445 -0.000218751 0.00496296 -0.00113834 0.000488963 0.00145614 -0.00125082 -0.001744 0.00203109 -0.00257813 0.00145679
internal_weight=2934 478 453 2456 2094 241 240 1854 1734 1701 212 1661 517 184 1144 848 820 104 187 362 117 53 242 578 217 296 249 192 245 161
internal_count=2934 478 453 2456 2094 241 240 1854 1734 1701 212 1661 517 184 1144 848 820 104 187 362 117 53 242 578 217 296 249 192 245 161
cat_boundaries=0 30 32 49 78 80 93 95 96 98 101 102 104 105 122
cat_threshold=0 2048 4 134217728 0 1 0 0 1 32768 0 4 8256 1048576 0 4096 0 0 0 2048 256 0 0 0 0 49152 64 0 0 4096 1247234 32 1 0 68157440 2097156 32 134217728 33554432 0 33554432 32 0 256 67108864 0 0 0 1073745920 16 1048588 0 0 2147483648 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 4194304 8 0 0 0 0 524288 0 2052 2 128 0 0 0 0 0 0 2048 0 8192 0 16 68355328 2 70254592 0 4276 16420 0 524288 1083712 59392 32 2114 0 0 1048576 4 32 0 0 0 33554432 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=375
num_leaves=31
num_cat=13
split_feature=8 7 2 9 9 2 9 7 4 9 7 4 14 6 4 8 2 2 2 6 3 7 2 2 2 2 3 2 2 2
split_gain=2.60333 1.21511 0.753187 0.721851 1.17439 0.782168 0.686304 0.463852 0.463473 0.455737 0.45567 0.320625 0.31414 0.681722 0.397002 0.315017 0.383357 0.360428 0.364939 0.407779 0.474426 0.340775 0.545427 0.312681 0.282257 0.25566 0.246998 0.24619 0.539447 0.236499
threshold=0 1 94.500000000000014 2 3 9.5000000000000018 4 5 680725000.00000012 6 7 9530980000.0000019 8 9 15.000000000000002 10 46.500000000000007 40.500000000000007 5.5000000000000009 11 2005.5000000000002 12 114.50000000000001 22.500000000000004 18.500000000000004 66.500000000000014 2014.5000000000002 22.500000000000004 76.500000000000014 26.500000000000004
decision_type=9 9 10 9 9 8 9 9 10 9 9 8 9 9 10 9 10 8 10 9 10 9 10 10 8 10 10 8 10 10
left_child=2 6 3 8 -5 -6 27 -3 -1 -9 25 -7 14 -14 15 16 24 18 -17 23 -21 22 -19 -20 -11 -8 -22 -2 -29 -25
right_child=1 7 -4 4 5 11 10 9 -10 12 -12 -13 13 -15 -16 17 -18 21 19 20 26 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=-0.0002179107929355733 7.4460143263906667e-05 -0.00013492534433253976 4.4230485676719614e-05 1.1139062564318014e-05 5.741027151907111e-05 6.1396429011181418e-05 -0.00032815155927332795 -2.6763876208785447e-05 1.4168198924799016e-05 0.00011783758832489368 3.7376334271443231e-05 0.00034689530905812448 4.9031305910023629e-05 -1.976105926502214e-06 -0.00063448341734757515 -6.091553390635246e-05 0.00098090134468376477 -2.1604355295957008e-05 -0.00031435500253555694 5.0284659374196325e-05 0.00050183876813969129 -4.4323408122384475e-05 0.00045590111885154187 0.00025639853232025853 -0.0019088939722083232 0.00010422223342219331 0.00012040745762587514 0.00022194899937247212 1.2086084399482763e-05 6.3138472839341375e-07
leaf_weight=83 52 107 41 134 38 31 90 461 42 49 168 31 100 105 111 167 27 103 178 168 26 269 30 28 28 25 35 30 25 127
leaf_count=83 52 107 41 134 38 31 90 461 42 49 168 31 100 105 111 167 27 103 178 168 26 269 30 28 28 25 35 30 25 127
internal_value=0.000358762 -0.000125398 0.003309 0.00278889 0.00401633 0.00720721 0.00189526 -0.000505165 0.000147058 -0.000359863 0.000775509 0.0106667 -2.817e-05 0.00138889 -0.000253501 -4.85446e-05 0.00194783 -0.000248687 0.000279451 0.000767317 0.00201667 -0.00121092 0.000472221 -0.000151164 0.000666666 -0.00111111 0.00509677 0.00450847 0.00678571 0.00115385
internal_weight=2909 2509 400 359 234 100 390 2119 125 2012 283 62 1551 205 1346 1235 104 1131 729 562 229 402 133 333 77 115 61 107 55 155
internal_count=2909 2509 400 359 234 100 390 2119 125 2012 283 62 1551 205 1346 1235 104 1131 729 562 229 402 133 333 77 115 61 107 55 155
cat_boundaries=0 26 44 46 48 50 68 70 87 88 89 108 109 118
cat_threshold=0 2050 4 134217728 1073741824 1 0 0 0 32768 0 4 8256 1049088 0 0 0 0 0 2048 0 0 0 0 0 49152 2 144 67108864 2048 0 64 0 8192 33554432 8224 0 128 144 0 0 0 1073741840 128 0 24612 0 2048 128 4132 131072 268435456 0 0 0 0 0 268435456 0 134217728 0 0 0 0 0 0 4096 256 1073741824 4244 2 0 67108864 0 0 0 0 0 33554432 0 0 128 128 0 0 0 1073741824 139280 152 0 4 0 0 0 0 262144 2147483648 0 0 0 131072 0 0 0 0 0 0 4096 88 0 0 0 0 0 0 131072 0 67584
is_linear=0
shrinkage=0.04


Tree=376
num_leaves=31
num_cat=11
split_feature=7 8 12 4 4 7 12 2 4 0 7 12 6 6 2 0 0 2 4 2 2 2 0 0 12 13 2 2 2 0
split_gain=2.44123 1.39942 1.11429 0.964237 0.945849 0.81993 1.02834 0.600795 0.575555 0.551082 0.541965 0.457275 0.574317 0.481319 0.669221 0.342082 0.332568 0.642466 0.329107 0.320756 0.292515 0.754567 0.748146 0.289742 0.282313 0.3042 0.527513 0.272461 0.411288 0.359322
threshold=0 1 2 20282.500000000004 6050.0000000000009 3 4 42.500000000000007 353375000.00000006 42.960000000000008 5 6 7 8 9.5000000000000018 42.960000000000008 30.500000000000004 12.500000000000002 12415638000.000002 34.500000000000007 54.500000000000007 25.500000000000004 39.07500000000001 16.750000000000004 9 10 47.500000000000007 15.500000000000002 39.500000000000007 18.500000000000004
decision_type=9 9 9 8 8 9 9 8 10 8 9 9 9 9 10 10 10 10 10 10 10 8 10 10 9 9 10 10 10 10
left_child=2 3 8 -2 -4 6 7 -3 -1 20 -7 12 15 14 23 24 17 -8 19 -5 21 22 -6 -13 -12 27 -27 -26 -29 -30
right_child=1 5 4 18 9 10 16 -9 -10 -11 11 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.00011594511174509233 4.0511020802696485e-05 8.6146265724354939e-05 -0.00092267838423587773 1.600376169715159e-05 5.5160211954732442e-06 -0.00013584379118691724 0.00048870787244826121 0.0001208393253870241 3.7365326669290927e-05 2.2814960882827965e-05 -0.00027472781772587025 -2.7120775755659015e-05 0.00039412822083927351 -0.00010875793834280054 -1.2857194160708291e-05 -0.0025675647459118042 -3.3083872420449849e-05 -5.3654129707821203e-06 -0.00093070081212475245 4.0827567162869675e-05 6.5720856825590379e-05 0.00043886642266086523 6.488198655528315e-05 6.095265023700362e-05 -1.8010442981356364e-06 -0.0003875180584287937 0.000233206543582202 0.0011266337212447433 -0.0043081637146001857 0.00064045976212549847
leaf_weight=103 29 96 25 133 33 105 30 39 25 42 123 34 196 341 541 47 270 103 26 42 53 44 43 122 80 72 37 58 32 26
leaf_count=103 29 96 25 133 33 105 30 39 25 42 123 34 196 341 541 47 270 103 26 42 53 44 43 122 80 72 37 58 32 26
internal_value=0.000189765 -0.000249905 0.00318733 0.0026556 0.00478088 -0.000545071 0.000816028 0.00369863 5.75531e-05 0.00583333 -0.000951234 -0.000765117 5.2785e-05 -0.00128885 -0.000661018 -0.000699589 -0.000222223 0.00140298 0.00176238 0.00238636 0.00682759 0.00793388 0.0054026 0.00163057 -0.000354313 0.000316455 -0.0013 0.00123671 0.00252991 0.000135592
internal_weight=2950 2582 368 230 240 2352 538 135 128 215 1814 1709 671 1038 697 475 403 133 201 175 173 120 76 156 428 305 109 196 116 58
internal_count=2950 2582 368 230 240 2352 538 135 128 215 1814 1709 671 1038 697 475 403 133 201 175 173 120 76 156 428 305 109 196 116 58
cat_boundaries=0 17 43 44 62 63 81 83 84 85 86 87
cat_threshold=268435459 128 33554432 2097280 2 8194 0 0 0 268435488 40960 0 144 0 0 0 1073741840 1073741824 2050 0 0 1073741824 0 0 0 0 0 0 4 0 1049088 0 0 0 0 0 2048 0 0 0 0 0 16384 1314 147456 0 1073750016 2048 0 0 131072 536870912 33554432 8192 0 128 0 0 0 0 4096 128 83912704 0 268435457 536870912 0 524288 134217728 33554432 0 0 0 0 0 0 0 0 32 0 512 68388096 2 456 456 67110144 10
is_linear=0
shrinkage=0.04


Tree=377
num_leaves=31
num_cat=13
split_feature=8 8 7 9 8 9 5 4 4 7 4 6 0 4 0 9 3 9 13 3 14 0 3 3 0 0 0 1 0 7
split_gain=2.2707 0.564624 0.527269 0.483867 0.477136 0.4623 0.625952 0.442924 0.449859 0.43332 0.384751 0.288212 0.284565 0.277555 0.243643 0.23251 0.31396 0.222965 0.416766 1.13928 0.301902 0.226109 0.218474 0.196433 0.152075 0.151536 0.15091 0.143405 0.136735 0.523585
threshold=0 1 2 3 4 5 1.5000000000000002 54014.000000000007 6789.5000000000009 6 722615000.00000012 7 8.5000000000000018 180.50000000000003 39.07500000000001 8 2009.5000000000002 9 10 1988.5000000000002 11 14.500000000000002 2020.5000000000002 2003.5000000000002 44.07500000000001 44.07500000000001 16.750000000000004 4.5000000000000009 35.600000000000009 12
decision_type=9 9 9 9 9 9 10 8 10 9 8 9 10 10 10 9 10 9 9 10 9 10 8 8 10 10 10 10 10 9
left_child=1 3 -2 27 24 -5 10 8 13 22 -7 15 -13 -6 -15 -11 23 18 19 21 28 -14 -9 -17 26 -19 -4 -1 29 -20
right_child=2 -3 4 5 7 6 -8 9 -10 11 -12 12 17 14 -16 16 -18 25 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.2269321109375099e-06 -0.00011038070062546153 2.5941486044224438e-05 -0.00058910101972135733 3.2223693045630101e-05 5.9905045552104172e-05 3.84212666538468e-05 -0.00065506053994973331 -0.00032964560492627909 0.0042747405662165536 -4.8115383451431546e-05 0.00077229247796160752 -0.00052953855515332465 -1.5425308024900141e-05 -0.00043360630179603793 4.9136110093246096e-05 0.00044593283393555046 5.782093272341509e-05 -1.5719109150556564e-05 8.4952218493072087e-05 0.002901012838225578 -7.9235991619529107e-05 0.00021616815434641432 6.9387602595697426e-05 -6.5761472967423076e-05 1.5347474126890564e-05 -0.0015581175182018965 -0.00012916111829310573 -0.00021101446552528104 1.3703123094013344e-05 -0.00028851111360467615
leaf_weight=51 227 171 29 178 55 38 35 33 26 262 70 31 47 37 70 27 32 246 249 25 120 35 68 82 25 27 162 65 302 114
leaf_count=51 227 171 29 178 55 38 35 33 26 262 70 31 47 37 70 27 32 246 249 25 120 35 68 82 25 27 162 65 302 114
internal_value=5.57814e-05 0.00221002 -0.000514091 0.00136607 -0.000310166 0.00215663 0.00381818 -0.000101107 0.00173545 -0.000305703 0.00557798 -0.000469566 -0.000152445 0.000932514 -0.00025926 -0.00138164 -2.63167e-05 -5.14589e-05 0.00025692 0.00247458 -7.53778e-05 0.000385541 0.00210714 -0.00105455 -0.00204405 -0.00102817 -0.00252083 -0.000818899 0.000266271 -0.000252748
internal_weight=2939 608 2331 437 2104 321 143 1888 188 1700 108 1599 1196 162 107 403 141 1165 892 107 785 82 101 109 216 273 191 116 665 363
internal_count=2939 608 2331 437 2104 321 143 1888 188 1700 108 1599 1196 162 107 403 141 1165 892 107 785 82 101 109 216 273 191 116 665 363
cat_boundaries=0 26 46 64 66 90 92 95 96 98 100 101 102 110
cat_threshold=0 1050624 4 134217728 1073741824 0 262144 0 0 0 0 131076 8192 1049088 0 4096 0 0 0 10240 0 524288 0 0 0 268451840 0 0 4 0 0 0 262144 0 0 0 0 131076 0 512 0 4096 0 0 0 8192 131072 268435472 1048576 4 0 0 0 268435456 0 134225920 0 256 0 0 0 32 128 256 0 24576 268435472 0 0 0 0 0 0 2147483648 1 0 0 33554432 0 0 0 0 0 0 33554432 0 256 0 4194304 8 128 2080 0 128 1677721600 132 0 22544 0 26672 8 8320 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=378
num_leaves=31
num_cat=10
split_feature=8 7 12 11 12 9 7 1 6 1 0 3 3 0 0 0 3 14 0 1 12 0 1 3 3 0 0 0 1 0
split_gain=2.13101 1.31283 0.768879 0.663034 0.641609 0.590229 0.455669 0.73245 0.43474 0.805212 0.39264 0.354909 0.349497 0.3283 0.315559 0.300185 0.288754 0.287548 0.243441 0.241763 0.465392 0.582808 0.227985 0.212492 0.201845 0.183138 0.181931 0.168404 0.19212 0.164276
threshold=0 1 2 3 4 5 6 5.5000000000000009 7 5.5000000000000009 16.750000000000004 2005.5000000000002 2007.5000000000002 44.07500000000001 39.07500000000001 40.250000000000007 2020.5000000000002 8 40.250000000000007 5.5000000000000009 9 30.500000000000004 5.5000000000000009 2002.5000000000002 2019.5000000000002 48.175000000000004 30.500000000000004 36.400000000000006 4.5000000000000009 18.500000000000004
decision_type=9 9 9 9 9 9 9 8 9 10 10 10 10 10 10 10 8 9 10 10 9 10 8 8 8 10 10 8 10 10
left_child=5 4 13 8 10 22 11 -8 15 16 -2 19 17 -3 -14 -4 -10 26 27 20 -6 -22 23 -1 -25 -15 29 28 -19 -5
right_child=1 2 3 12 6 -7 7 -9 9 -11 -12 -13 14 25 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.4389168776330157e-05 0.00014801272749158338 -3.0082508292985428e-05 1.6229216584986962e-05 -0.0010498938994316291 -8.1979044268675316e-06 8.7872663424354733e-05 4.5201791324106803e-05 0.00017914362698247591 -0.00011335661168366492 0.00030653167758351688 -0.0019308491799087566 -0.00098178609936280369 -2.038030276196423e-05 5.2695189319638731e-05 0.00011950223533551042 -0.0030049274402853257 0.000194201600273806 -0.00010747437096773678 5.6310453404696141e-05 -8.6415214323396306e-06 0.00059834452795541875 6.6539927500850667e-05 6.5539621607397307e-05 -0.00017392236049153007 1.5987251398027739e-05 -0.00078628739259039193 -0.0012759478658802878 -0.00034941842179385 1.475910792643326e-05 7.1517439461131336e-06
leaf_weight=25 34 834 104 121 115 238 115 55 53 36 69 35 34 71 25 30 115 75 58 54 46 110 47 34 128 25 114 42 47 51
leaf_count=25 34 834 104 121 115 238 115 55 53 36 69 35 34 71 25 30 115 75 58 54 46 110 47 34 128 25 114 42 47 51
internal_value=0.000204011 -0.000271078 -0.000812569 2.18331e-05 0.00128571 0.00263354 0.00184843 0.00353591 0.00139828 0.00253023 -0.00150877 0.000970349 -0.00080969 -0.0016153 0.00206667 -0.000386208 0.00146745 -0.00116307 -3.43357e-05 0.00141104 0.00189706 0.00320958 0.00107755 0.000489361 -4.90807e-05 0.000577319 -0.00196633 -0.000824243 -6.50416e-05 -0.00120231
internal_weight=2940 2468 1835 905 633 472 530 170 338 204 103 360 567 930 59 134 168 508 222 325 271 156 234 187 162 96 286 164 122 172
internal_count=2940 2468 1835 905 633 472 530 170 338 204 103 360 567 930 59 134 168 508 222 325 271 156 234 187 162 96 286 164 122 172
cat_boundaries=0 26 43 44 45 46 48 60 61 62 64
cat_threshold=0 2050 0 134217728 0 1 262144 0 1 32768 0 4 8192 512 0 0 0 0 0 2048 0 0 0 0 0 268451840 268566530 129 1073741824 2099200 0 134217792 131072 268443648 0 8224 0 128 128 0 0 0 1073741840 84076546 32772 132384 0 18464 131074 1 0 2099200 0 64 131072 0 0 32 0 128 400 8192 114688 32
is_linear=0
shrinkage=0.04


Tree=379
num_leaves=31
num_cat=6
split_feature=8 4 2 9 12 9 4 2 2 3 2 3 2 3 2 2 0 4 2 3 2 2 0 18 2 2 0 2 2 17
split_gain=1.70284 0.798762 0.615199 0.610675 0.659682 0.717038 0.84506 0.604004 0.577511 0.60271 0.836591 0.595942 0.458841 0.372945 0.526892 0.588951 0.343064 0.476409 0.334141 0.462446 0.523333 0.377561 0.330601 0.33402 0.321911 0.390734 0.299444 0.281938 0.434122 0.268999
threshold=0 850.00000000000011 8.5000000000000018 1 2 3 2867949500.0000005 7.5000000000000009 23.500000000000004 1980.5000000000002 16.500000000000004 1971.5000000000002 10.500000000000002 2004.5000000000002 12.500000000000002 10.500000000000002 42.250000000000007 28487750000.000004 66.500000000000014 2017.5000000000002 85.500000000000014 321.00000000000006 44.07500000000001 4 34.500000000000007 47.500000000000007 42.710000000000008 49.500000000000007 33.500000000000007 5
decision_type=9 8 8 9 9 9 8 8 10 10 10 10 10 10 8 10 10 8 8 8 8 10 10 9 8 10 10 8 10 9
left_child=1 -1 -3 29 5 6 -5 -8 9 10 12 16 26 14 15 -7 -10 -18 -6 -20 -21 -22 27 -24 -9 -26 -4 28 -16 -2
right_child=3 2 8 4 18 13 7 24 11 -11 -12 -13 -14 -15 22 -17 17 -19 19 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=4.5907659850618216e-05 -1.1767208592427061e-06 -1.5324397297994502e-05 0.00012099429659835449 9.8418996022154123e-05 -1.970994183501202e-05 2.4264292982097408e-05 0.0018655000747480302 -1.9565090651454398e-05 0.0001054723464688344 0.0003187122556921773 0.00026155237924311908 -0.00016572474448248162 -0.00024176239120554159 -6.5939971756102323e-05 -1.501149527081273e-05 0.0011758368658407895 5.8985947476491197e-05 -0.0012662645473312708 -0.00011624679171497183 0.00010714383096247034 -1.9757752944745097e-05 5.8103934706547435e-05 -0.00038580339274945719 0.00012590510531772022 0.00064903021115042493 1.9114727012315421e-05 0.0001160683493364542 -2.5871757198064148e-05 0.00030356354508260478 -0.00013338439442460093
leaf_weight=31 100 65 45 31 562 201 66 104 82 33 43 63 49 129 221 27 32 25 33 38 145 35 25 34 32 63 30 304 72 195
leaf_count=31 100 65 45 31 562 201 66 104 82 33 43 63 49 129 221 27 32 25 33 38 145 35 25 34 32 63 30 304 72 195
internal_value=0.000349793 0.00245187 0.00207692 -9.39054e-05 0.000146272 0.000699999 0.00239739 0.00172932 0.00266005 0.0041791 0.00316667 0.00114286 0.001472 0.000183593 0.000479095 0.002131 0.0026 0.000206896 -0.000742719 0.000460317 0.00113242 0.000220994 -9.74134e-05 0.00273333 0.000619999 0.00229167 0.00342105 -0.000381272 0.0005034 -0.00176471
internal_weight=2915 498 467 2417 2122 1309 296 265 402 200 167 202 124 1013 884 228 139 57 813 251 218 180 656 59 199 95 75 597 293 295
internal_count=2915 498 467 2417 2122 1309 296 265 402 200 167 202 124 1013 884 228 139 57 813 251 218 180 656 59 199 95 75 597 293 295
cat_boundaries=0 27 29 31 33 34 35
cat_threshold=0 10 0 134217728 0 1 262144 0 0 32768 0 4 0 1049088 0 0 0 0 4096 0 0 0 0 0 0 16384 64 0 4240 83298 32 1073741825 16388 4 25
is_linear=0
shrinkage=0.04


Tree=380
num_leaves=31
num_cat=13
split_feature=7 8 2 12 8 2 2 0 2 6 11 12 12 3 15 7 12 0 0 2 2 12 2 1 2 12 2 0 1 2
split_gain=2.04074 0.854232 0.854413 0.847197 0.562636 0.477435 0.730147 0.569172 0.532397 0.459475 0.416822 0.502743 0.436429 0.380642 0.366775 0.371599 0.343036 0.461688 0.434526 0.500738 0.382908 0.324197 0.374332 0.312653 0.595291 0.273227 0.25447 0.25419 0.253585 0.287288
threshold=0 1 416.00000000000006 2 3 54.500000000000007 26.500000000000004 40.250000000000007 18.500000000000004 4 5 6 7 1992.5000000000002 8 9 10 35.600000000000009 36.400000000000006 35.500000000000007 28.500000000000004 11 22.500000000000004 4.5000000000000009 6.5000000000000009 12 39.500000000000007 44.07500000000001 1.5000000000000002 39.500000000000007
decision_type=9 9 8 9 9 10 10 10 10 9 9 9 9 10 9 9 9 10 10 8 8 9 10 10 8 9 10 10 10 8
left_child=3 2 21 -1 -3 6 8 13 23 -6 11 -11 -12 -7 15 -14 17 -17 19 -18 -20 22 -2 -5 -25 26 -16 -26 -27 -30
right_child=1 4 -4 5 9 7 -8 -9 -10 10 12 -13 14 -15 25 16 18 -19 20 -21 -22 -23 -24 24 27 28 -28 -29 29 -31
leaf_value=-8.967174937355628e-06 -3.4138269813872022e-06 -0.00047278618971640334 7.6529125365336464e-05 0.00010090147504773005 -3.1168190730514651e-05 9.528458979524154e-06 0.00010240360537680008 -0.00049490327250209748 -2.435810898448232e-05 9.8806594554069418e-05 -3.2712639404263173e-05 -7.182621652028771e-06 -2.1462126413192589e-05 0.00012762286436914956 -0.0011104984283528271 -0.0001473970153056894 0.0099289489441071258 0.00017923597212966046 -0.0010659139174637512 5.4544273742512251e-05 9.2269852321784053e-05 -4.0649212684805961e-05 4.3919939301476013e-05 0.00013676900629132636 0.00010540935464406494 0.00048160174396805536 -5.6881158667527543e-06 -0.00045801693547646149 4.8214573660986386e-05 -9.6302558832273087e-05
leaf_weight=106 42 104 38 45 442 42 41 25 37 337 390 248 110 25 93 66 29 67 36 37 28 117 59 37 61 40 50 30 81 62
leaf_count=106 42 104 38 45 442 42 41 25 37 337 390 248 110 25 93 66 29 67 36 37 28 117 59 37 61 40 50 30 81 62
internal_value=0.000170881 -0.000283073 0.00185768 0.00261739 -0.000537876 0.00358192 0.0045873 0.0012043 0.00360189 -0.000387401 -8.07131e-05 0.000771811 -0.000541819 0.00311765 6.19709e-05 0.000906249 0.00170803 0.000194444 0.00312057 0.00561194 0.000984614 0.000949771 0.00246428 0.00452873 0.00347287 -0.000902078 -0.00215585 0.00169565 0.000144329 -0.00063889
internal_weight=2925 2476 256 449 2220 343 251 92 210 2116 1674 585 1089 67 699 373 263 133 130 66 64 218 101 173 128 326 143 91 183 143
internal_count=2925 2476 256 449 2220 343 251 92 210 2116 1674 585 1089 67 699 373 263 133 130 66 64 218 101 173 128 326 143 91 183 143
cat_boundaries=0 18 44 45 72 73 75 77 79 80 88 89 91 92
cat_threshold=268566531 128 33554432 2048 2 134217728 0 8192 0 402661424 8192 64 144 0 0 0 1073741840 128 0 0 0 134217728 2147483648 1 0 0 0 0 0 2048 8192 1049088 0 0 0 0 0 2048 0 0 4194304 0 0 16384 85067040 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 8192 0 0 0 8 0 1073741824 4 132 4 1048576 68191490 32 67111938 34 201326592 0 0 0 4 0 0 0 131072 16990272 32834 32 1056864
is_linear=0
shrinkage=0.04


Tree=381
num_leaves=31
num_cat=11
split_feature=8 0 2 12 14 1 17 1 2 2 2 15 2 12 11 8 0 11 1 13 2 2 2 3 5 2 2 11 0 2
split_gain=1.74585 0.808033 0.962088 0.748006 0.575555 0.568532 0.423307 0.63098 0.435774 0.415295 1.30851 0.392041 0.959631 0.345742 0.342778 0.337199 0.673506 0.348289 0.327289 0.484451 0.32357 0.280841 0.802839 0.249279 0.249168 0.230075 0.319726 0.223806 0.350758 0.330083
threshold=0 35.600000000000009 22.500000000000004 1 2 4.5000000000000009 3 3.5000000000000004 24.500000000000004 83.500000000000014 262.50000000000006 4 13.500000000000002 5 6 7 15.500000000000002 8 5.5000000000000009 9 24.500000000000004 12.500000000000002 5.5000000000000009 2014.5000000000002 1.5000000000000002 32.500000000000007 57.500000000000007 10 30.500000000000004 34.500000000000007
decision_type=9 10 10 9 9 10 9 10 10 10 10 9 8 9 9 9 10 9 10 9 8 8 10 10 8 10 10 9 10 10
left_child=1 -1 21 6 5 -5 20 8 -8 -4 -11 12 -9 18 25 27 -17 -18 19 -6 -2 22 -3 -16 -19 -13 -27 -15 -29 -30
right_child=3 2 9 4 13 -7 7 11 -10 10 -12 14 -14 15 23 16 17 24 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-2.0617422899570627e-05 0.00064698395690054107 -0.0006201130608072975 0.00017425686685836728 6.3065142499959607e-05 7.2016504047624111e-06 -1.077399540342889e-06 4.0421236616436125e-05 0.00068329440414517249 0.00068274677362686995 -3.5438749419110832e-06 6.6296851496068089e-05 0.0001750466090935986 -1.8456227215180123e-05 -0.00043980507689764985 -0.00023660635444677495 0.00092024593551852125 8.69144501536114e-06 -0.00061715335408366945 -7.5313453481557727e-05 -8.8619470486419057e-05 -0.00013065761739456731 -2.8511642614148515e-06 9.2299181502929811e-05 7.3777378939851932e-05 -3.1783458962048329e-05 -0.00073212406187880613 4.4778958355963527e-05 0.00030891077672813002 7.7789800627991012e-05 -2.8413225299928521e-05
leaf_weight=61 71 27 37 45 160 71 81 29 37 27 25 66 76 167 240 54 104 63 87 217 30 52 28 26 656 27 25 43 239 75
leaf_count=61 71 27 37 45 160 71 81 29 37 27 25 66 76 167 240 54 104 63 87 217 30 52 28 26 656 27 25 43 239 75
internal_value=0.00010044 0.0031791 0.00454822 -0.000205927 -0.000604419 0.00201575 0.000901251 0.000472491 0.00309244 0.0076 0.00513207 -0.000155103 0.00189655 -0.000778253 -0.000749368 -0.000456092 -0.000932433 -0.00122816 -0.0017179 -0.0012381 0.00317857 0.00196296 0.00392857 -0.00153069 -0.00152877 0.000992247 -0.000905661 0.000343924 0.000902173 0.000457142
internal_weight=2946 257 196 2689 1981 116 708 607 118 89 52 489 105 1865 384 1401 877 823 464 377 101 107 55 266 719 118 52 524 357 314
internal_count=2946 257 196 2689 1981 116 708 607 118 89 52 489 105 1865 384 1401 877 823 464 377 101 107 55 266 719 118 52 524 357 314
cat_boundaries=0 30 32 33 34 35 36 37 60 63 64 66
cat_threshold=0 2050 0 134217728 1073741824 0 0 0 0 0 0 2048 0 1048576 0 0 0 0 0 10240 0 0 4194304 0 0 49152 64 0 0 4096 67125312 34 129 9 2281701376 16787712 16416 0 0 0 0 0 1 262144 0 0 0 0 131076 10240 512 0 0 0 0 4096 0 0 0 16777216 16384 1024 524288 2 32 1024
is_linear=0
shrinkage=0.04


Tree=382
num_leaves=31
num_cat=9
split_feature=8 0 9 12 2 2 2 18 0 4 4 2 2 12 9 3 0 2 6 2 4 2 17 3 4 3 3 3 2 12
split_gain=1.30936 0.725849 0.887896 0.807703 0.750236 0.544227 0.449151 0.388289 0.726721 0.722846 0.377005 0.372538 0.371576 0.331638 0.333707 0.325386 0.351173 0.316862 0.311479 0.328131 0.303492 0.29882 0.293118 0.325272 0.242293 0.238449 0.721198 0.214298 0.202763 0.192733
threshold=0 47.750000000000007 1 2 66.500000000000014 68.500000000000014 8.5000000000000018 3 36.900000000000006 16472860000.000002 141.00000000000003 80.500000000000014 23.500000000000004 4 5 2000.5000000000002 44.07500000000001 898.00000000000011 6 15.500000000000002 40558085500.000008 298.50000000000006 7 2019.5000000000002 10347970000.000002 2014.5000000000002 2018.5000000000002 2011.5000000000002 2.5000000000000004 8
decision_type=9 10 9 9 10 10 8 9 8 8 10 10 8 9 9 8 10 8 9 8 8 8 9 10 8 8 8 8 8 9
left_child=1 2 3 5 -4 12 -5 8 9 -2 -3 24 -1 14 17 -15 25 22 19 -8 -21 -22 -9 29 -10 -17 -27 -20 -28 -24
right_child=7 10 4 6 -6 -7 18 13 11 -11 -12 -13 -14 15 -16 16 -18 -19 27 20 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.00018450505008129933 0.00014157152165057365 8.3777873835304552e-05 0.00024471073634392223 -0.00064778499213395419 -0.001733422118239208 -1.2463397710154315e-05 0.00010053061813140502 -2.7706458496648107e-05 -0.0019663189314391397 4.7944997694023812e-05 1.9073207661315991e-05 -0.0032089624533178786 0.00040380794917691139 4.8376000133424161e-05 -2.1380470837381438e-05 -0.00034602376423433851 4.687683056087465e-05 -0.0012703822350350073 9.5465692924039634e-05 5.2962552713047563e-05 -0.00067544947797533754 4.076246028573644e-05 -2.3066368569496455e-05 5.3951991497493102e-05 0.00011121083546191806 0.0017450008325187486 -0.00045492581288180539 -0.00060060714479286039 -2.3578799273229003e-05 5.1640072146730647e-05
leaf_weight=36 29 30 177 61 36 43 25 107 36 27 25 32 31 44 239 80 63 55 29 32 33 28 223 31 77 25 47 101 706 410
leaf_count=36 29 30 177 61 36 43 25 107 36 27 25 32 31 44 239 80 63 55 29 32 33 28 223 31 77 25 47 101 706 410
internal_value=0.00016718 0.00167908 0.00131438 0.000195348 0.00333928 0.00297521 -0.000862501 -0.000305086 0.00136634 0.00519298 0.00607143 -0.000136987 0.00547059 -0.000472675 1.85864e-05 -0.0010041 -0.00117571 0.000401433 -0.000128515 0.00130232 0.000297871 -0.00135484 0.000616579 0.000924444 0.000947367 -0.00138766 -0.00117073 -0.00141844 -0.00139523 0.000738169
internal_weight=2918 687 632 419 213 110 309 2231 201 56 55 145 67 2030 1065 965 921 826 248 118 93 61 771 664 113 858 778 130 753 633
internal_count=2918 687 632 419 213 110 309 2231 201 56 55 145 67 2030 1065 965 921 826 248 118 93 61 771 664 113 858 778 130 753 633
cat_boundaries=0 30 32 34 35 37 39 40 41 42
cat_threshold=0 1050630 0 0 0 1 262144 0 1 32768 0 4 8192 1049088 0 0 0 0 4096 10240 0 0 4194304 0 0 49152 64 0 0 4096 0 26660 16801856 32 4 68224322 2 0 6180 148 24 65792
is_linear=0
shrinkage=0.04


Tree=383
num_leaves=31
num_cat=14
split_feature=7 8 0 1 7 12 7 12 12 11 9 0 8 0 0 3 6 1 12 1 0 1 7 3 11 0 1 3 3 1
split_gain=1.81708 0.984723 0.714204 0.761983 0.479766 0.441454 0.630342 0.361874 0.342679 0.447046 0.405943 0.348222 0.323657 0.310347 0.309023 0.301036 0.265361 0.407706 0.214462 0.330189 0.211314 0.262596 0.205454 0.26893 0.47596 0.268014 0.18718 0.180406 0.176867 0.175653
threshold=0 1 38.57500000000001 5.5000000000000009 2 3 4 5 6 7 8 16.750000000000004 9 44.07500000000001 36.400000000000006 2005.5000000000002 10 5.5000000000000009 11 3.5000000000000004 44.07500000000001 5.5000000000000009 12 2019.5000000000002 13 35.600000000000009 5.5000000000000009 2008.5000000000002 2004.5000000000002 5.5000000000000009
decision_type=9 9 10 8 9 9 9 9 9 9 9 10 9 10 10 8 9 8 9 8 10 8 9 8 9 10 10 8 10 8
left_child=5 2 -2 7 13 26 15 -4 10 -10 22 -12 20 -3 -13 -7 17 28 19 -18 21 -11 -6 -24 -25 -26 -1 -16 -14 -21
right_child=1 4 3 -5 8 6 -8 -9 9 12 11 14 16 -15 27 -17 18 -19 -20 29 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=2.965879968939099e-05 -7.2762257603868316e-06 -0.00016511737159341066 -4.0655308135304317e-06 6.0658287238024355e-05 -0.00019461564677071986 0.00020748494294966642 0.00021748783033888637 6.2484465526160555e-05 3.9509113287745522e-05 0.00028164125699181748 0.00053540268680582666 -0.00085292033035390803 0.00016933037408961126 5.5494012642630785e-05 0.00097195826711462066 -8.2417059740600234e-06 0.00025567998944405975 -0.00018379558838445484 -3.4083443999672598e-05 -0.00031865849529729887 -0.00018642609190689508 -2.1555398769154964e-05 -7.1423319954730064e-06 8.3066770654705897e-05 -0.00017001260042744812 1.1241456678218168e-05 -0.00081578352251580248 -2.7980868630084276e-05 -6.6355282744685803e-05 0.0010766685440505789
leaf_weight=86 97 183 110 58 134 27 148 111 119 65 26 53 118 40 32 73 33 32 483 128 35 29 92 217 49 107 25 201 33 28
leaf_count=86 97 183 110 58 134 27 148 111 119 65 26 53 118 40 32 73 33 32 483 128 35 29 92 217 49 107 25 201 33 28
internal_value=0.00030676 -6.55497e-05 0.00179845 0.00287143 -0.000386122 0.00292973 0.00389189 0.00178378 -0.00018568 -0.000657093 0.000386116 -0.000767803 -0.000940704 -0.00210257 -0.00119861 0.00108108 -0.00122402 0.000144329 -0.00159297 -0.000380001 0.000885713 0.00193684 0.000990163 0.00138655 0.00189305 9.58075e-05 0.00062295 -0.000564104 0.00102631 -0.00117198
internal_weight=2972 2613 376 279 2237 359 248 221 2014 1103 911 312 984 223 286 100 855 183 672 189 129 94 599 465 373 156 111 233 151 156
internal_count=2972 2613 376 279 2237 359 248 221 2014 1103 911 312 984 223 286 100 855 183 672 189 129 94 599 465 373 156 111 233 151 156
cat_boundaries=0 14 40 58 59 68 69 71 73 75 89 90 91 102 105
cat_threshold=268451841 128 33554432 2048 589824 134217728 0 8192 2048 8208 0 128 128 268435456 0 2052 0 134217728 2147483648 1 0 0 1 32768 0 133124 0 1049600 0 0 0 0 4096 0 0 0 4194304 0 0 16384 0 0 603987968 2621440 0 0 0 0 0 0 32800 0 0 0 0 0 1073746048 256 17828192 1 0 0 2048 0 0 0 0 2048 65570 84968544 32 32768 2147484672 0 10288 16 0 0 0 0 0 262144 0 0 0 0 0 2048 512 82 81920 0 0 0 4 0 0 0 131072 0 0 8192 36 0 524288
is_linear=0
shrinkage=0.04


Tree=384
num_leaves=31
num_cat=12
split_feature=7 8 0 12 0 1 17 12 9 3 7 3 8 5 0 0 6 3 13 5 0 1 0 3 3 0 11 1 12 1
split_gain=1.99859 1.46026 1.23403 0.901113 0.780578 0.747418 0.728974 0.654085 0.600446 0.551137 0.509073 0.471399 0.385063 0.308285 0.294339 0.292323 0.325416 0.38078 0.301252 0.273418 0.263521 0.245992 0.283727 0.553319 0.235958 0.234883 0.185033 0.229005 0.246134 0.201409
threshold=0 1 38.57500000000001 2 32.500000000000007 5.5000000000000009 3 4 5 2012.5000000000002 6 2008.5000000000002 7 10.500000000000002 29.500000000000004 48.175000000000004 8 1989.5000000000002 9 1.0000000180025095e-35 30.500000000000004 5.5000000000000009 39.07500000000001 2001.5000000000002 1999.5000000000002 40.250000000000007 10 5.5000000000000009 11 5.5000000000000009
decision_type=9 9 10 9 10 8 9 9 9 8 9 8 9 8 10 8 9 10 9 10 10 8 10 10 10 10 9 10 9 10
left_child=3 2 20 4 -1 19 9 10 -9 -3 11 -8 -10 -6 -13 16 17 25 24 -4 -2 22 -20 -24 -18 -12 27 28 -14 -28
right_child=1 6 5 -5 13 -7 7 8 12 -11 15 14 26 -15 -16 -17 18 -19 21 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00014516471411274112 6.0206047436769769e-05 2.9714057164636621e-05 0.00014139178665998421 1.7685835856027087e-05 0.0001508468466132418 7.2218775773279565e-05 -5.6019714055200764e-05 4.6382711712223916e-05 9.9128141621580325e-05 -8.5854156217331261e-05 0.00013945732031697014 0.00011490799682719084 6.398442145205292e-05 2.6946184334647639e-05 0.00025772686770545665 -0.0031235185881700565 -4.5921330203790298e-05 -5.4973028921410418e-06 0.00035052573824216317 -2.0129940172340133e-05 -0.0023252739050112544 -2.6664775064894979e-06 -6.8676161429409775e-05 7.7336689352177425e-05 -0.00072487332442885283 2.5729130425087834e-05 -0.00013017315644396618 -3.095976967714446e-05 -2.7067527457658151e-05 1.8608841386706484e-05
leaf_weight=36 49 61 71 172 27 32 30 111 107 533 61 37 102 144 73 25 139 49 68 28 29 61 88 31 43 39 396 66 178 56
leaf_count=36 49 61 71 172 27 32 30 111 107 533 61 37 102 144 73 25 139 49 68 28 29 61 88 31 43 39 396 66 178 56
internal_value=0.000214746 -0.000191143 0.00292727 0.00288205 0.0046422 0.00542424 -0.000480339 -6.77593e-05 -0.000724441 -0.00167934 0.000826489 0.00291391 -0.00106987 0.00369767 0.00432432 0.000299186 0.000489654 0.002025 -9.07039e-05 0.00364 -0.000911393 0.000803088 0.00155319 0.000366666 -0.00128497 0.00356436 -0.00137454 -0.000627452 -0.00014235 -0.00191793
internal_weight=2942 2563 209 379 207 131 2354 1760 1016 594 744 140 905 171 110 604 579 149 430 99 78 248 187 119 182 100 798 346 280 452
internal_count=2942 2563 209 379 207 131 2354 1760 1016 594 744 140 905 171 110 604 579 149 430 99 78 248 187 119 182 100 798 346 280 452
cat_boundaries=0 18 44 46 47 48 50 60 81 82 83 86 88
cat_threshold=268435458 128 8192 2048 524288 134217794 0 8192 0 402661376 8192 64 128 0 0 0 4224 128 0 2054 0 0 0 0 0 0 1 32768 0 2048 0 1048576 0 0 0 0 4096 0 0 0 4194304 0 0 32768 16851970 32 26 68190306 1 16384 0 1 0 0 32 0 131072 0 2048 32 0 0 0 0 0 0 0 2147483648 0 0 0 131072 0 0 0 4096 0 0 0 0 128 192 2 32 2147484672 524288 16910336 32
is_linear=0
shrinkage=0.04


Tree=385
num_leaves=31
num_cat=12
split_feature=8 7 16 9 2 3 8 5 2 2 2 2 2 9 11 12 7 8 2 2 2 2 6 8 2 3 2 2 4 4
split_gain=1.39882 1.16294 0.989085 1.32844 0.943206 0.907706 0.58274 0.565 1.05111 0.498716 0.428896 0.571313 0.747179 0.413701 0.570605 0.459692 0.410659 0.326098 0.49657 0.721166 0.73955 0.778178 0.271023 0.337327 0.283781 0.260172 0.293622 0.506867 0.256523 0.248431
threshold=0 1 2 3 108.50000000000001 2008.5000000000002 4 4.5000000000000009 16.500000000000004 36.500000000000007 13.500000000000002 69.500000000000014 398.00000000000006 5 6 7 8 9 51.500000000000007 2.5000000000000004 17.500000000000004 44.500000000000007 10 11 49.500000000000007 1996.5000000000002 86.500000000000014 12.500000000000002 2331015000.0000005 1074820000.0000002
decision_type=9 9 1 9 10 10 9 8 8 10 8 10 10 9 9 9 9 9 10 10 10 10 9 9 8 10 10 10 10 10
left_child=2 10 3 28 5 7 -3 -5 -9 29 -2 -12 -13 14 25 22 -17 18 19 -18 -21 -22 -16 -24 -25 26 27 -8 -1 -10
right_child=1 6 -4 4 -6 -7 13 8 9 -11 11 12 -14 -15 15 16 17 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.4014518336359249e-05 0.00019020381757208697 -0.00022093415066981988 -8.4283525384570084e-05 3.4139150261840601e-05 0.0002593342176746653 0.00011455315813087107 0.0006007430629246562 -2.3809786599633616e-05 0.00015196133585391563 3.6645004511507859e-05 -9.3938717592887981e-06 8.0900668576853251e-05 1.6527760630993984e-05 -6.0380620450262478e-05 -0.00038404988742326944 -0.00046057869702989627 -0.001899761610903877 -2.041300899062899e-05 -5.3827883698398147e-05 0.00065611698245075128 -1.5082131842745943e-05 0.00038668837843397713 -2.3444601314613531e-05 0.00056727397904034421 1.0809765763529403e-06 -0.00023318933227928283 8.8700715765350447e-05 -8.7008781469705381e-06 -0.001316412994065568 0.00020075607494638239
leaf_weight=122 33 258 63 30 25 31 43 83 48 54 90 39 44 264 102 158 36 707 98 100 124 32 112 96 38 28 25 49 29 30
leaf_count=122 33 258 63 30 25 31 43 83 48 54 90 39 44 264 102 158 36 707 98 100 124 32 112 96 38 28 25 49 29 30
internal_value=6.55071e-05 -0.000331324 0.00193916 0.00263135 0.00408974 0.00352346 -0.000596231 0.00268293 0.00194444 0.00415037 0.00247005 0.00177011 0.00414286 -0.000359863 -0.000131894 -0.0003544 -0.000710901 -0.000422384 0.000498752 0.00133788 0.0020856 0.000356687 0.000913648 0.00161868 0.00292414 0.00217949 0.00315254 0.00206452 -0.000518519 0.00617721
internal_weight=2991 2476 515 452 301 276 2270 245 215 132 206 173 83 2012 1748 1603 1255 1097 390 292 256 156 348 246 134 145 117 92 151 78
internal_count=2991 2476 515 452 301 276 2270 245 215 132 206 173 83 2012 1748 1603 1255 1097 390 292 256 156 348 246 134 145 117 92 151 78
cat_boundaries=0 26 44 45 47 76 78 81 83 100 130 131 154
cat_threshold=0 2050 4 134217728 3221225472 1 0 0 1 32768 0 4 0 1049088 0 0 0 0 4096 2048 0 0 4194304 0 0 1073790976 16386 128 0 0 0 64 0 268443648 0 0 0 0 144 0 0 0 16 128 2 0 12320 268435456 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 4096 0 0 0 0 256 524288 0 8 0 0 4 0 524416 0 30756 32768 1024 524288 1049920 2 0 0 67108864 4 0 0 0 0 65536 32 0 0 0 0 0 0 1073741824 16 12 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 0 4096 276 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=386
num_leaves=31
num_cat=11
split_feature=7 12 4 8 2 7 2 7 12 2 9 6 4 12 2 2 2 18 1 2 9 2 3 2 2 2 1 2 2 2
split_gain=1.91189 1.20577 1.63077 0.917148 0.909621 0.570221 0.486263 0.519767 0.427445 0.852342 0.761024 0.409497 0.407721 0.515394 0.832894 0.458816 0.376663 0.31729 0.301016 0.269894 0.267401 0.33041 0.265158 0.954763 0.227691 0.338205 0.265871 0.209281 0.205607 0.20347
threshold=0 1 950.00000000000011 2 492.00000000000006 3 37.500000000000007 4 5 3.5000000000000004 6 7 6789.5000000000009 8 4.5000000000000009 53.500000000000007 33.500000000000007 9 5.5000000000000009 11.500000000000002 10 17.500000000000004 2000.5000000000002 147.50000000000003 20.500000000000004 31.500000000000004 4.5000000000000009 12.500000000000002 26.500000000000004 9.5000000000000018
decision_type=9 9 8 9 8 9 10 9 9 10 9 9 10 9 10 10 10 9 10 10 9 10 10 10 10 10 8 8 8 10
left_child=1 29 -3 4 12 -5 7 28 10 17 11 27 13 16 -15 -16 -2 -10 -12 -9 -11 -22 23 -8 26 -26 -13 -7 -4 -1
right_child=3 2 6 5 -6 8 22 19 9 20 18 24 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00217930981784276 -0.0004684714379467188 0.00017567357000539062 3.9450652000932523e-05 -0.00015241781211291859 7.4268444630064457e-05 2.6363326052896604e-05 0.00018142322812303744 3.666351569979752e-05 0.00019270938932087103 -5.4195543037014327e-05 -6.1012102824888061e-05 -0.00045499907093765493 -0.00064744193873190082 0.00022348121735674641 0.00011085786220830681 -4.8984373444026446e-05 2.0114707430420224e-05 4.1334866228112976e-05 5.9616024596973065e-05 -0.00016643300000838041 2.3394843424349299e-05 -0.00025402660031750688 8.5355356905232539e-05 -0.0016891456991860575 0.00038725913745596115 3.0751481682940419e-05 0.00014579539461966081 -0.0024925875332185662 0.0011502153336633968 -1.9919484002187501e-05
leaf_weight=36 68 25 76 225 43 34 80 78 41 732 190 28 26 27 111 42 39 152 33 72 119 105 38 37 33 153 117 77 29 75
leaf_count=36 68 25 76 225 43 34 80 78 41 732 190 28 26 27 111 42 39 152 33 72 119 105 38 37 33 153 117 77 29 75
internal_value=0.000216179 0.00232675 0.00327354 -0.000274315 0.00156948 -0.000602928 0.00272506 0.00164062 -0.000359453 -0.000824139 0.000443786 0.00139514 0.000853502 0.00129167 0.00251309 0.00148052 -0.000915255 0.00158763 -0.0014188 -8.88516e-10 -0.0013208 -6.8086e-05 0.00448718 0.00349152 0.00209357 0.00308021 0.000958903 -0.000688525 0.00362069 -0.00134426
internal_weight=2941 546 435 2395 356 2039 410 255 1814 1149 665 442 313 287 180 153 107 193 223 150 956 224 155 117 331 186 145 111 105 111
internal_count=2941 546 435 2395 356 2039 410 255 1814 1149 665 442 313 287 180 153 107 193 223 150 956 224 155 117 331 186 145 111 105 111
cat_boundaries=0 18 19 42 60 77 78 80 81 83 84 86
cat_threshold=268435456 128 100671488 2048 524320 134217792 0 8192 2048 134217760 40960 192 0 268435456 0 32 1073741824 128 84953120 0 2056 0 134217728 2147483648 1 0 0 0 32768 0 2052 10240 1048576 0 0 0 0 4096 8192 0 0 4194304 131072 0 1074790400 2097156 2 0 33554432 0 33554432 0 32 2097152 0 0 0 0 0 256 268435456 0 0 2048 32 0 0 0 2048 0 40960 0 0 0 0 0 1073741824 85084256 0 10240 134 142368 32 4 0 26756
is_linear=0
shrinkage=0.04


Tree=387
num_leaves=31
num_cat=13
split_feature=7 8 2 7 12 2 2 12 12 9 17 11 2 2 0 6 2 2 3 2 4 2 9 2 7 2 2 0 2 12
split_gain=1.61335 1.04807 1.44523 1.01771 0.887453 0.675541 0.600376 0.528183 0.470245 0.799634 0.658675 0.518366 0.81511 0.498488 1.18375 0.559206 0.449306 0.43172 0.41892 0.412109 0.407801 0.398778 0.339618 0.590616 0.483453 0.412315 0.335969 0.31595 0.293452 0.27466
threshold=0 1 277.00000000000006 2 3 36.500000000000007 44.500000000000007 4 5 6 7 8 47.500000000000007 31.500000000000004 21.500000000000004 9 23.500000000000004 22.500000000000004 2019.5000000000002 9.5000000000000018 14469800500.000002 23.500000000000004 10 10.500000000000002 11 41.500000000000007 9.5000000000000018 38.57500000000001 11.500000000000002 12
decision_type=9 9 10 9 9 10 10 9 9 9 9 9 10 8 10 9 8 10 8 8 8 8 9 10 9 10 8 8 10 9
left_child=4 2 5 -3 6 7 16 -2 9 -5 20 12 21 14 17 -15 -1 -13 -14 -9 -10 -11 23 -12 29 -25 -6 -17 -16 -24
right_child=1 3 -4 8 26 -7 -8 19 10 11 22 13 18 15 28 27 -18 -19 -20 -21 -22 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010235651082865552 1.9862137406617758e-06 -0.00015413534696231485 0.00013527971968444063 -2.5923470006278433e-05 5.6771989875230235e-05 -5.2368508843114953e-05 0.0001259126530908943 1.0699570859689638e-05 -0.00049700596316455887 7.5213591201239805e-05 0.0016537346765037023 0.00074079445322040752 0.00085885843921852363 -0.00020399258887939941 3.3206637942054075e-05 1.5997716573476188e-05 8.0767555085547654e-07 0.00079983318754615353 0.0002530738773337389 0.00019021513429339228 0.000186196453939717 -0.00021949335662581953 -6.1510429874962814e-05 -0.00023441817628832556 -8.2162206376759991e-05 4.3228338975630307e-05 -4.6906522682465932e-06 1.4664600489979026e-05 -0.0001991227240352509 1.6606849511266921e-05
leaf_weight=43 111 213 25 314 26 52 40 45 30 260 52 57 37 157 50 37 27 25 31 87 78 76 118 66 425 45 91 95 58 148
leaf_count=43 111 213 25 314 26 52 40 45 30 260 52 57 37 157 50 37 27 25 31 87 78 76 118 66 425 45 91 95 58 148
internal_value=0.00059041 0.000307805 0.00241692 1.34275e-05 0.0037479 0.00168919 0.00628099 0.00257377 0.00027834 0.000804635 -0.000378213 0.00141834 0.00246747 0.000497958 0.00209424 -0.000537932 0.00450704 0.00568675 0.00649275 0.00413986 0.00242017 0.0017092 -0.000758382 0.000850574 -0.0011453 -0.000750001 0.00103125 0.00134266 -0.000660551 0.000202165
internal_weight=2919 2692 320 2372 227 295 110 243 2159 1197 962 883 404 479 190 289 70 82 68 132 108 336 854 163 691 111 117 132 108 266
internal_count=2919 2692 320 2372 227 295 110 243 2159 1197 962 883 404 479 190 289 70 82 68 132 108 336 854 163 691 111 117 132 108 266
cat_boundaries=0 17 44 56 58 59 60 62 63 64 65 67 84 85
cat_threshold=16384 128 33554432 2048 0 134217794 0 8192 0 16 40960 0 128 0 0 0 1073741824 0 2052 0 134217728 65536 1 0 0 0 32768 0 4 2048 1048576 268435456 0 0 0 0 10240 0 0 0 0 0 49152 64 1 0 536870912 516 2 0 33554432 0 33554432 0 32 256 196610 32 3138 17925186 1 4244 50 16388 10 1 16388 0 0 0 0 0 0 131072 131072 0 0 0 0 0 0 0 0 4096 147744
is_linear=0
shrinkage=0.04


Tree=388
num_leaves=31
num_cat=11
split_feature=7 2 8 12 2 12 0 2 7 2 7 2 0 0 12 2 12 1 9 13 2 2 2 2 2 12 2 0 3 0
split_gain=1.75357 1.40663 1.06959 1.00877 0.592696 0.641835 0.489645 0.671158 0.427117 0.427702 0.40234 0.395015 0.747983 0.336315 0.328926 0.320723 0.315122 0.423507 0.474976 0.607971 0.534665 0.397358 0.375819 0.327502 0.326379 0.310593 0.3839 0.298978 0.260038 0.255801
threshold=0 105.50000000000001 1 2 59.500000000000007 3 39.07500000000001 510.50000000000006 4 4.5000000000000009 5 155.00000000000003 35.850000000000009 43.175000000000004 6 9.5000000000000018 7 4.5000000000000009 8 9 4.5000000000000009 12.500000000000002 5.5000000000000009 39.500000000000007 3.5000000000000004 10 21.500000000000004 33.175000000000004 1984.5000000000002 16.750000000000004
decision_type=9 10 9 9 10 9 10 10 9 8 9 10 10 10 9 10 9 10 9 9 10 10 10 10 8 9 10 10 10 10
left_child=8 2 4 11 5 27 -5 -8 9 29 15 -3 -13 28 -11 -4 17 -12 -19 22 -21 -22 24 -23 -20 -24 -27 -2 -7 -1
right_child=1 3 10 6 -6 13 7 -9 -10 14 16 12 -14 -15 -16 -17 -18 18 19 20 21 23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00016151298459509379 5.5112302125617632e-05 9.1325295642062383e-05 -0.0004923620438334708 -0.00028625527026562993 9.2997510054365759e-05 0.00025823453782901422 1.431059114765992e-05 6.6042295041247038e-05 -0.00024648737040451033 2.1722990241193067e-05 -2.4070821983323866e-05 0.00013247606881584825 6.0381556900810294e-05 -0.00031669338108678821 -6.4869398341045321e-05 6.8099108542602193e-05 -2.0304616831337805e-05 -5.3101922595455001e-05 -0.00010628434958981909 -0.00021630213547035472 0.0037399368799325016 5.6077608484739488e-05 -0.00017689365349557237 0.00020465508876805612 0.0010533692895389262 0.0002926174674232505 -0.00042558048016314151 -0.0006856765272786955 7.6169387987767847e-07 0.00014613271162322087
leaf_weight=32 41 26 31 75 36 142 59 25 200 102 84 27 51 43 441 81 694 115 42 35 34 79 113 52 35 50 53 76 35 26
leaf_count=32 41 26 31 75 36 142 59 25 200 102 84 27 51 43 441 81 694 115 42 35 34 79 113 52 35 50 53 76 35 26
internal_value=-4.76849e-05 0.00055198 0.000168802 0.00328788 0.00205208 0.00157396 0.000964705 0.00310588 -0.00163054 -0.00105229 -0.000312791 0.00612174 0.00516456 0.00277056 -0.00141912 0.00188618 -0.000503938 0.000102417 0.000472905 0.00100794 0.00265403 0.00373494 -0.000171054 0.00269697 0.00220513 -0.00103226 0.00059649 -0.000843751 0.00366292 0.00216949
internal_weight=2935 2134 1871 263 373 337 159 84 801 601 1498 104 78 220 543 112 1386 692 608 493 200 165 293 131 77 216 103 117 177 58
internal_count=2935 2134 1871 263 373 337 159 84 801 601 1498 104 78 220 543 112 1386 692 608 493 200 165 293 131 77 216 103 117 177 58
cat_boundaries=0 18 48 49 51 69 80 81 82 84 85 86
cat_threshold=268435456 33 1140850688 526848 524288 8192 33554432 537001984 33619968 134217728 0 256 67108880 268435456 67108864 32 1073741952 384 0 2056 0 134217728 2147483648 1 0 2147483648 0 32768 0 0 2048 1048576 268435456 4096 0 0 4096 0 384 0 0 0 0 0 0 0 0 4096 16883714 1188896 32 268435456 0 1140850688 0 0 8192 0 537001984 33619968 0 0 256 0 268435456 0 32 0 128 131074 0 33554432 0 2 64 0 8192 0 0 8192 1050656 68288866 0 24720 10 258
is_linear=0
shrinkage=0.04


Tree=389
num_leaves=31
num_cat=10
split_feature=7 8 2 7 5 12 4 2 8 0 2 1 3 3 6 3 11 2 12 12 2 0 1 1 6 1 2 2 1 2
split_gain=1.79236 1.09989 1.08456 0.858166 0.642198 0.464767 0.780912 0.475545 0.421367 0.352977 0.349001 0.303915 0.281688 0.264585 0.42541 0.468347 0.311465 1.25152 0.615024 0.540783 0.366495 0.556548 0.314891 0.297359 0.306211 0.291844 0.280842 0.271777 0.26411 0.262389
threshold=0 1 220.50000000000003 2 3.5000000000000004 3 7049.5000000000009 89.500000000000014 4 35.600000000000009 669.50000000000011 5.5000000000000009 1998.5000000000002 2003.5000000000002 5 2019.5000000000002 6 72.500000000000014 7 8 31.500000000000004 15.500000000000002 3.5000000000000004 5.5000000000000009 9 4.5000000000000009 122.50000000000001 18.500000000000004 1.5000000000000002 9.5000000000000018
decision_type=9 9 8 9 8 9 8 10 9 10 10 8 10 10 9 10 9 8 9 9 8 10 10 10 9 10 8 10 10 10
left_child=5 2 4 -3 -2 6 -1 -7 -5 -8 13 -6 -11 16 15 -15 17 18 -10 25 21 -21 -22 24 -20 -18 -19 -26 -23 -27
right_child=1 3 -4 8 11 7 9 -9 10 12 -12 -13 -14 14 -16 -17 19 26 23 20 22 28 -24 -25 27 29 -28 -29 -30 -31
leaf_value=0.00015946459216963573 8.9190841426663986e-05 -5.7679796624078384e-05 0.00024162835496256544 -5.4449940619763069e-05 1.940028061653824e-05 2.2356958116576377e-05 -1.658741048024948e-06 -0.00081266358854830312 -0.00062739266162025853 9.693506423053935e-05 2.7197351770068736e-05 -1.5201564481604475e-05 1.2384447653786165e-05 -8.8263519034407988e-05 -0.00012300858569840403 0.00023403018306696584 -5.7854282390247496e-05 9.5574035704789226e-05 4.5547379124369583e-05 0.00023376868200949066 -2.1762682726683915e-06 3.6129057354704352e-05 -0.00015390801137513143 5.019182465238391e-05 -0.00016498070988519596 0.00058833736799772125 0.00066728639872054303 1.6517184761476986e-05 -0.00066414989266055241 3.1658151435918378e-05
leaf_weight=25 31 270 48 124 154 129 60 31 133 175 36 27 50 86 177 25 73 48 112 88 86 38 198 81 185 48 28 91 115 148
leaf_count=25 31 270 48 124 154 129 60 31 133 175 36 27 50 86 177 25 73 48 112 88 86 38 198 81 185 48 28 91 115 148
internal_value=9.58566e-05 -0.000341326 0.00206642 -0.000636075 0.000901408 0.00232848 0.00323987 0.000467835 -0.000331435 0.00272727 -0.000168236 -2.1979e-05 0.00345133 -0.000249859 -0.0013564 0.00062295 -3.25875e-05 0.000592162 -1.3268e-05 -0.000566461 -0.00130597 -0.000181819 -0.00230176 0.000674999 0.00022622 0.000871428 0.0054026 -0.000501743 -0.00163636 0.00170558
internal_weight=2920 2450 260 2190 212 470 310 160 1920 285 1796 181 225 1760 288 111 1472 678 602 794 525 241 284 469 388 269 76 276 153 196
internal_count=2920 2450 260 2190 212 470 310 160 1920 285 1796 181 225 1760 288 111 1472 678 602 794 525 241 284 469 388 269 76 276 153 196
cat_boundaries=0 18 44 62 64 90 91 93 94 95 96
cat_threshold=16386 128 100671488 2176 65570 2 0 8192 0 134217744 0 128 144 0 0 0 1073741840 128 0 2052 0 0 0 0 0 0 0 0 0 131072 2048 512 0 0 0 0 4096 2048 0 0 0 0 0 16384 0 268435472 0 2097152 0 134225920 0 268435456 33619968 0 32768 256 0 0 0 32 0 256 16900098 32 0 0 4 0 2147483648 0 0 2147483648 0 0 0 0 8192 0 0 4096 0 0 0 0 0 0 0 0 0 1073741824 322 32772 1024 155968 67264832 192
is_linear=0
shrinkage=0.04


Tree=390
num_leaves=31
num_cat=15
split_feature=8 12 7 0 8 7 17 1 4 12 1 4 4 11 12 1 0 12 0 4 1 1 6 12 9 0 9 12 0 0
split_gain=1.94799 1.02427 1.00478 0.495205 0.439067 0.461091 0.507423 0.385915 0.383136 0.341716 0.32529 0.299964 0.273598 0.399519 0.723073 0.883026 0.693105 0.312716 0.350689 0.264246 0.238896 0.231721 0.189496 0.304859 0.315817 0.25193 0.162504 0.215051 0.154029 0.147244
threshold=0 1 2 31.500000000000004 3 4 5 1.5000000000000002 1188.0000000000002 6 5.5000000000000009 7049.5000000000009 7650.0000000000009 7 8 5.5000000000000009 30.500000000000004 9 10.500000000000002 14831265000.000002 4.5000000000000009 5.5000000000000009 10 11 12 40.675000000000004 13 14 39.07500000000001 42.710000000000008
decision_type=9 9 9 10 9 9 9 10 8 9 8 8 10 9 9 8 10 9 10 10 10 8 9 9 9 8 9 9 10 10
left_child=1 21 8 -3 9 -6 28 -8 -2 -4 -10 -5 13 17 16 -16 -15 -11 -19 -13 -9 -1 -22 24 -24 26 27 -25 -7 -30
right_child=2 3 4 11 5 6 7 20 10 12 -12 19 -14 14 15 -17 -18 18 -20 -21 22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.00023390183621418249 8.2507599279892937e-05 -0.0031803354460277697 -5.1497031437064328e-05 4.0071079298817299e-05 -0.00017649741192531638 -0.0010655828422458367 0.0002711966619557345 -0.00054350293093377339 4.3838661354307591e-05 -0.00083607326852173274 -6.8837018183696497e-06 2.714422248582373e-05 -0.0015924877856068457 0.00033931150419217902 -3.7837713100351267e-05 0.0002746944174338237 8.6069190502268059e-05 -5.8830525062863913e-05 6.1679376124119457e-05 8.4717835506748838e-05 2.8567364048385831e-05 9.0262238557810873e-05 -0.00027351048529901503 -5.1346044665723546e-05 3.8266681715823917e-05 4.9270430560835067e-05 -0.00011315226320020435 -2.0616654409548887e-06 -3.6432493507620043e-05 -0.0013077883906640489
leaf_weight=79 30 25 109 28 105 55 88 30 156 100 62 217 34 31 117 50 71 48 204 31 123 36 110 106 237 62 122 170 223 63
leaf_count=79 30 25 109 28 105 55 88 30 156 100 62 217 34 31 117 50 71 48 204 31 123 36 110 106 237 62 122 170 223 63
internal_value=0.000257269 0.0027541 -0.000168455 0.00139743 -0.000437198 -0.000834552 -0.000625715 -0.000181304 0.00219305 0.000340644 0.00168036 0.00193502 0.00069069 0.00089389 0.00201428 0.000292134 0.00453097 -2.20395e-05 0.000730037 0.00147791 -0.000416234 0.00587302 -0.000300753 -0.000523228 0.000368714 -0.00118896 -0.00158396 -0.000919862 -0.00194318 -0.00161673
internal_weight=2922 416 2506 301 2258 1494 1389 1048 248 764 218 276 655 621 269 167 102 352 252 248 960 115 930 807 347 460 398 276 341 286
internal_count=2922 416 2506 301 2258 1494 1389 1048 248 764 218 276 655 621 269 167 102 352 252 248 960 115 930 807 347 460 398 276 341 286
cat_boundaries=0 30 32 50 73 91 92 93 95 96 97 98 99 101 103 105
cat_threshold=0 1048582 0 134217728 1073750016 0 0 0 0 32768 0 4 0 1049088 0 0 0 0 0 2048 0 0 0 0 0 49152 64 0 0 4096 157760 32 0 128 8192 2048 0 64 0 8192 2048 0 0 0 128 0 0 0 1073741840 128 0 8 0 0 2147483648 1 0 0 0 0 0 2048 8192 0 0 4096 0 0 4096 8192 0 0 20971520 0 0 603979776 0 0 0 0 0 65536 0 0 0 0 0 0 0 4096 256 14 8448 32 2147483648 1213536 83919904 320 107840 1 16516 0 2180 67110944 32
is_linear=0
shrinkage=0.04


Tree=391
num_leaves=31
num_cat=4
split_feature=0 11 2 4 4 4 4 0 4 0 0 15 3 0 4 17 3 5 2 2 6 3 4 2 0 2 3 0 2 2
split_gain=1.29025 0.572266 0.726249 1.06304 0.702773 0.40542 0.474312 0.359655 0.346804 0.372252 0.30893 0.308377 0.524427 0.321337 0.293508 0.278002 0.292191 0.358892 0.222084 0.233355 0.469756 0.298451 0.201261 0.187637 0.180531 0.221444 0.177844 0.16023 0.124359 0.165569
threshold=58.750000000000007 0 321.00000000000006 52809240000.000008 9530980000.0000019 3990640000.0000005 1642125000.0000002 15.500000000000002 456.00000000000006 45.425000000000004 39.07500000000001 1 2011.5000000000002 14.500000000000002 21074995000.000004 2 1958.5000000000002 2.5000000000000004 90.500000000000014 8.5000000000000018 3 2016.5000000000002 260.00000000000006 37.500000000000007 42.960000000000008 37.500000000000007 1992.5000000000002 30.500000000000004 6.5000000000000009 2.5000000000000004
decision_type=8 9 10 8 10 10 10 10 8 10 10 9 10 10 10 9 10 8 10 8 9 10 10 10 10 8 10 10 10 10
left_child=1 -1 4 -4 5 6 7 11 22 15 -5 12 13 -3 -6 16 17 -10 19 20 -17 28 -9 -13 -21 -26 -12 -20 29 -22
right_child=-2 2 3 10 14 -7 -8 8 9 -11 26 23 -14 -15 -16 18 -18 -19 27 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00013494134367901639 7.6718762743850386e-05 0.00342691706300871 9.9717697009858705e-05 -9.3313026097189547e-05 0.00020875547154685102 -0.00014914232436566977 0.00030556238430832832 4.4191849410543942e-06 -1.014714709734106e-06 -0.00036750500032758015 1.2119196695100088e-05 -5.7801145813876989e-05 -0.00075099110438416126 7.1819985568534565e-05 2.2612254659518048e-05 -6.8052957419626779e-05 -0.00098056871311035855 8.3250244475503932e-05 2.0215973506270887e-06 2.9715392616224903e-06 -0.0004529265781012505 -5.3381297143839369e-05 7.2695569719799204e-05 9.1745988111172643e-06 -0.0021612726489373827 6.3501169140887942e-06 0.00012064663902773165 -3.1067307175496864e-05 -0.00027235555240408 9.5506562732364697e-05
leaf_weight=109 28 32 37 39 28 42 25 65 51 130 27 79 25 277 35 136 25 61 39 1183 39 25 26 55 40 49 26 83 32 97
leaf_count=109 28 32 37 39 28 42 25 65 51 130 27 79 25 277 35 136 25 61 39 1183 39 25 26 55 40 49 26 83 32 97
internal_value=0.000156143 7.26515e-05 0.0001873 0.00310769 4.62677e-05 -5.50258e-05 9.31944e-06 -4.54911e-05 -0.000270894 -0.000381719 0.000774193 0.000955223 0.00157681 0.00207742 0.0041875 -0.000236433 0.00143243 0.00240708 -0.00037601 -0.000252186 -0.0012 0.000137254 0.00213043 -0.00066207 -6.28532e-06 -0.00173333 0.00274074 -0.00201626 0.000757396 0.00128467
internal_weight=2945 2917 2808 129 2679 2616 2574 2549 2081 1990 92 468 334 309 63 1860 137 112 1723 1601 329 193 91 134 1272 89 53 122 168 136
internal_count=2945 2917 2808 129 2679 2616 2574 2549 2081 1990 92 468 334 309 63 1860 137 112 1723 1601 329 193 91 134 1272 89 53 122 168 136
cat_boundaries=0 3 4 5 6
cat_threshold=2147483649 131616 4097 2215116800 17 392
is_linear=0
shrinkage=0.04


Tree=392
num_leaves=31
num_cat=13
split_feature=7 7 4 8 12 2 15 2 6 3 13 12 2 4 0 6 2 3 12 2 2 12 6 2 0 12 0 3 2 0
split_gain=1.96054 1.15844 0.670361 0.586503 0.506642 0.886155 0.57839 0.669994 0.602801 0.493479 0.401986 0.383566 0.610626 0.381023 0.608751 0.354417 0.808328 0.374784 0.344378 0.623725 0.319814 0.374686 0.432857 0.307077 0.270271 0.236893 0.319572 0.22676 0.419725 0.220696
threshold=0 1 5595120000.000001 2 3 99.000000000000014 4 34.500000000000007 5 2007.5000000000002 6 7 25.500000000000004 16829230000.000002 18.500000000000004 8 13.500000000000002 2018.5000000000002 9 49.500000000000007 23.500000000000004 10 11 5.5000000000000009 38.20000000000001 12 15.500000000000002 2018.5000000000002 42.500000000000007 32.500000000000007
decision_type=9 9 10 9 9 10 9 10 9 10 9 9 10 8 10 9 8 8 9 10 10 9 9 10 10 9 10 8 8 10
left_child=2 -2 11 18 5 9 8 20 27 -5 -9 12 -1 -12 -15 16 23 -18 19 -3 21 -8 24 -13 -23 -10 -27 -6 -29 -19
right_child=1 3 -4 4 6 -7 7 10 25 -11 13 15 -14 14 -16 -17 17 29 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00012915920885477549 -9.4109634493907762e-05 -0.00036913324212584585 0.00032136780536370083 9.0674137546081217e-06 9.2969043915719758e-05 0.00010815996951966753 8.5133451183470548e-05 2.909890981968033e-06 -0.00075641234410218406 0.00040524209505091066 6.9313519453019761e-05 1.5368749408231633e-05 0.00034019844139906281 0.0011824532847304055 6.0044389178004479e-07 -1.5720021672245953e-05 -0.00061463860746746048 0.00020900107081726554 -6.4255200987833351e-05 8.4093414758752485e-05 -0.00018794490073211238 -7.1665207345889535e-05 -9.1566277664555001e-05 0.00011510139722172915 0.00011846949161015866 7.0425983705088921e-05 -6.066951678575448e-05 0.00018850482483067309 -0.00039233535337418343 6.0141928569469891e-06
leaf_weight=61 216 69 28 299 46 33 153 100 229 38 42 37 50 42 59 113 35 44 304 42 62 25 134 30 88 88 283 106 27 71
leaf_count=61 216 69 28 299 46 33 153 100 229 38 42 37 50 42 59 113 35 44 304 42 62 25 134 30 88 88 283 106 27 71
internal_value=0.000251776 -0.000200321 0.00259167 7.19289e-05 0.000377479 0.00167979 4.28084e-05 0.000865921 -0.000703798 0.00110059 0.00257377 0.00225339 0.00422951 0.00381818 0.00270588 0.00140762 0.00233333 0.000794701 -0.00126761 0.00062295 -1.72796e-05 0.000399002 -0.000573644 0.00605882 0.00119355 -0.00130933 -0.000638744 0.00128421 0.000507462 0.00189655
internal_weight=2954 2485 469 2269 1854 370 1484 705 779 337 243 441 111 143 101 330 217 150 415 111 462 400 247 67 113 600 371 179 133 115
internal_count=2954 2485 469 2269 1854 370 1484 705 779 337 243 441 111 143 101 330 217 150 415 111 462 400 247 67 113 600 371 179 133 115
cat_boundaries=0 17 35 64 66 67 68 69 70 71 72 73 74 76
cat_threshold=268435458 16 67108864 8192 0 134217730 0 536879104 2048 402661392 40960 128 0 0 0 0 1073741840 0 32 1073741824 524288 32 8192 33554432 268435456 0 32 0 256 67108864 0 0 0 128 256 1073741840 0 4 0 0 0 0 2147483648 1 0 0 0 8192 0 0 4096 0 0 33554432 8192 384 0 4194304 0 0 0 4 0 524288 1081376 2 76546048 66 2 16892160 344 16804864 16793602 198 213248 32
is_linear=0
shrinkage=0.04


Tree=393
num_leaves=31
num_cat=8
split_feature=7 8 2 7 0 12 2 2 2 8 1 2 2 0 2 2 3 12 4 1 2 0 3 9 12 5 2 4 2 2
split_gain=1.36235 0.814733 0.904049 0.721632 0.598038 0.575173 0.622052 0.426526 1.253 0.422078 0.465742 0.545435 0.856796 0.509588 0.537126 1.24253 0.417363 0.356567 0.327218 0.534029 0.351447 0.351551 0.330678 0.312328 0.471642 0.352378 0.302374 0.317943 0.29967 0.344145
threshold=0 1 414.00000000000006 2 46.250000000000007 3 403.00000000000006 86.500000000000014 73.500000000000014 4 4.5000000000000009 84.500000000000014 155.00000000000003 40.250000000000007 56.500000000000007 46.500000000000007 2017.5000000000002 5 520.00000000000011 5.5000000000000009 5.5000000000000009 37.250000000000007 2005.5000000000002 6 7 1.5000000000000002 9.5000000000000018 10347970000.000002 10.500000000000002 19.500000000000004
decision_type=9 9 8 9 10 9 10 10 10 9 10 10 10 8 10 10 8 9 8 10 10 10 10 9 9 8 8 8 10 10
left_child=18 2 4 17 16 9 7 8 23 -5 -11 13 -13 14 15 -12 -2 -3 -1 20 21 -20 -22 24 -7 -25 -27 -28 -29 -30
right_child=1 3 -4 5 -6 6 -8 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 25 -26 26 27 28 29 -31
leaf_value=6.4502021711726899e-05 -9.6725020561082791e-05 -2.919980234370998e-06 0.00018853166326446443 -0.00013232383021180412 8.7437750041075916e-05 1.7178752642300101e-05 5.4829838408116282e-05 -9.397786835722636e-05 8.4011425269880582e-05 -4.7791990688372914e-05 4.4030987005630421e-05 0.00068873106277197256 -0.0041010162744796698 -0.00022331670416973805 -0.0010908162293730875 0.00053354835410094183 3.7086813606028866e-05 -0.00022171012149295514 0.0009595181473212867 -2.0756008210584125e-05 0.0001004947142974275 -7.0934212357935702e-05 -8.334996498419153e-06 -0.00085719407749513252 -0.00013688148633895491 -0.00027754688157649354 0.0015627591456093546 0.00012525848157935614 -0.00077786720544849037 1.2520419269749453e-05
leaf_weight=25 43 114 28 107 25 127 25 89 32 119 453 37 25 68 62 28 220 225 34 41 158 64 30 46 431 87 35 28 42 72
leaf_count=25 43 114 28 107 25 127 25 89 32 119 453 37 25 68 62 28 220 225 34 41 158 64 30 46 431 87 35 28 42 72
internal_value=0.000219102 -0.000105468 0.00176147 -0.000374725 0.00113495 -6.8608e-05 -0.00071805 -0.000884849 -0.000621533 0.000663735 0.0009863 0.00140653 0.00495238 0.00103921 0.00144853 0.00190041 0.000560605 -0.00204572 0.0025124 0.00223171 0.0028432 0.000888888 0.00385185 -0.000911393 -0.00146222 0.00012461 0.000694339 0.00164045 0.000783216 -0.000139131
internal_weight=2920 2568 316 2252 288 1913 1014 989 900 899 792 673 62 611 543 481 263 339 352 327 286 98 188 868 558 310 264 177 142 114
internal_count=2920 2568 316 2252 288 1913 1014 989 900 899 792 673 62 611 543 481 263 339 352 327 286 98 188 868 558 310 264 177 142 114
cat_boundaries=0 18 44 62 64 87 88 90 91
cat_threshold=268435456 0 33554432 10240 2 134217792 0 8192 2048 8192 0 128 128 268435456 0 0 16 128 0 2048 0 134217728 0 1 262144 0 0 32768 0 4 2048 0 0 0 0 0 33554432 0 0 0 0 0 0 49152 3 268435584 1610620928 516 0 0 0 268435456 0 0 8192 256 0 0 0 0 4096 256 68355168 32 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 4096 0 256 0 4194304 124928 0 18432 16793600
is_linear=0
shrinkage=0.04


Tree=394
num_leaves=31
num_cat=9
split_feature=7 8 11 2 2 15 3 13 2 2 2 9 0 0 6 6 2 2 2 0 2 0 2 0 2 2 9 2 0 2
split_gain=1.39675 0.859126 0.78788 0.747266 0.52689 0.515431 0.598128 0.589439 0.72579 0.535209 1.09578 0.525947 0.502069 0.648844 0.503602 0.471192 0.484311 0.441924 0.361992 0.713444 0.371936 0.333716 0.284969 0.276873 0.307854 0.269909 0.265512 0.528539 0.479811 0.35751
threshold=0 1 2 416.00000000000006 3.5000000000000004 3 2009.5000000000002 4 33.500000000000007 68.500000000000014 55.500000000000007 5 39.07500000000001 30.500000000000004 6 7 63.500000000000007 403.00000000000006 11.500000000000002 35.600000000000009 71.500000000000014 47.750000000000007 84.500000000000014 44.07500000000001 9.5000000000000018 101.50000000000001 8 8.5000000000000018 39.07500000000001 83.500000000000014
decision_type=9 9 9 10 10 9 8 9 10 10 10 9 10 8 9 9 10 10 10 10 10 10 10 10 10 10 9 8 10 8
left_child=2 21 22 5 -4 6 -3 11 12 10 -10 -8 13 -9 -14 18 23 -18 -6 -20 -21 -2 -1 24 -17 -11 27 -7 -29 -30
right_child=1 3 4 -5 15 26 7 8 9 25 -12 -13 14 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0015553131204288796 -0.00018815878504757473 -4.5706275935799674e-05 0.00014212178762308621 0.00010782759731587387 1.9038925068953493e-05 -0.00027452831584679041 -5.9391002217552952e-05 8.9149204504764912e-05 9.857873999620177e-05 -0.00014453424794683476 0.00049493529453476393 5.5893221794171044e-05 -0.00069929167361834567 0.00013790692446715824 0.0001301502560035567 0.0013136143699573897 0.00014781847662407864 -1.3398172126426123e-05 0.00014470749131681863 0.00022934165953993605 4.203563256122466e-05 4.3941359512613959e-05 1.7041226443939434e-05 4.0483879273234753e-05 -0.00042550606013109707 9.3953821011338802e-05 -2.4709249208508251e-05 -4.5872688050465626e-05 2.2441569076549905e-05 0.00023897102918795217
leaf_weight=72 233 168 46 42 38 64 361 70 70 31 25 154 139 33 153 25 42 30 37 30 34 27 32 28 69 30 637 54 109 35
leaf_count=72 233 168 46 42 38 64 361 70 70 31 25 154 139 33 153 25 42 30 37 30 34 27 32 28 69 30 637 54 109 35
internal_value=0.000304213 -8.99437e-05 0.00224291 0.000173833 0.00308718 6.93524e-05 0.000597589 0.000952201 0.00184342 0.00417834 0.00604167 -3.80237e-05 0.000959595 0.00334615 0.000109214 0.0025988 0.00109268 0.00372603 0.00429333 0.00584314 0.00836923 -0.00221402 -0.000834783 -0.000390245 -0.00143158 0.00122581 -0.000654946 0.000410255 0.00144724 0.00264827
internal_weight=2918 2435 483 2175 379 2133 1234 1066 551 156 95 515 395 103 292 333 194 72 139 101 64 260 104 122 94 61 899 262 198 144
internal_count=2918 2435 483 2175 379 2133 1234 1066 551 156 95 515 395 103 292 333 194 72 139 101 64 260 104 122 94 61 899 262 198 144
cat_boundaries=0 17 43 45 47 48 50 51 52 54
cat_threshold=268435458 144 637534208 0 524320 0 4194304 8192 33556480 16 32768 0 0 268435456 0 0 1073741840 268435456 0 0 0 65536 0 262144 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 2147483648 0 4194304 8 0 16384 32800 1536 201850880 1 2 1 2064 140 272 131200 20512
is_linear=0
shrinkage=0.04


Tree=395
num_leaves=31
num_cat=3
split_feature=2 2 4 2 12 0 4 1 4 0 2 4 2 6 0 12 5 0 2 2 2 0 3 0 3 2 2 3 2 5
split_gain=0.975394 0.953604 0.737478 0.90061 0.543294 0.536648 0.512423 0.639539 0.733742 0.509226 0.487404 0.485816 0.437128 0.389234 0.545336 0.530817 0.498577 0.377261 0.359467 0.335399 0.302071 0.421051 0.265408 0.3782 0.256023 0.234806 0.341075 0.204476 0.192718 0.186106
threshold=416.00000000000006 698.00000000000011 8048725000.000001 47.500000000000007 0 35.600000000000009 1074820000.0000002 1.5000000000000002 575.00000000000011 43.675000000000004 1.5000000000000002 3890.0000000000005 2.5000000000000004 1 35.250000000000007 2 1.5000000000000002 10.500000000000002 111.00000000000001 19.500000000000004 78.500000000000014 18.500000000000004 2000.5000000000002 24.500000000000004 2016.5000000000002 19.500000000000004 9.5000000000000018 2019.5000000000002 29.500000000000004 1.5000000000000002
decision_type=10 10 10 8 9 10 10 10 10 8 8 10 10 9 10 9 10 10 8 10 10 10 10 10 10 10 10 10 10 8
left_child=2 -2 4 -4 6 -3 7 12 10 13 -9 -11 -1 14 -6 22 19 -12 20 -16 24 -22 23 -15 29 26 -25 -26 -18 -19
right_child=1 5 3 -5 9 -7 -8 8 -10 11 17 -13 -14 15 16 -17 28 18 -20 -21 21 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=5.3390240867932068e-05 0.00010228308451040174 -0.0013468652282690047 0.00010349993537974818 2.8758339505316477e-05 -4.2509221258534093e-05 4.7435938987826765e-05 -0.00013840881110674275 0.00019234734054017266 8.8277236955947141e-05 5.7110204654535574e-05 -4.8949524000011169e-05 -0.0017337623787242835 0.0028217947203758591 -2.1422693392637113e-05 2.5012720456827101e-05 -0.00010018710452713115 0.00041796814699336286 4.4611573144636362e-05 -1.6351420330616657e-05 -1.1302540576472696e-05 -4.2953778454705658e-05 0.00010500615964203272 -0.00036555446326714771 3.5137745492112174e-05 -0.00057329275170537263 0.00029247858259362714 -0.0004153077747773315 -0.00031980820354945186 4.8767125655735263e-05 1.1399235709624743e-05
leaf_weight=64 43 39 28 48 86 53 33 46 67 122 60 39 33 133 256 393 32 63 113 172 25 45 37 44 33 40 27 36 25 734
leaf_count=64 43 39 28 48 86 53 33 46 67 122 60 39 33 133 256 393 32 63 113 172 25 45 37 44 33 40 27 36 25 734
internal_value=0.000661279 0.00397059 0.000502292 0.00436364 0.000394345 0.00163441 0.000962582 0.00109394 0.000843826 -0.000158081 0.000605535 0.00195062 0.00420408 -0.000433388 0.000336769 -0.00107445 0.000864197 0.000436035 0.000613332 0.000391607 0.000870864 0.00338028 0.000260273 0.000751019 0.000664359 0.00246428 0.00105555 -0.00165714 0.00434483 0.000867167
internal_weight=2969 135 2834 76 2758 92 1352 1319 1222 1406 1155 161 97 1245 571 674 485 1109 1049 428 936 70 281 244 866 111 71 69 57 797
internal_count=2969 135 2834 76 2758 92 1352 1319 1222 1406 1155 161 97 1245 571 674 485 1109 1049 428 936 70 281 244 866 111 71 69 57 797
cat_boundaries=0 2 3 4
cat_threshold=117824 32 450 84942848
is_linear=0
shrinkage=0.04


Tree=396
num_leaves=31
num_cat=8
split_feature=8 15 12 2 12 2 4 17 0 1 0 2 9 2 0 0 8 4 5 2 6 0 0 0 0 2 2 0 2 2
split_gain=2.37974 0.78556 0.887358 0.733904 0.572898 0.72683 0.513492 0.463927 0.408358 0.481761 0.409683 0.387111 0.336305 0.324785 0.460073 0.447762 1.04833 0.666715 0.775843 0.826417 0.397708 0.294857 0.279189 0.32842 0.2715 0.263736 0.40027 0.256968 0.23663 0.224415
threshold=0 1 2 535.00000000000011 3 10.500000000000002 13818465000.000002 4 38.20000000000001 5.5000000000000009 40.675000000000004 2.5000000000000004 5 8.5000000000000018 40.250000000000007 18.500000000000004 6 2867949500.0000005 3.5000000000000004 442.50000000000006 7 35.250000000000007 15.500000000000002 14.500000000000002 25.500000000000004 56.500000000000007 23.500000000000004 15.500000000000002 70.500000000000014 84.500000000000014
decision_type=9 9 9 10 9 8 10 9 10 8 10 10 9 8 10 8 9 8 8 8 9 10 10 10 10 8 10 10 8 10
left_child=4 11 3 12 5 -1 7 -4 -6 10 -10 -2 22 14 20 27 24 18 -18 -20 -9 -19 23 -3 -17 26 -7 -15 -25 -24
right_child=1 2 6 -5 8 25 -8 13 9 -11 -12 -13 -14 15 -16 16 17 21 19 -21 -22 -23 29 28 -26 -27 -28 -29 -30 -31
leaf_value=-2.7611050252799402e-06 0.00013472200969897547 -0.00095515944666525027 -0.0008797135947965555 5.5563039471954957e-05 -0.0013357419651555116 8.1381803867974504e-05 0.00010135639374401935 -2.8435046743534772e-06 5.0854482334292804e-05 9.3183533630068538e-05 -0.00028303929067325707 7.6430232171566665e-05 -2.9065477399916034e-06 -4.2726552090706116e-05 6.3991487742401959e-05 3.4722018993913976e-05 -0.00018326416526926834 -0.00047118222445768757 0.00011176924553755706 -0.00087042085789271228 -0.00023692463189666283 2.60553610776652e-06 -0.00025379825259861158 8.0537744614818906e-05 0.00016594458034129543 0.00011116330793621463 0.0011765876386462702 -0.00032564753786880308 -0.00013789487804622525 -4.3948723770815179e-05
leaf_weight=34 45 60 113 26 48 28 36 115 106 32 29 93 267 201 40 33 26 77 42 28 125 481 412 99 68 40 25 57 32 70
leaf_count=34 45 60 113 26 48 28 36 115 106 32 29 93 267 201 40 33 26 77 42 28 125 481 412 99 68 40 25 57 32 70
internal_value=7.19963e-05 -0.00035354 -0.000525838 -0.00145752 0.00315014 0.00530435 0.00010461 -1.70585e-05 0.00168142 0.00269048 0.00161765 0.0024698 -0.00165781 0.000205521 -0.000996442 0.000540433 0.00103175 0.000396992 0.00346392 0.0056338 -0.00165975 -0.000128802 -0.00212281 -0.000854168 0.00460714 0.00753191 0.00940741 -0.000895754 0.000272726 -0.00266667
internal_weight=2888 2546 2408 966 342 127 1442 1406 215 167 135 138 940 1293 280 1013 755 654 96 70 240 558 673 191 101 93 53 258 131 482
internal_count=2888 2546 2408 966 342 127 1442 1406 215 167 135 138 940 1293 280 1013 755 654 96 70 240 558 673 191 101 93 53 258 131 482
cat_boundaries=0 30 32 34 36 37 39 68 69
cat_threshold=0 2054 0 134217728 73728 0 0 0 0 32768 0 131076 0 1048576 0 0 0 0 0 2048 0 0 0 0 0 49152 64 0 0 4096 142606336 262144 67349504 2 206912 32 2 1 26752 0 0 0 0 0 1 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 20971520 0 0 0 0 0 524288 200
is_linear=0
shrinkage=0.04


Tree=397
num_leaves=31
num_cat=11
split_feature=7 9 8 4 12 2 0 0 12 2 9 12 12 14 4 2 2 2 2 2 2 2 2 12 2 6 2 0 2 3
split_gain=1.57668 0.771405 0.672327 0.78363 0.629705 0.793536 0.705924 0.461583 0.576547 0.660007 0.540629 0.737929 0.621574 0.438814 0.43076 0.673139 1.02779 0.651928 0.406456 0.342739 0.30857 0.283666 0.27272 0.272182 0.592328 0.33168 0.388021 0.471281 0.263005 0.234994
threshold=0 1 2 283.00000000000006 3 29.500000000000004 29.500000000000004 35.850000000000009 4 151.50000000000003 5 6 7 8 49000.000000000007 24.500000000000004 59.500000000000007 4.5000000000000009 51.500000000000007 78.500000000000014 9.5000000000000018 41.500000000000007 4.5000000000000009 9 1550.0000000000002 10 10.500000000000002 40.250000000000007 41.500000000000007 2012.5000000000002
decision_type=9 9 9 8 9 8 10 10 9 8 9 9 9 9 10 10 10 8 10 10 10 10 10 9 8 9 8 10 10 10
left_child=1 4 -2 -4 13 -6 18 8 9 -5 12 -12 20 29 15 17 -17 -14 -7 21 -9 -8 -10 24 -13 26 -25 28 -28 -1
right_child=2 -3 3 7 5 6 19 10 22 -11 11 23 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-6.2225194728359322e-06 -5.094261783618487e-05 -6.0687788778364412e-05 0.00010525319664027781 7.5625930208683622e-05 -4.0780212454661495e-05 5.1513864958061114e-05 0.00012535164193791808 -0.0011017726718491273 3.9638413695615127e-05 -0.00039399030693000549 -4.8947685113725969e-05 3.5883704232956145e-05 4.6044020281299142e-06 -0.0016404271883434162 0.00018924202691648982 -5.0303665531023198e-05 0.00015499895955630035 0.0002331173308804343 -2.1736845479976334e-05 0.0014644094407306699 4.7712063575854508e-05 -3.4036613926059346e-06 -8.011007555523487e-05 5.0481253247410787e-05 0.00064713465119991826 -2.138077792231449e-06 1.1866829305210386e-05 -0.00051662205773717615 0.00010083951713096874 -0.00070649704735796374
leaf_weight=323 139 210 49 74 196 88 36 42 66 38 100 149 64 122 30 97 102 256 83 27 67 27 140 42 25 190 46 55 27 27
leaf_count=323 139 210 49 74 196 88 36 42 66 38 100 149 64 122 30 97 102 256 83 27 67 27 140 42 25 190 46 55 27 27
internal_value=0.000575901 -0.000587827 0.00130901 0.00153533 -8.0852e-05 0.000965811 0.00242748 0.00139044 2.50774e-05 0.00221138 0.00172622 0.00084341 0.00252317 -0.00109317 0.00307857 0.00285385 0.00102 0.00398754 0.000906976 0.00527472 -0.000300001 0.0035625 -0.00121659 0.00143853 0.00272432 0.000754716 0.00198895 0.000992247 0.00308108 -0.000332411
internal_weight=2937 1139 1798 1659 929 457 261 1610 318 112 1292 634 658 472 549 519 199 320 171 90 109 63 206 534 174 360 170 128 73 350
internal_count=2937 1139 1798 1659 929 457 261 1610 318 112 1292 634 658 472 549 519 199 320 171 90 109 63 206 534 174 360 170 128 73 350
cat_boundaries=0 18 20 47 48 50 52 53 55 56 58 59
cat_threshold=131072 268435456 538181632 2621956 32 134225920 33685504 268566528 65536 134217728 32 2097472 144 268435456 67108864 0 4096 768 0 26656 0 4 4 0 0 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 33554432 0 0 0 0 8 0 0 4 17007906 1050912 32 1073742080 6144 1117184 67242240 32 8193 49184 32 386
is_linear=0
shrinkage=0.04


Tree=398
num_leaves=31
num_cat=11
split_feature=7 2 4 17 7 12 9 12 3 4 2 9 11 2 12 2 4 6 0 12 4 4 1 0 2 3 2 2 2 2
split_gain=1.52409 0.86679 0.96426 0.74232 0.813489 0.587494 1.01005 0.535414 0.986456 0.849606 0.543254 0.456552 0.453243 1.09285 0.388808 0.938178 0.338009 0.431083 0.379912 0.306529 0.579136 0.549914 0.412968 0.37868 0.289529 0.549834 0.303397 0.277511 0.269697 0.246603
threshold=0 349.50000000000006 260.00000000000006 1 2 3 4 5 2010.5000000000002 1188.0000000000002 510.50000000000006 6 7 12.500000000000002 8 11.500000000000002 133.00000000000003 9 40.250000000000007 10 345.00000000000006 52809240000.000008 4.5000000000000009 39.07500000000001 13.500000000000002 2012.5000000000002 10.500000000000002 53.500000000000007 15.500000000000002 111.00000000000001
decision_type=9 10 10 9 9 9 9 9 10 10 8 9 9 10 9 8 10 9 10 9 10 8 10 10 10 8 8 10 10 8
left_child=1 2 12 19 -5 11 14 29 9 10 -9 24 13 -1 15 -7 17 -13 -19 20 22 -21 -2 -23 26 -26 -6 -15 -4 -8
right_child=3 -3 28 4 5 6 7 8 -10 -11 -12 16 -14 27 -16 -17 -18 18 -20 21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.5989182871628122e-05 7.9790104940109831e-05 0.00010125539304398801 0.00025907929004542659 -4.4493130086237337e-05 1.4017646847991025e-05 0.00032851791349469472 1.6892530841801089e-05 5.0078946892886254e-05 0.00054467719936795143 0.00018125256834934832 0.00011416966636356277 8.7695112470609642e-05 -1.0064115893862117e-06 9.5612080928754494e-05 -0.00033361666780627335 -0.00010902729446717982 -0.0006837417264121047 -2.859895834814486e-05 0.00022519106390578983 0.0001699714045207084 -0.00060421972228522677 -0.0010158887926978743 -0.00010964209893496407 9.8316468611896695e-05 -3.4934254653135934e-05 0.00017063903039004288 -0.0017047300153751471 0.00012417950568454351 5.3611864181127481e-05 -0.0012969631069949259
leaf_weight=50 27 55 25 212 84 37 340 340 33 28 35 176 162 55 143 69 102 403 28 47 35 26 57 103 37 90 30 25 29 35
leaf_count=50 27 55 25 212 84 37 340 340 33 28 35 176 162 55 143 69 102 403 28 47 35 26 57 103 37 90 30 25 29 35
internal_value=0.000550873 0.00280582 0.00212104 0.000178797 -7.52361e-05 0.000178129 0.000821661 0.00150365 0.0024519 0.00195049 0.00143617 -0.000541104 0.00120136 0.00283688 -0.00136923 0.000478632 -0.00105 -0.000703948 -0.00136652 0.00202614 0.000338461 0.00308021 0.0021647 0.00187692 0.000936507 0.00228125 -0.000486957 0.00592592 0.00698182 0.000362693
internal_weight=2918 401 346 2517 2222 2010 1060 811 436 403 375 950 292 130 249 106 709 607 431 295 119 176 84 129 241 127 114 80 54 375
internal_count=2918 401 346 2517 2222 2010 1060 811 436 403 375 950 292 130 249 106 709 607 431 295 119 176 84 129 241 127 114 80 54 375
cat_boundaries=0 18 19 31 33 35 36 38 39 40 41 43
cat_threshold=2 128 100663296 2048 589824 0 0 8192 0 48 40960 0 128 0 0 0 1073741968 128 49 1 0 1611661312 2621952 32 134225920 0 0 33554432 134217728 0 384 67118338 34 1 16532 84000 0 16532 4 84000 322 1146912 32
is_linear=0
shrinkage=0.04


Tree=399
num_leaves=31
num_cat=10
split_feature=8 2 8 12 2 2 3 9 2 12 2 4 1 2 2 2 9 11 2 8 2 2 2 2 15 2 2 2 3 6
split_gain=1.93172 0.689462 0.491492 0.446224 0.456972 0.734918 0.415501 0.3895 0.431116 0.371397 0.362168 0.52306 0.35064 0.349428 0.310304 0.365415 0.260341 0.481716 0.45512 0.289241 0.326421 0.252648 0.342747 0.244407 0.240191 0.414203 0.321041 0.237016 0.567736 0.360764
threshold=0 1338.0000000000002 1 2 144.50000000000003 85.500000000000014 2013.5000000000002 3 64.500000000000014 4 6.5000000000000009 1642125000.0000002 4.5000000000000009 18.500000000000004 61.500000000000007 3.5000000000000004 5 6 11.500000000000002 7 19.500000000000004 30.500000000000004 14.500000000000002 49.500000000000007 8 38.500000000000007 54.500000000000007 47.500000000000007 2013.5000000000002 9
decision_type=9 10 9 9 10 8 10 9 10 9 8 8 10 8 10 10 9 9 8 9 8 10 8 10 9 8 10 10 10 9
left_child=6 2 9 4 5 14 7 12 10 13 -9 -12 -1 -2 15 -4 19 18 -18 20 -5 22 -13 -22 25 -21 -27 28 29 -17
right_child=1 -3 3 16 -6 -7 -8 8 -10 -11 11 21 -14 -15 -16 27 17 -19 -20 24 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.021402987267679e-05 -0.00011575597059381829 0.00012334554945137184 5.9982538596625601e-05 -0.0012627042654636343 0.00013151229102796613 -0.00017420989809084422 -9.206499205975141e-05 0.0002652078635620688 0.00011533652566470223 -7.7759952910649868e-05 -6.5830487421131355e-05 5.5818329876296428e-07 -3.5666808889551302e-05 5.3159011251729004e-05 5.1890047823034066e-05 8.1972787542381766e-05 0.0013911919302822427 -3.9140761993624619e-05 5.0933345176814581e-06 -6.1221972006803864e-05 0.00065082098198560392 -0.00036563706324282497 0.00025881900697601642 -1.3272978510192476e-05 -3.9156583292814144e-05 0.00025587500517839214 1.1585712511287157e-05 -7.3090874980000917e-06 -6.5528175533698999e-05 9.9322596841116191e-06
leaf_weight=31 45 45 104 28 59 125 31 26 42 240 25 36 90 62 50 168 51 107 80 66 48 27 73 32 647 27 29 61 69 381
leaf_count=31 45 45 104 28 59 125 31 26 42 240 25 36 90 62 50 168 51 107 80 66 48 27 73 32 647 27 29 61 69 381
internal_value=0.000337232 -6.9429e-05 -0.000159678 7.09277e-05 0.000673151 0.000467152 0.00294898 0.0034188 0.00435 -0.00153073 0.00368085 0.00293827 0.00118182 0.000440677 0.000896882 0.000698979 -0.000479575 0.000674698 0.00222535 -0.000797298 0.00107563 0.00391241 0.00476364 0.00246913 -0.0010718 0.000541353 0.00308772 0.000358823 0.000594506 0.00102545
internal_weight=2905 2524 2479 2132 1017 958 381 350 229 347 187 161 121 107 833 783 1115 238 131 877 108 136 109 80 769 122 56 679 618 549
internal_count=2905 2524 2479 2132 1017 958 381 350 229 347 187 161 121 107 833 783 1115 238 131 877 108 136 109 80 769 122 56 679 618 549
cat_boundaries=0 30 60 61 63 64 66 68 89 90 91
cat_threshold=0 2056 0 134217728 1073750016 1 0 0 0 0 0 131072 0 1049088 268435456 0 0 0 0 0 0 0 0 0 0 49152 64 0 0 4096 1342177280 2 4 0 2147483648 0 0 0 0 32768 0 0 8256 0 0 0 0 0 33554432 8192 128 0 4194304 8 0 0 4 0 524288 8192 17878018 0 28688 106560 1 14340 32772 1024 0 4 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 0 0 256 2281701376 146
is_linear=0
shrinkage=0.04


Tree=400
num_leaves=31
num_cat=8
split_feature=7 8 4 12 0 2 4 17 4 2 12 2 2 0 7 4 2 0 2 2 0 2 12 0 2 0 2 2 12 2
split_gain=1.81565 1.56771 0.66569 0.643608 0.619333 0.598038 0.605603 0.475047 0.550392 0.472115 0.334513 0.604885 0.48826 0.409597 0.332926 0.315742 0.367388 0.386123 0.302135 0.293557 0.287979 0.254818 0.306064 0.449391 0.253097 0.238896 0.226579 0.211687 0.205428 0.259224
threshold=0 1 12093950000.000002 2 50.425000000000004 69.500000000000014 260.00000000000006 3 575.00000000000011 698.00000000000011 4 69.500000000000014 18.500000000000004 40.250000000000007 5 64507855000.000008 11.500000000000002 40.250000000000007 30.500000000000004 12.500000000000002 39.07500000000001 122.50000000000001 6 29.500000000000004 57.500000000000007 44.07500000000001 482.50000000000006 16.500000000000004 7 10.500000000000002
decision_type=9 9 8 9 8 10 10 9 10 8 9 10 10 10 9 8 8 10 8 10 10 10 9 10 10 10 8 10 9 10
left_child=3 2 25 18 7 6 -5 28 10 -10 11 24 -12 14 -14 -4 -17 27 19 -1 -7 22 23 -16 -9 -2 -19 -18 29 -3
right_child=1 4 15 5 -6 20 -8 8 9 -11 12 -13 13 -15 21 16 17 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000618525057900089 5.0243480887407086e-06 -0.00012193674005814465 0.00012041628213804621 1.9932841255050662e-05 4.5963930497785851e-05 9.1390420849990373e-05 0.00013186830659705047 1.0228606895108383e-05 0.00013505119822685303 -0.0020166282574747224 -0.00012598750281630859 -8.1337940502278309e-05 1.5410822381270883e-05 9.6054576242939513e-05 -2.7520994891219176e-05 0.00022681946194272464 0.00022765335661102524 -0.0012088752303883608 -0.00024499245642802962 0.00010346828705910298 0.00015972053065971826 -8.815282912220227e-05 -3.8196570886955505e-05 0.00012948658736394025 0.00049916687646496668 -7.7653440331341807e-05 6.4410311221001283e-05 0.0004593004442185253 -0.00014350192230996869 0.000650326281294185
leaf_weight=26 51 39 26 193 51 32 44 712 34 25 385 170 110 28 41 46 28 30 61 26 51 67 146 59 29 35 32 34 281 70
leaf_count=26 51 39 26 193 51 32 44 712 34 25 385 170 110 28 41 46 28 30 61 26 51 67 146 59 29 35 32 34 281 70
internal_value=0.000226796 -0.000187403 0.00256655 0.00258558 -0.000543845 0.00350453 0.00257143 -0.000648158 -0.000365438 0.0034 -0.000496568 3.90446e-05 -0.0010673 -0.000185842 -0.000500001 0.00393909 0.00327485 0.002112 -9.67751e-05 0.00211321 0.00652381 -0.00114815 -0.000582997 0.00108108 0.000533692 -0.000275863 -0.000126985 0.00431746 -0.00189526 -0.000300001
internal_weight=2962 2529 282 433 2247 320 237 2196 1806 59 1747 911 836 451 423 196 170 124 113 52 83 313 246 100 741 86 62 62 390 109
internal_count=2962 2529 282 433 2247 320 237 2196 1806 59 1747 911 836 451 423 196 170 124 113 52 83 313 246 100 741 86 62 62 390 109
cat_boundaries=0 18 47 48 49 50 67 69 70
cat_threshold=268566530 128 100663296 0 0 2 0 8192 2048 48 40960 128 0 0 0 0 0 128 0 2048 0 134217728 3221225472 0 0 0 0 32768 0 131072 0 1049088 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 524288 17976352 10 17911042 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 16 64 32 67272768
is_linear=0
shrinkage=0.04


Tree=401
num_leaves=31
num_cat=9
split_feature=7 4 7 8 0 2 4 3 18 12 6 2 2 2 2 2 2 4 12 7 3 0 4 2 2 12 4 2 2 2
split_gain=1.60632 0.90288 0.84703 0.877626 0.675252 0.651343 0.556382 0.589014 0.499472 0.497521 0.656959 0.838247 0.60543 0.742975 0.571707 0.439517 0.375066 0.664072 0.331881 0.311008 0.370092 0.400553 0.299336 0.320228 0.464618 0.47751 0.263343 0.259339 0.247407 0.756983
threshold=0 52809240000.000008 1 2 38.57500000000001 6.5000000000000009 12093950000.000002 2004.5000000000002 3 4 5 33.500000000000007 21.500000000000004 16.500000000000004 65.500000000000014 85.500000000000014 272.00000000000006 8.0000000000000018 6 7 2009.5000000000002 12.250000000000002 581475000.00000012 22.500000000000004 26.500000000000004 8 850.00000000000011 24.500000000000004 9.5000000000000018 18.500000000000004
decision_type=9 8 9 9 10 8 10 10 9 9 9 10 8 10 8 10 8 10 9 9 8 8 10 10 10 9 10 10 10 10
left_child=1 8 -2 4 -4 -6 7 16 -1 10 14 12 13 -12 -5 -16 17 27 -3 -11 -21 -22 23 26 -25 -26 -23 -7 -20 -30
right_child=2 18 3 9 5 6 -8 -9 -10 19 11 -13 -14 -15 15 -17 -18 -19 28 20 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00020193442592458436 -6.6882653717180324e-05 0.00011872785196204973 -1.3031084401818006e-05 -0.0001084184073192632 0.00029352210155452033 0.00012342958954032084 0.0001019949036046795 0.00019306731312018551 1.3691873155477978e-05 -0.00011605618837706335 4.155413569595356e-05 0.00017829336948362956 -0.0024061099516288977 0.0013189129710401586 0.00022234960283483811 -6.8451759888312131e-05 0.00023451752278244166 -0.00051082558604907636 -9.8154156274471793e-05 -0.00019499477341288773 -9.0000454902791494e-05 -3.8154533315918548e-05 -0.0009214052478398871 0.00018825653125097608 2.6693317066816236e-05 -5.1912662665420502e-06 9.6273786376124026e-05 -3.3002517955355066e-05 7.5797709307919765e-05 -3.9262704210737844e-06
leaf_weight=42 204 101 70 209 33 54 28 25 50 239 125 37 53 29 26 33 47 55 45 148 79 521 30 45 105 233 27 39 40 123
leaf_count=42 204 101 70 209 33 54 28 25 50 239 125 37 53 29 26 33 47 55 45 148 79 521 30 45 105 233 27 39 40 123
internal_value=0.00010359 0.00241747 -0.000277845 -5.21522e-05 0.00175691 0.00268085 0.00195984 0.00126697 0.00593548 -0.000387693 0.000673039 0.00213333 0.00121154 0.00247742 -0.000688173 0.00273333 0.000510203 -0.000483222 0.00143226 -0.000770516 -0.000493746 -0.000230549 -4.15896e-06 0.000124463 0.00101042 0.000495574 -0.000495447 0.00157447 0.000401826 0.00114634
internal_weight=2895 401 2494 2290 351 281 248 220 92 1939 512 244 207 154 268 59 195 148 309 1427 1188 1040 961 931 383 338 548 93 208 163
internal_count=2895 401 2494 2290 351 281 248 220 92 1939 512 244 207 154 268 59 195 148 309 1427 1188 1040 961 931 383 338 548 93 208 163
cat_boundaries=0 17 35 64 65 66 67 68 85 86
cat_threshold=268582914 16 33554432 0 0 134217730 0 8192 2048 8240 40960 0 144 0 0 0 144 1 0 1048576 2621440 0 64 33554432 0 0 1024 0 448 0 0 0 32 0 256 0 2048 0 134217728 2147483648 1 262144 0 0 0 0 131072 0 1049088 0 0 0 0 0 8192 0 0 4194304 0 0 32768 64 0 524288 4 68190496 328 115776 0 0 67108864 4 0 0 0 268435456 33619968 0 32 0 0 0 0 0 1073745920 155712
is_linear=0
shrinkage=0.04


Tree=402
num_leaves=31
num_cat=11
split_feature=8 9 5 7 12 11 5 9 0 9 0 0 0 9 1 12 3 3 0 3 8 0 0 0 0 3 9 0 0 3
split_gain=1.23896 0.711558 1.04848 0.568543 0.484826 0.415413 1.41589 0.712519 0.409092 0.398805 0.369015 1.00528 0.446174 0.575596 0.478879 0.514568 0.339744 0.328302 0.299509 0.286993 0.262794 0.242037 0.29485 0.232317 0.296566 0.184939 0.18474 0.174696 0.164995 0.124259
threshold=0 1 2.5000000000000004 2 3 4 22.500000000000004 5 30.500000000000004 6 35.850000000000009 37.750000000000007 40.675000000000004 7 5.5000000000000009 8 2013.5000000000002 1984.5000000000002 40.675000000000004 2003.5000000000002 9 44.07500000000001 15.500000000000002 44.07500000000001 42.710000000000008 2003.5000000000002 10 36.900000000000006 18.500000000000004 2008.5000000000002
decision_type=9 9 8 9 9 9 8 9 10 9 8 10 10 9 8 9 8 10 10 10 9 10 8 10 10 10 9 8 10 8
left_child=1 17 -3 -2 9 6 -6 10 -8 27 19 -12 13 -13 15 29 25 -1 26 -7 -11 22 -22 24 -10 -9 -18 28 -5 -15
right_child=3 2 -4 4 5 7 8 16 23 20 11 12 -14 14 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.7592836625434771e-05 -0.00035632522374321 1.1768449204046247e-05 0.00017947948651460911 0.00013177957661164531 0.00033327350220537872 4.6529456199317349e-06 1.6763070294141956e-05 -0.00041538018505623555 -4.6515223544076912e-06 1.9294338215071802e-05 0.00010324551472262531 -4.7084538087424415e-05 -2.5623142301442228e-05 2.8839084752753931e-05 0.0001073063388054449 -2.9935726448615747e-06 -2.9627173887607268e-05 -6.353186257316727e-05 1.381135572608289e-05 -6.2645551353936581e-05 -2.8604007700691656e-05 9.3698841220252429e-05 -4.2167322274944e-05 -0.00020428987958112543 0.00011550030913221099 6.3938687060301845e-06 -9.8253613715859541e-05 -7.6198284379339741e-06 0.0020492871914185619 0.00051617649608676653
leaf_weight=110 129 55 70 37 31 401 30 26 131 122 32 115 104 30 56 110 113 63 57 29 148 35 382 34 34 31 166 122 45 101
leaf_count=110 129 55 70 37 31 401 30 26 131 122 32 115 104 30 56 110 113 63 57 29 148 35 382 34 34 31 166 122 45 101
internal_value=0.000218304 0.00261489 0.00485294 -6.16088e-05 7.57985e-05 0.000484774 0.00191882 0.00019971 0.000886956 -0.000669624 0.000776541 0.00147177 0.00103675 0.00162712 0.00250649 0.00180165 -0.00121782 0.000804347 -0.00173294 -9.28084e-05 -0.00112894 -0.00149306 -0.00173258 0.000219999 0.000843373 0.00158621 -0.00227143 0.000855813 0.00231325 0.00335211
internal_weight=2949 298 125 2651 2522 1631 260 1371 229 891 978 548 516 412 297 241 393 173 336 430 687 565 530 199 165 57 279 204 82 131
internal_count=2949 298 125 2651 2522 1631 260 1371 229 891 978 548 516 412 297 241 393 173 336 430 687 565 530 199 165 57 279 204 82 131
cat_boundaries=0 30 32 50 52 55 57 59 61 62 91 93
cat_threshold=0 2048 0 134217728 0 1 262144 0 0 32768 0 0 0 1049600 268435456 0 0 0 33554432 0 0 0 0 0 0 16384 0 0 0 12288 0 26656 1 128 0 2099712 0 0 0 0 0 0 0 256 0 0 0 0 0 256 67118368 34 32768 2148533760 524288 1 18464 1 16532 0 16416 16793666 0 4 0 0 0 0 0 0 0 0 0 0 10240 0 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 524288 256 4096
is_linear=0
shrinkage=0.04


Tree=403
num_leaves=31
num_cat=7
split_feature=7 7 12 12 4 3 2 2 2 9 0 2 4 2 3 3 4 2 9 0 5 2 4 3 12 2 2 2 2 1
split_gain=1.57303 0.919112 1.0826 0.559847 0.494402 0.481217 0.36753 0.946666 0.508127 0.363168 0.418978 0.346098 0.522721 0.476008 0.415602 0.410369 0.407118 0.583293 0.33652 0.310716 0.356442 0.762504 0.347143 0.305282 0.284144 0.423016 0.377198 0.326058 0.279136 0.266574
threshold=0 1 2 3 25409110000.000004 2004.5000000000002 23.500000000000004 68.500000000000014 9.5000000000000018 4 18.500000000000004 99.000000000000014 984745000.00000012 70.500000000000014 2001.5000000000002 2019.5000000000002 52809240000.000008 155.00000000000003 5 47.750000000000007 1.5000000000000002 7.5000000000000009 21074995000.000004 2008.5000000000002 6 8.5000000000000018 41.500000000000007 29.500000000000004 85.500000000000014 4.5000000000000009
decision_type=9 9 9 9 8 8 8 8 10 9 10 10 8 10 8 8 8 10 9 10 8 10 8 8 9 10 10 10 10 10
left_child=9 2 4 -3 -2 -4 8 -8 -7 -1 -11 12 -5 14 -14 -16 -13 -18 -17 20 21 -20 -22 -12 25 -24 27 -26 -9 -25
right_child=1 3 5 11 -6 6 7 28 -10 10 23 16 13 -15 15 18 17 -19 19 -21 22 -23 24 29 26 -27 -28 -29 -30 -31
leaf_value=-0.00014940502367974658 1.4958152183443712e-05 -1.3014601955631843e-05 -8.0174576268937905e-05 -5.3469115288723629e-05 -0.00053664936704194127 0.00010990259657611867 -0.0010523316604538827 0.00039410507119562113 0.00013482492128062909 -0.00012541241326218254 -0.00099957144727810983 7.0977359516460339e-05 5.5340823673637781e-05 -0.0001783025927336663 -3.9613295198207989e-05 -4.6839863524001816e-06 0.0002442642825414174 -6.2486461388904606e-05 -0.0001227832626555679 0.00027342446503522986 0.00018245718290060462 0.00084976332170344016 -2.2365527453340932e-05 -0.00045092792234270091 1.0611030546675272e-05 8.0085937675526136e-05 -0.00053716080593144274 0.00064089089219409841 1.9615139934003879e-05 1.4770769237299032e-05
leaf_weight=115 25 716 33 153 81 36 50 37 35 115 38 29 57 46 140 114 38 64 33 34 36 36 31 59 289 84 48 46 45 296
leaf_count=115 25 716 33 153 81 36 50 37 35 115 38 29 57 46 140 114 38 64 33 34 36 36 31 59 289 84 48 46 45 296
internal_value=0.000109459 0.000586279 0.00247025 0.000251371 -0.00088889 0.00395142 0.00484314 0.00354887 0.00716667 -0.00165931 -0.00114066 0.000750969 0.0005331 0.000868341 0.00106217 0.000847533 0.00269697 0.00147573 0.00121808 0.00156173 0.00137086 0.00405714 0.00101682 -0.000538072 0.000737474 0.00238095 0.000172588 0.000654761 0.00616867 -0.00016854
internal_weight=2959 2336 342 1994 106 236 203 132 71 623 508 1278 1147 994 948 891 131 102 751 637 603 69 534 393 498 115 383 335 82 355
internal_count=2959 2336 342 1994 106 236 203 132 71 623 508 1278 1147 994 948 891 131 102 751 637 603 69 534 393 498 115 383 335 82 355
cat_boundaries=0 18 35 36 38 40 42 43
cat_threshold=0 268435457 1611661312 2621956 524288 10242 0 809500672 65536 134217728 32800 320 0 0 0 32 4096 128 147459 128 100663296 2048 0 134217728 0 8192 0 8208 8192 0 128 0 0 0 16 164960 84041984 34 0 4116 0 24576 2112
is_linear=0
shrinkage=0.04


Tree=404
num_leaves=31
num_cat=10
split_feature=7 8 9 5 6 3 7 0 5 4 0 15 3 13 6 0 8 3 3 15 0 0 4 3 4 0 4 3 0 4
split_gain=1.8223 0.89726 0.632585 0.563004 0.490958 0.503407 0.393765 0.52064 0.383544 0.303116 0.527806 0.315836 0.35137 0.344572 0.310603 0.365396 0.244543 0.43153 0.227042 0.191886 0.18239 0.181613 0.17037 0.162403 0.161324 0.156116 0.27671 0.128323 0.127541 0.154889
threshold=0 1 2 5.5000000000000009 3 2006.5000000000002 4 39.07500000000001 1.5000000000000002 2867949500.0000005 18.500000000000004 5 2017.5000000000002 6 7 38.57500000000001 8 2016.5000000000002 2003.5000000000002 9 14.500000000000002 14.500000000000002 7650.0000000000009 2006.5000000000002 215.00000000000003 43.175000000000004 680725000.00000012 2006.5000000000002 45.425000000000004 14469800500.000002
decision_type=9 9 9 8 9 8 9 10 8 8 8 9 10 9 9 10 9 8 10 9 10 10 10 8 10 10 10 10 8 8
left_child=3 8 4 -1 18 -6 7 -5 24 10 -7 12 13 14 27 21 23 -18 -3 -13 -15 -16 -4 -10 -2 26 -19 -11 29 -8
right_child=1 2 22 6 5 9 28 -9 16 11 -12 19 -14 20 15 -17 17 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.6824408614885597e-05 0.00013748186717397936 0.00011921819029392001 -3.1373884600890761e-05 0.00017848763230379584 -0.0006619519991198006 -0.00092599482564392679 0.00032692874991607248 -0.00042258327376040825 2.6040960642396957e-05 -0.0013721346412014432 7.2237623623927136e-05 -4.0063657785348738e-06 -0.00012020337060417102 1.2517772745623353e-05 -9.5226161568189206e-05 5.6259719422453405e-05 0.00025197266431137104 1.8702361543379871e-05 -3.520300950095192e-05 -0.00012161456195207929 0.00014416048210142454 -3.2234261291077466e-06 -0.00016505546504983599 -0.00011260486443075864 9.5369878262845446e-06 -3.4414827520368689e-05 3.1442869531097659e-05 6.8962888327865714e-06 8.1607525761854537e-05 6.5008183051366489e-05
leaf_weight=44 64 218 333 45 141 27 25 72 26 80 52 265 67 57 41 181 27 145 54 151 48 290 66 108 31 63 37 29 25 117
leaf_count=44 64 218 333 45 141 27 25 72 26 80 52 265 67 57 41 181 27 145 54 151 48 290 66 108 31 63 37 29 25 117
internal_value=9.69274e-05 -0.000261869 -0.000625297 0.00285546 -0.000282711 -0.000580557 0.00359298 0.00134375 0.00124219 -0.000335144 0.00205 -0.000492563 -1.49263e-05 0.00024209 -0.000132912 0.00029063 0.000727272 0.00138516 0.00124382 -0.00136768 0.00224138 -0.000493977 -0.00203903 -0.00066207 0.00354167 0.000894308 0.00148634 -0.00196667 0.00478652 0.00553846
internal_weight=2929 2601 2100 328 1701 1429 284 117 501 1288 79 1209 793 726 621 512 406 272 272 416 105 331 399 134 95 245 182 109 167 142
internal_count=2929 2601 2100 328 1701 1429 284 117 501 1288 79 1209 793 726 621 512 406 272 272 416 105 331 399 134 95 245 182 109 167 142
cat_boundaries=0 17 47 49 50 67 68 69 70 96 97
cat_threshold=147456 128 8192 2099200 0 2 0 8192 0 8240 40960 128 0 0 0 0 16 0 4 0 0 0 1 262144 0 0 32768 0 4 2048 512 0 0 0 0 4096 8192 0 0 0 0 0 49152 0 0 524288 8192 1073741825 18468 66 0 0 8192 2097152 0 0 0 0 0 8192 0 128 0 0 0 0 16 69730304 6 276 0 4 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 32768 2281701376
is_linear=0
shrinkage=0.04


Tree=405
num_leaves=31
num_cat=13
split_feature=15 11 12 0 3 17 12 4 12 0 9 12 4 18 9 0 1 12 0 0 1 0 1 1 3 3 0 12 9 3
split_gain=0.611999 0.578021 0.566248 0.595722 0.431624 0.379219 0.549843 0.564349 0.358949 0.455019 0.337662 0.286133 0.356096 0.275141 0.255299 0.248268 0.248053 0.327623 0.233398 0.420315 0.213341 0.252879 0.212143 0.20904 0.194358 0.188154 0.294498 0.307434 0.17361 0.265697
threshold=0 1 2 8.5000000000000018 1991.5000000000002 3 4 293.00000000000006 5 33.175000000000004 6 7 481.00000000000006 8 9 47.750000000000007 5.5000000000000009 10 24.500000000000004 35.600000000000009 4.5000000000000009 15.500000000000002 5.5000000000000009 4.5000000000000009 1958.5000000000002 2003.5000000000002 16.750000000000004 11 12 2020.5000000000002
decision_type=9 9 9 10 10 9 9 10 9 10 9 9 10 9 9 10 10 9 10 10 8 10 10 10 10 10 10 9 9 8
left_child=13 5 4 -4 20 6 7 24 9 -7 11 -5 16 -1 25 -11 17 18 -13 -20 -3 -22 -23 -19 -2 26 -10 -28 29 -8
right_child=1 2 3 10 -6 8 28 -9 14 15 -12 12 -14 -15 -16 -17 -18 23 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00019263034180061922 3.874620166422541e-05 -3.2079259990546238e-05 0.011819011853123782 -0.00039406127464850047 -0.0010427323219125105 0.00010465779792934697 -0.00053508824554327383 -0.00053499282636180763 -6.7194653113046169e-05 2.6923675959698588e-05 -4.8799904887048604e-05 8.001314113188818e-05 0.00013785214149343673 5.3971220001934803e-05 2.088351679547408e-05 0.00018155361112021982 -1.1668308412619068e-05 3.2266565199567422e-06 -7.3852664644776469e-05 6.5943476031821534e-05 7.9936969129942016e-05 8.7696097033929091e-05 -2.1908365380606228e-05 -0.00011664279465049495 9.8935145283531977e-05 -8.6319700298244739e-05 3.3091313291128973e-05 -1.6792905474681451e-05 -3.1964205148076872e-05 2.8957031522421538e-05
leaf_weight=61 54 41 27 119 25 50 60 28 53 392 197 76 45 54 299 31 86 80 31 54 63 104 43 161 25 92 119 139 243 96
leaf_count=61 54 41 27 119 25 50 60 28 53 392 197 76 45 54 299 31 86 80 31 54 63 104 43 161 25 92 119 139 243 96
internal_value=0.000287554 0.000164556 -0.000522787 -0.00101917 0.00103136 0.000635933 -0.000278531 0.00213559 0.00102867 0.00187603 -0.00121882 -0.000736049 -0.000316177 0.00301587 0.000437587 0.00148113 -0.000638038 -0.000218363 0.00113953 -0.000232559 0.00157143 0.00208531 0.00116216 -0.00112699 0.00405 -0.000222223 0.000243589 0.000803088 -0.000965855 9.58075e-05
internal_weight=2948 2833 1152 876 276 1681 506 107 1175 473 849 652 533 115 702 423 488 402 161 85 251 210 147 241 79 403 311 258 399 156
internal_count=2948 2833 1152 876 276 1681 506 107 1175 473 849 652 533 115 702 423 488 402 161 85 251 210 147 241 79 403 311 258 399 156
cat_boundaries=0 2 5 6 7 8 10 12 14 15 17 19 21 23
cat_threshold=134217728 262144 2147500036 2147550720 524288 1075200 10 67272960 1116162 2 0 18432 132128 2 4 1073741825 2192 32832 32 16786496 32 0 10240
is_linear=0
shrinkage=0.04


Tree=406
num_leaves=31
num_cat=12
split_feature=8 12 2 9 12 2 2 4 2 15 8 2 1 12 2 2 1 4 11 15 12 12 2 2 18 2 2 2 2 2
split_gain=1.17278 1.03813 1.18741 0.704717 0.941582 0.409366 0.705019 0.549794 0.425705 0.374421 0.369815 0.355817 0.417978 0.322681 0.352202 0.373328 0.350114 0.809452 0.31397 0.40279 0.349714 0.32876 0.398919 0.357949 0.357351 0.275692 0.27255 0.241539 0.237671 0.233665
threshold=0 1 13.500000000000002 2 3 141.50000000000003 79.500000000000014 1868495000.0000002 35.500000000000007 4 5 34.500000000000007 5.5000000000000009 6 8.5000000000000018 13.500000000000002 3.5000000000000004 16472860000.000002 7 8 9 10 151.50000000000003 9.5000000000000018 11 13.500000000000002 73.500000000000014 84.500000000000014 2.5000000000000004 57.500000000000007
decision_type=9 9 8 9 9 10 10 8 10 9 9 10 8 9 10 10 10 8 9 9 9 9 8 10 9 10 10 10 10 10
left_child=1 2 -1 13 5 6 7 -5 -9 28 -11 12 -3 14 -2 -16 17 -15 19 20 29 24 23 -23 -20 -22 -4 -26 -6 -12
right_child=3 11 26 4 9 -7 -8 8 -10 10 18 -13 -14 16 15 -17 -18 -19 21 -21 25 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=8.3263377126736572e-07 -0.00030339338345607278 -3.4281028257120316e-05 0.00038885916925697462 -0.00014949880235657153 -2.7007087328001901e-06 8.4658844041366098e-05 -0.00070227578937489914 8.9410637560260933e-05 -3.0441730757798529e-06 -9.6799389417425179e-05 0.00015696351768148986 2.5282064148084474e-05 3.7193479098263762e-05 8.7776873106005485e-05 0.00024132980532400958 8.0259901595547459e-06 -7.4024361791050035e-05 -7.7473151119543618e-05 0.0006112367811746853 8.0328053373681608e-05 1.3365232751544531e-05 -0.00011642968344421206 -0.0011951054030494696 2.3920023777626272e-05 -0.00045319513448376883 -0.00017656111020779284 0.00014975227171122086 4.6063115914520436e-07 0.00024219419559727931 -0.00091916331860038888
leaf_weight=51 68 116 32 46 31 52 36 301 68 107 82 87 46 27 30 114 397 62 33 112 75 64 68 260 201 136 25 48 116 30
leaf_count=51 68 116 32 46 31 52 36 301 68 107 82 87 46 27 30 114 397 62 33 112 75 64 68 260 201 136 25 48 116 30
internal_value=0.000203969 0.00231522 0.00544538 -9.94184e-05 0.000306872 0.00176654 0.00140708 0.001875 0.00238919 -0.000241631 -0.000475959 0.000784614 -0.000294479 -0.00117348 0.000143497 0.00126896 -0.00173843 0.000488888 -0.00024643 0.000582959 -0.00015569 -0.000782483 -1.9852e-05 0.000566153 -0.00180205 -0.0010991 0.00986207 -0.002384 0.00159494 0.00156097
internal_weight=2921 357 108 2564 1866 503 451 415 369 1363 1216 249 162 698 212 144 486 89 1109 435 323 674 392 324 282 211 57 249 147 112
internal_count=2921 357 108 2564 1866 503 451 415 369 1363 1216 249 162 698 212 144 486 89 1109 435 323 674 392 324 282 211 57 249 147 112
cat_boundaries=0 30 31 33 35 36 50 51 52 53 54 56 57
cat_threshold=0 2048 0 134217728 1073741824 0 0 2147483648 0 32768 0 2052 0 1048576 0 0 0 0 33558528 0 0 524288 0 0 0 1073758208 64 0 0 12288 42304 1073742081 28688 17825794 2 136839168 268435456 4 0 0 0 0 262144 0 0 0 0 0 2048 512 67166496 16388 67108864 132448 165120 32 4
is_linear=0
shrinkage=0.04


Tree=407
num_leaves=31
num_cat=10
split_feature=7 7 8 5 2 13 2 2 2 2 7 2 8 3 3 2 6 17 12 4 12 3 0 3 2 2 0 2 2 2
split_gain=1.67484 0.748422 0.715009 0.64367 0.719886 0.530021 0.47184 0.463812 0.390554 0.368057 0.416182 0.344065 0.328082 0.327227 0.31292 0.633845 0.327339 0.448869 0.404836 0.380099 0.324143 0.331749 0.302745 0.302375 0.375624 0.420144 0.265168 0.257127 0.581816 0.257588
threshold=0 1 2 2.5000000000000004 14.500000000000002 3 5.5000000000000009 17.500000000000004 22.500000000000004 416.00000000000006 4 2.5000000000000004 5 2005.5000000000002 2003.5000000000002 24.500000000000004 6 7 8 345.00000000000006 9 2007.5000000000002 42.710000000000008 2019.5000000000002 73.500000000000014 47.500000000000007 38.20000000000001 42.500000000000007 37.500000000000007 20.500000000000004
decision_type=9 9 9 8 8 9 10 10 8 10 9 8 9 10 8 10 9 9 9 10 9 10 10 8 10 8 10 8 10 8
left_child=3 11 5 -1 6 7 -5 -3 -7 10 -4 -2 -12 26 15 -14 18 19 -16 -18 23 27 -20 -19 25 -25 -6 28 29 -22
right_child=1 2 9 4 13 8 -8 -9 -10 -11 12 -13 14 -15 16 -17 17 20 22 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.7806879436065667e-05 1.6791462669237346e-05 9.8710280448086e-05 -1.7356272888038576e-05 0.00010640171328246619 0.00012767568207946848 -0.0020251111436530253 -0.00058330904984835728 5.6056825006457932e-05 0.00010671263793884052 2.0711337707329117e-05 -4.1216553790976252e-05 -3.2931439241484121e-05 0.00013558564133381496 1.7008316370254888e-05 1.627998970315962e-05 -7.1221219530367963e-06 0.00019164206651687521 -0.00014758326856603921 -0.00025972391560305421 -3.2321874245881815e-05 -1.0542533206650702e-07 2.1702360958165643e-05 0.00010856534641974642 7.5863648252440309e-05 0.00010374097195089664 -0.00011491328862259681 0.00021684505611892376 -7.4681742112393061e-05 0.00015068497697420468 -0.00021310116550513303
leaf_weight=33 31 53 231 26 34 40 38 65 66 70 215 391 49 26 110 57 100 28 182 29 307 94 38 162 32 45 69 173 43 112
leaf_count=33 31 53 231 26 34 40 38 65 66 70 215 391 49 26 110 57 100 28 182 29 307 94 38 162 32 45 69 173 43 112
internal_value=0.000218304 -6.29124e-05 0.000223182 0.00344304 0.00447423 0.00231489 0.000984614 0.00409302 0.000136751 -1.34109e-05 -0.000113547 -0.00158892 9.84881e-05 0.00618461 0.000302798 0.00239252 0.000151098 0.000475351 -0.000938417 0.0026 0.000174776 -0.000264866 -0.00190476 0.00133813 0.00185 0.00121154 0.00719231 -0.000597485 -0.000103673 -0.000561906
internal_weight=2949 2723 2301 226 193 224 64 118 106 2077 2007 422 1776 129 1561 106 1455 1125 330 129 996 729 220 267 239 207 103 635 462 419
internal_count=2949 2723 2301 226 193 224 64 118 106 2077 2007 422 1776 129 1561 106 1455 1125 330 129 996 729 220 267 239 207 103 635 462 419
cat_boundaries=0 13 31 58 59 76 102 103 104 106 107
cat_threshold=2 128 33554432 2176 0 0 0 8192 0 8240 0 0 144 268435456 32 537919488 524288 34 134225920 0 268435456 65536 0 32800 0 0 0 0 0 1073741952 384 0 2052 0 134217728 2147483648 0 0 0 0 0 0 2048 2048 512 0 0 0 0 0 2048 0 0 0 0 0 1073741824 64 12 0 16 0 4 0 0 0 0 2048 134217728 0 0 0 268435456 0 0 4112 268435472 0 0 0 0 0 0 0 1 0 0 4 8192 0 0 0 0 0 0 0 256 0 0 8 0 16384 148 49 17867776 32 1189952
is_linear=0
shrinkage=0.04


Tree=408
num_leaves=31
num_cat=11
split_feature=7 7 5 11 2 12 17 2 12 2 15 2 2 3 2 2 3 6 0 7 0 0 2 2 5 17 3 6 2 0
split_gain=1.59939 0.819634 0.5584 0.457113 1.11574 0.559262 0.550254 0.430507 0.485163 0.452227 0.407616 0.316139 0.67241 0.390644 0.586516 0.302322 0.283888 0.329041 0.266042 0.262227 0.249691 0.551006 0.248437 0.426919 0.24414 0.297475 0.303899 0.43602 0.373379 0.262551
threshold=0 1 2.5000000000000004 2 70.500000000000014 3 4 1.5000000000000002 5 7.5000000000000009 6 141.50000000000003 725.00000000000011 2008.5000000000002 19.500000000000004 10.500000000000002 2007.5000000000002 7 45.425000000000004 8 39.07500000000001 40.250000000000007 14.500000000000002 9.5000000000000018 2.5000000000000004 9 1983.0000000000002 10 50.500000000000007 14.500000000000002
decision_type=9 9 8 9 8 9 9 10 9 10 9 10 10 10 10 8 8 9 8 9 10 10 8 10 10 9 10 9 8 10
left_child=2 10 -1 4 -3 6 22 -4 -9 -10 16 13 -13 15 -15 -8 -2 -18 -17 -7 -11 -22 23 -5 25 -21 27 28 -27 -29
right_child=1 3 7 5 -6 19 11 8 9 20 -12 12 -14 14 -16 18 17 -19 -20 24 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00041364145277636216 -0.00064405210664027354 4.22168220618246e-06 3.0715084498169759e-05 -8.6183435163881002e-05 0.00010731542358903731 -2.9394862738962414e-05 3.440703437622776e-05 0.00011293679452603617 0.00015801678147344257 -0.0001094464515596627 -0.00010789857774444045 6.9373705190332006e-05 -0.00085706350404036698 5.8595048016925921e-06 0.00054090956555122446 3.8376249479877661e-06 -9.6779211605735324e-05 2.7474117669554715e-05 -0.00086696925563082509 4.3247528034068294e-05 7.350666609080702e-05 -0.00022117663342713747 -0.0020677854269647959 8.412463723176739e-05 -0.0011826485401817885 0.00013077215137970795 -7.0212378651289954e-05 -0.00025227144973628747 -5.8157070763717932e-06 -3.8023493682844493e-06
leaf_weight=29 35 123 85 43 25 217 148 110 25 53 206 38 26 48 29 321 162 105 25 141 41 31 44 42 27 97 157 36 68 385
leaf_count=29 35 123 85 43 25 217 148 110 25 53 206 38 26 48 29 321 162 105 25 141 41 31 44 42 27 97 157 36 68 385
internal_value=0.000257269 -0.000106292 0.00265974 0.000253534 0.00231446 7.98729e-05 0.000908386 0.00317919 0.00398467 0.00198758 -0.00152601 0.00139319 0.00406154 0.00111189 0.00374359 0.000694949 -0.000536742 -0.000104479 4.61086e-05 -0.000484637 0.00111111 0.00263014 -0.0014 -0.000232559 -0.000177875 -6.32778e-05 -0.000387269 2.72563e-05 0.00170454 -0.000657408
internal_weight=2922 2548 374 2040 148 1892 764 345 260 150 508 635 64 571 77 494 302 267 346 1128 125 72 129 85 911 884 743 586 165 421
internal_count=2922 2548 374 2040 148 1892 764 345 260 150 508 635 64 571 77 494 302 267 346 1128 125 72 129 85 911 884 743 586 165 421
cat_boundaries=0 17 35 37 38 39 41 42 43 52 53 54
cat_threshold=131074 128 100663296 2048 0 0 0 8192 0 8208 8192 128 16 0 0 0 4096 268435457 48 1610612736 2097668 2 2 0 268435456 65536 134217760 0 2097472 0 268435456 0 0 0 768 0 2148533248 25666 8 2306 32 201326592 10 0 0 0 0 524320 134217728 131072 536870912 33554432 8 70
is_linear=0
shrinkage=0.04


Tree=409
num_leaves=31
num_cat=7
split_feature=7 4 7 2 2 6 1 3 2 0 2 3 3 0 2 2 7 2 2 11 2 0 2 1 2 2 11 6 2 2
split_gain=1.44351 1.0055 0.972892 1.16471 0.683676 0.663508 0.737829 0.602069 0.57082 0.463043 0.730974 1.0016 0.46429 0.390148 0.357493 0.383734 0.347089 0.38617 0.439475 0.370307 0.500165 0.383578 0.3285 0.28328 0.258065 0.202034 0.358303 0.456853 0.464216 0.284488
threshold=0 19000.000000000004 1 416.00000000000006 5.5000000000000009 2 5.5000000000000009 2020.5000000000002 898.00000000000011 42.710000000000008 29.500000000000004 2001.5000000000002 1997.5000000000002 33.175000000000004 11.500000000000002 18.500000000000004 3 35.500000000000007 20.500000000000004 4 37.500000000000007 39.07500000000001 34.500000000000007 5.5000000000000009 79.500000000000014 203.50000000000003 5 6 21.500000000000004 34.500000000000007
decision_type=9 8 9 10 10 9 8 8 10 10 10 10 10 10 10 10 9 10 8 9 10 10 10 8 10 8 9 9 10 10
left_child=1 -1 -2 16 13 7 9 -6 -5 10 12 -12 14 -3 -7 -16 17 18 -4 20 21 -18 -9 -15 -24 26 -21 28 -28 -29
right_child=2 4 3 8 5 6 -8 22 -10 -11 11 -13 -14 23 15 -17 19 -19 -20 25 -22 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00015254954597582087 -0.00010081442294731453 6.7083171338409736e-05 -0.0001252045363362326 4.1398711067361804e-05 -0.0019136317659802261 -8.3093074102734246e-06 6.1844801000786301e-06 5.8811638558461733e-05 3.8165047499437615e-05 5.1828646165060239e-05 0.0021369103396546205 3.9816020920095415e-05 0.00018843842444849165 -0.00036564516758484276 9.1542480280255099e-05 -0.00099269611423599821 -0.0033755194334191265 -0.00012545476709331982 0.0006426452853891 -1.5314981672798547e-06 4.0535129346208404e-05 5.5221158913200502e-05 -0.00016473111642435989 5.7813951247848839e-05 0.00019534614738899315 -3.6126330425754513e-05 0.00031803080220438123 -7.1835050195126477e-05 1.2205114361420749e-05 2.8061236372834054e-05
leaf_weight=65 106 29 99 29 34 35 89 58 34 60 54 25 40 65 40 26 25 109 44 1139 57 68 30 54 30 201 54 102 49 65
leaf_count=65 106 29 99 29 34 35 89 58 34 60 54 25 40 65 40 26 25 109 44 1139 57 68 30 54 30 201 54 102 49 65
internal_value=0.000445815 0.0019651 -7.48185e-05 0.00012464 0.00245373 0.0031341 0.00401053 0.000687116 0.0054375 0.00512455 0.00597285 0.00905 0.00419718 5.36903e-05 0.00270588 0.00441791 -4.37168e-05 -0.00139924 -8.33343e-05 0.000158102 0.00198758 0.000297871 0.00208403 -0.000966668 -9.3804e-10 -2.46771e-05 0.00014468 0.00142349 0.00340351 6.74148e-05
internal_weight=2915 734 2181 2075 669 521 369 152 63 280 220 79 141 148 101 66 2012 252 143 1760 150 93 118 119 60 1610 1409 270 103 167
internal_count=2915 734 2181 2075 669 521 369 152 63 280 220 79 141 148 101 66 2012 252 143 1760 150 93 118 119 60 1610 1409 270 103 167
cat_boundaries=0 17 35 36 53 55 56 57
cat_threshold=268582915 128 101720064 2099204 0 2 0 536870912 33556480 8240 8192 0 144 0 0 0 1073745920 0 32 0 0 0 8192 33554432 268443648 0 134217728 0 2097152 67108864 0 0 0 0 256 72 0 17 0 532992 0 0 0 0 65536 0 0 64 0 0 0 0 144 16384 2147485184 32804 262
is_linear=0
shrinkage=0.04


Tree=410
num_leaves=31
num_cat=14
split_feature=7 8 7 8 12 4 11 1 12 4 12 18 4 0 5 12 1 0 7 4 11 1 4 0 6 0 0 12 0 0
split_gain=1.35966 1.05843 0.798822 0.476616 0.463632 0.646728 0.461904 0.520208 0.539694 0.443861 0.408852 1.71334 0.475019 0.325873 0.320462 0.310579 0.286232 0.267679 0.304729 0.320529 0.225561 0.217919 0.201876 0.142455 0.129259 0.219322 0.127062 0.147347 0.126731 0.368086
threshold=0 1 2 3 4 1642125000.0000002 5 1.5000000000000002 6 3023950000.0000005 7 8 481.00000000000006 40.250000000000007 1.0000000180025095e-35 9 5.5000000000000009 16.750000000000004 10 12000.000000000002 11 5.5000000000000009 390.00000000000006 22.250000000000004 12 14.500000000000002 40.250000000000007 13 15.500000000000002 21.500000000000004
decision_type=9 9 9 9 9 8 9 10 9 8 9 9 10 10 10 9 8 10 9 8 9 10 10 10 9 10 8 9 10 10
left_child=10 15 -3 4 16 -6 -5 9 14 -8 11 -1 21 -14 24 -2 -4 -10 23 22 26 -12 -20 -19 -9 -26 27 -21 -27 -30
right_child=1 2 3 6 5 -7 7 8 17 -11 12 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.00014701204135052711 -1.3503500926241905e-06 -2.3029150713945341e-05 -8.7241514510145725e-05 2.0628475143921285e-05 -0.00051126937372612629 0.00046376786349619541 0.00018873237274896469 -7.6635816845239803e-07 -9.0045139220649165e-05 6.9300358610360351e-05 1.1467610373446693e-05 0.0002260579111112619 -4.09458178175312e-05 0.00017054896226588304 -1.6136530473276528e-05 -5.2219178560450113e-05 0.00030491525797644972 3.1520088211349293e-05 -1.500690756443776e-05 1.4303019402064638e-05 -0.00049114663406076985 -0.0010547529930758815 0.00017383947904839304 -3.9626574871005511e-06 -0.00067207434653106376 0.0001276764490822114 -0.00029144456058234478 -3.8155114914420749e-05 -0.00027985890613915185 0.00018416059753676581
leaf_weight=32 105 202 98 172 28 89 25 139 209 145 157 74 25 41 48 245 31 58 27 143 178 30 43 59 51 107 50 140 50 130
leaf_count=32 105 202 98 172 28 89 25 139 209 145 157 74 25 41 48 245 31 58 27 143 178 30 43 59 51 107 50 140 50 130
internal_value=0.000230558 -9.60133e-05 0.000229287 0.000472673 0.0020856 0.00384375 0.000237534 1.98379e-05 -0.000228891 0.00210526 0.0024973 0.0045812 0.0014697 0.00441791 0.000783581 -0.00210526 0.000314285 -0.000814816 -0.000446353 -0.000817569 -0.00117969 0.000489361 0.00169014 0.00134375 0.00111297 0.00151289 -0.000500001 -0.0001831 0.00198611 0.00132597
internal_weight=2931 2572 2222 2020 246 117 1774 1602 1432 170 359 106 253 66 525 350 129 907 698 581 511 187 70 117 477 338 333 283 287 180
internal_count=2931 2572 2222 2020 246 117 1774 1602 1432 170 359 106 253 66 525 350 129 907 698 581 511 187 70 117 477 338 333 283 287 180
cat_boundaries=0 17 46 63 87 88 90 91 93 94 95 104 105 106 108
cat_threshold=131075 16 0 2097280 65568 0 0 8192 0 48 8192 8192 16 0 0 0 1073746048 1342177296 2052 0 0 0 1 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 2147483904 0 0 0 0 16384 4 0 524288 0 32 0 534532 0 134217728 33554432 0 0 134217728 32768 256 0 0 0 0 16 0 0 0 0 2147483648 0 262144 0 0 32768 0 2048 0 512 0 0 0 0 33558528 0 0 0 0 8 65538 16384 2147550208 68234272 32832 32 4 67904 0 0 0 0 0 0 131072 131072 65536 4 404 2 32
is_linear=0
shrinkage=0.04


Tree=411
num_leaves=31
num_cat=8
split_feature=8 3 3 2 10 2 6 2 1 6 3 2 9 6 2 1 2 2 2 2 2 3 2 3 11 8 2 2 2 3
split_gain=1.21368 0.749021 0.705758 0.587634 0.424071 0.515174 0.79377 0.631918 0.5078 0.323134 0.478085 0.502807 0.318799 0.509305 0.282819 0.411411 0.269117 0.244518 0.319502 0.375866 0.242843 0.231166 0.383619 0.230695 0.224053 0.217609 0.413884 0.357159 0.232811 0.217532
threshold=0 2010.5000000000002 2019.5000000000002 510.50000000000006 1 101.50000000000001 2 455.00000000000006 2.5000000000000004 3 2002.5000000000002 14.500000000000002 4 5 171.00000000000003 5.5000000000000009 64.500000000000014 39.500000000000007 20.500000000000004 12.500000000000002 47.500000000000007 2003.5000000000002 26.500000000000004 1995.5000000000002 6 7 17.500000000000004 29.500000000000004 63.500000000000007 1999.5000000000002
decision_type=9 8 10 8 9 8 9 10 10 9 10 10 9 9 10 8 10 10 10 10 10 10 10 10 9 9 10 10 10 10
left_child=3 9 4 24 -3 8 7 14 -6 21 11 -11 13 25 15 -7 -15 18 19 -14 -19 -2 -23 -13 -1 26 -10 -27 -28 -26
right_child=1 2 -4 -5 5 6 -8 -9 12 10 -12 23 17 16 -16 -17 -18 20 -20 -21 -22 22 -24 -25 29 27 28 -29 -30 -31
leaf_value=-0.00018504616652959731 7.9602580452973977e-05 -0.00010367813998854558 5.6210142396867144e-05 7.5306441597996818e-05 -3.22634083376223e-05 8.095721293297349e-05 7.3051055520088849e-06 -0.00075802509213498904 0.00030217282540511201 4.3804207477041863e-05 0.00010153064570825371 0.00012405888660687233 -9.5339337443107907e-06 0.00012381872092127861 4.2942957039640926e-05 -0.00018400669698801544 -0.0005226136315182446 0.00010225037467683564 -4.6585534680533669e-05 5.3279232702551248e-05 -1.0876158188180639e-05 -0.00084703249231582586 2.9616760615070801e-05 -0.0010461143778376369 -3.6368477429478542e-05 -0.00010101870277005272 -6.9351326729319368e-06 3.2523987751570471e-05 2.7885057777755814e-05 9.1162451099133625e-06
leaf_weight=311 79 200 77 143 89 42 147 25 97 25 57 30 238 320 25 25 31 34 65 96 61 30 31 27 124 119 227 77 74 40
leaf_count=311 79 200 77 143 89 42 147 25 97 25 57 30 238 320 25 25 31 34 65 96 61 30 31 27 124 119 227 77 74 40
internal_value=0.000369396 0.000783382 0.000523671 -0.00119555 0.00037732 0.000572378 0.00220377 0.00446875 0.000293001 0.00272857 0.00402667 0.00231325 0.000474999 0.000899581 0.00636559 0.00488235 0.0020884 -0.000348516 -0.000790001 -0.000286568 0.00145833 0.0010596 -0.000709678 0.000206896 -0.00189076 0.0001719 0.000704156 -0.00088889 -1.3246e-05 -0.000548572
internal_weight=2966 2348 2069 618 1992 1792 264 117 1528 279 139 82 1439 945 92 67 351 494 399 334 95 140 61 57 475 594 398 196 301 164
internal_count=2966 2348 2069 618 1992 1792 264 117 1528 279 139 82 1439 945 92 67 351 494 399 334 95 140 61 57 475 594 398 196 301 164
cat_boundaries=0 27 28 29 30 32 33 36 59
cat_threshold=1342177296 2060 0 0 2147483648 0 524288 0 1 0 0 33554432 64 0 0 4096 0 0 33558528 10240 2147483904 0 4194304 8 0 0 68 17 262 78 1073741825 10400 280 36 1536 524288 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=412
num_leaves=31
num_cat=17
split_feature=7 8 4 7 12 8 15 12 6 1 7 3 12 3 3 9 12 0 3 5 7 12 12 0 0 6 12 0 0 0
split_gain=1.81476 1.30251 1.25819 0.831009 0.608036 0.586923 0.568581 1.01165 0.586167 0.453151 0.432447 0.395896 0.388681 1.07798 0.367548 0.319048 0.403195 0.295263 0.272771 0.267825 0.242844 0.553252 0.462105 0.424989 0.248737 0.24286 0.249264 0.224272 0.238413 0.198861
threshold=0 1 9530980000.0000019 2 3 4 5 6 7 5.5000000000000009 8 1998.5000000000002 9 2005.5000000000002 2011.5000000000002 10 11 44.07500000000001 2011.5000000000002 1.5000000000000002 12 13 14 14.500000000000002 36.900000000000006 15 16 35.250000000000007 47.250000000000007 40.250000000000007
decision_type=9 9 10 9 9 9 9 9 9 10 9 10 9 8 8 9 9 10 10 8 9 9 9 10 10 9 9 10 10 10
left_child=2 14 9 4 -3 -5 7 -7 12 10 -1 29 17 -14 -2 20 -17 18 -8 -15 22 24 -10 -23 -22 -25 -27 -9 -29 -12
right_child=1 3 -4 5 -6 6 8 27 15 -11 11 -13 13 19 -16 16 -18 -19 -20 -21 21 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-2.7843149174234275e-06 0.00018180387600728634 4.3079142233793296e-06 0.00014900600503617444 -4.7810256563113607e-05 -7.6221538587709588e-05 -2.7852692973128218e-05 -2.9466823040682301e-07 1.5692637229458516e-05 1.9309666252987314e-05 7.5125420856736176e-05 3.0261844853044363e-05 8.2092215359549393e-05 0.0013047444725092761 7.3589352444752531e-05 5.0360789928579212e-05 -0.00030821038873910298 -1.6365020730259747e-05 -0.0012147492728937692 0.00041381109705914749 1.8197049362015437e-05 0.00045484483078413581 -0.00065176990121938391 -0.00018521094730508894 -4.0838602784379734e-05 3.6597630956231736e-05 -4.5552445281500454e-05 6.7732578639929274e-05 0.00014075089816009906 4.8740266602018827e-05 8.730495615658463e-05
leaf_weight=125 29 102 25 255 269 101 198 111 102 53 68 41 25 44 81 105 129 43 29 165 66 48 112 149 44 120 149 76 34 27
leaf_count=125 29 102 25 255 269 101 198 111 102 53 68 41 25 44 81 105 129 43 29 165 66 48 112 149 44 120 149 76 34 27
internal_value=0.000280245 -8.62543e-05 0.00298286 -0.000283073 -0.002 2.83544e-05 0.000279419 0.00177778 -4.67846e-05 0.0023619 0.00166412 0.00310204 0.00105631 0.00222041 0.00396694 -0.00059517 -0.00186123 -9.16342e-10 0.000578946 0.00135238 -0.000199751 0.000231686 -0.00131556 -0.000385745 0.00264463 1.90921e-05 0.000728571 0.00325862 0.00468468 0.001875
internal_weight=2925 2586 339 2476 371 2105 1850 322 1528 314 261 136 504 234 110 1024 234 270 227 209 790 576 214 466 110 418 269 221 110 95
internal_count=2925 2586 339 2476 371 2105 1850 322 1528 314 261 136 504 234 110 1024 234 270 227 209 790 576 214 466 110 418 269 221 110 95
cat_boundaries=0 18 48 66 67 94 95 96 97 114 115 117 118 135 136 138 139 141
cat_threshold=268582914 128 33554432 8192 32 0 0 268443648 0 16 0 128 128 268435456 0 0 1073741824 128 1073741824 2050 0 134217728 0 0 0 0 0 32768 0 0 0 0 268435456 0 0 0 0 0 0 0 0 0 0 268435456 64 0 0 8192 1 268435456 1074003968 512 2 64 33554432 536870912 33556480 134217760 32 0 0 0 0 0 16 256 84942944 268435456 0 0 0 2147483648 0 0 0 0 0 0 0 10240 0 0 4096 0 0 0 0 256 0 0 8 0 16384 4 2282225664 16777570 448 268435456 0 33554432 0 32 0 0 268435456 0 0 0 128 128 0 0 0 1073741824 67306498 0 14468 16785506 0 0 0 4 0 0 0 131072 0 0 0 256 0 0 0 0 4096 17957120 84000 32 20 81984 32
is_linear=0
shrinkage=0.04


Tree=413
num_leaves=31
num_cat=11
split_feature=7 7 8 3 9 2 5 3 17 9 3 2 2 12 2 12 4 2 12 3 8 12 4 5 3 3 2 2 2 2
split_gain=1.99559 1.07798 0.808946 0.964892 0.713502 0.689602 0.672704 0.829995 0.666882 0.571253 0.536995 0.458973 0.454369 0.477927 0.41796 0.824745 0.990576 0.571482 0.464325 0.403776 0.387839 0.345777 0.398497 0.358192 0.384069 0.333756 0.260274 0.254252 0.379382 0.215089
threshold=0 1 2 1998.5000000000002 3 8.5000000000000018 1.0000000180025095e-35 2012.5000000000002 4 5 2019.5000000000002 144.50000000000003 3.5000000000000004 6 38.500000000000007 7 2867949500.0000005 86.500000000000014 8 1996.5000000000002 9 10 10438345000.000002 1.0000000180025095e-35 1958.5000000000002 2009.5000000000002 144.50000000000003 20.500000000000004 35.500000000000007 73.500000000000014
decision_type=9 9 9 10 9 10 10 8 9 9 10 8 8 9 10 9 8 10 9 10 9 9 8 10 10 8 10 8 10 10
left_child=4 12 3 11 19 -6 7 -7 20 -10 14 29 -2 27 18 16 -16 -18 -11 -1 -4 22 -22 24 -24 -20 -19 -14 -29 -3
right_child=1 2 8 -5 5 6 -8 -9 9 10 -12 -13 13 -15 15 -17 17 26 25 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=6.7329252789661008e-05 3.5086643167860573e-05 3.393762787370642e-05 4.2366325290279929e-05 0.00011808999521407283 1.8389376511876093e-05 5.2117554769586663e-05 4.2418691163946266e-05 0.00014009315194832362 -4.1175514976003597e-05 -7.4926489812756443e-05 0.00018596889411136411 7.0959036246557631e-05 -6.5321132668126492e-05 -0.00014349208617458236 0.00014771247897708419 4.0558380810481398e-07 0.00014060631527931897 -7.1033657516257081e-05 0.0081507928327143458 -0.00022123310616893404 -0.00010030340103917013 -0.00010144875417804171 0.00018487355816887611 -1.7029288913977451e-05 -8.1944202209708301e-06 1.4129580907820958e-05 1.8671655679941051e-05 0.0030622584402184294 -6.856693699914007e-06 -1.0222886874558116e-05
leaf_weight=131 44 148 106 29 46 31 36 25 203 267 36 58 60 293 26 223 88 29 30 39 41 287 29 33 28 388 67 31 58 27
leaf_count=131 44 148 106 29 46 31 36 25 203 267 36 58 60 293 26 223 88 29 30 39 41 287 29 33 28 388 67 31 58 27
internal_value=0.000548672 0.000183332 0.000570101 0.00260806 0.00353605 0.00569127 0.00808602 0.010807 0.000272726 0.000739765 0.00108498 0.00182906 -0.00149698 -0.00191422 0.00093655 0.00190783 0.00361991 0.00272432 0.000320699 0.00154696 -0.000927104 -0.00147319 0.00025352 0.00175824 0.00365517 0.00113753 0.000577319 2.49991e-05 0.00137778 0.000795454
internal_weight=2937 2629 2143 262 308 138 92 56 1881 1357 1154 233 486 442 1118 433 210 184 685 170 524 418 131 90 57 418 96 149 89 175
internal_count=2937 2629 2143 262 308 138 92 56 1881 1357 1154 233 486 442 1118 433 210 184 685 170 524 418 131 90 57 418 96 149 89 175
cat_boundaries=0 17 35 65 67 68 70 71 72 74 81 82
cat_threshold=268582914 0 67117056 10240 0 0 0 8192 0 268443696 0 0 144 0 0 0 1073741824 0 32 538181632 524804 34 134225920 0 0 33619968 134217728 0 256 8388608 0 0 0 0 768 16 0 4 0 0 1 0 0 0 0 0 2048 0 512 0 0 0 0 33554432 8192 128 0 4194304 0 0 0 64 0 524288 8192 0 26624 26 1073741953 8336 1084704 16818498 67248450 2 0 4 0 0 0 0 262144 205088
is_linear=0
shrinkage=0.04


Tree=414
num_leaves=31
num_cat=12
split_feature=7 8 9 2 7 8 2 6 2 2 12 2 3 17 2 6 3 2 12 2 12 2 1 2 3 2 2 12 2 2
split_gain=1.28976 0.804889 0.7138 0.809415 0.651368 0.603907 0.549138 0.528232 0.478263 0.780952 0.400343 0.528064 0.491728 0.535214 0.326949 0.318225 0.411832 0.367454 0.300654 0.279313 0.41634 0.745961 0.316785 0.262916 0.254285 0.24188 0.443838 0.371109 0.247383 0.323451
threshold=0 1 2 7.5000000000000009 3 4 101.50000000000001 5 21.500000000000004 9.5000000000000018 6 15.500000000000002 2001.5000000000002 7 595.00000000000011 8 2011.5000000000002 22.500000000000004 9 403.00000000000006 10 6.5000000000000009 5.5000000000000009 17.500000000000004 1992.5000000000002 61.500000000000007 89.500000000000014 11 29.500000000000004 43.500000000000007
decision_type=9 9 9 8 9 9 8 9 10 10 9 8 8 9 10 9 8 10 9 10 9 10 8 10 10 10 10 9 10 10
left_child=2 14 3 -1 18 8 10 -8 9 -6 12 -12 -7 -14 -2 -15 -17 -18 24 20 22 -22 -4 -13 -3 27 -27 -25 -29 -30
right_child=1 4 19 -5 5 6 7 -9 -10 -11 11 23 13 15 -16 16 17 -19 -20 -21 21 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=6.0432782418994279e-05 -6.4609256447557191e-05 1.9759564925773673e-06 3.3624063454674988e-05 -0.0004578802965161836 -2.0283722659549259e-06 0.00011826729798029732 8.4199340739525664e-05 -8.7554991303502061e-07 1.4782534778297095e-05 0.0026203666021822037 -4.4737920510949124e-05 0.00072045966710833299 -0.00011539121261036872 -2.874780470359502e-06 7.1877190569543317e-05 -0.0022563665287412891 0.00014113504830513447 9.5732218714478397e-05 -6.9799598610106064e-05 0.00013234248080892122 0.00016577344438616887 6.74049812361056e-05 -0.0001025424363451146 5.2721596798493578e-05 -0.00048915228925945696 4.0523545545794498e-05 -8.7038148366867283e-05 -0.00054192863475348893 2.0491252902315322e-05 -1.9066377064236537e-05
leaf_weight=26 303 134 117 80 27 34 108 138 47 35 400 38 133 186 26 26 145 33 193 25 48 118 51 122 25 85 41 95 98 65
leaf_count=26 303 134 117 80 27 34 108 138 47 35 400 38 133 186 26 26 145 33 193 25 48 118 51 122 25 85 41 95 98 65
internal_value=6.39351e-05 -0.000293565 0.00197479 -0.00088889 -1.44219e-05 0.000287091 9.78375e-05 0.00184615 0.00303333 0.0055873 -0.000189082 -0.000686912 0.000654929 0.000358778 -0.00210588 0.00109726 0.00215814 0.00294972 -0.00156474 0.00282162 0.0025791 0.0039322 0.000938547 0.00011743 -0.000211766 -0.000126234 0.00138583 -0.000629922 -0.00145725 -0.000560977
internal_weight=3002 2537 465 106 2208 1856 1747 246 109 62 1501 944 557 523 329 390 204 178 352 359 334 166 168 544 159 506 126 380 258 163
internal_count=3002 2537 465 106 2208 1856 1747 246 109 62 1501 944 557 523 329 390 204 178 352 359 334 166 168 544 159 506 126 380 258 163
cat_boundaries=0 18 45 47 65 94 95 97 98 99 100 101 102
cat_threshold=268582914 128 8192 10240 32 8194 0 536879104 33554432 48 0 128 16 0 0 0 1073741824 128 268435456 1048588 4 0 0 1 0 2147483648 0 0 0 0 8192 0 0 4096 0 0 33558528 10240 0 0 0 8 0 0 4 0 20608 1 0 0 2621440 0 134217728 33554432 268435456 65536 0 32768 256 0 268435456 0 0 4240 256 0 2 0 0 2147483648 0 0 0 0 32768 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 16384 64 0 524288 134 67126274 32 10 8 1082690 68166690 8288
is_linear=0
shrinkage=0.04


Tree=415
num_leaves=31
num_cat=13
split_feature=7 8 7 8 2 12 6 2 9 2 1 12 2 12 8 12 2 0 3 8 12 0 2 2 0 3 0 2 2 4
split_gain=1.15018 0.842063 0.522693 0.556626 0.47302 0.421459 0.666609 0.541568 0.591969 0.524302 0.613778 0.547904 0.397827 0.395392 0.345853 0.340398 0.508352 0.68795 0.317765 0.317688 0.31708 0.426709 0.565685 0.445886 0.495527 0.286991 0.302082 0.273313 0.257691 0.394059
threshold=0 1 2 3 535.00000000000011 4 5 1.5000000000000002 6 100.50000000000001 4.5000000000000009 7 12.500000000000002 8 9 10 44.500000000000007 18.500000000000004 2002.5000000000002 11 12 40.250000000000007 11.500000000000002 103.50000000000001 35.600000000000009 1998.5000000000002 15.500000000000002 6.5000000000000009 39.500000000000007 1188.0000000000002
decision_type=9 9 9 9 10 9 9 8 9 8 10 9 8 9 9 9 10 10 8 9 9 10 8 10 10 10 8 10 10 10
left_child=14 13 -3 -4 5 12 9 -8 28 11 -11 -7 -5 -2 15 -1 -17 -18 -10 -15 -20 22 -22 24 -24 26 -14 -16 29 -9
right_child=1 2 3 4 -6 6 7 8 18 10 -12 -13 25 19 27 16 17 -19 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.9466363381919907e-05 6.8562927812397588e-05 4.4923080900236993e-05 8.5213724766689466e-05 -0.00015327043667800585 3.8859185523078164e-05 -2.0061980463851214e-05 0.00041690276024161513 -2.6593520198760621e-06 -0.0005373137594668543 -0.00032037579182240394 0.00047185697044815569 0.0006910711582226981 2.4360118196949658e-05 1.6645491094603037e-05 -8.8517971831758222e-07 -2.6493630738504305e-05 -2.8045313729739489e-06 0.0018259589372346811 -8.8688247391874675e-05 -7.8421060107465893e-05 -5.1525302875243473e-05 0.00015982250639595509 -1.1234734926042366e-06 -1.2871706183830157e-05 3.1874410601779736e-05 5.2040778050757621e-05 -4.9828258008808591e-05 -0.00028382193975017711 0.00010350523828471744 0.00033576953268213248
leaf_weight=108 100 103 119 142 48 153 30 67 46 25 33 142 44 116 62 138 45 36 250 270 83 45 93 39 72 46 155 264 34 25
leaf_count=108 100 103 119 142 48 153 30 67 46 25 33 142 44 116 62 138 45 36 250 270 83 45 93 39 72 46 155 264 34 25
internal_value=-5.8624e-05 0.000366651 0.000766758 0.000585193 0.000373973 0.000251802 0.00063763 -2.01267e-05 -0.000233114 0.00205494 0.00555932 0.00141892 -0.000874373 -0.00109457 -0.0015241 -0.000556214 0.000365216 0.00287805 -0.000738655 -0.00167255 -0.000493998 0.00032653 -0.000236112 0.00089756 0.00180723 8.12999e-05 -0.000580001 -0.0024451 0.00216058 0.0012043
internal_weight=2933 2280 1794 1691 1572 1524 1137 784 754 353 58 295 387 486 653 327 219 81 628 386 582 332 287 204 165 245 199 326 126 92
internal_count=2933 2280 1794 1691 1572 1524 1137 784 754 353 58 295 387 486 653 327 219 81 628 386 582 332 287 204 165 245 199 326 126 92
cat_boundaries=0 18 48 60 86 88 89 91 92 93 116 117 124 125
cat_threshold=1 128 1677721600 524292 524290 134225922 33685504 268435456 0 0 0 0 0 268435456 0 0 0 256 0 2052 4 0 2147549184 0 262144 0 1 0 0 2048 10304 0 0 4096 0 0 33554432 0 2147484032 0 0 8 0 0 64 0 0 8192 131074 0 33562624 2048 0 0 0 0 0 8192 0 256 16 0 0 0 0 0 0 0 0 32768 0 0 0 1049088 0 0 0 0 0 0 0 0 0 0 0 32768 67282944 2 70 0 12288 1048642 75008 0 8 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 384 0 20971520 99616 0 4 0 0 0 0 262144 17907776
is_linear=0
shrinkage=0.04


Tree=416
num_leaves=31
num_cat=13
split_feature=7 7 8 2 9 2 3 3 15 8 2 11 9 8 15 2 2 2 6 11 2 2 2 1 2 3 13 2 2 3
split_gain=1.61634 0.801108 0.843897 0.884072 0.61476 0.541525 0.482607 1.178 0.422487 0.319874 0.741577 0.317215 0.424804 0.293133 0.374922 0.564856 0.427922 0.384435 0.275446 0.393 0.753106 0.442353 0.348236 0.235715 0.259489 0.235467 0.268568 0.44969 0.303406 0.216207
threshold=0 1 2 74.500000000000014 3 40.500000000000007 2009.5000000000002 2002.5000000000002 4 5 11.500000000000002 6 7 8 9 101.50000000000001 194.50000000000003 86.500000000000014 10 11 8.5000000000000018 17.500000000000004 7.5000000000000009 5.5000000000000009 12.500000000000002 2003.5000000000002 12 5.5000000000000009 17.500000000000004 2015.5000000000002
decision_type=9 9 9 10 9 8 10 10 9 9 10 9 9 9 9 10 10 10 9 9 10 10 10 8 8 8 9 10 10 10
left_child=6 -2 3 5 8 -3 7 18 -4 10 -6 -11 -13 -10 15 17 -17 25 -1 20 -20 -22 -21 24 -14 -15 28 -28 -27 -29
right_child=1 2 4 -5 9 -7 -8 -9 13 11 -12 12 23 14 -16 16 -18 -19 19 22 21 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-3.0457490652590962e-07 -0.00048903973901015388 4.1870124455540434e-05 1.0116759855876124e-05 0.00020267861769303661 0.00035179774684672855 -0.002262557442481568 -1.4148109102125809e-05 0.00012889617402755588 -4.8025212493981987e-05 -7.5718368132362914e-05 -0.00040668088471667088 -1.0344587738085076e-05 1.0217218079383791e-05 5.0473481295328315e-05 -2.9880058170910612e-05 0.00083906387456507425 1.6954417170314851e-05 -0.0021476089551277049 4.4779738734015018e-06 0.0003357269199379888 5.4183847000403123e-05 0.0001706525895887802 -2.5514141015127005e-05 -1.5763494064026436e-06 7.1773073699667278e-05 4.5233052035116903e-05 -0.00015868119191920935 0.00014533099629238628 -0.00052327911329289056 -6.1863206787087142e-05
leaf_weight=103 101 68 219 26 38 43 56 30 123 543 67 114 28 51 249 31 39 34 55 32 25 53 94 37 38 157 62 234 154 31
leaf_count=103 101 68 219 26 38 43 56 30 123 543 67 114 28 51 249 31 39 34 55 32 25 53 94 37 38 157 62 234 154 31
internal_value=0.000102179 -0.000299441 -0.000143514 0.00278378 -0.000334514 0.00139286 0.00228322 0.00282952 0.000189246 -0.00116438 0.000862068 -0.00145266 -0.000122808 -0.000119049 0.000106362 0.000532337 0.00394366 0.000204419 0.00218182 0.00282963 0.00436111 0.00718987 0.0009927 0.00164912 0.00322388 0.000411593 0.000200312 0.000982248 -0.000633541 0.00172932
internal_weight=2935 2487 2386 137 2249 111 448 392 1384 865 105 760 217 1165 1042 793 70 723 362 259 133 78 126 103 66 689 638 327 311 265
internal_count=2935 2487 2386 137 2249 111 448 392 1384 865 105 760 217 1165 1042 793 70 723 362 259 133 78 126 103 66 689 638 327 311 265
cat_boundaries=0 17 35 55 57 58 71 74 76 103 104 105 108 109
cat_threshold=268566529 128 1107304448 10240 524290 2 0 0 33554432 268443648 32768 256 16 268435456 0 32 1073741968 0 48 0 2097152 0 8192 0 0 0 1024 0 0 75497472 0 0 0 0 256 0 0 0 134217728 0 1 0 0 0 32768 0 2048 0 1536 0 0 0 0 0 8192 384 2080 2147483648 0 0 0 0 0 0 262144 0 0 0 0 131072 10240 16420 0 524288 0 28672 0 0 0 0 0 0 262144 2147483648 0 0 0 4 10240 0 0 0 0 0 0 0 0 0 0 0 0 0 64 201326592 26 16388 0 524288 2
is_linear=0
shrinkage=0.04


Tree=417
num_leaves=31
num_cat=11
split_feature=7 0 12 0 12 3 9 17 0 9 9 9 0 11 0 0 3 0 18 1 3 1 5 3 3 1 0 0 3 12
split_gain=1.17665 0.752859 0.706508 0.588264 0.686684 0.663296 0.535593 0.603781 0.583812 0.445715 0.363596 0.561363 0.336541 0.283645 0.281174 0.230149 0.201187 0.199224 0.190131 0.193038 0.179783 0.301245 0.168937 0.163163 0.137085 0.135886 0.126892 0.130825 0.120681 0.121687
threshold=0 47.750000000000007 1 45.425000000000004 2 2009.5000000000002 3 4 35.850000000000009 5 6 7 39.07500000000001 8 42.710000000000008 12.250000000000002 2002.5000000000002 33.175000000000004 9 4.5000000000000009 2019.5000000000002 5.5000000000000009 3.5000000000000004 2011.5000000000002 2010.5000000000002 5.5000000000000009 32.500000000000007 24.500000000000004 2001.5000000000002 10
decision_type=9 10 9 8 9 8 9 9 10 9 9 9 10 9 10 10 10 10 9 10 8 8 8 8 8 10 10 10 8 9
left_child=3 2 6 4 13 -6 -2 12 26 20 16 15 -8 24 18 -12 -4 -13 -15 -20 -10 -22 -14 -11 -1 -3 27 -9 -17 -30
right_child=1 25 10 -5 5 -7 7 8 9 23 11 17 22 14 -16 28 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.3714796211793702e-05 -3.3688531888530412e-05 2.8471798872221629e-05 -0.0002791343943612817 -0.0011685442709467727 0.00013750585592241428 6.5388822103791812e-05 -0.0020346707007789641 -3.2500883100500056e-06 0.00011238713963568297 5.2296350559748678e-05 -0.00010608374911206049 -9.1657708331481936e-05 5.4639031737995719e-06 -0.0009899693125687396 5.3336774019904843e-05 0.00018054890405811133 1.1870636977512646e-05 0.00024914077719728224 9.1277092119244945e-05 -0.00030224427707850339 8.2052160822594154e-05 0.00048837966065932948 -9.8838008876620499e-06 -3.8857432286960064e-05 2.5056039342768367e-05 6.586627568278477e-05 -0.0013570037666409901 0.0054957901020296386 -1.2481556891374608e-05 -3.9856210267731408e-05
leaf_weight=42 106 55 217 47 32 187 41 165 47 27 93 25 90 44 33 44 35 82 29 68 122 32 119 85 65 50 26 28 519 343
leaf_count=42 106 55 217 47 32 187 41 165 47 27 93 25 90 44 33 44 35 82 29 68 122 32 119 85 65 50 26 28 519 343
internal_value=0.000306312 -8.63684e-05 -0.000242102 0.00195699 0.00239521 0.00401739 0.000631812 0.000998738 0.00175322 0.00289172 -0.000812273 -0.00048702 -0.000613028 0.000945205 -8.64874e-05 -0.00078812 -0.0021597 0.00213559 -0.00087324 0.000122448 0.0039434 0.0048 1.90467e-05 0.000585365 0.00247458 0.00320755 0.000199999 0.0005567 -0.00059978 -0.00070452
internal_weight=2898 2351 2246 547 500 219 888 782 532 313 1358 1106 250 281 174 999 252 107 141 97 201 154 209 112 107 105 219 193 906 862
internal_count=2898 2351 2246 547 500 219 888 782 532 313 1358 1106 250 281 174 999 252 107 141 97 201 154 209 112 107 105 219 193 906 862
cat_boundaries=0 17 18 19 21 22 24 26 28 29 30 32
cat_threshold=268566531 145 8192 2099200 524288 8258 0 268443648 33554432 32 8192 128 144 0 0 32 4224 84936770 1198434 0 16400 26 0 14336 256 24624 0 6148 4 4 106496 34
is_linear=0
shrinkage=0.04


Tree=418
num_leaves=31
num_cat=11
split_feature=8 0 5 8 12 14 0 3 13 0 3 8 0 5 1 0 13 6 0 11 12 3 5 4 1 12 3 0 3 4
split_gain=1.24538 0.533231 0.522044 0.502852 0.472456 0.413363 0.59579 0.320609 0.300519 0.499012 0.385752 0.295078 0.277986 0.26898 0.268893 0.247459 0.197635 0.415587 0.249571 0.191649 0.283317 0.282615 0.244178 0.488071 0.48935 0.275835 0.278638 0.190527 0.23755 0.189736
threshold=0 27.750000000000004 4.5000000000000009 1 2 3 18.500000000000004 1971.5000000000002 4 43.675000000000004 2009.5000000000002 5 20.500000000000004 2.5000000000000004 4.5000000000000009 38.57500000000001 6 7 30.500000000000004 8 9 2012.5000000000002 1.0000000180025095e-35 481.00000000000006 4.5000000000000009 10 2006.5000000000002 27.250000000000004 1997.5000000000002 5368.5000000000009
decision_type=9 10 10 9 9 9 10 10 9 10 8 9 10 8 8 10 9 9 10 9 9 10 10 10 10 9 10 10 10 10
left_child=1 -1 4 7 11 6 -6 -3 10 -10 -5 12 -2 -12 -13 -14 27 18 -18 21 -21 22 23 24 -16 26 -26 -7 -29 -24
right_child=2 3 -4 8 5 16 -8 -9 9 -11 13 14 15 -15 19 -17 17 -19 -20 20 -22 -23 29 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00011832521421718748 0.00013132491417288162 6.2777866153964021e-05 1.6160950203381128e-05 8.3283634098156776e-05 -3.4810258920480868e-05 -2.8703529331282788e-05 0.00031698648423852027 5.0342691811481454e-06 0.0002145781271226299 -2.9365959958326986e-05 -0.0012717400941018859 -2.9600178535229712e-05 -0.00016749168150540614 2.1442641514673128e-06 0.00016685902042523019 3.1463834197908741e-05 -1.0976393591637328e-05 3.8351881060352903e-05 -0.00036042026834021053 -1.423048081425134e-05 5.2901116483308886e-06 -1.736453164875748e-05 -5.6054173667163396e-05 -0.0017973776243682446 3.6410035032466449e-05 -1.5457693065036281e-05 0.00013833398826155549 -0.00029240840569048199 -0.0001520427518662388 2.609904633713061e-05
leaf_weight=35 61 71 31 27 65 116 38 34 146 57 28 61 61 147 25 110 171 131 156 289 208 85 98 27 221 147 28 149 44 25
leaf_count=35 61 71 31 27 65 116 38 34 146 57 28 61 61 147 25 110 171 131 156 289 208 85 98 27 221 147 28 149 44 25
internal_value=0.000204631 0.00190647 -0.000198474 0.00227006 -0.000269315 -0.000998866 0.00129824 0.00465517 0.00149038 0.00256075 0.000338027 0.000175703 0.00144856 -0.00034091 -7.83683e-05 0.000674418 -0.00132134 -0.000750534 -0.00150296 5.89245e-05 -0.00052756 0.000503747 0.000832167 0.00126503 0.00160189 0.00124937 0.00201538 -0.0021125 -0.00294845 -0.000741936
internal_weight=2892 545 2347 510 2316 870 103 105 405 203 202 1446 232 175 1214 171 767 458 327 1153 497 656 571 448 421 396 249 309 193 123
internal_count=2892 545 2347 510 2316 870 103 105 405 203 202 1446 232 175 1214 171 767 458 327 1153 497 656 571 448 421 396 249 309 193 123
cat_boundaries=0 30 56 58 59 60 84 85 86 89 90 91
cat_threshold=16 2048 0 134217728 1073807360 0 262144 2147483648 0 32768 0 133120 0 512 268435456 0 0 0 33554432 2048 0 0 0 0 0 268484608 64 0 0 4096 0 0 0 134217728 1073741824 0 0 2147483648 0 0 0 0 0 0 268435456 0 0 0 0 0 0 0 0 0 0 268484608 16876610 34 145 12 0 12 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 4096 0 384 0 4194304 8 12 332 16388 0 524288 98370 65602
is_linear=0
shrinkage=0.04


Tree=419
num_leaves=31
num_cat=10
split_feature=0 8 12 2 12 8 5 11 17 12 2 2 8 2 3 1 3 0 2 2 6 2 1 2 2 0 6 0 2 0
split_gain=1.08364 0.705564 0.693332 0.628658 0.586381 0.546162 0.520927 0.64219 0.527934 0.507178 0.858341 0.471506 0.464005 0.592888 0.487231 0.382529 0.363717 0.353428 0.645639 0.558194 0.392966 0.332705 0.681086 0.539464 0.397837 0.289026 0.234629 0.256319 0.259491 0.289655
threshold=58.750000000000007 0 1 16.500000000000004 2 3 3.5000000000000004 4 5 6 49.500000000000007 7.5000000000000009 7 73.500000000000014 2016.5000000000002 5.5000000000000009 2009.5000000000002 42.250000000000007 15.500000000000002 122.50000000000001 8 40.500000000000007 5.5000000000000009 29.500000000000004 63.500000000000007 38.57500000000001 9 36.900000000000006 9.5000000000000018 44.07500000000001
decision_type=10 9 9 8 9 9 10 9 9 9 10 10 9 8 10 10 10 10 8 8 9 10 8 8 10 10 9 10 8 10
left_child=1 2 3 11 12 9 7 -7 -9 10 -6 -1 13 -3 15 16 26 19 -19 20 -10 22 23 -11 -23 -26 -14 -28 -29 -30
right_child=-2 4 -4 -5 5 6 -8 8 17 21 -12 -13 14 -15 -16 -17 -18 18 -20 -21 -22 24 -24 -25 25 -27 27 28 29 -31
leaf_value=6.6694678894738653e-05 0.00010390988949828241 -1.9508429307047055e-07 -7.2265435920278214e-05 5.2588058021497626e-05 -0.00021932707515434337 -0.00010632351374233748 2.9624231283449376e-05 -6.8527191520065272e-05 -3.0801668681060961e-05 1.5228714959881411e-05 0.0002731786281393307 -0.0011496805394512319 -2.0830248665309232e-05 0.00012767225189068895 0.00011324291735326273 -0.00025669279267608687 -0.0012632041624316679 0.00013271025383982556 -0.00016641611815884917 0.00012450523600862395 2.6559760621042975e-05 -0.00055936515254745929 9.6141137449300964e-05 8.2108843399557001e-05 2.1205541246302235e-06 0.00013972850615463675 5.2321126557402649e-05 9.6621438698178786e-05 -0.00013055214790733905 0.00011682489423887376
leaf_weight=57 25 74 230 162 70 125 28 122 244 111 30 72 363 33 49 131 43 48 48 107 226 48 62 42 49 42 77 50 90 32
leaf_count=57 25 74 230 162 70 125 28 122 244 111 30 72 363 33 49 131 43 48 48 107 226 48 62 42 49 42 77 50 90 32
internal_value=0.000332064 0.000258199 -0.00106015 0.000251655 0.000553715 0.00107006 0.000508862 0.000347447 0.00076923 0.00220215 -0.000360361 -0.00181539 -0.000218259 0.00213559 -0.000543736 -0.000792885 -0.000396342 0.00121053 0.00346392 0.00085121 0.000254776 0.00291507 0.00398148 0.00251948 0.00145714 0.003 -0.000143557 0.000784614 -4.62437e-05 -0.00104065
internal_weight=2890 2865 521 291 2344 1402 948 920 795 454 100 129 942 107 835 786 655 673 96 577 470 354 215 153 139 91 612 249 172 122
internal_count=2890 2865 521 291 2344 1402 948 920 795 454 100 129 942 107 835 786 655 673 96 577 470 354 215 153 139 91 612 249 172 122
cat_boundaries=0 30 31 32 58 61 62 63 82 83 84
cat_threshold=3489660944 0 0 0 0 0 524288 0 0 32768 0 33685504 8192 1048576 268435456 0 0 0 33554432 2048 2147484032 0 4194304 8 0 0 68 0 0 4096 16900162 17933344 0 4 0 0 0 1 0 2147483648 0 0 0 0 2048 512 0 0 0 0 0 0 0 0 16777216 0 0 49152 32800 0 524288 7 67240192 0 0 0 0 0 0 0 0 0 0 0 2052 0 0 0 4096 0 0 4096 86 138
is_linear=0
shrinkage=0.04


Tree=420
num_leaves=31
num_cat=16
split_feature=7 7 12 15 12 4 4 5 3 12 17 6 12 12 11 0 4 4 12 1 12 11 0 3 4 4 14 12 0 1
split_gain=1.93633 0.932572 0.730769 0.458986 0.782732 0.451962 0.634887 1.39586 0.615493 0.437405 0.508913 0.997562 0.388061 0.376678 0.349016 0.529065 0.335088 0.341468 0.311014 0.228008 0.206013 0.185596 0.319266 0.171581 0.207281 0.166262 0.193418 0.198352 0.176726 0.18602
threshold=0 1 2 3 4 680725000.00000012 355.00000000000006 10.500000000000002 1995.5000000000002 5 6 7 8 9 10 37.250000000000007 950.00000000000011 12000.000000000002 11 3.5000000000000004 12 13 14.500000000000002 1983.0000000000002 11.000000000000002 62.500000000000007 14 15 9.5000000000000018 5.5000000000000009
decision_type=9 9 9 9 9 10 10 8 10 9 9 9 9 9 9 10 10 10 9 10 9 9 10 10 10 10 9 9 10 8
left_child=2 18 -1 4 -3 6 7 -4 19 10 16 12 23 -13 15 -11 -5 -18 -2 -9 -17 -15 -23 24 -12 26 27 -16 -28 -30
right_child=1 3 5 9 -6 -7 -8 8 -10 14 11 13 -14 21 25 20 17 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=1.6837410306503447e-06 5.814428655860133e-07 -1.3327379272806739e-05 0.00010241864165075249 -0.00010406541800107488 0.0001120139424498028 0.00028263496809382438 -0.0006964300088141759 0.0001472330290089036 5.2973308512548281e-05 0.00021860927862864753 4.2727060744413859e-05 2.4159476017754548e-05 0.00010569446172262076 -0.0005843842675310241 -0.0010837191815330645 1.5159165868183055e-05 5.871190613346343e-05 -1.8698858405995126e-05 -0.00020628376247239737 -0.00032840709267227308 -7.7554883929670639e-05 -0.0010896355141549396 2.433951991080239e-05 -2.0452112344601371e-05 -1.0052347874989209e-07 -9.402787589515072e-05 -0.0010193486708946137 -4.5893374062194037e-05 4.7947017383296076e-05 -6.6667368267503505e-05
leaf_weight=125 116 124 29 210 196 39 26 27 67 44 52 188 145 101 110 118 34 53 429 56 163 30 110 50 25 49 31 112 33 58
leaf_count=125 116 124 29 210 196 39 26 27 67 44 52 188 145 101 110 118 34 53 429 56 163 30 110 50 25 49 31 112 33 58
internal_value=8.13274e-05 -0.000310186 0.00274737 8.59785e-05 0.00145015 0.00401569 0.00339806 0.00424444 0.00264901 -0.000176029 0.000364717 0.000949437 0.00279859 -0.000263637 -0.000921812 5.95229e-05 -0.001 0.00104545 -0.00176259 0.000333332 -0.000581561 -0.00128572 -0.000264902 0.000956521 0.00220513 -0.00171287 -0.00143768 -0.00209442 -6.01513e-05 0.000826086
internal_weight=2950 2581 369 2036 320 244 205 179 150 1716 998 701 272 429 718 325 297 87 545 83 281 241 140 127 77 393 344 222 122 91
internal_count=2950 2581 369 2036 320 244 205 179 150 1716 998 701 272 429 718 325 297 87 545 83 281 241 140 127 77 393 344 222 122 91
cat_boundaries=0 13 31 33 34 35 37 38 39 40 41 44 45 46 49 50 51
cat_threshold=268566531 268435456 33554432 0 0 134217728 0 8192 33556480 48 8192 128 128 0 16 1142169600 2621956 0 64 0 536870912 65536 134217728 0 0 0 268435456 0 0 1073741840 256 1057088 32 2281701376 16787746 16820546 2 26 386 16779266 16779266 4 1024 524288 17828128 66560 4 1024 524288 8192 1115168
is_linear=0
shrinkage=0.04


Tree=421
num_leaves=31
num_cat=9
split_feature=7 8 12 2 12 15 2 3 5 4 0 0 2 2 2 1 12 0 0 0 2 12 3 2 2 5 4 8 1 12
split_gain=1.7153 1.46449 1.21149 0.746933 0.519699 0.424373 0.387545 0.511771 0.363104 0.443638 0.540159 0.608331 0.361376 0.540691 0.333061 0.321229 0.290414 0.211458 0.188896 0.681458 0.280247 0.401612 0.426132 0.315344 0.208483 0.181147 0.403775 0.272987 0.321326 0.335553
threshold=0 1 2 5.5000000000000009 3 4 11.500000000000002 1998.5000000000002 10.500000000000002 5544455000.000001 39.07500000000001 35.600000000000009 83.500000000000014 65.500000000000014 535.00000000000011 6.5000000000000009 5 18.500000000000004 18.500000000000004 35.850000000000009 39.500000000000007 6 2021.5000000000002 16.500000000000004 16.500000000000004 1.5000000000000002 40797.000000000007 7 3.5000000000000004 8
decision_type=9 9 9 10 9 9 8 10 8 10 10 10 10 8 8 8 9 10 10 10 10 9 8 10 10 8 8 9 10 9
left_child=2 16 3 -1 5 12 -4 8 -8 10 11 -10 13 18 15 25 -2 -7 24 -20 21 22 23 -21 -3 26 -6 -27 -29 -30
right_child=1 4 6 -5 14 17 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=6.638635752310949e-05 -4.0525804900357007e-05 0.00021439840510940932 7.5125497363528912e-05 -9.0267274154229491e-05 -6.64716957636699e-06 -5.7646668082858956e-05 3.0593188299444203e-05 0.00011019076676856731 4.1880721082128397e-06 0.00016215608576828979 -0.00032618328401241495 0.00010378615553712415 -4.3140199322095894e-05 8.7218259912433065e-05 3.3562705433806511e-05 -0.00050498808524658426 -0.00047433419188332626 -9.8315758193330361e-06 0.00041443515551110036 8.3599391010164036e-05 0.00010146668325369035 -0.00042967722453008978 -2.853373848680717e-05 -0.00019319630093387984 -0.0001287662194432552 -7.6511515842145447e-05 0.00017695243435919211 4.8635000724853301e-05 5.4384678749566981e-05 -2.1633202246107431e-06
leaf_weight=42 136 25 57 81 26 112 29 41 49 30 90 29 79 43 98 48 211 386 40 52 36 105 114 30 90 118 42 66 381 247
leaf_count=42 136 25 57 81 26 112 29 41 49 30 90 29 79 43 98 48 211 386 40 52 36 105 114 30 90 118 42 66 381 247
internal_value=0.000473073 5.60888e-05 0.00271895 -0.000686568 0.000450441 -0.0001496 0.00398809 0.00344981 0.00268421 0.00205025 0.00123077 0.00364557 0.000550399 0.000932835 0.00109547 0.000869751 -0.00231285 -0.00100589 0.000551723 0.000984126 0.000390532 -1.3246e-05 0.00104348 0.00327711 -0.00086207 0.00104427 0.00301449 0.000875768 0.00116879 0.00090302
internal_weight=2933 2485 448 123 2138 1112 325 268 227 198 168 78 614 535 1026 928 347 498 492 377 337 301 196 82 115 880 68 812 694 628
internal_count=2933 2485 448 123 2138 1112 325 268 227 198 168 78 614 535 1026 928 347 498 492 377 337 301 196 82 115 880 68 812 694 628
cat_boundaries=0 18 45 47 49 50 52 54 84 85
cat_threshold=16384 128 570425344 2099200 524290 134217794 0 268443648 33554432 16 0 0 144 0 0 0 1073746064 128 268435456 12 4 0 2147483648 0 0 0 1 0 0 33554432 10240 0 0 0 0 0 33554432 0 256 0 0 8 0 16384 64 1146912 2 67248450 32 209715200 65888 32 67108866 32 0 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 4096 0 128 0 0 0 0 0 0 0 0 4096 1146912
is_linear=0
shrinkage=0.04


Tree=422
num_leaves=31
num_cat=8
split_feature=7 7 0 3 3 15 5 0 0 17 0 4 4 11 3 7 0 6 3 3 4 1 3 3 11 0 1 4 5 3
split_gain=1.05256 0.814515 0.586636 0.54688 0.418725 0.372257 0.367437 0.349687 0.318043 0.292835 0.449189 0.244843 0.201004 0.197692 0.903851 0.333907 0.398829 0.227349 0.37222 0.239811 0.218574 0.256746 0.263274 0.52704 0.382376 0.209171 0.538523 0.302115 0.393154 0.165465
threshold=0 1 42.710000000000008 2004.5000000000002 2019.5000000000002 2 10.500000000000002 9.5000000000000018 36.900000000000006 3 47.750000000000007 1868495000.0000002 52809240000.000008 4 1992.5000000000002 5 15.500000000000002 6 2015.5000000000002 1997.5000000000002 12000.000000000002 2.5000000000000004 2003.5000000000002 1999.5000000000002 7 36.400000000000006 5.5000000000000009 6050.0000000000009 1.5000000000000002 1983.0000000000002
decision_type=9 9 10 8 8 9 8 10 10 9 10 10 8 9 10 9 10 9 8 10 10 10 10 10 9 10 8 8 8 10
left_child=3 29 5 -1 -5 -3 -6 -7 -8 10 12 -11 -4 14 -9 16 -15 18 19 -17 21 -19 23 24 -23 -20 27 -27 -29 -2
right_child=1 2 9 4 6 7 8 13 -10 11 -12 -13 -14 15 -16 17 -18 20 25 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00077625336099746106 -2.1281290997836469e-05 3.6473468678641017e-05 -3.6834505436815299e-05 0.00016187385360629683 3.0766327088480809e-05 -0.0027644565010777251 8.3082353538696638e-05 -2.0767874156035761e-06 1.3374316811318634e-05 5.6532621587075214e-05 3.0446250092419602e-05 0.00018369757846394566 -0.0013879557081379421 7.4655983429103515e-05 8.1880295193980637e-05 0.00060456751160676561 -5.9010812535569223e-05 7.5499953442302042e-05 -1.7940836883291051e-05 -0.00015126525429192967 -0.00021390334390770173 1.0778616610256121e-05 -9.7720782838974491e-05 2.6037647240981607e-05 -0.00031642442522614801 -0.00047999207379822133 1.891659590316802e-05 0.00096069121501190483 2.8156138878080984e-05 -0.00096900007951727658
leaf_weight=29 187 100 36 35 59 33 94 82 131 165 35 30 32 65 25 27 207 98 82 60 67 585 161 29 135 27 37 26 187 76
leaf_count=29 187 100 36 35 59 33 94 82 131 165 35 30 32 65 25 27 207 98 82 60 67 585 161 29 135 27 37 26 187 76
internal_value=0.000554535 0.000270249 0.000510674 0.00258496 0.0031375 0.000269419 0.00261053 0.000137859 0.00185841 0.00216722 0.000245613 0.00300971 -0.00162319 0.000210415 0.00179661 0.000104212 -0.00115901 0.000336814 0.00108534 -0.00122727 1.84153e-05 0.000166501 -4.39087e-05 0.000271999 5.54775e-05 0.00167778 0.00220144 0.00149377 0.002 -0.00179562
internal_weight=2942 2594 2331 348 319 2033 284 1933 225 298 103 195 68 1900 107 1793 272 1521 446 87 1075 1008 910 749 720 359 277 240 213 263
internal_count=2942 2594 2331 348 319 2033 284 1933 225 298 103 195 68 1900 107 1793 272 1521 446 87 1075 1008 910 749 720 359 277 240 213 263
cat_boundaries=0 18 36 37 38 40 51 52 53
cat_threshold=16386 0 0 10240 0 134225984 0 268443648 33554432 8192 8192 0 128 0 0 0 1073745936 128 268435456 49 1056768 524292 0 0 33554432 0 0 0 32 2097152 0 0 0 32 0 256 2621440 25 16384 2147549184 0 128 1073741824 0 32 0 131072 0 0 0 32768 258 36
is_linear=0
shrinkage=0.04


Tree=423
num_leaves=31
num_cat=13
split_feature=7 8 0 12 11 0 8 12 2 2 2 12 9 2 1 2 9 15 6 2 2 12 2 2 12 2 2 4 0 2
split_gain=1.40469 1.17851 0.702984 0.557574 0.561303 0.550668 0.508021 0.467457 0.46518 0.372707 0.368943 0.315412 0.327404 0.40038 0.283635 0.329263 0.269587 0.325011 0.280895 0.585925 0.689072 0.446991 0.397163 0.345965 0.263179 0.309819 0.287425 0.263052 0.259706 0.249801
threshold=0 1 25.500000000000004 2 3 44.07500000000001 4 5 2178.5000000000005 29.500000000000004 65.500000000000014 6 7 63.500000000000007 4.5000000000000009 11.500000000000002 8 9 10 23.500000000000004 15.500000000000002 11 3.5000000000000004 9.5000000000000018 12 68.500000000000014 136.50000000000003 29019565000.000004 39.07500000000001 41.500000000000007
decision_type=9 9 8 9 9 10 9 9 8 10 8 9 9 10 10 8 9 9 9 10 10 9 10 10 9 10 8 8 10 10
left_child=2 -2 -1 4 5 11 -5 9 28 -4 16 12 -3 29 27 -16 -8 -18 21 20 22 23 -20 -19 26 -26 -12 -6 -9 -14
right_child=1 3 7 6 14 -7 10 8 -10 -11 24 -13 13 -15 15 -17 17 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00011379181856092924 -0.0001438896866394598 -6.734507291832173e-05 0.00014529932187834447 0.00010749782706980369 -8.3077432707057137e-06 7.8547037551090321e-05 -0.00012668462524624942 -8.9979364034746819e-05 6.0122785140076798e-05 2.1888135750600669e-05 9.3952069545608094e-05 -3.1621191547193892e-05 1.2129242572356914e-05 5.7193523418937749e-05 1.5807260241479382e-06 -0.00078673885951994235 3.8039341639853681e-05 -0.00017759154934203082 0.00086767247157848437 -0.00067202763358089419 0.0005378351193099692 -0.00038141748172406141 -6.4301241954767333e-06 0.00012907371534733595 7.4729023862144722e-06 -4.3262866490666626e-05 4.2543292705283482e-05 2.1678751598813543e-05 3.1491821721818872e-05 -0.00053472557503015923
leaf_weight=28 228 105 85 102 52 47 161 72 52 51 53 253 233 51 46 162 129 28 25 79 51 158 149 78 44 79 63 76 147 31
leaf_count=28 228 105 85 102 52 47 161 72 52 51 53 253 233 51 46 162 129 28 25 79 51 158 149 78 44 79 63 76 147 31
internal_value=0.000400136 2.72645e-05 0.00246637 0.000308913 -0.000359888 0.000273597 0.000895867 0.00208823 0.000978722 0.00391837 0.000624548 -1.78051e-05 0.000649651 0.00128834 -0.001683 -0.00264115 0.000242141 0.00058192 0.000151985 0.000965078 0.0020354 -0.000785455 0.000822856 0.00116239 0.00201667 0.000507462 0.00327559 -0.000248063 0.000199999 0.000694339
internal_weight=2918 2483 435 2255 1056 720 1199 407 271 136 1097 673 420 315 336 208 858 697 568 304 225 264 174 106 239 123 116 128 219 264
internal_count=2918 2483 435 2255 1056 720 1199 407 271 136 1097 673 420 315 336 208 858 697 568 304 225 264 174 106 239 123 116 128 219 264
cat_boundaries=0 17 46 48 50 73 74 76 78 80 81 82 83 84
cat_threshold=2 128 0 2107392 524288 134217794 0 8192 33554432 268443648 8192 0 144 268435456 0 32 4112 0 12 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 256 0 0 8 0 0 68 0 524288 16786466 32 36 1536 0 2048 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 0 0 0 4194304 24578 2 32 0 180 1 16388 2149580800 28 67307520 164160
is_linear=0
shrinkage=0.04


Tree=424
num_leaves=31
num_cat=14
split_feature=7 0 12 7 8 2 0 12 4 18 2 7 12 2 6 12 2 13 12 6 2 11 2 4 4 3 0 3 0 0
split_gain=1.65842 1.13912 0.887319 0.685854 0.669234 0.588642 0.50904 0.803752 0.488058 0.468409 0.457249 0.44972 0.553277 0.438089 0.419324 0.392277 0.456232 0.385948 0.847896 0.333627 0.325885 0.320316 0.496258 0.318194 0.512778 0.307147 0.398705 0.289734 0.277217 0.270284
threshold=0 31.500000000000004 1 2 3 3.5000000000000004 40.675000000000004 4 14831265000.000002 5 10.500000000000002 6 7 15.500000000000002 8 9 5.5000000000000009 10 11 12 15.500000000000002 13 59.500000000000007 12000.000000000002 1104.0000000000002 1989.5000000000002 39.07500000000001 2023.5000000000002 35.850000000000009 45.425000000000004
decision_type=9 10 9 9 9 10 10 9 8 9 10 9 9 8 9 9 10 9 9 9 10 9 10 10 10 10 10 8 10 10
left_child=1 -1 13 -2 -5 6 7 28 23 -9 -4 12 -10 -3 17 27 -17 -13 25 -14 -21 22 -20 24 -7 26 -19 -16 -6 -8
right_child=3 2 10 4 5 8 29 9 11 -11 -12 14 19 -15 15 16 -18 18 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023323917484023508 -0.0002366084830288424 9.2026289883111564e-05 -8.6380189473373998e-05 5.7372080085707447e-05 2.557445608136857e-05 -0.00022512120999699178 0.00011116521608303514 0.00025947352196327569 -3.9137538432290779e-05 -7.4584285230656629e-05 4.2614877987749184e-05 -4.1027132903531447e-05 0.00013130690137949769 5.9005311199857857e-05 -0.00013990302369897559 -0.001492798384611515 0.00010038597699497432 0.00045523943454505724 -1.327316589439628e-05 3.1165350618728994e-05 -0.00013448918823462066 -6.148879451647383e-05 1.7270826346285617e-05 -4.6266841075921922e-05 6.9762950682310571e-05 -0.00049146896562710552 -3.4062105935644107e-05 4.396218716864105e-06 0.00055823220877380042 4.3906896701080036e-05
leaf_weight=45 113 25 95 190 55 147 40 48 115 137 85 375 227 85 81 32 232 59 70 40 67 179 31 71 56 25 28 112 52 28
leaf_count=45 113 25 95 190 55 147 40 48 115 137 85 375 227 85 81 32 232 59 70 40 67 179 31 71 56 25 28 112 52 28
internal_value=0.000577053 0.00317919 0.00233677 0.000228919 0.00037161 0.000177738 0.00166205 0.000928327 -9.65102e-05 -0.000714287 0.000418847 0.000160095 0.00122609 0.00495868 -0.000239677 0.000709401 0.00168727 -0.000807199 7.94035e-05 0.00204058 0.000101694 -0.00109966 0.000678571 -0.00165818 -0.000843138 0.00286179 0.00422727 -0.00064706 0.00349152 0.00475362
internal_weight=2945 335 290 2610 2497 2307 360 292 1947 185 180 1673 449 110 1224 457 264 767 392 334 107 280 101 274 203 112 87 193 107 68
internal_count=2945 335 290 2610 2497 2307 360 292 1947 185 180 1673 449 110 1224 457 264 767 392 334 107 280 101 274 203 112 87 193 107 68
cat_boundaries=0 18 19 37 66 67 68 78 80 81 82 83 85 86 88
cat_threshold=16384 16 33554432 8192 65536 66 0 8192 33554432 8192 40992 0 144 0 0 32 1073746048 128 8258 1 32 262144 2097664 0 0 0 0 0 134217728 0 256 0 0 0 0 0 256 0 0 0 0 65536 1 0 0 0 32768 0 2048 0 512 268435456 0 0 0 0 2048 0 0 0 0 0 0 0 0 524288 17940544 4 131074 1 1073741824 2048 0 0 131072 536870912 2048 32 34816 32 268 16926754 2 67648 32 138 4 1024
is_linear=0
shrinkage=0.04


Tree=425
num_leaves=31
num_cat=10
split_feature=7 7 8 2 8 11 3 12 17 4 0 2 0 12 2 1 14 2 0 2 2 0 4 4 4 1 2 8 2 2
split_gain=1.57607 0.54601 0.807872 0.615779 0.507394 0.353862 0.517615 0.477377 0.40767 0.352857 0.328498 0.325103 0.518361 0.320189 0.394927 0.305658 0.281273 0.356716 0.335467 0.270519 0.536387 0.492034 0.277301 0.358617 0.252365 0.334486 0.247585 0.242314 0.37161 0.347477
threshold=0 1 2 321.00000000000006 3 4 1997.5000000000002 5 6 12415638000.000002 33.175000000000004 47.500000000000007 30.500000000000004 7 8.5000000000000018 4.5000000000000009 8 39.500000000000007 35.850000000000009 455.00000000000006 365.00000000000006 37.250000000000007 2350.0000000000005 199.50000000000003 11633120000.000002 5.5000000000000009 22.500000000000004 9 44.500000000000007 64.500000000000014
decision_type=9 9 9 8 9 9 10 9 9 8 8 10 8 9 10 10 9 10 8 10 8 10 10 10 8 10 10 9 10 10
left_child=9 13 3 15 -4 6 10 8 -7 26 -6 12 -11 -2 -15 -3 -9 18 -18 20 22 -22 23 27 -17 -26 -1 28 -10 -29
right_child=1 2 4 -5 5 7 -8 16 19 11 -12 -13 -14 14 -16 24 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-4.6943856958696524e-05 6.6054269997564814e-06 -2.9804409305721895e-05 -0.000124115397854933 0.00065349613781476605 0.00020313714873775322 -4.1469821826364298e-05 4.8384409814664249e-05 -1.856947606092648e-05 6.887421163018067e-05 4.6679846754019106e-05 -0.0013600731509528252 4.3597989262894485e-05 6.567241530275836e-05 1.1221192259563365e-05 -0.00039883652943626454 -7.235823613943338e-05 7.137181586078009e-05 0.00010486060045761315 -1.1510545988730967e-05 -2.6977077638463593e-05 0.00012932148326140117 6.8244363466482625e-05 -0.0001377491498523161 5.6906394661734764e-05 0.00012768647322194027 -1.4111769157009152e-05 6.8265231797163615e-05 1.6598777327645224e-05 5.4214947714500375e-05 -1.6112204888870746e-05
leaf_weight=38 104 42 101 25 37 122 28 825 115 34 37 71 211 59 199 26 46 25 77 29 32 25 31 29 110 25 28 320 41 79
leaf_count=38 104 42 101 25 37 122 28 825 115 34 37 71 211 59 199 26 46 25 77 29 32 25 31 29 110 25 28 320 41 79
internal_value=0.000469716 0.00010923 0.00034495 0.00254393 8.15911e-05 0.000234677 0.00240708 9.73981e-05 0.000800958 0.00282952 0.000853332 0.00345741 0.00414634 -0.00130831 -0.00205205 0.00190196 -0.000500001 0.0010566 0.000225806 0.00117416 0.00135513 0.00503448 0.00100649 0.00120342 0.00269136 0.00338235 0.000238805 0.000971222 0.0022515 0.000399999
internal_weight=2971 2589 2227 228 1999 1898 102 1796 823 382 74 316 245 362 258 203 973 148 123 701 672 57 615 584 161 135 66 555 156 399
internal_count=2971 2589 2227 228 1999 1898 102 1796 823 382 74 316 245 362 258 203 973 148 123 701 672 57 615 584 161 135 66 555 156 399
cat_boundaries=0 17 35 64 91 93 94 95 96 97 120
cat_threshold=147459 0 0 8192 0 134225986 0 8192 33554432 8240 8192 0 144 0 0 0 1073745920 0 16 1073750016 524804 2 0 0 536870912 65536 0 32 0 0 0 0 0 0 256 16 0 0 0 0 0 0 0 0 32768 0 2048 0 512 0 0 0 0 33554432 0 128 0 4194304 0 0 0 0 0 524288 268435456 2048 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 0 8 0 0 4 16384 2148532224 85084194 8 1067010 8336 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=426
num_leaves=31
num_cat=10
split_feature=8 12 3 2 0 14 12 8 8 3 3 2 0 9 11 2 5 9 2 4 3 2 0 3 2 2 4 2 12 2
split_gain=1.00668 1.02572 0.564968 0.498201 0.541174 0.484522 0.369303 0.625553 0.487724 0.404636 0.43903 0.641678 0.362463 0.360595 0.34827 0.469583 0.425354 0.381758 0.554647 0.652236 0.473237 0.350721 0.319058 0.324525 0.363145 0.315559 0.28482 0.284373 0.24863 0.247931
threshold=0 1 2003.5000000000002 14.500000000000002 40.250000000000007 2 3 4 5 2010.5000000000002 2006.5000000000002 30.500000000000004 31.500000000000004 6 7 9.5000000000000018 1.5000000000000002 8 20.500000000000004 850.00000000000011 2001.5000000000002 55.500000000000007 18.500000000000004 2004.5000000000002 43.500000000000007 9.5000000000000018 1868495000.0000002 29.500000000000004 9 31.500000000000004
decision_type=9 9 10 10 10 9 9 9 9 8 10 8 10 9 9 10 8 9 10 8 10 10 10 10 10 10 8 10 9 10
left_child=1 3 26 -1 -5 -2 8 28 12 10 11 -10 -7 -11 15 -9 -16 18 19 -18 -21 -17 -20 24 29 -22 -3 -14 -8 -24
right_child=5 2 -4 4 -6 6 7 14 9 13 -12 -13 27 -15 16 21 17 -19 22 20 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.9474613583413497e-05 -1.4929534911856787e-05 -2.6554690257462513e-06 -9.5493244312449217e-06 0.00016062860182100916 -0.00043906671462462938 0.00022592522201661817 -1.4167732699511137e-05 4.6782034405103807e-05 7.950284332977377e-05 -1.1982321319522313e-05 0.00010449045985642716 -0.00053032033726370105 -0.00031987649404251661 1.856705117007829e-05 5.9290349232889159e-05 -0.00043676800026227781 0.00024455382886158294 -3.5195881032405008e-05 -1.9672977777824133e-06 -7.4455786455800417e-05 -1.992800406348081e-05 6.4387125331621904e-05 8.1168847212208692e-05 -8.6440478961402439e-06 2.6488449946439612e-05 0.0011543389569763488 7.3458495530912406e-05 0.00010829294617058933 -0.00053386752306809723 9.4835427481697944e-05
leaf_weight=93 199 26 37 45 26 36 117 29 64 246 29 55 35 417 39 46 25 277 175 296 34 35 43 31 126 25 207 32 110 25
leaf_count=93 199 26 37 45 26 36 117 29 64 246 29 55 35 417 39 46 25 277 175 296 34 35 43 31 126 25 207 32 110 25
internal_value=0.000456222 0.00221124 0.00370107 -0.000320001 0.00216667 0.000147046 0.000310432 -9.14137e-05 0.000934053 0.000579074 0.0024698 0.00136667 0.00340351 0.00016265 0.000276088 0.00231405 5.05862e-05 -0.00010208 0.000353981 -0.000734909 -0.00117978 0.000926828 0.00139651 0.00238938 0.00299487 0.00206667 0.0045641 0.00194118 -0.00196639 0.00533333
internal_weight=2980 434 270 164 71 2546 2347 1433 914 811 148 119 103 663 1206 110 1096 1057 780 380 355 81 400 225 194 59 233 67 227 68
internal_count=2980 434 270 164 71 2546 2347 1433 914 811 148 119 103 663 1206 110 1096 1057 780 380 355 81 400 225 194 59 233 67 227 68
cat_boundaries=0 30 32 33 34 63 89 91 94 96 98
cat_threshold=16 2 0 134217728 1073807360 0 0 0 1 32768 0 133124 64 1049088 268435456 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 12288 67207200 32 131088 16778338 1073741824 8 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 4096 0 256 0 0 0 0 16384 0 0 524288 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 384 0 0 0 0 16384 256 20500 49152 0 524288 1073741824 2208 67207168 32
is_linear=0
shrinkage=0.04


Tree=427
num_leaves=31
num_cat=11
split_feature=7 12 2 12 7 2 8 11 3 15 2 0 2 2 11 12 12 2 2 2 3 3 3 4 0 15 2 2 2 3
split_gain=1.57477 0.687915 0.766553 0.588091 0.56955 0.577953 0.511215 0.456538 0.414559 0.357348 0.510701 0.497008 0.354456 0.472188 0.300784 0.415202 0.336737 0.383794 0.741485 0.412649 0.618833 0.397782 0.308313 0.275912 0.263366 0.262241 0.476093 0.248936 0.473574 0.378113
threshold=0 1 99.000000000000014 2 3 3391.0000000000005 4 5 1993.5000000000002 6 9.5000000000000018 38.20000000000001 69.500000000000014 23.500000000000004 7 8 9 136.50000000000003 18.500000000000004 52.500000000000007 1976.5000000000002 2017.5000000000002 1984.5000000000002 353375000.00000006 42.960000000000008 10 84.500000000000014 67.500000000000014 26.500000000000004 1975.5000000000002
decision_type=9 9 10 9 9 8 9 9 10 9 8 10 10 8 9 9 9 10 10 10 10 8 10 10 10 9 10 8 10 10
left_child=3 2 7 -1 25 6 -6 8 -2 10 -5 -11 13 -13 15 -8 17 18 21 20 -20 -16 -17 -7 -18 26 -3 28 -12 -30
right_child=1 4 -4 9 5 23 14 -9 -10 11 27 12 -14 -15 16 22 24 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.3566861461689206e-07 1.4163959346599011e-06 -7.6084494742215686e-05 0.0001319877398103514 0.00021355800025876209 1.4761405219320182e-05 6.4102104051595428e-05 -0.0011606702808087197 0.00013744957710662596 -0.00024723711071060396 6.3168393878794654e-05 -0.0014176174965837161 6.1157097994128543e-05 3.9628686991847687e-05 5.4634636539610293e-05 0.00088914497533070067 2.6312788550000603e-06 -9.2120720415318918e-06 -0.00041463939095752884 0.00018389307821504582 5.760203617793239e-06 -3.5510641323711148e-05 -3.4100533073647435e-05 -0.0016473193065706529 -0.00032161200945718383 0.00010413203431557748 -0.00013553407924092495 9.3999150129224311e-05 -5.6516171164978835e-06 3.7362847962499777e-05 8.7307754566881891e-06
leaf_weight=115 93 232 50 41 100 112 140 175 45 97 62 64 28 53 43 177 575 36 52 42 26 157 29 27 86 121 30 41 27 25
leaf_count=115 93 232 50 41 100 112 140 175 45 97 62 64 28 53 43 177 575 36 52 42 26 157 29 27 86 121 30 41 27 25
internal_value=0.000563748 0.000105128 0.00167914 0.00246099 -0.000190382 0.00014383 -9.01649e-05 0.000980891 -0.000751679 0.00313586 0.00162319 0.00423715 0.00589041 0.00484746 -0.000299855 -0.00129972 5.05827e-05 0.00102452 0.00149533 0.00396694 0.00567089 -9.4893e-10 -0.0001106 0.0026 -0.000482144 -0.0015533 -0.000761906 0.000641025 0.0016 0.00437736
internal_weight=2901 2348 363 553 1985 1602 1463 313 138 438 196 242 145 117 1363 346 1017 356 320 120 78 200 206 139 661 383 262 155 114 52
internal_count=2901 2348 363 553 1985 1602 1463 313 138 438 196 242 145 117 1363 346 1017 356 320 120 78 200 206 139 661 383 262 155 114 52
cat_boundaries=0 17 18 19 37 64 66 67 70 72 74 75
cat_threshold=16386 144 0 2099200 589856 8258 0 268443648 33619968 8192 32768 0 16 0 0 0 1073745920 16793664 84953088 131072 0 1073741824 524288 0 0 131072 536870912 0 0 8224 0 0 0 0 32 16 384 0 0 0 0 2147549184 1 0 0 0 0 0 2048 2048 0 0 0 0 0 0 0 0 0 0 0 0 16384 64 4 1024 67108864 16416 2147483648 524288 68158466 32 34080 32 69206016
is_linear=0
shrinkage=0.04


Tree=428
num_leaves=31
num_cat=10
split_feature=8 12 2 3 1 14 2 2 8 4 12 3 3 2 6 4 2 8 4 2 2 2 2 2 6 3 2 2 9 12
split_gain=1.27872 2.03726 0.83569 0.764905 0.74579 0.506261 0.575955 0.476959 0.469951 0.434649 0.421654 0.835442 0.693599 0.597404 0.399293 0.397489 0.824351 0.338984 0.40968 0.338633 0.326906 0.321239 0.305411 0.325034 0.259042 0.275372 0.329301 0.256799 0.48723 0.338651
threshold=0 1 25.500000000000004 2008.5000000000002 5.5000000000000009 2 66.500000000000014 37.500000000000007 3 575.00000000000011 4 2001.5000000000002 2015.5000000000002 24.500000000000004 5 8747595000.0000019 35.500000000000007 6 7049.5000000000009 65.500000000000014 99.000000000000014 108.50000000000001 64.500000000000014 41.500000000000007 7 2009.5000000000002 17.500000000000004 49.500000000000007 8 9
decision_type=9 9 8 8 8 9 8 10 9 8 9 8 10 10 9 8 8 9 8 8 8 10 8 10 9 10 10 10 9 9
left_child=1 3 -3 -1 7 6 -2 -4 -7 -10 11 13 14 -11 19 -5 -17 -13 -19 -12 -18 -9 23 24 25 26 -20 28 -16 -30
right_child=5 2 4 15 -6 8 -8 21 9 10 12 17 -14 -15 27 16 20 18 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00022510772158995884 -1.4690928747621225e-05 -0.00010190621898888154 0.00016732128222372121 4.8723284810913841e-05 -1.8058659482681777e-05 -0.00013952568697386434 8.5010585508567968e-05 8.5103677508027226e-08 -9.5724597219239916e-05 0.00032314230734566471 -8.6467773694503291e-05 1.823355982836826e-05 7.0215967097444422e-05 4.6944049213519263e-05 -7.8984803556169658e-05 0.00010172292289670612 6.4594387397544958e-06 0.0010278087698353758 4.5884917729428364e-05 1.284603585729821e-05 0.0001256588781235805 7.7437601760002204e-05 -5.837650735535178e-05 1.6115687906111445e-05 -1.6329860230372631e-05 -4.6845740241082301e-05 0.00015856921541532339 -2.1581485540869736e-05 -0.00052450256956144015 9.1935025969301437e-05
leaf_weight=33 42 196 48 37 86 214 78 81 117 25 132 184 68 39 100 76 37 27 68 55 41 57 108 35 223 25 33 200 124 387
leaf_count=33 42 196 48 37 86 214 78 81 117 25 132 184 68 39 100 76 37 27 68 55 41 57 108 35 223 25 33 200 124 387
internal_value=0.000489082 0.00198008 0.000434237 0.0050383 0.00187546 2.78858e-05 0.00244275 0.00329412 -0.000117702 8.15901e-05 0.000233369 0.000940873 -0.000282266 0.00529231 -0.000552554 0.00622917 0.00712258 0.000551135 7.54624e-06 -0.00216162 0.0041519 0.00207194 -0.000259636 0.000270129 -0.000102858 0.00128467 0.00231372 -0.000150853 0.000254901 0.00075862
internal_weight=2976 692 468 224 272 2284 120 186 2164 1950 1833 767 1066 64 998 191 154 703 519 187 78 138 492 384 349 126 101 811 611 511
internal_count=2976 692 468 224 272 2284 120 186 2164 1950 1833 767 1066 64 998 191 154 703 519 187 78 138 492 384 349 126 101 811 611 511
cat_boundaries=0 30 31 32 62 64 65 88 89 91 92
cat_threshold=16 2058 0 134217728 0 1 0 2147483648 1 32768 0 2048 2112 512 268435456 0 0 0 33558528 10242 128 524288 4194304 8 0 0 0 0 0 8192 16777282 129 268435456 0 0 0 65536 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 2147483904 0 0 0 0 0 0 0 128 4096 67243010 32 20 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 82 0 180 33024
is_linear=0
shrinkage=0.04


Tree=429
num_leaves=31
num_cat=13
split_feature=7 8 3 12 11 0 8 12 7 2 2 2 8 12 11 3 12 9 2 2 0 3 2 2 7 2 2 3 2 2
split_gain=1.47657 0.727235 0.62664 0.529652 0.396915 0.481245 0.472766 0.374854 0.727382 0.651098 0.445439 0.410734 0.31243 0.470359 0.302845 0.307995 0.309717 0.40195 0.3022 0.310536 0.294307 0.377992 0.687111 0.415102 0.294176 0.868894 0.574696 0.300638 0.378462 0.297938
threshold=0 1 2005.5000000000002 2 3 15.500000000000002 4 5 6 19.500000000000004 23.500000000000004 22.500000000000004 7 8 9 2011.5000000000002 10 11 9.5000000000000018 49.500000000000007 40.250000000000007 2018.5000000000002 24.500000000000004 67.500000000000014 12 8.5000000000000018 3.5000000000000004 1999.5000000000002 13.500000000000002 25.500000000000004
decision_type=9 9 8 9 9 10 9 9 9 10 10 8 9 9 9 8 9 9 10 10 10 8 10 10 9 8 10 10 8 8
left_child=2 3 -1 24 5 -5 -6 9 10 -4 11 -9 -3 -14 18 -16 -17 -18 -15 -20 21 -19 -23 -24 26 -26 -2 28 -27 -30
right_child=1 12 7 4 6 -7 -8 8 -10 -11 -12 -13 13 14 15 16 17 20 19 -21 -22 22 23 -25 25 27 -28 -29 29 -31
leaf_value=0.00012689405649278344 0.00026399228321691818 -8.7523195806212087e-05 -3.5262736173731718e-05 5.4922443805688379e-06 -4.0647068504847708e-05 -0.00016535192394836643 5.8786891444555281e-05 -4.2809180583577059e-05 4.5402679626913812e-05 0.00011543125265081769 -0.00023642543173527542 7.338495635606628e-05 5.3486512661541971e-05 0.00013581831145562703 -0.0001183625179556066 -6.3222243300686088e-05 -2.6175568695379809e-05 0.00091922548513103373 -0.00029216654060932701 6.5615254409112363e-05 0.00012453782841052494 -3.661043263234409e-05 0.00015955342391522391 -1.5016328530838974e-05 -3.9932314741556592e-05 0.00086310758924917691 -5.3095073701239263e-05 0.00040276670399317109 -0.00011859504043466706 7.51253508027815e-05
leaf_weight=62 28 117 75 138 106 130 163 57 136 54 51 32 251 26 193 227 167 41 53 33 62 263 67 47 41 26 134 25 34 85
leaf_count=62 28 117 75 138 106 130 163 57 136 54 51 32 251 26 193 227 167 41 53 33 62 263 67 47 41 26 134 25 34 85
internal_value=0.000418461 2.10687e-05 0.00245188 0.000912051 9.48896e-05 -0.000974911 0.00115714 0.00192118 0.00270383 2.85705e-05 0.0005298 0.00226667 -0.000505778 -0.000333103 -0.000668909 -0.000879407 -0.000566858 -0.000103344 0.00123577 0.000183907 0.000488797 0.000114558 -0.000285715 0.00229565 0.00205208 0.00304504 0.000647398 0.00444444 0.00369863 0.0027
internal_weight=2924 2457 467 910 537 268 269 405 276 129 140 89 1547 1430 1179 1067 874 647 112 86 480 418 377 114 373 211 162 170 145 119
internal_count=2924 2457 467 910 537 268 269 405 276 129 140 89 1547 1430 1179 1067 874 647 112 86 480 418 377 114 373 211 162 170 145 119
cat_boundaries=0 17 46 47 50 64 66 83 109 110 113 114 116 128
cat_threshold=268435459 268435584 33554432 2048 65568 134217730 0 8192 33554432 268435488 40960 0 0 268435456 0 32 1073745920 1073741824 2052 0 0 2147483648 0 0 2147483648 0 32768 0 131076 8192 512 0 4096 0 0 4096 0 0 0 16777216 0 0 0 64 0 524288 68403264 16416 0 524288 0 4 0 0 2147483648 0 0 2147483648 0 0 0 131072 8192 512 68192288 32 2 128 0 2048 0 0 0 0 33554432 32 0 0 0 268435456 0 0 4096 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 4194304 0 0 1073758208 83903744 49152 0 524288 165920 0 20480 0 0 67108864 4 0 0 0 131072 65536 0 0 128
is_linear=0
shrinkage=0.04


Tree=430
num_leaves=31
num_cat=7
split_feature=7 1 12 8 7 12 2 0 4 4 4 5 2 2 0 2 2 4 9 4 2 3 3 2 2 12 1 0 0 2
split_gain=2.14022 1.28211 0.927546 0.755084 0.804 0.783854 0.53392 0.531361 0.837158 0.402227 0.40749 0.477423 0.525621 0.777723 0.473827 0.593548 0.977688 0.382589 0.470216 0.462191 0.456048 0.425058 0.623372 0.513995 0.445599 0.527808 0.406041 0.38217 0.395279 0.409566
threshold=0 4.5000000000000009 1 2 3 4 321.00000000000006 38.57500000000001 12093950000.000002 5544455000.000001 141.00000000000003 1.5000000000000002 5.5000000000000009 11.500000000000002 40.250000000000007 301.00000000000006 478.50000000000006 12000.000000000002 5 8.0000000000000018 2.5000000000000004 1999.5000000000002 2003.5000000000002 12.500000000000002 68.500000000000014 6 3.5000000000000004 29.500000000000004 40.250000000000007 23.500000000000004
decision_type=9 8 9 9 9 9 10 10 8 10 10 8 8 8 10 8 10 10 9 10 10 8 8 10 10 9 10 10 10 10
left_child=1 -1 -3 7 -5 -6 17 -2 -9 10 11 -4 -13 -14 15 -15 -17 18 19 21 -20 -7 -23 -24 25 -25 -27 -22 29 -29
right_child=3 2 9 4 5 6 -8 8 -10 -11 -12 12 13 14 -16 16 -18 -19 20 -21 27 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00064363722957397741 -9.856246451674268e-05 -7.6995049958767934e-05 6.0203232179813616e-05 -0.00058992004031580524 -2.0329278422101361e-05 -0.0011627822987283255 9.7560140212990193e-05 -5.2707682439795811e-05 9.7285772462864535e-05 0.0001211148544763066 -0.00011823627851929477 -0.00054372560184609673 0.00012056041226798429 3.2170267733825722e-05 -0.00041905656979950598 0.00027290763438219686 4.3445436676855437e-05 -0.00058525928356394693 0.00019857366689182953 -0.0001598195122503468 -0.0016910637505229758 0.0001945144178287439 -1.903525902321194e-05 9.8595592048777232e-05 -8.0496309878917363e-05 7.1171106018137005e-05 4.024609325905503e-06 4.1684052526353597e-05 -0.00086663397771565183 0.00019525897154667221
leaf_weight=33 47 104 25 211 328 54 40 51 111 31 64 36 33 147 51 26 42 65 46 78 34 32 389 139 147 50 305 132 29 61
leaf_count=33 47 104 25 211 328 54 40 51 111 31 64 36 33 147 51 26 42 65 46 78 34 32 389 139 147 50 305 132 29 61
internal_value=0.000515295 0.00264013 0.00222143 -3.22043e-05 -0.000260345 2.06091e-06 0.000369726 0.0022 0.0033865 0.00296137 0.00269176 0.0032133 0.00279762 0.00334667 0.00260674 0.00342592 0.00649275 0.00025352 0.000384769 1.99161e-05 0.00176358 0.000229184 0.000406396 0.000232783 0.000928348 0.00150303 0.000601092 0.00115175 0.00175785 0.00241237
internal_weight=2941 592 559 2349 2140 1929 1601 209 162 455 424 360 335 299 266 215 68 1561 1496 1194 302 1116 1062 1030 641 494 355 256 222 193
internal_count=2941 592 559 2349 2140 1929 1601 209 162 455 424 360 335 299 266 215 68 1561 1496 1194 302 1116 1062 1030 641 494 355 256 222 193
cat_boundaries=0 17 18 45 63 64 66 67
cat_threshold=268566530 128 67117056 2105344 2 8192 0 8192 33556480 8208 8192 0 0 0 0 32 1073745936 1246240 16 2048 0 0 2147549184 0 0 0 0 32768 0 0 0 512 0 0 0 0 0 0 0 0 4194304 0 0 0 64 1 32 1611923456 0 524288 2048 0 805306368 0 0 32 256 0 0 0 0 128 256 10304 0 18484 17957890
is_linear=0
shrinkage=0.04


Tree=431
num_leaves=31
num_cat=10
split_feature=7 15 18 7 12 2 12 2 12 4 2 2 12 13 1 2 5 12 1 2 2 2 2 2 2 2 2 1 2 2
split_gain=1.68349 0.425315 0.544714 0.425516 0.408816 0.432112 0.364525 0.346565 0.469022 0.380321 0.572553 0.5606 0.350522 0.36633 0.322105 0.90621 0.544164 0.49048 0.288758 0.356171 0.320808 0.295018 0.307968 0.287058 0.284353 0.236078 0.471937 0.24136 0.231595 0.398441
threshold=0 1 2 3 4 19.500000000000004 5 18.500000000000004 6 38266465000.000008 253.50000000000003 101.50000000000001 7 8 5.5000000000000009 38.500000000000007 2.5000000000000004 9 4.5000000000000009 34.500000000000007 321.00000000000006 136.50000000000003 44.500000000000007 10.500000000000002 92.500000000000014 106.50000000000001 52.500000000000007 2.5000000000000004 86.500000000000014 66.500000000000014
decision_type=9 9 9 9 9 10 9 8 9 8 10 8 9 9 10 8 8 9 10 10 10 10 10 8 10 8 10 10 10 10
left_child=14 2 -2 4 5 -3 -5 12 18 -10 11 24 13 -8 16 -16 -1 23 -9 -20 21 22 -21 -18 -11 26 27 -19 29 -24
right_child=1 3 -4 6 -6 -7 7 8 9 10 -12 -13 -14 -15 15 -17 17 25 19 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0003852307169609043 0.00010388309060044415 0.00025455738702582912 1.055537955549985e-05 -1.6417132414936833e-05 -0.00012267210817670188 -1.0906765098882506e-05 -2.4395028960600233e-06 -0.00018684363789364379 -2.6808366951236268e-05 5.7110846803294159e-06 -0.000100872720318308 9.3760055329116285e-05 1.2904722677433175e-05 -0.00019515690404774168 8.2408637178049175e-05 -8.338667079233527e-06 2.1759588067772825e-05 -4.149184338371701e-05 0.00010759549176032864 -0.00014608173456381957 4.2089392597024561e-05 -0.001998495250156647 1.603691912985249e-05 -0.00013737029630583915 -0.0026673726062841048 0.00010091731305671184 -3.9651032446654599e-05 0.00012753723794748116 -2.0776147470277518e-05 8.8115288175098292e-05
leaf_weight=33 34 44 141 374 133 60 183 61 95 292 42 87 376 149 43 37 32 27 119 46 36 33 50 81 25 65 32 120 40 27
leaf_count=33 34 44 141 374 133 60 183 61 95 292 42 87 376 149 43 37 32 27 119 46 36 33 50 81 25 65 32 120 40 27
internal_value=0.000415352 -1.13923e-05 0.00182796 -0.000161192 -0.00172581 0.000208695 2.93246e-05 0.000284688 0.000784066 -7.24731e-06 0.000483221 0.000948147 -0.00038364 -0.00130612 0.00257796 0.00493827 0.00214834 0.00260335 0.00177778 0.00226136 0.00133905 0.000690354 0.00139024 0.000225806 0.000163521 0.0035451 0.00291111 0.00386486 0.00247458 0.00374359
internal_weight=2917 2447 175 2272 237 104 2035 1661 953 541 446 404 708 332 470 80 390 357 412 351 232 196 163 113 317 244 179 147 117 77
internal_count=2917 2447 175 2272 237 104 2035 1661 953 541 446 404 708 332 470 80 390 357 412 351 232 196 163 113 317 244 179 147 117 77
cat_boundaries=0 17 18 19 37 38 40 41 43 44 46
cat_threshold=268582915 129 33554432 10240 0 134217728 0 268435456 33554432 8192 8192 256 16 268435456 0 0 1073745920 136839168 4 0 268435456 1141899264 2621952 2 64 0 0 0 0 32800 0 0 0 0 0 0 384 133442 149760 2 16819296 42080 32 2 1179744 32
is_linear=0
shrinkage=0.04


Tree=432
num_leaves=31
num_cat=14
split_feature=7 12 9 8 12 1 1 5 12 0 0 12 5 13 3 0 15 3 0 6 6 6 3 0 5 5 12 0 8 0
split_gain=1.51074 0.658869 0.657697 0.685302 0.676795 0.55199 0.524776 0.408531 0.326146 0.292972 0.576598 0.290061 0.267884 0.334494 0.369869 0.329847 0.246666 0.238935 0.238124 0.231199 0.218591 0.211995 0.196221 0.255877 0.185807 0.179893 0.170298 0.290077 0.212268 0.305596
threshold=0 1 2 3 4 2.5000000000000004 4.5000000000000009 3.5000000000000004 5 39.07500000000001 42.710000000000008 6 3.5000000000000004 7 1998.5000000000002 42.710000000000008 8 2017.5000000000002 40.250000000000007 9 10 11 2007.5000000000002 36.400000000000006 1.0000000180025095e-35 1.5000000000000002 12 42.710000000000008 13 18.500000000000004
decision_type=9 9 9 9 9 10 10 8 9 10 10 9 8 9 10 10 9 10 10 9 9 9 10 8 10 8 9 10 9 10
left_child=1 12 11 4 7 -6 -3 -4 16 -8 -11 20 -1 14 -14 -15 19 21 -7 -5 -2 24 23 -22 -10 -18 -23 28 29 -28
right_child=2 6 3 8 5 18 9 -9 17 10 -12 -13 13 15 -16 -17 25 -19 -20 -21 22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.3967139180510414e-05 -1.3367874251610617e-05 0.0022841302857593798 3.453519695268335e-05 -0.001158663578676412 -0.0001175756588595934 6.2943826552571216e-05 -0.0013308717618952645 -4.788270507804847e-05 4.2344808094655542e-05 2.8191147460656826e-05 -0.00060724820084330315 -0.00010939480511419333 5.0576308308744676e-05 3.5385783303786743e-05 0.00018653323835306635 0.00017544391763805572 -7.2040164557612565e-06 -8.7553082277559528e-05 0.00016125413486850075 7.0482997081455819e-05 0.010498887726841584 -4.9661078764666933e-05 3.6102013074205131e-05 -2.5797051280675886e-06 -1.5852199611503166e-05 0.00015893952864961863 -6.2538619830766533e-06 0.00015120903126953592 -3.5567144130069879e-05 0.00021342346098875603
leaf_weight=61 147 37 25 151 27 208 51 107 142 57 29 242 71 100 45 32 44 67 47 102 26 255 25 112 45 159 173 39 227 73
leaf_count=61 147 37 25 151 27 208 51 107 142 57 29 242 71 100 45 32 44 67 47 102 26 255 25 112 45 159 173 39 227 73
internal_value=0.00038811 0.00240486 -2.11908e-05 0.000334384 0.00175059 0.00283959 0.000345945 -0.000615385 -7.25816e-05 -0.00078261 0.000643677 -0.00122203 0.0035125 0.00420883 0.00579527 0.00218182 0.000805138 -0.000468993 0.00351562 -4.54555e-05 -0.000373833 -0.000309949 0.000620689 5.7553e-05 0.000868686 0.00181308 -0.000601543 -0.000168261 -0.000447258 0.00037354
internal_weight=2926 483 2443 1891 414 282 174 132 1477 137 86 552 309 248 116 132 456 1021 255 253 310 954 163 138 187 203 767 512 473 246
internal_count=2926 483 2443 1891 414 282 174 132 1477 137 86 552 309 248 116 132 456 1021 255 253 310 954 163 138 187 203 767 512 473 246
cat_boundaries=0 17 19 21 51 52 53 54 55 56 57 58 59 61 84
cat_threshold=268566531 128 0 2048 65536 8192 0 0 33556480 48 32768 256 16 0 0 0 1073745920 172098 32 128 16532 0 2052 0 0 2147483648 0 0 0 0 0 0 133124 0 512 0 0 0 0 0 0 384 0 4194304 0 0 0 0 0 0 4096 68157474 16990272 188706 10 68157440 392 216 208 67117058 2 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=433
num_leaves=31
num_cat=12
split_feature=7 8 12 7 12 0 6 3 2 9 2 3 3 2 2 2 2 2 0 2 8 12 9 1 2 2 6 0 0 6
split_gain=1.43037 1.07755 0.587102 0.575527 0.56413 0.53027 0.527574 0.84412 0.495372 0.463573 0.433771 1.06322 0.452339 0.390326 0.377672 0.37708 0.407914 0.371007 0.293752 0.256924 0.253111 0.287566 0.469314 0.488395 0.470424 0.391375 0.313241 0.278441 0.636112 0.286901
threshold=0 1 2 3 4 47.750000000000007 5 2010.5000000000002 47.500000000000007 6 15.500000000000002 2017.5000000000002 1999.5000000000002 15.500000000000002 100.50000000000001 17.500000000000004 56.500000000000007 48.500000000000007 39.07500000000001 14.500000000000002 7 8 9 5.5000000000000009 99.000000000000014 105.50000000000001 10 14.500000000000002 15.500000000000002 11
decision_type=9 9 9 9 9 10 9 8 8 9 10 8 10 10 8 10 10 10 10 8 9 9 9 8 10 10 9 10 10 9
left_child=5 2 15 19 6 -1 8 -8 -5 13 11 -11 18 -4 -9 -2 -17 -15 -12 -3 -6 22 -22 25 -25 27 -23 -24 -29 -30
right_child=1 3 9 4 20 -7 7 14 -10 10 12 -13 -14 17 -16 16 -18 -19 -20 -21 21 26 23 24 -26 -27 -28 28 29 -31
leaf_value=-2.2158228739761009e-05 -0.0012892436535688969 7.1359518457788337e-06 -5.7313447709980646e-05 -0.00031857315338577652 -7.7838520326791767e-05 5.0523847263778285e-05 0.00025507580437009522 4.3868479318143181e-05 8.3287544079707574e-05 0.00015451653727510968 1.1322539512878916e-05 0.00015984410951053817 -6.0663196244882776e-05 9.2601369106817705e-05 -1.508213692901815e-05 0.00053864214076936739 -5.2964944692240528e-05 2.6791480324481804e-06 6.39363246838004e-05 7.9560905783713934e-05 -7.1147531172495882e-05 1.5500819758772403e-05 -0.00022101112482261466 6.5952124483220411e-05 -1.9468032483160869e-06 0.00013713697008927066 -3.195984734320741e-05 0.00020617821370380512 6.0208912935490204e-06 -0.00014428702053441585
leaf_weight=518 48 30 93 77 104 33 37 242 27 25 26 105 33 40 43 25 31 30 48 76 111 157 31 131 25 34 383 62 102 215
leaf_count=518 48 30 93 77 104 33 37 242 27 25 26 105 33 40 43 25 31 30 48 76 111 157 31 131 25 34 383 62 102 215
internal_value=0.000173971 0.000597834 0.00222136 0.000153845 -2.45545e-05 -0.00164413 0.00122654 0.00201802 -0.00118261 0.00291971 0.00408064 0.00580153 0.00233333 0.00108046 0.00132867 -0.000486957 0.00168421 0.00338028 0.00405333 0.00287179 -0.000424598 -0.000256736 0.000271467 0.00072013 0.00264968 5.39316e-05 -0.00094374 -0.000291972 1.05254e-05 -0.000716982
internal_weight=2942 2391 504 1887 1781 551 426 322 104 400 237 130 107 163 285 104 56 70 74 106 1355 1251 711 600 156 444 540 410 379 317
internal_count=2942 2391 504 1887 1781 551 426 322 104 400 237 130 107 163 285 104 56 70 74 106 1355 1251 711 600 156 444 540 410 379 317
cat_boundaries=0 18 48 50 67 69 70 72 99 101 103 104 105
cat_threshold=16385 0 67379200 2097668 34 8192 33554432 8192 65536 134217744 32 0 0 0 67108864 32 16 384 16 2058 0 134217728 2147549184 1 262144 2147483648 1 32768 0 133124 0 0 268435456 0 0 0 0 2048 0 0 4194304 0 0 49152 0 0 0 12288 66816 32 268435456 16 0 2048 0 64 0 0 0 32 8192 0 128 0 0 0 128 67133504 2 86 0 20528 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 33554432 0 128 0 0 8 0 0 64 163874 32 1 8352 70 84
is_linear=0
shrinkage=0.04


Tree=434
num_leaves=31
num_cat=10
split_feature=7 15 7 12 0 8 3 2 2 12 4 0 4 3 12 2 3 12 2 12 9 2 0 3 2 2 0 2 2 2
split_gain=1.6925 0.957651 0.876416 0.645404 0.636688 0.627593 0.647996 0.517302 0.513283 0.495806 0.500157 0.480549 0.449149 0.514322 0.734024 0.450921 0.43386 0.422068 0.386924 0.358785 0.321136 0.282743 0.276861 0.260009 0.251448 0.57258 0.248834 0.417548 0.795911 0.344444
threshold=0 1 2 3 36.900000000000006 4 2002.5000000000002 108.50000000000001 84.500000000000014 5 6050.0000000000009 35.250000000000007 237200.00000000003 2020.5000000000002 6 99.000000000000014 1997.5000000000002 7 114.50000000000001 8 9 7.5000000000000009 21.500000000000004 2003.5000000000002 39.500000000000007 64.500000000000014 44.07500000000001 5.5000000000000009 14.500000000000002 8.5000000000000018
decision_type=9 9 9 9 10 9 8 10 8 9 8 10 10 8 9 10 10 9 8 9 9 8 10 10 8 8 10 10 10 10
left_child=4 8 3 -3 -1 17 16 -6 -2 22 -11 19 13 -13 18 20 -7 -4 26 -12 -16 -22 -8 -21 -19 -26 27 -15 29 -29
right_child=1 2 5 -5 7 6 9 -9 -10 10 11 12 -14 14 15 -17 -18 24 -20 23 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00096872829723178983 0.00068750632696923744 -4.8294084755364616e-07 -0.00072025053846459406 -0.00016234239176171172 7.6875756111421953e-05 5.6331328552651475e-05 -1.4339834758871046e-06 5.248524794090273e-05 3.0267113806375338e-05 -1.5623955678549293e-05 -0.0003111024612940197 -8.6301936133830609e-06 -6.0502625211107588e-05 -8.3479652168101645e-05 -4.783599171716266e-05 5.8268387935865396e-05 0.00029288740145752947 -6.6252912728886993e-05 0.00013606384776478691 4.498295551360806e-05 -0.00012707454739669275 5.0343406879965086e-05 -0.00012750238778993708 -0.00039451915076944041 9.6217076287864647e-05 -6.8647032346540409e-06 0.00013817400390052104 3.5715102185158873e-05 1.0768531864573542e-06 0.0018069861557545052
leaf_weight=26 58 162 142 210 160 68 37 26 57 134 227 182 26 57 191 41 46 221 47 242 42 113 70 32 40 118 26 27 69 35
leaf_count=26 58 162 142 210 160 68 37 26 57 134 227 182 26 57 191 41 46 221 47 242 42 113 70 32 40 118 26 27 69 35
internal_value=0.00020184 -7.32342e-05 -0.000237004 -0.00200522 0.00355157 6.59527e-05 0.000436447 0.00286631 0.00333333 0.000230143 0.000423434 0.000656847 0.0012322 0.00139591 0.00192296 0.000733667 0.00333913 -0.00113534 0.0035147 -0.000326694 0.000276656 0.00156626 -0.00227119 0.000645613 -0.000400001 0.00080503 0.00290232 0.00237037 0.00360606 0.00685714
internal_weight=2932 2720 2605 372 212 2233 1712 186 115 1598 1491 1357 856 830 648 387 114 521 261 501 346 155 107 274 379 158 214 188 131 62
internal_count=2932 2720 2605 372 212 2233 1712 186 115 1598 1491 1357 856 830 648 387 114 521 261 501 346 155 107 274 379 158 214 188 131 62
cat_boundaries=0 14 16 34 35 62 63 64 65 66 68
cat_threshold=268451842 0 0 8192 0 134217728 0 8192 33554432 268443648 8192 256 0 268435456 134742016 1 0 0 1141899264 516 32 10242 33554432 268435456 0 134217728 32 0 0 0 0 0 4096 384 67127618 1073741840 8 4 0 0 1 262144 0 0 0 0 0 0 512 0 4096 0 0 33554432 0 384 0 0 8 0 1073758208 68 67110912 17842242 1146912 16892224 0 6160
is_linear=0
shrinkage=0.04


Tree=435
num_leaves=31
num_cat=10
split_feature=7 7 8 11 3 2 0 8 2 4 7 2 3 2 2 4 0 0 17 2 13 2 7 13 2 3 2 2 0 0
split_gain=2.41989 0.742144 0.685801 0.607692 0.573054 0.451338 1.15944 0.582099 0.434214 0.382188 0.360553 0.356626 0.321058 0.378744 0.293866 0.289905 0.401936 0.541182 0.343075 0.36677 0.770564 0.328995 0.301164 0.295282 0.277601 0.293312 0.275069 0.31655 0.265734 0.232714
threshold=0 1 2 3 2010.5000000000002 321.00000000000006 35.600000000000009 4 147.50000000000003 925740000.00000012 5 595.00000000000011 1995.5000000000002 6.5000000000000009 455.00000000000006 11633120000.000002 42.960000000000008 47.750000000000007 6 23.500000000000004 7 103.50000000000001 8 9 16.500000000000004 2002.5000000000002 15.500000000000002 8.5000000000000018 18.500000000000004 18.500000000000004
decision_type=9 9 9 9 10 10 10 9 8 10 9 10 10 8 8 8 10 10 9 8 9 10 9 9 10 10 8 10 10 10
left_child=4 -2 14 -4 9 7 -7 8 -5 12 24 -8 13 -1 -3 26 18 -18 -17 20 22 23 28 -21 -9 -26 27 -12 -20 -15
right_child=1 2 3 5 -6 6 11 10 -10 -11 15 -13 -14 29 -16 16 17 -19 19 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.0306654490907577e-05 -2.8688947866291242e-05 -4.348935299384069e-05 -1.360972042731683e-05 4.1237064986561324e-05 -5.0511660683985792e-06 -0.00075731324059553798 2.1140452495568969e-05 -0.000155848696091212 6.1193463361433961e-05 0.00019106498197255057 -0.0001476769714328191 7.6624934260714192e-05 9.861866846440599e-05 3.365434773207435e-05 2.7964196882946329e-05 -0.00019673429252313284 0.00010073515300054391 -2.118009350681472e-06 2.5017198635204664e-05 9.2563230753186634e-05 -0.00012344988715116549 -0.00020286955375022078 9.0446550944710258e-05 1.5843423725649864e-05 2.6558317077644239e-06 -0.00034925425107505632 -0.00032120510425382776 0.0011870265918957751 -0.0024903648923323986 4.0781531544650033e-05
leaf_weight=38 108 302 280 181 32 34 25 92 34 28 51 36 58 25 25 100 42 41 79 188 211 62 197 254 135 30 79 32 29 130
leaf_count=38 108 302 280 181 32 34 25 92 34 28 51 36 58 25 25 100 42 41 79 188 211 62 197 254 135 30 79 32 29 130
internal_value=0.000191956 -0.000206171 -6.11774e-05 0.000194331 0.00346584 0.00044879 0.003125 0.000311207 0.00221239 0.00415714 4.40897e-05 0.0063871 0.00363492 0.00282474 -0.00173965 0.000305232 0.000521594 0.00319048 0.000321141 0.000543161 -0.000201161 0.00131485 0.00107595 0.00169752 -0.00129851 -0.000361447 -0.00127607 0.000333332 -0.000605043 0.00192308
internal_weight=2958 2647 2539 2212 311 1932 95 1837 215 279 1622 61 251 193 327 1365 1203 83 1120 1020 516 504 305 442 257 165 162 83 108 155
internal_count=2958 2647 2539 2212 311 1932 95 1837 215 279 1622 61 251 193 327 1365 1203 83 1120 1020 516 504 305 442 257 165 162 83 108 155
cat_boundaries=0 17 35 64 67 97 114 115 116 124 125
cat_threshold=268582914 268435456 33554432 10240 524288 8256 0 0 0 268435488 40960 0 144 0 0 0 1073741952 0 0 536870912 512 0 2 33554432 8192 0 16 0 0 268435456 0 0 32 0 256 1342177280 8 0 0 0 1 0 0 0 0 0 4 10240 0 0 0 0 0 33554432 8192 0 0 0 8 0 0 68 0 524288 67108864 2147484672 524289 16 0 0 134217728 0 0 262144 2147483648 0 0 0 133120 0 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 0 8192 0 128 67108864 2097156 34 0 0 0 65536 0 0 0 0 0 0 0 4096 50 2 0 0 0 0 0 0 131072 131072 12
is_linear=0
shrinkage=0.04


Tree=436
num_leaves=31
num_cat=10
split_feature=7 7 2 12 7 4 0 11 11 17 2 2 2 7 12 2 0 2 6 2 2 2 2 2 2 2 2 2 2 3
split_gain=1.76778 0.673133 0.662359 0.534691 0.719799 0.803532 0.442644 0.465204 0.356509 0.487666 0.787012 0.354899 0.350295 0.326588 0.328976 0.322299 0.313923 0.429722 0.29829 0.352298 0.33747 0.272971 0.318626 0.270343 0.251476 0.446769 0.23667 0.231888 0.230202 0.223539
threshold=0 1 5.5000000000000009 2 3 9530980000.0000019 15.500000000000002 4 5 6 14.500000000000002 3.5000000000000004 2.5000000000000004 7 8 77.500000000000014 42.250000000000007 365.00000000000006 9 29.500000000000004 80.500000000000014 74.500000000000014 39.500000000000007 78.500000000000014 49.500000000000007 37.500000000000007 11.500000000000002 105.50000000000001 20.500000000000004 2010.5000000000002
decision_type=9 9 10 9 9 8 8 9 9 9 10 8 10 9 9 8 10 10 9 10 10 10 10 8 10 10 10 10 10 8
left_child=2 -2 -1 4 5 -3 23 27 12 10 -10 -9 -5 -13 15 26 17 -4 19 29 -21 22 -11 24 25 28 -15 -8 -6 -16
right_child=1 3 16 8 6 -7 7 11 9 21 -12 13 -14 14 18 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.4978145749491847e-05 -7.6934450156673431e-05 -0.00014961474824758624 4.459033168780363e-06 -0.00077053169435291433 0.00014970098183320397 0.00010577164450104646 7.9309167642021679e-05 1.024935115974743e-05 -1.765773148255216e-05 -3.9005006229081511e-05 0.00081842489995742119 -0.00019986482836884778 8.8421909673243778e-06 4.4979751560416187e-05 -0.00058227041678865889 8.3031031063395818e-05 0.00013832805685851235 2.6565630433152914e-05 -1.5575746962019713e-05 0.0003944138341740009 -0.0002775966092242313 -0.0001056293165488853 1.5726624966548695e-05 3.5178093258659443e-05 -0.00038267132827627396 0.0015247914660837026 -9.5923152657782624e-05 2.6818193148476677e-05 -0.00098770898235599875 -1.016665150581888e-05
leaf_weight=60 211 37 111 25 65 219 137 104 90 308 35 110 246 29 27 36 37 28 405 45 26 127 79 29 25 31 39 25 37 170
leaf_count=60 211 37 111 25 65 219 137 104 90 308 35 110 246 29 27 36 37 28 405 45 26 127 79 29 25 31 39 25 37 170
internal_value=0.000226133 -6.89159e-05 0.00346559 0.000117599 0.00055756 0.00245693 0.000177645 -0.000114386 -0.000651467 -0.00116308 0.00102941 -0.000443115 0.000553191 -0.000707208 -0.000390864 0.0016 0.00235028 0.00145714 -0.000719299 0.000315411 0.00272222 -0.00170667 -0.00120619 0.00197872 0.00130818 0.002 0.000115941 0.00180347 0.000699028 -0.000545455
internal_weight=2953 2717 236 2506 1596 256 1340 1153 910 639 125 991 271 887 777 104 176 139 673 268 71 514 387 187 158 133 68 162 102 197
internal_count=2953 2717 236 2506 1596 256 1340 1153 910 639 125 991 271 887 777 104 176 139 673 268 71 514 387 187 158 133 68 162 102 197
cat_boundaries=0 17 35 36 53 56 58 59 67 68 69
cat_threshold=268566530 0 33554432 0 524288 134225920 0 0 0 8208 32768 0 144 268435456 0 0 16 1 0 0 524292 0 0 0 0 0 0 8192 128 268435456 0 0 32 128 256 1156194 0 1 0 0 0 0 0 268435456 33622016 32 0 0 0 0 0 0 4096 49152 512 524288 32 2147483648 40 0 128 536870912 2097152 32 0 0 537001984 1057792 208
is_linear=0
shrinkage=0.04


Tree=437
num_leaves=31
num_cat=10
split_feature=8 2 2 4 8 3 2 4 3 15 9 12 3 1 12 3 8 0 2 4 2 1 9 2 6 2 2 12 0 2
split_gain=0.981966 1.13666 0.707972 0.602287 0.565039 0.536344 0.498777 0.428503 0.385702 0.289627 0.326248 0.272994 0.251463 0.372538 0.307459 0.573747 0.384662 0.370894 0.293753 0.272668 0.381386 0.326982 0.247345 0.336133 0.2451 0.449703 0.242949 0.221168 0.212608 0.301053
threshold=0 416.00000000000006 698.00000000000011 2114435000.0000002 1 2001.5000000000002 14.500000000000002 575.00000000000011 2012.5000000000002 2 3 4 2010.5000000000002 5.5000000000000009 5 1997.5000000000002 6 40.250000000000007 55.500000000000007 2960.0000000000005 26.500000000000004 5.5000000000000009 7 4.5000000000000009 8 15.500000000000002 54.500000000000007 9 27.750000000000004 5.5000000000000009
decision_type=9 10 10 8 9 10 10 8 8 9 9 9 10 10 9 10 9 8 8 10 8 10 9 10 9 10 10 9 10 8
left_child=3 4 -3 -1 27 6 -5 -6 -4 -9 11 -11 14 -14 15 16 26 18 28 21 -21 22 24 -24 -16 -26 -12 -2 -18 -30
right_child=1 2 8 5 7 -7 -8 9 -10 10 12 -13 13 -15 19 -17 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-1.301997089679585e-05 -0.0011192044098248895 4.6776845488973003e-05 0.00011681108502585423 0.00017098792179766524 -5.4086504554873356e-05 -4.3815900050110484e-05 9.5023306322008423e-05 -0.00010260297122548265 -1.6959294567926998e-05 1.260298036712753e-05 5.2105207955345359e-06 -0.00010576552396268323 -5.0712331787321912e-05 0.0012275732528670758 -0.00010869394207842535 0.00034913922426112133 0.0003306733262460448 -0.0013587707746515454 7.8839318067896438e-05 2.9576270136473364e-06 -0.00014982300535626097 1.7861685217972424e-05 0.00072242917280930324 3.6634467314079431e-06 -0.00014581037264644442 5.2622435925309541e-05 -4.9638085693472359e-05 -3.8874707349689544e-06 -0.0011130437460723788 0.00015494731580927286
leaf_weight=29 106 43 25 86 131 44 76 136 48 107 148 128 176 26 236 39 32 35 72 45 70 155 48 194 118 245 55 136 29 99
leaf_count=29 106 43 25 86 131 44 76 136 48 107 148 128 176 26 236 39 32 35 72 45 70 155 48 194 118 245 55 136 29 99
internal_value=0.000264564 4.15884e-05 0.00389743 0.00268293 -0.00013401 0.00355555 0.0046135 6.16693e-05 0.00145946 0.000195077 0.00031528 -0.00105691 0.000497544 -0.000827587 0.000666254 0.00146923 0.00110403 0.00205755 0.00271245 0.000281639 -0.00155173 0.000497492 0.000185272 0.0012332 -0.000255739 0.000395721 -0.000242992 -0.00192885 0.00173913 0.000992247
internal_weight=2917 2682 116 235 2566 206 162 2324 73 2193 2057 235 1822 202 1620 509 470 267 232 1111 115 996 841 242 599 363 203 242 160 128
internal_count=2917 2682 116 235 2566 206 162 2324 73 2193 2057 235 1822 202 1620 509 470 267 232 1111 115 996 841 242 599 363 203 242 160 128
cat_boundaries=0 30 59 60 62 63 64 87 89 90 91
cat_threshold=0 2050 0 134217728 73728 1 0 2147483648 1 32768 0 133120 64 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 268435456 12 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 524288 4194304 0 0 16384 0 0 524416 143654912 256 8336 1081346 83911776 0 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 0 18432 278 85009410
is_linear=0
shrinkage=0.04


Tree=438
num_leaves=31
num_cat=13
split_feature=7 8 7 9 9 7 11 3 5 1 3 7 1 3 16 4 18 3 14 4 4 3 1 4 5 1 11 3 1 16
split_gain=2.55017 1.35467 0.736025 0.699308 0.556402 0.477988 0.773842 0.457556 0.36431 0.558154 0.249298 0.314252 0.405754 0.245469 0.241421 0.349699 0.302962 0.254034 0.226071 0.28961 0.20117 0.18524 0.201877 0.176144 0.185613 0.173153 0.23571 0.163282 0.152743 0.197055
threshold=0 1 2 3 4 5 6 2005.5000000000002 3.5000000000000004 5.5000000000000009 2009.5000000000002 7 4.5000000000000009 1995.5000000000002 8 1511170000.0000002 9 2009.5000000000002 10 4350.0000000000009 20282.500000000004 2020.5000000000002 5.5000000000000009 20282.500000000004 3.5000000000000004 5.5000000000000009 11 2015.5000000000002 4.5000000000000009 12
decision_type=9 9 9 9 9 9 9 8 8 8 10 9 10 10 1 10 9 10 9 10 10 8 10 8 8 10 9 10 10 1
left_child=10 -2 -3 18 5 6 -5 -8 -6 -10 11 -1 -13 23 15 16 -7 -16 19 25 -21 27 -23 -14 -25 26 -4 -18 -9 -30
right_child=1 2 3 4 8 14 7 28 9 -11 -12 12 13 -15 17 -17 21 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.9841109185433208e-05 -3.6619066513375174e-05 -0.00019510586722076698 -7.2031327964434597e-05 -0.0001225313489509728 5.0549268483242532e-06 0.0010297195447609082 0.00015730974494915749 0.00030242380927504472 0.00037578889488832176 1.8424957110376748e-05 -1.8024836845256712e-06 5.7059951303731187e-05 4.3536896070194029e-05 6.3691244180806797e-05 -5.3395880246927224e-06 -0.0051556441558086238 5.2268080837587394e-06 -0.00042054228242080591 -8.8284410118592268e-05 0.0035827527592378651 5.9420526587502038e-06 2.0173259095332132e-05 4.6734742304773357e-05 6.7802925545159149e-05 4.2422971280657792e-05 4.0078772695651758e-05 1.9237741726953683e-05 -6.5347485886529263e-05 0.00010545313304088265 4.7520994768016271e-05
leaf_weight=113 243 223 200 139 60 26 25 45 66 41 37 26 26 35 409 25 146 33 111 27 30 278 40 33 111 52 119 48 31 113
leaf_count=113 243 223 200 139 60 26 25 45 66 41 37 26 26 35 409 25 146 33 111 27 30 278 40 33 111 52 119 48 31 113
internal_value=0.000355768 -0.000110194 0.000196692 0.000435662 0.000872395 0.000590211 0.00183516 0.00330667 0.00298876 0.00455555 0.00335714 0.00377971 0.00461157 0.00417476 0.000137794 0.000687942 0.000905379 -0.00055982 -0.000792728 -0.000346242 0.00227586 0.000686159 0.001279 0.00350877 0.00292414 -0.000763442 -0.0011125 -0.00028718 0.00275789 0.00209655
internal_weight=2911 2530 2287 2064 1525 1358 353 214 167 107 381 344 231 205 1005 563 538 442 539 428 57 512 318 170 144 371 319 194 189 144
internal_count=2911 2530 2287 2064 1525 1358 353 214 167 107 381 344 231 205 1005 563 538 442 539 428 57 512 318 170 144 371 319 194 189 144
cat_boundaries=0 17 46 63 65 67 84 86 103 104 105 106 107 108
cat_threshold=268582914 268435456 33554432 2048 524288 134225922 0 8192 33554432 8224 0 0 16 0 0 32 4112 1073741824 2048 0 0 65536 0 0 0 0 0 0 4 0 1048576 0 0 0 0 0 10240 256 0 0 0 0 0 68 0 524288 1 16 1611661312 524800 2 64 0 268435456 0 134217728 0 2097408 0 0 0 0 128 0 28720 0 2180 0 128 0 2097152 0 0 131072 536870912 2048 0 0 128 0 0 0 0 1073741824 32772 1536 16384 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 32 4096 2 4 8321 16388 2
is_linear=0
shrinkage=0.04


Tree=439
num_leaves=31
num_cat=6
split_feature=8 0 10 4 11 6 2 3 4 2 9 1 0 1 3 9 1 2 3 2 2 2 0 2 2 2 2 2 2 4
split_gain=0.857423 0.581193 0.746378 0.560501 0.554806 0.696586 0.547868 0.508175 0.481569 0.418491 0.359644 0.363301 0.338598 0.325334 0.321683 0.343299 0.376887 0.302929 0.302564 0.301254 0.788746 0.286115 0.336286 0.281612 0.254672 0.249252 0.222099 0.212401 0.194958 0.187478
threshold=0 42.710000000000008 1 2710.0000000000005 2 3 2.5000000000000004 2000.5000000000002 16829230000.000002 9.5000000000000018 4 5.5000000000000009 31.500000000000004 5.5000000000000009 2017.5000000000002 5 4.5000000000000009 8.5000000000000018 1990.5000000000002 29.500000000000004 12.500000000000002 42.500000000000007 20.500000000000004 5.5000000000000009 19.500000000000004 7.5000000000000009 4.5000000000000009 39.500000000000007 114.50000000000001 293.00000000000006
decision_type=9 10 9 10 9 9 8 10 8 10 9 10 10 8 10 9 10 8 10 8 10 8 8 10 10 10 8 8 8 10
left_child=14 2 3 4 9 18 -7 10 13 -2 11 -8 -9 -3 15 -1 -17 -10 25 20 23 -21 -23 -12 -11 -6 -4 -19 -5 -18
right_child=1 8 26 28 5 6 7 12 17 24 19 -13 -14 -15 -16 16 29 27 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012835760861801786 0.00035367084792563969 0.00017482835118019202 3.1368011108061135e-05 -4.3048396781061063e-05 6.1937892424426634e-05 -4.3385809152098791e-05 -2.169373969408873e-05 -0.00080927797852807157 0.00012316201659803418 -0.00041181453991686419 3.8398013139294322e-07 5.9464943180239434e-05 -3.3089500307061745e-06 0.00010312547969734909 -0.00035628067740723566 1.9168447904932636e-05 -7.0248788423299401e-06 -0.001129827340182468 4.9355322069578903e-05 0.00037400747089277468 -0.00010282807731334014 2.8310691005813338e-05 2.473659052035139e-05 0.0001045601144845854 4.0517828516691396e-05 -4.1406884820676241e-06 -6.2108789323232137e-05 5.7231889527053641e-05 -4.221131739825978e-07 -4.6826756090753065e-05
leaf_weight=103 25 60 29 66 35 73 211 45 49 25 61 37 240 42 46 159 572 61 31 56 138 43 196 99 54 37 185 131 25 27
leaf_count=103 25 60 29 66 35 73 211 45 49 25 61 37 240 42 46 159 572 61 31 56 138 43 196 99 54 37 185 131 25 27
internal_value=0.000336258 0.00078644 0.000488317 0.000803713 0.0010064 0.000755521 0.000466115 0.000688553 0.0022907 0.00368696 0.0011829 -0.000123553 -0.000769232 0.00458252 -0.000684097 -0.000515082 -0.00019766 0.00130578 0.00375439 0.00170199 0.00082943 0.00263513 0.00201667 0.00273292 0.00255 0.00263014 -0.00167111 0.00058031 -0.00221739 -0.000660001
internal_weight=2961 2054 1711 1497 1406 1302 1199 1126 343 104 841 248 285 102 907 861 758 241 103 593 298 295 239 160 79 72 214 192 91 599
internal_count=2961 2054 1711 1497 1406 1302 1199 1126 343 104 841 248 285 102 907 861 758 241 103 593 298 295 239 160 79 72 214 192 91 599
cat_boundaries=0 30 31 34 35 37 39
cat_threshold=1073741840 8 0 0 2147549184 0 0 0 0 0 0 0 8192 1048576 0 4096 0 0 33558528 0 256 524288 16777216 0 0 0 0 0 524288 8192 256 32768 1114112 524288 16 0 20528 0 12288
is_linear=0
shrinkage=0.04


Tree=440
num_leaves=31
num_cat=10
split_feature=7 8 3 9 3 2 12 3 2 12 2 2 6 12 12 2 6 0 2 12 2 3 0 3 2 2 2 0 2 0
split_gain=1.84719 0.906728 0.705907 0.599639 0.563151 0.693531 0.814583 0.522069 0.439973 0.417901 0.454291 0.617428 0.456464 0.670127 0.39534 0.423878 0.391447 0.357268 0.484949 0.315544 0.473512 0.359396 0.310963 0.30365 0.300073 0.395326 0.352133 0.269953 0.242788 0.232346
threshold=0 1 2010.5000000000002 2 2011.5000000000002 106.50000000000001 3 1997.5000000000002 24.500000000000004 4 79.500000000000014 86.500000000000014 5 6 7 25.500000000000004 8 35.850000000000009 7.5000000000000009 9 108.50000000000001 1991.5000000000002 42.710000000000008 2020.5000000000002 7.5000000000000009 15.500000000000002 12.500000000000002 35.600000000000009 3.5000000000000004 39.07500000000001
decision_type=9 9 10 9 8 8 9 10 10 9 10 10 9 9 9 8 9 8 10 9 10 10 10 8 10 10 10 10 10 10
left_child=2 3 7 22 -5 6 -6 8 -1 16 12 -12 14 17 15 -11 -3 -14 28 20 -13 -22 -2 -20 -8 26 -26 -15 -19 -7
right_child=1 9 -4 4 5 29 24 -9 -10 10 11 19 13 27 -16 -17 -18 18 23 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.4839184896285554e-05 -0.00043981469329678973 -1.2104144808156497e-05 -0.00076139206888433536 -0.00066116000417107065 -2.1378500163820037e-05 4.2218197439927019e-05 0.00051998936695320437 0.00023983509643746685 1.0243913495276408e-05 0.00019301712832489062 0.00017445247389729447 -2.0132159259045645e-05 0.0094465625623120913 -0.00070397534428589398 -7.0649596649285053e-05 -4.4841422505054732e-05 -7.7791537560249855e-05 4.4739322386254084e-06 2.7040098894459578e-06 -8.3031471702726194e-05 3.965305260342696e-05 1.9457111084529938e-05 8.1385206853167425e-06 8.0776103917462851e-05 0.00024693812337723739 0.00013077359875201568 -0.0011592875605219476 -2.3229901157236125e-06 -0.0019592444666328944 7.3467365906844476e-05
leaf_weight=161 74 250 30 36 103 47 50 35 96 179 29 35 30 35 485 122 246 30 29 106 47 34 45 61 32 120 28 274 27 68
leaf_count=161 74 250 30 36 103 47 50 35 96 179 29 35 30 35 485 122 246 30 29 106 47 34 45 61 32 120 28 274 27 68
internal_value=0.000293378 -6.38065e-05 0.0030991 0.00128339 0.00190707 0.00233407 0.0014012 0.00379522 0.00314729 -0.000470937 -0.000138202 0.0014127 -0.000446191 0.00051509 -0.00103388 0.000115384 -0.00146746 0.00240425 0.0017027 0.000681613 0.00201575 0.00385366 -0.0012 0.00351648 0.0026556 0.00198895 -0.000655739 -0.000612501 -0.00117241 0.005
internal_weight=2944 2622 322 603 484 448 333 292 257 2019 1523 251 1272 486 786 301 496 177 147 222 116 81 119 90 230 180 60 309 57 115
internal_count=2944 2622 322 603 484 448 333 292 257 2019 1523 251 1272 486 786 301 496 177 147 222 116 81 119 90 230 180 60 309 57 115
cat_boundaries=0 17 47 49 51 53 54 55 57 58 59
cat_threshold=268566531 0 33562624 2099200 589824 0 0 0 0 16 40960 0 144 0 0 0 1073741968 16 0 0 0 2147483648 0 262144 2147483648 0 0 0 133120 8256 512 0 4096 0 0 33554432 0 128 0 4194304 0 0 0 0 0 0 8192 0 24608 67111200 32 16844832 2 332 1090816 67257344 32 76 41026
is_linear=0
shrinkage=0.04


Tree=441
num_leaves=31
num_cat=14
split_feature=7 12 11 12 7 0 17 4 4 4 4 6 4 4 9 4 7 0 15 12 0 12 0 6 6 0 0 0 1 5
split_gain=1.59058 0.497368 0.461826 0.526037 0.540406 1.54473 0.664954 0.836153 0.533094 0.474137 0.466811 0.444679 0.469404 0.370864 0.330663 0.299658 0.306616 0.493228 0.355614 0.261092 0.255337 0.337308 0.344708 0.427438 0.251312 0.50048 0.250854 0.205651 0.216049 0.348039
threshold=0 1 2 3 4 38.57500000000001 5 2867949500.0000005 775.00000000000011 215.00000000000003 199.50000000000003 6 86.000000000000014 520.00000000000011 7 1074820000.0000002 8 12.250000000000002 9 10 43.675000000000004 11 35.850000000000009 12 13 29.500000000000004 42.250000000000007 39.07500000000001 5.5000000000000009 1.0000000180025095e-35
decision_type=9 9 9 9 9 10 9 8 10 10 10 9 10 8 9 10 9 8 9 9 10 9 10 9 9 10 10 10 8 10
left_child=1 26 -2 4 5 -4 19 8 9 -8 -7 12 -3 -5 -9 16 -15 -18 24 -6 21 22 -16 -24 -19 -26 -1 -13 29 -29
right_child=2 11 3 13 6 10 7 14 -10 -11 -12 27 -14 15 20 -17 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-1.4654637749168398e-06 -3.812569696243076e-05 4.5949296678838726e-05 -2.0523360157298499e-05 -0.0019116978802236229 -0.00015033828041753519 0.0002283475513800521 0.00021801705970120712 -6.5623511298740887e-05 0.00031038076928627853 -0.0005246086448819255 2.0149231876500778e-05 -2.271778350495112e-05 -2.7937406955999685e-05 -5.6153417215934668e-05 -1.2227706351398856e-05 -0.00016155575796673128 5.2351539522568061e-05 -1.1898415529216777e-05 -2.6521416213460858e-05 -2.6813945154362805e-08 8.3622075881572124e-05 -4.4110068222936284e-06 5.0945635404832178e-05 1.0396095801575335e-05 -1.4545857107639239e-05 0.00012133782944787786 7.2347175804364492e-05 -1.8790304453529319e-06 8.7498950533179329e-05 5.9338752939114364e-05
leaf_weight=136 148 102 106 53 185 76 36 110 36 25 29 29 25 236 144 39 37 122 287 105 55 248 101 135 84 113 57 62 29 25
leaf_count=136 148 102 106 53 185 76 36 110 36 25 29 29 25 236 144 39 37 122 287 105 55 248 101 135 84 113 57 62 29 25
internal_value=0.000275537 0.00239496 -0.000126935 1.34841e-05 0.000510698 0.00232432 0.000167925 0.000710321 0.00420408 0.00187097 0.00584906 0.0035053 0.00530435 -0.000696539 0.000287153 -0.000513603 -0.000359092 0.000103975 -0.000171335 -0.00146179 0.000616714 0.000394276 0.00112532 0.00209283 0.000739393 0.00159615 0.000725489 0.00166667 0.00252991 0.0015
internal_weight=2975 465 2510 2362 1391 211 1180 890 97 61 105 272 127 971 793 918 879 643 606 290 683 628 380 236 319 197 193 145 116 87
internal_count=2975 465 2510 2362 1391 211 1180 890 97 61 105 272 127 971 793 918 879 643 606 290 683 628 380 236 319 197 193 145 116 87
cat_boundaries=0 17 18 21 22 33 34 35 37 54 55 56 57 58 59
cat_threshold=268566531 268435456 33554432 2099200 0 8194 0 8192 33554432 8240 32768 256 128 268435456 0 0 4240 1048866 0 525312 4097 16867682 0 0 1073741824 4 2 0 0 536870912 67584 0 8192 10 28 1 16400 0 1 0 0 0 0 131072 536870912 67584 0 0 0 0 0 0 0 1073741824 201326592 322 16842818 284 22
is_linear=0
shrinkage=0.04


Tree=442
num_leaves=31
num_cat=12
split_feature=7 7 15 12 7 12 0 0 4 15 4 0 4 17 0 0 6 12 1 2 2 2 0 2 2 12 2 9 0 4
split_gain=1.62817 0.770235 0.546474 0.498516 0.412741 0.576987 0.509975 0.385827 0.342551 0.321754 0.45642 0.455057 0.29373 0.288772 0.330947 0.280722 0.280039 0.246691 0.331564 0.330204 0.587749 0.234267 0.233321 0.271222 0.242695 0.218836 0.465314 0.216592 0.471526 0.388485
threshold=0 1 2 3 4 5 39.07500000000001 31.500000000000004 3215.5000000000005 6 10087555000.000002 40.250000000000007 2114435000.0000002 7 14.500000000000002 40.250000000000007 8 9 5.5000000000000009 10.500000000000002 15.500000000000002 5.5000000000000009 39.07500000000001 44.500000000000007 11.500000000000002 10 10.500000000000002 11 31.500000000000004 9950.0000000000018
decision_type=9 9 9 9 9 9 10 10 8 9 8 10 8 9 10 10 9 9 10 10 8 10 10 10 10 9 10 9 10 10
left_child=7 12 -3 21 5 -5 -7 -1 -9 15 -11 -12 -2 17 -15 -10 25 18 -6 -19 -21 -4 -23 24 -24 -16 -27 -18 -29 -30
right_child=1 2 3 4 13 6 -8 8 9 10 11 -13 -14 14 16 -17 27 19 -20 20 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00093069818878415106 4.1995199493191379e-06 6.8289275028920126e-05 -0.0014236068573586296 -3.3973380713188847e-05 -5.4777706647989053e-05 -5.0095866870939486e-06 0.00027439305885018617 0.00014615277876850263 2.5483500096168378e-05 -2.7694683299728242e-06 3.7721562845893746e-05 0.00012300427276741859 -0.00011096797861303521 -0.00130691270607443 -1.7660175658840684e-05 -0.00096533794574120131 6.7431370207073724e-06 -0.00013782859841207084 0.00014706799616158491 0.0010927796172637155 -4.0667966341958352e-07 -4.5450430031927839e-05 0.00014516972002643263 2.509213327027708e-05 -8.7948595739560065e-05 5.4421154277374451e-05 -0.0009218953285752672 -2.0253646969286291e-05 8.1158482592530551e-05 -0.00094147735581655669
leaf_weight=36 30 191 57 116 229 36 65 25 100 26 66 26 190 45 100 32 826 50 33 31 85 101 25 25 52 67 53 51 160 31
leaf_count=36 30 191 57 116 229 36 65 25 100 26 66 26 190 45 100 32 826 50 33 31 85 101 25 25 52 67 53 51 160 31
internal_value=0.000283687 -4.361e-05 0.000165573 -1.42295e-05 0.000205127 0.00180702 0.00389286 0.00296894 0.00253623 0.00207171 0.00347287 0.00507527 -0.00225108 -2.25828e-06 0.00028869 0.000503496 0.000409619 -0.000892939 -0.00164103 0.000316383 0.00150427 -0.00162362 -0.00103922 0.000310679 -0.000871796 -0.000865802 0.000305343 0.000674698 0.00170751 0.0026875
internal_weight=2960 2649 2429 2238 1978 217 101 311 275 250 118 92 220 1761 1333 132 1288 428 262 166 116 260 203 102 77 220 120 1068 242 191
internal_count=2960 2649 2429 2238 1978 217 101 311 275 250 118 92 220 1761 1333 132 1288 428 262 166 116 260 203 102 77 220 120 1068 242 191
cat_boundaries=0 17 35 37 39 50 52 53 54 55 57 58 60
cat_threshold=268435459 268435472 33554432 2099200 524288 0 0 8192 33554432 0 32768 256 144 268435456 0 0 144 0 1 68157440 524288 32 0 0 0 0 16 0 2097216 268435456 0 0 0 0 384 136839168 1 67111936 2 0 0 1073750016 0 0 134225920 0 805306368 2048 32 8192 1114114 32 201326592 14 68 131394 32 40962 0 2212
is_linear=0
shrinkage=0.04


Tree=443
num_leaves=31
num_cat=12
split_feature=7 8 2 12 2 9 11 2 12 3 2 12 8 2 12 3 2 2 2 6 3 5 6 3 1 1 3 2 12 2
split_gain=0.86855 0.904795 1.01329 0.72751 0.727883 0.600749 0.733011 0.75505 0.615112 0.574795 0.516692 0.453626 0.451605 0.439561 0.419129 0.363265 0.364212 0.338521 0.33271 0.582667 0.319683 0.325442 0.297249 0.265693 0.275374 0.261075 0.246098 0.241091 0.225326 0.558311
threshold=0 1 108.50000000000001 2 47.500000000000007 3 4 33.500000000000007 5 2005.5000000000002 3.5000000000000004 6 7 95.500000000000014 8 2012.5000000000002 73.500000000000014 5.5000000000000009 12.500000000000002 9 2012.5000000000002 3.5000000000000004 10 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 2004.5000000000002 69.500000000000014 11 12.500000000000002
decision_type=9 9 10 9 8 9 9 10 9 8 8 9 9 10 9 8 10 10 10 9 8 8 9 10 10 8 10 10 9 8
left_child=3 2 20 4 -1 9 11 10 25 -3 -8 26 -12 15 18 -10 -17 -11 19 -14 -2 -22 -16 24 -13 27 -7 -9 -24 -30
right_child=1 5 -4 -5 -6 6 7 8 13 17 12 23 14 -15 22 16 -18 -19 -20 -21 21 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=6.8318615304828321e-05 9.5746097865036849e-05 5.1050661894504444e-05 4.4915378217104716e-05 -0.0001102046655488482 -0.00028535928052799369 4.671775998555329e-05 5.4177692384501688e-05 0.00098610656575847657 -4.217374990144285e-06 3.4675490873071546e-06 -0.0001376436729488577 -2.5793235008975329e-05 0.00014232486819932931 -9.8044718288292637e-06 -3.1802566258677581e-06 4.6369776839106961e-05 0.00011475357462165084 -4.5638614065378372e-05 -0.0008010275795517183 -0.00093967628382716942 0.00036109921897143032 -1.2195280014244906e-05 5.8987738376909578e-05 -0.00035704504406113474 -7.181820648946998e-06 9.3257914223287235e-06 -0.00014013604564291722 0.00027192130959748269 0.0014893803279771257 0.00013152912153821934
leaf_weight=60 35 37 45 207 53 218 115 29 47 78 105 45 124 108 167 129 27 272 155 119 55 95 106 64 230 32 31 50 36 68
leaf_count=60 35 37 45 207 53 218 115 29 47 78 105 45 124 108 167 129 27 272 155 119 55 95 106 64 230 32 31 50 36 68
internal_value=0.000241929 0.000483098 0.00282158 -0.00169184 0.000870967 0.000246358 0.000525793 0.00101681 0.00243972 -0.00117588 0.000421686 -0.000654425 9.08049e-05 0.00135404 0.000432569 0.0024902 0.00341401 -0.0017094 -0.000469439 0.000442622 0.0016129 0.000794701 0.00137113 -0.00158857 -0.00108696 0.00488525 0.000630768 0.00655 0.00235294 0.00368696
internal_weight=2942 2622 230 320 113 2392 2005 1417 422 387 995 588 880 311 775 203 156 350 398 243 185 150 377 339 275 111 249 79 210 104
internal_count=2942 2622 230 320 113 2392 2005 1417 422 387 995 588 880 311 775 203 156 350 398 243 185 150 377 339 275 111 249 79 210 104
cat_boundaries=0 18 44 46 48 50 51 52 73 75 76 77 79
cat_threshold=131073 16 1073741824 2097664 524320 8256 0 0 0 134225952 0 64 0 0 0 32 1073741824 384 0 2 0 0 0 1 262144 0 0 32768 0 2048 64 1048576 0 0 0 0 0 0 0 0 4194304 0 0 16384 25664 32 769 4240 67108897 1536 16810080 17973538 0 2048 0 0 0 0 0 0 0 0 0 4 10240 0 0 0 0 0 0 0 256 67283202 2 216 152 16778304 32
is_linear=0
shrinkage=0.04


Tree=444
num_leaves=31
num_cat=10
split_feature=8 7 2 8 12 12 8 7 12 2 0 2 2 2 2 2 2 12 0 2 17 2 4 0 2 4 0 2 2 2
split_gain=1.2978 0.60343 0.75183 0.518583 0.520347 0.471431 0.489769 0.401266 0.432011 0.347975 0.310518 0.334953 0.30665 0.559104 0.474736 0.300441 0.274629 0.266562 0.38099 0.458324 0.3285 0.407424 0.289701 0.260128 0.526639 0.259682 0.228352 0.227515 0.626972 0.244613
threshold=0 1 2.5000000000000004 2 3 4 5 6 7 53.500000000000007 30.500000000000004 32.500000000000007 14.500000000000002 35.500000000000007 108.50000000000001 14.500000000000002 39.500000000000007 8 36.900000000000006 26.500000000000004 9 29.500000000000004 4.0000000000000009 39.07500000000001 108.50000000000001 390.00000000000006 18.500000000000004 106.50000000000001 36.500000000000007 24.500000000000004
decision_type=9 9 10 9 9 9 9 9 9 10 10 10 8 10 10 8 10 9 8 8 9 8 10 10 10 10 10 8 10 10
left_child=5 2 -2 4 -3 6 15 8 9 25 11 -4 -7 -14 -15 -1 -17 18 19 -9 21 -19 -23 -12 -25 -5 -21 28 29 -20
right_child=1 3 10 7 -6 12 -8 17 -10 -11 23 -13 13 14 -16 16 -18 20 27 26 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.5567528155868468e-05 5.995159800736577e-05 5.266107260301214e-05 0.00097034573879569851 1.1236923865844101e-05 -4.0150584483347951e-05 5.0195882446805166e-05 -0.00016577761916428412 0.00073497421201424188 -0.00013763590719013044 -9.1205349250439819e-06 -0.00076451584545723624 -1.5012074558679968e-06 0.00011149124032261471 -1.2804997447599452e-05 5.048515848915463e-05 0.00012232024063284802 2.0823320299106496e-05 4.8574511375422152e-06 5.272402238617163e-05 -3.7496405060589808e-05 -7.5360900469516087e-06 0.0001977447860571268 -0.0030808564333044235 -4.0597626035915378e-06 0.0010128911007062081 0.00025078268194323779 0.00010325153088945573 -0.00082678858774448336 7.8079673984459303e-05 -0.0028233234028997314
leaf_weight=38 26 110 25 134 273 75 106 65 252 54 36 33 34 25 25 31 38 186 99 53 765 57 29 135 28 27 74 50 27 26
leaf_count=38 26 110 25 134 273 75 106 65 252 54 36 33 34 25 25 31 38 186 99 53 765 57 29 135 28 27 74 50 27 26
internal_value=0.000209737 -0.000114952 0.00159184 -0.000333334 -0.00165482 0.0023812 0.00101786 -5.86704e-05 -0.00106276 0.000265486 0.000976743 0.00352542 0.00402353 0.00592941 0.00313725 0.00281356 0.00462857 0.000274618 0.00114568 0.00244559 -6.48864e-05 0.00110247 0.0034023 0.000219999 0.000902438 0.00120988 0.00103125 -3.94098e-05 0.000732025 -0.000476191
internal_weight=2936 2564 283 2281 383 372 213 1898 467 215 257 58 159 84 50 107 69 1431 394 192 1037 272 86 199 163 161 127 202 152 125
internal_count=2936 2564 283 2281 383 372 213 1898 467 215 257 58 159 84 50 107 69 1431 394 192 1037 272 86 199 163 161 127 202 152 125
cat_boundaries=0 30 47 76 77 79 102 119 121 123 124
cat_threshold=268435456 2050 0 134217728 0 1 0 2147483648 0 32768 0 133124 0 0 0 0 0 0 0 2048 0 0 4194304 0 0 32768 0 0 0 12288 268566531 16 536870912 0 0 134217792 0 268435456 2048 32 0 0 16 0 0 0 128 1073741824 4 4 0 0 0 0 0 1 0 0 0 10240 1048576 0 0 0 0 0 0 384 0 0 0 0 16384 68 0 524288 67118400 67190882 32 0 2048 0 134217728 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4194304 0 0 68165632 2623488 2 0 0 131072 0 134217744 8192 0 0 0 67108864 32 1073745920 68165698 32 68288800 32 41
is_linear=0
shrinkage=0.04


Tree=445
num_leaves=31
num_cat=9
split_feature=7 7 4 6 2 3 4 2 2 11 12 6 3 12 2 12 2 0 6 2 2 0 3 2 2 0 0 2 2 3
split_gain=1.16269 0.609301 0.367264 0.339831 0.429051 0.357308 0.350921 0.339059 0.71239 0.337968 0.513954 0.605513 0.806337 0.428137 0.975404 0.423119 0.336881 0.448791 0.503143 0.642801 0.333416 0.323301 0.312596 0.31685 0.380495 0.32212 0.306701 0.303043 0.29855 0.288369
threshold=0 1 850.00000000000011 2 69.500000000000014 1995.5000000000002 1868495000.0000002 6.5000000000000009 16.500000000000004 3 4 5 2003.5000000000002 6 35.500000000000007 7 14.500000000000002 12.250000000000002 8 39.500000000000007 41.500000000000007 44.07500000000001 2020.5000000000002 66.500000000000014 16.500000000000004 35.850000000000009 42.710000000000008 85.500000000000014 6.5000000000000009 2019.5000000000002
decision_type=9 9 10 9 10 10 10 10 10 9 9 9 8 9 8 9 10 10 9 10 10 10 8 10 10 10 10 8 10 8
left_child=3 -2 9 4 5 7 -5 -1 -9 13 16 15 -13 14 -3 27 28 -18 20 29 -19 -14 -17 24 25 -24 -4 -12 -11 -20
right_child=1 2 26 6 -6 -7 -8 8 -10 10 11 12 21 -15 -16 22 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.8281205804531911e-05 -0.00016803536354380782 -0.0015430340683213451 -3.900933778089669e-05 3.9418742340985758e-06 -0.00034710464921908977 0.0001816288846428944 0.00012036987585764836 -0.001685461058691859 0.00030620209956763695 -1.031721612778367e-05 -2.3266140720290737e-06 0.00028775548821507015 1.9667082106809944e-05 -0.00010598905040310039 4.4624904226203894e-05 -9.9557564046931539e-05 -0.00028988766707958977 -0.0014466070355047495 -2.8398970829884079e-05 -2.2423208351909242e-06 6.5634685885897247e-05 6.1431794359487614e-05 0.00054198800347229014 0.00020382594554259594 -9.4633141007948265e-05 3.4781128867795637e-05 3.6403057433847348e-05 -0.00085380799499909987 -0.00019506288926085299 0.00036851953207260281
leaf_weight=28 110 58 150 160 25 31 37 36 25 231 206 42 348 181 48 44 55 73 32 217 61 46 55 53 123 70 82 51 121 135
leaf_count=28 110 58 150 160 25 31 37 36 25 231 206 42 348 181 48 44 55 73 32 217 61 46 55 53 123 70 82 51 121 135
internal_value=8.99479e-05 -0.000202844 -6.73896e-05 0.00224363 0.00371795 0.00495868 0.00101923 0.0036 0.00187097 8.88484e-05 0.000277608 0.000884651 0.00200447 -0.00116779 0.000820512 5.22013e-05 -0.000405984 0.000188152 0.000554912 0.00127595 -0.00148966 0.00147848 0.000955055 0.00144371 0.00083534 0.00238095 -0.0015794 -0.00114925 -0.00138244 0.00316667
internal_weight=2934 2592 2482 342 145 120 197 89 61 2250 1963 1038 436 287 106 602 925 573 518 384 134 394 345 301 248 125 232 257 352 167
internal_count=2934 2592 2482 342 145 120 197 89 61 2250 1963 1038 436 287 106 602 925 573 518 384 134 394 345 301 248 125 232 257 352 167
cat_boundaries=0 17 35 36 39 41 42 44 45 46
cat_threshold=268566530 0 33562624 10240 32 64 0 536870912 33554432 268435456 0 0 128 268435456 0 0 1073741840 0 0 262144 2097152 65536 134217728 0 0 0 0 8192 0 268435456 0 0 0 0 384 274 2147483648 2148009472 528385 17891680 34 140 82208 32 67117058 134
is_linear=0
shrinkage=0.04


Tree=446
num_leaves=31
num_cat=11
split_feature=7 8 0 3 2 8 17 12 11 13 2 9 3 2 2 0 12 2 0 3 13 2 2 0 2 12 2 0 2 0
split_gain=0.978499 0.867072 0.684615 0.556344 0.618623 0.557882 0.491415 0.425793 0.696145 0.667101 0.666556 0.42793 0.423831 0.599225 0.369528 0.350782 0.320681 0.397809 0.318187 0.301127 0.293129 0.877559 0.397342 0.279246 0.271341 0.266835 0.255724 0.485213 0.596118 0.2537
threshold=0 1 32.500000000000007 2008.5000000000002 104.50000000000001 2 3 4 5 6 25.500000000000004 7 2007.5000000000002 90.500000000000014 171.00000000000003 9.5000000000000018 8 69.500000000000014 40.675000000000004 1993.5000000000002 9 12.500000000000002 17.500000000000004 42.710000000000008 147.50000000000003 10 11.500000000000002 39.07500000000001 5.5000000000000009 44.07500000000001
decision_type=9 9 10 10 10 9 9 9 9 9 10 9 8 10 10 8 9 10 10 10 9 10 10 10 10 9 8 10 10 10
left_child=2 3 -1 4 5 -2 -3 8 10 -9 18 16 -12 -14 -6 -11 -10 -18 25 29 21 -7 23 -22 -13 -8 27 -27 -29 -17
right_child=1 6 -4 -5 14 20 7 9 11 15 12 24 13 -15 -16 19 17 -19 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.5723184646229278e-05 -2.6213941470772827e-05 -0.00067157322809443154 7.2567673622160478e-05 4.6654221637847572e-05 3.88818196611283e-05 0.00059984618168040695 -1.8146096792081425e-05 -0.00019130979490059106 -2.682135992102825e-05 7.8385357976431947e-05 8.8875736441979127e-05 -0.00025080501888959035 0.00023131057930138719 4.0550323109945852e-05 7.4946847678305759e-06 -6.7870320655646069e-06 1.0219416465352767e-05 1.3751803126010504e-05 0.0001606467949905243 -7.6135322665127732e-05 -0.00028836856946839486 1.1015471734411291e-05 0.00012945348125688281 6.181338352846391e-05 1.4988823184903982e-06 -7.5848105758786883e-05 -9.2353781875787661e-06 -3.8157811710989792e-05 0.00075752267698838956 6.3573976971395909e-05
leaf_weight=27 122 124 173 49 25 34 138 253 233 64 54 114 60 26 49 535 132 39 52 96 84 66 68 40 33 25 79 38 47 61
leaf_count=27 122 124 173 49 25 34 138 253 233 64 54 114 60 26 49 535 132 39 52 96 84 66 68 40 33 25 79 38 47 61
internal_value=0.000408024 0.000203561 0.00303317 0.00162774 0.00124335 0.000636144 -0.000149956 1.91293e-06 0.000555041 -0.000584315 0.00159245 -0.000434165 0.00397163 0.00570115 0.00458667 2.08596e-05 0.000250601 0.00151648 0.000747367 -0.000242425 0.00155775 0.00324324 0.000551723 -0.000768001 -0.00220253 0.000280487 0.00122 0.00252252 0.00395349 9.38014e-05
internal_weight=2940 2740 200 537 488 414 2203 2079 1070 1009 519 551 140 86 74 756 404 171 379 692 292 100 192 124 147 327 189 110 85 596
internal_count=2940 2740 200 537 488 414 2203 2079 1070 1009 519 551 140 86 74 756 404 171 379 692 292 100 192 124 147 327 189 110 85 596
cat_boundaries=0 13 43 69 70 72 74 75 77 78 79 80
cat_threshold=16386 0 8192 2048 0 64 4194304 8192 33554432 8192 8192 0 128 268435456 2 0 134217728 2147483648 1 0 2147483648 0 32768 0 133124 2048 1049088 0 0 0 0 0 0 0 0 4194304 0 0 49152 64 0 524288 8192 0 0 0 0 0 1 0 0 0 0 0 4 0 1048576 0 0 0 0 0 0 0 0 4194304 0 0 16384 2 67313762 2 16388 512 4 0 10260 196642 4 2
is_linear=0
shrinkage=0.04


Tree=447
num_leaves=31
num_cat=13
split_feature=7 0 8 12 4 7 11 6 3 3 8 4 3 4 3 3 15 12 3 12 3 9 6 3 0 0 4 7 1 4
split_gain=1.58827 1.87474 0.882175 0.598475 0.615159 0.564836 0.61052 0.598043 0.503739 0.472501 0.3727 0.364661 0.343969 0.335359 0.29014 0.46436 0.351375 0.464596 0.293607 0.416448 0.309845 0.285764 0.40585 0.27167 0.25913 0.254602 0.209175 0.186452 0.27444 0.182414
threshold=0 30.500000000000004 1 2 267495000.00000003 3 4 5 2006.5000000000002 2020.5000000000002 6 21354125000.000004 2010.5000000000002 575.00000000000011 2020.5000000000002 2016.5000000000002 7 8 2011.5000000000002 9 1976.5000000000002 10 11 2000.5000000000002 18.500000000000004 33.175000000000004 1074820000.0000002 12 5.5000000000000009 6050.0000000000009
decision_type=9 10 9 9 10 9 9 9 10 8 9 8 8 10 10 10 9 9 10 9 10 9 9 8 10 10 8 9 8 10
left_child=1 -1 8 11 12 23 7 25 13 -9 -8 -3 -5 -2 15 16 18 24 19 -12 21 22 -21 -4 -18 -7 -26 28 -19 -29
right_child=2 3 5 4 -6 6 10 9 -10 -11 14 -13 -14 -15 -16 -17 17 27 -20 20 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0010059493805533329 4.5020189212105591e-05 -1.242795751464224e-06 1.4909978003544685e-05 0.00010855304805960895 0.00010354542564540676 0.00035170729171660545 -0.0001562790054817666 7.2581223180872046e-05 0.00011207904819548774 8.5472054353493288e-05 8.8365025151792987e-05 3.9803179083734311e-05 -0.00011403683377037272 -2.3221122628583761e-05 5.4553537293148149e-05 -0.00028318737105040233 -1.0408959386854534e-05 -0.00010387690428167543 0.00077648133029261377 -6.4971368656283911e-05 -0.00013575940934020946 6.6591832670716787e-05 1.8156082100013847e-05 -4.0833888966380522e-05 0.00049521890783936734 -4.2990152870049017e-05 9.7183405294286645e-06 -0.00011178002193013241 1.2778324723183286e-05 -5.3967880706154557e-06
leaf_weight=25 161 27 29 43 34 36 109 33 28 83 254 81 121 28 32 76 101 38 42 117 104 110 226 255 28 103 161 286 76 78
leaf_count=25 161 27 29 43 34 36 109 33 28 83 254 81 121 28 32 76 101 38 42 117 104 110 226 255 28 103 161 286 76 78
internal_value=0.000116199 0.00267836 -0.000221114 0.00187622 0.000421052 -0.000447237 -0.00021483 0.00157895 0.00215789 0.00359055 -0.000471607 0.00410084 -0.000581819 0.00149474 -0.000319541 -0.000393405 -0.000249076 -0.000862645 0.000310184 0.000142856 -0.000471832 -2.64327e-05 -0.000598871 -0.00208814 0.00039867 -0.000240001 0.00128421 -0.00161963 -0.000128001 -0.00206933
internal_weight=2925 331 2594 306 198 2377 2093 255 217 116 1838 108 164 189 1729 1697 1621 768 853 811 557 453 343 284 290 139 189 478 114 364
internal_count=2925 331 2594 306 198 2377 2093 255 217 116 1838 108 164 189 1729 1697 1621 768 853 811 557 453 343 284 290 139 189 478 114 364
cat_boundaries=0 18 48 49 61 63 64 88 89 91 92 94 95 112
cat_threshold=268435458 16 33554432 8192 0 64 0 0 33554432 8224 8192 256 144 268435456 0 0 144 128 0 2 0 134217728 2147483648 0 0 2147483648 0 32768 0 4 0 1048576 0 0 0 0 0 0 0 0 0 0 0 16384 64 0 0 8192 83929152 131072 0 603979776 2099200 524322 0 0 0 2048 0 0 2097152 49152 1050112 264 0 12 0 0 0 0 0 0 1 0 0 131072 0 0 0 0 0 0 0 0 0 0 4194304 8 201850880 83935488 32 84952160 0 2208 134 0 0 0 0 0 0 131072 131072 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=448
num_leaves=31
num_cat=9
split_feature=7 8 7 8 2 2 12 2 12 14 0 2 6 2 6 3 3 0 2 2 0 0 0 2 2 2 2 2 3 2
split_gain=1.45251 0.980586 0.870998 0.789 0.53316 0.520586 0.473357 0.880938 0.517153 0.458205 0.446577 0.572836 0.410997 0.884037 0.385636 0.562948 0.345276 0.637603 0.333294 0.606545 0.328156 0.295881 0.293776 0.287978 0.284334 0.606748 0.475558 0.398888 0.275694 0.275219
threshold=0 1 2 3 17.500000000000004 10.500000000000002 4 63.500000000000007 5 6 42.710000000000008 11.500000000000002 7 6.5000000000000009 8 2002.5000000000002 1997.5000000000002 36.400000000000006 39.500000000000007 8.5000000000000018 15.500000000000002 39.07500000000001 24.500000000000004 23.500000000000004 85.500000000000014 101.50000000000001 73.500000000000014 147.50000000000003 2019.5000000000002 6.5000000000000009
decision_type=9 9 9 9 8 10 9 10 9 9 10 10 9 10 9 8 10 10 10 10 10 10 10 10 10 10 10 10 8 10
left_child=4 -2 -3 28 5 29 7 8 18 10 14 -12 13 -10 15 -8 20 -18 19 -5 23 -14 -21 -16 26 -26 -9 -27 -4 -1
right_child=1 2 3 6 -6 -7 9 24 12 -11 11 -13 21 -15 16 -17 17 -19 -20 22 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=6.379076034274704e-05 -4.3120935052522546e-05 -0.00017580019722394994 0.00010790506736949321 1.1349817230129535e-05 3.091071709049894e-05 7.097148609480904e-05 6.321892461864121e-06 3.8078549623161887e-05 0.0029979973560183277 -5.9845603757839223e-05 7.5346800074661572e-05 -0.00028327568881752812 -2.4206720479260049e-05 -1.2636566920406528e-05 0.00040873563381690957 -9.6639463317590681e-05 -0.00094932164776190763 0.0003103845385088544 -1.8957488770084679e-05 0.00083872332810737665 -2.523085132466483e-05 6.2373606897058137e-06 0.00071123548542085526 -5.4349453509118867e-06 -9.1331424910742303e-05 0.00014940237473260817 0.0001360802968828601 3.1130495453050008e-05 5.0751610991066107e-05 1.35199854535345e-05
leaf_weight=54 326 110 37 54 124 28 40 32 29 243 32 55 306 71 36 221 27 68 29 32 237 352 30 49 40 26 26 93 86 39
leaf_count=54 326 110 37 54 124 28 40 32 29 243 32 55 306 71 36 221 27 68 29 32 237 352 30 49 40 26 26 93 86 39
internal_value=0.000324581 4.89242e-05 0.000335581 0.000511051 0.00320312 0.00521311 0.000321645 0.000884172 0.000340707 -0.000306183 0.000180411 0.00286364 -9.3629e-05 0.00216216 -0.000164949 -0.00133824 0.000588784 0.00270833 0.0024359 0.00355555 -2.47688e-05 -0.000466369 0.00622222 0.00209302 0.00317431 0.002275 0.00555932 0.0037 0.00349254 0.00370213
internal_weight=2932 2687 2361 2251 245 121 2128 1120 903 1008 765 87 758 100 678 261 417 95 145 116 322 658 62 85 217 159 58 119 123 93
internal_count=2932 2687 2361 2251 245 121 2128 1120 903 1008 765 87 758 100 678 261 417 95 145 116 322 658 62 85 217 159 58 119 123 93
cat_boundaries=0 18 48 66 93 95 96 97 98 99
cat_threshold=268435458 0 33554432 10240 0 134217728 0 8192 33554432 8192 32768 0 0 268435456 0 0 1073741952 128 1342177296 8 4 0 0 0 0 0 1 0 0 0 8192 1048576 0 0 0 0 33554432 0 2147483904 0 0 8 0 32768 4 0 0 8192 131072 0 0 0 0 8256 0 268435456 0 0 32 320 0 0 0 0 0 256 0 2 0 134217728 2147483648 0 0 2147483648 0 32768 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 64 17948928 32 1064960 8193 2 212
is_linear=0
shrinkage=0.04


Tree=449
num_leaves=31
num_cat=10
split_feature=8 8 2 2 3 12 9 11 2 18 2 3 2 7 0 2 1 2 2 2 1 3 0 6 0 0 12 2 6 2
split_gain=1.81318 0.799453 0.667615 0.896012 0.659203 0.534984 0.670409 0.593685 0.579762 0.48251 0.479902 0.505777 0.613404 0.441058 0.573084 1.07272 0.472604 0.434121 0.489529 0.327211 0.396503 0.326368 0.358673 0.325426 0.354643 0.57021 0.324362 0.613267 0.377744 0.366595
threshold=0 1 3.5000000000000004 24.500000000000004 2011.5000000000002 2 3 4 119.00000000000001 5 4.5000000000000009 1980.5000000000002 16.500000000000004 6 40.250000000000007 23.500000000000004 5.5000000000000009 10.500000000000002 39.500000000000007 478.50000000000006 1.5000000000000002 2020.5000000000002 42.960000000000008 7 40.675000000000004 46.250000000000007 8 6.5000000000000009 9 43.500000000000007
decision_type=9 9 8 10 10 9 9 9 8 9 10 10 10 9 10 8 10 8 10 8 10 8 8 9 10 10 9 8 9 10
left_child=2 -2 -1 4 10 7 13 17 21 -10 -4 12 -12 -7 16 -16 26 -3 -19 20 -9 -8 -23 -22 -25 -26 27 -15 29 -28
right_child=1 5 3 -5 -6 6 8 19 9 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 23 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.0001437854041451687 -4.91248788395169e-05 0.00012786833745207049 0.00030058580047114133 1.5708829815961689e-05 -0.0010092478640045335 -4.5185525208547519e-05 5.0729774797266794e-06 0.00015709113722740063 -5.0007354621328659e-06 4.2586906160928007e-05 3.6115319686962492e-05 7.3527910889798189e-05 0.00046798239096770762 -0.0017805538211218385 0.00037293550972455696 4.6398744450273256e-05 -5.1504980857609883e-05 -8.1855000839656356e-05 8.5697226344895032e-05 -0.00011202973730976678 -0.00018143203795943351 -0.00016064918042357518 4.215354104784133e-05 -6.9261690079147022e-06 0.00091704281919471517 -0.00032032473793614592 0.00057603286844682018 0.00019058345146017822 -1.1311168246329481e-07 -7.852060867465621e-06
leaf_weight=33 355 26 33 186 26 165 63 31 33 25 83 29 28 25 41 68 62 62 38 78 168 215 25 507 25 29 81 127 250 27
leaf_count=33 355 26 33 186 26 165 63 31 33 25 83 29 28 25 41 68 62 62 38 78 168 215 25 507 25 29 81 127 250 27
internal_value=0.000225466 -0.000182894 0.00262937 0.00316062 0.00502 0.000108157 0.000666666 -0.00059077 -0.000763442 0.00284746 0.00590805 0.00482269 0.00353571 0.00127888 0.00172832 0.0044 0.00124258 0.00186861 0.000792078 -0.000979977 -0.000735875 -0.00148684 -0.00215768 -0.000926028 -0.000426574 0.00261818 0.00164383 0.0031411 0.000888888 0.0027563
internal_weight=2944 2526 418 385 199 2171 1207 964 361 58 173 140 111 846 681 109 572 126 100 838 760 303 240 729 561 54 510 152 358 108
internal_count=2944 2526 418 385 199 2171 1207 964 361 58 173 140 111 846 681 109 572 126 100 838 760 303 240 729 561 54 510 152 358 108
cat_boundaries=0 30 59 61 63 66 67 84 85 87 88
cat_threshold=0 2054 0 134217728 0 1 262144 0 0 32768 0 2048 0 0 268435456 0 0 0 0 2050 0 0 4194304 0 0 268468224 64 0 0 12288 1342177280 8 4 0 65536 0 0 0 0 0 0 33554432 8192 0 0 0 0 0 33558528 0 128 0 0 8 0 0 0 0 524288 67218432 32 0 10276 49152 2147483648 524288 4 2 0 0 0 34 0 0 131072 0 0 0 0 0 268435456 0 0 16 130 17825824 2 322
is_linear=0
shrinkage=0.04


Tree=450
num_leaves=31
num_cat=9
split_feature=8 12 8 2 12 11 2 2 2 2 9 4 2 9 6 3 12 2 4 2 1 2 2 3 2 2 2 2 2 2
split_gain=1.1916 0.749559 0.71637 0.570905 0.537483 0.612843 0.621143 0.479639 0.452353 0.4203 0.417261 0.372785 0.495403 0.358001 0.326346 0.449514 0.303551 0.379054 0.265966 0.255406 0.249483 0.250234 0.242365 0.233072 0.215921 0.209177 0.390769 0.371925 0.207085 0.204508
threshold=0 1 2 45.500000000000007 3 4 37.500000000000007 89.500000000000014 101.50000000000001 18.500000000000004 5 7650.0000000000009 3.5000000000000004 6 7 1999.5000000000002 8 10.500000000000002 775.00000000000011 6.5000000000000009 1.5000000000000002 30.500000000000004 13.500000000000002 1996.5000000000002 16.500000000000004 55.500000000000007 16.500000000000004 9.5000000000000018 2.5000000000000004 8.5000000000000018
decision_type=9 9 9 10 9 9 10 10 10 10 9 10 10 9 9 10 9 8 10 10 10 8 10 10 10 8 10 10 8 10
left_child=1 10 -2 9 5 6 11 -8 -7 18 -1 12 28 16 15 24 17 -6 -3 -15 -18 29 -17 25 -14 26 27 -12 -4 -22
right_child=2 3 4 -5 13 8 7 -9 -10 -11 23 -13 14 19 -16 22 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.0812666877130025e-05 -3.9634284207135298e-05 4.8924547842039536e-05 6.3622587688532369e-05 9.6764620825598067e-05 -4.3870019134800595e-05 -2.1585296175025082e-05 9.6915210872545245e-05 2.19929118073378e-07 4.3624762038594791e-05 -6.8774955143478201e-05 4.3487829400246249e-05 -0.0015500213864385486 -0.0002542069324042476 -6.6640505860841225e-05 -9.0336074096701211e-05 0.0013506365061348585 2.0844034196701215e-05 7.6122729752004431e-05 -6.3293466409900963e-06 -0.00011091383884361827 -0.00068735768296530376 -1.9868355330343725e-05 4.7449352290818234e-05 -1.2687200200439532e-06 3.3041650960266706e-05 3.4906736640414866e-07 0.00045966124550103849 -4.7504583889730061e-06 0.00028580898313155487 2.0180093022969075e-05
leaf_weight=172 259 106 49 72 78 476 93 52 74 43 31 26 74 73 182 39 39 168 30 164 62 201 30 64 37 52 31 30 46 126
leaf_count=172 259 106 49 72 78 476 93 52 74 43 31 26 74 73 182 39 39 168 30 164 62 201 30 64 37 52 31 30 46 126
internal_value=0.000148992 0.00167601 -0.000267911 0.00334351 -1.71438e-05 0.000544995 0.00138967 0.00369863 -0.000427808 0.00224444 0.000511508 0.000719007 0.000986899 -0.000741866 0.000308539 0.00146597 -0.000256935 0.000840466 0.00332847 -0.00204839 -0.000892939 -0.00122051 0.00405714 0.00168036 -3.57152e-05 0.00264827 0.00378495 0.00187097 0.00354167 -0.000169313
internal_weight=2979 631 2348 251 2089 1178 628 145 550 179 380 483 457 911 362 180 674 246 136 237 428 389 69 208 111 144 92 61 95 188
internal_count=2979 631 2348 251 2089 1178 628 145 550 179 380 483 457 911 362 180 674 246 136 237 428 389 69 208 111 144 92 61 95 188
cat_boundaries=0 30 32 59 61 64 66 68 69 71
cat_threshold=0 2052 0 134217728 3221291008 1 262144 2147483648 0 0 0 2052 64 1536 268435456 0 0 0 0 2048 0 0 0 0 0 32768 0 0 524288 12288 1114402 32 1342177280 8 0 0 0 0 0 0 1 0 0 33685504 0 1048576 0 0 0 0 33554432 0 256 0 0 0 0 0 64 98594 32 32772 0 524288 256 28676 0 6304 146 1179712 2
is_linear=0
shrinkage=0.04


Tree=451
num_leaves=31
num_cat=12
split_feature=8 3 2 9 12 4 0 8 1 9 12 12 2 3 6 15 0 12 6 12 2 0 2 1 2 2 3 2 2 0
split_gain=0.965145 0.554275 0.435704 0.69316 0.910661 0.559733 0.551543 0.471299 0.440352 0.394303 0.62645 0.38439 0.41724 0.384267 0.366375 0.351476 0.392567 0.359237 0.295124 0.468517 0.4001 0.392765 0.293117 0.459377 0.293104 1.37543 0.46062 0.280467 0.637504 0.268799
threshold=0 2008.5000000000002 46.500000000000007 1 2 33.000000000000007 33.175000000000004 3 5.5000000000000009 4 5 6 1.5000000000000002 2015.5000000000002 7 8 47.750000000000007 9 10 11 29.500000000000004 39.07500000000001 33.500000000000007 5.5000000000000009 272.00000000000006 104.50000000000001 1996.5000000000002 182.50000000000003 79.500000000000014 37.250000000000007
decision_type=9 10 10 9 9 10 10 9 10 9 9 9 10 8 9 9 10 9 9 9 8 10 8 8 10 10 10 10 10 10
left_child=1 29 7 -4 6 8 -5 11 24 15 14 12 -2 -8 -11 16 17 -9 -19 -20 21 -21 23 -16 25 26 -6 28 -15 -1
right_child=2 -3 3 4 5 -7 13 9 -10 10 -12 -13 -14 27 22 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.6713374389871017e-05 0.00028674463281085625 4.5798012950191637e-05 -6.5456965252508326e-06 1.2496882729851697e-05 -1.2449415039206799e-05 -2.7760889721035309e-05 -2.2159016073685947e-06 -7.350894411708406e-05 -0.00049844843737661157 9.3605008119758225e-05 -3.1629081384456538e-05 -0.0001833420635739523 -2.456009500724707e-05 5.6029183406650173e-05 8.0926335861174298e-05 -3.4641571891339165e-05 5.8535569722858315e-05 -4.8697569996963879e-05 -1.5688178584077572e-05 -0.00017660802483886043 0.0003388250074417272 0.00026504170531245708 0.00011535721721653439 -0.00040655625876766157 -2.9951204637581591e-05 0.00096323546020877962 6.0055057321626341e-05 5.5892284436631528e-05 8.8346270793044344e-05 2.15537234351877e-05
leaf_weight=36 62 32 127 145 112 55 32 329 45 101 165 255 208 32 96 223 28 126 128 26 28 83 28 35 38 28 26 34 33 266
leaf_count=36 62 32 127 145 112 55 32 329 45 101 165 255 208 32 96 223 28 126 128 26 28 83 28 35 38 28 26 34 33 266
internal_value=5.12984e-05 0.00204058 -0.000209171 0.000638417 0.00121827 -0.000304763 0.0028432 -0.000522373 0.000495999 -0.000130776 0.000871559 -0.00152985 -0.000427047 0.00481818 0.00206642 -0.000574339 -0.000147564 -0.000332872 0.000487561 0.00123188 0.00278378 0.00185454 0.000729411 -3.0304e-05 0.0012878 0.00201198 0.000345323 0.00604 0.00757576 0.00155775
internal_weight=2962 334 2628 707 580 304 276 1921 249 1396 425 525 270 131 260 971 748 720 391 265 137 109 159 131 204 166 138 99 65 302
internal_count=2962 334 2628 707 580 304 276 1921 249 1396 425 525 270 131 260 971 748 720 391 265 137 109 159 131 204 166 138 99 65 302
cat_boundaries=0 30 32 34 61 63 64 66 67 68 69 70 72
cat_threshold=0 0 0 134217728 0 1 0 0 0 32768 0 2052 64 512 0 0 0 0 0 8192 0 0 0 0 0 16384 0 0 0 4096 1 16420 17014816 32 16 0 0 0 65536 0 0 2147483648 0 0 0 0 0 1048576 0 4096 0 0 33554432 2048 256 0 16777216 0 0 0 64 256 18452 1286146 17907808 32 260 2214592512 84052994 276 1056832 32
is_linear=0
shrinkage=0.04


Tree=452
num_leaves=31
num_cat=15
split_feature=7 7 9 12 12 6 3 3 8 12 8 3 6 0 0 0 6 12 3 5 3 7 11 3 0 13 3 0 5 0
split_gain=1.42203 0.814842 0.600223 0.534865 0.457845 0.41167 0.399132 0.353171 0.325339 0.337382 0.465055 0.456544 0.30089 0.279069 0.277304 0.256442 0.240852 0.39866 0.288369 0.240101 0.240061 0.293251 0.355547 0.251946 0.214502 0.204961 0.405389 0.194451 0.179105 0.153046
threshold=0 1 2 3 4 5 2018.5000000000002 2012.5000000000002 6 7 8 2003.5000000000002 9 44.07500000000001 40.250000000000007 15.500000000000002 10 11 2020.5000000000002 5.5000000000000009 2015.5000000000002 12 13 2022.5000000000002 16.750000000000004 14 2013.5000000000002 40.250000000000007 1.5000000000000002 35.850000000000009
decision_type=9 9 9 9 9 9 8 8 9 9 9 8 9 10 10 8 9 9 8 8 8 9 9 8 10 9 8 10 10 10
left_child=5 4 3 12 6 7 -2 -1 14 11 -11 -10 -3 -7 -4 -5 18 25 -12 -9 -13 24 -23 -24 -22 -18 -27 -25 -17 -19
right_child=1 2 8 15 -6 13 -8 19 9 10 16 20 -14 -15 -16 28 17 29 -20 -21 21 22 23 27 -26 26 -28 -29 -30 -31
leaf_value=8.7992774543471902e-05 -5.4567849787266347e-05 4.5418292803034278e-05 8.5579191015532305e-05 2.6172158644452375e-05 -7.9814871683323699e-05 -3.2768964364732677e-05 2.8891434476965952e-05 0.00019695603934602148 0.0010558991513672004 -1.6166707667365189e-05 0.00021551981013229454 -6.6370628811130027e-05 -9.5122064090972352e-06 0.00015760024971485649 6.2293198919800196e-05 -5.9553531047051613e-05 3.8343942205943265e-06 -5.419554387062946e-05 4.7895913592924187e-05 4.4013549114043651e-05 -8.8731820473397408e-05 2.3175188675537292e-05 0.00011947445147682081 -3.6075447176438317e-05 -0.00056693510034895275 -4.2932864600463857e-05 8.9015347225531206e-05 6.4196876724028831e-05 -2.4226287192161103e-06 -2.9299193247236252e-05
leaf_weight=27 42 109 43 27 241 83 83 29 41 126 44 52 125 34 77 302 159 30 352 68 65 152 29 225 76 31 102 35 63 95
leaf_count=27 42 109 43 27 241 83 83 29 41 126 44 52 125 34 77 302 159 30 352 68 65 152 29 225 76 31 102 35 63 95
internal_value=0.000125336 -0.000140301 0.000134963 -0.000916798 -0.00186737 0.003 0.000147058 0.00462222 0.000518051 0.000359384 0.000846315 -0.000320701 0.000587754 0.00103125 0.00244275 -0.00180645 0.00119903 0.000495326 0.00190663 0.00379592 -0.000592127 -0.000356776 0.000168141 -0.000653334 -0.00186842 0.00129373 0.00241667 -0.0010728 -0.00213115 -0.00132353
internal_weight=2967 2726 2360 626 366 241 125 124 1734 1614 939 675 234 117 120 392 813 417 396 97 634 582 441 289 141 292 133 260 365 125
internal_count=2967 2726 2360 626 366 241 125 124 1734 1614 939 675 234 117 120 392 813 417 396 97 634 582 441 289 141 292 133 260 365 125
cat_boundaries=0 18 36 38 40 41 42 68 70 93 94 95 97 114 117 118
cat_threshold=268451842 0 33554432 8192 0 134217728 0 0 0 268435504 0 0 0 0 0 0 4224 128 0 268435488 1140850688 524288 32 2112 33554432 268435456 2048 134225920 32768 0 0 0 0 32 0 256 1073742080 20484 67289376 32 41312 276 0 0 0 0 0 1 0 2147483648 0 32768 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 16384 34144 32 16 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 256 0 4194304 276 88 1122306 2 0 0 0 0 0 0 0 537001984 0 0 0 128 0 0 0 0 16 32 2147484672 524288 10
is_linear=0
shrinkage=0.04


Tree=453
num_leaves=31
num_cat=8
split_feature=7 5 7 3 2 3 2 0 2 12 6 0 2 12 12 12 1 0 2 2 15 0 2 3 5 2 2 0 1 2
split_gain=1.41197 0.751313 0.658485 0.768312 0.455217 0.386133 0.619228 0.452514 0.549923 0.360539 0.467965 0.459187 0.486983 0.415613 0.351624 0.338187 0.349851 0.459328 0.33734 0.485485 0.291464 0.494436 0.274523 0.456025 0.272661 0.269206 0.348993 0.257168 0.252552 0.534645
threshold=0 5.5000000000000009 1 2001.5000000000002 6.5000000000000009 2007.5000000000002 104.50000000000001 29.500000000000004 203.50000000000003 2 3 42.710000000000008 29.500000000000004 4 5 6 1.0000000180025095e-35 29.500000000000004 321.00000000000006 689.50000000000011 7 38.57500000000001 49.500000000000007 1997.5000000000002 1.5000000000000002 24.500000000000004 2.5000000000000004 16.750000000000004 5.5000000000000009 385.00000000000006
decision_type=9 8 9 8 8 8 10 10 10 9 9 10 8 9 9 9 10 10 10 10 9 10 10 10 8 10 10 10 8 8
left_child=1 -1 -2 22 -3 -5 9 -8 -9 20 14 12 13 -12 24 27 -17 -18 -10 -20 21 -7 23 -4 -11 26 -13 -14 -6 -30
right_child=2 4 3 5 28 6 7 8 18 10 11 25 15 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00016882785100567042 -3.423365666477143e-05 0.00013516887679270351 -0.00022055011358364631 -3.1237322434227693e-05 1.4797111969280679e-05 -3.2564145444186732e-06 -2.0109551697755907e-05 9.8130839789395166e-05 -0.000352162045934335 -6.7225902244224368e-05 4.4818196913594307e-05 6.0350323396639759e-05 1.9225898125558102e-06 -6.4397757442459042e-05 -4.8931272382830574e-05 -0.00072671322580240231 -3.8071925350653302e-06 5.0639258626721948e-05 3.5600442714695224e-05 -1.4641159780204773e-05 -4.7777899821602863e-05 7.5890768751191929e-05 0.00020863739441738137 5.4159451945701919e-05 1.5059671283018166e-05 -0.00026578761793640915 0.00030967454720969224 7.0016519995227475e-05 7.7013667448304921e-05 6.236344378657997e-06
leaf_weight=31 237 29 43 89 157 70 36 58 27 49 148 45 55 238 233 40 108 53 30 34 528 43 56 30 192 32 55 78 41 53
leaf_count=31 237 29 43 89 157 70 36 58 27 49 148 45 55 238 233 40 108 53 30 34 528 43 56 30 192 32 55 78 41 53
internal_value=0.000221993 0.0027205 -8.70903e-05 0.000117597 0.00213523 -5.53087e-05 5.20195e-05 0.00225806 0.00322667 -0.000156505 0.00022139 0.000778678 0.000388349 -0.000578812 -0.000775259 0.00150448 0.00035849 0.00120988 0.00126087 0.00283077 -0.000926381 0.000870967 0.00310769 0.00145946 0.000301586 0.00294737 0.0039604 0.00297222 0.00157143 0.0032
internal_weight=2918 311 2607 2370 280 2241 2152 185 149 1967 1326 852 720 386 474 334 201 161 91 64 641 113 129 73 241 132 100 133 251 94
internal_count=2918 311 2607 2370 280 2241 2152 185 149 1967 1326 852 720 386 474 334 201 161 91 64 641 113 129 73 241 132 100 133 251 94
cat_boundaries=0 18 34 36 37 38 39 40 41
cat_threshold=268451842 0 8192 10240 0 134217728 0 536879104 0 0 40960 128 0 268435456 0 0 144 128 1 17 536870912 2359808 0 8256 0 0 33554432 134225920 0 0 128 0 0 32 67183616 32 338 17842240 131362 16812288 2281701376
is_linear=0
shrinkage=0.04


Tree=454
num_leaves=31
num_cat=9
split_feature=8 8 4 3 9 12 3 0 2 3 2 2 2 2 2 11 2 8 3 0 2 2 12 9 3 2 0 2 12 2
split_gain=1.38648 0.673222 0.581648 0.769431 0.3567 0.305882 0.450076 0.657016 0.669347 0.377273 0.323336 0.350628 0.429371 0.419813 0.523131 0.304252 0.548561 0.308563 0.26185 0.252038 0.467292 0.581993 0.381393 0.345883 0.416599 0.396005 0.241701 0.234496 0.23212 0.297484
threshold=0 1 8015305000.000001 1988.5000000000002 2 3 2015.5000000000002 24.500000000000004 16.500000000000004 2001.5000000000002 352.00000000000006 114.50000000000001 63.500000000000007 34.500000000000007 23.500000000000004 4 203.50000000000003 5 2004.5000000000002 38.57500000000001 2.5000000000000004 3.5000000000000004 6 7 2016.5000000000002 19.500000000000004 35.850000000000009 12.500000000000002 8 1075.0000000000002
decision_type=9 9 8 10 9 9 8 10 8 8 10 10 10 10 10 9 8 9 8 10 10 10 9 9 10 10 10 10 9 8
left_child=2 -2 -1 -4 -3 6 -6 -8 -9 -7 11 12 13 14 -10 16 26 -17 -19 28 -21 -22 -23 25 -25 -24 -11 -28 -20 -30
right_child=1 4 3 -5 5 9 7 8 10 15 -12 -13 -14 -15 -16 17 -18 18 19 20 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-2.7862686090694743e-05 -3.891531391393665e-05 -2.7029124577121342e-05 8.137566064624119e-05 6.7157785997954505e-06 -3.0704823529016e-05 0.00012475452702601482 -5.3911436488193569e-06 2.0871525668113155e-06 0.00028863784423752229 0.00070368757688711548 -1.929776814078825e-06 0.00049374322595625863 -0.00011913600804396983 4.536924730323142e-05 -0.00017477568218681602 -0.00046777849854123441 -9.2316826229752599e-05 -0.00056833062415352121 -2.2362058165535993e-05 -1.9956406747428917e-05 0.00017716143315671642 -9.2816539190474167e-06 6.0688802378881679e-05 0.0001669946229345721 -0.00026225704211958983 -0.0006622601237669842 8.1655066410576111e-05 2.7075689756911479e-06 -1.3704358547736622e-06 0.00022056124315897077
leaf_weight=34 212 124 141 58 89 86 200 177 91 27 32 25 28 36 38 112 57 30 247 93 26 225 67 179 25 72 26 69 292 31
leaf_count=34 212 124 141 58 89 86 200 177 91 27 32 25 28 36 38 112 57 30 247 93 26 225 67 179 25 72 26 69 292 31
internal_value=0.000177626 -8.21425e-05 0.00306557 0.00402 0.000104969 0.000217481 0.000902337 0.00129299 0.00217757 -8.1195e-05 0.00350598 0.00405479 0.0034433 0.00421687 0.00310769 -0.000222927 0.00128421 -0.000422696 -0.000237289 -0.000149445 0.000366278 0.000779831 0.00050615 0.00132203 0.00234419 -0.000240001 0.00286179 0.001875 -0.000770579 -3.59291e-05
internal_weight=2949 2716 233 199 2504 2380 716 627 427 1664 250 218 193 165 129 1578 179 1399 1287 1257 687 594 568 343 204 139 122 95 570 323
internal_count=2949 2716 233 199 2504 2380 716 627 427 1664 250 218 193 165 129 1578 179 1399 1287 1257 687 594 568 343 204 139 122 95 570 323
cat_boundaries=0 30 59 61 62 65 86 88 90 92
cat_threshold=0 2050 0 134217728 2147491840 1 0 0 0 32768 0 131072 64 0 268435456 0 0 0 0 2048 0 0 0 0 0 268468224 0 0 0 12288 1073741824 8 4 0 0 0 0 0 0 0 0 33554432 8192 1048576 0 0 0 0 0 0 0 0 4194304 0 0 1073741824 4 0 128 1073742592 128 17858880 32768 2147484160 524288 0 4 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 256 215072 2 0 20484 3074 32
is_linear=0
shrinkage=0.04


Tree=455
num_leaves=31
num_cat=10
split_feature=8 7 4 9 2 2 2 7 8 2 2 13 2 0 2 8 2 2 18 4 2 4 2 9 0 2 2 6 4 1
split_gain=0.832643 1.03016 0.836211 0.940177 0.611845 0.493238 0.44862 0.43673 0.665399 0.4634 0.366245 0.306401 0.380665 0.608995 0.527342 0.238663 0.24257 0.274336 0.262098 0.23716 0.220567 0.220519 0.257881 0.552667 0.45746 0.306974 0.30362 0.354461 0.335702 0.361855
threshold=0 1 850.00000000000011 2 6.5000000000000009 108.50000000000001 295.00000000000006 3 4 1.5000000000000002 3.5000000000000004 5 22.500000000000004 23.500000000000004 31.500000000000004 6 45.500000000000007 23.500000000000004 7 93035.500000000015 7.5000000000000009 575.00000000000011 37.500000000000007 8 39.07500000000001 54.500000000000007 15.500000000000002 9 4.0000000000000009 4.5000000000000009
decision_type=9 9 8 9 10 10 10 9 9 8 10 9 10 10 10 9 10 10 9 10 10 10 10 9 10 10 8 9 10 10
left_child=2 -2 -1 -4 10 15 -7 11 -9 -10 -5 12 -3 14 -14 16 17 18 -6 21 -21 22 26 24 25 -24 27 -11 29 -29
right_child=1 7 3 4 5 6 -8 8 9 19 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=7.0553570565806895e-05 -7.3294368691230967e-05 -0.00036338911256206794 -1.5499583320674124e-05 0.00013017951863916369 -3.0183673474209528e-05 0.0013137548950541385 2.4897832952495028e-07 -7.821364223919022e-05 -0.00039158196307968415 0.00012577575514297667 0.00014510435263460908 3.6077706969882118e-05 0.00032547011796499244 8.428823676048809e-05 -0.0004239434415448265 -1.4409502660583939e-06 4.5586356083683705e-05 -0.00014867701480170495 0.00025887345378748308 -3.6451543557066131e-06 -0.00012742162348864384 4.9105365050597408e-05 0.00026110187793899035 -1.5226635521178151e-05 6.3307934729882494e-05 -2.1824741227928787e-05 -5.520686907425453e-05 -0.00027548626765529563 -0.0016451728399027262 1.4144330473147759e-05
leaf_weight=25 236 120 103 76 29 30 26 119 47 127 37 273 27 42 97 148 38 30 53 25 43 46 38 121 136 92 399 31 36 268
leaf_count=25 236 120 103 76 29 30 26 119 47 127 37 273 27 42 97 148 38 30 53 25 43 46 38 121 136 92 399 31 36 268
internal_value=9.8663e-05 -0.000245074 0.00141914 0.00112084 0.00186611 0.00108169 0.00449123 4.38503e-05 -0.000306694 -5.35221e-05 0.00445614 0.000989473 5.38711e-05 0.00129341 -0.000128001 0.000428093 0.00149068 0.000637167 0.00183132 8.21707e-05 -0.0022029 0.00020386 0.000102481 0.000958762 0.00193502 0.000305343 -0.000283064 0.000414686 -0.000289018 0.000146666
internal_weight=2918 2323 595 570 467 354 56 2087 1528 1409 113 559 286 166 124 298 150 112 82 1362 68 1294 1248 387 266 130 861 462 335 299
internal_count=2918 2323 595 570 467 354 56 2087 1528 1409 113 559 286 166 124 298 150 112 82 1362 68 1294 1248 387 266 130 861 462 335 299
cat_boundaries=0 27 45 47 65 79 80 94 95 97 98
cat_threshold=0 2050 0 134217728 2147549184 1 262144 2147483648 0 0 0 131076 0 1536 0 0 0 0 0 2048 0 0 4194304 8 0 16384 64 0 0 536870912 516 524288 134217728 0 0 33556480 0 0 256 128 0 0 0 0 256 256 16404 131072 0 1141899264 2048 0 0 0 131072 65536 268435456 0 128 16 0 0 0 128 128 1342177280 8 0 0 0 0 0 0 0 0 0 33554432 10240 1048576 2 0 0 0 0 0 0 262144 2147483648 0 0 0 131072 0 512 4 0 2052 130
is_linear=0
shrinkage=0.04


Tree=456
num_leaves=31
num_cat=12
split_feature=7 8 7 12 5 1 2 12 2 12 9 2 2 5 0 2 12 2 6 2 2 3 2 6 0 0 8 2 12 2
split_gain=1.0217 0.758731 0.63387 0.509387 0.461236 0.385041 0.325058 0.39127 0.490315 0.311286 0.378794 0.305632 0.295195 0.311373 0.297874 0.544699 0.2785 0.531672 0.511834 0.275499 0.425924 0.255983 0.270399 0.247329 0.230525 0.22758 0.219544 0.411646 0.288491 0.213128
threshold=0 1 2 3 5.5000000000000009 5.5000000000000009 29.500000000000004 4 147.50000000000003 5 6 10.500000000000002 41.500000000000007 3.5000000000000004 15.500000000000002 69.500000000000014 7 5.5000000000000009 8 187.50000000000003 100.50000000000001 2004.5000000000002 14.500000000000002 9 40.250000000000007 18.500000000000004 10 6.5000000000000009 11 23.500000000000004
decision_type=9 9 9 9 8 10 8 9 10 9 9 10 10 8 10 10 9 10 9 10 8 8 10 9 10 10 9 8 9 10
left_child=4 3 6 -2 -1 21 -3 8 25 10 19 16 23 -14 15 -15 17 -11 24 20 -4 -6 -23 -13 -18 -8 28 -28 -5 -25
right_child=1 2 9 26 5 -7 7 -9 -10 11 -12 12 13 14 -16 -17 18 -19 -20 -21 -22 22 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00016232723926217705 0.00011695041132832033 -0.00012232475854908386 6.8836645929635721e-06 -0.00035773887680492432 -0.0013425827246226739 0.0001068741022557805 -0.00010169603219181867 -3.3838593503038352e-05 -0.00025758068134644783 2.3877749953279787e-05 -2.1371300963745603e-05 -7.1973882514820821e-05 -0.00061808483778958822 -7.3640344735438792e-06 6.6560213525690419e-07 4.5958583978931513e-05 3.1705116883578874e-05 0.0013594288052182926 -1.6132791720119596e-05 0.00015396187374470784 -0.00014225022295418367 6.5746798513941852e-06 8.5986552714649995e-05 0.00017122038886935114 0.00033643544504375082 7.1656702627991942e-05 3.2770406361141771e-05 3.1259256410382962e-06 2.7710721883612986e-05 -0.00015710627968076066
leaf_weight=32 100 321 289 100 27 32 27 206 26 80 166 210 36 25 242 32 72 26 151 25 47 69 62 76 28 83 27 118 146 50
leaf_count=32 100 321 289 100 27 32 27 206 26 80 166 210 36 25 242 32 72 26 151 25 47 69 62 76 28 83 27 118 146 50
internal_value=-1.36521e-06 -0.000219119 -0.00053477 0.00118725 0.00254077 0.00188482 -0.00156083 -0.000723033 0.000925169 -8.94007e-05 -0.000869889 0.000315687 -0.000184525 0.000654761 0.00108 0.00365517 0.00126257 0.00287179 0.000442747 -0.00011828 -0.000427301 0.0010566 0.00178788 -0.00102077 0.00252252 0.00216216 0.000487561 0.00166667 -0.000249028 0.000408758
internal_weight=2931 2709 2218 491 222 190 663 342 136 1555 527 1028 671 335 299 57 357 106 251 361 336 158 131 336 100 110 391 145 246 126
internal_count=2931 2709 2218 491 222 190 663 342 136 1555 527 1028 671 335 299 57 357 106 251 361 336 158 131 336 100 110 391 145 246 126
cat_boundaries=0 17 46 63 64 65 67 69 71 72 73 94 96
cat_threshold=268435458 17 33562624 2048 0 134217728 4194304 0 0 8208 40960 0 0 0 0 0 128 0 2050 0 134217728 2147549184 0 262144 0 0 32768 0 2048 2048 1048576 0 4096 0 0 33554432 0 128 0 0 0 0 32768 0 0 524288 0 0 1611923456 512 34 2 131072 0 33622016 32 0 0 0 0 0 0 1073745920 50432 41250 16876576 2 0 10276 1073152 32 194 30 0 2048 0 0 0 0 262144 0 0 0 0 2048 0 0 0 4096 0 0 0 0 128 1048672 32
is_linear=0
shrinkage=0.04


Tree=457
num_leaves=31
num_cat=15
split_feature=8 4 12 8 8 12 15 12 3 0 8 4 12 11 4 4 3 12 13 17 0 4 5 3 12 0 0 15 3 4
split_gain=1.48625 0.65113 0.501962 0.425495 0.425432 0.335784 0.581633 0.348659 0.449299 0.417259 0.348559 0.329746 0.587938 0.301145 0.475467 0.371719 0.257352 0.221242 0.266657 0.371205 0.295774 0.216928 0.235256 0.214308 0.250841 0.519799 0.520118 0.212419 0.406656 0.211493
threshold=0 18214475000.000004 1 2 3 4 5 6 1997.5000000000002 29.500000000000004 7 40558085500.000008 8 9 6789.5000000000009 15.000000000000002 2010.5000000000002 10 11 12 40.250000000000007 1050.0000000000002 1.5000000000000002 2014.5000000000002 13 35.850000000000009 14.500000000000002 14 1997.5000000000002 12093950000.000002
decision_type=9 10 9 9 9 9 9 9 10 10 9 8 9 9 10 10 8 9 9 9 8 8 8 10 9 10 10 9 10 8
left_child=1 2 -1 -4 11 27 7 -7 9 -9 -8 -2 -13 15 17 -12 -5 -15 21 -20 23 -19 -23 24 -21 26 -26 28 -6 -18
right_child=4 -3 3 16 5 6 10 8 -10 -11 13 12 -14 14 -16 -17 29 18 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.1907354449330468e-07 -0.00070569372499512434 -0.00070697839022654653 7.8491695339408754e-06 -8.7392559340966854e-07 1.3218884071121067e-05 2.2787938886619786e-07 5.0492402241210823e-05 0.0010003218829764246 0.00045470313686870169 -0.00020449407985497002 5.7322229624839438e-05 1.4632608612695898e-05 -7.4887194983045527e-05 -3.9031000779493318e-05 2.4020242524643143e-05 -0.0015838077987590858 0.00013739017572945712 -0.0016884614794039513 -4.0778725702783797e-05 0.00016657618676177484 -0.00025493245838937277 4.0951819876028249e-05 -5.7807127021449562e-05 5.2301531789517254e-05 -0.00034645057749642524 -0.00098096381212869508 0.00077537566658578789 -8.3640827689955411e-05 -0.00047974848906472324 8.5010140891354343e-05
leaf_weight=109 74 26 129 25 179 108 111 62 35 56 85 112 149 250 56 26 52 39 122 122 55 48 353 27 35 88 56 178 55 136
leaf_count=109 74 26 129 25 179 108 111 62 35 56 85 112 149 250 56 26 52 39 122 122 55 48 353 27 35 88 56 178 55 136
internal_value=0.000137883 0.00215574 0.00255752 0.00326346 -0.000258428 -4.82161e-05 0.000197134 0.00189706 0.00309756 0.00208403 -0.000115904 -0.00156069 -0.000931299 -0.00029716 -0.000478606 0.00160656 0.00441071 -0.000652175 -0.000355649 0.000271317 0.000883248 -0.0010643 -0.000805971 0.0013617 0.00104636 2.10517e-05 0.00213043 -0.0010591 -0.000228572 0.00512169
internal_weight=2958 477 451 342 2481 2146 1734 261 153 118 1473 335 261 1362 1251 111 213 1195 945 505 383 440 401 328 301 179 91 412 234 188
internal_count=2958 477 451 342 2481 2146 1734 261 153 118 1473 335 261 1362 1251 111 213 1195 945 505 383 440 401 328 301 179 91 412 234 188
cat_boundaries=0 30 31 61 91 92 93 95 122 124 127 129 130 131 132 133
cat_threshold=0 0 0 134217728 2147549184 1 0 0 0 32768 0 2052 2048 1536 268435456 0 0 0 4096 0 0 0 0 0 0 268468224 0 0 524288 8192 1245216 0 0 0 0 2147549184 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 3489660944 2048 4 0 0 0 0 0 0 0 0 0 8192 1048576 0 4096 0 0 0 8192 0 0 4194304 0 0 0 0 0 0 4096 83889184 2156396544 320 32 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 0 8 0 0 64 16778562 32 16384 512 524288 8256 2 2 14 1114114 201326592
is_linear=0
shrinkage=0.04


Tree=458
num_leaves=31
num_cat=9
split_feature=8 7 4 17 1 8 2 2 12 2 12 2 2 4 7 3 2 3 3 4 4 2 1 1 2 2 13 8 2 1
split_gain=1.73163 0.780542 0.557362 0.583385 0.507256 0.391897 0.410008 0.638987 0.414262 0.490389 0.369057 0.366603 0.355979 0.415634 0.33808 0.337296 0.333325 0.337022 0.25263 0.253821 0.289879 0.245396 0.405891 0.335794 0.316525 0.233258 0.32062 0.220917 0.289035 0.220109
threshold=0 1 9530980000.0000019 2 4.5000000000000009 3 321.00000000000006 103.50000000000001 4 73.500000000000014 5 86.500000000000014 23.500000000000004 5544455000.000001 6 2020.5000000000002 2.5000000000000004 2010.5000000000002 2015.5000000000002 141.00000000000003 21354125000.000004 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 37.500000000000007 7 8 24.500000000000004 5.5000000000000009
decision_type=9 9 10 9 10 9 10 10 9 10 9 10 10 8 9 8 8 8 8 8 8 10 10 8 10 8 9 9 10 8
left_child=2 10 3 12 -5 -3 7 8 16 14 -2 -11 13 -1 15 -10 -7 -18 -16 -20 -21 23 -23 -22 -24 26 -19 28 -26 -8
right_child=1 5 -4 4 -6 6 29 -9 9 11 -12 -13 -14 -15 18 -17 17 25 19 20 21 22 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-4.7200922347546831e-05 -2.2301954604394302e-09 -1.2558747428226133e-05 8.8089483787594719e-05 -1.4492432966613277e-06 8.1876048427318593e-05 0.00041783313250288279 6.1389588522621632e-05 -0.00038630584428164935 0.00051059112733985743 5.7309726345302646e-05 -8.472788556554535e-05 3.258262723662382e-05 -0.00073189632462958537 0.00036001842645125184 -5.3677409507095607e-05 -3.1722309339668104e-05 0.00061365743917883716 -0.00031250162648935401 3.2873342805388319e-05 -0.00020666773638471027 -0.00010518080784583075 -0.00090003848491582768 0.00022949543552897725 7.9506042431894567e-06 -0.0016391430277517204 2.4700964942147254e-05 2.6448529013715461e-05 1.0179567854349451e-05 1.9453663493995063e-06 2.9887456189505471e-06
leaf_weight=44 109 104 43 40 126 41 45 95 47 42 236 54 52 55 159 61 37 100 26 130 109 36 34 102 61 143 150 591 50 35
leaf_count=44 109 104 43 40 126 41 45 95 47 42 236 54 52 55 159 61 37 100 26 130 109 36 34 102 61 143 150 591 50 35
internal_value=0.000139282 -0.000225461 0.00269542 0.0021761 0.00370621 4.94909e-05 0.000170448 6.18647e-05 0.000216818 -0.000111039 -0.00196629 0.00263917 0.000222221 0.00164 -0.000301351 0.0017479 0.00123651 0.000928073 -0.000482812 -0.000277194 -0.000369839 -0.000134147 0.000196636 -0.00133962 0.000401627 0.000578679 -0.000159363 0.000216215 -0.00134426 0.00296296
internal_weight=2957 2597 360 317 166 2252 2148 2068 1973 1502 345 96 151 99 1406 108 471 430 1298 1139 1113 983 772 211 736 393 250 702 111 80
internal_count=2957 2597 360 317 166 2252 2148 2068 1973 1502 345 96 151 99 1406 108 471 430 1298 1139 1113 983 772 211 736 393 250 702 111 80
cat_boundaries=0 30 48 49 76 77 79 83 84 105
cat_threshold=0 2048 0 134217728 73728 0 262144 0 0 32768 0 0 64 1536 268435456 0 0 0 0 0 0 0 0 0 0 32768 0 0 0 8192 0 128 1073741824 4 524288 64 0 268435456 33554432 8224 32 2097408 268435456 0 0 0 1073741824 256 10 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 4194304 0 0 16384 64 83952896 67119104 32 131074 1 1048576 2099200 12 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 384
is_linear=0
shrinkage=0.04


Tree=459
num_leaves=31
num_cat=11
split_feature=7 7 9 2 8 12 7 8 12 2 3 2 2 12 2 5 3 6 2 2 2 2 2 5 2 2 2 2 13 2
split_gain=1.52977 1.04419 0.575407 0.514592 0.435887 0.412055 0.541641 0.37665 0.495191 0.347949 0.433417 0.301668 0.29258 0.265982 0.352541 0.255829 0.358241 0.233899 0.60722 0.32841 0.241505 0.227366 0.217759 0.212755 0.211106 0.187592 0.178278 0.174523 0.690024 0.323834
threshold=0 1 2 78.500000000000014 3 4 5 6 7 3.5000000000000004 2015.5000000000002 28.500000000000004 20.500000000000004 8 38.500000000000007 3.5000000000000004 2019.5000000000002 9 7.5000000000000009 10.500000000000002 10.500000000000002 49.500000000000007 34.500000000000007 2.5000000000000004 298.50000000000006 14.500000000000002 29.500000000000004 37.500000000000007 10 88.500000000000014
decision_type=9 9 9 10 9 9 9 9 9 10 8 10 8 9 10 8 8 9 8 10 8 8 10 8 10 10 10 10 9 10
left_child=9 7 4 17 13 15 11 -2 -9 -1 -11 12 -7 14 -3 -6 -17 20 -19 -20 -4 -18 -15 -12 -13 -25 -21 -8 -29 -30
right_child=1 2 3 -5 5 6 27 8 -10 10 23 24 -14 22 -16 16 21 18 19 26 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.00019841811836896804 3.4678860270794865e-06 7.3353396072683251e-05 7.4934872490696903e-05 -0.00033617895581014768 -0.0014037203288062845 3.7539100746427776e-05 -9.2587992299342277e-05 -0.00029315701010263352 -8.4741661654274519e-06 3.0366157234096292e-06 2.0706311997450243e-05 -0.00072387032306384352 0.0013332068006812817 -3.8818146339917486e-05 -2.5466676412689736e-06 -1.8812338628352856e-05 0.00026281751432481889 -0.00020057369963501705 0.00038588361456537033 3.0760588111543047e-06 -2.2233461675487911e-05 -5.4427755326681124e-05 2.5265669495705761e-05 0.00016604126693979627 7.2101736240803428e-06 0.00037716025421631865 0.00010117027740521957 -0.0001623645648147471 3.621905082017626e-05 -4.4138147586636478e-07
leaf_weight=25 107 147 37 57 29 31 611 256 205 53 25 30 25 191 84 67 93 48 54 57 97 54 181 34 25 52 34 105 61 64
leaf_count=25 107 147 37 57 29 31 611 256 205 53 25 30 25 191 84 67 93 48 54 57 97 54 181 34 25 52 34 105 61 64
internal_value=4.21759e-05 -0.000202826 0.000196989 0.00157975 -0.000106137 -0.000547265 -0.000922119 -0.0017133 -0.00221187 0.00342 0.00426667 0.00160656 0.00378947 0.000762214 0.00180165 0.000897637 0.00141395 0.00223171 0.00307843 0.00452055 0.00071724 0.00251351 8.355e-05 0.00567857 -0.000357144 0.00662069 0.003 -0.0012723 -0.000346321 0.00161765
internal_weight=2939 2750 2182 384 1798 1195 952 568 461 189 164 111 56 603 231 243 214 327 193 145 134 147 372 111 55 86 91 841 230 125
internal_count=2939 2750 2182 384 1798 1195 952 568 461 189 164 111 56 603 231 243 214 327 193 145 134 147 372 111 55 86 91 841 230 125
cat_boundaries=0 18 36 38 64 65 82 103 104 106 107 108
cat_threshold=268451840 0 33554432 128 0 0 0 8192 2048 8208 0 0 0 0 0 0 0 128 2 128 1141899264 4 524322 2114 33554432 805306368 0 0 0 320 0 0 0 0 1073745920 256 0 22548 0 0 0 0 2147483648 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 128 0 16777216 0 0 16384 1048928 0 16 0 2048 0 0 0 131072 33554432 0 0 128 0 0 0 0 16 0 0 0 134217728 0 0 0 0 0 0 0 2048 2048 512 0 0 0 0 0 0 256 16876642 16843778 32 26 10
is_linear=0
shrinkage=0.04


Tree=460
num_leaves=31
num_cat=9
split_feature=7 7 12 2 7 4 2 2 2 1 4 4 6 2 3 2 12 3 2 0 3 17 3 6 2 1 2 2 0 7
split_gain=1.64625 0.704089 0.382924 0.57916 0.362142 0.617557 0.491097 0.82714 0.401302 0.414816 0.30673 0.308148 0.494133 0.51716 0.316782 0.297927 0.223378 0.218039 0.226764 0.209055 0.201542 0.199393 0.311228 0.353067 0.611353 0.229796 0.260353 0.243582 0.209946 0.208317
threshold=0 1 2 229.00000000000003 3 12093950000.000002 90.500000000000014 65.500000000000014 46.500000000000007 3.5000000000000004 7729560000.000001 1188.0000000000002 4 11.500000000000002 2020.5000000000002 1.5000000000000002 5 2017.5000000000002 6.5000000000000009 31.500000000000004 2018.5000000000002 6 2015.5000000000002 7 41.500000000000007 4.5000000000000009 6.5000000000000009 11.500000000000002 30.500000000000004 8
decision_type=9 9 9 10 9 8 10 10 10 10 10 8 9 10 8 8 9 8 10 10 8 9 8 9 10 10 8 8 10 9
left_child=10 19 3 4 5 -3 7 16 9 -7 11 -1 13 -13 -14 -4 -6 -11 -19 -2 -5 -17 -23 28 25 -25 -27 -28 29 -24
right_child=1 2 15 20 6 8 -8 -9 -10 17 -12 12 14 -15 -16 21 -18 18 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00013306089238150821 1.6810296322128263e-06 -0.00010772423866455938 3.8895569236718837e-05 0.00044276474366459166 -0.00029337343230088653 4.0023947639218642e-05 -2.2098758710447693e-05 4.7601596873364353e-05 3.5692253747470122e-05 2.0608092490197626e-05 0.00014833905895943406 1.0258266817463625e-05 -0.00021070598732311126 8.5924653782119329e-05 2.0844958492508767e-05 1.1679090204010695e-05 1.2951950802664861e-06 3.5721552366072701e-05 -3.9508569436399423e-05 -0.00052953079606207862 6.9576295700063566e-07 -0.00036632222861099611 1.6779289197282708e-05 -0.0003085771852792038 0.00034948973698216987 -0.001363952496114106 0.0021791968776264776 1.3760791193892783e-06 -3.1746734988875972e-05 -2.8661001584187905e-05
leaf_weight=31 38 40 49 25 125 28 68 41 55 25 25 38 36 85 142 185 643 29 87 174 38 129 128 41 45 46 34 95 189 204
leaf_count=31 38 40 49 25 125 28 68 41 55 25 25 38 36 85 142 185 643 29 87 174 38 129 128 41 45 46 34 95 189 204
internal_value=0.000139773 -0.000219286 -1.52552e-05 0.000480657 0.000276707 0.00154182 -0.000121623 0.000153085 0.00241778 0.00143529 0.0026413 0.00237838 0.00197351 0.00379104 0.000465608 -0.000536333 -0.000145645 0.00053521 -0.000205129 -0.00236771 0.0041875 -0.000678214 -0.000915402 -0.000623245 0.000573528 -0.000294932 0.000340908 0.00126154 -0.00121053 -0.000624626
internal_weight=2918 2561 2349 1204 1141 264 877 809 224 169 357 332 301 123 178 1145 768 141 116 212 63 1096 911 782 261 216 175 129 521 332
internal_count=2918 2561 2349 1204 1141 264 877 809 224 169 357 332 301 123 178 1145 768 141 116 212 63 1096 911 782 261 216 175 129 521 332
cat_boundaries=0 17 35 36 53 54 55 56 57 66
cat_threshold=268451842 0 0 2107392 0 134217728 4194304 8192 0 268435504 8192 128 0 268435456 0 0 1073741968 1 0 262144 524800 0 64 0 268435456 33554432 134225920 32 320 128 0 0 0 0 256 16885762 0 1 603979776 0 32 0 131072 536870912 2048 0 0 0 0 0 0 0 4096 276 10240 10 344 0 0 0 0 0 0 131072 0 65536
is_linear=0
shrinkage=0.04


Tree=461
num_leaves=31
num_cat=14
split_feature=7 8 9 3 7 8 5 3 15 3 16 3 11 8 5 9 3 3 5 5 14 9 4 11 3 4 3 18 4 3
split_gain=1.15467 0.986689 0.755125 0.779192 0.646643 0.655847 0.449322 0.412423 0.386382 0.369457 0.281644 0.3281 0.273454 0.203679 0.198118 0.194358 0.284891 0.540586 0.186401 0.18328 0.180077 0.200422 0.32505 0.175467 0.15304 0.149953 0.147821 0.127394 0.188614 0.120002
threshold=0 1 2 1998.5000000000002 3 4 1.5000000000000002 2019.5000000000002 5 2021.5000000000002 6 2004.5000000000002 7 8 10.500000000000002 9 2002.5000000000002 1997.5000000000002 2.5000000000000004 1.0000000180025095e-35 10 11 1104.0000000000002 12 1995.5000000000002 2091500000.0000002 2003.5000000000002 13 2960.0000000000005 2015.5000000000002
decision_type=9 9 9 10 9 9 8 8 9 8 1 10 9 9 8 9 10 10 8 10 9 9 8 9 10 10 10 9 8 10
left_child=2 -2 26 14 19 6 -6 15 10 -9 11 -8 20 -10 -4 16 17 -7 -15 23 21 -11 -23 24 -3 -25 -1 -14 -29 -17
right_child=1 4 3 -5 5 7 8 9 13 12 -12 -13 27 18 -16 29 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=6.4879695537869075e-06 5.5706726268418579e-05 1.6651231168114907e-05 4.0041605936593786e-05 0.00011431154211011468 0.00023263353287119245 -0.0002108665992888786 -1.0000399323488666e-06 8.9748490412930163e-05 7.7183874056454299e-05 -7.4136158631166306e-06 8.0142579162580788e-05 0.00021800970034433981 -1.6238384671642625e-05 1.2437627214698689e-05 2.1608602813500509e-05 -0.00036798246496628459 -2.6824407631575229e-05 0.00024576894843603831 -4.517599453677106e-05 -0.0001250634358516502 -6.2390680396590446e-05 4.8764776228969342e-05 9.712994216385678e-06 -6.0351297265777164e-05 -0.0008523573826459041 -2.862445284257517e-07 -1.6052654368219016e-05 -0.00025905077004245507 -2.3616214914074691e-05 -1.1017194974851653e-05
leaf_weight=103 109 85 50 43 43 53 87 35 102 122 43 31 78 31 93 85 156 37 81 60 106 38 565 165 30 27 29 27 407 25
leaf_count=103 109 85 50 43 43 53 87 35 102 122 43 31 78 31 93 85 156 37 81 60 106 38 565 165 30 27 29 27 407 25
internal_value=0.00010044 -0.000178857 0.00233435 0.00393909 -0.000346246 -7.76709e-05 0.00132401 -0.000421777 0.000904254 -0.000110226 0.00230232 0.00141176 -0.000217263 -0.00024889 0.00269444 -0.00163586 -0.000871596 0.00087912 -0.00136585 -0.00187302 0.000232778 0.000461956 0.000762214 -0.00151948 -0.000158731 -0.0022069 -5.59449e-05 -0.000933079 -0.000680461 -0.00297521
internal_weight=2946 2628 318 186 2519 2152 418 1734 375 1378 161 118 1343 214 143 356 246 90 112 367 831 725 603 307 115 192 132 512 434 110
internal_count=2946 2628 318 186 2519 2152 418 1734 375 1378 161 118 1343 214 143 356 246 90 112 367 831 725 603 307 115 192 132 512 434 110
cat_boundaries=0 18 48 50 68 97 98 99 102 116 118 119 121 122 123
cat_threshold=268435459 128 33554432 2048 0 134217728 0 8192 0 32 32768 128 16 0 0 0 1073741824 128 0 0 0 0 2147483648 1 0 0 0 32768 0 131072 64 0 0 0 0 0 0 0 0 0 0 0 0 268435456 0 0 0 4096 0 18432 0 268435456 1048576 2621440 32 64 0 268435456 33619968 134217744 0 320 268435456 0 0 0 0 256 0 4 0 134217728 0 0 262144 0 0 0 0 0 2048 1049088 0 0 0 0 4096 0 128 0 4194304 0 0 0 64 0 524288 67108864 2 36 512 524288 0 0 0 134217728 0 0 0 0 0 0 0 0 0 1049088 0 2192 139265 1 8340 4 4
is_linear=0
shrinkage=0.04


Tree=462
num_leaves=31
num_cat=6
split_feature=7 7 2 0 2 2 0 0 2 5 2 15 2 10 7 2 11 3 3 2 2 2 2 2 2 0 2 5 4 4
split_gain=0.924515 0.648398 0.380617 0.680399 0.332504 0.33197 0.335441 0.388371 0.3535 0.314881 0.305203 0.296078 0.500669 0.385135 0.23684 0.264736 0.237329 0.419552 0.274173 0.236373 0.265647 0.232062 0.305084 0.262138 0.397269 0.276517 0.204004 0.203514 0.197966 0.259401
threshold=0 1 187.50000000000003 35.600000000000009 442.50000000000006 69.500000000000014 29.500000000000004 38.57500000000001 52.500000000000007 1.5000000000000002 1150.0000000000002 2 34.500000000000007 3 4 131.00000000000003 5 2000.5000000000002 2008.5000000000002 16.500000000000004 39.500000000000007 67.500000000000014 48.500000000000007 35.500000000000007 25.500000000000004 40.675000000000004 7.5000000000000009 3.5000000000000004 456.00000000000006 6789.5000000000009
decision_type=9 9 10 10 10 10 10 10 8 10 10 9 10 9 9 8 9 10 10 10 10 8 10 10 10 10 8 8 8 8
left_child=5 26 9 -4 -5 6 -1 -8 27 11 -6 12 -3 -13 15 -15 17 21 -18 -11 -21 22 23 24 25 28 -2 -9 -16 -30
right_child=1 2 3 4 10 -7 7 8 -10 19 -12 13 -14 14 16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.4024353495495391e-05 5.0523469215598491e-06 -6.2863106432525253e-07 -2.573978564010542e-05 4.8924412465461045e-05 -1.4751963947718462e-05 5.4703526246915464e-05 0.00019818095230526939 -4.609375285261742e-05 -0.00065971780930127876 6.8227470116768697e-05 2.3718584867245149e-05 -6.9198196259634423e-05 0.0016067216366765372 9.0824513905829458e-06 3.8311201994942758e-05 8.6749047194261742e-05 -2.0519160744711939e-05 -3.1368064497732013e-05 5.6647449608444295e-05 -0.0016851222174643792 9.6776989010516763e-05 -2.3022942391268328e-05 0.00055846636558902734 -6.2659020077378437e-05 9.3855253516838424e-05 4.7887224489686251e-05 -0.00011207071167132014 2.6919450264142686e-05 -0.00035536692156058926 6.2296478946469052e-06
leaf_weight=37 64 73 61 55 29 62 30 34 28 54 33 175 30 344 26 33 340 225 48 27 28 119 50 57 53 48 260 137 25 354
leaf_count=37 64 73 61 55 29 62 30 34 28 54 33 175 30 344 26 33 340 225 48 27 28 119 50 57 53 48 260 137 25 354
internal_value=0.000300679 4.42401e-05 0.000283724 0.00205586 0.00383051 0.00226549 0.00170786 0.00227826 0.00162 0.000134596 0.00177778 1.99891e-05 0.002 -9.85334e-05 8.77082e-05 0.000958762 -0.000162243 0.000177685 -0.000982457 0.00221818 0.000357142 0.000643928 0.000957654 0.000687942 0.000978303 0.000590307 -0.0016 0.00230232 0.000246304 1.05254e-05
internal_weight=2939 2611 2287 178 117 328 266 229 199 2109 62 2000 103 1897 1722 377 1345 957 388 109 55 732 613 563 506 453 324 171 405 379
internal_count=2939 2611 2287 178 117 328 266 229 199 2109 62 2000 103 1897 1722 377 1345 957 388 109 55 732 613 563 506 453 324 171 405 379
cat_boundaries=0 18 36 37 38 50 53
cat_threshold=268451842 0 67108864 2099200 0 134217728 0 8192 33554432 8224 32768 0 16 0 0 0 128 128 0 32 1611669504 524800 2 0 0 268435456 65536 0 8192 0 0 0 67108864 0 0 256 135790592 17 1 129 0 0 32 64 0 131072 0 134217728 0 128 32804 1048576 524288
is_linear=0
shrinkage=0.04


Tree=463
num_leaves=31
num_cat=10
split_feature=7 8 12 2 2 7 3 2 11 12 1 12 15 11 2 2 2 2 2 2 0 2 2 12 3 0 1 2 0 2
split_gain=1.26985 0.965595 1.3627 0.884833 0.577561 0.562334 0.446484 0.362904 0.350965 0.617482 0.618779 0.332147 0.316609 0.551499 0.282005 0.279025 0.258761 0.247574 0.469047 0.317498 0.254672 0.306434 0.244616 0.43308 0.467888 0.243185 0.394617 0.233786 0.221278 0.290815
threshold=0 1 2 277.00000000000006 9.5000000000000018 3 2012.5000000000002 8.5000000000000018 4 5 4.5000000000000009 6 7 8 79.500000000000014 2.5000000000000004 47.500000000000007 11.500000000000002 18.500000000000004 28.500000000000004 39.07500000000001 57.500000000000007 14.500000000000002 9 2006.5000000000002 9.5000000000000018 4.5000000000000009 12.500000000000002 40.250000000000007 88.500000000000014
decision_type=9 9 9 10 8 9 8 8 9 9 10 9 9 9 10 10 10 10 10 10 10 10 8 9 10 10 10 10 10 8
left_child=27 2 3 6 -4 15 -2 -8 11 10 -10 12 -7 14 -14 -3 -12 -9 -19 -20 -21 -22 -11 -24 28 -13 -27 -1 29 -25
right_child=1 5 4 -5 -6 8 7 17 9 22 16 25 13 -15 -16 -17 -18 18 19 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-1.7140193695379314e-05 0.00013696603985098514 4.7672921853080566e-05 7.8989958037828538e-05 4.8011960870026271e-05 -0.00016032578078601894 -2.9649579792726606e-05 -4.2984023935442997e-05 0.00028694166223842678 0.0057020925886093407 -9.9997805880676087e-05 2.8762006793260494e-05 -0.0011285417585825265 -1.5101077550277587e-05 3.9812411870935765e-05 0.00020240145582232032 1.9253015590829494e-05 -1.9698394314957568e-05 -0.00010384104259478685 0.00072302734201780741 -2.189000858639471e-06 -0.00022112688233891147 0.00015014358944744565 -3.0720255205944164e-05 3.8235251200419057e-05 0.00066715445014259495 2.5298638791800286e-05 1.3055814591803966e-05 -0.00012568607814421036 9.1397486800535252e-06 -3.484083337979858e-05
leaf_weight=137 34 55 34 26 150 153 46 43 29 138 71 40 224 205 30 164 32 33 27 25 25 29 161 74 25 28 583 193 37 85
leaf_count=137 34 55 34 26 150 153 46 43 29 138 71 40 224 205 30 164 32 33 27 25 25 29 161 74 25 28 583 193 37 85
internal_value=0.000305072 0.000602215 0.00221946 0.00390635 -0.000492309 0.000234964 0.00331559 0.00265502 1.03833e-05 -0.000736049 0.00162238 0.000398743 -0.000269664 0.000263829 -0.000966039 0.00210435 0.00026923 0.00345355 0.0026 0.00388785 0.00255 0.00407273 -0.00135593 -0.000856398 0.000327585 0.00102115 0.00123529 -0.00199414 -0.000324874 -0.000975001
internal_weight=2936 2606 472 288 184 2134 262 228 1915 652 132 1263 612 459 254 219 103 182 139 106 79 54 520 382 221 651 611 330 196 159
internal_count=2936 2606 472 288 184 2134 262 228 1915 652 132 1263 612 459 254 219 103 182 139 106 79 54 520 382 221 651 611 330 196 159
cat_boundaries=0 16 46 48 65 68 69 71 72 73 74
cat_threshold=131072 0 1310720 526336 34 2112 0 805306368 0 134218752 32768 0 268435584 268435456 0 32 268435456 4 4 134217728 0 1 262144 0 0 32768 0 2048 2112 512 0 0 0 0 0 2048 0 0 4194304 0 0 16384 64 0 524288 4096 43074 32 268435456 1 536870912 8192 0 134217728 0 8192 0 32 0 128 16 0 0 0 144 36 512 524289 24832 58688 34 2156920832 4 1050722
is_linear=0
shrinkage=0.04


Tree=464
num_leaves=31
num_cat=12
split_feature=7 2 8 11 2 7 2 12 3 2 0 8 2 9 6 2 2 6 3 0 2 2 2 12 2 2 11 2 0 12
split_gain=1.26633 0.73989 0.710482 0.580759 0.522799 0.47783 0.47221 0.436676 0.59746 0.557708 0.521352 0.444367 0.420248 0.405941 0.887252 0.424959 0.443844 0.389399 0.321899 0.291321 0.373623 0.553969 0.261638 0.252694 0.290371 0.379854 0.233605 0.260232 0.571189 0.479682
threshold=0 45.500000000000007 1 2 4.5000000000000009 3 131.00000000000003 4 2017.5000000000002 492.00000000000006 15.500000000000002 5 9.5000000000000018 6 7 13.500000000000002 38.500000000000007 8 2019.5000000000002 35.850000000000009 6.5000000000000009 17.500000000000004 31.500000000000004 9 9.5000000000000018 23.500000000000004 10 17.500000000000004 16.750000000000004 11
decision_type=9 8 9 9 10 9 8 9 10 10 8 9 10 9 9 8 8 9 8 10 8 8 8 9 8 8 9 10 10 9
left_child=1 4 19 -4 -1 23 -3 9 10 17 22 -12 -10 -13 15 -15 -17 18 -7 -2 -21 -22 -9 -5 -25 -26 27 28 -20 -29
right_child=2 6 3 5 -6 7 -8 8 12 -11 11 13 -14 14 -16 16 -18 -19 26 20 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=2.5933528325100842e-05 -1.2147863024612677e-05 0.00013651324067309067 -0.00030183527350600791 -0.00018431257108737106 1.6813735697834587e-06 -0.00014588547147807287 3.5481661825291214e-05 0.00044240750724070253 4.3311252289717979e-06 9.4075783491030934e-05 -0.00013656804776711833 -1.0892445061645448e-05 0.00068100341879600331 3.9358037969460141e-05 -1.9198091233390605e-05 0.00014017722814790073 8.8391630716851916e-05 -0.00020386666662360742 -7.3768771810841315e-05 4.0813216956631287e-05 -2.9317263842090032e-05 4.7787469074099646e-05 1.9856749318993211e-05 -9.5997893645431983e-05 6.9754226865536404e-05 -2.8807644745172647e-05 -0.00025915320105758424 9.4057030924632773e-06 5.2208083074381608e-05 -2.4006150770128878e-05
leaf_weight=33 27 46 100 127 184 59 91 101 40 27 116 542 36 41 120 32 44 153 47 48 90 198 81 30 28 68 123 125 67 117
leaf_count=33 27 46 100 127 184 59 91 101 40 27 116 542 36 41 120 32 44 153 47 48 90 198 81 30 28 68 123 125 67 117
internal_value=0.000161794 0.00236712 -0.000149347 -0.000418793 0.000972476 -0.00026979 0.00472464 -4.46343e-05 0.000436425 -0.000812072 0.00019666 -0.000200894 0.00384415 0.000156961 0.0015 0.00384375 0.00592208 -0.00104624 -0.000495447 0.00146524 0.00182789 0.00127336 0.00214208 -0.00186364 -0.000467154 0.000577319 -0.000158334 0.000370571 0.00194783 -0.000362141
internal_weight=2941 354 2587 2224 217 2124 137 1871 1153 718 1077 895 76 779 237 117 76 691 538 363 336 288 182 253 126 96 479 356 114 242
internal_count=2941 354 2587 2224 217 2124 137 1871 1153 718 1077 895 76 779 237 117 76 691 538 363 336 288 182 253 126 96 479 356 114 242
cat_boundaries=0 17 43 46 64 66 89 91 92 93 95 96 98
cat_threshold=268451842 0 570425344 2048 65536 134217730 0 8192 33554432 48 32768 128 16 268435456 0 0 144 0 0 0 134217728 2147483648 0 0 0 0 0 0 2052 10240 512 0 0 0 0 4096 0 0 0 0 0 0 49152 2147483649 2149056512 4096 1 0 1140858880 4 0 0 0 805306368 0 0 0 0 0 0 0 0 1073745920 256 16804096 34 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 1073741824 22544 392 142 1081378 32 36 8192 32
is_linear=0
shrinkage=0.04


Tree=465
num_leaves=31
num_cat=11
split_feature=7 12 7 9 0 4 9 2 17 0 15 12 2 2 0 4 4 4 0 2 2 0 1 2 4 7 2 12 6 2
split_gain=1.29977 0.992639 0.569351 0.53281 0.472643 0.435248 0.414339 0.566001 0.48416 0.895784 0.387707 0.392549 0.389182 0.380711 0.370252 0.341107 0.351992 0.287165 0.27454 0.448949 0.26068 0.529049 0.438089 0.243718 0.219729 0.216181 0.454739 0.907644 0.351959 0.402162
threshold=0 1 2 3 39.07500000000001 3681544000.0000005 4 24.500000000000004 5 39.07500000000001 6 7 2.5000000000000004 40.500000000000007 29.500000000000004 141.00000000000003 1950.0000000000002 520.00000000000011 43.675000000000004 11.500000000000002 9.5000000000000018 40.250000000000007 5.5000000000000009 5.5000000000000009 49000.000000000007 8 16.500000000000004 9 10 74.500000000000014
decision_type=9 9 9 9 10 8 9 10 9 10 9 9 8 8 10 10 10 8 10 10 8 10 8 10 10 9 8 9 9 10
left_child=1 3 -2 4 -1 -3 8 14 9 -4 11 -10 -13 -5 -8 20 -17 -14 19 -6 23 22 -22 -16 -9 -19 27 -27 29 -28
right_child=2 5 6 13 18 -7 7 24 10 -11 -12 12 17 -15 15 16 -18 25 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=4.1038375528429624e-06 -0.00010647103890905693 3.6516696189532897e-05 -2.9041533656687537e-07 -3.9170749322181562e-06 1.978036989975306e-05 -1.3396255072552913e-05 -0.00052396137359596447 -1.8578272102616857e-05 -5.0458051288857124e-05 6.042567609770664e-05 -6.4592774895992974e-05 -0.00027042404512603741 -0.0001701645151523913 3.4311421295761722e-05 5.7014103657425566e-05 -0.00067806299720208425 7.60947856885685e-06 2.3621420876989455e-05 0.00016601158731559409 0.00020023632217427539 6.4975993585152637e-05 -1.0389002918525258e-05 0.000660340336774837 -0.00015946587799438961 3.7610903728978568e-05 -2.5845594616596084e-05 -1.7417968643584914e-05 0.00019485506215350664 -0.00043521373042701504 3.7065410543320624e-05
leaf_weight=47 200 28 42 56 26 179 28 169 289 58 250 70 69 46 58 25 55 291 36 53 85 33 25 32 32 168 185 105 153 56
leaf_count=47 200 28 42 56 26 179 28 169 289 58 250 70 69 46 58 25 55 291 36 53 85 33 25 32 32 168 185 105 153 56
internal_value=8.27109e-05 0.0019834 -0.00028606 0.00357818 0.00504046 -0.000128441 -0.000101355 0.000853525 -0.000402977 0.00216216 -0.000573164 -0.000303508 4.69305e-05 0.00099115 0.00185965 0.00225478 -9.41901e-10 0.000245135 0.00672414 0.00805 0.00302564 0.00408333 0.0054054 0.00131868 -0.000811882 0.000425442 1.76982e-05 0.00127007 -0.000850634 0.000142856
internal_weight=2949 471 2478 264 162 207 2278 542 1736 100 1636 1386 1097 102 341 313 80 1027 115 79 233 143 110 90 201 958 667 273 394 241
internal_count=2949 471 2478 264 162 207 2278 542 1736 100 1636 1386 1097 102 341 313 80 1027 115 79 233 143 110 90 201 958 667 273 394 241
cat_boundaries=0 18 19 37 39 41 42 43 44 61 63 64
cat_threshold=268435458 0 570433536 8192 65538 134217728 0 8192 33556480 134217744 32768 128 0 0 0 0 1073745920 128 41058 0 32 1075052544 0 0 66 0 268435456 0 8224 0 64 0 0 0 0 128 256 0 6148 1073741824 18452 21 2216689664 66816 0 128 0 2048 0 0 0 131072 65536 0 0 0 0 0 0 0 16 57346 32 328
is_linear=0
shrinkage=0.04


Tree=466
num_leaves=31
num_cat=9
split_feature=7 8 7 11 4 4 2 12 2 0 2 4 9 2 0 3 2 1 9 2 3 3 2 2 3 12 5 2 0 12
split_gain=1.23954 1.03675 0.448686 0.458058 0.502848 0.448241 0.599347 0.439518 0.536741 0.432773 0.325583 0.318726 0.396893 0.365983 0.50626 0.443707 0.506188 0.436195 0.316155 0.618155 0.571555 0.304438 0.298505 0.586053 0.298315 0.463269 0.504232 0.294566 0.430385 0.292081
threshold=0 1 2 3 180.50000000000003 293.00000000000006 14.500000000000002 4 3.5000000000000004 35.850000000000009 44.500000000000007 353375000.00000006 5 6.5000000000000009 38.57500000000001 2007.5000000000002 73.500000000000014 5.5000000000000009 6 49.500000000000007 2018.5000000000002 2003.5000000000002 398.00000000000006 69.500000000000014 1999.5000000000002 7 4.5000000000000009 43.500000000000007 35.600000000000009 8
decision_type=9 9 9 9 10 10 10 9 10 10 10 8 9 10 10 8 10 8 9 10 8 8 10 10 10 9 8 8 10 9
left_child=5 9 10 4 7 21 -7 8 -4 -2 -3 -5 13 -13 17 -16 -17 29 19 -9 -20 -1 23 -23 25 -10 -27 -14 -29 -15
right_child=1 2 3 11 -6 6 -8 18 24 -11 -12 12 27 14 15 16 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=9.0638709513985238e-05 -3.2292896708687848e-05 -9.9791582515671083e-05 0.00017393514941256745 3.0218680974667796e-05 -9.6797340189872178e-05 0.0026155945659730217 4.2807380871364156e-05 -0.00027324723722015428 1.6853967931622771e-05 5.5957413439565088e-05 -1.0208398525029728e-06 -0.00013124339701697853 -0.00032099816354870991 -5.338202990188404e-05 -4.887848318618446e-06 2.600434088452058e-05 0.00018738045329568662 -4.6430362221695266e-05 -0.00017598921447876386 1.2870617379339834e-05 1.1788113117001007e-05 1.6661090138185102e-05 -1.2226330203195254e-05 2.9629031222731805e-05 -1.505361290157834e-06 -4.5956413108633827e-05 0.00041182840172056544 3.2463092693880387e-05 -7.8871207731787004e-06 4.7951761753727908e-05
leaf_weight=33 32 285 38 66 76 28 28 104 105 426 138 181 141 129 33 68 29 97 48 43 90 171 27 43 141 25 91 25 113 105
leaf_count=33 32 285 38 66 76 28 28 104 105 426 138 181 141 129 33 68 29 97 48 43 90 171 27 43 141 25 91 25 113 105
internal_value=0.000312161 1.66657e-05 -0.000350138 -6.36735e-05 0.000668393 0.00258064 0.00589474 0.00102041 0.00184915 0.00172281 -0.00150231 -0.000629259 -0.000828634 -0.000257275 0.000337661 0.00244275 0.00379592 -0.000493977 -0.000202704 -0.00144304 0.00112752 0.00197818 0.00147107 0.00197209 0.00141047 0.00232432 0.00390551 -0.00205517 -0.000805756 0.000442552
internal_weight=2959 2629 2171 1748 761 330 56 685 400 458 423 987 921 642 461 130 97 331 285 147 138 274 241 214 362 221 116 279 138 234
internal_count=2959 2629 2171 1748 761 330 56 685 400 458 423 987 921 642 461 130 97 331 285 147 138 274 241 214 362 221 116 279 138 234
cat_boundaries=0 17 44 62 64 66 68 70 72 74
cat_threshold=268435459 128 100663296 2097152 65536 2 0 8192 0 0 40960 0 16 0 0 0 144 268435472 0 0 134217728 2147483648 0 262144 0 0 32768 0 131076 2048 512 0 0 0 0 0 2048 0 0 0 0 0 0 64 0 268435456 1048576 516 0 134217728 131072 268435456 33554432 0 0 0 268435456 0 0 0 0 256 32772 1049088 67174498 34 128 2068 0 6144 65568 32 67191072 32
is_linear=0
shrinkage=0.04


Tree=467
num_leaves=31
num_cat=12
split_feature=7 7 8 3 2 2 2 3 11 2 9 2 2 7 13 2 2 5 10 8 6 3 2 0 18 0 2 2 11 0
split_gain=1.55795 0.625798 0.581004 0.572874 0.545616 0.530014 1.01714 0.949318 0.470242 0.522492 0.414124 0.328556 0.38078 0.316005 0.373247 0.34955 0.247802 0.23555 0.224226 0.295431 0.32907 0.851352 0.533497 0.370176 0.378164 0.593752 0.269518 0.225919 0.219792 0.219626
threshold=0 1 2 2015.5000000000002 442.50000000000006 63.500000000000007 414.00000000000006 2010.5000000000002 3 114.50000000000001 4 60.500000000000007 39.500000000000007 5 6 144.50000000000003 30.500000000000004 1.0000000180025095e-35 7 8 9 2007.5000000000002 4.5000000000000009 40.675000000000004 10 46.250000000000007 48.500000000000007 26.500000000000004 11 35.600000000000009
decision_type=9 9 9 8 10 10 10 8 9 10 9 8 10 9 9 10 10 10 9 9 9 10 8 10 9 10 10 8 9 10
left_child=5 8 3 -3 13 7 -7 -1 9 10 16 12 -5 14 -4 18 -2 -9 19 -15 21 22 -21 28 -25 -26 27 -24 -22 -30
right_child=1 2 4 11 -6 6 -8 17 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 20 23 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=4.414171361805716e-05 2.3231152589107987e-05 -0.00017150665203924376 1.4068851783625047e-06 0.00020312299227631333 -1.5041617799513738e-05 5.8779268344151452e-05 -2.9426555609227767e-05 -2.7135134857917713e-06 -7.3930135756062958e-05 0.0007893183226004108 -0.00011810182696507972 5.6294109365227669e-05 -0.00070092469166716561 -0.00011392007278055744 0.000129658422505214 3.5760821482476942e-05 -0.00049085002005042826 4.4484952888323758e-05 2.5818608956536275e-05 0.0013465790012351193 1.4544165282756402e-06 5.1971134484260927e-05 -2.1478005288427011e-05 -0.00020302943585110122 7.0080120605015741e-05 -0.00010241825562983832 3.6140972216193452e-05 -0.00068865447643788201 -5.6229074331572222e-05 -9.4295966453209712e-06
leaf_weight=52 82 52 258 143 71 65 27 139 267 25 107 43 25 139 145 73 35 45 100 25 164 37 89 28 43 45 30 43 92 447
leaf_count=52 82 52 258 143 71 65 27 139 267 25 107 43 25 139 145 73 35 45 100 25 164 37 89 28 43 45 30 43 92 447
internal_value=0.000305072 -2.74924e-05 0.000281502 0.002 2.39121e-05 0.00285546 0.00550538 0.00192405 -0.00125996 1.53837e-05 -0.000604445 0.003 0.00217751 0.000163728 0.00113043 -0.000131773 0.00103125 0.000562161 -0.000286829 -0.000442583 -0.000201139 0.0011234 6.38288e-05 -0.000573495 0.00150427 0.00278652 -0.000785277 -0.00156391 -0.000926137 -0.00130182
internal_weight=2936 2608 2092 263 1829 328 92 236 516 249 224 211 168 1758 403 1355 117 184 1282 1182 1043 224 187 819 116 88 162 132 703 539
internal_count=2936 2608 2092 263 1829 328 92 236 516 249 224 211 168 1758 403 1355 117 184 1282 1182 1043 224 187 819 116 88 162 132 703 539
cat_boundaries=0 18 36 65 68 70 87 88 89 116 117 118 119
cat_threshold=16386 0 100663296 2099200 524288 66 4194304 8192 33554432 16 32768 0 0 268435456 0 0 144 128 0 1 537919488 524804 32 134225920 0 805306368 65536 32 0 320 8388608 0 0 32 0 256 16 6 0 134217728 2147483648 0 262144 0 0 0 0 0 64 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 524288 4 0 524288 0 18464 268435457 128 1073750016 0 0 0 0 131072 0 134225920 32 128 0 0 0 0 1073741824 10 257 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 1073758208 64 258 4 32800
is_linear=0
shrinkage=0.04


Tree=468
num_leaves=31
num_cat=8
split_feature=7 8 7 2 3 2 12 7 9 12 17 2 0 2 1 2 0 2 2 3 3 0 2 0 2 2 2 2 2 2
split_gain=1.35422 1.52338 0.688674 0.514382 0.508446 0.490309 0.454727 0.525637 0.515413 0.488482 0.426808 0.422007 0.34077 0.303449 0.293769 0.38836 0.279604 0.468382 0.321135 0.270226 0.266569 0.29762 0.263392 0.20654 0.333313 0.457476 0.202348 0.960384 0.281633 0.197278
threshold=0 1 2 35.500000000000007 2013.5000000000002 111.00000000000001 3 4 5 6 7 8.5000000000000018 40.250000000000007 68.500000000000014 5.5000000000000009 38.500000000000007 15.500000000000002 9.5000000000000018 32.500000000000007 2019.5000000000002 2015.5000000000002 38.20000000000001 3.5000000000000004 39.07500000000001 8.5000000000000018 4.5000000000000009 21.500000000000004 14.500000000000002 9.5000000000000018 4.5000000000000009
decision_type=9 9 9 10 8 10 9 9 9 9 9 10 10 8 8 8 8 10 10 8 8 10 10 10 10 10 10 8 10 10
left_child=3 4 -3 12 -2 19 8 9 11 14 26 22 -1 16 15 -8 17 -10 -19 -5 -11 29 -4 -18 25 -25 27 28 -6 -22
right_child=1 2 6 5 10 -7 7 -9 13 20 -12 -13 -14 -15 -16 -17 23 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=9.5803883639758929e-06 3.8882446584909337e-05 -0.00015087209657840099 2.7765539442771867e-05 3.9481536804735484e-06 4.3687333156422518e-06 1.4431428188950923e-05 8.6141056549192016e-06 -1.741147283124604e-05 -0.0003150844395021926 -4.5440173110468206e-05 5.176783643952615e-05 0.00021974540304425886 0.0001598823824764016 -2.6453134861418154e-05 3.0331959775401886e-06 9.6883892016933843e-05 -4.4411026064363333e-05 0.0012209253243409305 3.2697652530392203e-05 0.00013627677467136295 7.5653554815119617e-05 6.7916795597538281e-05 -0.00012187992316347857 -6.8517622281416256e-06 -4.0646569336042587e-06 0.0022117439119230383 -3.9326391170802078e-05 0.00034570020567906715 -5.872807816379641e-05 -3.5534409530046507e-05
leaf_weight=127 52 213 27 26 30 26 37 1001 26 30 193 58 29 177 39 39 107 48 46 46 25 54 25 31 158 29 67 33 36 115
leaf_count=127 52 213 27 26 30 26 37 1001 26 30 193 58 29 177 39 39 107 48 46 46 25 54 25 31 158 29 67 33 36 115
internal_value=0.000230429 -3.84199e-05 -0.000444252 0.00295849 0.00217062 0.00533333 -0.000215075 -0.00065137 0.000581426 0.000697142 0.00167778 0.00297521 0.00163057 0.000113743 0.00269841 0.00436364 0.000672645 0.00231405 0.00362105 0.0070137 -0.000408512 0.000123076 0.000603773 6.13487e-05 0.000767122 0.00327869 9.03946e-05 0.00124 -0.00155224 -0.000851065
internal_weight=2950 2696 2285 254 411 98 2072 1340 732 339 359 110 156 622 115 76 445 120 94 72 224 194 52 325 218 60 166 99 66 140
internal_count=2950 2696 2285 254 411 98 2072 1340 732 339 359 110 156 622 115 76 445 120 94 72 224 194 52 325 218 60 166 99 66 140
cat_boundaries=0 18 45 63 65 82 84 85 86
cat_threshold=16386 0 100663296 0 0 134217728 0 8192 0 402653232 0 128 0 0 0 0 128 128 16 2 0 134217728 2147483648 0 0 2147483648 0 32768 0 4 2112 512 0 0 0 0 4096 0 0 0 0 0 0 268468224 64 0 0 537919488 4 0 0 0 268435456 33554432 0 32 2097408 0 0 0 0 1073741824 256 16974880 32 1 128 1073750016 2048 0 2 0 131072 2048 0 0 0 16 0 0 0 4112 1073741824 24704 8194 10
is_linear=0
shrinkage=0.04


Tree=469
num_leaves=31
num_cat=8
split_feature=7 7 8 12 2 2 12 12 6 2 2 2 2 2 3 15 2 0 2 2 2 0 2 2 2 2 0 0 2 2
split_gain=1.41802 0.905938 0.952161 0.936349 0.739754 0.692387 0.643495 0.545458 0.690592 0.465565 0.416651 0.412108 0.61567 0.393725 0.325948 0.280248 0.268894 0.524416 0.222815 0.22251 0.225083 0.299447 0.242934 0.294118 0.221195 0.296024 0.21346 0.212193 0.205537 0.751493
threshold=0 1 2 3 8.5000000000000018 16.500000000000004 4 5 6 45.500000000000007 29.500000000000004 92.500000000000014 85.500000000000014 10.500000000000002 2008.5000000000002 7 122.50000000000001 40.250000000000007 11.500000000000002 78.500000000000014 15.500000000000002 23.500000000000004 29.500000000000004 32.500000000000007 70.500000000000014 301.00000000000006 43.675000000000004 39.07500000000001 25.500000000000004 30.500000000000004
decision_type=9 9 9 9 8 8 9 9 9 8 10 10 8 10 8 9 10 10 10 10 8 10 8 10 8 8 10 10 8 8
left_child=9 6 3 4 -3 18 28 -4 10 -1 13 12 15 -9 -8 26 17 -7 -5 20 21 -16 -22 -24 -11 -26 -10 -13 -2 -30
right_child=1 2 7 5 -6 16 14 8 11 24 -12 27 -14 -15 19 -17 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=1.4951736256942974e-05 -6.5589589273182968e-05 0.00015168316270861731 -1.8766941803648896e-05 1.0192045204327027e-05 -0.00012004521296481231 0.00074957480676171985 -0.00070421402198365154 0.0010693174493484941 -1.0901103556556806e-07 0.00043509466153385441 2.7044719022768504e-05 -0.0021733747713537474 2.82963778727868e-05 -0.00088929671321787054 0.00044506290561810186 -1.6214990484670696e-05 1.155269334442671e-06 0.0001308953060396727 -0.00061104646915540286 4.9278244298038408e-05 -0.0006096781542955761 -9.3123155102174061e-05 0.00041655480180367974 -1.4365912322317524e-05 -7.7916059162413471e-05 0.00011305730559735439 5.3268275716511998e-05 -4.5826871712530743e-06 8.4177456203427103e-05 -0.00037618092912690339
leaf_weight=130 194 35 524 51 165 54 31 50 502 25 32 63 73 34 26 207 27 53 25 46 52 35 25 70 26 39 39 59 29 186
leaf_count=130 194 35 524 51 165 54 31 50 502 25 32 63 73 34 26 207 27 53 25 46 52 35 25 70 26 39 39 59 29 186
internal_value=-6.46502e-05 -0.000321721 0.000113772 0.00180522 -0.000189574 0.00361991 -0.00155461 -0.000333753 0.000190653 0.00294372 0.00296063 -0.000180294 0.000141118 0.00169412 -6.75685e-05 -0.000202938 0.00551111 0.00640741 0.000727272 0.000407842 -0.000153111 0.00187097 -0.001 0.000208332 0.00527472 0.00393939 0.000282608 -0.00234146 -0.00256191 -0.00175926
internal_weight=2907 2687 1993 410 200 210 694 1583 1059 220 116 943 821 84 285 748 134 107 76 254 208 61 147 95 90 65 541 122 409 215
internal_count=2907 2687 1993 410 200 210 694 1583 1059 220 116 943 821 84 285 748 134 107 76 254 208 61 147 95 90 65 541 122 409 215
cat_boundaries=0 17 35 58 59 61 63 64 65
cat_threshold=0 16 33554432 8192 0 0 0 8192 33554432 134217776 0 128 0 268435456 0 0 1073741824 268566528 0 1140858880 788992 524320 64 131072 268435456 2048 0 40960 256 0 0 0 32 0 384 268435472 2056 0 134217728 2147483648 1 262144 0 0 32768 0 131072 0 512 0 4096 0 0 4096 0 0 0 4194304 67248418 1279010 32 16820288 2 2 2348810240
is_linear=0
shrinkage=0.04


Tree=470
num_leaves=31
num_cat=16
split_feature=7 8 17 8 9 12 12 4 2 13 12 2 2 2 2 6 12 2 7 12 2 2 2 12 2 16 13 2 2 2
split_gain=1.22483 1.03128 0.846174 0.639348 0.609509 0.670764 0.547344 0.482111 0.474995 0.43715 0.43045 0.544238 0.358383 0.486594 0.408527 0.317811 0.310634 0.635756 0.276321 0.275773 0.297869 0.309155 0.249607 0.215809 0.212936 0.204615 0.191305 0.451189 0.32357 0.32252
threshold=0 1 2 3 4 5 6 850.00000000000011 352.00000000000006 7 8 18.500000000000004 39.500000000000007 33.500000000000007 23.500000000000004 9 10 29.500000000000004 11 12 37.500000000000007 10.500000000000002 44.500000000000007 13 22.500000000000004 14 15 17.500000000000004 5.5000000000000009 12.500000000000002
decision_type=9 9 9 9 9 9 9 10 10 9 9 8 10 10 10 9 9 10 9 9 10 8 10 9 8 1 9 10 10 10
left_child=10 8 -3 9 5 15 7 -6 16 -4 11 -1 13 14 24 18 17 -2 -5 -17 21 -21 -13 -20 26 -16 27 -7 -28 -30
right_child=1 2 3 4 6 12 -8 -9 -10 -11 -12 22 -14 -15 25 19 -18 -19 23 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=3.7064828241501217e-05 -0.00046293395925187743 -9.5958613208989884e-05 4.8241564662660699e-05 8.7325628947801787e-06 -1.6691180648182624e-05 3.9873155714123686e-05 -0.0002438300112448983 8.6433628516289216e-05 5.3427818558914426e-05 7.8866831696890059e-06 1.3807312525429476e-05 3.9543796382051393e-05 4.40288870076119e-07 0.00040956835437831458 -0.002050534333429512 -7.0452077497263946e-05 -9.9876473814006778e-05 3.0117905072030722e-05 -1.0411855369681527e-05 0.0032382457844970713 7.3276273361386188e-05 -0.00014352939551568727 4.4326221008828062e-05 -0.00023590549564605074 0.00015257867644575515 -3.6814392827967768e-06 -1.7302262901657626e-05 -0.0025548349546556902 0.0057323037486385498 3.9286472726456236e-05
leaf_weight=25 61 325 101 100 226 160 136 40 29 157 163 40 212 28 26 101 271 54 104 35 34 62 42 180 61 33 30 26 29 42
leaf_count=25 61 325 101 100 226 160 136 40 29 157 163 40 212 28 26 101 271 54 104 35 34 62 42 180 61 33 30 26 29 42
internal_value=5.04421e-05 -0.000213913 0.000127489 0.00044881 0.00015513 0.000587126 -0.0011816 -8.66435e-05 -0.00201878 0.00226022 0.00256228 0.00450847 0.0014772 0.00215596 0.00179412 -0.000357258 -0.00243928 -0.000476191 -0.00105317 0.000790123 0.00194366 0.000938775 0.00327711 -0.00168136 0.00231519 -0.00126667 0.00184722 0.0008934 0.00317857 0.00494444
internal_weight=2933 2663 2248 1923 1665 1263 402 266 415 258 270 107 647 435 407 616 386 115 384 232 131 97 82 284 348 59 287 186 101 71
internal_count=2933 2663 2248 1923 1665 1263 402 266 415 258 270 107 647 435 407 616 386 115 384 232 131 97 82 284 348 59 287 186 101 71
cat_boundaries=0 18 47 48 75 77 79 81 82 84 85 86 98 100 102 103 104
cat_threshold=0 0 33554432 2105344 0 134217730 33554432 8192 0 16 32768 0 0 0 0 0 1073746064 128 2147483648 8 4 0 0 0 0 0 1 0 0 0 0 1048576 268435456 0 0 0 33558528 0 2147484032 0 0 0 0 49152 0 0 524288 8 0 2 0 0 65536 1 262144 0 0 32768 0 2048 2048 512 0 0 0 0 0 2048 0 0 0 0 0 0 64 1073741825 10276 67282240 32 107778 32 4 8194 32 28 16804128 0 0 67108864 0 0 0 131072 0 0 0 32 128 132160 32 64 32 2 10
is_linear=0
shrinkage=0.04


Tree=471
num_leaves=31
num_cat=12
split_feature=7 8 7 12 4 2 6 3 12 2 8 2 2 2 2 4 6 2 8 2 2 3 1 6 3 6 3 2 12 3
split_gain=1.46888 1.01742 0.756217 0.530586 0.505536 0.59236 0.778243 0.651556 0.485277 0.65548 0.52594 0.405368 0.366491 0.372722 0.352523 0.347039 0.602092 0.41842 0.338802 0.520409 0.947029 0.436206 0.344998 0.342796 0.335974 0.280003 0.337408 0.202909 0.376771 0.201851
threshold=0 1 2 3 5595120000.000001 74.500000000000014 4 2008.5000000000002 5 61.500000000000007 6 34.500000000000007 31.500000000000004 10.500000000000002 455.00000000000006 2867949500.0000005 7 69.500000000000014 8 24.500000000000004 14.500000000000002 2019.5000000000002 5.5000000000000009 9 2007.5000000000002 10 2020.5000000000002 20.500000000000004 11 1989.5000000000002
decision_type=9 9 9 9 10 10 9 8 9 8 9 10 10 8 10 8 9 10 9 10 10 10 10 9 8 9 8 10 9 10
left_child=3 -2 -3 12 5 6 7 -5 10 18 11 -4 13 -1 29 -11 17 -17 -10 20 21 23 -22 -20 -18 -12 -27 -28 -29 -7
right_child=1 2 8 4 -6 14 -8 -9 9 15 25 -13 -14 -15 -16 16 24 -19 19 -21 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00076898999862433034 -2.7164718659741522e-05 -3.540061018485673e-05 3.3098530275503823e-06 6.5910984361269306e-05 0.00020627942126114941 8.8553870059324166e-05 -2.2486758853983798e-06 2.0353326601924094e-05 -6.2822846635880722e-05 8.2976283375657547e-05 6.5745161512713827e-06 8.7188291915236144e-05 -0.0016542893247682925 4.5680202897860659e-05 4.5786555086720422e-05 0.00015057648922294799 9.6088507113005172e-05 3.8980759778156754e-06 1.0548938940518578e-05 -9.2269397725885934e-06 0.00025888118289191096 0.00017411220957928134 -0.00019140301618231285 -3.7541286364987968e-05 -2.3218767824212082e-05 -8.3021795092929203e-05 -0.00023103316940303393 5.0321708270136796e-05 -0.00048836806871472075 6.5859366176586253e-05
leaf_weight=28 205 213 75 29 26 37 218 85 113 40 142 26 35 43 29 47 25 78 133 199 116 26 36 218 102 109 237 119 142 25
leaf_count=28 205 213 75 29 26 37 218 85 113 40 142 26 35 43 29 47 25 78 133 199 116 26 36 218 102 109 237 119 142 25
internal_value=0.000181264 -0.000250416 7.24871e-06 0.00201413 0.00261739 0.00233019 0.00153754 0.004032 0.000254763 0.000793705 -0.000464577 0.00210714 -0.000547009 0.00105555 0.00517391 0.00243003 0.00186561 0.00367647 0.000232778 0.000552096 0.00121509 0.000137565 0.00386928 -0.000238637 -0.000202899 -0.000836843 -0.00121036 -0.000785572 -1.52681e-05 0.00685714
internal_weight=2956 2401 2196 555 449 423 332 114 1983 1133 850 101 106 71 91 292 252 125 841 728 529 377 152 351 127 749 607 498 261 62
internal_count=2956 2401 2196 555 449 423 332 114 1983 1133 850 101 106 71 91 292 252 125 841 728 529 377 152 351 127 749 607 498 261 62
cat_boundaries=0 18 48 66 68 69 70 91 92 113 114 115 116
cat_threshold=268451842 0 100663296 2107392 0 2 33554432 0 33556480 134217776 32768 0 0 268435456 0 0 1073745936 128 0 2056 0 0 0 0 0 0 1 0 0 2048 0 1048576 268435456 0 0 0 33554432 0 2147483648 0 0 8 0 16384 68 0 0 4096 131073 0 537133056 4 524288 64 0 268435456 0 0 32 0 16 0 0 0 0 256 1197088 2 272 68248896 0 0 0 0 0 0 0 0 0 0 0 131072 8192 512 0 0 0 0 0 0 128 12 0 0 0 0 0 0 0 0 0 0 0 131072 8192 512 0 0 0 0 0 0 384 328 130 1057856
is_linear=0
shrinkage=0.04


Tree=472
num_leaves=31
num_cat=10
split_feature=7 8 12 7 4 2 12 2 1 2 1 3 3 2 3 8 9 12 12 3 5 5 4 2 2 1 9 2 2 2
split_gain=1.73812 0.73103 0.709124 0.573286 0.468131 0.653053 0.502149 0.392799 0.417289 0.692509 0.385637 0.379097 0.311409 0.344903 0.296073 0.276415 0.46231 0.37198 0.354453 0.642954 0.492122 0.409901 0.348543 0.284881 0.258624 0.239214 0.294952 0.607256 0.598217 0.384973
threshold=0 1 2 3 38500.000000000007 73.500000000000014 4 6.5000000000000009 5.5000000000000009 16.500000000000004 4.5000000000000009 2005.5000000000002 2002.5000000000002 35.500000000000007 2020.5000000000002 5 6 7 8 2019.5000000000002 4.5000000000000009 1.5000000000000002 2050.0000000000005 7.5000000000000009 7.5000000000000009 4.5000000000000009 9 4.5000000000000009 46.500000000000007 64.500000000000014
decision_type=9 9 9 9 10 10 9 8 8 10 8 10 8 10 8 9 9 9 9 8 8 10 8 8 8 8 9 10 10 8
left_child=2 -2 -1 -3 6 -6 25 -4 9 14 -8 -11 13 -12 -9 17 24 -14 19 -18 -21 22 -20 -24 -17 -5 29 -28 -29 -27
right_child=1 3 7 4 5 -7 10 8 -10 11 12 -13 15 -15 -16 16 18 -19 21 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.00010698034952417265 -7.0185464929027087e-05 -3.5294146198003022e-05 4.4504344246257164e-05 1.9521072991896898e-05 2.116905953517144e-05 7.9657232040659663e-05 -1.4766228411081518e-05 3.500060015209217e-05 -8.2676019364117669e-06 0.00026496788082207518 0.00075995967454907994 1.0615405918202877e-05 1.2982096763331667e-05 2.5141757763279677e-05 -0.0018359558848072854 7.6536194492946129e-06 -5.5654927893273447e-06 -7.9206980245110709e-05 0.00012998927530283208 -0.00043641931298490873 0.00038236785363133163 -0.0010847635981646963 -0.00011311365195391482 1.7647209773938751e-05 -0.0011030691646582902 -6.2622033992360411e-05 0.00014928168324092623 -0.00012324519447231723 4.1968333909905878e-05 -6.6978035220596413e-05
leaf_weight=103 110 318 28 30 107 31 122 26 41 78 25 31 110 40 26 27 41 210 25 30 185 30 70 296 86 382 56 135 37 113
leaf_count=103 110 318 28 30 107 31 122 26 41 78 25 31 110 40 26 27 41 210 25 30 185 30 70 296 86 382 56 135 37 113
internal_value=8.27109e-05 -0.000267987 0.00275581 -0.00012078 0.000112778 0.00235971 -3.90063e-05 0.0039834 0.00350739 0.00441975 0.000437308 0.00621818 0.000663264 0.00333333 0.000603773 0.000504049 0.000898875 -0.000483385 0.00129651 0.00245693 0.00342592 0.000546295 0.000908162 0.000588555 -0.0013871 -0.000853404 -0.00101105 0.000200836 -0.000971099 -0.0015415
internal_weight=2949 2616 333 2506 2188 138 2050 230 202 161 1297 109 1175 65 52 1110 790 320 677 256 215 421 391 366 113 753 723 228 172 495
internal_count=2949 2616 333 2506 2188 138 2050 230 202 161 1297 109 1175 65 52 1110 790 320 677 256 215 421 391 366 113 753 723 228 172 495
cat_boundaries=0 17 44 46 64 66 92 94 96 97 99
cat_threshold=16384 16 33554432 10240 0 2 33554432 8192 33556480 134225936 32 0 0 268435456 0 0 1073741824 1073741824 4 0 0 0 0 0 0 1 0 0 33554432 0 0 268435456 0 0 0 0 2048 2147483648 0 0 0 0 32768 4 1082368 34 131073 0 1678770176 2097152 2 64 0 268435456 0 0 8192 256 16 0 0 32 0 256 68610 2 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 4096 0 0 4096 0 0 0 16777216 0 0 16384 1 20 8224 32 16924992 0 14368
is_linear=0
shrinkage=0.04


Tree=473
num_leaves=31
num_cat=9
split_feature=7 7 8 2 12 2 3 2 6 3 0 0 7 1 3 2 3 12 2 3 3 2 6 0 2 2 8 2 2 0
split_gain=1.39285 0.786277 0.740211 0.798878 0.505974 0.644588 0.741297 0.491099 0.468102 0.502792 0.447543 0.657986 0.397693 0.407069 0.362096 0.34936 0.422675 0.356663 0.263005 0.23088 0.323098 0.35561 0.295689 0.314759 0.293572 0.282332 0.229789 0.292029 0.229619 0.308454
threshold=0 1 2 4.5000000000000009 3 63.500000000000007 2002.5000000000002 37.500000000000007 4 1975.5000000000002 30.500000000000004 16.750000000000004 5 5.5000000000000009 1990.5000000000002 24.500000000000004 2010.5000000000002 6 41.500000000000007 2003.5000000000002 2018.5000000000002 12.500000000000002 7 36.400000000000006 6.5000000000000009 3.5000000000000004 8 1.5000000000000002 88.500000000000014 23.500000000000004
decision_type=9 9 9 8 9 10 10 10 9 10 10 10 9 10 10 10 10 9 10 8 8 10 9 8 8 8 9 10 10 10
left_child=26 7 3 -3 8 12 14 -2 9 18 11 -5 13 -6 28 17 -17 -14 -4 -19 21 -21 25 24 -24 -22 27 -1 29 -7
right_child=1 2 4 10 5 6 -8 -9 -10 -11 -12 -13 15 -15 -16 16 -18 19 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.6610396003657153e-05 1.0012782955501709e-05 0.00040608051055815756 0.00012627708564561836 1.5567974489560208e-05 2.401692803214609e-06 3.4827142014265321e-05 -2.5389873424825355e-05 0.00014416664429436004 -6.901851214222313e-05 -0.00042531886778732409 2.7104834339182063e-05 7.4233116443171192e-05 8.216484632184268e-05 0.00052811440183010965 0.00010989988020166431 -1.7367402463322209e-05 1.6912435091688138e-05 -0.00072087791315442813 0.0011159998700510623 4.8970543923997978e-05 6.2131793976827668e-06 -0.00051236816668573512 -6.1750945418399258e-05 -0.00013356662799740058 4.7211689926281801e-05 3.6273136681173052e-07 -7.876112005948224e-05 -1.1028937066902953e-05 4.1251977273449965e-05 0.00036811776823165646
leaf_weight=34 75 33 46 46 132 34 50 28 343 34 251 27 124 32 28 211 29 27 27 34 41 26 48 214 102 168 412 78 158 27
leaf_count=34 75 33 46 46 132 34 50 28 343 34 251 27 124 32 28 211 29 27 27 34 41 26 48 214 102 168 412 78 158 27
internal_value=9.72593e-05 0.000507065 0.000343898 0.00198913 3.08315e-05 0.0003877 0.00205369 0.00375439 -0.00112798 0.00111864 0.00142769 0.00416216 -2.69143e-05 0.00173714 0.00295161 -0.000324639 -0.00165975 8.15277e-05 0.00308108 -0.000298064 -0.000145111 0.00262295 -0.000439025 -0.00110933 0.0002649 0.000745454 -0.00174953 -6.50415e-05 0.00238182 0.00445161
internal_weight=2919 2395 2292 357 1935 1485 297 103 450 107 324 73 1188 164 247 1024 240 784 73 660 633 60 573 364 150 209 524 112 219 61
internal_count=2919 2395 2292 357 1935 1485 297 103 450 107 324 73 1188 164 247 1024 240 784 73 660 633 60 573 364 150 209 524 112 219 61
cat_boundaries=0 18 35 64 66 67 76 77 78 98
cat_threshold=131073 268435457 1073741824 2623488 524322 0 0 268435456 65536 0 32 2097408 128 0 0 32 4096 256 2 0 33554432 0 0 0 0 0 0 402653184 0 0 0 0 0 0 1073741952 1073741824 0 4 0 2147483648 0 262144 0 0 32768 0 0 2048 512 0 0 0 0 4096 0 128 0 0 0 0 0 0 0 524288 16778560 2 6 0 0 8192 0 0 0 0 131072 2048 67258368 208 0 0 0 134217728 0 0 0 2147483648 0 0 0 0 8192 512 0 0 0 0 0 8192
is_linear=0
shrinkage=0.04


Tree=474
num_leaves=31
num_cat=11
split_feature=7 8 7 2 1 2 12 2 2 9 1 9 9 3 4 2 2 3 2 17 2 3 15 12 2 0 12 0 2 2
split_gain=1.64574 1.44101 0.831278 0.720503 1.14928 0.741025 0.466502 0.569943 0.652195 0.568305 0.538364 0.467784 0.430013 0.63176 0.548558 0.36751 0.537116 0.700944 0.358921 0.353731 0.346695 0.32704 0.309384 0.722753 0.596623 0.559396 0.369695 0.291596 0.261669 0.255959
threshold=0 1 2 45.500000000000007 5.5000000000000009 595.00000000000011 3 352.00000000000006 898.00000000000011 4 4.5000000000000009 5 6 2005.5000000000002 10438345000.000002 14.500000000000002 17.500000000000004 2002.5000000000002 18.500000000000004 7 7.5000000000000009 2019.5000000000002 8 9 100.50000000000001 32.500000000000007 10 18.500000000000004 37.500000000000007 14.500000000000002
decision_type=9 9 9 8 10 8 9 10 10 9 10 9 9 8 8 8 8 10 10 9 10 8 9 9 8 10 9 8 10 10
left_child=-1 -2 3 12 5 -5 9 11 -9 20 -11 19 13 -3 -14 -13 -17 -18 -16 -8 -4 -21 24 -24 26 -25 -23 -28 -22 -27
right_child=1 2 6 4 -6 -7 7 8 -10 10 -12 15 14 -15 18 16 17 -19 -20 21 28 22 23 25 -26 29 27 -29 -30 -31
leaf_value=-0.00015458812639194445 -2.9353387855655499e-05 5.4133706671583519e-05 7.4760513166679502e-05 0.00039861713308429053 -0.00021968301468352491 0.00017548639283101886 -4.9046584765026153e-05 7.3460824757321986e-05 -4.2955684625214963e-05 -8.6025431824268147e-05 2.2251670465678332e-05 -3.6378024928456038e-05 -0.00011331680738391837 -8.3017274755373192e-05 5.0203446295740192e-05 4.4883430854011171e-05 5.7358150524364947e-05 -0.00082941421340479069 -6.4681647496896907e-06 -7.455059172076746e-05 1.6007239906292936e-05 -4.1937989676568685e-05 -0.00022960489318610126 -5.6582847234665223e-06 9.1273347312565513e-05 2.3875329181149899e-05 2.9079760881013049e-05 -2.0893019189107938e-06 1.6503362154195695e-05 0.00025770793808540122
leaf_weight=234 273 29 26 67 29 49 147 25 31 66 348 139 35 87 70 28 134 33 28 135 55 142 134 129 32 55 99 157 28 38
leaf_count=234 273 29 26 67 29 49 147 25 31 66 348 139 35 87 70 28 134 33 28 135 55 142 134 129 32 55 99 157 28 38
internal_value=-3.05247e-05 0.000258743 0.000578373 0.0022321 0.00452055 0.0062906 0.000238955 -0.000130702 0.00378947 0.00125094 0.000527058 -0.000290806 0.000975999 -0.000818899 0.00241667 0.000997101 0.00214286 0.0012619 0.00412121 -0.000696943 0.0037 -0.000390559 -8.13224e-05 -0.000937331 0.00063492 0.000480686 0.00022055 0.00110861 0.00271428 0.00285106
internal_weight=2882 2648 2375 394 145 116 1981 1458 56 523 414 1402 249 116 133 334 195 167 98 1068 109 921 786 356 430 222 398 256 83 93
internal_count=2882 2648 2375 394 145 116 1981 1458 56 523 414 1402 249 116 133 334 195 167 98 1068 109 921 786 356 430 222 398 256 83 93
cat_boundaries=0 18 45 62 63 65 67 69 70 71 72 74
cat_threshold=0 32 1610612736 512 524290 0 33554432 0 0 0 8224 256 268435584 0 0 0 16 256 1073741824 2048 4 0 2147549184 0 0 2147483648 0 0 0 33554432 0 0 0 0 0 0 33554432 0 256 0 4194304 0 0 0 4 268451842 1 33562624 2099200 0 64 0 8192 2048 134225968 0 128 0 268435456 0 0 1073741824 68354304 0 20608 1073742081 22528 0 2192 19 201326592 9282 49152 32
is_linear=0
shrinkage=0.04


Tree=475
num_leaves=31
num_cat=10
split_feature=7 8 8 13 12 4 2 12 5 2 12 7 6 1 2 0 2 4 12 2 2 2 1 0 4 0 4 0 2 2
split_gain=1.31085 1.02076 0.453976 0.482123 0.488322 0.476473 0.718596 0.440008 0.50478 0.459138 0.375483 0.818003 0.522344 0.470174 0.67015 0.514152 0.368891 0.301403 0.300882 0.491537 0.390297 0.302981 0.277139 0.275787 0.264862 0.303114 0.24024 0.238167 0.237538 0.281746
threshold=0 1 2 3 4 6050.0000000000009 10.500000000000002 5 5.5000000000000009 17.500000000000004 6 7 8 4.5000000000000009 24.500000000000004 24.500000000000004 37.500000000000007 283.00000000000006 9 203.50000000000003 572.00000000000011 99.000000000000014 3.5000000000000004 30.500000000000004 8181455000.000001 44.07500000000001 581475000.00000012 33.175000000000004 3.5000000000000004 9.5000000000000018
decision_type=9 9 9 9 9 10 10 9 8 8 9 9 9 10 10 10 10 10 9 8 8 10 10 8 8 10 10 10 8 8
left_child=-1 7 27 4 16 10 -7 8 -2 -9 11 23 28 -13 -15 -16 22 18 19 21 -20 -14 -4 -5 -11 -26 -8 -3 -12 -30
right_child=1 2 3 5 -6 6 26 9 -10 24 12 13 17 14 15 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.9245808033120685e-05 6.5362815513101617e-05 1.5599754709258376e-06 -0.00028395613137277386 -3.977699028272318e-06 -0.00024165838869163599 -2.0424717489576571e-05 0.00024133093647269217 1.13958646897709e-05 -0.00016094388620808481 0.00019625907305860653 2.9302329596381263e-05 -5.2168117628589187e-05 1.3168129311247811e-05 9.4414552805967907e-05 0.00010912495753369203 -2.7496583880573782e-05 0.00024924332016668436 -0.00031746962565810179 -0.00023482176605822789 -0.00043306588955891861 0.00022769888360658748 0.0003633740993878852 7.5377951465874148e-06 -6.8402904355687654e-05 4.9773289345521825e-05 6.6890810341082259e-06 7.1882430677803195e-05 -2.7745205133208017e-05 -4.942398409867659e-05 2.2460414806258263e-05
leaf_weight=330 27 61 41 69 136 40 32 131 93 26 39 44 364 130 56 63 34 42 246 57 29 27 25 46 132 30 28 188 75 264
leaf_count=330 27 61 41 69 136 40 32 131 93 26 39 44 364 130 56 63 34 42 246 57 29 27 25 46 132 30 28 188 75 264
internal_value=0.000103234 0.000409899 4.47126e-05 0.000259219 -0.00139271 0.000503007 0.00316832 0.00214222 -8.73595e-10 0.00292121 0.000332473 0.00135561 -4.50616e-05 0.00246053 0.003216 0.00103333 0.00072072 -0.000644331 -0.000458564 0.00019172 -0.00146853 0.000704081 -0.000955225 -0.00142857 0.00427513 0.0036319 0.00590164 -0.00152308 0.00115167 0.000835293
internal_weight=2905 2575 2136 1887 236 1651 100 439 120 319 1551 408 1143 293 249 119 100 765 723 448 275 391 66 115 188 162 60 249 378 339
internal_count=2905 2575 2136 1887 236 1651 100 439 120 319 1551 408 1143 293 249 119 100 765 723 448 275 391 66 115 188 162 60 249 378 339
cat_boundaries=0 17 46 73 74 76 78 80 89 90 91
cat_threshold=268566529 32 538189824 524804 0 64 0 0 0 0 0 2097408 0 0 67108864 32 16 1342177280 2 0 134217728 0 0 0 0 0 0 0 133124 64 512 0 0 0 0 0 10240 128 0 0 8 0 0 64 0 524288 16 0 4 0 2147483648 0 0 2147483648 1 0 0 0 0 1048576 0 0 0 0 33554432 0 2147483904 0 0 0 0 16384 4 8 82016 32 67242016 34 67250176 32 0 0 0 0 0 0 131072 0 67584 194 1097826
is_linear=0
shrinkage=0.04


Tree=476
num_leaves=31
num_cat=8
split_feature=7 7 15 8 2 2 0 9 8 9 2 1 2 2 2 10 2 1 3 0 2 2 2 3 3 0 4 2 2 3
split_gain=1.43222 1.03845 0.815601 0.678319 0.648305 0.581195 0.545616 0.471523 0.576743 0.442629 0.507338 0.384172 0.348189 0.659755 0.305392 0.277093 0.465151 0.293352 0.26569 0.247797 0.267208 0.454425 0.366869 0.353131 0.276814 0.228774 0.201145 0.249652 0.195728 0.182441
threshold=0 1 2 3 95.500000000000014 9.5000000000000018 32.500000000000007 4 5 6 69.500000000000014 5.5000000000000009 46.500000000000007 69.500000000000014 199.50000000000003 7 101.50000000000001 2.5000000000000004 2008.5000000000002 15.500000000000002 3.5000000000000004 2.5000000000000004 5.5000000000000009 2011.5000000000002 1997.5000000000002 40.675000000000004 14831265000.000002 11.500000000000002 365.00000000000006 1.0000000180025095e-35
decision_type=9 9 9 9 8 10 10 9 9 9 10 8 10 10 10 9 8 10 10 8 10 8 10 10 10 10 8 10 8 10
left_child=2 12 18 6 5 -4 -3 19 -9 10 -8 25 -2 -14 -15 29 -17 -18 -1 -5 21 -21 -22 24 26 -11 -24 -28 -19 -10
right_child=1 3 4 7 -6 -7 9 8 15 11 -12 -13 13 14 -16 16 17 28 -20 20 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.7715977922702424e-05 -0.00023490686038864708 0.00029767919432451901 9.1011031569130837e-06 4.6897612195120513e-05 -0.00020454387028146046 0.00027385465548464483 -0.00047413357175805394 -9.601132851267957e-05 -9.3721080076889516e-05 1.9204740282302185e-05 7.2464193875345305e-05 4.8072434295856964e-05 3.654678969773594e-05 -0.00061442771083936205 6.5510907866057155e-07 -5.2730555667123618e-06 4.9161377277300186e-05 0.00030623963594999403 6.3696802702034773e-05 -0.0013432448136491083 -0.00095446127268977005 0.00030430106792402663 -6.9475999718636428e-05 -0.00086512762351967246 9.1253516884273395e-05 0.00010907719196703905 0.0011836033828822221 -1.9576209356851611e-06 -1.0544678746600475e-05 4.4036136421949249e-06
leaf_weight=76 283 44 29 33 27 57 121 118 89 89 36 39 25 48 31 1163 47 68 25 27 30 41 28 37 50 33 34 113 89 25
leaf_count=76 283 44 29 33 27 57 121 118 89 89 36 39 25 48 31 1163 47 68 25 27 30 41 28 37 50 33 34 113 89 25
internal_value=6.08921e-05 -0.000190408 0.00312889 0.00012854 0.0053871 0.00754023 0.00169437 -0.000163755 -0.000469566 0.0011536 -0.000404763 0.00253488 -0.0020804 -0.000152382 -0.00195 -0.000243969 -7.83754e-05 0.00167805 0.000321428 0.00105941 0.000775622 0.00301449 0.000245733 0.000730037 0.00132743 0.00156097 0.000568181 0.00116216 0.000835442 -0.002048
internal_weight=2955 2741 214 2354 113 86 362 1992 1599 318 157 161 387 104 79 1481 1367 204 101 393 360 68 292 262 225 122 175 147 157 114
internal_count=2955 2741 214 2354 113 86 362 1992 1599 318 157 161 387 104 79 1481 1367 204 101 393 360 68 292 262 225 122 175 147 157 114
cat_boundaries=0 18 32 33 63 65 92 94 95
cat_threshold=0 1 33554432 128 0 134217728 33554432 8192 0 402661392 32768 0 0 0 0 32 1073741952 128 1 0 1611661312 512 2 2050 0 0 65536 32 32 2097408 128 268435456 67108864 16 4 0 0 0 0 262144 2147483648 0 0 0 2048 2112 512 0 0 0 0 33558528 8192 0 0 0 0 0 0 0 0 0 8192 128 16516 1342177280 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 49152 4 0 18432 17
is_linear=0
shrinkage=0.04


Tree=477
num_leaves=31
num_cat=16
split_feature=8 7 7 12 10 11 12 7 12 13 9 0 8 0 12 1 17 5 0 1 0 1 0 11 0 6 0 1 0 5
split_gain=1.42854 1.22997 0.789401 0.677243 0.592829 0.612267 0.5124 0.555016 0.490548 0.353165 0.330798 0.313385 0.25016 0.435621 0.309383 0.248713 0.224407 0.241158 0.186748 0.250989 0.201578 0.178167 0.244282 0.241215 0.432735 0.209368 0.119666 0.116558 0.102396 0.0923319
threshold=0 1 2 3 4 5 6 7 8 9 10 24.500000000000004 11 32.500000000000007 12 5.5000000000000009 13 1.0000000180025095e-35 38.57500000000001 5.5000000000000009 30.500000000000004 5.5000000000000009 23.500000000000004 14 16.750000000000004 15 38.20000000000001 5.5000000000000009 39.07500000000001 1.0000000180025095e-35
decision_type=9 9 9 9 9 9 9 9 9 9 9 10 9 10 9 8 9 10 10 8 10 8 10 9 10 9 10 8 10 10
left_child=8 3 10 -2 5 27 9 11 18 -7 -3 -8 13 -9 -14 -5 -16 21 20 -20 -1 23 -23 24 -18 -25 -12 -4 -24 -28
right_child=1 2 4 15 -6 6 7 12 -10 -11 26 -13 14 -15 16 -17 17 -19 19 -21 -22 22 28 25 -26 -27 29 -29 -30 -31
leaf_value=3.9431966382771675e-06 5.1432754154348872e-05 -5.3321692712182144e-05 5.5800352475126724e-05 4.198868838370497e-05 -7.8988385862928113e-05 3.3417848895129526e-06 1.4795034303774891e-05 7.0071287368925396e-05 -2.11945521041558e-05 -3.2110523827550058e-05 0.00022788262278178957 0.00018835815321875657 3.6311159577395018e-05 4.1996088577231051e-06 -7.6508020578594147e-05 -0.0011066520992718098 3.4217581682746141e-05 0.00010103465060695233 -1.2668578470250726e-06 0.00093949944526211602 -0.00069102495831458561 -9.9534387592860642e-06 4.9430683442730773e-05 6.6011206397053203e-06 7.4949237286593942e-05 -2.1181441845143785e-05 3.499375864286342e-06 0.00013015849951009405 1.131672173694062e-05 -0.00081254108925082945
leaf_weight=59 104 221 76 91 177 227 44 44 433 227 30 69 121 67 142 25 95 29 109 35 31 31 50 122 28 144 52 26 52 25
leaf_count=59 104 221 76 91 177 227 44 44 433 227 30 69 121 67 142 25 95 29 109 35 31 31 50 122 28 144 52 26 52 25
internal_value=0.000219617 0.000688411 0.000381042 0.0034632 0.000716048 0.000961993 0.000739853 0.00122784 -0.00139823 -0.000378496 -0.00139233 0.00377419 0.000876067 0.00259016 0.000610908 0.00107087 0.000267045 0.000633451 9.79583e-05 0.000993103 -0.00131868 0.000443594 0.00170149 1.02555e-05 0.00140298 -0.000664261 0.000440677 0.00382301 0.00264078 -0.000358975
internal_weight=2986 2319 2099 220 1771 1594 1492 1038 667 454 328 113 925 111 814 116 693 551 234 144 90 522 133 389 123 266 107 102 102 77
internal_count=2986 2319 2099 220 1771 1594 1492 1038 667 454 328 113 925 111 814 116 693 551 234 144 90 522 133 389 123 266 107 102 102 77
cat_boundaries=0 30 40 58 59 60 63 64 81 83 84 86 107 108 109 111 112
cat_threshold=0 2052 4 0 2147483648 1 0 2147483648 1 0 0 133124 0 1048576 0 4096 0 0 33554432 0 2147483904 0 4194304 0 0 1073790976 4 0 128 4096 16384 0 33554432 2048 2 0 33554432 8192 33556480 48 131073 16 603979776 2629636 524320 0 0 268435456 0 134217728 0 0 0 0 67108864 0 16 256 67108930 288 16384 65536 524288 59648 2 1 1048576 0 0 0 0 0 65536 0 0 0 0 0 0 0 1073741824 16828416 32 2 0 10244 0 8 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 4096 0 128 68157472 10 32 1024 146
is_linear=0
shrinkage=0.04


Tree=478
num_leaves=31
num_cat=8
split_feature=7 8 12 9 12 4 0 2 4 2 2 6 4 0 2 2 2 0 2 2 2 12 2 2 4 2 2 8 2 0
split_gain=1.44588 0.843998 0.670298 1.01004 0.51261 0.587983 0.575758 0.512261 0.488933 0.653595 0.597392 0.487606 0.45486 0.443366 0.412741 0.74845 0.903781 0.40357 0.371191 0.368371 0.360007 0.381389 0.336324 0.32723 0.320092 0.606991 0.505239 0.259758 0.211108 0.186414
threshold=0 1 2 3 4 101.00000000000001 15.500000000000002 31.500000000000004 49000.000000000007 8.5000000000000018 24.500000000000004 5 293.00000000000006 44.07500000000001 3.5000000000000004 9.5000000000000018 20.500000000000004 42.710000000000008 321.00000000000006 59.500000000000007 145.50000000000003 6 15.500000000000002 4.5000000000000009 7049.5000000000009 33.500000000000007 42.500000000000007 7 46.500000000000007 44.07500000000001
decision_type=9 9 9 9 9 10 8 10 8 10 10 9 10 10 10 10 10 10 10 10 10 9 10 10 8 10 10 9 10 10
left_child=4 8 11 18 5 17 7 -6 -2 23 22 -3 13 14 -5 -16 -17 -1 20 -18 21 27 -11 -10 -23 -26 -27 -4 -12 -13
right_child=1 2 3 12 6 -7 -8 -9 9 10 28 29 -14 -15 15 16 19 -19 -20 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.8331327871010062e-05 -9.918504143798494e-05 -2.9851863800772067e-05 1.5159046674847418e-05 0.00077154484936815067 0.00022352865418059789 0.00014437079151940446 -3.1122647418195692e-05 -0.00011418538045971555 0.00038134164166235568 0.00010782432494986162 -0.00023079776542061153 6.9018237787160124e-06 -7.742737638711461e-06 -0.00017385008359457015 -1.9766255121002855e-05 9.1483834729321137e-05 -0.00011985475966327905 5.974238768154193e-05 6.9808946101730386e-05 0.00010041658726992508 -0.0010861885622675022 0.0004832069617144202 0.00045923736164154178 -0.00030905397531569132 -5.0495822497810776e-05 0.00052266446974911336 5.3868774421424862e-05 -1.6721431428973416e-05 5.0279553174837308e-05 2.1486440572739207e-05
leaf_weight=148 47 385 108 31 64 42 490 79 45 64 34 171 47 27 41 43 41 25 34 28 37 25 31 37 223 26 78 412 88 25
leaf_count=148 47 385 108 31 64 42 490 79 45 64 34 171 47 27 41 43 41 25 34 28 37 25 31 37 223 26 78 412 88 25
internal_value=-4.83718e-05 0.000508648 0.0001517 0.000689768 -0.00143423 0.000265486 -0.00200621 0.000194443 0.00228571 0.00294667 0.00409174 -0.000952704 0.00285502 0.00375472 0.00445405 0.00355844 0.00523894 -0.000758622 7.12779e-05 0.00234286 -8.35174e-05 8.24733e-05 0.00645833 -9.63865e-05 0.00107989 0.000768292 0.00327619 -0.000602637 0.00221138 0.000657004
internal_weight=2976 2128 1782 1201 848 215 633 143 346 299 217 581 258 211 184 153 112 173 943 69 909 872 95 82 352 327 104 520 122 196
internal_count=2976 2128 1782 1201 848 215 633 143 346 299 217 581 258 211 184 153 112 173 943 69 909 872 95 82 352 327 104 520 122 196
cat_boundaries=0 18 48 50 52 54 55 57 80
cat_threshold=268566529 160 605028352 524800 524320 134217794 131072 805306368 0 0 40960 64 268435584 0 0 32 1073745936 256 1342177280 4 0 0 0 0 262144 2147483648 0 0 0 0 2048 512 0 0 0 0 0 2048 0 0 0 0 0 0 64 0 524288 4096 68169024 2 0 22576 24578 2 408 16809986 32 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4096 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=479
num_leaves=31
num_cat=9
split_feature=0 8 11 6 2 3 0 0 4 8 4 2 4 2 6 3 0 0 15 2 13 2 4 17 2 2 2 8 3 3
split_gain=1.00234 0.740245 0.486685 0.411128 0.641048 0.615799 0.643674 0.572893 0.402296 0.398098 0.542672 0.36581 0.34459 0.330752 0.317274 0.343128 0.28789 0.465952 0.361531 0.460372 0.311804 0.253077 0.24599 0.252787 0.278655 0.34627 0.237325 0.234265 0.226749 0.276868
threshold=58.750000000000007 0 1 2 5.5000000000000009 2007.5000000000002 45.425000000000004 36.400000000000006 28.000000000000004 3 86.000000000000014 5.5000000000000009 2772799500.0000005 24.500000000000004 4 1977.5000000000002 32.500000000000007 29.500000000000004 5 31.500000000000004 6 1.5000000000000002 27174645000.000004 7 32.500000000000007 43.500000000000007 99.000000000000014 8 2017.5000000000002 2013.5000000000002
decision_type=10 9 9 9 8 10 8 10 10 9 10 10 8 8 9 10 10 10 9 10 9 10 8 9 8 8 8 9 10 10
left_child=1 16 14 11 8 6 9 -7 -5 10 -6 -4 -11 -14 -3 -16 17 18 19 -1 -21 -18 -15 -24 -25 -26 -27 -23 29 -9
right_child=-2 2 3 4 5 7 -8 28 -10 12 -12 -13 13 22 15 -17 21 -19 -20 20 -22 27 23 24 25 26 -28 -29 -30 -31
leaf_value=6.0124190916639799e-05 0.00016695777284371859 -0.00019782512759277591 4.1751823088491218e-05 -4.0603013912251218e-05 2.8502267704098461e-05 -0.00012466243114071365 -0.00067635813130497021 5.4895567015632223e-05 0.00066448981539044601 -8.1422243318032776e-05 4.5915476374460593e-05 2.4678507900977887e-05 8.3624230322401733e-05 6.7016588257686754e-05 4.0080606908548932e-05 -0.00017172684759341023 1.3538772363986415e-06 0.00029126241978175599 -4.8339839814933171e-05 1.6266313453644351e-05 -0.00037916586526339565 -7.073246439062555e-05 -0.00027191970422056069 -0.0013748609992490779 0.00038991179075413427 -0.00021310594800437715 3.0903009019877346e-05 -7.4683397732031129e-06 9.1448615922830759e-05 -6.7169437112243475e-05
leaf_weight=198 27 164 28 180 80 25 78 54 29 125 30 75 364 25 131 25 37 34 192 109 107 105 112 48 25 65 157 250 45 37
leaf_count=198 27 164 28 180 80 25 78 54 29 125 30 75 364 25 131 25 37 34 192 109 107 105 112 48 25 65 157 250 45 37
internal_value=3.91618e-05 -3.27096e-05 0.000434918 0.000723163 0.000539596 0.000881195 0.000544143 0.00318518 -0.00150476 0.000810077 0.00297521 0.00305263 0.000510729 0.000823086 -0.000966768 0.000335328 -0.000889742 -0.000374416 -0.00063262 5.64697e-05 -0.00121659 -0.00175064 7.39021e-05 -0.000166668 0.000457515 0.00101613 0.000502241 -0.00207865 0.00420438 0.003
internal_weight=2961 2934 1902 1582 1479 1270 1109 161 209 1031 110 103 921 796 320 156 1032 640 606 414 216 392 432 407 295 247 222 355 136 91
internal_count=2961 2934 1902 1582 1479 1270 1109 161 209 1031 110 103 921 796 320 156 1032 640 606 414 216 392 432 407 295 247 222 355 136 91
cat_boundaries=0 27 30 31 61 62 63 64 65 92
cat_threshold=1342177280 2048 4 0 65536 0 0 0 1 0 0 2052 8192 1048576 0 0 0 0 33554432 2048 2147484032 0 20971520 0 0 32768 68 67108897 1024 524288 64 0 8 0 134217728 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 0 0 0 0 0 0 0 8192 344 69206016 12 38 1073741824 2048 4 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 128 0 0 0 0 32768 4
is_linear=0
shrinkage=0.04


Tree=480
num_leaves=31
num_cat=7
split_feature=7 8 7 2 7 4 4 2 2 3 3 3 7 2 8 4 2 2 2 2 0 2 3 8 1 2 4 5 2 2
split_gain=1.07834 1.00784 0.657252 0.65495 0.607893 0.534141 0.728276 0.723224 0.52027 0.509047 0.407173 0.428188 0.398209 0.388932 0.356899 0.337131 0.313751 0.879162 0.333078 0.345244 0.31407 0.294522 0.274969 0.279762 0.268111 0.260957 0.245307 0.237178 0.233953 0.211027
threshold=0 1 2 27.500000000000004 3 575.00000000000011 2350.0000000000005 83.500000000000014 4.5000000000000009 2004.5000000000002 2011.5000000000002 2004.5000000000002 4 89.500000000000014 5 8747595000.0000019 65.500000000000014 86.500000000000014 26.500000000000004 15.500000000000002 18.500000000000004 18.500000000000004 2016.5000000000002 6 4.5000000000000009 66.500000000000014 40797.000000000007 1.0000000180025095e-35 11.500000000000002 10.500000000000002
decision_type=9 9 9 10 9 10 10 10 10 10 8 10 9 10 9 10 10 10 10 10 10 8 10 9 10 8 8 10 10 10
left_child=25 12 3 4 21 10 -7 15 -6 -5 11 13 16 -4 27 -8 18 -18 19 -2 -20 28 23 26 -16 -1 -14 -12 -3 -26
right_child=1 2 5 9 8 6 7 -9 -10 -11 14 -13 22 -15 24 -17 17 -19 20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-3.7393833837601674e-05 -4.9539271096720601e-05 -0.00011932693487617511 1.2496182277606149e-05 0.0001154694358213991 -6.3893468570579886e-05 0.00040684730197708879 -7.6613049280914832e-05 6.4335924727387803e-05 0.0002207101606962857 -2.830926663177739e-05 7.6926339647769645e-06 5.4100346114453227e-05 1.2518575786211869e-05 -7.1987096355658004e-05 -8.6464635402770402e-05 0.00011485382292111766 0.00011509776512950973 -1.6791221920972784e-05 -0.00028097659788622393 0.00050826860210359797 5.6057772436010535e-05 -0.0002774452264457998 4.3430697918617967e-05 -3.0049628310902584e-05 6.2640014731961265e-06 -2.2104144334384316e-05 -1.0774268642014022e-05 0.00037691294451998043 2.8666226632165379e-05 -4.5850556959080069e-06
leaf_weight=164 88 38 86 122 30 29 90 29 81 25 63 73 50 27 160 25 30 42 114 45 25 40 42 160 313 87 369 43 36 410
leaf_count=164 88 38 86 122 30 29 90 29 81 25 63 73 50 27 160 25 30 42 114 45 25 40 42 160 313 87 369 43 36 410
internal_value=-8.17256e-06 0.000229969 0.00080878 0.00227676 0.00097345 0.00038852 0.00245977 0.00126896 0.00291803 0.0044054 8.50331e-05 0.00179679 -0.000799181 0.000245613 -0.000238385 -0.000172415 0.000292957 0.00263014 -0.000322345 0.00110448 -0.00168572 -0.001088 -0.00139874 -0.00164828 -0.000505594 -0.00245802 -0.00101395 0.00184615 0.000319999 -0.000182321
internal_weight=2936 2685 1720 372 225 1348 173 144 111 147 1175 186 965 113 989 115 344 72 272 133 139 114 621 579 883 251 419 106 74 723
internal_count=2936 2685 1720 372 225 1348 173 144 111 147 1175 186 965 113 989 115 344 72 272 133 139 114 621 579 883 251 419 106 74 723
cat_boundaries=0 18 45 63 73 82 111 134
cat_threshold=131073 0 262144 2097152 32 8256 33554432 268435456 0 1024 32800 0 0 268435456 0 0 1073741824 256 1073741824 2060 4 0 65536 1 0 0 1 0 0 33556484 2048 1048576 0 0 0 0 4096 8192 256 0 16777216 0 0 1073774592 4 16384 129 1074798592 0 2 0 131072 8192 2048 8240 0 256 0 0 0 32 0 128 0 0 0 0 2 0 131072 0 2048 32 0 16 67108864 0 0 0 0 131072 65536 0 0 0 134217728 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 0 8 0 0 65536 0 0 0 1 0 0 4 2048 0 0 0 0 0 4096 8192 256 0 16777216
is_linear=0
shrinkage=0.04


Tree=481
num_leaves=31
num_cat=7
split_feature=7 8 8 0 9 7 0 4 4 2 2 2 2 0 0 0 2 4 0 6 4 2 0 4 2 0 6 3 2 2
split_gain=1.27325 1.12617 0.589829 0.696741 0.524744 0.509792 0.539827 0.471316 0.488914 0.711408 0.464415 0.412063 0.411932 0.487697 0.448921 0.307087 0.280036 0.245918 0.238342 0.373506 0.22593 0.210826 0.1877 0.209609 0.214902 0.323064 0.207348 0.365325 0.27132 0.360728
threshold=0 1 2 32.500000000000007 3 4 14.500000000000002 38500.000000000007 12415638000.000002 78.500000000000014 46.500000000000007 2.5000000000000004 59.500000000000007 35.250000000000007 44.07500000000001 15.500000000000002 283.00000000000006 575.00000000000011 40.250000000000007 5 2091500000.0000002 4.5000000000000009 15.500000000000002 44556186500.000008 4.5000000000000009 35.600000000000009 6 2004.5000000000002 8.5000000000000018 15.500000000000002
decision_type=9 9 9 10 9 9 8 8 8 10 8 8 8 10 10 10 10 8 10 9 10 8 8 8 10 10 9 10 10 10
left_child=15 16 3 -3 11 6 -6 -5 -9 10 -10 -4 13 -7 -14 -1 21 -13 19 -15 -17 -2 -19 -24 -25 -26 27 -27 -28 -30
right_child=1 2 4 7 5 12 -8 8 9 -11 -12 17 14 18 -16 20 -18 22 -20 -21 -22 -23 23 24 25 26 28 -29 29 -31
leaf_value=0.00074827649022032427 6.7945177759622435e-06 4.3857392594073215e-05 -0.00050813164471004749 -0.00024964371462939545 -5.8531628809321452e-05 -0.00030920664713156076 1.5266470102532984e-05 0.00014701683621789322 2.2011375873574476e-05 -7.8417546914997927e-05 0.00012348683401943933 -0.0001909984633179683 -2.2510953255511366e-06 -4.9814571074877045e-05 0.00021335410319997118 -5.4749518599462738e-05 4.5580783848657512e-05 5.7069511978307817e-05 -0.00030297372703222652 6.3450587775558479e-06 -4.8990887463171586e-06 -2.5826458629492067e-05 0.00092070402037812199 0.0036285727148413945 -0.00073446245543296138 -0.00067613154557951999 -7.5926428694512646e-05 8.7440745923446643e-05 0.00019807924776811661 2.9050339037887654e-05
leaf_weight=28 57 34 44 45 105 93 476 33 165 54 52 32 228 113 43 266 25 30 88 220 38 286 25 43 41 83 26 36 36 96
leaf_count=28 57 34 44 45 105 93 476 33 165 54 52 32 228 113 43 266 25 30 88 220 38 286 25 43 41 83 26 36 36 96
internal_value=5.30242e-05 0.000352671 0.00069094 0.00210152 0.000389512 -1.74301e-05 0.000871621 0.00161143 0.00217705 0.00160294 0.00262385 0.00149503 -0.000678393 -0.00135146 0.000573528 -0.00223907 -0.00166755 0.00188864 -0.000767773 -0.00027545 -0.00267541 -0.00201163 0.00214868 0.00190181 0.00164641 0.001279 0.00176978 0.000338461 0.00265089 0.00354887
internal_weight=2941 2609 2241 383 1858 1366 581 349 304 271 217 492 785 514 271 332 368 448 421 333 304 343 416 386 361 318 277 119 158 132
internal_count=2941 2609 2241 383 1858 1366 581 349 304 271 217 492 785 514 271 332 368 448 421 333 304 343 416 386 361 318 277 119 158 132
cat_boundaries=0 18 45 75 77 86 87 88
cat_threshold=131073 16 1073741824 2097664 32 64 0 268435456 0 0 8192 448 268435472 0 67108864 32 128 256 1073741824 2048 4 0 65536 0 0 0 0 0 0 33554436 0 0 0 4096 0 0 33558528 8192 256 0 0 0 0 32768 68 268435456 8 0 134217728 2147483648 0 262144 2147483648 0 32768 0 2048 2048 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 8192 1073741824 16548 0 128 67108864 0 0 0 131072 537010176 65536 28 130
is_linear=0
shrinkage=0.04


Tree=482
num_leaves=31
num_cat=11
split_feature=8 7 8 12 2 2 7 2 2 2 1 2 2 2 12 5 4 4 8 2 2 2 11 2 12 18 2 16 2 2
split_gain=1.2224 1.01995 0.755295 0.44586 0.582697 0.467411 0.419593 0.416277 0.514536 0.337633 0.302286 0.471632 0.461817 0.485496 0.441573 0.323849 0.256258 0.334971 0.601877 0.510403 0.507654 0.283174 0.237943 0.565524 0.359683 0.259922 0.338961 0.229296 0.423823 0.302854
threshold=0 1 2 3 535.00000000000011 8.5000000000000018 4 99.000000000000014 52.500000000000007 4.5000000000000009 1.5000000000000002 24.500000000000004 37.500000000000007 90.500000000000014 5 3.5000000000000004 2025703500.0000002 16829230000.000002 6 27.500000000000004 7.5000000000000009 14.500000000000002 7 47.500000000000007 8 9 34.500000000000007 10 46.500000000000007 69.500000000000014
decision_type=9 9 9 9 10 10 9 10 10 8 10 10 10 10 9 8 8 8 9 8 10 10 9 10 9 9 10 1 10 10
left_child=7 -2 -3 5 6 -4 -5 8 9 -1 -7 14 -13 15 -12 -14 -11 -18 19 -19 -20 -22 -8 24 -24 -26 -27 -17 -29 -30
right_child=1 2 3 4 -6 10 22 -9 -10 16 11 12 13 -15 -16 27 17 18 20 -21 21 -23 23 -25 25 26 -28 28 29 -31
leaf_value=-5.0695649874856777e-05 -3.9538811361012644e-05 -9.3016542089662769e-05 -6.2882517427339643e-06 -0.00025014414090610714 2.7695141445900834e-05 0.00010292939946927831 -1.6508406433936055e-05 6.8920319084221228e-05 -2.3567193656543106e-05 -1.7437120789533919e-05 1.4202207811641032e-06 -4.3520118989722572e-05 0.00016050533457440412 -4.2900482672081358e-06 0.00012988023779012526 -1.4403012192175836e-06 0.00024612114445864142 -0.0019067743995312403 0.00017636269736120703 4.645350954067142e-05 9.077400797608043e-05 7.1453626612718197e-05 0.00092929654951979222 -2.7239230794307745e-05 0.00046303588804248421 -0.00014574006467926604 0.00066498138459932508 -9.223022749941311e-05 0.00065979941342296847 8.0774813838746759e-06
leaf_weight=32 480 136 344 101 31 41 244 29 34 26 121 134 36 151 199 78 32 43 25 67 34 41 109 104 33 96 28 27 30 27
leaf_count=32 480 136 344 101 31 41 244 29 34 26 121 134 36 151 199 78 32 43 25 67 34 41 109 104 33 96 28 27 30 27
internal_value=7.8242e-05 -0.000234284 0.000153771 0.000361953 -0.000401586 0.0008407 -0.000642459 0.0022139 0.00186269 0.00239203 0.00135385 0.0011791 0.000388429 0.00115428 0.0023676 0.00245226 0.00285502 0.00325926 0.00265403 0.000330578 0.00468468 0.00342105 -0.000217601 0.000419947 0.00140824 7.14277e-05 -0.000768001 0.00166871 0.00310588 0.00503448
internal_weight=2913 2550 2070 1934 746 1188 715 363 334 300 844 803 483 349 320 198 268 242 210 110 100 75 614 370 266 157 124 162 84 57
internal_count=2913 2550 2070 1934 746 1188 715 363 334 300 844 803 483 349 320 198 268 242 210 110 100 75 614 370 266 157 124 162 84 57
cat_boundaries=0 30 48 75 77 86 87 114 115 116 117 118
cat_threshold=0 0 0 134217728 0 1 0 0 0 32768 0 131072 64 512 0 0 0 0 0 0 128 0 0 8 0 268435456 64 0 0 12288 131074 160 1142169600 524800 0 0 0 268435456 0 134217728 32800 128 144 0 0 32 1073746048 256 16 0 0 0 0 0 0 0 0 0 0 0 0 1048576 0 0 0 0 0 0 256 0 0 0 0 16384 4 67339298 32 0 0 0 0 0 0 0 0 33622016 98304 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 0 0 0 0 64 49156 1065024 4 2
is_linear=0
shrinkage=0.04


Tree=483
num_leaves=31
num_cat=12
split_feature=7 8 12 9 9 6 2 4 0 2 1 2 12 0 4 0 0 4 6 4 6 2 2 0 2 0 12 12 12 2
split_gain=1.40715 0.872922 0.63237 0.740992 0.611338 0.835753 1.25124 0.557231 0.795941 0.685642 0.593427 0.609974 0.756504 0.526372 0.508115 0.559851 0.657683 0.406518 0.396607 0.385568 0.42133 0.384325 0.393647 0.339995 0.330188 0.264615 0.251743 0.250535 0.249674 0.293559
threshold=0 1 2 3 4 5 122.50000000000001 38500.000000000007 47.750000000000007 510.50000000000006 3.5000000000000004 78.500000000000014 6 40.675000000000004 625.00000000000011 43.675000000000004 47.250000000000007 6050.0000000000009 7 481.00000000000006 8 50.500000000000007 16.500000000000004 9.5000000000000018 29.500000000000004 33.175000000000004 9 10 11 6.5000000000000009
decision_type=9 9 9 9 9 9 8 8 10 8 10 10 9 8 10 10 10 10 9 10 9 8 10 10 10 10 9 9 9 10
left_child=26 7 3 13 5 6 27 -2 9 10 -9 12 24 17 15 18 -17 19 -5 20 21 22 -3 -20 -12 -13 -1 -4 -25 -30
right_child=1 2 4 14 -6 -7 -8 8 -10 -11 11 25 -14 -15 -16 16 -18 -19 23 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-4.6337320929097085e-06 -0.00023952977185831776 0.00034601915358204431 3.315962876433175e-05 -3.1744285147834157e-05 -8.0782410852363158e-05 -4.4852035500126036e-05 0.0024307581348208662 -0.00024391216199255979 7.0137148637771616e-05 3.6881603674866044e-05 0.00010776778661570304 3.1191660450906957e-06 5.2317322311695548e-06 -4.6483416296774148e-05 -8.2976295944128741e-05 0.00039718753249158079 1.0655678282233445e-05 2.8172146329253531e-05 -0.00020785700573091315 -4.3788228209046802e-05 6.5239599339707294e-06 1.5803574751250561e-05 0.00011126229419940204 -4.6754876640340458e-05 0.0021303723045054002 -6.1997014795589825e-05 -5.5190133360164768e-05 -3.2264737373114806e-06 -1.6853052314494367e-05 1.9774444622090905e-05
leaf_weight=101 45 45 106 155 310 194 39 29 27 30 76 27 175 51 49 29 38 37 42 26 169 31 31 136 29 46 364 144 68 286
leaf_count=101 45 45 106 155 310 194 39 29 27 30 76 27 175 51 49 29 38 37 42 26 169 31 31 136 29 46 364 144 68 286
internal_value=0.000102179 0.000483675 0.000108161 0.000687707 -0.000761195 0.000137651 0.00148 0.00198788 0.00246364 0.00201453 0.00154569 0.002 0.00284697 0.00209476 -1.4743e-05 0.000243708 0.00370588 0.00271765 -9.88382e-05 0.00221782 0.00265704 0.00450847 0.00644156 0.000427255 0.00534483 -0.00124324 -0.00189076 0.000478087 0.000733197 0.00127123
internal_weight=2935 2470 1986 1193 793 483 289 484 439 412 382 353 280 390 803 754 67 339 687 302 276 107 76 532 105 73 465 250 490 354
internal_count=2935 2470 1986 1193 793 483 289 484 439 412 382 353 280 390 803 754 67 339 687 302 276 107 76 532 105 73 465 250 490 354
cat_boundaries=0 18 48 50 52 54 55 56 57 58 59 60 62
cat_threshold=131072 1 1073750016 512 524322 8258 33554432 536870912 0 8192 8224 2097536 144 0 0 0 1073741840 128 268435456 0 0 0 8192 0 262144 2147483648 0 32768 0 2048 8256 512 268435456 0 0 0 0 2048 128 0 4194304 0 0 268435456 0 0 524288 8192 76066 32 257 20516 0 10240 76 33026 260 274 18528 68288576 256 32
is_linear=0
shrinkage=0.04


Tree=484
num_leaves=31
num_cat=10
split_feature=7 7 3 5 2 2 9 7 12 4 2 2 12 2 2 0 2 3 13 0 0 12 2 12 12 2 2 0 2 0
split_gain=1.03852 0.697966 0.545829 0.5642 0.456888 1.44851 0.36502 0.50397 0.518445 0.388179 0.45008 0.440882 0.385994 0.628637 0.54495 0.352859 0.425584 0.417136 0.426042 0.53134 0.334166 0.316039 0.298276 0.363349 0.358306 0.36895 0.461279 0.405437 0.281539 0.26053
threshold=0 1 2011.5000000000002 1.5000000000000002 416.00000000000006 698.00000000000011 2 3 4 1104.0000000000002 71.500000000000014 9.5000000000000018 5 37.500000000000007 18.500000000000004 9.5000000000000018 7.5000000000000009 2005.5000000000002 6 16.750000000000004 18.500000000000004 7 63.500000000000007 8 9 29.500000000000004 12.500000000000002 40.250000000000007 11.500000000000002 47.750000000000007
decision_type=9 9 10 10 10 10 9 9 9 8 10 8 9 8 8 10 10 10 9 10 10 9 10 9 9 10 10 8 10 10
left_child=2 21 3 -1 6 -6 9 8 -8 -3 11 -11 14 -14 -13 -10 -17 18 19 -18 -20 28 24 -24 25 26 27 -9 -2 -26
right_child=1 4 -4 -5 5 -7 7 22 15 10 -12 12 13 -15 -16 16 17 -19 20 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=2.0419320951550685e-05 5.699877278096926e-05 -0.00014094329296044183 8.6210706884998998e-05 1.4563064753877867e-05 1.9690265091156789e-05 -6.516767949795982e-06 -0.00010301152785513857 4.2470399185821026e-06 -8.8508060975700726e-05 -1.2983714870329754e-05 -0.00043871557806518698 0.0008874661521052654 -6.4036100144934549e-05 4.9062741185758356e-05 3.3047559902709188e-05 3.6019319598761568e-05 0.00097594581210928833 -0.0002827966962741748 -0.0018443478336306698 2.5156774414235827e-05 0.00044227531010212432 -0.0002968097274979623 -7.2655319688587644e-06 3.7944662747198492e-05 -3.1762943500318853e-05 4.9987253470302474e-05 -0.0016520666244168871 -0.0002112574352633673 -4.3079267396739203e-05 7.8706083780117926e-06
leaf_weight=173 44 39 31 29 32 72 129 164 40 102 49 55 98 44 49 51 37 34 69 75 33 230 104 118 696 91 92 30 71 45
leaf_count=173 44 39 31 29 32 72 129 164 40 102 49 55 98 44 49 51 37 34 69 75 33 230 104 118 696 91 92 30 71 45
internal_value=-9.01957e-05 -0.00031509 0.00240984 0.00173399 -6.4435e-05 0.00251428 -0.000185302 -0.000435405 0.000684759 0.000841162 0.00123618 0.00174212 0.00265587 0.000993463 0.00438261 0.00149714 0.00201333 0.00131727 0.00197209 0.00351219 -7.07973e-05 -0.00196629 -0.000829016 0.000502241 -0.00110098 -7.21659e-05 -0.000780489 0.000328204 -0.000158731 -0.00160106
internal_weight=2926 2693 233 202 2348 104 2244 1808 468 436 397 348 246 142 104 339 299 248 214 112 102 345 1340 222 1118 377 286 194 115 741
internal_count=2926 2693 233 202 2348 104 2244 1808 468 436 397 348 246 142 104 339 299 248 214 112 102 345 1340 222 1118 377 286 194 115 741
cat_boundaries=0 17 35 37 46 47 48 49 50 51 52
cat_threshold=16384 1 33554432 128 0 2 0 536870912 33554432 8240 0 0 0 0 0 32 1073741824 131072 268435472 1142161408 0 0 0 0 268435456 0 134217728 32 384 16 0 0 0 4096 256 131072 4228 268435457 128 536870912 2052 0 64 0 131072 2048 84968512 163842 12 174368 82242 17976640
is_linear=0
shrinkage=0.04


Tree=485
num_leaves=31
num_cat=13
split_feature=8 7 2 12 11 2 2 1 7 4 2 12 12 2 11 2 2 2 2 11 2 16 11 12 2 6 2 2 2 2
split_gain=0.999927 0.609462 0.608898 0.707972 0.75747 0.813762 0.633242 0.563916 0.428765 0.507139 0.415091 0.409509 0.373358 0.408686 0.372074 0.420902 0.366663 0.344464 0.31263 0.302821 0.636935 0.424237 0.329179 0.295446 0.327092 0.287471 0.275079 0.248877 0.241334 0.521625
threshold=0 1 4.5000000000000009 2 3 14.500000000000002 21.500000000000004 5.5000000000000009 4 6050.0000000000009 45.500000000000007 5 6 23.500000000000004 7 2.5000000000000004 17.500000000000004 18.500000000000004 27.500000000000004 8 9.5000000000000018 9 10 11 66.500000000000014 12 78.500000000000014 79.500000000000014 73.500000000000014 46.500000000000007
decision_type=9 9 10 9 9 10 10 8 9 10 10 9 9 8 9 10 10 10 10 9 10 1 9 9 10 9 10 10 10 10
left_child=12 -2 11 4 5 -4 17 23 18 19 -8 -3 -1 -14 15 -13 -11 -7 -5 21 -21 25 28 -6 -25 -10 -12 -15 29 -22
right_child=1 2 3 8 7 6 10 -9 9 16 26 14 13 27 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.9387190618094623e-05 -4.6458688861533308e-05 -0.00014689095086407728 7.4780541149379855e-06 0.00015144643103060478 5.9029614462583761e-05 6.8432063119429278e-05 1.3971583068110812e-05 -0.0002506065030556373 2.7764072415075551e-05 -1.7820732278180055e-05 0.0040038776864217548 8.8522697289384982e-05 -0.00012061555772212297 1.6670411121577464e-05 -6.5150182864491207e-05 -3.3673982096770059e-05 7.0549424485404975e-05 0.0017530057984151545 -1.3958930389888877e-06 0.00025221811506864696 6.2225798953022076e-05 -0.0010466202138153659 -4.9285330626713975e-05 -0.00013670932176436263 6.9424151209804001e-05 -1.1779128169964229e-05 0.0002816182976734225 -1.4889259899709163e-05 5.0363894483804821e-05 -1.7734396997878446e-05
leaf_weight=203 208 123 137 68 138 42 67 82 120 27 25 74 113 105 168 55 55 25 65 33 152 75 155 112 32 252 59 52 64 56
leaf_count=203 208 123 137 68 138 42 67 82 120 27 25 74 113 105 168 55 55 25 65 33 152 75 155 112 32 252 59 52 64 56
internal_value=-9.78603e-05 0.000227418 0.000420774 0.000736155 0.00170411 0.00300546 0.00460274 0.000383999 9.88517e-05 -0.000196001 0.00313158 -0.00095012 -0.00176033 -0.000711745 -9.091e-05 0.00145714 0.00279518 0.00782353 0.00213889 -0.000471367 0.000254776 -0.00119651 -0.000158879 0.00124382 -0.000103227 -0.00066488 0.00498823 0.000582278 0.000678444 3.82766e-05
internal_weight=2942 2469 2261 1841 719 355 218 364 1122 989 151 420 473 270 297 129 82 67 133 907 460 447 427 282 144 372 84 157 272 208
internal_count=2942 2469 2261 1841 719 355 218 364 1122 989 151 420 473 270 297 129 82 67 133 907 460 447 427 282 144 372 84 157 272 208
cat_boundaries=0 29 47 48 51 68 69 70 73 76 77 79 80 81
cat_threshold=1073741840 2056 0 0 65536 1 0 0 1 0 0 33554432 0 1048576 0 4096 0 0 33554432 2048 256 0 0 8 0 1073790976 4 0 128 3 0 1056768 2097152 0 134217728 0 268435456 0 0 0 64 0 268435456 67108864 0 1073741840 256 68324448 32772 512 524288 131072 128 0 2048 2 0 0 536870912 2048 0 0 0 0 0 0 0 128 68200448 1082626 4 0 524288 16388 2147483648 524288 2 32 1024 134208 74
is_linear=0
shrinkage=0.04


Tree=486
num_leaves=31
num_cat=9
split_feature=7 8 2 4 2 8 12 2 2 0 4 8 2 0 6 2 13 12 2 2 2 0 12 2 0 2 2 2 2 0
split_gain=1.48858 1.40454 1.07893 0.748988 0.730411 0.677554 0.559564 0.792771 0.603319 1.11842 0.517965 0.480194 0.471699 0.643785 0.43349 0.555671 0.393334 0.456719 0.413246 0.649153 0.391474 0.443513 0.380421 0.755958 0.350807 0.337459 0.335995 0.327092 0.296602 0.26377
threshold=0 1 24.500000000000004 1868495000.0000002 14.500000000000002 2 3 73.500000000000014 42.500000000000007 42.960000000000008 2867949500.0000005 4 29.500000000000004 39.07500000000001 5 22.500000000000004 6 7 12.500000000000002 39.500000000000007 23.500000000000004 22.750000000000004 8 70.500000000000014 36.400000000000006 6.5000000000000009 33.500000000000007 99.000000000000014 72.500000000000014 32.500000000000007
decision_type=9 9 10 8 8 9 9 10 8 8 8 9 10 10 9 10 9 9 10 10 10 10 9 8 10 10 10 10 10 10
left_child=11 2 3 -2 -5 29 7 8 9 14 -9 12 13 -1 -7 -16 17 18 -8 -20 25 -22 23 -18 -17 -19 -24 -4 -28 -3
right_child=1 5 27 4 -6 6 16 10 -10 -11 -12 -13 -14 -15 15 24 22 20 19 -21 21 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0003905805238726013 -4.0223641139090383e-05 -3.9950405226372823e-06 -3.5098933611517348e-05 2.2991261040527102e-05 0.0003223562692368856 -2.2649409780880746e-05 -0.00019409920351772439 6.9221211595363037e-05 -2.6818478616417572e-05 0.0002087747459272367 3.51695373029526e-05 -3.9835152291405954e-05 5.0892999783621079e-05 -0.0013406464809183445 7.6845329938439502e-06 3.7769662751873723e-05 0.00045247825455998445 5.0586836538937776e-06 0.00029206101537157568 -0.00013285998491705534 8.1799921789103866e-06 -0.00041735506424160705 -0.0001809662357857752 -7.3485501971739327e-05 0.00010770131584454575 8.8701776825501755e-05 6.3971576149823164e-05 1.4999884412974015e-05 -4.9723917150898404e-05 -7.210993868817184e-05
leaf_weight=25 51 54 112 111 85 157 103 28 123 37 116 479 39 49 194 47 95 42 90 77 34 26 242 38 35 40 61 32 102 190
leaf_count=25 51 54 112 111 85 157 103 28 123 37 116 479 39 49 194 47 95 42 90 77 34 26 242 38 35 40 61 32 102 190
internal_value=-3.29341e-05 0.000425203 0.00257711 0.00424193 0.00536041 -2.2658e-05 0.000266195 0.00108556 0.000451177 0.00110403 0.00375172 -0.00180431 0.000548386 -0.00128 0.000525345 0.00144948 -0.000374611 0.000548462 -0.000427047 0.000785713 0.00230065 -9.3804e-10 -0.00107833 0.000749999 0.00424096 0.00424096 -0.00168269 -0.000110346 -0.000317074 -0.0019451
internal_weight=2914 2322 391 247 196 1931 1687 737 593 470 144 592 113 74 433 276 950 412 270 167 142 60 538 133 82 82 405 144 163 244
internal_count=2914 2322 391 247 196 1931 1687 737 593 470 144 592 113 74 433 276 950 412 270 167 142 60 538 133 82 82 405 144 163 244
cat_boundaries=0 18 48 75 77 98 99 100 101 102
cat_threshold=131074 16 1056768 2883584 2 8192 33685504 268435456 0 0 8192 192 0 0 0 32 0 33024 0 2050 4 134217728 2147483648 1 262144 0 1 32768 0 0 2048 512 0 0 0 0 0 0 0 0 0 8 0 0 64 0 524288 12288 1073741840 4 0 0 0 0 0 0 0 0 0 2048 8256 1048576 0 4096 0 0 33554432 2048 2147483648 0 0 0 0 16384 4 354 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 384 148 2 68387840 1114112
is_linear=0
shrinkage=0.04


Tree=487
num_leaves=31
num_cat=7
split_feature=7 5 7 6 2 11 2 2 2 6 2 2 1 3 2 2 2 7 2 2 2 2 0 2 3 3 1 2 4 15
split_gain=1.38961 0.756097 0.632125 0.609025 0.448665 0.380822 0.520353 0.385629 0.578162 0.329707 0.349489 0.936275 0.319727 0.398666 0.308427 0.333155 0.276033 0.25854 0.230104 0.215754 0.214325 0.457953 0.220736 0.325356 0.184793 0.181801 0.223363 0.19541 0.244038 0.159195
threshold=0 1.5000000000000002 1 2 1219.0000000000002 3 74.500000000000014 29.500000000000004 15.500000000000002 4 321.00000000000006 669.50000000000011 5.5000000000000009 2007.5000000000002 7.5000000000000009 24.500000000000004 47.500000000000007 5 90.500000000000014 12.500000000000002 67.500000000000014 41.500000000000007 18.500000000000004 12.500000000000002 2004.5000000000002 1997.5000000000002 5.5000000000000009 34.500000000000007 5157000000.000001 6
decision_type=9 10 9 9 8 9 8 10 10 9 10 10 8 8 10 10 10 9 10 8 10 10 10 10 8 8 10 8 8 9
left_child=1 3 24 -1 12 6 7 8 -4 19 17 -12 13 -5 -15 -16 -17 18 20 -7 21 22 -11 -24 -2 -21 27 -27 -29 -19
right_child=2 -3 5 4 -6 9 -8 -9 -10 10 11 -13 -14 14 15 16 -18 29 -20 25 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.5305831398545424e-05 3.2106010874843839e-05 3.0501021690295212e-05 -2.869619794170295e-05 -0.00032760132373627543 -2.4250636247197675e-05 -5.2803052315804531e-06 5.5461796508488204e-05 -0.00030330667515007684 7.0052355286021726e-05 1.6739920182164251e-05 1.4324024919110399e-05 -0.00053162443772831417 0.00039451514985039198 -0.00011810257093195003 0.00020049984447662915 -7.528701194705251e-06 1.7663120777295503e-05 -3.159088736383519e-05 -0.002883902387866729 0.00073022810925602727 6.9046889943294475e-05 -0.00042421638803574524 -6.01532965173167e-05 0.00016581250071182421 -5.0577355743617283e-05 -0.00010659340698149267 5.638570856956058e-05 0.00024421394700478363 -3.7316330279763133e-05 -3.7790996462044011e-06
leaf_weight=165 37 39 65 32 25 318 43 42 44 136 25 25 37 37 51 25 26 150 29 30 28 42 27 30 276 183 29 25 219 709
leaf_count=165 37 39 65 32 25 318 43 42 44 136 25 25 37 37 51 25 26 150 29 30 28 42 27 30 276 183 29 25 219 709
internal_value=-0.000242713 0.0018125 -0.000605629 0.00132331 0.00257377 -0.000360182 0.0012878 0.000236841 0.00149091 -0.000525795 -0.000102311 0.00313725 0.00329187 0.00253488 0.00345714 0.00458252 0.00223077 -0.000246529 0.000765676 -0.00114847 0.00116667 0.000762711 0.00158763 0.00365517 -0.00225926 -0.00169199 -0.00189059 -0.0021215 -0.00137143 -0.000593104
internal_weight=2949 437 2512 398 233 2199 194 151 109 2005 1201 50 208 171 139 102 51 1151 292 804 263 235 193 57 313 486 456 427 244 859
internal_count=2949 437 2512 398 233 2199 194 151 109 2005 1201 50 208 171 139 102 51 1151 292 804 263 235 193 57 313 486 456 427 244 859
cat_boundaries=0 17 35 36 38 39 49 50
cat_threshold=16384 268435473 1644175360 2052 524288 134217730 0 8192 33554432 134225920 32 8192 0 0 0 0 1073741968 131075 128 0 2097152 2 0 0 0 0 16 8192 2097216 128 0 0 0 4096 256 264 32768 1536 150 0 0 0 0 0 0 0 131072 2048 32 2156920832
is_linear=0
shrinkage=0.04


Tree=488
num_leaves=31
num_cat=8
split_feature=7 2 2 8 7 12 2 7 0 1 0 2 2 2 6 12 4 2 2 2 2 2 2 1 12 2 2 2 2 2
split_gain=1.57376 0.654233 0.923985 0.890962 0.635782 0.465956 0.421096 0.394934 0.777095 0.549342 0.68536 0.458777 0.425251 0.371858 0.361449 0.378062 0.321085 0.31597 0.314387 0.474546 0.404606 0.300201 0.325823 0.218136 0.207949 0.203805 0.203101 0.290921 0.182498 0.174114
threshold=0 321.00000000000006 698.00000000000011 1 2 3 1.5000000000000002 4 38.20000000000001 5.5000000000000009 47.750000000000007 35.500000000000007 84.500000000000014 66.500000000000014 5 6 283.00000000000006 2.5000000000000004 30.500000000000004 94.500000000000014 14.500000000000002 51.500000000000007 37.500000000000007 3.5000000000000004 7 67.500000000000014 3.5000000000000004 13.500000000000002 45.500000000000007 35.500000000000007
decision_type=9 10 10 9 9 9 10 9 10 8 10 8 10 8 9 9 8 8 8 10 10 10 10 8 9 10 8 8 10 10
left_child=6 3 -3 24 18 7 -1 12 17 13 11 -11 21 14 29 -16 -7 -9 20 -20 -5 22 26 -18 -2 -23 -6 -28 -24 -10
right_child=1 2 -4 4 5 16 -8 8 9 10 -12 -13 -14 -15 15 -17 23 -19 19 -21 -22 25 28 -25 -26 -27 27 -29 -30 -31
leaf_value=1.6237946428156468e-05 -4.4121270901681614e-05 2.563255002497566e-05 -4.3557934511168295e-06 4.3184053541645312e-05 -0.00040352563961903093 8.3011223298165991e-06 -6.1633228308098349e-05 1.0820869467842855e-05 -7.5480260891880816e-06 -3.8640765073252704e-06 0.00014040041695942206 0.00013796475710130688 7.6288620386258125e-05 -2.4956670328342594e-05 4.9198866994997753e-05 4.85805547086449e-07 5.7461900062565885e-05 -0.00024629352905975349 -8.5818300352402397e-05 5.0256994615818032e-05 0.00012091257481957234 -0.0015861995978483016 0.0019640137898129656 -2.4863007457516015e-05 -0.00010112013660641479 1.1018479873316323e-05 0.00016454737875536534 1.0486294179490627e-05 0.00010071341297120183 0.00095261574493927885
leaf_weight=56 107 55 64 80 36 26 264 26 159 59 28 29 37 76 104 135 40 196 53 27 44 28 30 693 161 34 74 160 27 25
leaf_count=56 107 55 64 80 36 26 264 26 159 59 28 29 37 76 104 135 40 196 53 27 44 28 30 693 161 34 74 160 27 25
internal_value=-0.000181323 0.000147865 0.00303333 9.61829e-06 0.000275368 5.50901e-05 -0.00277946 0.000524332 1.415e-05 0.000746752 0.00321367 0.0014382 0.00150114 0.000167999 0.000632075 0.001616 -0.000722079 -0.00200897 0.00234419 0.000493826 0.003712 0.00113846 0.00162195 -0.000888284 -0.00212186 -0.00139683 0.00103321 0.00146383 0.00434483 -0.000697437
internal_weight=2933 2613 119 2494 2226 2022 320 1263 837 615 116 88 426 499 423 239 759 222 204 80 124 389 327 733 268 62 270 234 57 184
internal_count=2933 2613 119 2494 2226 2022 320 1263 837 615 116 88 426 499 423 239 759 222 204 80 124 389 327 733 268 62 270 234 57 184
cat_boundaries=0 18 44 61 63 80 81 83 85
cat_threshold=268566529 16 537141248 2621440 2 134219776 0 0 0 134217728 32 64 268435584 0 0 32 16 256 1342177280 8 0 0 2147549184 0 0 0 0 0 0 2048 2048 0 0 4096 0 0 33554432 2048 0 0 0 0 0 16384 0 129 1073741824 10240 0 0 0 268443648 2048 8192 0 256 0 0 0 0 128 67330114 32 2 0 1048576 0 32 0 131072 537001984 33554432 0 0 0 0 0 0 0 4096 276 67174464 32 75008 32
is_linear=0
shrinkage=0.04


Tree=489
num_leaves=31
num_cat=12
split_feature=8 12 8 2 1 7 2 2 2 7 5 2 11 8 12 2 9 12 0 12 0 2 12 2 1 2 1 2 2 2
split_gain=1.45269 0.779837 0.780867 0.7453 0.546478 0.47688 0.468524 0.448622 0.437015 0.410184 0.482456 0.377712 0.377653 0.360183 0.350829 0.326255 0.295901 0.756012 0.543793 0.424296 0.870776 0.416416 0.402231 0.443628 0.400666 0.388661 0.34962 0.296996 0.294738 0.282136
threshold=0 1 2 20.500000000000004 5.5000000000000009 3 47.500000000000007 9.5000000000000018 27.500000000000004 4 1.5000000000000002 8.5000000000000018 5 6 7 12.500000000000002 8 9 35.600000000000009 10 36.900000000000006 6.5000000000000009 11 15.500000000000002 5.5000000000000009 6.5000000000000009 4.5000000000000009 33.500000000000007 99.000000000000014 80.500000000000014
decision_type=9 9 9 8 10 9 10 8 10 9 8 8 9 9 9 10 9 9 8 9 8 10 9 10 10 8 10 10 10 10
left_child=1 9 4 15 14 7 -5 -2 -9 -1 -11 -12 -7 -14 -3 -4 19 18 -18 20 -15 -19 27 -24 25 -22 -25 -23 -8 -28
right_child=5 2 3 6 -6 12 28 8 -10 10 11 -13 13 16 -16 -17 17 21 -20 -21 24 22 23 26 -26 -27 29 -29 -30 -31
leaf_value=-7.7254110747670978e-05 -1.983361419219919e-05 -0.0015548917556538727 1.0172914371096092e-05 0.0003720035518218755 0.00010143718878950253 1.3634108805085374e-05 9.1930093773468061e-06 0.00014009291409180857 -7.7919731069859744e-05 -0.0010261336707978455 -0.0013195939685080958 1.3828394764732539e-05 -4.2361028421618232e-05 0.00038050103778170831 5.0487339560796371e-05 -1.970074549389786e-05 0.004839561971256106 -8.520831963037493e-05 4.7122834419451263e-06 -0.00013636208373063306 8.3865256120972532e-06 -0.0012283136830037854 3.8070364731142952e-05 7.0149079277298683e-05 0.0001116964510668367 -6.6157104642812221e-05 -5.9132753520244159e-06 3.2686854724925695e-05 5.1467819373214901e-05 -0.00035343973465581512
leaf_weight=264 27 130 82 49 57 113 38 49 25 29 41 221 108 49 199 36 35 207 178 189 58 77 97 26 48 240 132 36 52 48
leaf_count=264 27 130 82 49 57 113 38 49 25 29 41 221 108 49 199 36 35 207 178 189 58 77 97 26 48 240 132 36 52 48
internal_value=-6.8005e-05 0.000999172 0.00193884 0.00362686 0.000745591 -0.000803195 0.00574286 0.00175 0.00352 -0.000106008 0.000913906 0.00149049 -0.000970945 -0.0011384 0.000133332 0.00141176 -0.000950385 -0.000453366 0.00155357 -0.00164034 -0.000837439 -0.00115458 -0.000441248 0.000343948 -0.00156772 -0.00211371 -0.000695653 -0.00235484 0.00395604 -0.00132597
internal_weight=2940 1198 643 257 386 1742 139 101 74 555 291 262 1641 1528 329 118 1420 836 213 584 395 623 416 303 346 298 206 113 90 180
internal_count=2940 1198 643 257 386 1742 139 101 74 555 291 262 1641 1528 329 118 1420 836 213 584 395 623 416 303 346 298 206 113 90 180
cat_boundaries=0 29 31 57 74 83 85 112 113 115 117 119 120
cat_threshold=0 14 4 134217728 2147483648 1 0 2147483648 0 32768 0 133120 2112 512 0 0 0 0 0 0 384 0 16777216 8 0 16384 64 0 524288 68193568 32 0 0 0 134217728 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 256 0 16777216 0 0 16384 1 1 0 2048 0 0 0 0 0 134217728 8192 0 16 0 0 0 1073741824 0 0 0 0 0 0 131072 537001984 2048 32800 65536 1073741824 2048 0 0 0 0 0 0 0 0 0 0 0 1048576 0 0 0 0 0 2048 0 0 4194304 0 0 0 4 212992 256 28692 1183040 2 67158114 32 49184
is_linear=0
shrinkage=0.04


Tree=490
num_leaves=31
num_cat=13
split_feature=7 8 12 8 2 8 4 8 2 11 0 2 6 0 2 2 0 2 2 9 7 12 9 6 2 2 1 2 2 2
split_gain=1.41751 0.770956 0.649577 0.907256 0.814547 0.66328 0.590585 0.566906 0.499611 0.492827 0.551054 0.472378 0.419834 0.327978 0.427859 0.323894 0.310843 0.304109 0.678315 0.283647 0.256087 0.245487 0.443308 0.305147 0.723367 0.403342 0.31022 0.354565 0.28798 0.231906
threshold=0 1 2 3 44.500000000000007 4 152.50000000000003 5 19.500000000000004 6 39.07500000000001 15.500000000000002 7 14.500000000000002 10.500000000000002 595.00000000000011 15.500000000000002 11.500000000000002 5.5000000000000009 8 9 10 11 12 12.500000000000002 7.5000000000000009 5.5000000000000009 40.500000000000007 5.5000000000000009 12.500000000000002
decision_type=9 9 9 9 10 9 8 9 10 9 10 8 9 10 8 10 10 8 10 9 9 9 9 9 10 8 8 8 10 10
left_child=7 -2 3 4 13 -4 -7 8 11 10 -5 -1 -12 -3 -15 19 -6 18 -14 -8 -21 23 29 25 -25 -22 27 -27 -24 -23
right_child=1 2 5 9 16 6 15 -9 -10 -11 12 -13 17 14 -16 -17 -18 -19 -20 20 21 22 28 24 -26 26 -28 -29 -30 -31
leaf_value=-3.2558625161240497e-06 -6.6775656784107891e-05 -0.00032166720141869496 -4.2808385491759256e-05 -0.00098263720588424842 0.00015726242535793949 2.3179472010209682e-05 -2.2283205352172627e-05 -5.9678466448072584e-05 -6.8852285713042417e-06 -2.7272550086149614e-05 -2.0502963634481394e-06 0.00027803291212290981 5.2608951828898771e-06 0.00059362648627536696 3.8399760429984548e-05 1.8947608511637326e-05 0.00010157760300007218 5.0280374796471561e-05 0.0012381657922552727 7.3163415724765286e-05 0.00034787214303377931 -4.8693920143047137e-06 0.0001417923339961564 -0.00016675033004942802 1.5184457254935205e-05 1.0536207427201692e-05 -0.0014268904086949872 0.0003704167726132725 2.9749458795874933e-06 -0.00010990663500899088
leaf_weight=46 122 25 373 26 46 26 103 508 60 237 103 29 43 39 100 33 53 121 40 102 39 111 25 78 144 38 26 27 95 135
leaf_count=46 122 25 373 26 46 26 103 508 60 237 103 29 43 39 100 33 53 121 40 102 39 111 25 78 144 38 26 27 95 135
internal_value=3.65596e-05 0.000499784 0.00067667 0.00154976 0.00345985 0.000131771 0.000676736 -0.00160856 0.000684931 0.00061962 0.00159302 0.00289474 0.00211688 0.00184242 0.0026 0.000518285 0.00644 0.00308837 0.00509524 0.000376622 0.000625751 0.000340191 -0.000381964 0.00107989 0.000137338 0.00255319 0.00126087 0.00272727 0.00152672 -0.00133852
internal_weight=2953 2310 2188 833 263 1355 982 643 135 570 333 75 307 164 139 956 99 204 83 923 820 718 366 352 222 130 91 65 120 246
internal_count=2953 2310 2188 833 263 1355 982 643 135 570 333 75 307 164 139 956 99 204 83 923 820 718 366 352 222 130 91 65 120 246
cat_boundaries=0 18 47 48 71 97 117 118 119 121 138 140 142 143
cat_threshold=131073 160 537919488 2564 524290 2048 33554432 0 65536 8208 32 64 268435472 0 0 32 4096 384 268435472 2048 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 1073741824 0 0 524288 67299392 0 4 0 0 0 0 0 0 0 0 0 0 8192 512 0 0 0 0 0 0 256 0 16777216 1073741824 4 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 4096 0 0 0 0 256 0 16777216 0 0 32768 0 8 0 134217728 0 0 262144 0 0 0 0 0 10240 512 0 0 0 0 0 8192 49156 22 0 8240 2 1 0 0 0 0 131072 536870912 33554432 0 0 0 0 0 0 0 128 66848 32 0 18436 22
is_linear=0
shrinkage=0.04


Tree=491
num_leaves=31
num_cat=14
split_feature=7 7 12 2 12 9 2 8 12 6 2 2 2 3 6 3 3 12 3 16 2 2 2 2 12 11 6 4 2 2
split_gain=1.3926 0.964035 0.775407 0.592721 0.581092 0.550204 0.523455 0.469948 0.485096 0.419058 0.440921 0.395886 0.713921 0.367652 0.501004 0.306931 0.34199 0.284432 0.273153 0.262811 0.261782 0.610773 0.260905 0.352475 0.238035 0.218509 0.48184 0.35378 0.391693 0.336905
threshold=0 1 2 2.5000000000000004 3 4 416.00000000000006 5 6 7 136.50000000000003 5.5000000000000009 19.500000000000004 2019.5000000000002 8 2008.5000000000002 2017.5000000000002 9 2017.5000000000002 10 92.500000000000014 20.500000000000004 34.500000000000007 69.500000000000014 11 12 13 425.00000000000006 18.500000000000004 9.5000000000000018
decision_type=9 9 9 10 9 9 10 9 9 9 8 8 10 8 9 8 8 9 10 1 10 10 10 10 9 9 9 10 8 10
left_child=24 4 6 -4 -2 13 7 -3 15 11 -11 -10 -13 -5 17 -9 -17 -15 25 20 21 -16 -19 -24 -1 29 27 28 -27 -18
right_child=1 2 3 5 -6 -7 -8 8 9 10 -12 12 -14 14 19 16 18 22 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.944591595720767e-06 4.544492794511366e-05 5.211398219950411e-05 -9.7230013223592227e-05 -0.00021339099684137487 6.0326386755461824e-06 -6.8965165316932535e-05 3.5751999791282299e-05 -0.00086376315787860887 0.0048877315270773811 -4.1927281219818449e-05 0.00012204814564903723 -0.00025614505343628501 3.2789228727773342e-05 1.6847698124743775e-05 0.00036225797652158549 0.00054475208588968752 -0.00045531823177933007 -0.00051143781934272128 -0.00016599116564599206 -0.00039863428380972315 0.0001616547828496047 -1.254741820820707e-05 8.287749755233325e-05 -0.0003815468914712258 -5.7233376573078234e-05 1.3038122451722687e-06 -6.4986526110611596e-05 -3.6022687663868396e-05 0.0014754341582659109 6.1241814031657083e-05
leaf_weight=107 121 111 126 100 208 205 50 32 29 330 43 48 39 124 94 29 38 100 30 29 26 48 40 45 345 49 193 28 35 140
leaf_count=107 121 111 126 100 208 205 50 32 29 330 43 48 39 124 94 29 38 100 30 29 26 48 40 45 345 49 193 28 35 140
internal_value=1.08723e-05 0.000383846 7.18223e-05 -0.00078903 0.0023647 -0.000399016 0.000731983 0.000565105 0.000286777 -0.000632001 -0.00128125 0.00138583 0.000136363 0.00022042 0.000662721 0.00106667 0.00131123 -0.000362501 0.00106615 0.00217308 0.00288757 0.00218182 -0.00132653 0.000232557 -0.00200432 0.00129752 0.000569619 0.00253658 0.00404706 0.00237037
internal_weight=2942 2490 2161 937 329 811 1224 1174 1063 489 373 116 87 606 506 574 542 309 513 197 168 142 185 85 452 483 305 112 84 178
internal_count=2942 2490 2161 937 329 811 1224 1174 1063 489 373 116 87 606 506 574 542 309 513 197 168 142 185 85 452 483 305 112 84 178
cat_boundaries=0 18 35 37 38 40 61 63 64 65 66 67 68 70 71
cat_threshold=268566530 32 1142169600 2359808 2 2048 0 268435456 0 0 32 2097344 0 0 0 0 4096 128 16384 268435457 570425344 8192 0 66 0 8192 33556480 48 32768 0 0 0 0 0 1073741824 91394 32 67346496 0 14496 0 0 0 0 0 1 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 128 90112 32 82 92 16779328 2 1089792 32 1024 464
is_linear=0
shrinkage=0.04


Tree=492
num_leaves=31
num_cat=12
split_feature=7 8 7 4 12 7 11 12 0 0 5 7 12 2 2 1 0 7 2 4 1 0 2 2 2 0 0 7 11 4
split_gain=1.40847 0.881106 0.915147 1.23247 0.870311 0.687822 0.660403 0.910935 0.512303 0.506555 0.497332 0.466864 0.645455 0.433325 0.343297 0.326941 0.39042 0.304387 0.291004 0.391746 0.416218 0.452763 0.301267 0.385647 0.284117 0.33046 0.256604 0.255524 0.321339 0.437573
threshold=0 1 2 11.000000000000002 3 4 5 6 38.57500000000001 16.750000000000004 4.5000000000000009 7 8 187.50000000000003 73.500000000000014 5.5000000000000009 24.500000000000004 9 321.00000000000006 1246835000.0000002 2.5000000000000004 40.675000000000004 80.500000000000014 41.500000000000007 59.500000000000007 39.07500000000001 18.500000000000004 10 11 2114435000.0000002
decision_type=9 9 9 10 9 9 9 9 10 10 8 9 9 8 10 10 10 9 10 10 10 10 8 10 10 10 10 9 9 8
left_child=-1 4 3 10 -2 15 7 14 17 -7 -3 -8 18 24 -4 16 -6 -9 19 20 -13 22 23 -22 25 -11 -19 -14 -29 -30
right_child=1 2 6 -5 5 9 11 8 -10 13 -12 12 27 -15 -16 -17 -18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-6.5157155720239817e-05 -0.00028306697112675681 9.7144499983172062e-06 -0.00023555319962305534 0.00011528354749237656 2.8298852697826216e-05 0.0005330461406474426 -3.6063342158643842e-05 6.7698023558869917e-05 3.5796390539499368e-05 -0.00018633818253677612 -4.1084938867305112e-07 0.00092932745454144569 2.9397808336091561e-06 1.7700011863098611e-05 2.2362700062639871e-05 4.8714921727045771e-05 0.00028711754601377731 -7.4127334645218766e-05 0.0012476530213051085 -0.00017104408868668945 -6.26292439455198e-06 6.5996221772301935e-05 -0.00018547587775845844 1.240607608309574e-05 -0.00045925275597328446 1.0927773050648245e-05 4.0888555728889304e-05 -7.5983171727676293e-06 3.275100103976565e-05 -8.9380741189498572e-05
leaf_weight=220 106 28 186 48 29 25 255 175 56 31 130 51 100 30 36 29 44 84 31 25 155 56 30 27 25 77 27 491 41 283
leaf_count=220 106 28 186 48 29 25 255 175 56 31 130 51 100 30 36 29 44 84 31 25 155 56 30 27 25 77 27 491 41 283
internal_value=0.000230558 0.000483467 0.000180567 0.00265438 0.00220147 0.00332226 -7.35859e-05 0.00108522 0.00235694 0.00164824 0.0010566 -0.000501286 -0.000184474 0.000902438 -0.000892705 0.0059469 0.00794595 0.00172822 0.00119171 0.000881158 0.0012625 0.000624534 -0.000225353 0.000393442 -8.95532e-05 0.000807339 -3.27878e-05 -0.00075594 -0.000992737 -0.00195821
internal_weight=2931 2711 2315 206 396 290 2109 564 342 188 158 1545 1290 163 222 102 73 286 375 344 319 268 212 182 133 108 111 915 815 324
internal_count=2931 2711 2315 206 396 290 2109 564 342 188 158 1545 1290 163 222 102 73 286 375 344 319 268 212 182 133 108 111 915 815 324
cat_boundaries=0 18 48 65 67 76 78 79 91 93 101 118 119
cat_threshold=3 0 1075060736 262656 0 0 0 0 0 0 32 64 268435456 268435456 0 0 0 384 1073741824 12 0 0 2147483648 1 0 2147483648 0 0 0 131072 2048 0 0 0 0 0 0 0 128 0 0 0 0 268435456 0 0 524288 8192 268451840 268435457 33554432 0 0 134217730 0 8192 0 0 40960 0 16 0 0 32 1073741952 1081344 32 0 0 0 4 0 0 0 537001984 33556480 32 1536 1082722 0 128 536870912 2097156 0 0 131072 0 65536 0 0 256 16811264 32 0 0 0 0 0 0 131072 131072 0 0 0 2048 2 0 0 0 2048 0 0 128 0 0 0 0 16 32772
is_linear=0
shrinkage=0.04


Tree=493
num_leaves=31
num_cat=13
split_feature=7 2 6 0 3 8 17 12 6 4 9 4 2 2 2 12 2 9 0 9 2 12 0 11 2 0 2 2 4 12
split_gain=1.38262 0.642726 0.566128 1.10342 0.788022 0.561717 0.585549 0.502938 0.411031 0.509885 0.396428 0.660312 0.398984 0.394413 0.66093 0.390028 0.363607 0.322281 0.317067 0.305748 0.361973 0.313764 0.310766 0.302875 0.275995 0.25346 0.236256 0.231693 0.230696 0.211414
threshold=0 73.500000000000014 1 36.400000000000006 2008.5000000000002 2 3 4 5 3681544000.0000005 6 6050.0000000000009 21.500000000000004 15.500000000000002 5.5000000000000009 7 176.00000000000003 8 39.07500000000001 9 2.5000000000000004 10 14.500000000000002 11 15.500000000000002 15.500000000000002 13.500000000000002 8.5000000000000018 13818465000.000002 12
decision_type=9 10 9 10 8 9 9 9 9 8 9 8 10 10 8 9 10 9 10 9 10 9 10 9 8 10 10 10 8 9
left_child=15 5 3 16 -5 28 10 23 13 24 11 -7 26 14 -9 17 -3 27 -19 20 -11 -21 -23 -8 -10 -24 -13 -1 -2 -12
right_child=1 2 -4 4 -6 6 7 8 9 19 29 12 -14 -15 -16 -17 -18 18 -20 21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.8299006944890399e-08 0.00012979255018006575 3.540390224894667e-05 -1.8856283885250038e-06 -1.4959567224791192e-05 5.3185601413305055e-05 -7.1584613894683431e-05 8.2061520967064104e-06 0.00067322624285143739 0.00045935666373375167 0.00038079548947386261 -1.7946214138078103e-05 4.8044396238384258e-06 -4.7922314951938227e-05 0.00020946763648251298 -0.00019947504039823975 -8.1670498858356719e-05 -0.00025894710261615476 -1.8941402782342869e-05 3.3928176841833655e-05 -5.3075827248379311e-05 -0.00015841052227952372 -0.00086755649866888886 0.00030996099921566748 -4.1176146445592483e-05 3.3131761363754098e-06 9.9633365723867291e-06 0.0016603831916614479 -0.00070025447584286162 3.1950429853860945e-05 -0.00011228797771060585
leaf_weight=28 42 103 115 29 88 42 154 59 35 25 109 40 50 84 69 219 36 81 149 228 89 45 102 204 32 368 25 78 58 171
leaf_count=28 42 103 115 29 88 42 154 59 35 25 109 40 50 84 69 219 36 81 149 228 89 45 102 204 32 368 25 78 58 171
internal_value=-2.29895e-05 0.000394529 0.00192473 0.00290637 0.00586441 0.000116141 -4.32553e-05 0.000334883 0.000746294 0.000367913 -0.0013125 0.000309523 0.00189655 0.00229596 0.000992247 -0.00180212 0.000599999 -0.000876082 -9.10146e-10 0.000107225 -0.001728 0.000408487 0.000950569 -0.00095393 0.00370588 0.00127388 0.00393939 -0.00259829 0.00288288 -0.00219931
internal_weight=2957 2402 371 256 117 2031 1931 1494 1136 924 437 157 115 212 128 555 139 336 230 857 114 743 515 358 67 470 65 106 100 280
internal_count=2957 2402 371 256 117 2031 1931 1494 1136 924 437 157 115 212 128 555 139 336 230 857 114 743 515 358 67 470 65 106 100 280
cat_boundaries=0 18 19 48 49 51 52 54 56 58 60 62 63 65
cat_threshold=131073 160 1610620928 786944 32 134225920 0 536870912 2048 8192 40992 0 144 0 0 0 4096 384 268 0 4 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 10 34816 32 258 256 4096 16933954 32 0 20516 1073741825 16384 17728 2 32772 98304 32
is_linear=0
shrinkage=0.04


Tree=494
num_leaves=31
num_cat=9
split_feature=7 12 11 5 4 5 12 0 12 9 2 3 2 4 2 6 5 3 2 1 9 12 2 2 2 0 2 1 2 2
split_gain=1.18555 0.782246 0.691767 0.777719 0.766688 0.802145 0.46259 0.369519 0.3536 0.551165 0.533691 0.630553 0.373378 0.335607 0.310419 0.300299 0.373308 0.295008 0.328712 0.321422 0.421519 0.279026 0.591962 0.338265 0.480308 0.332238 0.381076 0.276201 0.424714 0.397449
threshold=0 1 2 2.5000000000000004 21074995000.000004 1.0000000180025095e-35 3 14.500000000000002 4 5 34.500000000000007 2021.5000000000002 321.00000000000006 2091500000.0000002 3.5000000000000004 6 2.5000000000000004 1984.5000000000002 69.500000000000014 5.5000000000000009 7 8 199.50000000000003 52.500000000000007 4.5000000000000009 42.710000000000008 20.500000000000004 4.5000000000000009 104.50000000000001 55.500000000000007
decision_type=9 9 9 10 8 10 9 8 9 9 10 8 10 8 8 9 8 10 10 10 9 9 10 8 10 10 8 10 10 8
left_child=13 2 3 17 5 -4 27 -3 9 12 11 -11 15 -1 -8 -9 -17 19 -19 20 -2 23 -23 24 -15 26 -26 -6 29 -29
right_child=1 7 4 -5 6 -7 14 8 -10 10 -12 -13 -14 21 -16 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.3161286303537318e-05 1.0584168684476757e-05 3.3930299239124665e-05 0.00013743592355414038 0.00024894775103772112 2.7519090337701993e-06 -1.7134803940804789e-06 -0.0014605884264582076 -1.2879121711327832e-06 -2.3518838609075344e-05 4.9456437389493299e-05 9.724398726734675e-05 -9.0003652836362862e-05 0.00078604496079780315 -0.00035584151651702351 9.5404371589964196e-06 1.1054702547243056e-05 -0.00041230672168573291 4.4541173547516879e-05 -2.2867028118361605e-05 -7.1580900958725352e-05 -6.0351128951694751e-06 -7.0889936004439935e-05 1.9615742578878739e-05 -6.245530291156974e-05 -2.5343748266982705e-05 4.0288131959861947e-05 9.2457991822794344e-05 0.00011422706606570948 -2.6707376100078419e-05 6.4989666200418017e-05
leaf_weight=77 210 69 45 36 56 27 25 221 283 28 34 82 25 26 244 37 169 198 32 64 166 311 25 125 50 28 55 136 28 45
leaf_count=77 210 69 45 36 56 27 25 221 283 28 34 82 25 26 244 37 169 198 32 64 166 311 25 125 50 28 55 136 28 45
internal_value=-2.29895e-05 0.00042272 0.00105215 0.000189678 0.00203566 0.00591781 0.00154019 -0.00045047 -0.000677274 -0.000105438 0.00196129 0.00072072 -0.000794817 -0.00145198 0.000299999 -0.00109346 -0.00213825 -0.000119226 0.00103896 -0.000725625 -0.000275863 -0.00115942 -0.00191355 -0.000189831 0.001025 0.002 0.000943395 0.00268116 0.00344762 0.00415385
internal_weight=2957 2260 1312 706 606 72 534 948 879 596 144 110 452 697 269 427 206 670 230 440 376 620 336 284 159 133 105 265 209 181
internal_count=2957 2260 1312 706 606 72 534 948 879 596 144 110 452 697 269 427 206 670 230 440 376 620 336 284 159 133 105 265 209 181
cat_boundaries=0 18 19 22 23 25 27 28 30 31
cat_threshold=1 16 67108864 2886144 34 0 0 268435456 65536 134225920 8224 2097536 128 0 0 32 1073746064 256 67330146 67108868 2147483648 524288 155712 16810240 32 1 6148 10 0 6144 17843522
is_linear=0
shrinkage=0.04


Tree=495
num_leaves=31
num_cat=8
split_feature=7 8 2 7 2 8 2 5 3 9 7 0 0 17 2 2 0 2 0 2 3 3 0 0 1 2 2 17 2 2
split_gain=1.69085 1.01552 1.16549 1.04291 1.09621 0.599092 0.64335 0.452164 0.360891 0.348923 0.388867 0.428286 0.332906 0.279387 0.282407 0.278982 0.567564 0.385292 0.254077 0.259227 0.242316 0.32256 0.239805 0.369842 0.508307 0.261631 0.317416 0.235652 0.203755 0.196103
threshold=0 1 34.500000000000007 2 6.5000000000000009 3 1425.0000000000002 10.500000000000002 2005.5000000000002 4 5 35.600000000000009 35.850000000000009 6 2.5000000000000004 73.500000000000014 16.750000000000004 69.500000000000014 33.175000000000004 5.5000000000000009 2019.5000000000002 2021.5000000000002 26.500000000000004 39.07500000000001 5.5000000000000009 16.500000000000004 34.500000000000007 7 3.5000000000000004 22.500000000000004
decision_type=9 9 10 9 8 9 10 8 10 9 9 10 10 9 8 10 10 10 10 10 10 10 8 10 8 10 10 9 10 10
left_child=27 2 12 4 -3 -5 8 -6 9 18 15 -12 -2 -13 -15 17 -17 29 -7 -20 -10 -22 -9 -24 25 -25 -27 28 -1 -11
right_child=1 3 -4 5 7 6 -8 22 20 10 11 13 -14 14 -16 16 -18 -19 19 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-2.842976726323848e-05 -0.00014093573640103332 0.00055547872286616524 8.0449489894461777e-05 -9.436685039720273e-06 0.00042389818471077443 0.00032951936659973723 0.00011472406814912974 2.0958831197641489e-05 -4.277155136821965e-05 -8.1627419378086295e-07 -8.8283785612345002e-05 -5.2769874937592614e-05 7.4802595046651485e-05 -0.00012551708939835594 9.2996945432306067e-06 8.0655026003527547e-06 0.00018114167621515823 -0.00070917649290055691 -0.00017951271542896035 1.8404350363471388e-05 3.0285823838898683e-05 -0.00021500484848092688 -0.00011184514044812959 -0.0010543297285454311 0.00034514219464314155 0.00066420498958914039 -4.043085300764903e-05 -7.8945421626500217e-05 3.0655061152342539e-05 4.4395332614873413e-05
leaf_weight=79 28 28 45 220 26 47 33 48 193 237 170 106 32 55 581 46 27 30 27 101 40 29 28 37 28 28 31 224 26 271
leaf_count=79 28 28 45 220 26 47 33 48 193 237 170 106 32 55 581 46 27 30 27 101 40 29 28 37 28 28 31 224 26 271
internal_value=-4.27301e-05 0.000306619 0.00396552 0.000133978 0.00250566 -0.000149282 7.38513e-05 0.00165639 -2.03987e-05 0.000193054 -7.82363e-06 -0.000528712 0.000655737 -0.00011844 0.0002102 0.000765272 0.00308108 0.00046011 0.00182796 0.000992247 -0.00139924 0.00062857 0.000995024 0.000209149 0.001152 -0.000247424 0.0014 -0.00269412 -0.00086207 0.000722985
internal_weight=2901 2572 105 2467 254 2213 1993 226 1960 1698 1523 912 60 742 636 611 73 538 175 128 262 69 200 152 124 96 59 329 105 508
internal_count=2901 2572 105 2467 254 2213 1993 226 1960 1698 1523 912 60 742 636 611 73 538 175 128 262 69 200 152 124 96 59 329 105 508
cat_boundaries=0 18 47 58 85 87 97 98 99
cat_threshold=1 0 1048576 0 34 2048 0 268435456 33554432 134217744 32 384 268435584 0 0 32 128 384 0 10 0 134217728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 64 0 524288 16384 17 33562624 8196 0 134217794 0 536879104 0 0 8192 16 2048 4 0 0 1 0 2147483648 0 0 0 2048 0 0 0 4096 0 0 0 0 0 524288 4194304 8 0 32768 4 1 132 131074 0 536870912 0 0 0 131072 131072 65536 32 6 49
is_linear=0
shrinkage=0.04


Tree=496
num_leaves=31
num_cat=12
split_feature=8 8 9 12 12 0 1 0 3 5 0 1 14 1 8 0 3 12 0 9 13 9 0 4 12 0 3 3 0 1
split_gain=1.4974 0.683619 0.534539 0.521253 0.448094 0.437276 0.399688 0.581773 0.354901 0.321431 0.334565 0.284968 0.343281 0.275932 0.260112 0.33519 0.276958 0.343093 0.343599 0.274285 0.288073 0.257304 0.240343 0.198718 0.17289 0.1701 0.166679 0.158939 0.157556 0.117969
threshold=0 1 2 3 4 39.07500000000001 4.5000000000000009 18.500000000000004 1989.5000000000002 5.5000000000000009 31.500000000000004 3.5000000000000004 5 5.5000000000000009 6 44.07500000000001 2009.5000000000002 7 40.250000000000007 8 9 10 39.07500000000001 133.00000000000003 11 43.675000000000004 2017.5000000000002 2006.5000000000002 47.250000000000007 5.5000000000000009
decision_type=9 9 9 9 9 10 8 10 8 8 10 8 9 10 9 10 8 9 10 9 9 9 10 10 9 8 8 10 10 10
left_child=5 -2 4 6 9 -1 -4 29 -5 -3 -11 -10 -13 23 15 -14 -16 -18 19 -19 24 -6 -22 26 -21 -23 27 -9 -20 -8
right_child=1 2 3 8 21 -7 7 13 11 10 -12 12 14 -15 16 -17 17 18 28 20 22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.3376880955715154e-06 -3.4355675547952734e-05 -0.00040421912974814857 -5.6046994939913109e-05 0.00012850313729727557 -6.5017228780084078e-06 2.3694175760030167e-05 7.3049021540221915e-05 6.1873524242288288e-05 3.2794393123086708e-05 -1.7565147502902378e-05 0.00025478414138156263 -0.00017559564874115773 1.0620993142442987e-06 -0.00042671612905569435 -9.0220624729622621e-05 0.00019610679642871246 3.9581536075926115e-05 -0.00010500280756862435 0.00010781333897680781 1.9459098877592096e-05 -6.2366906023171925e-05 -8.9771223514997003e-05 -2.9189192772322353e-06 -0.00098071816879369104 -2.8028259455973781e-06 -2.7529873169805815e-06 3.3192079218287552e-05 -0.00030232964603897015 -7.5355263232248335e-05 0.00018239574490068233
leaf_weight=30 295 40 33 29 176 96 68 26 104 35 46 116 100 42 144 30 249 127 65 105 129 229 117 32 210 29 152 25 44 25
leaf_count=30 295 40 33 29 176 96 68 26 104 35 46 116 100 42 144 30 249 127 65 105 129 229 117 32 210 29 152 25 44 25
internal_value=-0.000173619 -0.000369927 -0.000152877 0.000157336 -0.00123675 0.00391241 0.00142029 0.00183288 -0.000174684 0.000878787 0.00239024 -0.000259573 -0.000406403 0.000906474 -0.000210369 0.00141844 -0.000399668 -0.000175741 -0.000579209 -0.000917272 -0.000496504 -0.00183371 -0.00149416 0.00144068 0.000306748 -0.00264684 0.00190196 -7.6924e-05 0.00149091 0.00455319
internal_weight=2948 2822 2527 1972 555 126 403 370 1569 121 81 1540 1436 277 1320 130 1190 1046 797 688 561 434 246 235 315 258 203 51 109 93
internal_count=2948 2822 2527 1972 555 126 403 370 1569 121 81 1540 1436 277 1320 130 1190 1046 797 688 561 434 246 235 315 258 203 51 109 93
cat_boundaries=0 29 56 58 60 62 63 86 87 89 90 92 93
cat_threshold=0 2 0 134217728 1073741824 0 0 0 0 0 0 0 64 0 0 0 0 0 0 0 0 0 0 0 0 268451840 64 0 524288 268435456 2048 0 0 0 0 0 0 0 0 0 33556484 0 0 0 4096 0 0 0 10240 2147483648 0 0 8 0 32768 4 513 20496 67248192 2 24864 32 131089 0 0 0 0 0 0 262144 0 0 0 0 131072 0 512 0 0 0 0 0 0 0 0 4194304 1114368 256 36 10 0 4096 16777250
is_linear=0
shrinkage=0.04


Tree=497
num_leaves=31
num_cat=10
split_feature=7 12 2 8 9 2 5 9 2 2 2 0 1 2 2 9 1 12 2 7 2 2 0 0 0 12 2 12 2 2
split_gain=1.15814 0.828996 0.686668 0.50541 0.551795 0.471259 0.450956 0.515853 0.438306 0.400212 0.392963 0.371201 0.361155 0.34806 0.400923 0.346526 0.342827 0.391133 0.449818 0.335283 0.390468 0.334984 0.768707 0.479487 0.357931 0.314054 0.296774 0.466103 0.439522 0.239208
threshold=0 1 105.50000000000001 2 3 147.50000000000003 1.5000000000000002 4 403.00000000000006 3.5000000000000004 13.500000000000002 24.500000000000004 4.5000000000000009 11.500000000000002 8.5000000000000018 5 4.5000000000000009 6 79.500000000000014 7 13.500000000000002 25.500000000000004 18.500000000000004 18.500000000000004 39.07500000000001 8 63.500000000000007 9 80.500000000000014 23.500000000000004
decision_type=9 9 10 9 9 10 8 9 8 8 10 8 10 10 8 9 10 9 8 9 8 8 10 10 10 9 10 9 10 8
left_child=15 6 3 13 10 -4 -2 8 11 -9 -5 -8 -7 14 -3 26 29 18 -18 20 -6 22 -19 -23 -24 -21 27 -1 -28 -11
right_child=1 2 5 4 19 12 7 9 -10 16 -12 -13 -14 -15 -16 -17 17 21 -20 25 -22 23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00031999618969041839 -0.00021355761143639266 -1.6015802732961674e-06 5.9776253034307921e-05 -6.087153068679724e-06 3.1386225731114147e-05 1.1117225309220657e-06 0.00014999585183453899 -0.00010760807818852192 0.00038503054507127215 -0.00088983190988924099 3.8476365016657114e-05 -0.0016695794904984062 -1.338476227048344e-05 -2.0714439409645748e-06 0.00027252214309450286 -4.1951837227507298e-05 3.4290398010665108e-05 0.0010129399142552366 7.3761447584044332e-05 -4.6274199384518278e-06 -5.4683108927185385e-05 -0.0013975123760371821 -0.00028641348200608214 4.1254788899975357e-05 5.5493381804474889e-05 -4.0469572969468971e-05 0.00057037542407212835 -4.6921722547068635e-06 -9.0679554766812086e-06 5.3188201835881687e-05
leaf_weight=103 49 39 29 58 46 25 26 47 25 31 59 74 98 141 50 198 99 26 33 290 67 52 33 131 93 653 25 197 82 64
leaf_count=103 49 39 29 58 46 25 26 47 25 31 59 74 98 141 50 198 99 26 33 290 67 52 33 131 93 653 25 197 82 64
internal_value=-0.000112773 0.00029289 -0.000242657 -0.000521368 -0.000854731 0.00230065 0.00134509 0.00161088 -0.000735295 0.00207097 0.00165625 -0.0019802 0.00119355 0.00116182 0.00315555 -0.00165585 0.00240142 0.00284615 0.0046993 -0.00114714 0.000870967 0.00190751 0.0033464 0.000804347 0.00201575 -0.00139623 -0.000928231 -0.00159469 0.000851851 0.000208332
internal_weight=2943 2338 1555 1403 1173 152 783 734 125 609 117 100 123 230 89 605 562 467 132 1056 113 335 152 183 126 943 407 300 107 95
internal_count=2943 2338 1555 1403 1173 152 783 734 125 609 117 100 123 230 89 605 562 467 132 1056 113 335 152 183 126 943 407 300 107 95
cat_boundaries=0 18 20 41 43 45 47 48 65 66 68
cat_threshold=268451840 16 67117056 524292 2 134217728 0 268435456 65536 134225920 32 192 128 0 0 32 1073741840 384 16932928 32 0 0 0 0 0 0 262144 0 0 32768 0 0 0 512 268435456 0 0 0 4096 0 128 0 4 1 8212 128 18560 139264 0 129 537919488 0 0 0 0 0 0 0 0 0 0 0 0 0 4224 68223008 43008 32
is_linear=0
shrinkage=0.04


Tree=498
num_leaves=31
num_cat=14
split_feature=7 8 12 7 12 5 8 4 1 3 1 3 0 12 0 7 0 0 7 0 0 6 12 4 3 5 12 0 8 9
split_gain=1.65085 0.909073 0.883123 0.665783 0.492476 0.429873 0.404112 0.376416 0.613534 0.461211 0.331168 0.307011 0.260928 0.255193 0.575689 0.242273 0.295503 0.299506 0.240157 0.206248 0.279136 0.257915 0.449799 0.475007 0.399917 0.345383 0.300943 0.320624 0.231981 0.183046
threshold=0 1 2 3 4 2.5000000000000004 5 86.000000000000014 5.5000000000000009 2016.5000000000002 4.5000000000000009 1996.5000000000002 39.07500000000001 6 30.500000000000004 7 35.850000000000009 14.500000000000002 8 47.750000000000007 51.32500000000001 9 10 199.50000000000003 1997.5000000000002 1.0000000180025095e-35 11 42.960000000000008 12 13
decision_type=9 9 9 9 9 8 9 10 10 8 10 10 10 9 10 9 10 10 9 8 10 9 9 10 8 10 9 10 9 9
left_child=13 2 12 10 -5 -4 -6 8 9 -7 -3 -12 -2 14 -1 16 17 -8 -15 21 -21 26 -23 24 -24 -25 -17 28 -28 -26
right_child=1 3 5 4 6 7 15 -9 -10 -11 11 -13 -14 18 -16 19 -18 -19 -20 20 -22 22 23 25 29 -27 27 -29 -30 -31
leaf_value=0.0012696484867167133 -9.8390502628613072e-05 0.00018200292502090111 -3.0040384047070923e-05 0.00025969247066199615 -0.00015527318476783039 -2.5379311608720979e-05 -0.001036303173689742 9.0235669587817002e-05 -2.5673789372192587e-05 4.1501689244968568e-05 1.7133941288827529e-05 -9.6543634323989091e-06 1.5429726013733904e-05 -1.0588537041739373e-05 -0.00026232912572343741 -0.00017472199007827939 -0.00013804437651038622 1.8548648857633028e-05 -0.00013290891652134368 9.62568436976368e-05 -3.6463410261819715e-05 0.00024488912050906299 7.3518975470642531e-05 3.7785798092843709e-05 8.8157511174432396e-06 -1.2146331329557718e-05 1.562366408347327e-05 -0.00066008610398896495 -8.4279795932774181e-06 -2.641553700963485e-05
leaf_weight=27 50 27 37 114 114 36 28 25 55 138 119 71 69 196 79 109 100 101 255 45 37 105 31 44 131 41 182 37 255 285
leaf_count=27 50 27 37 114 114 36 28 25 55 138 119 71 69 196 79 109 100 101 255 45 37 105 31 44 131 41 182 37 255 285
internal_value=-0.000153534 0.00030705 0.00199525 -5.23412e-05 -0.000314125 0.00316556 -0.00049517 0.00385882 0.00332174 0.00448 0.00198246 0.00146597 -0.000892309 -0.00209155 -0.000205129 -0.000313879 -0.00148333 -0.000276924 -0.00251948 -9.74876e-05 0.00183132 -0.000229321 0.00032716 -0.000162064 -0.000687501 0.00255814 -0.000828284 -0.000362888 -6.39279e-05 -0.00101679
internal_weight=2943 2386 410 1976 1759 291 1645 254 229 174 217 190 119 557 106 1531 229 129 451 1302 82 1220 637 532 447 85 583 474 437 416
internal_count=2943 2386 410 1976 1759 291 1645 254 229 174 217 190 119 557 106 1531 229 129 451 1302 82 1220 637 532 447 85 583 474 437 416
cat_boundaries=0 18 48 49 66 67 88 89 106 123 124 125 126 149 151
cat_threshold=16385 33 67371008 2105344 32 0 33554432 805306368 65536 0 32 2097600 128 0 0 0 4096 256 1073741824 2058 0 0 2147549184 0 0 0 1 32768 0 0 10304 0 0 0 0 0 0 0 128 0 4194304 0 0 49152 64 0 0 4096 17860864 131074 128 1073741824 2048 0 8192 0 8192 33554432 16 0 0 0 268435456 0 32 128 67125248 268435456 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 256 1048672 0 0 570425344 0 0 0 131072 0 0 32 0 0 0 0 0 0 1073741840 0 0 0 0 32 0 0 0 65536 0 0 0 0 0 0 0 4096 152 1344 3360 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 0 4260
is_linear=0
shrinkage=0.04


Tree=499
num_leaves=31
num_cat=10
split_feature=7 7 11 2 7 3 9 2 7 2 1 0 15 0 6 4 2 3 4 6 9 3 2 2 2 2 2 2 5 0
split_gain=1.26505 0.504956 0.647913 1.49403 0.561771 0.430547 0.348928 0.381629 0.348802 0.419071 0.443935 0.285066 0.361016 0.272828 0.382939 0.416226 0.383588 0.439837 0.364607 0.312055 0.295926 0.272232 0.270543 0.253934 0.248043 0.373222 0.243135 0.230834 0.251142 0.198731
threshold=0 1 2 72.500000000000014 3 2021.5000000000002 4 725.00000000000011 5 17.500000000000004 5.5000000000000009 32.500000000000007 6 39.07500000000001 7 3500075000.0000005 17.500000000000004 2018.5000000000002 850.00000000000011 8 9 1998.5000000000002 53.500000000000007 23.500000000000004 32.500000000000007 10.500000000000002 155.00000000000003 10.500000000000002 4.5000000000000009 18.500000000000004
decision_type=9 9 9 8 9 8 9 10 9 10 10 10 9 8 9 8 10 8 8 9 9 10 10 10 10 10 8 8 8 10
left_child=6 -2 3 4 24 -6 21 8 11 -10 22 12 -8 19 18 -16 27 -18 -15 -4 -20 -1 23 -11 25 -3 -5 28 -17 -14
right_child=1 2 13 26 5 -7 7 -9 9 10 -12 -13 29 14 15 16 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022782874202167687 -1.7518592632898915e-05 -2.332513800136279e-05 -7.2543103150180278e-06 7.3789863537808732e-05 3.5377536774376179e-05 -8.1824631871872514e-05 1.6912245462489228e-06 -0.0012617922176159624 1.2717469330953337e-05 0.00020745178092244091 -0.00010486695668587345 -1.9744672917195465e-05 4.4584638593887539e-05 2.7335079010586036e-05 -1.0811346725098645e-05 9.6049049083688995e-06 -5.2302850752758108e-06 5.0105475859133655e-05 -0.00010028575414380987 -0.00050446690535547469 -9.7216189349575416e-06 2.8288682148735699e-05 5.0908277040427696e-05 0.00032088113846041557 -0.00014665078056031597 0.00023929102588591424 0.00018226913677007201 -3.6683087485751412e-05 -9.3371958796396527e-07 0.00018407650523882721
leaf_weight=69 433 25 172 49 31 135 150 30 127 26 30 90 97 28 125 43 79 161 127 105 229 32 60 50 54 52 64 115 134 26
leaf_count=69 433 25 172 49 31 135 150 30 127 26 30 90 97 28 125 43 79 161 127 105 229 32 60 50 54 52 64 115 134 26
internal_value=5.69675e-05 -0.000443832 -0.000133411 0.00123515 -0.000228189 -0.00171752 0.00141855 0.00174462 0.0019726 0.00298684 0.00440718 0.00103743 0.00170803 -0.00056584 -0.000272554 0.000317364 0.000810506 0.0019917 -0.0012557 -0.00168345 -0.00163586 -0.000750001 0.00537226 0.00696104 0.00166197 0.00323077 0.00515789 -0.000163823 0.000741572 0.00319403
internal_weight=2948 2161 1728 410 297 166 787 686 656 293 166 363 273 1318 1041 657 532 240 384 277 356 101 136 76 131 77 113 292 177 123
internal_count=2948 2161 1728 410 297 166 787 686 656 293 166 363 273 1318 1041 657 532 240 384 277 356 101 136 76 131 77 113 292 177 123
cat_boundaries=0 17 35 38 45 47 59 60 61 62 64
cat_threshold=2 268435601 0 8196 2 8256 0 805445632 33556480 16 32768 256 0 0 0 0 128 1 0 1073750016 2099200 0 0 33554432 0 65536 0 32 192 128 0 0 0 4112 384 67108896 1024 524288 131072 0 0 0 0 0 131072 0 8212 2 128 0 0 0 0 0 268566528 33554432 0 0 256 68157440 22 14 0 16532
is_linear=0
shrinkage=0.04


Tree=500
num_leaves=31
num_cat=13
split_feature=7 8 2 12 8 12 0 2 12 2 0 2 2 0 9 6 12 15 2 0 2 2 2 0 6 12 2 12 2 1
split_gain=1.7422 1.20377 0.736908 1.21011 0.709691 0.560554 0.531586 0.742329 0.417243 0.453686 0.692547 0.409452 0.399598 0.421483 0.310049 0.503788 0.303634 0.676931 0.921324 0.286185 0.520743 0.999823 0.284423 0.265669 0.255464 0.252239 0.223027 0.218182 0.247293 0.20628
threshold=0 1 78.500000000000014 2 3 4 32.500000000000007 155.00000000000003 5 37.500000000000007 15.500000000000002 29.500000000000004 229.00000000000003 36.400000000000006 6 7 8 9 57.500000000000007 45.425000000000004 35.500000000000007 19.500000000000004 44.500000000000007 39.07500000000001 10 11 6.5000000000000009 12 45.500000000000007 5.5000000000000009
decision_type=9 9 10 9 9 9 10 10 9 10 10 10 10 8 9 9 9 9 8 10 10 10 10 10 9 9 10 9 8 8
left_child=16 5 4 12 -3 -2 22 19 9 11 -11 24 13 -4 15 29 17 18 -1 20 21 -8 -7 -5 26 -16 -6 28 -17 -10
right_child=1 2 3 23 8 6 7 -9 14 10 -12 -13 -14 -15 25 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.7793778522219453e-05 -2.2189719529231234e-05 -5.8377006590941904e-05 3.8377638163881936e-05 -0.001354170628581912 -1.3036077845512607e-06 7.4103893503645104e-06 1.234642521940166e-05 -0.0011140486207195845 1.7903272252869352e-05 0.00037257334043347634 3.1683669789796015e-05 -0.00050326254501844279 9.2404807090807318e-05 4.8418032951864696e-05 -1.319945143423481e-05 -6.6022003175212347e-06 -8.8163542612447259e-05 -0.00015396120645779442 0.00039916115619846343 4.7261332189996695e-05 -2.983073403428344e-05 0.00013325826765298759 8.4764842298054523e-05 6.327312701484124e-06 -3.3081088302498796e-06 -0.00036961828107765301 5.468031119012741e-05 -4.4520076864055852e-05 4.6281610719042984e-05 0.002171845901087779
leaf_weight=73 110 114 29 87 57 46 111 28 102 40 117 57 47 50 115 83 330 110 38 25 53 35 34 79 429 136 122 224 25 26
leaf_count=73 110 114 29 87 57 46 111 28 102 40 117 57 47 50 115 83 330 110 38 25 53 35 34 79 429 136 122 224 25 26
internal_value=-0.000139108 0.000332775 -0.000100514 0.00174744 -0.000429613 0.00218984 0.00300875 0.00218182 -0.00018912 0.000422568 0.00235443 -3.0031e-05 0.00449635 0.00305 -0.000891968 -0.000254778 -0.00214235 -0.000879311 0.00127869 0.00295111 0.00242 0.00364626 0.00592592 -0.000587572 0.000275861 -0.002 0.00149474 -0.00107289 0.00040336 0.00178417
internal_weight=2932 2381 1939 292 1647 442 332 252 1533 822 157 665 126 79 711 460 551 221 111 224 199 146 80 166 608 251 179 332 108 128
internal_count=2932 2381 1939 292 1647 442 332 252 1533 822 157 665 126 79 711 460 551 221 111 224 199 146 80 166 608 251 179 332 108 128
cat_boundaries=0 18 47 49 76 77 79 81 82 83 84 85 87 88
cat_threshold=1 16 67117056 2621440 524290 2048 33554432 268435456 65536 0 32 192 128 0 67108864 0 4240 384 0 10 0 0 65536 0 0 0 1 32768 0 2052 2112 512 0 0 0 0 0 0 128 0 4194304 0 0 32768 0 0 524288 40962 32 268435456 2052 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 2048 0 524288 0 8 0 0 64 68226048 67330082 2 1073741825 10272 70 1108288 201326592 130 32768 32 16779328
is_linear=0
shrinkage=0.04


Tree=501
num_leaves=31
num_cat=10
split_feature=7 7 12 11 2 12 2 2 12 2 3 4 2 7 2 2 12 0 2 2 1 0 2 0 2 12 3 5 11 2
split_gain=1.25347 0.775826 1.51739 0.552867 1.06737 0.561871 0.58821 0.740183 0.464412 0.445486 0.438915 0.493841 0.34733 0.316343 0.313091 0.295135 0.562859 0.623576 0.24343 0.72588 0.273674 0.240306 0.23993 0.232563 0.226936 0.253707 0.25725 0.341487 0.30162 0.396082
threshold=0 1 2 3 71.500000000000014 4 100.50000000000001 11.500000000000002 5 23.500000000000004 2003.5000000000002 152.50000000000003 24.500000000000004 6 13.500000000000002 79.500000000000014 7 36.400000000000006 45.500000000000007 59.500000000000007 5.5000000000000009 39.07500000000001 67.500000000000014 15.500000000000002 59.500000000000007 8 2019.5000000000002 4.5000000000000009 9 14.500000000000002
decision_type=9 9 9 9 8 9 10 8 9 10 10 10 10 9 10 10 9 10 10 10 8 10 8 10 10 9 8 8 9 10
left_child=8 2 21 4 12 6 7 -5 9 -1 11 -4 -3 -7 -9 22 17 -17 20 -20 -16 -2 24 -21 25 26 -15 -28 29 -29
right_child=1 3 10 5 -6 13 -8 14 -10 -11 -12 -13 -14 15 18 16 -18 -19 19 23 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00022463848222630754 -0.00031125903695572432 3.4764925411489383e-05 5.8190569572538463e-05 -9.8608099436817479e-05 6.2960873673805292e-05 -0.00065625321832484928 -0.0018836492074397249 0.00022946656187575109 -6.4590258692670966e-05 -0.00016712495589220553 0.00029386927286829994 0.00023539732884360329 -0.00012415532871193433 -4.7882619680792404e-05 1.664989343028596e-05 -1.563648254809707e-06 -2.1357652497011668e-05 7.4239220562378899e-05 8.0840430717311649e-05 2.5849690140823876e-05 -0.00032485651610205063 -3.8237785769264193e-06 -8.3522199601248511e-05 -5.5107545962271058e-05 0.00046454190098306372 -1.1795855471610237e-05 -4.2213191588155338e-05 -0.0025756918932298796 0.00010105360691974236 0.00030368805693706128
leaf_weight=75 46 93 139 114 35 105 48 45 245 63 44 39 46 75 123 45 112 61 36 26 28 75 121 32 28 698 60 34 159 76
leaf_count=75 46 93 139 114 35 105 48 45 245 63 44 39 46 75 123 45 112 61 36 26 28 75 121 32 28 698 60 34 159 76
internal_value=-6.2864e-05 0.00026155 0.002 -1.80923e-05 0.00207567 -0.00020815 0.00101944 0.00154074 -0.00216244 -0.000214766 0.00391416 0.00317318 0.000599999 -0.000565301 0.00261168 -0.000402704 0.000949771 0.00287179 0.00203252 0.00362105 0.00102631 -0.00154546 -0.000642173 0.000813558 -0.000459771 -0.000551225 0.000250601 0.000739393 0.00134815 -0.000330579
internal_weight=2926 2543 343 2200 174 2026 452 404 383 138 222 178 139 1574 290 1469 218 106 245 94 151 121 1251 58 1130 1102 404 329 269 110
internal_count=2926 2543 343 2200 174 2026 452 404 383 138 222 178 139 1574 290 1469 218 106 245 94 151 121 1251 58 1130 1102 404 329 269 110
cat_boundaries=0 17 35 36 38 39 41 53 55 56 57
cat_threshold=131073 268435488 1108344832 2621440 524322 0 0 0 0 8192 32 64 16 0 0 0 4112 268435458 129 0 132 0 8192 0 8192 33554432 134217744 8192 0 0 0 0 0 1073741824 128 17861696 32768 1024 16932896 16386 32 0 16 0 0 0 134217728 0 805306368 0 0 0 384 32770 32 1115456 32
is_linear=0
shrinkage=0.04


Tree=502
num_leaves=31
num_cat=9
split_feature=8 15 7 6 4 4 0 11 7 0 4 4 4 5 0 0 5 0 0 13 4 4 0 4 7 0 0 4 0 9
split_gain=1.0909 0.829763 0.801815 0.424658 0.439262 0.37849 0.416856 0.452016 0.358665 0.434534 0.341956 0.538255 0.323227 0.290066 0.281635 0.194992 0.269329 0.201556 0.316576 0.176401 0.471171 0.173741 0.225165 0.169583 0.167136 0.164243 0.11387 0.104926 0.100879 0.129196
threshold=0 1 2 3 625.00000000000011 45.000000000000007 15.500000000000002 4 5 18.500000000000004 775.00000000000011 19000.000000000004 925740000.00000012 1.5000000000000002 14.500000000000002 16.750000000000004 5.5000000000000009 39.07500000000001 29.500000000000004 6 48265265000.000008 12000.000000000002 44.07500000000001 10087555000.000002 7 22.750000000000004 42.250000000000007 3681544000.0000005 35.600000000000009 8
decision_type=9 9 9 9 8 10 10 9 9 10 8 8 8 8 10 10 8 10 10 9 8 10 10 10 9 10 10 8 10 9
left_child=8 5 24 4 -4 6 -2 -8 9 -1 -5 -12 -13 -10 -14 -15 -17 18 -18 -16 23 22 28 -21 27 -9 -22 -3 -6 -30
right_child=1 2 3 10 21 -7 7 25 13 -11 11 12 14 15 19 16 17 -19 -20 20 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.5069437538206411e-05 8.2538632895070107e-05 -0.00010139749961836817 2.0503969903012061e-05 -1.5640056897707174e-05 -0.00013238413121518603 0.00016693736675341592 3.2231140870074053e-05 1.3318213077509952e-05 -0.00012969622928822916 -5.7747426076219928e-05 0.0001566922470778006 -5.2432099532893662e-05 -0.00071331597421936952 0.00041497878668857169 4.1973493527378408e-05 1.8670298554253059e-05 2.9069920737043533e-05 3.565055920237272e-05 -6.7940104911512098e-05 1.3068736814005888e-05 -1.0712489290812708e-06 -0.00068381334575678564 3.2164974754466357e-06 0.00013058380380341519 -4.4065073585103349e-05 -0.00031262199721286579 -0.00023803009888718408 -2.5078199187747886e-05 -3.8215710356484266e-06 -2.524648774731966e-05
leaf_weight=45 99 49 39 58 47 28 108 78 36 76 45 43 37 31 333 26 32 134 39 37 295 36 61 29 165 80 74 322 278 185
leaf_count=45 99 49 39 58 47 28 108 78 36 76 45 43 37 31 333 26 32 134 39 37 295 36 61 29 165 80 74 322 278 185
internal_value=6.78791e-06 -0.000309027 -0.00062127 -0.000166668 -0.000949773 0.00135643 0.00103825 0.000209737 0.00186977 -3.03039e-05 0.000370061 0.000568232 0.000339222 0.00261489 0.000521091 0.0031635 0.00274138 0.00223301 0.000499999 0.000686605 0.000134528 -0.00123026 -0.00105595 0.00322388 -0.00194516 -0.0011361 -0.000421623 -0.00137173 -0.00133073 -0.00114655
internal_weight=2945 2526 2133 1597 646 393 365 266 419 121 951 893 848 298 805 262 231 205 71 768 435 607 571 66 536 158 369 371 510 463
internal_count=2945 2526 2133 1597 646 393 365 266 419 121 951 893 848 298 805 262 231 205 71 768 435 607 571 66 536 158 369 371 510 463
cat_boundaries=0 30 32 49 50 51 61 62 79 81
cat_threshold=1073741824 6 0 0 65536 0 0 2147483648 1 0 0 0 2112 0 0 0 0 0 0 2 128 0 4194304 0 0 16384 64 0 524288 4096 2150105088 262144 268435456 129 0 2883588 34 0 0 537001984 2048 32 32768 256 128 0 0 0 1073741840 86 4 0 128 1073741824 0 0 0 0 131072 65536 8192 2 268435456 1 0 0 34 0 0 537001984 2048 32 0 0 0 0 0 0 16 0 6148
is_linear=0
shrinkage=0.04


Tree=503
num_leaves=31
num_cat=11
split_feature=8 7 7 2 3 3 2 4 8 17 11 9 2 0 2 4 2 2 2 3 9 0 2 11 0 7 2 2 9 3
split_gain=1.33482 0.615045 0.502639 0.428265 0.568908 0.441891 0.336166 0.383705 0.321089 0.276204 0.27432 0.391316 0.530721 0.404635 0.4554 0.274428 0.414063 0.252419 0.248546 0.241155 0.261552 0.273348 0.298447 0.238454 0.723992 0.373548 0.449636 0.316284 0.24944 0.252078
threshold=0 1 2 839.50000000000011 2009.5000000000002 1980.5000000000002 131.00000000000003 45.000000000000007 3 4 5 6 16.500000000000004 38.20000000000001 147.50000000000003 6789.5000000000009 4.5000000000000009 99.000000000000014 38.500000000000007 1996.5000000000002 7 14.500000000000002 2.5000000000000004 8 38.57500000000001 9 32.500000000000007 95.500000000000014 10 2007.5000000000002
decision_type=9 9 9 10 10 10 8 10 9 9 9 9 8 10 10 8 10 10 10 8 9 10 10 9 10 9 10 10 9 8
left_child=3 17 -3 4 5 6 7 -1 -4 18 15 -12 -13 -14 -15 16 -11 -2 -10 -17 -21 -22 -23 28 25 26 -25 -27 -24 -30
right_child=1 2 8 -5 -6 -7 -8 -9 9 10 11 12 13 14 -16 19 -18 -19 -20 20 21 22 23 24 -26 27 -28 -29 29 -31
leaf_value=2.5635494488314232e-05 -6.3513198249396961e-05 4.4795547925203751e-05 -1.6474623096627062e-05 -0.0004559394125105319 -0.00022168111169067781 7.3288959956779317e-05 5.2234923003142282e-05 -0.0014214741413559743 -8.2899090771039147e-06 0.00013738618265264589 -4.2603539912160423e-05 -5.8189351920768996e-05 0.00029375907163660495 6.368679643038044e-05 -0.003021847304159006 0.00038023502068163754 -3.2995017051400424e-05 3.2553241162669538e-05 -0.00049958126820775334 -2.1860510239400831e-05 -0.00018685945046692119 -0.00026757694104077937 6.1961278337897515e-05 0.0001252044053457093 6.3797829092572929e-05 -3.0556532524217888e-05 3.484156175426584e-05 2.5015130040087832e-05 -0.00071998712171523691 5.2226273388096522e-06
leaf_weight=251 174 124 108 29 58 44 30 27 42 29 328 86 44 103 28 36 109 34 108 112 116 91 125 38 77 156 65 25 42 327
leaf_count=251 174 124 108 29 58 44 30 27 42 29 328 86 44 103 28 36 109 34 108 112 116 91 125 38 77 156 65 25 42 327
internal_value=4.58366e-05 -0.000310482 -0.000118456 0.00205333 0.00243309 0.00303683 0.00248544 0.00203584 -0.00026292 -0.000146807 -1.43747e-05 -0.000726668 0.00042647 0.00170454 0.000575757 0.00030022 -0.0013813 -0.0023379 -0.00173913 0.000495457 0.000394893 0.000589002 0.000819429 0.0010514 0.0018172 0.000926315 0.00270175 -0.000229168 0.000443563 -9.47378e-05
internal_weight=2966 2527 2319 439 410 352 308 278 2195 2087 1937 589 261 175 131 1348 138 208 150 1210 1174 1062 946 855 361 284 103 181 494 369
internal_count=2966 2527 2319 439 410 352 308 278 2195 2087 1937 589 261 175 131 1348 138 208 150 1210 1174 1062 946 855 361 284 103 181 494 369
cat_boundaries=0 30 47 59 85 86 88 90 92 93 100 102
cat_threshold=1073741824 14 0 0 65536 0 0 2147483648 1 32768 0 0 2048 0 0 0 0 0 0 0 128 0 0 0 0 16384 64 0 524288 12288 0 0 8192 2097152 2 0 0 0 2048 0 32 256 16 268435456 0 0 1073741952 131072 1 33554432 8192 0 0 0 0 0 0 8192 128 268435456 0 0 0 0 1 0 0 0 0 0 0 8192 0 0 0 0 0 0 2048 2147483648 0 0 0 0 32768 2 49188 1049088 0 6176 1073741825 144 4 0 0 67108864 4 0 0 131072 0 4100
is_linear=0
shrinkage=0.04


Tree=504
num_leaves=31
num_cat=9
split_feature=8 7 12 7 2 12 2 0 12 2 2 2 12 9 2 2 2 2 2 2 4 2 2 8 2 2 5 0 3 3
split_gain=1.58087 1.18718 1.6214 0.770106 0.659443 1.40348 1.81197 0.787019 0.597316 1.19494 1.17194 0.545078 0.466709 0.504453 0.43889 0.480031 0.42525 0.389175 0.435418 0.385606 0.32446 0.406355 0.352079 0.321042 0.380215 0.35823 0.362177 0.305789 0.382899 0.230171
threshold=0 1 2 3 73.500000000000014 4 85.500000000000014 20.500000000000004 5 11.500000000000002 30.500000000000004 6.5000000000000009 6 7 9.5000000000000018 66.500000000000014 416.00000000000006 29.500000000000004 65.500000000000014 6.5000000000000009 7650.0000000000009 15.500000000000002 28.500000000000004 8 56.500000000000007 19.500000000000004 1.0000000180025095e-35 38.57500000000001 2015.5000000000002 2003.5000000000002
decision_type=9 9 9 9 10 9 10 8 9 8 10 8 9 9 8 10 10 10 10 10 8 8 10 9 8 8 10 10 8 8
left_child=8 2 19 -3 12 6 -6 -8 14 -10 -11 -4 23 20 -1 -16 27 -13 -19 -2 -14 -22 -23 24 -5 -25 -27 -9 -29 -15
right_child=1 3 11 4 5 -7 7 16 9 10 -12 17 13 29 15 -17 -18 18 -20 -21 21 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=2.0632240758358289e-05 3.2588749444534532e-06 -7.0714871267150116e-05 2.727325966417213e-05 0.00019903663632677592 6.4117017397362925e-05 -3.1157967190242609e-05 5.6381090685214798e-05 -0.00058843681563876488 3.9694891164293023e-07 7.6971251392116697e-05 3.0500703268898181e-05 1.8793448436306312e-05 -4.7409831881456068e-05 1.2218004630533692e-05 -0.00074145137076421616 1.5870642976688418e-05 3.6584292326248793e-05 0.00012543895092291803 8.8629643122203531e-05 -8.3563296066789872e-05 -9.3875702484563352e-07 0.00074038032533468466 2.3570180287180165e-06 -5.4481531965679327e-05 -0.0026914984893155382 0.00018912329289712398 -1.8181316152914382e-05 -0.00091321572152625399 6.5808673630672772e-05 -2.4574266272081745e-05
leaf_weight=30 33 217 29 137 31 151 25 30 42 28 37 96 48 62 46 33 50 29 54 86 143 44 55 157 25 105 29 30 44 1028
leaf_count=30 33 217 29 137 31 151 25 30 42 28 37 96 48 62 46 33 50 29 54 86 143 44 55 157 25 105 29 30 44 1028
internal_value=0.000211167 -5.52938e-05 0.00216568 -0.000364989 -0.000134241 0.00142541 0.00343891 0.00202222 0.0034185 0.00552542 0.00939394 0.00423744 -0.000442749 -0.000805177 0.00103333 -0.000450001 0.000929031 0.00357778 0.00557143 -0.00150769 0.000664451 0.00128395 0.00324 0.000663792 0.00203468 -0.000145696 0.00136296 -0.000533334 0.000853332 -0.00119891
internal_weight=2954 2738 327 2411 2194 361 210 179 216 107 65 208 1833 1380 109 79 154 179 83 119 290 242 99 453 162 291 134 104 74 1090
internal_count=2954 2738 327 2411 2194 361 210 179 216 107 65 208 1833 1380 109 79 154 179 83 119 290 242 99 453 162 291 134 104 74 1090
cat_boundaries=0 30 48 50 68 70 72 73 75 98
cat_threshold=1073741824 2 0 134217728 65536 0 0 2147483648 1 32768 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 268484608 64 0 0 12288 268435458 128 8192 8196 0 134217794 0 8192 33554432 0 40960 0 16 0 0 0 0 128 17835104 2 0 0 1310720 2097152 524290 0 0 536870912 0 32 32 0 128 0 0 0 1073741952 256 41282 34 68610 32 17908736 256 4116 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 16777216
is_linear=0
shrinkage=0.04


Tree=505
num_leaves=31
num_cat=13
split_feature=7 7 11 12 12 4 6 8 3 0 0 12 18 3 17 0 3 4 0 4 6 12 3 3 0 0 6 0 0 1
split_gain=1.51914 1.07184 0.774909 0.728495 0.657442 0.64166 0.586017 0.501798 0.532087 0.458161 0.407952 0.5751 0.560674 0.509516 0.400262 0.360717 0.291168 0.275009 0.258667 0.250429 0.237948 0.286234 0.268169 0.322071 0.230893 0.374785 0.19922 0.374807 0.293415 0.185438
threshold=0 1 2 3 4 86.000000000000014 5 6 2002.5000000000002 39.07500000000001 44.07500000000001 7 8 2017.5000000000002 9 40.250000000000007 2006.5000000000002 9950.0000000000018 40.250000000000007 45.000000000000007 10 11 2011.5000000000002 2003.5000000000002 30.500000000000004 16.750000000000004 12 20.500000000000004 35.850000000000009 3.5000000000000004
decision_type=9 9 9 9 9 10 9 9 8 10 10 9 9 8 9 10 10 8 10 10 9 9 10 10 10 10 9 10 10 10
left_child=3 -2 6 5 -4 -1 16 17 -9 -5 11 13 -12 -10 15 29 -3 -6 -11 20 22 -22 23 -16 25 -19 27 -15 -28 -13
right_child=1 2 4 9 7 -7 -8 8 10 18 12 14 -14 26 19 -17 -18 24 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00029594537174054784 -4.030058824817988e-05 5.1956358810128062e-05 -4.1089877048288506e-05 2.5444029725492012e-05 1.4793428989900769e-05 8.403023873342312e-05 1.8270836041176621e-06 0.00018208071774371122 -8.9424781523868125e-05 7.7384564835237532e-05 -6.5174046240915824e-05 1.5112593081996029e-06 6.1458291856393728e-05 8.0123772506440671e-05 2.262737307603402e-06 -0.00027078751909788109 -1.699647448449108e-05 -2.5103269027614354e-05 1.6152783127464759e-05 -0.00020427516141459699 -4.1267622918622496e-06 -0.0003130573768694245 -7.7813674822567368e-05 6.3565867683584845e-05 -5.4663441939680843e-05 1.8688677508318532e-05 0.00058286435824083966 -0.00010301168325953556 0.00040024024459488428 6.3273048264469585e-05
leaf_weight=71 369 86 356 55 25 30 131 85 41 48 62 33 93 165 175 25 25 47 29 100 164 253 35 26 114 47 38 86 90 45
leaf_count=71 369 86 356 55 25 30 131 85 41 48 62 33 93 165 175 25 25 47 29 100 164 253 35 26 114 47 38 86 90 45
internal_value=4.20329e-05 -0.000228824 8.99058e-05 0.00306557 -0.000160681 0.000321428 0.00218182 0.000161363 0.0004296 0.00497902 0.000248602 1.25284e-05 0.00217949 0.0012065 -0.000581316 0.00164912 0.00422951 -0.00152459 0.00733333 -0.00090576 -0.00062997 -0.00118692 0.000388663 0.000970296 -0.00206699 -0.000589475 0.00169474 0.000900762 0.00293525 0.00313924
internal_weight=2949 2716 2347 233 2105 101 242 1749 1516 132 1431 1276 155 420 856 103 111 233 77 753 653 417 236 201 208 94 379 251 128 78
internal_count=2949 2716 2347 233 2105 101 242 1749 1516 132 1431 1276 155 420 856 103 111 233 77 753 653 417 236 201 208 94 379 251 128 78
cat_boundaries=0 12 30 33 34 36 37 61 62 63 64 65 67 68
cat_threshold=0 268435584 0 0 32 134225922 0 8192 33554432 0 32768 128 268435459 0 1141907456 2097152 0 0 33554432 0 0 0 0 320 0 268435456 0 32 4112 256 67141632 1115136 1 1048930 198656 2 388 0 8 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 2048 128 0 4194304 8 17850432 4 34 210 32768 32 264
is_linear=0
shrinkage=0.04


Tree=506
num_leaves=31
num_cat=12
split_feature=7 8 12 12 7 2 2 12 12 9 0 9 6 2 2 12 2 13 2 0 2 2 5 0 2 2 0 0 2 2
split_gain=1.50903 1.01341 0.89042 0.840312 0.770991 0.798854 0.726571 0.662656 0.647453 0.439494 0.419995 0.477081 0.464342 0.72676 1.01914 0.391178 0.657463 0.476613 0.371484 0.332849 0.299521 0.307315 0.248969 0.244997 0.319946 0.24085 0.460732 0.440335 0.295948 0.23981
threshold=0 1 2 3 4 22.500000000000004 6.5000000000000009 5 6 7 47.750000000000007 8 9 3.5000000000000004 10.500000000000002 10 78.500000000000014 11 34.500000000000007 31.500000000000004 99.000000000000014 365.00000000000006 1.5000000000000002 31.500000000000004 100.50000000000001 38.500000000000007 31.500000000000004 16.750000000000004 151.50000000000003 22.500000000000004
decision_type=9 9 9 9 9 10 10 9 9 9 10 9 9 8 10 9 10 9 10 10 10 10 10 10 8 10 10 10 8 8
left_child=2 3 19 29 20 8 -4 -7 22 -9 11 -10 -13 -14 -15 16 -11 25 -19 -1 -3 -22 -6 -5 -25 26 -17 -27 -29 -2
right_child=1 4 6 23 5 7 -8 9 10 15 -12 12 13 14 -16 17 -18 18 -20 -21 21 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=6.5942826936649576e-06 8.2052310282916649e-05 -4.910220127989819e-05 2.6790151067553384e-05 -0.00066259250905953448 -3.7657747144618406e-05 -2.6133201616598601e-05 -7.460430725758198e-06 -3.3738495736823263e-05 -0.00027986302131146462 3.8486612732877576e-05 5.4126903524989272e-05 -2.0382985088796615e-05 1.2010705255927348e-05 -0.00012296215579842164 0.00075369185298493498 0.00058208197835048214 2.5123725846896151e-05 -0.00020439246400990853 0.0011483925464476524 9.4387086704249401e-05 6.115111234517373e-05 -2.0541227227208792e-05 0.00022858878047952107 -1.6239137861962343e-06 8.5483090147867857e-05 -0.00041535991247394169 -6.2182730536051633e-06 1.4126638163074825e-05 -0.00067348507771848435 5.0511874698410129e-05
leaf_weight=30 40 280 38 45 432 177 87 149 127 102 39 360 31 117 95 55 42 29 71 82 25 25 27 54 26 83 65 112 28 65
leaf_count=30 40 280 38 45 432 177 87 149 127 102 39 360 31 117 95 55 42 29 71 82 25 25 27 54 26 83 65 112 28 65
internal_value=0.000288533 1.32734e-05 0.00327419 0.00248963 -0.000227237 5.39024e-05 0.000735293 0.000949671 -0.000611881 0.0014672 0.000107691 -0.00010944 0.000371335 0.00168504 0.000901408 0.00195987 0.00376774 0.00129515 0.0036036 0.00578862 -0.00199414 0.000784313 -0.00177872 0.000147058 0.00148148 0.000531073 0.00198347 -0.000232144 0.00113475 0.005
internal_weight=2938 2701 237 230 2471 2141 125 913 1228 736 769 730 603 243 212 587 144 443 100 112 330 50 459 125 80 343 120 223 140 105
internal_count=2938 2701 237 230 2471 2141 125 913 1228 736 769 730 603 243 212 587 144 443 100 112 330 50 459 125 80 343 120 223 140 105
cat_boundaries=0 18 45 47 49 66 68 70 72 74 75 76 77
cat_threshold=147456 268435584 0 8320 0 134217728 0 8192 33554432 16 0 128 0 0 0 0 0 128 0 4 0 134217728 0 0 0 2147483648 1 0 0 0 2112 0 268435456 0 0 0 0 0 0 0 4194304 0 0 0 64 139266 32 74080 32 0 0 605028352 2883584 32 0 33554432 0 0 134225952 0 256 0 268435456 0 0 1073741968 133120 32 10274 2 1 12448 0 180 204 8194 6
is_linear=0
shrinkage=0.04


Tree=507
num_leaves=31
num_cat=9
split_feature=7 2 12 2 2 12 3 2 2 2 12 0 0 2 7 0 4 4 11 12 12 4 18 4 2 3 2 3 2 2
split_gain=1.16905 1.24548 1.12456 0.811425 0.894041 0.785041 1.40755 0.667243 0.83037 0.666159 0.440789 0.420182 0.952677 0.415969 0.415227 0.304718 0.294691 0.616119 0.339153 0.539081 0.435485 0.327264 0.287529 0.283151 0.273519 0.463078 0.281806 0.254775 0.2456 0.23761
threshold=0 73.500000000000014 1 85.500000000000014 321.00000000000006 2 1997.5000000000002 155.00000000000003 99.000000000000014 725.00000000000011 3 39.07500000000001 18.500000000000004 9.5000000000000018 4 21.500000000000004 2114435000.0000002 722615000.00000012 5 6 7 2350.0000000000005 8 5081865000.000001 18.500000000000004 1999.5000000000002 7.5000000000000009 2011.5000000000002 3.5000000000000004 32.500000000000007
decision_type=9 10 9 10 10 9 10 10 10 10 9 10 10 10 9 10 8 10 9 9 9 10 9 8 8 10 10 10 10 10
left_child=10 5 3 -3 7 6 22 8 -5 -6 11 12 -1 -8 -7 -4 17 21 20 24 -18 -16 -2 -12 25 28 -27 -15 -20 -22
right_child=1 2 15 4 9 14 13 -9 -10 -11 23 -13 -14 27 16 -17 18 -19 19 -21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.2955442476343621e-05 0.00021710176505878461 5.9736242392584112e-05 5.0481646039326588e-05 -0.00088072225973771074 9.5940781231751985e-05 1.0531943657398604e-05 5.1665001359292898e-06 -0.0013950917348381049 8.3982806935198657e-05 7.4171805887691627e-05 -5.1677593114547453e-05 -0.00014389359136968635 0.0045903216606485425 0.00014779504946102356 1.0349693619949417e-05 -2.1403893100313784e-05 5.066197897522394e-05 0.00025918798758715 5.7015068646762049e-06 -2.8029001644356518e-05 3.3425041945468842e-06 -0.00020497153101334685 2.048306035841597e-06 -2.3065293042848244e-05 1.3866718896746885e-05 0.00016264861395431492 -1.7936674143240477e-05 0.00086008541431010902 -7.2303314761001919e-05 -0.00042986952836436559
leaf_weight=35 33 32 38 30 26 106 25 44 50 39 68 51 38 25 92 124 113 25 55 321 91 50 364 516 257 33 54 28 160 47
leaf_count=35 33 32 38 30 26 106 25 44 50 39 68 51 38 25 92 124 113 25 55 321 91 50 364 516 257 33 54 28 160 47
internal_value=0.000363513 0.000805982 0.00288542 0.00463793 0.00381053 0.000385105 0.00176955 0.001792 0.00395062 0.00757576 -0.0010459 0.00106667 0.00308108 0.00668354 -9.6114e-05 0.00018497 -0.000299466 0.0012619 -0.00053357 -0.000897869 0.000748091 0.000223775 0.00083417 -0.00150588 -0.000133334 -0.000950496 0.0015 0.00866667 -0.00194445 -0.000751679
internal_weight=2970 2262 383 221 189 1879 475 124 80 65 708 124 73 78 1404 162 1298 167 1131 880 251 142 397 584 559 302 87 53 215 138
internal_count=2970 2262 383 221 189 1879 475 124 80 65 708 124 73 78 1404 162 1298 167 1131 880 251 142 397 584 559 302 87 53 215 138
cat_boundaries=0 18 19 20 22 39 40 42 43 44
cat_threshold=16386 0 1140850688 2624004 2 2048 0 536870912 65536 134225920 32 320 128 268435456 0 0 4240 384 107842 67321888 1064960 32 131072 0 536879104 8192 0 0 0 268435456 0 32 0 0 0 0 0 0 1073741824 32800 34050 32 1058880 4
is_linear=0
shrinkage=0.04


Tree=508
num_leaves=31
num_cat=9
split_feature=8 2 12 12 0 3 2 12 1 3 2 2 10 0 3 5 6 11 4 12 2 12 2 2 2 2 2 2 2 1
split_gain=1.09826 0.672154 0.820166 0.669118 0.555337 0.477863 0.564762 0.444406 0.371299 0.365433 0.339727 1.03739 0.318205 0.552179 0.314737 0.267375 0.288543 0.377418 0.313064 0.374976 0.342427 0.289561 0.287976 0.559028 0.258722 0.258408 0.254975 0.244131 0.249855 0.235522
threshold=0 63.500000000000007 1 2 36.400000000000006 2010.5000000000002 99.000000000000014 3 4.5000000000000009 2006.5000000000002 88.500000000000014 144.50000000000003 4 35.600000000000009 1999.5000000000002 2.5000000000000004 5 6 984745000.00000012 7 63.500000000000007 8 8.5000000000000018 3.5000000000000004 52.500000000000007 416.00000000000006 4.5000000000000009 31.500000000000004 12.500000000000002 4.5000000000000009
decision_type=9 10 9 9 10 10 10 9 10 10 10 10 9 10 8 10 9 9 8 9 8 9 10 10 10 10 10 10 8 10
left_child=3 7 4 5 29 6 -1 -2 -5 -4 -6 -12 14 -14 -9 16 18 21 -16 20 24 -18 23 -23 -20 -13 -19 28 -10 -3
right_child=1 2 9 8 10 -7 -8 12 27 -11 11 25 13 -15 15 -17 17 26 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1937395563451289e-05 2.8713562078502815e-05 -3.7016918670630242e-05 -6.188989821199754e-05 2.1139525765338186e-05 0.00050515990692585997 4.9053799309000389e-05 0.00014249466111735895 1.2542484306706551e-05 -4.3497370925792442e-05 2.5915566297841972e-05 -2.0401221642115194e-05 0.00018023332551627888 2.2020087503520393e-05 -6.7972341751765795e-05 -0.00015338774425766995 -0.00046000278959528655 -3.3378266992263921e-05 -0.00014265028595747764 -7.5364794357921773e-08 -3.1374324638741502e-05 0.00021126538344420787 2.1017614699871637e-05 0.00016242264435830254 -0.00073150303318906141 -0.0021355500285327933 2.6606789563032862e-06 -1.2144941801540357e-06 -0.00074690032197582176 3.1384769137870841e-05 2.284230692294201e-05
leaf_weight=194 151 28 213 36 37 25 44 73 49 25 39 34 30 165 96 39 112 47 354 510 42 35 145 55 28 27 99 63 49 84
leaf_count=194 151 28 213 36 37 25 44 73 49 25 39 34 30 165 96 39 112 47 354 510 42 35 145 55 28 27 99 63 49 84
internal_value=9.83261e-05 -0.000238807 0.00109016 0.00186836 0.00263077 0.00316788 0.0027113 -0.000567105 5.76914e-05 -0.000610443 0.00443478 0.00316832 -0.00073873 -0.00223301 -0.000546781 -0.000670506 -0.000585303 0.000214285 -0.000960616 -0.000744386 0.000147126 0.000927373 0.00170732 -9.43194e-10 -0.000229766 0.0063871 -0.00142675 -0.000765433 0.000484848 0.000637167
internal_weight=2928 2468 487 460 249 263 238 1981 197 238 137 100 1830 195 1635 1562 1523 493 1030 934 424 347 235 90 382 61 146 161 98 112
internal_count=2928 2468 487 460 249 263 238 1981 197 238 137 100 1830 195 1635 1562 1523 493 1030 934 424 347 235 90 382 61 146 161 98 112
cat_boundaries=0 29 31 32 33 34 35 36 38 39
cat_threshold=1073741824 2056 0 134217728 65536 1 0 2147483648 0 32768 0 0 0 1049088 268435456 0 0 0 33558528 2 0 0 0 0 0 32768 64 0 524288 237570 32 42082 147456 288 156 49156 16843872 34 83953728
is_linear=0
shrinkage=0.04


Tree=509
num_leaves=31
num_cat=11
split_feature=7 2 8 7 12 2 2 12 1 12 2 5 3 2 6 3 1 2 3 5 12 11 7 6 3 1 5 2 4 1
split_gain=1.64941 0.976066 0.910202 0.805285 0.797806 0.636943 0.535424 0.482237 0.571488 0.476277 1.2201 0.440653 0.433412 0.521801 0.371912 0.34216 0.284363 0.259489 0.253162 0.228048 0.222309 0.441066 0.259605 0.417821 0.546136 0.466717 0.452712 0.374285 0.523214 0.775455
threshold=0 6.5000000000000009 1 2 3 14.500000000000002 73.500000000000014 4 5.5000000000000009 5 86.500000000000014 2.5000000000000004 2007.5000000000002 187.50000000000003 6 2016.5000000000002 5.5000000000000009 155.00000000000003 2016.5000000000002 2.5000000000000004 7 8 9 10 2004.5000000000002 5.5000000000000009 3.5000000000000004 2.5000000000000004 12415638000.000002 5.5000000000000009
decision_type=9 8 9 9 9 10 10 9 10 9 10 8 8 10 9 8 8 10 8 8 9 9 9 9 10 8 8 10 8 8
left_child=1 -1 -2 14 5 -3 7 8 11 10 -8 -5 -11 -14 -4 -6 17 -12 -7 -17 21 -9 -22 25 26 -24 -25 -28 -29 -30
right_child=2 4 3 6 15 18 9 20 -10 12 16 -13 13 -15 -16 19 -18 -19 -20 -21 22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=2.796105472785677e-05 -0.00010728166427939536 1.521047856614096e-06 -4.0478095003716702e-06 3.2641948551457298e-05 -0.00013467246365485511 4.5776706811768866e-05 7.637369102222945e-05 8.185965061742085e-06 0.00066386746417288508 -0.00044691921931939174 3.0032701304354063e-05 2.0663568370990129e-06 -9.3196386653938979e-06 4.4252037367069002e-05 -0.00015934485468581335 -0.00061193964232421035 -3.8863479551823717e-05 -0.00012158261393775469 0.00011294358342860869 1.4247430404475477e-05 -8.8613994820609161e-06 -1.842670085281384e-05 -3.85452948537573e-05 -3.5287350585001394e-05 -7.8583434450893219e-05 2.4989629612636899e-05 -1.2037150056627559e-07 0.00016257414698527418 0.0016646282278638736 -0.00019862916426960204
leaf_weight=46 108 43 107 30 53 31 25 208 46 31 38 244 118 51 143 35 31 28 51 142 213 431 264 56 72 37 59 36 117 33
leaf_count=46 108 43 107 30 53 31 25 208 46 31 38 244 118 51 143 35 31 28 51 142 213 431 264 56 72 37 59 36 117 33
internal_value=0.000168032 0.00251456 -0.000214427 -4.61105e-05 0.00185393 0.00426471 0.000205598 -5.63085e-05 0.0013293 0.00170898 0.00354887 0.00066909 0.000379146 0.0012 -0.00214559 0.000331949 0.0017551 0.00322388 0.0066506 0.00119101 -0.000353937 -0.000916924 5.79055e-05 0.000443795 0.00132292 -0.000653847 0.00210596 0.00284553 0.00372192 0.00264901
internal_weight=2927 401 2526 2418 355 125 2168 1846 320 322 122 274 200 169 250 230 97 66 82 177 1526 639 887 674 373 301 301 245 186 150
internal_count=2927 401 2526 2418 355 125 2168 1846 320 322 122 274 200 169 250 230 97 66 82 177 1526 639 887 674 373 301 301 245 186 150
cat_boundaries=0 14 41 59 60 61 63 64 66 67 79 80
cat_threshold=268435456 268435600 33554432 2048 0 8194 0 536879104 33556480 0 8192 256 16 268435456 0 0 4 0 65536 0 0 0 1 0 0 0 0 1048576 0 0 0 0 0 10240 2147483648 0 0 8 0 0 4 1 0 536870912 2097152 524288 0 0 0 0 32 0 0 268435456 0 67108864 0 1073745936 128 75778 67190784 57600 32 324 141600 34 32800 0 1 0 4 32 0 131072 131072 0 0 0 128 262
is_linear=0
shrinkage=0.04


Tree=510
num_leaves=31
num_cat=10
split_feature=7 7 4 17 3 8 12 12 4 4 5 3 3 0 12 12 3 1 3 5 1 7 4 4 9 0 0 1 3 3
split_gain=1.43774 0.744623 0.705378 0.596119 0.422483 0.41394 0.504952 0.473103 0.373978 0.306393 0.507221 0.388018 0.338929 0.297201 0.286978 0.275121 0.236846 0.22612 0.208717 0.254724 0.748682 0.20406 0.202969 0.201542 0.199912 0.333336 0.193671 0.179085 0.17842 0.172025
threshold=0 1 850.00000000000011 2 1998.5000000000002 3 4 5 8.0000000000000018 8400.0000000000018 1.5000000000000002 2003.5000000000002 2000.5000000000002 39.07500000000001 6 7 2018.5000000000002 5.5000000000000009 1990.5000000000002 9.0000000000000018 5.5000000000000009 8 10087555000.000002 481.00000000000006 9 35.600000000000009 10.500000000000002 3.5000000000000004 1989.5000000000002 1971.5000000000002
decision_type=9 9 8 9 10 9 9 9 10 8 8 8 10 10 9 9 8 8 10 8 8 9 8 10 9 10 10 10 10 10
left_child=15 2 -2 18 14 6 16 9 -8 10 -7 12 28 -6 22 17 -5 -1 19 -3 -21 27 -4 -12 25 -9 -18 -17 -11 -24
right_child=1 3 4 5 13 7 8 24 -10 11 23 -13 -14 -15 -16 21 26 -19 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8716110978678649e-06 0.00011516162001725614 1.4924829836893069e-05 -3.0706675203784044e-06 -0.000411721539583598 1.3285592649405853e-06 -0.00013682314720359754 5.984646202420978e-05 -0.00040691276215442827 -9.6611896821129743e-05 0.00015703063162721896 6.4091523975702772e-06 -4.8879054969260601e-06 2.7005905307226994e-05 3.1128142058082831e-05 -2.9965875872449006e-05 1.498889814483121e-05 -8.2895667629733424e-05 -4.0517801532473638e-05 -0.00025166454859684712 0.0010240109452415293 1.3391422672037886e-06 -3.2704696621170041e-05 0.00017771488145798292 0.0052824442576758631 -4.7437862451489728e-05 -1.025522307547853e-06 7.3643614951663343e-06 -0.00022227517845636372 -0.00029298679568926569 -2.1093774848986729e-06
leaf_weight=91 34 37 27 26 32 26 285 45 37 28 38 702 28 52 130 37 61 37 25 33 69 239 88 25 134 185 296 64 41 29
leaf_count=91 34 37 27 26 32 26 285 45 37 28 38 702 28 52 130 37 61 37 25 33 69 239 88 25 134 185 296 64 41 29
internal_value=0.000105968 0.000486528 0.00206452 0.00018574 0.00158217 -1.42286e-05 0.000754189 -0.000449724 0.0018979 5.33917e-05 0.00226667 -0.000195001 0.00216326 0.00404706 0.000814545 -0.00190397 -0.000233503 -0.000230217 0.00242286 0.00317143 0.00419417 -0.00250712 0.00196129 0.0041875 -0.00164267 -0.000829876 3.35186e-05 -0.000750001 0.00062857 0.00281356
internal_weight=2981 2513 392 2121 358 1957 705 1252 322 888 89 799 97 84 274 468 383 128 164 139 102 340 144 63 364 230 357 101 69 117
internal_count=2981 2513 392 2121 358 1957 705 1252 322 888 89 799 97 84 274 468 383 128 164 139 102 340 144 63 364 230 357 101 69 117
cat_boundaries=0 18 35 36 62 64 66 68 69 81 83
cat_threshold=0 0 536870912 2621440 34 0 33554432 268435456 65536 8192 0 128 128 0 0 0 4240 128 268451840 128 1048576 0 524288 8194 4194304 8192 33556480 16 40960 0 16 268435456 0 0 1073741824 37 0 0 0 0 0 0 262144 0 0 0 0 133120 2048 0 0 0 0 0 0 0 128 0 20971520 0 0 16384 83961120 32 98658 32 73762 32 1123360 0 0 536870912 2621440 2 0 0 0 0 0 0 128 0 2096
is_linear=0
shrinkage=0.04


Tree=511
num_leaves=31
num_cat=9
split_feature=2 11 8 6 0 0 8 12 4 3 4 2 2 6 3 6 12 2 1 2 9 3 3 2 0 2 2 2 2 1
split_gain=0.885683 1.26437 0.932693 0.66042 0.78257 0.676476 0.560446 0.66577 0.499306 0.480542 0.492989 0.401551 0.308275 0.412718 0.455724 0.355006 0.308841 0.327013 0.289395 0.320767 0.29969 0.529691 0.264053 0.249984 0.258393 0.246016 0.382186 0.246926 0.23926 0.207513
threshold=61.500000000000007 0 1 2 39.07500000000001 20.500000000000004 3 4 52809240000.000008 2017.5000000000002 1511170000.0000002 155.00000000000003 25.500000000000004 5 2018.5000000000002 6 7 10.500000000000002 5.5000000000000009 17.500000000000004 8 2021.5000000000002 2006.5000000000002 4.5000000000000009 29.500000000000004 129.50000000000003 442.50000000000006 89.500000000000014 47.500000000000007 4.5000000000000009
decision_type=10 9 9 9 10 8 9 9 8 8 8 10 10 9 8 9 9 8 10 8 9 8 10 10 10 10 10 10 10 10
left_child=2 8 9 -3 5 -5 -4 12 -2 -1 -11 -10 15 14 -14 16 17 -8 19 20 -9 -22 -15 -20 -25 27 -27 -6 -16 -7
right_child=1 3 6 4 25 29 7 18 11 10 -12 -13 13 22 28 -17 -18 -19 23 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=5.7706305767915767e-05 0.00010748189836933464 -0.0001048846730680971 -8.3745727330321532e-05 3.7201728836998795e-05 7.0324544076951677e-05 -7.0800733896725211e-05 0.00027785747423835454 -6.7461210875852706e-05 6.7378754722031539e-05 -0.0017366163722263329 3.456109165903109e-05 2.4562883060726067e-05 0.00020723441332938083 -0.00016032645729936211 0.00021348614117199842 -3.1778769644980464e-05 -1.0369181250415753e-06 1.2921425514993094e-05 -3.289171053140164e-05 -7.115910301731339e-05 6.2553218302684559e-05 -1.2263364799009169e-05 4.9177495303913186e-05 -6.9982044229277564e-06 0.00094286476426613699 0.00022270331011754456 4.8980695529235547e-05 -1.7392836532242387e-06 -6.9423426896975119e-06 -0.0001684474458085281
leaf_weight=34 28 106 273 124 41 26 61 183 46 25 171 41 28 88 113 347 279 64 31 309 29 95 30 40 55 45 29 28 48 83
leaf_count=34 28 106 273 124 41 26 61 183 46 25 171 41 28 88 113 347 279 64 31 309 29 95 30 40 55 45 29 28 48 83
internal_value=-1.37893e-05 0.00135786 -0.000369793 0.000389451 0.00117829 -0.000222223 -0.000639156 -0.000375484 0.00492063 0.0019917 0.00129949 0.00377273 0.00026941 0.00133766 0.00242 -0.000164895 0.000636144 0.00220588 -0.00128553 -0.00165964 -0.000740261 0.000770369 -0.00055814 0.000440944 0.00145833 0.00352778 0.00512 0.00177143 0.0017037 -0.00250909
internal_weight=2900 597 2303 482 376 233 2073 1800 115 230 196 87 1058 307 189 751 404 125 742 616 307 124 118 126 95 143 74 69 161 109
internal_count=2900 597 2303 482 376 233 2073 1800 115 230 196 87 1058 307 189 751 404 125 742 616 307 124 118 126 95 143 74 69 161 109
cat_boundaries=0 3 32 33 59 61 62 63 65 67
cat_threshold=49152 1024 524288 0 2060 4 0 65536 0 0 2147483648 0 32768 0 131072 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 64 0 524288 146 1073741824 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 4096 10240 256 0 4194304 0 0 16384 1270786 32 26 452 82944 32 0 18560
is_linear=0
shrinkage=0.04


Tree=512
num_leaves=31
num_cat=18
split_feature=7 7 12 8 12 8 12 12 0 18 6 3 12 12 11 3 0 0 3 15 0 3 12 6 0 13 0 9 0 0
split_gain=1.69256 0.85641 1.19348 0.842311 0.780571 0.844142 0.683833 0.364482 0.317864 0.266376 0.388725 0.299227 0.2516 0.251283 0.250918 0.234889 0.228521 0.223406 0.262351 0.204123 0.198542 0.187165 0.170955 0.308085 0.193764 0.17047 0.180559 0.161152 0.147226 0.141435
threshold=0 1 2 3 4 5 6 7 16.750000000000004 8 9 2002.5000000000002 10 11 12 2016.5000000000002 39.07500000000001 39.07500000000001 2008.5000000000002 13 42.250000000000007 2009.5000000000002 14 15 35.600000000000009 16 33.175000000000004 17 22.250000000000004 35.850000000000009
decision_type=9 9 9 9 9 9 9 9 10 9 9 10 9 9 9 10 10 10 8 9 10 10 9 9 10 9 8 9 10 10
left_child=12 2 17 4 -3 16 9 -7 -9 -5 -11 25 19 -4 -10 -13 -6 28 -19 -1 -16 -14 24 -24 -8 -12 -27 -26 -2 -21
right_child=1 3 13 6 5 7 22 8 14 10 11 15 21 -15 20 -17 -18 18 -20 29 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=-2.0861533641442899e-07 5.202564316042513e-05 0.00047628459495381722 -5.8454102068662123e-05 8.4958770816980674e-05 1.4047464935837888e-05 -0.00010817632858226792 -0.00016501234152424291 5.6592375226105757e-05 -7.5845078705791995e-05 3.2525266653488215e-05 -0.00035473230754359825 0.00011776609022264699 -7.7284667175998463e-05 1.9225864555601311e-05 1.5230288743894303e-05 -2.6269672708393732e-05 4.4906737457738817e-05 0.00010698179784102309 9.3598883822323007e-05 -3.762593868543718e-05 -9.7167259821659969e-05 -1.7660592764368867e-05 -2.3233841792843743e-05 -0.00020172006545424821 1.6412010573066903e-06 5.7777358311425905e-05 -3.6299690934681897e-05 -4.2043308431573037e-05 -3.311488844987561e-06 -6.1877831011017666e-06
leaf_weight=136 92 117 154 44 41 140 52 57 109 127 102 58 323 127 69 51 84 35 56 49 42 28 124 169 145 41 142 107 34 87
leaf_count=136 92 117 154 44 41 140 52 57 109 127 102 58 323 127 69 51 84 35 56 49 42 28 124 169 145 41 142 107 34 87
internal_value=-0.000206593 0.000293561 0.0017446 -0.000111355 0.00102089 0.000347196 -0.000757034 -0.000532711 0.000319444 0.000243055 -7.66379e-06 -0.0006321 -0.00203786 -1.36995e-05 -0.000361992 0.00112727 0.00308823 0.00391228 0.00560869 -0.00101767 0.000950819 -0.00277348 -0.00169079 -0.0024079 -0.000939683 -0.00132867 -0.000474228 -0.00050593 0.00296063 -0.00206803
internal_weight=2942 2319 498 1821 659 542 1162 417 277 565 521 394 623 281 220 109 125 217 91 272 111 351 597 293 304 285 183 252 126 136
internal_count=2942 2319 498 1821 659 542 1162 417 277 565 521 394 623 281 220 109 125 217 91 272 111 351 597 293 304 285 183 252 126 136
cat_boundaries=0 18 31 32 61 62 91 93 94 95 96 97 99 100 101 103 104 105 107
cat_threshold=268435459 32 1140850688 2097152 32 134217728 0 268435456 65536 134226976 0 256 16 0 67108864 32 1073745936 128 0 0 33554432 8192 524288 2 0 139264 33556480 0 32768 8320 67108864 67264578 1073741824 0 0 0 2147483648 0 262144 2147483648 0 32768 0 131072 10240 512 0 4096 0 0 33558528 0 256 0 20971520 0 0 0 0 0 524288 16826368 1073741824 0 0 0 2147483648 0 0 0 0 0 0 0 10240 0 0 0 0 0 33554432 0 0 0 4194304 0 0 0 0 0 524288 1314 32 76032 4 68 16869728 17827072 32 36 67108864 84082752 2 194 12 0 6144
is_linear=0
shrinkage=0.04


Tree=513
num_leaves=31
num_cat=10
split_feature=7 7 2 2 5 2 12 8 1 8 5 15 12 3 2 3 2 7 2 12 2 2 2 2 2 0 2 2 12 0
split_gain=1.50417 0.935461 0.766089 0.748174 0.589111 0.648871 0.550164 0.701418 0.491815 0.400912 0.341245 0.372459 0.393726 0.353834 0.325565 0.309862 0.290246 0.286841 0.407595 0.611933 0.300428 0.28659 0.266724 0.257931 0.350175 0.257172 0.255853 0.241828 0.241707 0.512136
threshold=0 1 572.00000000000011 6.5000000000000009 2.5000000000000004 99.000000000000014 2 3 1.5000000000000002 4 1.5000000000000002 5 6 2014.5000000000002 17.500000000000004 2008.5000000000002 7.5000000000000009 7 9.5000000000000018 8 80.500000000000014 35.500000000000007 18.500000000000004 9.5000000000000018 39.500000000000007 23.500000000000004 38.500000000000007 16.500000000000004 9 22.250000000000004
decision_type=9 9 10 8 8 10 9 9 10 9 10 9 9 10 10 10 10 9 8 9 8 10 10 10 10 10 8 10 9 8
left_child=17 3 6 -2 -5 -6 7 23 14 -8 11 13 16 28 -9 -11 -13 -1 -19 20 21 27 -18 -3 -25 -24 -12 -20 -10 -30
right_child=1 2 -4 4 5 -7 9 8 10 15 26 12 -14 -15 -16 -17 22 18 19 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-7.8853158589305071e-05 1.9419899428682234e-05 0.00026102689764404609 5.2286678405494108e-05 -0.00015233439545307947 1.3235692316744853e-05 5.8176071551004908e-05 -8.4844065309388949e-05 9.4740823794126614e-05 -2.8942547841552832e-05 -1.5997129807074906e-06 4.0297853081133165e-06 -0.00045668720053189908 -0.00010146485158409156 -3.7558356089768039e-05 0.00013125495667600485 -0.00019376037422220058 0.00050274902268018058 6.8836988231146149e-06 -3.4239731084637634e-05 -2.6974390210384515e-05 3.1640879378855746e-05 -0.00011591521171690612 -0.00058980496908749393 2.0786417116226057e-06 5.9521212750335634e-05 9.5359672376161699e-05 4.6218749767734881e-05 0.0019872867947478478 0.00022849744396850357 5.8470278356804584e-06
leaf_weight=223 27 28 48 34 125 47 106 53 172 692 43 32 178 83 30 89 26 81 32 216 29 27 28 45 27 29 29 32 59 291
leaf_count=223 27 28 48 34 125 47 106 53 172 692 43 32 178 83 30 89 26 81 32 216 29 27 28 45 27 29 29 32 59 291
internal_value=-8.23777e-05 0.000392795 0.000118151 0.0027377 0.00200966 0.00295954 -9.53207e-10 0.000573882 0.000251879 -0.000743876 -9.52692e-10 -0.000213572 -0.00135526 0.000357142 0.00319048 -0.000409092 0.00047619 -0.00178187 -0.00109346 -0.00173294 0.000610686 -0.000478262 0.0017619 0.0036036 0.00263014 0.000206896 0.00263014 0.000984614 0.000749521 0.00132964
internal_weight=2961 2321 2088 233 206 172 2040 1153 1053 887 970 898 293 605 83 781 115 640 417 336 120 91 83 100 72 57 72 64 522 350
internal_count=2961 2321 2088 233 206 172 2040 1153 1053 887 970 898 293 605 83 781 115 640 417 336 120 91 83 100 72 57 72 64 522 350
cat_boundaries=0 18 32 33 63 93 94 95 113 114 115
cat_threshold=131074 0 1074012160 2884100 32 0 0 268435456 65536 1024 32 256 268435472 0 0 0 1073746064 384 268451840 128 33554432 8192 524288 8256 0 8192 0 48 0 0 67108864 268435456 16999490 0 8 0 0 2147483648 1 0 2147483648 0 0 0 131072 0 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 0 4096 0 8 0 0 0 0 0 2147483648 0 0 0 131076 2048 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 4096 201326592 16860160 0 0 262144 2883584 0 0 0 0 0 1024 32 0 268435472 0 0 0 4112 384 1050914 16859136
is_linear=0
shrinkage=0.04


Tree=514
num_leaves=31
num_cat=8
split_feature=7 8 2 7 1 2 2 2 2 5 2 2 0 3 0 5 3 7 2 9 2 11 7 2 2 3 2 6 3 2
split_gain=1.52116 1.13834 0.893108 0.806232 0.692663 0.68257 0.806016 0.637374 0.627888 0.763295 0.481269 0.470657 0.406437 0.423711 0.387807 0.303552 0.294663 0.293118 0.373513 0.279817 0.552503 0.303483 0.237915 0.277451 0.201446 0.297667 0.259522 0.163649 0.404686 0.214901
threshold=0 1 61.500000000000007 2 5.5000000000000009 29.500000000000004 8.5000000000000018 301.00000000000006 283.00000000000006 1.0000000180025095e-35 68.500000000000014 49.500000000000007 42.710000000000008 2003.5000000000002 31.500000000000004 9.0000000000000018 2015.5000000000002 3 79.500000000000014 4 1.5000000000000002 5 6 29.500000000000004 18.500000000000004 2018.5000000000002 8.5000000000000018 7 2013.5000000000002 3.5000000000000004
decision_type=9 9 10 9 10 10 8 8 10 10 10 10 10 8 8 8 8 9 10 9 10 9 9 10 10 8 10 9 10 8
left_child=4 7 3 -3 5 6 -1 11 9 10 -4 24 13 -12 -8 -7 -17 18 -15 21 -21 -5 23 -23 25 -2 -27 28 29 -24
right_child=1 2 8 19 -6 15 14 -9 -10 -11 12 -13 -14 17 -16 16 -18 -19 -20 20 -22 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=3.1561309583463206e-05 5.7693425155427362e-05 -8.9738232901468429e-05 0.00026385071237763284 6.3067573969350297e-07 -0.00013483560693622543 0.00011965604692127284 0.00063212989500356295 6.0572827904708326e-05 -1.2788718914320624e-05 7.9307312041838174e-05 9.0049540729802336e-06 -3.5767591386778278e-05 6.3096771782611148e-05 -0.00025074848195768239 -6.1232173282681077e-05 8.0519901529362088e-05 0.0002671118255474783 -0.00017576977407135301 4.922760958209635e-05 8.3272360527352897e-05 -4.8110042406263481e-06 6.2397989832903636e-05 4.4647925503256057e-06 -6.4749213710932102e-05 5.4298946739146946e-05 6.9745118561149014e-06 -8.3910549307295289e-05 -6.6407785030624168e-05 8.9841404781703296e-05 -4.1423397655753188e-05
leaf_weight=60 26 335 27 326 80 28 25 26 96 30 27 54 31 39 88 45 54 117 62 28 196 74 25 30 62 36 41 618 31 228
leaf_count=60 26 335 27 326 80 28 25 26 96 30 27 54 31 39 88 45 54 117 62 28 196 74 25 30 62 36 41 618 31 228
internal_value=-7.46785e-05 -0.00042702 -0.000703562 -0.00108034 0.00225064 0.00318937 0.00154023 0.00210937 0.000939534 0.00176048 0.00114474 0.00147273 0.000635378 8.12999e-05 -0.000456141 0.00540625 0.00644 -0.000511416 0.00103571 -0.000679005 0.000612765 -0.00089948 -0.00124287 0.000556521 0.00253012 0.00142308 0.000153845 -0.00145455 -0.000596611 -0.00114961
internal_weight=2945 2565 2320 1891 380 300 173 245 429 333 303 219 276 245 113 127 99 218 101 1556 224 1332 1006 104 165 103 77 902 284 253
internal_count=2945 2565 2320 1891 380 300 173 245 429 333 303 219 276 245 113 127 99 218 101 1556 224 1332 1006 104 165 103 77 902 284 253
cat_boundaries=0 12 41 58 66 68 69 78 79
cat_threshold=268435456 144 571482112 8192 0 8258 0 8192 2048 16 8192 128 0 12 0 134217728 0 1 0 0 0 0 0 2048 8192 1048576 0 0 0 0 4096 2 0 0 0 0 0 16384 64 0 524288 131073 0 67371008 2097156 32 0 0 805306368 0 8224 32768 0 0 268435456 0 0 4224 0 0 67108864 0 0 0 131072 131072 0 30740 32 2 1 0 526336 0 0 0 0 65536 384
is_linear=0
shrinkage=0.04


Tree=515
num_leaves=31
num_cat=8
split_feature=8 12 2 4 2 8 2 2 3 2 2 12 2 4 0 0 12 2 15 4 8 2 0 3 6 3 3 0 2 3
split_gain=1.04685 0.738573 1.06208 0.434845 0.430339 0.410145 0.413188 0.631801 0.403438 0.357082 0.385691 0.291294 0.384231 0.277276 0.26179 0.611586 0.25104 0.58889 0.311391 0.287821 0.246399 0.547432 0.402457 0.227827 0.382645 0.461297 0.300319 0.223065 0.27531 0.193469
threshold=0 1 145.50000000000003 1642125000.0000002 8.5000000000000018 2 105.50000000000001 151.50000000000003 2003.5000000000002 689.50000000000011 352.00000000000006 3 74.500000000000014 15385520000.000002 50.425000000000004 47.750000000000007 4 30.500000000000004 5 6050.0000000000009 6 10.500000000000002 30.500000000000004 2013.5000000000002 7 2007.5000000000002 2009.5000000000002 25.500000000000004 49.500000000000007 2020.5000000000002
decision_type=9 9 10 8 8 9 10 10 8 10 10 9 10 10 8 10 9 8 9 10 9 8 10 10 9 8 8 8 10 8
left_child=1 8 3 -3 -5 -2 11 -8 -1 10 -9 27 14 20 15 16 17 -13 23 -20 29 -22 -23 24 26 -26 -18 -7 -29 -10
right_child=5 2 -4 4 -6 6 7 9 13 -11 -12 12 -14 -15 -16 -17 18 -19 19 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.4238927406556829e-05 -5.4969283407795402e-05 -0.00027256685670695236 0.00027286326517926617 -1.1770212015835444e-05 3.9201997902691435e-05 0.0058430977028324739 4.3930023206883871e-05 3.4548482733926395e-05 -0.00010473975303301833 2.436874902288723e-05 -7.1258860406769182e-06 -3.5117418339934162e-05 -0.00032693955978008908 3.3054903855837037e-05 -0.0010917780918246979 0.00017515149016523267 6.9295241148477753e-05 0.00025450595677142503 -6.0813522301104983e-05 1.0158383508059787e-05 1.7391699213483662e-05 3.6190210128953189e-05 -2.3384301860047221e-05 -1.461366963949759e-05 -0.00032201491515651998 7.6563502009265502e-05 -0.00062767211821398658 -0.00014223051671281641 1.6048899102802612e-05 -2.1065172041236694e-05
leaf_weight=40 225 53 25 73 379 28 40 45 33 45 44 76 61 25 27 34 48 36 245 75 60 50 101 96 51 186 117 240 28 341
leaf_count=40 225 53 25 73 379 28 40 45 33 45 44 76 61 25 27 34 48 36 245 75 60 50 101 96 51 186 117 240 28 341
internal_value=5.87422e-05 0.000973971 0.00207024 0.0016996 0.00210154 -0.000562003 -0.000318331 0.00150857 6.05134e-05 0.000177777 -0.00128889 -0.000557451 -0.000233303 -0.0001964 -4.43558e-05 6.63203e-05 -0.000128895 0.00156097 -0.000376358 -0.00132931 -0.000375428 0.000702702 -0.000552633 0.000251473 0.000674937 0.00166129 -0.000795455 -0.00164169 -0.00205205 -0.000976624
internal_weight=2927 1180 530 505 452 1747 1522 174 650 134 89 1348 1052 610 991 964 930 112 818 320 585 211 151 498 402 237 165 296 268 374
internal_count=2927 1180 530 505 452 1747 1522 174 650 134 89 1348 1052 610 991 964 930 112 818 320 585 211 151 498 402 237 165 296 268 374
cat_boundaries=0 30 32 53 54 55 56 79 80
cat_threshold=1073741824 6 4 134217728 1073807360 1 262144 2147483648 0 32768 0 0 10240 1049088 268435456 0 0 0 0 2048 128 0 16777216 0 0 0 64 0 524288 8192 197922 34 268435456 8 0 0 0 0 0 0 1 0 0 2052 0 0 0 0 0 0 33554432 8192 2147483648 1091584 16793856 2214592512 0 0 0 0 0 0 262144 2147483648 0 0 0 0 8192 512 0 0 0 0 0 0 0 0 16777216 22
is_linear=0
shrinkage=0.04


Tree=516
num_leaves=31
num_cat=9
split_feature=7 0 12 3 2 9 11 1 12 11 7 2 4 0 12 3 2 2 2 2 6 2 0 1 2 2 2 2 5 2
split_gain=1.33372 1.06243 0.694698 0.706622 0.624164 0.792642 0.720967 0.815667 0.599808 0.471596 0.465178 0.444681 0.504525 0.514374 0.459214 0.443387 0.71241 0.417653 0.334863 0.304325 0.24543 0.485052 0.219569 0.21844 0.202697 0.372034 0.193009 0.190197 0.177907 0.171029
threshold=0 58.750000000000007 1 2009.5000000000002 78.500000000000014 2 3 5.5000000000000009 4 5 6 47.500000000000007 425.00000000000006 16.750000000000004 7 2018.5000000000002 32.500000000000007 535.00000000000011 2.5000000000000004 6.5000000000000009 8 10.500000000000002 40.250000000000007 4.5000000000000009 349.50000000000006 90.500000000000014 239.00000000000003 18.500000000000004 3.5000000000000004 16.500000000000004
decision_type=9 8 9 8 10 9 9 8 9 9 9 8 10 10 9 8 8 8 10 10 9 10 10 10 10 10 10 10 8 10
left_child=18 2 3 -2 5 8 24 26 9 29 23 12 13 -12 20 -7 27 -5 -1 -11 21 -15 -18 -10 25 -6 -8 -17 -14 -4
right_child=1 -3 4 17 6 15 7 -9 10 19 11 -13 28 14 -16 16 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.9547370964210187e-07 3.6693628435554317e-05 0.0001201974498138848 1.7687268588123078e-05 -5.4754471861792523e-05 0.00013310126727893883 7.0479317150053778e-05 4.0480306906321556e-05 -1.7859697086861592e-05 -1.6867515304641925e-06 -2.1046544043936879e-06 0.00019724682240299492 -0.00025295340211009152 -1.4230771212367333e-05 1.7979770830016037e-05 -0.00014447002184125201 2.5853288344447624e-06 3.6349463318696167e-05 1.7170286705237547e-05 -6.3415960564535575e-05 0.00041300901034118368 -3.8373967404551913e-05 -0.00013918249538562568 5.0450274299643444e-05 6.1009525223003393e-05 6.9571182377101229e-05 2.902715454454644e-05 4.9545317849348379e-06 -0.0008562942102157521 0.00012682745515729617 -8.2767795028996699e-05
leaf_weight=69 47 25 79 392 26 66 72 59 28 48 116 150 35 81 202 150 52 46 397 126 149 69 46 80 26 74 38 34 37 82
leaf_count=69 47 25 79 392 26 66 72 59 28 48 116 150 35 81 202 150 52 46 397 126 149 69 46 80 26 74 38 34 37 82
internal_value=3.99715e-05 0.000417006 0.000331812 -0.00100807 0.000671487 0.000367872 0.00236486 0.000466666 -9.89955e-05 0.00132948 -0.00061378 -0.000936472 -0.000515943 -0.000886732 -0.00144223 0.00202785 0.00138516 -0.00153075 -0.00189518 0.00272432 -0.000374194 0.000745341 0.00412121 0.0017479 0.00449635 0.0039604 0.00252252 -8.64874e-05 0.00263014 -0.000255815
internal_weight=2901 2435 2410 485 1925 1630 295 169 1282 335 947 839 689 617 501 348 282 438 466 174 299 150 98 108 126 100 110 184 72 161
internal_count=2901 2435 2410 485 1925 1630 295 169 1282 335 947 839 689 617 501 348 282 438 466 174 299 150 98 108 126 100 110 184 72 161
cat_boundaries=0 17 19 21 24 25 27 44 46 47
cat_threshold=147457 1 1677721600 2097152 0 0 0 268435456 65536 32 0 64 0 0 0 32 4112 16779552 2 1073741825 22532 16388 1024 524288 67321856 4 1024 2 128 1048576 524288 2 0 0 0 0 0 0 128 0 0 0 0 1073741824 1049602 32 340
is_linear=0
shrinkage=0.04


Tree=517
num_leaves=31
num_cat=15
split_feature=8 12 4 9 0 8 12 4 8 11 4 3 0 5 12 11 0 0 0 3 3 18 0 6 9 3 9 13 4 12
split_gain=1.12797 1.17306 0.526532 0.792885 0.481604 0.464137 0.502241 0.525577 0.405504 0.464111 0.918309 0.28577 0.278129 0.275275 0.207639 0.185089 0.190278 0.160167 0.153479 0.15166 0.182451 0.150921 0.143761 0.130511 0.308175 0.408791 0.303388 0.281603 0.270961 0.24625
threshold=0 1 963180000.00000012 2 58.750000000000007 3 4 6050.0000000000009 5 6 481.00000000000006 2009.5000000000002 47.750000000000007 1.5000000000000002 7 8 35.250000000000007 48.175000000000004 30.500000000000004 1989.5000000000002 1997.5000000000002 9 38.57500000000001 10 11 2018.5000000000002 12 13 15.000000000000002 14
decision_type=9 9 8 9 8 9 9 10 9 9 10 8 10 8 9 9 10 10 10 8 8 9 10 9 9 8 9 9 10 9
left_child=1 -1 -3 11 5 -2 7 13 22 10 -10 -4 19 -7 -13 -15 -17 -14 -16 -11 -21 -5 -8 26 27 -26 29 28 -25 -22
right_child=4 2 3 21 -6 6 8 -9 9 12 -12 14 17 15 18 16 -18 -19 -20 20 23 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00011796360840859501 -7.4383926105696494e-05 -0.0010665656887793148 2.0827310354963994e-05 0.00020761943197248882 3.4723081613372662e-05 -4.2440608289594646e-05 -3.9601961523519973e-05 6.0170400931320893e-05 4.630573822496263e-05 0.00029440815314351931 -0.0028951807070589555 -7.9149703397326588e-05 2.3285573801123005e-05 -5.2087659787386424e-06 4.1028398564557749e-05 1.5581384575693658e-06 5.474683737405844e-05 -6.2600764357954213e-05 -0.00021754738938170416 -0.0012394556144275334 -4.4434108281769119e-05 3.677818266104433e-05 -0.00087284238980810786 0.00021131173875746468 0.00020625527065843948 -3.071606417658875e-06 -0.00010083462498774246 -4.72661417270837e-05 -0.00075551157083622719 2.8369245514411205e-06
leaf_weight=111 115 49 31 25 26 36 40 27 88 25 30 142 29 175 48 220 143 30 75 29 293 92 78 136 34 87 221 215 33 220
leaf_count=111 115 49 31 25 26 36 40 27 88 25 30 142 29 175 48 220 143 30 75 29 293 92 78 136 34 87 221 215 33 220
internal_value=0.000119834 0.00169178 0.000744185 0.00122705 -0.000273388 -0.00033666 -0.000198183 0.000777777 -0.000570357 -0.000378124 0.00192248 5.21163e-05 -0.000592811 0.000528695 -0.000375941 0.000756956 0.00125134 0.00206667 0.000805969 -0.000720248 -0.000781719 0.00384375 -0.00272868 -0.000706453 -0.000193799 0.00148485 -0.00104161 -0.000749368 0.000466666 -0.000480917
internal_weight=2903 573 462 413 2330 2304 2189 601 1588 1470 118 296 1352 574 265 538 363 59 123 1293 1268 117 118 1239 505 121 734 384 169 513
internal_count=2903 573 462 413 2330 2304 2189 601 1588 1470 118 296 1352 574 265 538 363 59 123 1293 1268 117 118 1239 505 121 734 384 169 513
cat_boundaries=0 30 31 33 59 60 73 76 77 78 79 80 82 84 85 87
cat_threshold=0 6 0 134217728 73728 0 0 0 0 32768 0 4 8192 1050112 268435456 0 0 0 33554432 0 128 0 0 0 0 0 64 0 524288 12288 73792 0 26628 268435472 0 0 0 0 0 0 0 1 0 0 2048 0 0 0 0 0 0 0 8192 0 0 0 0 0 16384 16998400 1073741824 2048 4 0 2147483648 0 0 2147483648 0 0 0 131072 64 16384 0 524288 1081378 4 4 140 0 22560 0 2080 2 34080 32
is_linear=0
shrinkage=0.04


Tree=518
num_leaves=31
num_cat=9
split_feature=8 7 8 4 3 2 7 12 2 4 2 7 0 2 3 3 2 2 2 0 3 12 1 9 18 2 2 0 0 1
split_gain=2.08383 0.966955 0.739918 0.688448 0.608154 0.666809 0.553306 0.533546 0.636244 0.509234 0.543299 0.486246 0.478255 0.542588 0.475718 0.845078 0.425293 0.388677 0.355951 0.643854 0.535105 0.47644 0.515712 0.606351 0.277529 0.287153 0.273927 0.258549 0.395461 0.322241
threshold=0 1 2 101.00000000000001 2016.5000000000002 24.500000000000004 3 4 99.000000000000014 25235975000.000004 25.500000000000004 5 18.500000000000004 155.00000000000003 1998.5000000000002 2012.5000000000002 9.5000000000000018 29.500000000000004 55.500000000000007 33.175000000000004 2003.5000000000002 6 5.5000000000000009 7 8 839.50000000000011 119.00000000000001 30.500000000000004 18.500000000000004 5.5000000000000009
decision_type=9 9 9 8 10 10 9 9 10 8 8 9 10 8 10 10 10 10 10 10 8 9 10 9 9 10 10 10 10 10
left_child=14 7 9 -4 6 -6 -5 -2 11 -3 -11 16 -12 -14 -1 -16 -9 -18 21 -20 -21 22 23 -8 -22 26 -26 28 29 -13
right_child=1 2 3 4 5 -7 18 8 -10 10 12 27 13 -15 15 -17 17 -19 19 20 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.027549146968673e-05 -7.1543866980206555e-05 -0.00083490636900226056 2.6943724439547622e-05 1.2760518742106785e-05 1.7710270720745415e-06 8.6993714611604062e-05 -0.00023391550332750726 -0.00026042772695006149 3.4903907453092718e-05 1.5847708838667161e-05 2.564126085819352e-05 -6.1926881270755985e-05 4.8960837488497469e-05 7.1598160658205436e-05 6.7968568932128768e-05 9.7079879568134438e-06 0.00016757993645661557 -9.9850813567032059e-06 -0.00052759476717828676 0.00021044654726858612 -2.6823377940158526e-05 -5.2850621643685262e-05 8.8297377115938315e-06 4.0717377784095195e-05 4.0921369288782276e-05 1.8902774070974829e-05 -4.3150021568891799e-05 -0.00026316248809903325 0.00123310354774471 4.4067007843346906e-05
leaf_weight=190 422 51 33 107 98 26 337 37 58 101 88 126 45 46 27 27 34 29 58 36 33 357 70 120 80 26 53 131 25 33
leaf_count=190 422 51 33 107 98 26 337 37 58 101 88 126 45 46 27 27 34 29 58 36 33 357 70 120 80 26 53 131 25 33
internal_value=9.08768e-05 -0.000239612 0.000304053 -9.41186e-05 -0.000231099 0.002432 -0.000491394 -0.00130243 -0.000355373 0.00197661 0.00270463 -0.000913462 0.00402222 0.00604348 0.0035451 0.00698182 0.00144144 0.0035625 -0.000745132 0.000473867 0.00143231 -0.00114802 -0.000349443 -0.000847163 0.00058031 0.001275 0.000507462 -0.00165644 -0.000735136 -0.001475
internal_weight=2904 2660 1765 1434 1401 124 1277 895 473 331 280 415 179 91 244 54 100 63 1170 286 228 884 527 457 192 159 133 315 184 159
internal_count=2904 2660 1765 1434 1401 124 1277 895 473 331 280 415 179 91 244 54 100 63 1170 286 228 884 527 457 192 159 133 315 184 159
cat_boundaries=0 30 48 71 88 90 107 109 111 112
cat_threshold=0 2048 0 134217728 0 1 0 0 0 0 0 131076 0 1024 268435456 0 0 0 33554432 0 0 0 0 0 0 0 64 0 524288 8192 2 1 67117056 4 524322 134217792 0 131072 33619968 48 0 256 128 268435456 67108864 32 4096 128 0 0 0 0 2147483648 0 0 0 0 0 0 0 8256 512 0 4096 0 0 0 0 128 0 20971520 268435456 16 1048576 2107392 0 0 0 0 0 134217728 0 0 0 0 0 0 128 67339328 32 0 1 67108864 0 2 0 0 0 33554432 32 0 0 0 0 0 0 4096 68214818 32 0 22560 4
is_linear=0
shrinkage=0.04


Tree=519
num_leaves=31
num_cat=9
split_feature=8 12 2 0 13 0 12 0 9 2 9 2 2 8 2 0 3 0 0 9 2 6 2 0 2 5 2 2 2 2
split_gain=0.921644 0.610385 0.667108 1.17167 0.474509 0.429904 0.423678 0.407989 0.380189 0.360076 0.351306 0.337531 0.329546 0.374946 0.310095 0.304178 0.297594 0.34143 0.294622 0.278737 0.405284 0.53404 0.253253 0.252049 0.229308 0.227099 0.223667 0.222362 0.652195 0.218458
threshold=0 1 99.000000000000014 39.07500000000001 2 26.500000000000004 3 12.250000000000002 4 321.00000000000006 5 9.5000000000000018 1.5000000000000002 6 105.50000000000001 32.500000000000007 2003.5000000000002 35.600000000000009 30.500000000000004 7 14.500000000000002 8 253.50000000000003 40.250000000000007 6.5000000000000009 4.5000000000000009 60.500000000000007 10.500000000000002 6.5000000000000009 63.500000000000007
decision_type=9 9 10 10 9 10 9 8 9 10 9 8 8 9 10 10 8 8 10 9 8 9 10 10 8 8 8 10 8 8
left_child=6 7 4 5 19 -4 15 -2 -6 -5 16 -10 -12 18 -15 -1 -9 -18 -14 -3 -21 -22 -16 27 -8 -23 -17 28 -19 -13
right_child=1 2 3 9 8 -7 24 10 11 -11 12 29 13 14 22 26 17 23 -20 20 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049574988348659072 -3.076067717735233e-05 -0.00013282838783694407 1.2866734924801463e-05 3.7002950834626762e-05 -0.0001695964277975779 -0.00010217939550617386 3.8370999016498789e-07 -0.00069777684168482155 4.5596898397229529e-05 0.0001075464710721244 4.8960960282511073e-05 -4.4054297797793995e-05 3.8463238817060644e-05 1.8963832254754954e-05 4.4952836925779506e-05 -5.2949390650956629e-05 -0.0019973393469512276 -0.00031378694426516029 -6.4118255023656718e-05 -1.6555984312935267e-05 7.0540567470275919e-07 0.00031091860812146712 4.2215926884081031e-05 -2.0583903549554986e-05 -8.5976694996711973e-05 0.0010339404221330842 3.7499973073812094e-05 6.8976526912368639e-06 0.0011165021046931206 8.4229108068417431e-06
leaf_weight=37 83 107 42 53 273 76 46 29 30 30 33 78 169 642 32 87 25 31 42 219 168 26 44 37 279 85 32 72 25 25
leaf_count=37 83 107 42 53 273 76 46 29 30 30 33 78 169 642 32 87 25 31 42 219 168 26 44 37 279 85 32 72 25 25
internal_value=0.000193373 0.000505025 -0.000137368 0.0019604 -0.000557313 -0.000605043 -0.00139024 0.00111686 -0.00159233 0.00557143 0.00131641 0.000194444 0.00163618 0.00150968 0.00193141 0.000335328 -0.000156523 0.000418847 -1.80189e-05 0.000162337 0.000565814 0.00158571 0.00436364 0.00108434 -0.00220238 0.00357377 -0.000633334 0.00192248 0.00378947 -0.000884616
internal_weight=2957 2476 1212 201 1011 118 481 1264 406 83 1181 133 962 929 718 156 219 190 211 605 498 279 76 165 325 111 119 128 56 103
internal_count=2957 2476 1212 201 1011 118 481 1264 406 83 1181 133 962 929 718 156 219 190 211 605 498 279 76 165 325 111 119 128 56 103
cat_boundaries=0 30 31 32 34 36 38 61 63 64
cat_threshold=1342177280 0 4 134217728 0 1 524288 0 1 32768 0 33687552 0 0 0 4096 0 0 4096 0 256 0 0 0 0 49152 68 0 0 4096 1269794 10 16826400 32 0 2084 0 16432 0 4 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 20971520 1 8324 8
is_linear=0
shrinkage=0.04


Tree=520
num_leaves=31
num_cat=7
split_feature=7 7 2 0 8 6 4 9 4 1 2 3 0 13 2 2 4 2 0 6 3 5 0 3 3 2 2 0 1 2
split_gain=1.82526 1.09896 0.624547 0.690396 0.479975 0.443905 0.430484 0.428617 0.560134 0.426869 0.464987 0.365163 0.33621 0.312095 0.599684 0.433082 0.39518 0.282875 0.270902 0.268272 0.378458 0.410287 0.235624 0.233513 0.220813 0.212819 0.212006 0.199916 0.301826 0.385511
threshold=0 1 78.500000000000014 39.07500000000001 2 3 1104.0000000000002 4 2050.0000000000005 4.5000000000000009 33.500000000000007 2000.5000000000002 40.250000000000007 5 60.500000000000007 9.5000000000000018 8.0000000000000018 16.500000000000004 14.500000000000002 6 1996.5000000000002 9.0000000000000018 29.500000000000004 2010.5000000000002 1971.5000000000002 5.5000000000000009 42.500000000000007 40.675000000000004 5.5000000000000009 9.5000000000000018
decision_type=9 9 10 10 9 9 8 9 10 10 8 8 10 9 8 10 10 10 8 9 10 8 10 8 10 8 10 8 10 10
left_child=6 -2 4 18 13 -6 -1 8 27 10 -8 -5 -13 16 15 -15 -3 -17 -4 20 21 -11 -19 -21 -20 -9 -27 28 29 -7
right_child=1 2 3 11 5 7 9 25 -10 19 -12 12 -14 14 -16 17 -18 22 24 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.4455419724461097e-05 -7.8696996996602416e-05 3.6175403294790769e-06 4.5577276135254366e-05 -2.1572156143728094e-05 -7.0668814780015153e-05 -0.00033051885098546403 3.7236439026145103e-05 -6.23870847187077e-05 0.00043589569818825927 -1.5873824045393735e-05 0.00024114129017347805 2.7871498944334746e-05 0.00094874945564280943 0.00018270303025925142 0.00064052238688349283 -0.00010279684962621553 -0.00081985548218437942 -8.4845231685903862e-06 -8.8726837049080138e-07 2.1323522356319676e-05 -0.0017296581288876833 5.6264054883442255e-05 6.0892730258961332e-05 1.3362132707221553e-05 -0.0011322846514435351 3.4792324832267809e-05 -0.00054346721464529303 -0.00027318921560769925 3.2128238447941235e-06 -1.4448710243430323e-06
leaf_weight=27 420 427 26 33 338 129 29 67 28 42 35 114 25 42 38 40 54 69 121 48 29 31 44 118 29 206 32 66 37 203
leaf_count=27 420 427 26 33 338 129 29 67 28 42 35 114 25 42 38 40 54 69 121 48 29 31 44 118 29 206 32 66 37 203
internal_value=8.54807e-05 -0.000289343 7.70986e-05 0.00162751 -0.00021966 -0.000737691 0.00271351 -0.000195123 -0.000953587 0.00237838 0.00529231 0.00342196 0.00431428 0.000584827 0.0017541 0.000918366 -8.13101e-06 -7.7923e-05 -0.000135594 0.00166543 -7.07973e-05 0.00145946 0.000947367 0.00257627 -0.000794703 0.000949366 0.00153975 -0.00133028 -0.000962163 -0.00134535
internal_weight=2947 2588 2168 348 1820 1106 359 768 463 332 64 172 139 714 233 195 481 153 176 268 102 73 113 166 150 305 238 435 369 332
internal_count=2947 2588 2168 348 1820 1106 359 768 463 332 64 172 139 714 233 195 481 153 176 268 102 73 113 166 150 305 238 435 369 332
cat_boundaries=0 17 34 57 58 60 61 62
cat_threshold=268566531 144 570433536 2048 524288 8194 0 8192 0 134217744 8192 8192 16 0 0 0 128 0 0 1141899264 0 34 134217728 0 0 33554432 9248 0 2097152 268435456 0 67108864 32 4112 0 8 0 0 0 1 262144 0 0 0 0 131072 10240 512 0 4096 0 0 0 0 128 0 16777216 88 0 14352 10 320
is_linear=0
shrinkage=0.04


Tree=521
num_leaves=31
num_cat=13
split_feature=7 7 3 3 9 12 12 12 6 7 0 0 12 1 3 0 1 6 13 9 12 0 3 3 3 0 3 0 1 3
split_gain=1.56016 0.734526 0.582104 0.57585 0.527392 1.01635 0.870207 0.520993 0.474811 0.414274 0.37153 0.363343 0.337204 0.361114 0.348413 0.327466 0.297876 0.290943 0.433805 0.288808 0.377633 0.280492 0.265051 0.260899 0.218774 0.287169 0.181168 0.179059 0.309666 0.167135
threshold=0 1 2012.5000000000002 2006.5000000000002 2 3 4 5 6 7 35.600000000000009 16.750000000000004 8 5.5000000000000009 2014.5000000000002 42.710000000000008 5.5000000000000009 9 10 11 12 45.425000000000004 1962.0000000000002 2011.5000000000002 1997.5000000000002 36.400000000000006 1998.5000000000002 39.07500000000001 5.5000000000000009 1988.5000000000002
decision_type=9 9 8 10 9 9 9 9 9 9 10 10 9 10 10 10 8 9 9 9 9 10 10 10 10 10 10 10 8 10
left_child=2 19 3 26 5 24 8 15 22 -8 -10 -7 -11 14 17 -4 -9 -14 -19 -2 -21 23 -6 -12 25 -3 -1 28 -22 -29
right_child=1 4 7 -5 6 11 9 16 10 12 21 -13 13 -15 -16 -17 -18 18 -20 20 27 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.0137595321355617e-06 -0.00030039070370055214 0.0015172893670596505 6.8479149150990623e-06 5.2382139499784765e-05 5.7929771050544932e-05 5.1466769607170288e-05 -7.2224992117968039e-05 -7.9243004116824598e-05 -0.0018029586073232118 -2.0656213164348169e-05 3.2989879463787479e-05 -6.1367204920136751e-05 1.6416497155303355e-05 4.4615524362704074e-05 -0.00017030870974173637 4.4476770416856469e-05 0.00076933991885369524 8.0460447234965166e-05 -5.0099341381095331e-05 -0.00037721511909053748 -9.5192733660224216e-06 -0.00062908423582320354 0.00081099559750214293 -0.00012453402860712682 0.00020306122518853363 -4.3153532824971719e-06 7.1683769476801814e-05 5.7945650773253223e-06 -0.00013716027087197654 0.00024912961937572048
leaf_weight=26 106 48 91 31 276 25 126 83 27 325 201 297 225 91 45 27 35 125 137 135 107 30 30 25 25 51 35 112 42 25
leaf_count=26 106 48 91 31 276 25 126 83 27 325 201 297 225 91 45 27 35 125 137 135 107 30 30 25 25 51 35 112 42 25
internal_value=0.000183473 -0.000145071 0.00273746 0.00550538 0.000190565 -0.00101532 0.000518518 0.00175527 0.00174 -0.000162213 0.0005034 -0.00218619 0.000133471 0.000675078 0.000285177 0.00347287 -0.000248063 0.00059836 -0.000322345 -0.00146468 -0.000935186 0.000996108 0.0028265 0.00148018 0.00195555 0.00124 0.00316129 -8.0809e-05 -0.00104 0.000956521
internal_weight=2964 2636 328 92 2109 446 1663 236 589 1074 283 322 948 623 532 118 118 487 262 527 421 256 306 226 124 99 61 286 149 137
internal_count=2964 2636 328 92 2109 446 1663 236 589 1074 283 322 948 623 532 118 118 487 262 527 421 256 306 226 124 99 61 286 149 137
cat_boundaries=0 17 35 37 39 40 41 42 60 62 63 64 66 67
cat_threshold=268435459 268435584 33554432 10240 524288 2 0 8192 0 134217760 32768 64 0 0 0 0 1073741952 131072 0 68165632 524800 34 8256 0 0 67584 0 32 256 16 268435456 0 0 0 256 257 16404 67125536 32 84068416 204866 264 0 0 0 2097156 0 0 0 0 33554432 0 0 128 0 0 0 0 16 128 288 34 150 2 0 8340 67340320
is_linear=0
shrinkage=0.04


Tree=522
num_leaves=31
num_cat=7
split_feature=9 12 2 2 2 2 15 2 2 2 2 0 6 12 2 2 3 0 6 1 1 2 3 2 6 4 0 1 2 4
split_gain=0.649231 0.757693 0.763239 1.14174 0.867925 0.557316 0.506504 0.69225 0.482895 0.444993 0.462644 0.431537 0.639135 0.38802 0.666286 0.406716 0.67704 0.404495 0.312999 0.453345 0.303175 0.285106 0.257543 0.254982 0.249216 0.466494 0.332269 0.294094 0.451553 0.304175
threshold=0 1 141.50000000000003 47.500000000000007 14.500000000000002 40.500000000000007 2 27.500000000000004 155.00000000000003 17.500000000000004 26.500000000000004 47.750000000000007 3 4 3.5000000000000004 66.500000000000014 2004.5000000000002 30.500000000000004 5 5.5000000000000009 5.5000000000000009 26.500000000000004 1995.5000000000002 3.5000000000000004 6 14469800500.000002 40.250000000000007 2.5000000000000004 199.50000000000003 33.000000000000007
decision_type=9 9 10 10 10 8 9 10 10 10 10 10 9 9 10 10 8 10 9 10 10 10 8 10 9 8 10 10 10 10
left_child=6 2 3 4 11 21 7 -1 -7 -6 -11 12 -2 15 17 16 -8 -15 19 -18 -17 23 -16 -3 25 -24 -27 -26 29 -29
right_child=1 5 -4 -5 9 8 13 -9 -10 10 -12 -13 -14 14 22 20 18 -19 -20 -21 -22 -23 24 -25 27 26 -28 28 -30 -31
leaf_value=-7.1522269706336629e-06 4.4429147010715522e-05 -0.0010998445068875603 3.2356712050490347e-05 -0.00019458978795167873 0.00014387141358268172 1.9704145133507402e-05 2.8574039548605701e-05 0.0008506933192714962 -0.0011307329323787677 3.9284984886843562e-06 0.00017363234259671186 6.5378666022765432e-05 -4.6383786328592456e-05 -0.00067385131698385968 -0.0021887185275639128 1.9745942764801435e-05 -4.4461447069307803e-05 5.1695279521967481e-05 -0.00014928340814120215 0.00016053538105398942 -0.00011339125788524877 -0.00042818753645948188 2.798678994079419e-05 -1.2024434424478131e-06 -0.00086321855612040896 8.0542064062545351e-05 -0.00042669317171876954 -2.9701352600588952e-06 5.2097254681050838e-05 -0.0016470897229661405
leaf_weight=65 108 31 37 61 33 104 35 35 39 65 48 28 134 57 29 164 114 138 433 28 34 50 27 180 54 47 55 606 47 56
leaf_count=65 108 31 37 61 33 104 35 35 39 65 48 28 134 57 29 164 114 138 433 28 34 50 27 180 54 47 55 606 47 56
internal_value=0.000296295 0.00117115 0.00217905 0.00178243 0.00253237 -0.000134941 -0.000106143 0.00252252 0.00186111 0.0050068 0.00375439 0.00118081 0.000625513 -0.000256332 0.000227151 -0.000918194 -0.00144026 0.00234694 -0.00177083 -5.22885e-05 0.000643215 -0.00123664 -0.000221259 -0.000584907 -9.85452e-05 0.00145714 0.000310679 -0.000377262 -0.000163381 -0.00043439
internal_weight=2942 918 514 477 416 404 2024 100 143 146 113 270 242 1924 1116 808 610 195 575 142 198 261 921 211 892 129 102 763 709 662
internal_count=2942 918 514 477 416 404 2024 100 143 146 113 270 242 1924 1116 808 610 195 575 142 198 261 921 211 892 129 102 763 709 662
cat_boundaries=0 2 4 5 6 8 9 10
cat_threshold=1073742081 26624 188450 2 134742016 344 1221888 32 276 128
is_linear=0
shrinkage=0.04


Tree=523
num_leaves=31
num_cat=11
split_feature=7 12 8 7 12 2 11 5 17 2 12 5 0 1 0 2 2 3 0 2 11 3 1 12 2 5 12 2 2 2
split_gain=1.95469 0.822219 0.615388 0.780046 0.516632 0.497524 0.484333 0.831685 0.39008 0.653384 0.389186 0.388882 0.362656 0.451637 0.315462 0.305557 0.295538 0.447037 0.289883 0.431172 0.255389 0.595845 0.509142 0.487961 0.407542 0.324337 0.27932 0.32429 0.234901 0.562243
threshold=0 1 2 3 4 20.500000000000004 5 10.500000000000002 6 73.500000000000014 7 5.5000000000000009 33.175000000000004 4.5000000000000009 23.500000000000004 8.5000000000000018 56.500000000000007 2003.5000000000002 47.750000000000007 23.500000000000004 8 2006.5000000000002 5.5000000000000009 9 17.500000000000004 5.5000000000000009 10 2.5000000000000004 122.50000000000001 32.500000000000007
decision_type=9 9 9 9 9 8 9 8 9 10 9 8 10 10 10 10 10 10 8 8 9 10 10 9 8 8 9 8 8 10
left_child=1 -1 4 10 5 -2 7 -3 9 -5 14 -8 -7 -14 -4 -9 17 -17 20 -20 21 22 23 24 -10 -22 -27 -28 29 -13
right_child=2 6 3 8 -6 12 11 15 18 -11 -12 28 13 -15 -16 16 -18 -19 19 -21 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.7800141838172983e-05 3.4937309267579228e-06 0.00010297463529190535 6.3699900546051021e-05 -0.0001068823085907961 -6.4435243426003793e-06 0.00029866313678195312 -7.8329990573081828e-05 2.3134836782106404e-05 2.0873249096623158e-05 1.5276409843942032e-05 -9.9760676014627029e-05 1.319192532840052e-05 5.7519688722836123e-05 5.9458155024409692e-06 -0.00026569713714601407 3.8560562510143049e-05 2.7677878202520056e-05 1.0537459865441201e-05 3.57428632384497e-05 -3.2633755128402574e-05 3.6385919194728184e-05 -0.00014228551870358017 -0.00013696490319632689 1.9207042969107674e-05 5.9908831490418025e-05 -3.3738104312911649e-05 1.948226659193042e-05 -1.2870876410447726e-06 8.9310471982963289e-05 -6.9278866950361784e-05
leaf_weight=104 126 27 86 343 138 48 27 44 34 35 225 67 30 69 44 33 32 36 37 27 38 36 59 187 80 275 43 538 43 32
leaf_count=104 126 27 86 343 138 48 27 44 34 35 225 67 30 69 44 33 32 36 37 27 38 36 59 187 80 275 43 538 43 32
internal_value=0.000267662 0.00267544 -0.000172181 -0.00045186 0.00122275 0.00221127 0.003625 0.00520218 -9.63865e-05 -0.00121337 -0.00213115 0.0018 0.00386486 0.00244 -0.000283689 0.00424657 0.00545098 0.00691428 0.00022271 0.00283077 9.29502e-05 0.000923832 0.00144044 0.00210596 0.004032 -0.000282874 -0.000448076 6.08099e-05 0.00274126 0.00164
internal_weight=2943 445 2498 2087 411 273 341 172 1732 378 355 169 147 99 130 145 101 69 1354 64 1290 396 360 301 114 894 856 581 142 99
internal_count=2943 445 2498 2087 411 273 341 172 1732 378 355 169 147 99 130 145 101 69 1354 64 1290 396 360 301 114 894 856 581 142 99
cat_boundaries=0 12 13 43 61 63 66 67 68 71 72 74
cat_threshold=268566531 268435584 33562624 2048 524320 8192 0 8192 2048 8208 32768 320 17826144 16 4 4 134217728 0 0 0 0 0 32768 0 4 0 1049088 0 0 0 0 0 0 384 0 0 0 0 0 0 0 524288 8192 0 0 0 2621440 0 0 0 268566528 33554432 0 32 2097152 268435584 0 0 0 4096 128 1089858 32 4 0 524288 10 17981442 32800 1024 524288 100610 67160064 34
is_linear=0
shrinkage=0.04


Tree=524
num_leaves=31
num_cat=10
split_feature=7 4 7 4 4 0 0 0 8 9 0 0 4 5 6 4 4 9 7 0 1 0 0 0 11 0 9 4 7 0
split_gain=2.21849 1.18975 0.974039 0.455397 0.525721 0.368224 0.417868 0.296333 0.27708 0.312603 0.251996 0.378978 0.375521 0.357296 0.278155 0.302275 0.248236 0.293808 0.33211 0.263385 0.202921 0.174573 0.169938 0.16907 0.165396 0.158549 0.133153 0.125764 0.108969 0.299034
threshold=0 1104.0000000000002 1 4041470000.0000005 984745000.00000012 51.32500000000001 47.750000000000007 42.710000000000008 2 3 35.250000000000007 36.900000000000006 1.0000000180025095e-35 2.5000000000000004 4 625.00000000000011 3023950000.0000005 5 6 39.07500000000001 5.5000000000000009 22.250000000000004 47.250000000000007 33.175000000000004 7 22.250000000000004 8 1050.0000000000002 9 14.500000000000002
decision_type=9 8 9 10 10 10 8 10 9 9 10 10 10 8 9 8 8 9 9 10 8 10 10 10 9 10 9 10 9 10
left_child=1 -1 7 4 5 6 8 25 9 23 12 -12 21 27 26 -16 -3 18 19 -18 -20 28 -9 -4 -17 -2 -15 -13 29 -10
right_child=2 16 3 -5 -6 -7 -8 22 10 -11 11 13 -14 14 15 24 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.3875373875725646e-05 -9.9273785929802249e-06 -3.3242589718347903e-05 3.2737410196101507e-05 -0.0019547693854265629 6.7967327265360219e-05 -0.00014745046844034934 3.0274241441693714e-05 1.1261293388687268e-05 -6.7398869766062199e-05 3.262277998847813e-05 3.3937186753055793e-05 3.9904104945586793e-06 -0.00084501787442439887 -5.0488770515683479e-05 1.0894661459597737e-05 2.0637615673491436e-05 1.1837466048947264e-05 4.7011090922838331e-05 -1.4562940058416059e-05 7.8718718033203127e-05 2.8357044915489994e-05 -0.00014446096290969193 -0.0015088148808684023 -2.2293311516263158e-05 -3.7889229022832934e-05 -4.3813484792269631e-05 5.375467488931368e-06 0.0001039752548165671 -2.7429164931643223e-06 3.2792194405818585e-05
leaf_weight=25 60 27 116 56 34 32 63 49 40 110 93 106 49 243 34 291 39 115 94 64 27 94 25 119 142 236 136 40 301 105
leaf_count=25 60 27 116 56 34 32 63 49 40 110 93 106 49 243 34 291 39 115 94 64 27 94 25 119 142 236 136 40 301 105
internal_value=0.000411327 0.00317413 -2.16644e-05 0.000299773 0.000394601 0.000313947 0.00038022 -0.00188976 0.000279207 0.00129213 6.17201e-05 0.000423572 -0.000603391 0.000193353 -0.000122787 0.000527196 0.0026594 0.00295294 0.00180425 0.00340351 0.000272726 -0.00029575 0.000319999 0.000406503 0.000248847 -0.00250505 -0.000912821 0.0020136 3.57932e-05 0.000897435
internal_weight=2965 391 2574 2204 2148 2114 2082 370 2019 345 1674 1085 589 992 846 467 366 339 224 103 121 540 74 235 433 296 379 146 446 145
internal_count=2965 391 2574 2204 2148 2114 2082 370 2019 345 1674 1085 589 992 846 467 366 339 224 103 121 540 74 235 433 296 379 146 446 145
cat_boundaries=0 12 30 60 62 63 65 77 78 80 87
cat_threshold=268566530 268435472 33562624 10240 524288 2 33554432 8192 33556480 16 40960 8448 0 0 537133056 2883588 2 64 0 268435456 0 0 32 2097152 128 0 0 0 1073745920 384 16 8 0 0 0 0 0 0 0 0 0 4 8192 0 0 4096 0 0 0 0 128 0 4194304 0 0 16384 64 0 0 4096 0 18464 284 0 2068 131072 0 0 2048 0 0 0 0 2048 0 0 256 49156 0 18432 0 0 67108864 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=525
num_leaves=31
num_cat=9
split_feature=7 7 8 4 4 2 13 4 2 9 8 3 4 11 2 2 2 3 2 3 2 4 2 4 1 2 7 16 2 1
split_gain=1.57075 1.01664 0.88974 0.636913 0.605408 0.571622 0.816282 0.646905 0.731149 0.433593 0.456417 0.407211 0.395517 0.394244 0.337887 0.421342 0.392121 0.337269 0.3478 0.314472 0.279911 0.262874 0.344389 0.275007 0.394951 0.258554 0.249511 0.469826 0.237262 0.233014
threshold=0 1 2 4050.0000000000005 141.00000000000003 59.500000000000007 3 4350.0000000000009 147.50000000000003 4 5 2019.5000000000002 680725000.00000012 6 3.5000000000000004 15.500000000000002 104.50000000000001 1998.5000000000002 56.500000000000007 2008.5000000000002 53.500000000000007 31889.500000000004 20.500000000000004 13004860000.000002 1.5000000000000002 9.5000000000000018 7 8 17.500000000000004 5.5000000000000009
decision_type=9 9 9 8 8 10 9 10 10 9 9 10 8 9 10 10 10 10 10 10 10 8 8 8 10 10 9 1 8 10
left_child=9 3 12 -2 -4 11 -7 8 -8 -1 28 21 -3 19 -14 -16 20 18 25 26 -17 22 -6 -23 -25 -5 27 -12 -11 -28
right_child=1 2 4 17 5 6 7 -9 -10 10 13 -13 14 -15 15 16 -18 -19 -20 -21 -22 23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-3.8403895570558317e-05 5.8269904326289024e-05 -0.001981508460792905 2.2530603710785996e-05 1.4098650801489889e-06 6.5671918699164051e-08 -3.0474527177681591e-05 7.7718746006488128e-05 4.4441774178845858e-05 -1.3922524059972897e-05 -6.2828126705191033e-05 0.00019178624669520687 0.00015311495076705397 -7.2441401284923386e-07 -9.3006645780312956e-05 5.0529368118226958e-05 3.3123588061026064e-05 0.00024704459450146946 1.5968654811339256e-05 -1.820726155615418e-05 -0.00020850896467146065 -3.6375080550682549e-05 -0.0017266962141692626 3.9881554877687336e-05 9.4692962124222585e-05 -2.6500777227877097e-05 0.0001800203895733769 -3.3511031473020721e-05 -0.00010245476860512301 0.0001761655140992503 3.7283401630788599e-05
leaf_weight=124 26 25 39 36 87 124 62 26 59 37 27 57 59 182 71 137 34 59 43 36 50 40 25 95 798 59 245 78 72 75
leaf_count=124 26 25 39 36 87 124 62 26 59 37 27 57 59 182 71 137 34 59 43 36 50 40 25 95 798 59 245 78 72 75
internal_value=0.000433517 0.00104649 0.000715952 0.00353846 0.000247364 0.000107714 0.00175 0.00362025 0.00259016 -0.000974071 -0.000587157 -0.000297372 0.0024186 -0.000996943 0.00282954 0.00338566 0.0025045 0.00288889 0.00178417 -0.000347459 0.00176596 -0.000478012 0.00134513 -0.000698074 -0.000550337 0.003125 -4.69493e-05 0.00155172 0.0017 -0.000604231
internal_weight=2887 2011 1788 223 1412 1373 271 147 121 876 752 1102 376 643 351 292 221 197 138 461 187 1045 112 933 893 95 425 105 109 320
internal_count=2887 2011 1788 223 1412 1373 271 147 121 876 752 1102 376 643 351 292 221 197 138 461 187 1045 112 933 893 95 425 105 109 320
cat_boundaries=0 18 28 58 59 61 82 83 92 93
cat_threshold=16384 0 67379200 524804 2 8256 0 805437440 65536 32 32 2097216 16 0 0 0 1073746048 384 268435456 268435584 33554432 2176 524288 2 0 8192 33554432 134217744 0 2052 0 0 2147483648 0 0 2147483648 0 0 0 0 10304 512 0 0 0 0 0 2048 0 0 16777216 0 0 0 0 0 0 4096 10 0 8244 0 0 0 0 0 0 0 0 0 0 0 131072 0 512 0 0 0 0 0 0 384 32804 0 0 0 4 0 0 0 0 65536 2
is_linear=0
shrinkage=0.04


Tree=526
num_leaves=31
num_cat=11
split_feature=7 8 7 8 17 5 0 0 0 3 15 8 3 0 9 1 0 13 3 3 0 3 7 1 3 1 7 3 3 3
split_gain=1.8466 0.920109 0.82582 0.491976 0.65763 0.324208 0.307732 0.356003 0.339547 0.300533 0.283059 0.279873 0.268383 0.23728 0.298069 0.235303 0.209786 0.196609 0.219944 0.256991 0.186089 0.161241 0.202071 0.302472 0.192186 0.181705 0.170734 0.158874 0.143566 0.138866
threshold=0 1 2 3 4 1.5000000000000002 23.500000000000004 32.500000000000007 35.600000000000009 2019.5000000000002 5 6 1998.5000000000002 10.500000000000002 7 4.5000000000000009 40.250000000000007 8 2008.5000000000002 2015.5000000000002 40.250000000000007 2001.5000000000002 9 5.5000000000000009 2014.5000000000002 5.5000000000000009 10 2001.5000000000002 2021.5000000000002 1998.5000000000002
decision_type=9 9 9 9 9 8 10 10 10 10 9 9 10 10 9 10 10 9 10 10 10 8 9 10 10 10 9 10 10 10
left_child=6 -2 13 5 15 -4 -1 -8 -9 10 17 27 16 -3 -15 -5 -13 21 20 -20 29 -6 25 24 26 -23 -24 -7 -11 -19
right_child=1 2 3 4 9 11 7 8 -10 28 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.6012037199965947e-05 -4.9029451364790217e-05 2.1590399714278801e-05 9.5728346001541223e-05 3.5309584949984341e-05 -0.0001844539542878864 -1.2785346982865719e-05 2.6842284101704718e-05 -0.00015076599861494849 3.6419997053497841e-05 5.6854916561249073e-05 -3.8421360912579415e-05 0.00016573813502751423 -0.00038896631565663405 -2.49226459610187e-05 -6.4603504345602599e-05 3.3697260111873154e-05 4.8508200558940756e-05 3.1297473669974285e-05 -0.00015658652710118299 6.8294096391252051e-06 -0.00044668334087495448 -0.0020094980180738252 -3.5732521625723812e-05 -2.5796954229571602e-05 -1.8271345382707404e-05 4.2726617170747285e-05 2.4337942086960557e-05 3.5641104507931517e-05 -9.536043312551902e-05 7.2736755157455573e-05
leaf_weight=36 121 27 49 38 38 75 45 30 285 33 408 62 27 187 152 125 51 335 33 31 46 104 126 92 27 43 200 25 27 49
leaf_count=36 121 27 49 38 38 75 45 30 285 33 408 62 27 187 152 125 51 335 33 31 46 104 126 92 27 43 200 25 27 49
internal_value=0.000290983 -0.000111724 6.60874e-05 0.000381508 0.000124574 0.00188 0.00279115 0.0032133 0.00272152 -0.000129758 -0.000240053 0.0013278 0.00238411 -0.00165517 -0.00198824 0.00245977 0.00340351 9.1629e-05 0.000681187 -0.00147692 0.00102088 -0.000374416 -0.000215853 0.000219297 0.000757061 -0.00144304 0.00102752 -0.000360361 0.00262295 0.00130909
internal_weight=2927 2531 2410 2044 1755 289 396 360 315 1592 1532 240 140 366 339 163 113 1124 494 64 430 630 592 445 353 147 326 100 60 384
internal_count=2927 2531 2410 2044 1755 289 396 360 315 1592 1532 240 140 366 339 163 113 1124 494 64 430 630 592 445 353 147 326 100 60 384
cat_boundaries=0 17 46 64 87 88 89 96 98 99 107 114
cat_threshold=268566528 268435584 33554432 8192 524320 134217728 4194304 8192 2048 134225936 8192 0 0 0 0 0 16 268435472 0 0 0 1073741824 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 2147483648 524288 0 8 0 32768 0 0 128 0 16 0 0 2 64 0 268435456 65536 32 0 2097408 16 0 0 0 4224 384 0 4 4 0 0 1 262144 0 1 32768 0 0 8192 512 0 0 0 0 4096 0 0 0 4194304 7 2348810240 0 0 4 0 0 1 262144 0 2048 2 0 0 0 4 0 0 0 537001984 2 0 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=527
num_leaves=31
num_cat=11
split_feature=7 12 9 0 7 12 8 7 0 4 2 0 12 4 8 2 7 0 2 2 5 2 12 2 4 2 2 2 0 2
split_gain=1.89835 1.05926 1.00466 1.44751 0.957074 0.579532 0.677492 0.544749 0.506438 0.427272 0.636566 0.477395 0.366073 0.367178 0.348781 0.348754 0.379216 0.398205 0.341085 0.331692 0.317324 0.601575 0.377955 0.41881 0.309005 0.303918 0.291098 0.245239 0.219481 0.221632
threshold=0 1 2 36.400000000000006 3 4 5 6 35.250000000000007 1868495000.0000002 229.00000000000003 40.675000000000004 7 21074995000.000004 8 1.5000000000000002 9 36.900000000000006 56.500000000000007 101.50000000000001 5.5000000000000009 8.5000000000000018 10 99.000000000000014 6789.5000000000009 3.5000000000000004 72.500000000000014 22.500000000000004 40.250000000000007 63.500000000000007
decision_type=9 9 9 10 9 9 9 9 8 10 10 10 9 8 9 8 9 10 10 10 8 10 9 10 10 8 8 10 10 10
left_child=1 -1 3 -3 -2 19 7 -7 -8 10 11 18 13 -9 -10 -16 27 -18 -4 -6 21 -19 23 25 -23 -22 -14 -17 29 -24
right_child=4 2 9 -5 5 6 8 12 14 -11 -12 -13 26 -15 15 16 17 20 -20 -21 22 24 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.4243046214580344e-06 -0.00031354329349638502 0.0007701058577670954 2.3113889732939848e-05 -0.00096137768284953627 -2.6658011879885359e-05 -2.1118763997782154e-06 -0.00035221330445792316 3.8739479545706553e-05 -6.6554242382835862e-05 9.2782982487337059e-05 0.00019723235523442625 -0.00022500552989816391 7.0550339340143747e-05 -9.0401778221270605e-06 -0.00026094447145431627 -1.2036628801155302e-05 0.00011785097349548055 3.3357061362777401e-05 2.6260538735795449e-05 1.2822655171349522e-05 0.00088527829379544737 -2.8966526743496392e-05 3.3491965107786692e-06 3.9297993997675266e-05 5.6791783250635823e-05 4.5729520643004321e-07 0.00012628476058837798 9.0396814163413957e-07 -0.00031449142200885459 -0.00026432057100076069
leaf_weight=103 213 31 146 86 384 255 163 25 107 33 36 30 125 125 29 64 73 43 41 48 28 85 144 29 36 282 30 44 59 25
leaf_count=103 213 31 146 86 384 255 163 25 107 33 36 30 125 125 29 64 73 43 41 48 28 85 144 29 36 282 30 44 59 25
internal_value=0.0002299 0.0024294 0.00335266 9.37491e-05 -0.000240627 1.26458e-05 0.000334455 0.0014711 -0.000199674 0.004633 0.00420472 0.0033578 0.00259494 0.000993788 0.00012202 0.000373949 0.000516976 0.000814723 0.00410638 -0.00128217 0.000540983 0.00208485 9.15483e-05 0.000925713 0.00062295 0.000514469 0.0039759 -0.00161345 -0.00113808 -0.00044706
internal_weight=2922 506 403 117 2416 2203 1771 560 1211 286 253 217 305 150 1048 941 912 804 187 432 731 164 567 339 121 310 155 108 228 169
internal_count=2922 506 403 117 2416 2203 1771 560 1211 286 253 217 305 150 1048 941 912 804 187 432 731 164 567 339 121 310 155 108 228 169
cat_boundaries=0 17 18 20 38 40 63 78 79 103 120 121
cat_threshold=268566528 144 8192 0 524320 134217728 33554432 536879104 33556480 134217760 8192 8320 67108880 0 0 0 128 68288800 0 20500 0 1 537919488 512 0 64 0 0 0 9216 32 256 128 268435456 0 32 0 256 9216 34 0 2048 0 134217728 0 1 0 0 0 0 0 0 10240 512 0 0 0 0 0 0 128 0 16777216 0 0 0 0 0 0 0 131072 65536 0 0 0 0 0 67108864 18022434 268435456 0 0 0 0 0 0 2147483648 0 0 0 2048 0 0 0 0 0 0 4096 0 256 0 0 8 0 0 0 2099200 0 0 131072 0 0 0 0 0 0 0 0 0 4096 67307554
is_linear=0
shrinkage=0.04


Tree=528
num_leaves=31
num_cat=14
split_feature=7 8 4 8 10 0 0 1 4 0 3 0 7 0 4 9 13 6 3 11 6 3 7 7 4 3 4 13 8 0
split_gain=1.5507 0.968771 1.03676 0.655901 0.679661 0.431656 0.896635 0.89023 0.41653 0.377484 0.507504 0.367165 0.270757 0.225711 0.330182 0.278992 0.25635 0.397588 0.29552 0.266901 0.252923 0.257163 0.222458 0.217507 0.157587 0.146496 0.203034 0.139616 0.178401 0.210953
threshold=0 1 152.50000000000003 2 3 35.600000000000009 36.900000000000006 3.5000000000000004 12093950000.000002 21.500000000000004 2003.5000000000002 10.500000000000002 4 39.07500000000001 81348.500000000015 5 6 7 2020.5000000000002 8 9 2002.5000000000002 10 11 963180000.00000012 2004.5000000000002 1188.0000000000002 12 13 39.07500000000001
decision_type=9 9 8 9 9 10 10 10 8 10 10 10 9 10 10 9 9 9 8 9 9 10 9 9 8 10 10 9 9 10
left_child=23 8 -3 -4 -5 7 -7 11 -2 -10 -11 -6 -8 -14 15 -15 17 18 -17 20 21 -18 -9 -1 -25 26 -22 -26 29 -29
right_child=1 2 3 4 5 6 12 22 9 10 -12 -13 13 14 -16 16 19 -19 -20 -21 25 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=-7.5222816085844632e-05 -2.1266086372933804e-06 2.5288300107220137e-05 -0.00030018406542339315 -0.0003224214699950446 5.5631293310236711e-06 0.0012325263257261404 -1.0192124123232614e-05 3.1479839062238289e-06 0.00010711373089192782 1.9086106463138052e-05 0.00016343994038706068 2.7287149886456411e-05 -0.0014343006754853503 -1.8357584340773932e-06 -5.9265614013847331e-05 8.4958702741015928e-05 1.3990478291749436e-05 -2.9423074783343241e-05 4.2035380763817918e-06 0.00013415490532505469 2.5283048828926926e-05 -0.0013979782805128458 -0.00021427874080361516 -0.00019283746532475853 -9.3599678940247416e-05 8.262214929323005e-05 0.0005614954943419972 0.00017196826027669862 -2.5518740098051748e-06 5.0759822346334222e-06
leaf_weight=203 43 50 112 174 46 48 102 126 37 162 25 33 25 150 30 55 89 117 75 132 124 33 162 42 248 45 25 35 302 85
leaf_count=203 43 50 112 174 46 48 102 126 37 162 25 33 25 150 30 55 89 117 75 132 124 33 162 42 248 45 25 35 302 85
internal_value=0.000388282 0.00100443 0.000650793 0.000485915 0.000696628 0.000988795 0.00140818 -0.000184784 0.00320863 0.00401778 0.00325532 0.00355 0.00114855 0.00136114 0.00148402 0.0016312 0.00195467 0.000821705 0.0022695 0.00254466 0.00176147 0.000240601 -0.00121799 -0.000971923 -0.000619641 0.00265366 0.00216 -0.000476901 -1.84767e-05 0.00122137
internal_weight=2935 2020 1753 1703 1591 1417 1050 367 267 224 187 79 1002 900 875 845 695 247 130 448 316 122 288 915 712 194 149 670 422 120
internal_count=2935 2020 1753 1703 1591 1417 1050 367 267 224 187 79 1002 900 875 845 695 247 130 448 316 122 288 915 712 194 149 670 422 120
cat_boundaries=0 18 47 74 75 92 94 95 96 98 99 106 124 125 155
cat_threshold=2 268435472 604250112 524800 2 64 0 805437440 33619968 8208 32 128 268435600 0 67108864 32 4096 256 0 0 4 0 0 0 0 2147483648 1 0 0 0 2048 512 0 0 0 0 33554432 0 128 0 4194304 0 0 1073741824 64 0 524288 1342177280 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 4096 0 0 0 0 0 0 16384 4 17 0 0 0 2099204 0 0 0 0 0 32 0 0 0 0 0 0 1073741824 0 16528 4 326 4 1536 78 131072 0 0 0 0 0 131072 0 268435472 604241920 512 0 0 0 268435456 33554432 0 32 0 268435456 0 0 0 0 256 2 0 0 0 0 0 0 0 0 0 0 0 131072 0 512 0 4096 0 0 0 0 256 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=529
num_leaves=31
num_cat=10
split_feature=7 12 12 3 11 2 9 2 0 2 8 3 2 7 18 2 12 0 7 2 2 0 2 0 3 2 0 2 2 2
split_gain=1.81426 1.10255 0.645944 0.605567 0.896814 0.596548 0.536534 0.601428 0.619748 0.523767 0.424105 0.372531 0.358933 0.453742 0.562541 0.511815 0.483383 0.328891 0.3138 0.306289 0.302097 0.259653 0.239293 0.235818 0.50298 0.63275 0.419352 0.298728 0.240634 0.515742
threshold=0 1 2 2005.5000000000002 3 22.500000000000004 4 73.500000000000014 39.07500000000001 253.50000000000003 5 2001.5000000000002 1.5000000000000002 6 7 13.500000000000002 8 30.500000000000004 9 14.500000000000002 155.00000000000003 32.500000000000007 5.5000000000000009 40.250000000000007 2018.5000000000002 12.500000000000002 46.250000000000007 22.500000000000004 18.500000000000004 20.500000000000004
decision_type=9 9 9 10 9 8 9 10 10 10 9 8 8 9 9 10 9 8 9 8 10 10 10 10 8 10 10 10 10 10
left_child=1 22 10 4 -3 -6 17 11 -9 21 -2 -8 -13 15 -15 -14 -16 -4 -12 -19 -10 -7 -1 24 25 -20 27 -25 -26 -30
right_child=2 3 6 -5 5 9 7 8 20 -11 18 12 13 14 16 -17 -18 19 23 -21 -22 -23 -24 26 28 -27 -28 -29 29 -31
leaf_value=2.8063883738933025e-06 1.2028799103108756e-05 6.6725654572769315e-05 9.699778428607572e-05 -6.0424149328039144e-07 -3.1298366695558866e-06 0.00051683120187146446 0.0011403469299749122 2.040664487661337e-05 6.3527769560649705e-05 -0.0005398781827022183 -0.00012455251164544988 2.8386880830685475e-05 7.4381951276379803e-05 3.506891985029085e-05 -1.4864575849831257e-06 3.9356386779563639e-05 -3.8842414616497038e-05 -9.1947103494986985e-07 0.00040562256534465229 -0.00020186360323405214 4.5414495651912027e-05 8.8661850033347486e-05 -0.00037202420694832468 2.9065132078635333e-06 -0.00015980434927298696 -4.7589944974308196e-05 -0.00011599965951393444 8.475464449285597e-05 0.00018720524171656435 -2.2229960903632278e-05
leaf_weight=26 139 135 47 79 82 55 26 84 43 29 248 40 46 54 353 131 165 85 38 160 30 73 91 51 253 97 46 28 29 179
leaf_count=26 139 135 47 79 82 55 26 84 43 29 248 40 46 54 353 131 165 85 38 160 30 73 91 51 253 97 46 28 29 179
internal_value=0.000269112 0.00227194 -0.00022157 0.00316379 0.003904 0.002096 0.000395293 0.000846388 0.00311392 0.00362025 -0.000922253 0.000416666 0.000258227 5.86657e-05 -0.000493998 0.00176596 -0.000909442 -0.00108251 -0.00122041 -0.00170732 0.00578378 0.00471318 -0.00115625 -0.000770493 -0.00111223 0.00102941 0.00079365 0.00255 -0.00174026 -0.000727274
internal_weight=2942 570 2372 453 374 239 1264 972 157 157 1108 815 789 749 572 177 518 292 969 245 73 128 117 721 596 135 125 79 461 208
internal_count=2942 570 2372 453 374 239 1264 972 157 157 1108 815 789 749 572 177 518 292 969 245 73 128 117 721 596 135 125 79 461 208
cat_boundaries=0 17 18 20 21 23 49 66 67 68 85
cat_threshold=268582913 268435457 1644175360 10244 0 134225920 33554432 0 33556480 402653200 8192 384 16 0 0 0 128 17957952 67243042 32 4 256 24596 0 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 4096 0 256 0 0 0 0 16384 0 0 0 0 0 0 131072 536870912 65536 0 0 0 0 0 0 0 4096 4 16900096 0 0 67108864 0 2 0 0 537001984 65536 0 32 0 0 268435456 0 0 16
is_linear=0
shrinkage=0.04


Tree=530
num_leaves=31
num_cat=11
split_feature=7 12 2 7 12 2 2 11 2 12 12 4 0 12 3 2 7 2 4 2 12 2 2 0 2 0 3 3 12 0
split_gain=1.66669 1.06345 0.86768 0.743392 0.680307 0.587084 0.722352 0.389202 0.737506 0.509366 0.506584 0.430049 0.390026 0.481985 0.385394 0.316047 0.310477 0.30455 0.281075 0.331775 0.331005 0.432241 0.254163 0.285699 0.244035 0.241716 0.238413 0.291958 0.247515 0.200947
threshold=0 1 5.5000000000000009 2 3 94.500000000000014 46.500000000000007 4 72.500000000000014 5 6 120418.00000000001 44.07500000000001 7 1996.5000000000002 86.500000000000014 8 104.50000000000001 575.00000000000011 4.5000000000000009 9 42.500000000000007 151.50000000000003 16.750000000000004 17.500000000000004 18.500000000000004 2018.5000000000002 2012.5000000000002 10 40.250000000000007
decision_type=9 9 10 9 9 10 8 9 8 9 9 8 10 9 8 10 9 10 10 10 9 10 8 10 10 10 10 10 9 10
left_child=1 5 -3 4 16 6 -1 8 9 18 15 -9 13 -13 -11 -10 25 -17 19 -5 -21 -22 23 -12 -14 -2 27 28 -16 -4
right_child=3 2 29 7 -6 -7 -8 11 10 14 22 12 24 -15 26 17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8664493607629774e-05 -2.8198533099252781e-05 9.2442462132427737e-05 5.4043023880555085e-06 -2.7000689587991651e-05 -8.7562290705706441e-05 0.00021061716110861995 -0.00013514634411880723 3.4607000442782139e-05 0.00014091906862904706 0.00022720456117627017 -3.260491586516423e-06 -5.5356858158112175e-05 -3.6301855466547296e-06 3.0425417625792932e-06 -0.000385013003675893 3.3253818024305386e-06 -1.0427374395782152e-05 8.5596678014194795e-05 5.3719123822388268e-05 4.4964005857985943e-05 3.7461685273393307e-05 -1.5936289367363121e-05 -4.06837785710343e-05 7.9452931788192161e-05 0.00017236483137715946 0.00064772582657195382 1.2453404055866742e-05 -0.00020695502656358153 -2.9737565078594472e-06 -0.00028991924624670806
leaf_weight=57 61 31 174 75 271 31 26 45 49 29 35 210 33 186 102 30 153 33 25 103 205 64 49 43 27 58 52 41 624 31
leaf_count=57 61 31 174 75 271 31 26 45 49 29 35 210 33 186 102 30 153 33 25 103 205 64 49 43 27 58 52 41 624 31
internal_value=0.000334461 0.00288089 0.00119838 -1.98938e-05 -0.0013213 0.005952 0.00461905 0.000328343 0.000639489 0.00027252 0.00268333 -0.000632813 -0.00101532 -0.00147103 -0.000316648 0.0044878 0.000113073 0.0029375 0.00130849 0.00109821 0.00158713 0.000728571 0.000666666 0.00212658 0.00196721 0.00156923 -0.000482928 -0.000661459 -0.000473178 0.000291261
internal_weight=2953 350 236 2603 543 114 83 2060 1559 1320 239 501 456 396 848 112 272 63 472 447 372 269 127 78 60 119 819 767 726 205
internal_count=2953 350 236 2603 543 114 83 2060 1559 1320 239 501 456 396 848 112 272 63 472 447 372 269 127 78 60 119 819 767 726 205
cat_boundaries=0 17 18 36 37 40 42 43 45 54 55 57
cat_threshold=268451841 268435584 33554432 0 0 134217730 0 8192 2048 134217728 40960 256 16 0 0 0 128 133186 131072 17 603979776 2883588 0 64 0 268435456 65536 1024 32 0 0 0 0 32 1073745920 256 17910082 67141668 1024 524288 83962880 32 33090 67177506 34 0 0 67108864 4 0 0 0 0 65536 83888128 1048832 2
is_linear=0
shrinkage=0.04


Tree=531
num_leaves=31
num_cat=12
split_feature=7 7 9 12 3 6 3 5 4 12 7 12 3 3 0 4 9 11 6 12 0 5 3 0 0 3 0 0 0 0
split_gain=1.31695 0.830733 0.474947 0.749216 0.55189 0.723726 0.456161 0.422495 0.39449 0.393984 0.423527 0.345757 0.512878 0.335625 0.469675 0.381121 0.319371 0.359282 0.314362 0.294718 0.285448 0.255794 0.254602 0.231771 0.230411 0.216162 0.208744 0.16157 0.510365 0.160581
threshold=0 1 2 3 2010.5000000000002 4 2012.5000000000002 2.5000000000000004 680725000.00000012 5 6 7 2017.5000000000002 1980.5000000000002 39.07500000000001 16472860000.000002 8 9 10 11 44.07500000000001 5.5000000000000009 1999.5000000000002 29.500000000000004 33.175000000000004 2009.5000000000002 35.600000000000009 40.250000000000007 46.250000000000007 23.500000000000004
decision_type=9 9 9 9 10 9 10 8 10 9 9 9 8 10 10 8 9 9 9 9 10 8 10 10 10 8 10 10 10 10
left_child=9 6 11 -4 5 -5 13 -7 -9 20 29 18 -13 15 -15 -2 17 19 -3 23 -1 -18 24 -14 -12 -20 -19 -27 -29 -11
right_child=1 2 3 4 -6 7 -8 8 -10 10 22 12 16 14 -16 -17 21 26 25 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0001094527544383921 0.00017711327387863118 6.7634362897785468e-05 -7.3526975381984531e-05 -1.0999214871532104e-05 4.4237242026477923e-05 0.00095921197718044319 -0.00010601012072120484 2.5994906975245442e-05 7.7267036453718154e-05 3.6175128513633585e-05 -0.00014717787195606943 -3.1256650016586069e-05 6.5133639117293066e-05 7.4556702226457299e-06 6.460199330273813e-05 1.1458260985129446e-05 2.3451449228341385e-05 -2.5688820795957682e-05 1.4526169492751204e-05 5.6217576216171776e-05 5.5159132204348609e-06 -7.5691062341543363e-05 0.00035138540658881775 0.00071122858596923434 -0.00035263203963891077 -3.0603637885919512e-05 1.7289757583283297e-05 8.4839245672931683e-05 -9.8348329848866266e-05 1.717813768317531e-05
leaf_weight=289 41 109 101 107 55 26 34 107 40 42 63 89 71 29 46 130 83 45 88 140 31 104 26 54 108 551 120 59 42 72
leaf_count=289 41 109 101 107 55 26 34 107 40 42 63 89 71 29 46 130 83 45 88 140 31 104 26 54 108 551 120 59 42 72
internal_value=0.000162589 0.000611743 0.000317681 0.00146756 0.00236994 0.00170818 0.00261168 0.00319565 0.00251351 -0.00143925 -0.000385094 -1.27723e-05 0.000635982 0.00330364 0.00552631 0.00230232 0.00105502 0.00163265 -0.000553489 0.00253623 -0.00241692 -0.000343435 -0.00148077 0.00397059 -0.00211628 -0.000852198 0.000113635 -0.00111486 0.00035294 0.001472
internal_weight=2902 2271 1991 436 335 280 280 173 147 631 311 1555 706 246 75 171 617 430 849 265 320 187 197 125 171 740 165 652 101 114
internal_count=2902 2271 1991 436 335 280 280 173 147 631 311 1555 706 246 75 171 617 430 849 265 320 187 197 125 171 740 165 652 101 114
cat_boundaries=0 18 29 31 32 33 35 52 54 56 57 58 59
cat_threshold=0 17 605028352 2884100 32 2048 0 805306368 65536 0 32 0 144 0 0 32 1073741840 384 268435456 128 33554432 0 0 134225986 33554432 8192 2048 134217744 32768 1 22672 1182016 22 16950336 34 0 0 67108864 4 32 0 0 536870912 0 0 0 0 0 0 0 0 16 66850 34 0 2048 16420 80 16812096
is_linear=0
shrinkage=0.04


Tree=532
num_leaves=31
num_cat=11
split_feature=7 8 2 2 12 12 2 2 6 2 1 2 8 2 11 2 7 12 2 2 2 12 2 6 3 1 0 0 2 3
split_gain=1.52512 1.38303 1.10437 0.95096 0.808356 0.667411 0.503433 0.563797 0.477136 0.515674 0.726364 0.447462 0.409775 0.383762 0.355038 0.57094 0.352996 0.322894 0.395659 0.320005 0.307843 0.27442 0.287252 0.272291 0.264452 0.259822 0.2524 0.244397 0.238661 0.236364
threshold=0 1 29.500000000000004 18.500000000000004 2 3 16.500000000000004 22.500000000000004 4 50.500000000000007 2.5000000000000004 61.500000000000007 5 9.5000000000000018 6 104.50000000000001 7 8 89.500000000000014 595.00000000000011 49.500000000000007 9 55.500000000000007 10 2002.5000000000002 5.5000000000000009 35.850000000000009 39.07500000000001 151.50000000000003 2019.5000000000002
decision_type=9 9 8 10 9 9 10 10 9 8 10 10 9 10 9 10 9 9 10 10 10 9 10 9 10 10 10 10 8 8
left_child=16 3 4 -2 12 8 23 -8 19 26 -11 -12 13 -3 15 -7 -1 18 -18 28 -5 22 -16 24 -6 -25 -10 -24 -4 -19
right_child=1 2 5 20 6 14 7 -9 9 10 11 -13 -14 -15 21 -17 17 29 -20 -21 -22 -23 27 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00027672050248507654 2.0345512247111467e-05 1.7795409813383131e-05 2.4948257345496769e-05 0.00015813026923216391 2.3900820481435321e-05 -9.5334713465146397e-05 -0.0012203970668577468 4.5135828716709426e-05 4.6997437608629208e-05 0.00071474276662357255 -0.00034527850924330776 2.3347573431702033e-05 -9.887489392880388e-05 -0.00019492749097238253 7.8431309100287949e-07 0.00020457879361895852 1.3159731459667449e-05 -0.0002289105762129056 -0.00020493705804992737 3.355117888817013e-05 4.9047042400879865e-05 -1.2947125996649022e-05 -1.4959482189403631e-07 -4.6889360832619812e-06 4.0887188320067484e-05 1.2809496922695923e-05 0.00023855628114844847 8.8936083881045275e-05 -0.00042316887163881318 -1.4857022390443854e-05
leaf_weight=109 139 40 83 32 103 90 76 45 49 38 34 84 492 67 94 26 221 56 31 27 35 135 30 139 30 37 25 98 47 471
leaf_count=109 139 40 83 32 103 90 76 45 49 38 34 84 492 67 94 26 221 56 31 27 35 135 30 139 30 37 25 98 47 471
internal_value=0.000143431 0.000731243 0.000381052 0.00376037 -0.000500972 0.00144018 0.000816326 -0.00134426 0.00264322 0.00381743 0.00264968 0.00107563 -0.00143607 0.00077966 0.000388429 -0.00144882 -0.00123693 -0.00090633 0.000273763 0.000785713 0.00782353 0.00101087 0.00185408 0.00169032 0.00297222 0.000513368 0.00672 0.00316279 -9.46394e-10 -0.00146468
internal_weight=2983 2095 1889 206 1029 860 430 121 387 230 156 118 599 107 473 116 888 779 252 157 67 357 222 309 133 176 74 128 130 527
internal_count=2983 2095 1889 206 1029 860 430 121 387 230 156 118 599 107 473 116 888 779 252 157 67 357 222 309 133 176 74 128 130 527
cat_boundaries=0 18 48 50 52 53 76 79 97 99 100 101
cat_threshold=131073 17 1677729792 788992 2 0 0 268566528 65536 1056 8192 2097408 0 0 67108864 32 4096 384 0 2048 0 0 0 0 0 0 0 0 0 4 8256 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 4096 16813314 34 17008896 34 262 0 8 0 0 0 1 262144 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 32 1024 524288 0 0 8192 262656 0 0 0 0 0 1024 0 2097408 0 0 0 32 0 384 1057026 2 8258 134
is_linear=0
shrinkage=0.04


Tree=533
num_leaves=31
num_cat=12
split_feature=8 8 3 12 1 2 2 11 2 12 1 6 3 2 6 9 2 4 2 6 6 2 2 2 6 9 2 2 2 1
split_gain=1.57771 0.717502 0.481354 0.443475 0.631918 0.440033 0.343453 0.480884 0.465044 0.436079 0.691521 0.431808 0.388768 0.324025 0.401591 0.423386 0.427795 0.308738 0.50354 0.296313 0.269419 0.305088 0.260818 0.25818 0.250191 0.444581 0.519995 0.302568 0.239432 0.257998
threshold=0 1 2012.5000000000002 2 4.5000000000000009 34.500000000000007 65.500000000000014 3 86.500000000000014 4 5.5000000000000009 5 1994.5000000000002 11.500000000000002 6 7 4.5000000000000009 1642125000.0000002 4.5000000000000009 8 9 42.500000000000007 10.500000000000002 15.500000000000002 10 11 40.500000000000007 8.5000000000000018 14.500000000000002 4.5000000000000009
decision_type=9 9 10 9 10 10 10 9 10 9 10 9 10 10 9 9 10 8 10 9 9 10 8 8 9 9 8 10 10 10
left_child=-1 2 3 4 -2 -6 7 19 12 13 24 -10 -8 14 -9 22 -17 -5 -19 -3 -15 28 -16 -12 -11 -26 27 -27 -22 -30
right_child=1 6 -4 17 5 -7 8 9 11 10 23 -13 -14 20 15 16 -18 18 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-2.8691083001104542e-05 -2.9533033422168601e-05 -3.5112887088928348e-06 -0.00074013721638295689 -0.00016741571906699315 6.5068408216700725e-05 0.00018317883591236853 3.9818580441969348e-05 2.8673170482730206e-05 -2.0152728272811902e-05 -6.2965930844387918e-06 0.00011040022271625798 1.7055145110532868e-05 5.0323327236718658e-05 -0.00016704845995351637 -0.00020552542890762873 -0.00011149048219983059 2.1786985082659169e-05 0.00036823322231976647 1.2208589131308344e-05 -0.00037633454105795531 -0.0005374426180325963 -0.00020459427856610269 8.3253985370116459e-06 4.2006670129604305e-05 -6.4426731369749994e-06 5.9601751708736006e-06 -0.0017195819826833908 0.00048887623651817556 -0.00020666971309239797 2.9959535351665944e-05
leaf_weight=426 25 105 31 28 51 41 85 115 151 286 56 129 27 143 81 51 79 45 185 101 35 82 34 36 127 51 34 80 31 206
leaf_count=426 25 105 31 28 51 41 85 115 151 286 56 129 27 143 81 51 79 45 185 101 35 82 34 36 127 51 34 80 31 206
internal_value=0.000152805 0.000533437 0.00205276 0.0025 0.00446875 0.00636559 0.000234081 -6.92137e-06 0.0013028 0.000241872 0.000998531 0.000427045 0.00346903 -0.00035484 0.000554016 -0.000390626 0.00113475 0.00136803 0.00190476 -0.00176959 -0.00102008 -0.000372604 -0.00206349 0.00421505 0.000497408 0.00129373 0.00261364 0.00390909 0.000263735 0.000722688
internal_weight=2957 2531 406 375 117 92 2125 1733 392 1527 670 280 112 857 360 245 130 258 230 206 497 354 115 92 578 292 165 131 272 237
internal_count=2957 2531 406 375 117 92 2125 1733 392 1527 670 280 112 857 360 245 130 258 230 206 497 354 115 92 578 292 165 131 272 237
cat_boundaries=0 29 59 61 64 66 67 68 70 71 72 73 75
cat_threshold=268435472 8 4 0 0 0 0 0 1 0 0 0 10240 0 0 4096 0 0 0 10240 2147483648 0 4194304 8 0 0 4 0 128 0 2052 0 0 2147483648 0 0 0 0 32768 0 2048 0 512 268435456 0 0 0 0 0 128 0 0 0 0 1073774592 64 0 0 4096 75840 32 16384 2147484672 524288 108896 32 264 10 0 2048 268 212 76 0 20500
is_linear=0
shrinkage=0.04


Tree=534
num_leaves=31
num_cat=10
split_feature=8 3 9 12 4 8 12 0 12 3 0 0 0 18 4 0 0 4 4 9 6 12 0 0 3 3 3 3 0 4
split_gain=1.03119 1.58565 0.604587 0.846581 0.818348 0.596116 0.379121 0.377561 0.534062 0.369951 0.412651 0.321156 0.316558 0.32494 0.291885 0.280578 0.264045 0.257514 0.357918 0.343151 0.267432 0.452325 0.366542 0.247006 0.23306 0.344845 0.225796 0.224481 0.189536 0.221369
threshold=0 2013.5000000000002 1 2 1642125000.0000002 3 4 10.500000000000002 5 2021.5000000000002 35.250000000000007 40.250000000000007 42.250000000000007 6 6050.0000000000009 31.500000000000004 38.20000000000001 55.000000000000007 6789.5000000000009 7 8 9 18.500000000000004 39.07500000000001 2011.5000000000002 2001.5000000000002 2017.5000000000002 2017.5000000000002 39.07500000000001 30474295000.000004
decision_type=9 8 9 9 10 9 9 8 9 8 8 10 10 9 8 10 10 10 10 9 9 9 10 10 8 10 8 8 10 8
left_child=1 -1 3 -3 14 6 -2 -7 9 -9 -11 -12 17 -14 -4 -8 -5 19 -19 27 21 22 -21 -16 25 -22 -26 -10 -17 -30
right_child=5 2 4 16 -6 7 15 8 12 10 11 -13 13 -15 23 28 -18 18 -20 20 24 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=5.7684672159300609e-05 -7.6944041775655025e-05 -0.0003493310065967534 -0.00011455700186176193 0.00015086055209597725 0.00033089005967051037 -2.8710764277178614e-05 1.0844431063636395e-05 8.1953772842177193e-06 -0.00021534612588112556 2.5107603883576038e-06 -0.00018483607589955486 1.131302638831446e-05 4.6035807669244557e-05 -8.5786487689051315e-05 -0.0011615768208927467 -0.00014593831800485064 4.1112400597073829e-06 -0.000108707554049583 2.4870843293268411e-05 9.9205118218642418e-05 0.00010643266505599557 -2.5212029416920826e-05 3.7515959108003258e-06 3.2173989831702875e-05 0.00047876813907131433 -3.1006758364902845e-05 0.00011362067073041321 1.667209774719906e-06 -0.00039205882023955838 5.9463351555464954e-06
leaf_weight=79 118 118 25 25 27 120 73 154 50 222 271 71 29 114 28 39 129 85 44 106 32 148 120 131 25 29 208 199 28 108
leaf_count=79 118 118 25 25 27 120 73 154 50 222 271 71 29 114 28 39 129 85 44 106 32 148 120 131 25 29 208 199 28 108
internal_value=0.000277401 0.00180105 0.000966941 -0.000310955 0.0025045 -8.81873e-05 -0.00154907 0.000182531 0.000320754 -0.000537724 -0.00101947 -0.00188921 0.000836666 -0.000916668 0.00164324 -0.000586874 0.0016 0.001085 -0.000584616 0.00132026 0.00177909 0.000997402 0.00209283 0.002275 0.00270164 0.000580644 0.00336752 1.53837e-05 -0.00147727 -0.000759125
internal_weight=2955 562 483 272 211 2393 366 2027 1907 718 564 342 1189 143 184 248 154 1046 129 917 668 374 226 159 294 61 233 249 175 136
internal_count=2955 562 483 272 211 2393 366 2027 1907 718 564 342 1189 143 184 248 154 1046 129 917 668 374 226 159 294 61 233 249 175 136
cat_boundaries=0 30 32 33 63 64 66 67 69 70 71
cat_threshold=1073741824 2050 4 134217728 8192 0 0 0 1 32768 0 2052 64 1536 0 0 0 0 33558528 2048 256 0 0 0 0 1073741824 64 0 0 4096 0 10272 196866 268435456 8 0 0 2147483648 0 0 0 0 0 0 33554432 0 1048576 0 4096 0 0 0 0 2147483648 0 4194304 8 0 49152 4 0 524288 8192 1148224 16813088 34 4 1 20528 92 68231170
is_linear=0
shrinkage=0.04


Tree=535
num_leaves=31
num_cat=8
split_feature=12 11 2 2 0 2 1 6 2 11 0 0 4 14 4 2 2 2 0 2 2 2 6 2 2 9 11 2 2 2
split_gain=0.730767 0.799619 0.534816 0.72773 0.472062 0.542794 0.484058 0.568118 0.440568 0.316557 0.29406 0.485472 0.242249 0.334855 0.520904 0.249796 0.240118 0.222172 0.300227 0.23057 0.219373 0.176861 0.175141 0.361448 0.34166 0.340313 0.393073 0.310211 0.350403 0.348876
threshold=0 1 3.5000000000000004 6.5000000000000009 40.250000000000007 131.00000000000003 5.5000000000000009 2 65.500000000000014 3 39.07500000000001 21.500000000000004 10087555000.000002 4 2114435000.0000002 1150.0000000000002 17.500000000000004 39.500000000000007 32.500000000000007 29.500000000000004 40.500000000000007 48.500000000000007 5 14.500000000000002 48.500000000000007 6 7 69.500000000000014 79.500000000000014 95.500000000000014
decision_type=9 9 10 10 10 10 10 9 10 9 10 10 10 9 8 8 10 10 8 10 8 10 9 10 10 9 9 10 10 10
left_child=1 2 -1 -4 5 6 7 16 17 -2 11 -10 13 15 -15 22 -5 18 19 -3 -16 -9 23 -11 25 26 -24 -26 -29 -30
right_child=9 8 3 4 -6 -7 -8 21 10 12 -12 -13 -14 14 20 -17 -18 -19 -20 -21 -22 -23 24 -25 27 -27 -28 28 29 -31
leaf_value=0.00025177282794575816 -6.2149956033454938e-06 -3.0043337750709257e-05 -0.00079868239298263113 -0.0012424980032595889 -0.00036694607860311869 3.9955277169797875e-05 0.00094074165003635887 5.0428598826074094e-05 2.5861264822383564e-05 1.9078668552874058e-05 0.00012565714306570947 -0.00013261245475917918 5.0031873233895786e-05 0.00015205752897936084 -3.6744151110724397e-05 4.0340837146153597e-05 -4.9174029836135501e-06 -0.0011037024486852923 -8.1178424958180462e-05 0.00047409145765536244 9.4226689528187006e-07 -0.00025910797614142362 -1.2748391905694402e-05 -1.4472821075029664e-05 6.8867033916495307e-05 2.1859877581176204e-05 4.0163001618927223e-05 -0.00095135531355266872 0.00021487011946107196 1.0373544932557896e-05
leaf_weight=63 122 138 72 63 56 30 51 154 51 147 43 53 57 39 123 37 93 70 253 45 151 27 195 212 64 181 213 25 25 79
leaf_count=63 122 138 72 63 56 30 51 154 51 147 43 53 57 39 123 37 93 70 253 45 151 27 195 212 64 181 213 25 25 79
internal_value=0.000406409 -0.000320504 0.000716128 0.000321754 0.000892631 0.00135561 0.000946014 0.000390532 -0.00128313 0.000951813 0.000621621 -0.000533334 0.0011084 0.00101608 -0.000160495 0.00131875 -0.00134132 -0.00186193 -0.00151945 -0.00028261 -0.000785455 0.00185417 0.00122242 0.000443242 0.00155359 0.00109152 0.000400954 0.00303093 0.00187692 0.00289524
internal_weight=2932 1262 609 546 474 418 388 337 653 1670 147 104 1548 1491 313 1178 156 506 436 183 274 181 1141 359 782 589 408 193 129 104
internal_count=2932 1262 609 546 474 418 388 337 653 1670 147 104 1548 1491 313 1178 156 506 436 183 274 181 1141 359 782 589 408 193 129 104
cat_boundaries=0 2 4 5 8 9 10 12 13
cat_threshold=1147936 34 32772 2147550208 26 32768 2147484160 1 8320 384 0 18448 4
is_linear=0
shrinkage=0.04


Tree=536
num_leaves=31
num_cat=7
split_feature=8 11 2 9 3 8 2 4 2 2 8 0 4 2 5 8 6 1 2 2 2 4 2 2 5 2 0 2 2 2
split_gain=0.801587 0.563751 0.638273 0.486867 0.498346 0.55343 0.477098 0.38365 0.362257 0.486309 0.331972 0.29726 0.284325 0.27688 0.272181 0.247549 0.243029 0.405125 0.43912 0.364959 0.480658 0.293922 0.340493 0.619051 0.235279 0.323564 0.312601 0.248757 0.349469 0.226986
threshold=0 1 9.5000000000000018 2 2019.5000000000002 3 535.00000000000011 6789.5000000000009 7.5000000000000009 29.500000000000004 4 24.500000000000004 72000.000000000015 46.500000000000007 1.5000000000000002 5 6 5.5000000000000009 8.5000000000000018 147.50000000000003 95.500000000000014 5544455000.000001 70.500000000000014 46.500000000000007 1.5000000000000002 33.500000000000007 43.175000000000004 43.500000000000007 63.500000000000007 63.500000000000007
decision_type=9 9 8 9 10 9 10 8 8 8 9 10 8 10 10 9 9 8 8 8 10 8 10 10 8 8 10 10 10 10
left_child=6 2 -2 7 5 8 10 -3 -5 -10 13 -7 -9 -1 29 -13 19 18 -18 20 21 -17 23 -23 -14 26 -26 -27 -29 -12
right_child=1 3 -4 4 -6 11 -8 12 9 -11 14 15 24 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-6.7314055778800347e-05 -0.00013628305779927604 -7.920873895179219e-05 3.5858760447234914e-05 0.00019587468646667372 1.0203100994615405e-05 -0.0018173036010521672 4.7852977619063497e-05 7.3864660345414427e-05 -0.0017797649873727403 4.0910655445938769e-05 -1.874950504048078e-05 -3.3459646736637883e-05 4.8808994868191901e-05 -7.3826551759849369e-06 2.1713697299909891e-05 -1.4709096218037414e-05 -1.9492766955659676e-05 -8.5841415176446398e-06 0.00018872099711532108 -4.6596978862650596e-05 1.9860047243828945e-05 -1.233741772870762e-06 -0.0010757425937273624 0.0017717192702384136 5.9610814726657248e-06 0.00013693628365217485 -0.00020896133942705159 -0.00028675058370740354 3.5520115219371118e-05 7.8912710898904965e-06
leaf_weight=90 30 80 84 26 56 55 42 33 33 86 653 107 65 25 34 78 52 55 117 122 25 339 29 38 198 70 38 27 63 213
leaf_count=90 30 80 84 26 56 55 42 33 33 86 653 107 65 25 34 78 52 55 117 122 25 339 29 38 198 70 38 27 63 213
internal_value=0.000292847 0.000780385 0.003392 0.000594564 0.000136696 -4.12735e-05 -0.000588016 0.0015453 0.00217949 0.00136667 -0.000767717 -0.000377433 0.00198788 -0.00269841 -0.000482987 -0.000215993 2.30937e-05 0.0011234 0.00214118 -0.000380063 8.62736e-05 -0.000197939 0.000235871 0.000560846 0.00172294 0.00135012 0.000405062 0.00273292 0.00131868 -0.000627452
internal_weight=2963 1906 114 1792 1218 1162 1057 574 145 119 1015 1017 494 115 900 962 855 224 169 631 509 484 406 377 461 396 236 160 90 866
internal_count=2963 1906 114 1792 1218 1162 1057 574 145 119 1015 1017 494 115 900 962 855 224 169 631 509 484 406 377 461 396 236 160 90 866
cat_boundaries=0 30 32 34 55 85 104 105
cat_threshold=268435456 12 0 0 65536 0 524288 0 0 0 0 133120 0 0 0 4096 0 0 4096 10240 2147483904 0 20971520 0 0 16384 4 0 524416 8192 0 66560 1073872896 28800 16 0 0 134217728 0 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 128 268435456 4 0 0 0 0 524288 0 0 0 0 0 0 0 0 0 0 0 0 2048 2147483648 0 0 0 0 0 4 0 128 8192 0 2048 4 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 33554432 390
is_linear=0
shrinkage=0.04


Tree=537
num_leaves=31
num_cat=12
split_feature=7 8 12 4 2 5 12 8 3 2 9 2 2 2 12 2 7 12 2 2 9 2 4 2 2 1 3 13 12 3
split_gain=1.16086 0.960461 0.791597 0.625604 0.829774 0.587218 0.503934 0.457185 0.418296 0.470942 0.403351 0.433028 0.416116 0.360474 0.407659 0.410245 0.357225 0.330668 0.528097 0.518726 0.31769 0.335064 0.304218 0.521167 0.297086 0.4475 0.342482 0.295476 0.399084 0.331086
threshold=0 1 2 850.00000000000011 8.5000000000000018 1.0000000180025095e-35 3 4 2018.5000000000002 131.00000000000003 5 34.500000000000007 6.5000000000000009 27.500000000000004 6 22.500000000000004 7 8 55.500000000000007 86.500000000000014 9 35.500000000000007 12093950000.000002 70.500000000000014 45.500000000000007 5.5000000000000009 1.0000000180025095e-35 10 11 2009.5000000000002
decision_type=9 9 9 8 8 10 9 9 8 10 9 10 10 10 9 10 9 9 10 10 9 8 8 8 10 8 10 9 9 10
left_child=7 2 -2 -4 5 -5 10 -1 -6 22 11 -3 -12 14 -9 -16 -8 18 -15 -20 21 -18 -10 -24 -14 26 -26 28 29 -22
right_child=1 6 3 4 8 -7 16 13 9 -11 12 -13 24 17 15 -17 20 -19 19 -21 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00040149763518220117 -2.1417448912398718e-06 -8.2424963997636777e-06 6.399078861579745e-05 -0.00034398100729501066 -3.891902942655413e-07 4.9783620630764399e-05 -0.00031358797572718166 -2.2426454372074523e-05 1.5238048199280379e-05 5.649593475808108e-05 3.7611583299040216e-05 6.7387752022600548e-05 2.8183861574360222e-07 -0.00021230421724736251 1.946302836380657e-05 0.00030799151888048407 1.5741047506855773e-05 -8.6102992378130826e-05 0.00010778229367635451 -4.7099273856791308e-06 6.4427449659292194e-05 1.6750779397198043e-05 0.00018548659310355095 -6.9568001668804793e-07 4.5807958969720985e-05 -0.00013394182522267947 0.00026146397040186788 -1.7991522045274357e-05 -1.4712509406825579e-05 -4.8031498525673272e-05
leaf_weight=131 128 81 27 44 53 26 111 107 48 26 92 35 184 51 196 28 76 272 29 26 148 28 116 36 61 39 26 473 156 34
leaf_count=131 128 81 27 44 53 26 111 107 48 26 92 35 184 51 196 28 76 272 29 26 148 28 116 36 61 39 26 473 156 34
internal_value=0.000210452 0.00072268 0.00222136 0.00314212 0.00275428 -0.00112676 0.000221221 -0.00103408 0.00372857 0.00447577 0.00122495 -0.000818899 0.00182082 -0.000605556 0.000349397 0.00129362 -0.000293154 -0.00145647 0.000478632 0.00321428 -2.15992e-05 0.00194783 0.00378109 0.00465359 0.00115756 0.00264567 0.00422727 -0.000296838 0.000595988 0.00182383
internal_weight=2888 2048 504 376 349 70 1544 840 279 226 518 116 402 709 331 224 1026 378 106 55 915 104 200 152 310 126 87 811 338 182
internal_count=2888 2048 504 376 349 70 1544 840 279 226 518 116 402 709 331 224 1026 378 106 55 915 104 200 152 310 126 87 811 338 182
cat_boundaries=0 18 48 49 50 73 75 76 93 94 96 97 99
cat_threshold=131073 268435473 68157440 526848 2 0 0 268566528 33619968 1056 32768 128 0 0 0 0 16 384 0 8 0 0 0 1 262144 2147483648 1 0 0 4 2048 1049088 0 0 0 0 0 2048 128 0 4194304 0 0 1073758208 64 0 0 4096 17908768 16851264 0 8 0 0 0 0 262144 0 0 0 0 0 10240 0 0 4096 0 0 0 0 0 0 4194304 0 16532 67283200 2 0 0 4 0 0 0 536870912 2048 0 0 0 0 0 0 0 1073741824 174080 0 20 2 1197058 2
is_linear=0
shrinkage=0.04


Tree=538
num_leaves=31
num_cat=8
split_feature=8 2 8 4 3 11 6 15 11 2 4 3 3 13 2 2 2 2 2 2 2 4 4 2 2 1 6 3 4 2
split_gain=0.879994 0.391988 0.322463 0.880464 0.40869 0.385436 0.594429 0.319151 0.299161 0.358443 0.39857 0.387632 0.321744 0.28088 0.911729 0.677257 0.279123 0.271795 0.936696 0.270636 0.413798 0.276365 0.327137 0.268659 0.217192 0.212214 0.195904 0.192753 0.23025 0.316924
threshold=0 25.500000000000004 1 850.00000000000011 2021.5000000000002 2 3 4 5 79.500000000000014 1950.0000000000002 2007.5000000000002 2017.5000000000002 6 29.500000000000004 5.5000000000000009 51.500000000000007 20.500000000000004 69.500000000000014 15.500000000000002 8.5000000000000018 40558085500.000008 12093950000.000002 17.500000000000004 2.5000000000000004 1.5000000000000002 7 2012.5000000000002 26121510000.000004 199.50000000000003
decision_type=9 8 9 8 8 9 9 9 9 10 8 10 8 9 10 8 10 10 10 8 10 8 10 10 10 10 9 8 8 10
left_child=1 -1 3 -2 -5 6 -4 23 9 10 -9 -12 -11 14 15 -6 26 -8 -19 20 -15 22 -21 24 -7 -18 -10 -3 -29 -30
right_child=2 27 5 4 13 7 17 8 16 12 11 -13 -14 19 -16 -17 25 18 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00012998787450378799 7.1738346619671194e-05 -0.00043097663750719115 -4.8345190817519519e-06 -4.4428554887425751e-05 6.4801457171390444e-05 2.5704892031797045e-06 0.00011284642998859944 -0.0001179415608844076 5.6859675505619908e-06 -5.4876139949804059e-05 -4.6253811276751137e-06 1.2706675918142179e-05 4.9430148087451352e-05 -1.9921042901769005e-05 0.00015626342793668619 -0.00016040150445857177 -2.0218771352285077e-06 -0.00044295388181136828 4.9562501007094397e-05 -1.2205027419494161e-05 6.554612384031669e-05 -1.3358528423320149e-05 7.2980721257451858e-05 2.0055994820364816e-06 0.0013549040002312303 -0.00010327419186749935 -6.5865867378050048e-05 -0.00022476146415681379 -8.0718186953228097e-07 0.00014203717730376162
leaf_weight=192 25 43 149 74 37 29 76 72 356 33 530 136 50 34 54 53 33 40 52 37 32 103 26 75 26 179 152 52 146 28
leaf_count=192 25 43 149 74 37 29 76 72 356 33 530 136 50 34 54 53 33 40 52 37 32 103 26 75 26 179 152 52 146 28
internal_value=4.92298e-05 -0.0015339 0.000350848 0.00127572 0.000886917 0.000124061 0.00137805 -0.000121285 -0.000286083 0.000235576 -4.33027e-05 0.000263867 0.00271428 0.00142175 0.00273548 0.000439559 -0.000875514 0.00294972 0.00163441 0.000460904 0.00262686 -0.000383234 0.0016875 0.00170213 0.00392857 -0.00210329 -0.000377211 -0.000577779 -0.000105728 0.000594285
internal_weight=2924 461 2463 475 450 1988 317 1671 1541 821 738 666 83 376 144 90 720 168 92 232 66 166 63 130 55 212 508 269 226 174
internal_count=2924 461 2463 475 450 1988 317 1671 1541 821 738 666 83 376 144 90 720 168 92 232 66 166 63 130 55 212 508 269 226 174
cat_boundaries=0 30 60 63 64 65 66 67 68
cat_threshold=268435472 2052 4 0 65536 0 0 2147483648 0 0 0 0 8256 0 0 4096 0 0 4096 0 2147483648 0 4194304 8 0 16384 0 0 0 8192 0 8 0 134217728 0 1 0 0 1 32768 0 4 0 1049088 0 0 0 0 33554432 0 128 0 0 0 0 32768 64 0 0 4096 49152 1050112 524288 90 136314880 4 2 266
is_linear=0
shrinkage=0.04


Tree=539
num_leaves=31
num_cat=7
split_feature=7 7 6 2 0 7 2 3 8 0 2 4 2 2 3 0 2 3 2 1 2 2 6 3 2 9 2 4 2 2
split_gain=1.55884 0.696054 0.580504 0.486262 0.361637 0.388951 0.378439 0.359686 0.335259 0.470994 0.309424 0.299068 0.536525 0.442962 0.298153 0.32062 0.304481 0.29209 0.290695 0.258718 0.237716 0.233523 0.51316 0.634025 0.381168 0.315555 0.28648 0.233333 0.319623 0.218155
threshold=0 1 2 55.500000000000007 32.500000000000007 3 19.500000000000004 2008.5000000000002 4 15.500000000000002 4.5000000000000009 4350.0000000000009 86.500000000000014 108.50000000000001 2009.5000000000002 10.500000000000002 29.500000000000004 2020.5000000000002 155.00000000000003 3.5000000000000004 141.50000000000003 11.500000000000002 5 2007.5000000000002 24.500000000000004 6 18.500000000000004 1972110000.0000002 13.500000000000002 72.500000000000014
decision_type=9 9 9 10 10 9 10 10 9 10 8 10 10 10 10 10 10 8 10 10 10 10 9 10 10 9 10 8 10 8
left_child=2 -2 7 8 14 -6 -7 10 27 -10 -1 12 17 -14 15 16 -4 -5 -15 -12 -13 25 24 -24 26 -11 -23 28 -3 -17
right_child=1 3 4 11 5 6 -8 -9 9 21 19 20 13 18 -16 29 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.8545925944734552e-05 -6.1034718031495053e-05 4.7085510198875173e-05 -0.00083472773332324236 6.3146816099202182e-05 5.0263711490112577e-05 -0.000992663946263461 4.3990816197759909e-06 8.7578511900994244e-05 2.6319429294577388e-05 -8.9891004932100434e-05 0.00033309663933326223 8.2977462555468105e-06 -0.00078530354434783406 1.3531759352890561e-05 -2.3351489683931574e-05 6.5304124102019944e-05 3.5964194005345876e-05 3.947688940460783e-06 -1.3528525499593499e-06 2.0563817977142776e-05 5.0212953900533852e-05 -7.9837728313380059e-06 6.4792443684648743e-06 0.00097989807111853781 -9.4277990395645031e-05 1.3229504791212228e-06 5.7943387920447911e-05 -4.3139238902490714e-05 -0.00035693187355955293 6.4854235270324611e-05
leaf_weight=28 225 25 26 30 113 101 135 31 53 294 29 30 60 42 26 294 43 57 138 138 26 91 134 37 113 216 60 234 26 65
leaf_count=28 225 25 26 30 113 101 135 31 53 294 29 30 60 42 26 294 43 57 138 138 26 91 134 37 113 216 60 234 26 65
internal_value=0.000260184 -0.000422714 0.00150385 -0.000133573 0.000968058 1.14276e-05 -0.000906884 0.00327426 -0.000507789 -0.000150645 0.0027551 0.00111458 0.000646341 -0.000331951 0.00172308 0.00197669 -0.000514287 0.00331818 0.000662982 0.00340476 0.00378947 -0.000359409 0.0003211 0.00195604 -0.000785455 -0.000939336 0.000499999 -0.00168919 0.000692307 0.00245555
internal_weight=2920 1891 1029 1666 803 349 236 226 1283 998 195 383 327 240 454 428 69 87 180 167 56 945 435 171 264 510 151 285 51 359
internal_count=2920 1891 1029 1666 803 349 236 226 1283 998 195 383 327 240 454 428 69 87 180 167 56 945 435 171 264 510 151 285 51 359
cat_boundaries=0 17 33 34 51 74 75 77
cat_threshold=268451841 268435585 571482112 2105344 524288 134217728 131072 537010176 33556480 134225936 0 0 67108864 268435456 0 0 1073741824 131074 0 1073741824 2048 2 64 0 0 0 0 32 192 0 0 0 32 212 0 1 0 0 0 134217728 0 536870912 2048 0 0 0 0 0 0 0 1073741824 0 0 0 0 0 1 262144 0 0 0 0 0 0 512 0 4096 0 0 4096 0 0 0 20971520 142 0 6176
is_linear=0
shrinkage=0.04


Tree=540
num_leaves=31
num_cat=11
split_feature=7 8 7 1 0 11 12 6 12 2 12 0 2 2 3 2 0 7 1 4 2 2 7 3 2 2 17 0 2 3
split_gain=1.37872 0.791046 0.718031 0.649116 0.803578 0.583774 0.609327 0.542236 0.821309 0.579055 0.507219 0.443062 0.375687 0.36192 0.488854 0.451853 0.358267 0.676167 0.308572 0.291899 0.314079 0.28857 0.451967 0.266292 0.261274 0.384265 0.254768 0.267459 0.258457 0.389429
threshold=0 1 2 5.5000000000000009 32.500000000000007 3 4 5 6 63.500000000000007 7 24.500000000000004 3.5000000000000004 11.500000000000002 1988.5000000000002 47.500000000000007 15.500000000000002 8 4.5000000000000009 37073800000.000008 28.500000000000004 13.500000000000002 9 2008.5000000000002 60.500000000000007 30.500000000000004 10 24.500000000000004 14.500000000000002 2001.5000000000002
decision_type=9 9 9 10 8 9 9 9 9 10 9 10 10 10 10 10 8 9 8 8 10 8 9 10 10 8 9 10 10 8
left_child=3 -2 19 4 11 -4 16 8 -8 21 13 -1 -10 -6 15 -15 24 -18 -11 -3 -21 -9 -23 -12 25 -7 -19 -28 -29 -30
right_child=1 2 5 -5 10 6 7 9 12 18 23 -13 -14 14 -16 -17 17 26 -20 20 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=2.0110028995435412e-05 -2.0422392873088593e-05 -5.3134739518529201e-05 -8.2564178043665224e-05 -7.359630339813026e-05 8.0245841401836366e-06 0.00028030886119904469 -4.6718886549242224e-05 1.2365429102587251e-05 0.00077579633087075303 -2.5024251566705404e-05 -1.6191358168894318e-06 0.000162003042445324 4.8756225041879058e-05 0.00069821111633408528 6.4388773962462174e-05 3.1170446112326023e-05 -0.00060162835253589457 -1.5750770988473558e-05 2.2827260968899414e-05 6.9370796482011186e-06 -0.00012713461803717422 6.5481157600655168e-06 -3.7575161052207186e-05 6.3221255606518431e-06 7.5398349841041131e-05 -0.00020694413169691894 -0.00023834388349849362 -1.6142808519814951e-07 -6.3993248590479143e-05 3.4060468041708569e-05
leaf_weight=25 248 88 106 85 38 64 104 167 39 27 139 25 141 27 33 28 105 186 130 148 91 207 180 35 25 42 34 220 26 145
leaf_count=25 248 88 106 85 38 64 104 167 39 27 139 25 141 27 33 28 105 186 130 148 91 207 180 35 25 42 34 220 26 145
internal_value=0.000327137 -3.63072e-05 0.000201224 0.00237668 0.00319088 0.000494129 0.000664867 0.00133201 0.00279322 0.000714681 0.00239203 0.00784314 0.0043979 0.00420438 0.00593258 0.00821428 -0.000125875 -0.000479778 0.00286076 -0.00150296 -0.000816668 0.000115314 -0.000484537 0.000778377 0.00178788 0.000897195 5.78769e-05 0.000596329 0.000908162 0.00206977
internal_weight=2958 2523 2275 435 350 1948 1842 995 284 711 300 50 180 126 88 55 847 716 157 327 239 554 387 174 131 106 611 425 391 171
internal_count=2958 2523 2275 435 350 1948 1842 995 284 711 300 50 180 126 88 55 847 716 157 327 239 554 387 174 131 106 611 425 391 171
cat_boundaries=0 17 38 56 59 60 61 63 64 73 82 83
cat_threshold=2 268435584 1048576 2097152 524288 134225922 0 8192 33556480 268443664 8192 256 16 0 0 0 128 16 0 0 0 0 1 0 0 0 0 0 2052 0 0 0 0 0 0 4096 10240 2147483904 0 17 1073741824 526336 2 64 0 268435456 0 0 32 0 0 268435456 0 32 4112 384 16384 2147484160 1 67275810 86 16777280 34 34818 268435456 0 67108864 0 0 0 131072 536870912 65536 0 0 0 4 0 0 131072 131072 65536 10
is_linear=0
shrinkage=0.04


Tree=541
num_leaves=31
num_cat=10
split_feature=7 4 2 12 0 7 12 4 2 9 9 11 3 2 3 3 2 4 3 0 12 2 7 2 2 4 12 0 2 2
split_gain=1.03427 0.771796 0.767529 0.931289 0.797238 0.617458 0.529833 0.501546 0.524756 0.476979 0.420929 0.355186 0.50174 0.355083 0.314363 0.429898 0.30633 0.297701 0.320938 0.293037 0.270917 0.249397 0.225659 0.390036 0.219139 0.203183 0.211987 0.535653 0.259255 0.202932
threshold=0 25409110000.000004 101.50000000000001 1 38.57500000000001 2 3 52809240000.000008 155.00000000000003 4 5 6 2021.5000000000002 15.500000000000002 2010.5000000000002 2003.5000000000002 44.500000000000007 6050.0000000000009 2019.5000000000002 47.750000000000007 7 90.500000000000014 8 129.50000000000003 66.500000000000014 8048725000.000001 9 35.600000000000009 15.500000000000002 37.500000000000007
decision_type=9 8 10 9 10 9 9 8 10 9 9 9 8 8 10 10 10 8 10 8 9 8 9 8 10 10 9 10 8 8
left_child=1 13 5 4 -4 20 9 -5 -9 16 -8 17 -13 -1 15 22 -7 -12 21 25 -2 -19 23 -3 -18 26 27 -14 -29 -11
right_child=2 14 3 7 -6 6 10 8 -10 29 11 12 19 -15 -16 -17 24 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.3931274347390186e-05 -6.7791397306270271e-06 1.3155280495727792e-05 1.3567659313061599e-05 8.4194978107112828e-05 0.00016019477638181542 -0.00039193049595696552 -3.5364662980808723e-05 4.2749211305021122e-05 -0.00056728155060830612 -2.3383296732667432e-05 -9.5090879427000595e-05 8.3822481186819568e-05 -0.00030932965329727896 9.5779204089879103e-05 -1.4319218170162129e-05 1.0496439306517198e-05 1.2986781696451271e-05 1.8372308007063281e-05 7.9842257210979538e-05 0.00018932100298747943 -0.00010843192717949577 -2.5648702747899427e-06 -2.5394481630114211e-06 0.00076685358727991617 -2.2587445597826093e-05 3.3914929347683775e-06 -5.1834816486328091e-05 -2.5174512956291765e-05 0.00016323115748152433 1.882203793838719e-05
leaf_weight=26 117 83 58 29 55 236 125 29 77 120 100 41 35 47 41 26 30 795 36 28 153 30 131 25 39 25 278 28 52 40
leaf_count=26 117 83 58 29 55 236 125 29 77 120 100 41 35 47 41 26 30 795 36 28 153 30 131 25 39 25 278 28 52 40
internal_value=0.000143051 0.00206154 -0.000149592 0.00195984 0.00441935 -0.000377654 -0.000132749 -0.00041096 -0.00171963 -0.00130252 0.000219696 0.000416723 -0.000457832 0.00578378 0.00122475 0.00172932 -0.00221519 0.000860081 0.00110905 -0.000859061 -0.00213523 0.000944309 0.00118333 0.00242017 5.71419e-05 -0.00112649 -0.00135025 0.000158729 0.00197531 0.000467835
internal_weight=2935 379 2556 248 113 2308 2038 135 106 465 1573 1448 487 73 306 265 305 961 861 446 270 825 239 108 69 418 393 115 80 160
internal_count=2935 379 2556 248 113 2308 2038 135 106 465 1573 1448 487 73 306 265 305 961 861 446 270 825 239 108 69 418 393 115 80 160
cat_boundaries=0 17 19 35 37 39 41 42 43 56 57
cat_threshold=268451843 128 33554432 4 0 134225920 0 8192 33554432 134217744 8192 320 16 0 0 0 128 16820288 32 0 0 67108864 2623488 32 2048 33554432 268435456 2048 32 0 0 0 0 67108864 32 67111168 34 0 10240 1 144 32804 10242 1 0 0 4 0 8192 0 0 0 0 0 256 16 16932928
is_linear=0
shrinkage=0.04


Tree=542
num_leaves=31
num_cat=10
split_feature=8 2 11 12 2 8 13 12 0 2 4 5 0 2 0 12 6 12 0 2 1 2 2 6 0 1 2 2 2 3
split_gain=0.704365 0.713554 0.561925 0.644544 0.601411 0.495398 0.415123 0.564934 0.547706 0.694349 0.660715 0.561519 0.547184 0.407598 0.404096 0.387215 0.395397 0.485607 0.392844 0.346963 0.331782 0.464896 0.324867 0.324107 0.328784 0.304291 0.291462 0.285078 0.278967 0.271386
threshold=0 35.500000000000007 1 2 42.500000000000007 3 4 5 47.750000000000007 14.500000000000002 10347970000.000002 5.5000000000000009 21.500000000000004 129.50000000000003 40.250000000000007 6 7 8 35.250000000000007 21.500000000000004 4.5000000000000009 7.5000000000000009 203.50000000000003 9 30.500000000000004 5.5000000000000009 2.5000000000000004 71.500000000000014 7.5000000000000009 1994.5000000000002
decision_type=9 10 9 9 10 9 9 9 10 10 8 8 10 10 10 9 9 9 8 10 10 8 10 9 10 10 8 10 10 10
left_child=6 5 4 25 -3 -2 -1 8 9 11 -11 -8 -12 -6 29 23 17 28 -18 -9 -19 -22 -15 24 -7 -4 -20 -27 -17 -5
right_child=1 2 3 14 13 15 7 19 -10 10 12 -13 -14 22 -16 16 18 20 26 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-2.5311900191298026e-06 -0.0002993631325465784 1.6085903138645107e-05 1.7082683252048011e-05 -0.00022058269454948339 6.4286176670104274e-06 0.011380671470146066 5.0939424550985474e-05 8.6024776181507296e-06 -0.00030651332801715793 0.00018584360955174116 0.00031494768099055831 -1.7859200632272185e-06 9.6486059173952967e-05 0.00066382423156233206 8.7603456804278494e-05 9.1020896325050334e-05 -0.0023879835967841908 -7.5173666096626431e-05 -1.7797021948593109e-05 -0.00016020755864172616 0.00012350606580728237 8.5268190075564999e-05 2.310620440583463e-05 -3.5844409483101213e-05 -4.7236456172600854e-06 9.9004103580382145e-06 5.9588957922548762e-06 -8.1631176043013573e-05 -0.00014439366942612915 3.013997795229117e-05
leaf_weight=180 104 44 208 183 198 28 47 64 25 25 26 92 97 31 27 78 63 55 27 43 28 95 29 428 149 27 356 27 99 38
leaf_count=180 104 44 208 183 198 28 47 64 25 25 26 92 97 31 27 78 63 55 27 43 28 95 29 428 149 27 356 27 99 38
internal_value=0.000436686 0.000116587 0.00107257 0.000230325 0.00240255 -0.000397089 0.0016459 0.00233488 0.00319505 0.00379167 0.00569127 0.00174286 0.00441935 0.00172973 -0.00120463 -0.00018631 0.000389162 0.00136612 -0.000402627 -0.000237289 0.00279365 0.00409677 0.00459016 -0.000941559 0.000489361 0.00158242 7.29157e-05 -0.00101818 -0.000148937 -0.00181982
internal_weight=2921 2322 812 510 302 1510 599 419 312 287 148 139 123 258 248 1406 801 355 446 107 178 123 60 605 177 262 383 54 177 221
internal_count=2921 2322 812 510 302 1510 599 419 312 287 148 139 123 258 248 1406 801 355 446 107 178 123 60 605 177 262 383 54 177 221
cat_boundaries=0 30 32 34 60 61 63 65 66 67 68
cat_threshold=0 2056 4 134217728 1073741824 0 262144 0 1 32768 0 4 0 1049088 0 0 0 0 0 0 128 0 0 0 0 0 64 0 524288 4096 4 2147484672 16965888 34 268435456 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 33554432 2048 2147483648 0 4194304 0 0 16384 4 67207490 32 232704 32 136 24578 258
is_linear=0
shrinkage=0.04


Tree=543
num_leaves=31
num_cat=11
split_feature=7 4 2 2 11 7 12 9 6 4 4 2 2 3 3 2 12 3 3 2 14 6 2 15 2 2 6 3 2 2
split_gain=1.19585 1.11205 0.831379 0.614593 0.587949 0.452654 0.400249 0.540015 0.435582 0.384491 0.370476 0.346418 0.298877 0.741969 0.544594 0.323261 0.285794 0.412433 0.303075 0.269851 0.268456 0.557695 0.356846 0.290888 0.499216 0.489097 0.386821 0.507245 0.298258 0.357742
threshold=0 5039060000.000001 47.500000000000007 535.00000000000011 1 2 3 4 5 86.000000000000014 215.00000000000003 65.500000000000014 37.500000000000007 2011.5000000000002 2018.5000000000002 10.500000000000002 6 2019.5000000000002 2014.5000000000002 8.5000000000000018 7 8 5.5000000000000009 9 37.500000000000007 13.500000000000002 10 2019.5000000000002 37.500000000000007 22.500000000000004
decision_type=9 10 8 10 9 9 9 9 9 10 8 10 10 8 8 8 9 8 8 10 9 9 8 9 8 10 9 8 10 10
left_child=-1 3 -3 4 -2 9 7 -7 12 -6 -10 20 13 -8 -14 19 18 -18 -12 -15 21 -9 -22 26 25 -25 28 -28 29 -23
right_child=1 2 -4 -5 5 6 8 11 10 -11 16 -13 14 15 -16 -17 17 -19 -20 -21 22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00019985629073463612 -4.5038263369301917e-05 2.8922570997416313e-05 9.5976862288161569e-06 3.7462616169972868e-05 1.4009038230272339e-05 -3.3517099416006194e-05 0.00054708663645428046 -3.654992690242108e-05 2.1388641212228302e-05 4.2876138852119453e-05 -6.2109725957646086e-05 5.0398020568681653e-05 -0.00055464564980355405 -0.00014589147936151442 8.5583880646709788e-06 -9.3888046199259851e-05 4.0433813803136144e-05 -0.00011885016690921272 4.0849986290325244e-05 0.00022893220380890169 0.00031864863837751929 -2.776734308460682e-05 -2.2318789180342155e-05 4.0978645371241541e-05 0.00058417662282348609 -0.00049661179933017257 -6.1637284505379114e-05 0.00019210744847797243 -9.0796096230161754e-05 0.00015079475685254845
leaf_weight=323 109 42 45 86 202 106 34 112 25 25 64 145 37 105 162 244 29 89 326 28 26 68 115 44 36 32 38 92 54 32
leaf_count=323 109 42 45 86 202 106 34 112 25 25 64 145 37 105 162 244 29 89 326 28 26 68 115 44 36 32 38 92 54 32
internal_value=0.000424199 0.000714786 0.00513636 0.00055961 0.000438655 0.000578693 0.000383641 0.00100988 -0.000114386 0.00223529 0.000713234 0.00137143 -0.00083736 -0.00146602 0.000419999 -0.00197884 0.000487229 -0.0011783 0.000997505 -0.000388061 0.000990768 0.0014027 -0.000552632 0.00210319 0.0038374 0.00228571 0.00130169 0.00283688 -9.69706e-05 0.00118812
internal_weight=2875 2552 87 2465 2379 2270 2043 900 1143 227 533 794 610 411 199 377 508 118 390 133 649 508 141 396 112 76 284 130 154 100
internal_count=2875 2552 87 2465 2379 2270 2043 900 1143 227 533 794 610 411 199 377 508 118 390 133 649 508 141 396 112 76 284 130 154 100
cat_boundaries=0 18 21 38 39 41 42 44 45 46 47 48
cat_threshold=1 17 1074790400 2099712 32 0 0 805306368 33554432 1024 0 0 0 268435456 0 32 0 384 2147500032 0 4097 16386 0 570433536 8192 0 66 0 0 0 134217728 0 384 0 0 0 0 1073741968 18041152 1 148 14 40962 32 8193 272 69206016 8
is_linear=0
shrinkage=0.04


Tree=544
num_leaves=31
num_cat=8
split_feature=7 2 4 7 0 0 7 2 11 0 3 9 0 6 2 2 2 2 2 4 1 3 6 2 2 2 0 18 2 2
split_gain=1.37814 0.821991 0.898454 0.794056 0.48803 0.475775 0.700818 0.438907 0.409818 0.507908 0.415114 0.411274 0.59067 0.490866 0.539836 0.415856 0.401878 0.397206 0.972487 0.511835 0.373922 0.526142 0.32912 0.521187 0.321574 0.320956 0.579588 0.310278 0.308904 0.655313
threshold=0 6.5000000000000009 9530980000.0000019 1 30.500000000000004 39.07500000000001 2 34.500000000000007 3 15.500000000000002 2019.5000000000002 4 42.960000000000008 5 6.5000000000000009 187.50000000000003 94.500000000000014 24.500000000000004 19.500000000000004 133.00000000000003 5.5000000000000009 2020.5000000000002 6 22.500000000000004 3.5000000000000004 2.5000000000000004 16.750000000000004 7 32.500000000000007 84.500000000000014
decision_type=9 8 10 9 8 10 9 10 9 10 10 9 10 9 8 8 8 10 8 10 8 8 9 8 10 10 10 9 10 10
left_child=1 24 4 7 28 -6 16 -2 10 -10 11 13 17 14 25 -16 -7 18 19 -13 21 -9 23 -11 -1 26 -5 -25 -3 -30
right_child=3 2 -4 8 5 6 -8 20 9 22 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=2.9007198311509377e-05 -2.5442553367425244e-05 0.00018015729769449071 0.00016026531328180581 0.00023652198100969514 -0.00033429481483437956 6.8995637811718323e-06 -3.2864024819736279e-06 -0.0018136318119677873 0.0011214534090300753 -0.00015539143656740823 0.00014606206285681475 6.2959145538653457e-06 -1.5958167365634893e-05 -2.2895980116520333e-05 -1.1059366295907323e-07 5.3098558103220389e-05 0.00044783906345207433 6.1165432181198497e-06 0.00076782117458747124 0.00050992210727397519 -0.00013398594279339491 8.2012609417320739e-06 -1.9803212632112377e-05 -4.7100271134001359e-05 5.6333276719945316e-05 9.8886399949811376e-05 -3.2731322469073183e-06 3.2700402438064788e-05 -9.7545049187175443e-06 5.8958040740492299e-05
leaf_weight=44 271 82 33 30 64 76 253 31 34 51 47 130 68 268 468 26 30 107 39 39 25 62 370 40 42 49 30 50 78 25
leaf_count=44 271 82 33 30 64 76 253 31 34 51 47 130 68 268 468 26 30 107 39 39 25 62 370 40 42 49 30 50 78 25
internal_value=0.000523792 0.00202168 0.0015514 2.67132e-05 0.0011954 0.000443395 0.00101111 -0.00159 0.000374797 -0.000539569 0.000759145 0.0006247 0.00169543 0.000131518 0.000762214 0.0002101 0.00355555 0.00246835 0.00348325 0.00214118 0.00040336 0.00157447 -0.000867188 0.000763157 0.00570115 0.00330909 0.00131147 0.00263736 0.00290322 0.00142308
internal_weight=2962 727 641 2235 608 423 359 389 1846 545 1301 1254 383 871 603 494 106 315 208 169 118 93 511 141 86 109 60 90 185 103
internal_count=2962 727 641 2235 608 423 359 389 1846 545 1301 1254 383 871 603 494 106 315 208 169 118 93 511 141 86 109 60 90 185 103
cat_boundaries=0 17 35 45 48 50 51 52 53
cat_threshold=268566531 0 536870912 0 524320 134217794 131072 536879104 2048 134217744 8192 128 0 268435456 0 0 1073741824 0 0 67108864 788484 0 8192 0 0 0 8224 32800 2097152 16 0 0 32 4224 128 3 0 0 0 0 0 0 0 2048 134217728 67141668 512 524288 257 18452 330 208 4
is_linear=0
shrinkage=0.04


Tree=545
num_leaves=31
num_cat=8
split_feature=7 8 4 2 0 9 7 0 0 9 2 1 2 6 2 3 2 4 5 2 0 2 7 0 2 2 2 3 4 6
split_gain=1.49577 0.838787 1.09035 0.577767 0.479233 0.449807 0.378723 0.356359 0.380035 0.331181 0.495626 0.76515 0.391948 0.333809 1.12653 0.369901 0.318421 0.317387 0.565346 0.636555 0.300354 0.297103 0.272412 0.267248 0.315028 0.231616 0.228811 0.218092 0.212318 0.209491
threshold=0 1 5039060000.000001 73.500000000000014 33.175000000000004 2 3 38.57500000000001 32.500000000000007 4 6.5000000000000009 5.5000000000000009 18.500000000000004 5 33.500000000000007 2020.5000000000002 90.500000000000014 2867949500.0000005 2.5000000000000004 23.500000000000004 24.500000000000004 21.500000000000004 6 29.500000000000004 108.50000000000001 20.500000000000004 12.500000000000002 2002.5000000000002 11029.500000000002 7
decision_type=9 9 10 10 10 9 9 10 10 9 8 10 8 9 10 8 10 10 8 8 10 8 9 10 10 8 8 8 8 9
left_child=22 4 3 6 -2 -6 26 8 23 10 11 20 -11 15 21 -12 -9 18 -7 -20 -8 -15 -1 24 -5 -14 -3 -18 -24 -27
right_child=1 2 -4 7 5 17 9 16 -10 12 13 -13 25 14 -16 -17 27 -19 19 -21 -22 -23 28 -25 -26 29 -28 -29 -30 -31
leaf_value=-4.6989271688196863e-05 0.00012728209711311355 0.00016194064781646151 1.7305914996210565e-05 2.5531683255017621e-05 -1.5304845047756046e-05 2.0651491007833522e-05 0.00027508081645809767 5.0537903517896765e-05 -5.0139917393513446e-05 -2.5361392537942231e-05 -3.7570352286921485e-05 5.359808037862579e-05 0.00011044116566094459 7.7758787286254808e-06 2.973057909225363e-05 -5.6705144985277998e-06 9.4821635065468413e-05 -3.9099959924041879e-05 5.3256986719693582e-05 2.6878094557259869e-05 -1.2092637714656088e-05 -0.00011726339714656073 -0.001253560807545247 0.00012052791948225666 -0.0015175862098202007 1.0087543282991697e-05 5.7463077319149554e-06 3.1207675800594231e-05 -3.4255835278959229e-05 -1.6481758004469078e-05
leaf_weight=100 27 48 35 65 112 67 43 29 40 264 111 51 26 150 56 516 30 32 32 53 125 101 42 26 32 105 76 105 365 105
leaf_count=100 27 48 35 65 112 67 43 29 40 264 111 51 26 150 56 516 30 32 32 53 125 101 42 26 32 105 76 105 365 105
internal_value=0.000203366 0.000611402 0.000318139 0.000201424 0.00247904 0.00207407 -8.32405e-05 0.0017439 0.000414633 -0.000247597 0.000127147 0.00183636 -0.00109589 -0.000273798 0.000792452 -0.000796239 0.00305454 0.0032 0.00413072 0.00627907 0.000520709 -0.000333334 -0.0017529 0.00151613 0.000530611 6.75096e-05 0.00195555 0.00220588 -0.00121531 -0.000379148
internal_weight=2969 2462 2139 2104 323 296 1777 327 163 1653 1153 219 500 934 307 627 164 184 152 85 168 251 507 123 97 236 124 135 407 210
internal_count=2969 2462 2139 2104 323 296 1777 327 163 1653 1153 219 500 934 307 627 164 184 152 85 168 251 507 123 97 236 124 135 407 210
cat_boundaries=0 18 47 49 59 61 62 80 81
cat_threshold=268566528 1 1678778368 2885636 524290 134217728 0 0 0 8192 0 256 16 268435456 0 32 16 256 1342177280 2048 4 134217728 0 1 262144 2147483648 1 0 0 2048 0 1049088 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 0 2052 0 0 0 8192 65536 8192 0 805314560 0 134217760 1073741825 2180 392 131072 0 0 2359296 524288 0 0 0 0 0 0 256 16 0 0 0 0 256 404
is_linear=0
shrinkage=0.04


Tree=546
num_leaves=31
num_cat=9
split_feature=7 12 11 2 7 2 7 4 8 2 12 4 0 2 1 4 2 0 2 2 6 1 2 2 2 2 12 0 0 2
split_gain=1.34284 1.01186 0.683065 0.676042 0.644603 0.543931 0.523868 0.507183 0.333255 0.420233 0.42061 0.431116 0.522864 0.332072 0.345383 0.463957 0.319669 0.520778 0.310507 0.292651 0.286892 0.361187 0.285683 0.552717 0.281193 0.834261 0.423402 0.321078 0.271439 0.268644
threshold=0 1 2 6.5000000000000009 3 669.50000000000011 4 984745000.00000012 5 2.5000000000000004 6 15385520000.000002 40.250000000000007 79.500000000000014 5.5000000000000009 1514.5000000000002 99.000000000000014 31.500000000000004 24.500000000000004 63.500000000000007 7 1.0000000180025095e-35 57.500000000000007 14.500000000000002 50.500000000000007 22.500000000000004 8 14.500000000000002 18.500000000000004 37.500000000000007
decision_type=9 9 9 8 9 10 9 10 9 10 9 10 10 10 8 8 10 10 10 10 9 10 10 10 10 10 9 10 10 10
left_child=1 7 -2 -3 -4 8 -5 22 18 20 24 12 13 14 15 -12 -15 -18 -6 -8 21 -10 23 -1 25 26 -11 -27 -28 -29
right_child=2 3 4 6 5 -7 19 -9 9 10 11 -13 -14 16 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 27 28 29 -30 -31
leaf_value=-9.5325089041667431e-05 -5.6149367393983468e-05 4.9958515626952592e-05 -1.6269569039964786e-05 2.7276379903453242e-06 -4.239734148045445e-06 5.3319914595355094e-05 3.0241077962763311e-05 4.0914657301472733e-05 1.3345537985699433e-05 -0.0003929974411058094 -0.00013806926428398784 -0.00023101870667225046 4.2318952393784792e-05 0.00011061536023098732 -8.2700263551478592e-05 1.7576326161063976e-05 -8.9525253170401439e-05 4.5679535648547714e-05 -0.00045545352409259054 0.00010227906854893542 -0.00022006978132483771 -9.4470406894625275e-06 -0.0003927416086193821 5.6880471885386524e-05 -3.8564127609197764e-05 0.00027281903465234441 5.1454151010570245e-05 6.183940170611204e-07 -1.3598841321732847e-05 1.563521761106747e-05
leaf_weight=78 143 54 259 108 171 40 99 27 29 101 42 25 148 25 99 477 28 42 71 46 118 102 42 34 187 26 31 85 136 74
leaf_count=78 143 54 259 108 171 40 99 27 29 101 42 25 148 25 99 477 28 42 71 46 118 102 42 34 187 26 31 85 136 74
internal_value=0.000289009 0.00218036 -9.55475e-05 0.00355975 7.56329e-05 0.00031528 0.0027874 -0.000229168 0.000223983 0.000414333 0.000665356 0.00122185 0.00138747 0.000935573 0.000594506 0.00100769 0.003125 0.00169014 -0.00113834 0.00423077 -0.001104 0.00025352 -0.00113548 -7.07974e-05 -0.000122889 0.000414096 -0.00101115 0.00247312 0.000292134 0.001775
internal_weight=2947 488 2459 307 2316 2057 253 181 2017 1775 1526 886 861 713 618 519 95 70 242 145 249 131 154 112 640 453 268 185 167 159
internal_count=2947 488 2459 307 2316 2057 253 181 2017 1775 1526 886 861 713 618 519 95 70 242 145 249 131 154 112 640 453 268 185 167 159
cat_boundaries=0 17 18 20 38 49 76 78 79 81
cat_threshold=268435456 0 33562624 8192 524320 134217794 0 536879104 33556480 268443680 32768 128 0 268435456 0 0 1073741840 1050914 2147500033 2147483648 131073 0 67108864 2885632 0 0 0 0 0 0 0 0 16 0 0 32 4096 128 0 0 0 0 32 134217728 0 536870912 2048 0 32768 0 12 4 0 65536 0 0 0 0 32768 0 4 8192 0 0 0 0 0 4096 2048 0 0 0 8 0 0 68 83969280 34 266 16793856 2
is_linear=0
shrinkage=0.04


Tree=547
num_leaves=31
num_cat=10
split_feature=7 8 7 15 2 17 0 9 5 1 2 9 0 0 4 2 2 1 2 8 2 6 2 3 0 6 3 2 3 2
split_gain=1.48548 1.21841 0.704794 0.85469 0.905366 0.887458 0.726435 0.696746 1.07531 1.00204 0.542064 0.513818 0.452616 0.62466 0.531592 0.36435 0.34582 0.426535 0.398079 0.345786 0.572184 0.33802 0.330469 0.338449 0.322104 0.321197 0.317511 0.651014 0.28795 0.28676
threshold=0 1 2 3 26.500000000000004 4 35.850000000000009 5 4.5000000000000009 5.5000000000000009 16.500000000000004 6 35.850000000000009 16.750000000000004 16098220000.000002 12.500000000000002 78.500000000000014 2.5000000000000004 283.00000000000006 7 20.500000000000004 8 50.500000000000007 2017.5000000000002 40.250000000000007 9 1958.5000000000002 136.50000000000003 2000.5000000000002 14.500000000000002
decision_type=9 9 9 9 10 9 10 9 8 8 10 9 10 10 8 10 10 10 10 9 10 9 8 8 10 9 10 10 10 10
left_child=-1 7 3 4 15 6 -5 12 -9 29 -8 25 13 -2 -14 -3 19 -18 26 20 -13 -21 23 -23 -7 28 27 -19 -4 -10
right_child=1 2 11 5 -6 24 10 8 9 -11 -12 16 14 -15 -16 -17 17 18 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5037653333847628e-05 4.9170366701017887e-06 2.0646281242868595e-05 -1.7902454588547678e-05 0.00016972904598890645 0.00012069422470377824 -0.0001177490143979427 -0.00068152663467875802 8.8343182828626026e-06 0.00013906042423591675 1.0379968467160269e-05 8.7564890981893534e-05 0.0001864599323682413 3.5219134559871366e-05 0.00013405960073268109 -3.7064973727520066e-05 -4.7358041737861807e-05 1.6786593304100756e-05 2.7356392237268744e-05 -0.00024464493781921689 -3.3237189489964498e-05 -0.0004672065685562159 0.00011100937897700212 -2.4782744050882498e-05 5.2837139393144315e-07 4.4278463708043621e-05 -0.0001837143111630414 -2.832618881940792e-05 0.00029873316168662852 3.2796906282600089e-05 0.00015318643414445943
leaf_weight=388 41 47 109 38 62 85 44 50 25 27 26 80 45 28 125 25 32 100 58 283 29 110 149 695 30 139 42 34 26 29
leaf_count=388 41 47 109 38 62 85 44 50 25 27 26 80 45 28 125 25 32 100 58 283 29 110 149 695 30 139 42 34 26 29
internal_value=0.000291805 0.00063567 0.000278615 0.00188043 0.00430345 0.000290597 0.0027563 0.00272966 0.00504225 0.0082439 0.000563379 -3.37384e-05 0.001296 0.00405714 0.000233917 0.00153425 0.000241527 0.00155805 0.000953191 -1.78183e-05 0.00203333 -0.000214745 0.000149222 0.000471463 -0.00206349 -0.0016 0.0018983 0.00284444 -0.000136987 0.0113455
internal_weight=3001 2613 2243 357 134 223 108 370 131 81 70 1886 239 69 170 72 1612 266 234 1346 109 1237 954 805 115 274 176 134 135 54
internal_count=3001 2613 2243 357 134 223 108 370 131 81 70 1886 239 69 170 72 1612 266 234 1346 109 1237 954 805 115 274 176 134 135 54
cat_boundaries=0 18 47 64 65 66 68 70 96 97 98
cat_threshold=268451840 268435488 67108864 2623488 0 134217728 0 268435456 65536 8192 32 0 16 0 67108864 0 0 256 1073741824 2048 4 0 0 1 0 0 0 0 0 4 0 512 268435456 0 0 0 0 0 2147483776 0 0 0 0 268435456 0 0 524288 0 128 1056768 0 524288 0 0 8192 2048 268435488 0 128 0 0 0 0 4224 75497472 42 0 10244 256 16416 16 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 32768 260 338
is_linear=0
shrinkage=0.04


Tree=548
num_leaves=31
num_cat=15
split_feature=8 12 9 11 8 4 0 9 0 5 5 0 12 11 1 11 12 0 8 12 0 4 1 4 0 9 4 12 0 13
split_gain=1.03811 0.96491 0.831877 0.537463 0.580816 0.490957 0.391393 0.384087 0.360098 0.310007 0.299567 0.394859 0.276363 0.57632 0.40583 0.280223 0.24369 0.224111 0.202446 0.37698 0.459192 0.222745 0.181343 0.179642 0.267453 0.17546 0.151008 0.145352 0.18258 0.139072
threshold=0 1 2 3 4 8048725000.000001 51.32500000000001 5 47.750000000000007 5.5000000000000009 2.5000000000000004 36.400000000000006 6 7 1.0000000180025095e-35 8 9 8.5000000000000018 10 11 23.500000000000004 963180000.00000012 5.5000000000000009 2025703500.0000002 42.710000000000008 12 54014.000000000007 13 35.250000000000007 14
decision_type=9 9 9 9 9 10 8 9 10 8 8 10 9 9 10 9 9 10 9 9 10 8 8 10 10 9 8 9 10 9
left_child=1 9 23 -2 -5 10 7 -6 12 -1 -4 22 13 -9 -15 16 25 -17 19 -19 -21 -20 -12 24 -3 29 -27 -23 -29 -14
right_child=3 2 5 4 6 -7 -8 8 -10 -11 11 -13 15 14 -16 17 -18 18 21 20 -22 27 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.8113685271863412e-06 -0.00025832409254465666 -0.00047853018733779037 5.5424251652292636e-07 -9.3290277909287328e-06 -3.3778275666180699e-05 3.7079946409130855e-05 -0.000472920354878225 -7.2481828525814883e-07 0.00012414255718477747 -0.00033544825432935989 0.00016489146586032784 1.6967681772980982e-05 0.0001573089217969791 -0.00056513940049178577 4.2493470533493233e-05 0.0027077789431168941 -3.0527958225967979e-06 -9.7709109224288111e-05 1.7324903195220744e-05 6.3206073344624756e-06 0.00027660291968929865 -0.00021852493437390919 7.2302478756188732e-05 -0.00024976081896133085 4.2281319124428872e-05 2.5936624122985227e-05 -3.39287548563204e-06 -7.5767797233951389e-05 -3.7630415029354935e-06 4.5378741826120515e-05
leaf_weight=27 104 38 57 280 110 37 37 236 39 84 32 214 113 35 243 29 141 100 35 166 28 138 35 39 34 45 157 78 141 126
leaf_count=27 104 38 57 280 110 37 37 236 39 84 32 214 113 35 243 29 141 100 35 166 28 138 35 39 34 45 157 78 141 126
internal_value=0.00012353 0.00159868 0.0023662 -0.000252509 -0.000117134 0.00326425 0.000125497 0.000203977 0.0003439 -0.00167213 0.00285546 0.00339007 0.000262692 0.00103619 0.00224221 -5.19887e-05 0.000593591 -0.000578513 -0.000733625 7.86876e-05 0.00109268 -0.00131017 0.00605882 -0.000688525 0.000438355 0.0010531 0.000150234 -0.00164246 -0.000852175 0.001776
internal_weight=2978 597 486 2381 2277 375 1997 1960 1850 111 338 281 1811 514 278 1297 582 715 686 294 194 392 67 111 72 441 202 357 219 239
internal_count=2978 597 486 2381 2277 375 1997 1960 1850 111 338 281 1811 514 278 1297 582 715 686 294 194 392 67 111 72 441 202 357 219 239
cat_boundaries=0 30 31 33 36 62 64 66 68 71 73 96 97 99 100 101
cat_threshold=0 2048 0 134217728 0 0 0 2147483648 1 0 0 2052 0 1049088 0 4096 0 0 4096 2048 256 0 0 0 0 0 64 0 524288 4096 1245184 0 24576 0 2148073504 4097 16 0 0 0 65536 1 262144 0 0 0 0 0 0 0 0 0 0 0 33554432 8192 2147483648 524288 4194304 0 0 16384 257 16 1089600 2 32772 1024 4 1024 524288 65826 32 0 8 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 16777216 17696 0 26624 67618 12
is_linear=0
shrinkage=0.04


Tree=549
num_leaves=31
num_cat=13
split_feature=7 8 7 12 4 2 2 3 2 12 15 9 12 11 2 2 12 2 2 2 2 2 2 12 6 3 6 2 2 2
split_gain=1.33669 0.826252 1.05587 0.98881 1.00507 0.769517 0.920134 0.668434 0.522611 0.546845 0.458528 0.454676 0.590204 0.536632 0.514373 0.423591 0.422004 0.384088 0.330835 0.311249 0.308878 0.294305 0.291984 0.364132 0.335836 0.286323 0.267432 0.466529 0.348131 0.255318
threshold=0 1 2 3 5828530000.000001 34.500000000000007 86.500000000000014 1980.5000000000002 65.500000000000014 4 5 6 7 8 25.500000000000004 46.500000000000007 9 572.00000000000011 79.500000000000014 136.50000000000003 35.500000000000007 10.500000000000002 10.500000000000002 10 11 2002.5000000000002 12 8.5000000000000018 15.500000000000002 46.500000000000007
decision_type=9 9 9 9 8 10 10 10 10 9 9 9 9 9 10 8 9 10 10 10 8 10 8 9 9 10 9 10 10 8
left_child=16 17 3 4 -3 7 -7 -6 10 18 -4 12 20 14 26 -5 -1 -2 -10 -20 21 -12 24 -24 -14 -18 28 -28 -13 -15
right_child=1 2 8 15 5 6 -8 -9 9 -11 11 13 22 29 -16 -17 25 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.3524020980022919e-05 -1.6974832340864174e-05 4.0494598338681291e-05 4.1418660215718625e-05 1.7002249502393044e-05 -0.00014382074131835001 0.0011823904856350501 4.3058866497823471e-05 4.1962161748458976e-05 3.8747795051507797e-05 3.7622722904557064e-05 -6.9926937865583244e-05 0.00010308237180489178 -8.7801468226723095e-05 -0.00026585232287430798 3.3020370749647676e-05 -9.6073627990797046e-05 7.6338941959812369e-06 2.3935636812689749e-05 -0.0011141026270752449 4.2609116097812873e-06 -6.8893283107218854e-05 0.00013976455922668941 -0.00044777607231675685 -7.2136776645237437e-06 0.00019508127227232816 -9.2642687173584675e-05 -0.00030568610911968882 3.8142869078843032e-05 -2.021004835491539e-05 2.7733553153194057e-05
leaf_weight=274 224 46 190 88 87 37 49 48 26 174 36 92 125 105 54 96 181 29 42 40 40 52 107 358 112 28 50 59 29 62
leaf_count=274 224 46 190 88 87 37 49 48 26 174 36 92 125 105 54 96 181 29 42 40 40 52 107 358 112 28 50 59 29 62
internal_value=0.000340019 0.000717989 0.000967945 0.00267532 0.00421583 0.00322522 0.00616092 0.00132353 0.000514738 0.00209187 0.000214673 -6.50164e-05 -0.000618312 0.000943722 0.00197966 0.000328204 -0.00156275 -0.00140909 -0.000268908 -0.00154217 0.00178417 0.00323595 -0.00107714 -0.00167382 5.04192e-05 -0.000163637 0.00121212 -0.000300001 0.00239394 -0.000831462
internal_weight=2940 2457 2204 451 267 221 86 135 1753 282 1471 1281 830 451 284 184 483 253 108 82 128 88 702 465 237 209 230 109 121 167
internal_count=2940 2457 2204 451 267 221 86 135 1753 282 1471 1281 830 451 284 184 483 253 108 82 128 88 702 465 237 209 230 109 121 167
cat_boundaries=0 18 48 65 66 67 68 70 71 72 73 74 75 76
cat_threshold=131072 268435472 603979776 2621440 2 64 0 0 65536 32 32800 256 16 0 67108864 0 1073741824 256 268435456 2060 0 0 2147549184 1 0 0 0 0 0 0 0 1048576 0 0 0 0 0 8192 2147483648 0 0 8 0 32768 64 0 0 8192 2 128 1056768 4 32 134217730 0 8192 33556480 134217744 8192 0 0 0 0 32 4112 123138 16861504 2148007936 257 18448 133184 32772 67363842 1082400 28 400
is_linear=0
shrinkage=0.04


Tree=550
num_leaves=31
num_cat=11
split_feature=8 7 12 1 0 9 4 4 0 11 12 2 2 1 2 7 12 0 2 2 2 12 12 2 2 2 2 2 4 6
split_gain=1.2668 0.748129 0.566417 0.776055 0.614991 0.545012 0.516561 0.674798 0.626899 0.42657 0.513219 0.687148 0.413154 0.307036 0.297438 0.295633 0.676703 0.4043 0.323127 0.395128 0.307416 0.522839 0.339763 0.287042 0.409975 0.286868 0.283417 0.266475 0.264087 0.253911
threshold=0 1 2 5.5000000000000009 29.500000000000004 3 1050.0000000000002 19000.000000000004 36.400000000000006 4 5 60.500000000000007 18.500000000000004 4.5000000000000009 8158.0000000000009 6 7 23.500000000000004 9.5000000000000018 29.500000000000004 10.500000000000002 8 9 8.5000000000000018 67.500000000000014 88.500000000000014 108.50000000000001 9.5000000000000018 2960.0000000000005 10
decision_type=9 9 9 8 10 9 10 10 8 9 9 8 10 10 8 9 9 10 10 10 8 9 9 10 10 8 10 10 10 9
left_child=2 -2 5 4 -4 12 9 -8 -9 10 11 -3 -1 -7 -12 16 -11 18 -18 -20 21 -17 -22 -15 28 -10 -6 -23 -25 -24
right_child=1 6 3 -5 26 13 7 8 25 15 14 -13 -14 23 -16 20 17 -19 19 -21 22 27 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.2294392826100731e-05 -4.3768749850486504e-05 2.4691864659928002e-05 5.8937304552419614e-05 -0.00029634125282460998 -4.8414063739913988e-06 8.7807811062990405e-05 0.00022325976773440224 6.17971065469299e-06 1.275199848980944e-05 -3.0981637716508839e-05 -2.2959862140766193e-05 0.0002255864078849803 2.7214940417697427e-05 1.0382271278864721e-05 2.8286423234515271e-05 0.0003023813096805869 0.0011689177761374276 -6.6332451458027281e-06 -0.00054313177713251315 8.5226377314102529e-05 -1.0080145548177353e-06 -9.6920335337582586e-05 -7.8110919123329484e-05 0.00010953178681872997 2.7867739586363427e-05 -0.00041619873109996339 3.300198356091129e-05 0.00011526700232187107 9.5045613690747182e-05 -1.6174728194461712e-05
leaf_weight=85 218 75 29 69 145 47 41 29 40 237 106 36 82 51 27 101 30 118 52 115 250 201 333 73 47 36 29 30 26 172
leaf_count=85 218 75 29 69 145 47 41 29 40 237 106 36 82 51 27 101 30 118 52 115 250 201 333 73 47 36 29 30 26 172
internal_value=0.000218355 -0.000242694 0.00171181 0.000254416 0.0015098 0.00264455 1.95984e-06 0.00228571 0.000566037 -0.000176222 0.00134902 0.0032459 0.000741572 0.00385882 -0.000361112 -0.000409698 0.000341029 0.00153374 0.00268687 0.00197619 -0.000790529 0.000216215 -0.00124339 0.00329293 0.00419048 -0.00135065 0.000594285 -0.000842976 0.00564 -0.00182171
internal_weight=2930 2247 683 272 203 411 2029 146 105 1883 244 111 167 244 133 1639 552 315 197 167 1087 332 755 197 146 76 174 231 99 505
internal_count=2930 2247 683 272 203 411 2029 146 105 1883 244 111 167 244 133 1639 552 315 197 167 1087 332 755 197 146 76 174 231 99 505
cat_boundaries=0 30 47 49 51 54 55 72 74 76 78 79
cat_threshold=1342177280 12 4 134217728 0 0 262144 2147483648 1 0 0 2052 64 1049088 268435456 0 0 0 0 2048 0 0 0 0 0 268451840 64 0 524288 4096 2 1 34603008 2099200 524288 64 0 0 2048 134217728 32 0 0 0 0 0 1073741824 41026 32 0 20484 32768 1123328 524288 82210 0 128 0 0 0 0 131072 268566528 0 32 0 128 0 0 0 32 16 16844064 32 1122336 32 83905792 32 396
is_linear=0
shrinkage=0.04


Tree=551
num_leaves=31
num_cat=10
split_feature=2 8 12 9 12 8 12 12 2 2 1 4 1 3 2 2 2 12 11 2 2 17 2 4 2 2 3 4 5 2
split_gain=0.795932 0.89184 0.887239 0.886552 1.0009 0.623968 0.794557 0.736801 0.691959 0.681969 0.433659 0.493768 0.423444 0.431052 0.406574 0.436444 0.376438 0.370546 0.486696 0.395317 0.524951 0.385314 0.458278 0.474 0.35866 0.34134 0.282682 0.253068 0.30885 0.318163
threshold=101.50000000000001 0 1 2 3 4 5 6 9.5000000000000018 48.500000000000007 5.5000000000000009 66350445000.000008 5.5000000000000009 1975.5000000000002 155.00000000000003 321.00000000000006 1.5000000000000002 7 8 3.5000000000000004 1.5000000000000002 9 14.500000000000002 293.00000000000006 50.500000000000007 73.500000000000014 1991.5000000000002 16000.000000000002 1.0000000180025095e-35 12.500000000000002
decision_type=10 9 9 9 9 9 9 9 10 10 8 8 8 10 10 10 10 9 9 10 8 9 8 10 8 10 10 8 10 10
left_child=1 16 26 4 12 6 8 24 -5 -8 11 -4 13 -3 -13 -16 -1 19 -19 20 -9 22 23 -20 -7 -23 -2 -21 29 -29
right_child=2 3 10 5 -6 7 9 17 -10 -11 -12 14 -14 -15 15 -17 -18 18 21 27 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.4142124887288417e-05 3.120126940096674e-05 1.016133335531682e-05 7.4572752317999974e-05 5.4428554925836322e-05 1.7676882404548103e-06 -1.0247965850680813e-05 2.9893913546696451e-05 -0.00031848379959272753 -0.00094427312965613872 0.00059712959403364384 -4.8136839607742653e-05 0.00024754416374774034 3.4117527154691141e-05 3.0558396623149269e-05 -0.00060806538317222352 4.9531556897624787e-05 -2.7710315530518293e-05 -0.00013387439587276824 6.1841338854637254e-05 -0.0011203325883723917 0.0025015295973123473 -8.1862768849060477e-06 -0.00044078065410086342 -0.00075402004306686008 -0.0025499383530546292 2.3554078632412832e-05 9.949857894111125e-06 -5.1176628991430364e-05 0.00016463251953713909 0.00010741729081631178
leaf_weight=31 68 58 25 37 171 284 114 27 64 29 74 38 28 29 49 44 311 103 72 30 29 675 52 26 88 67 36 56 25 178
leaf_count=31 68 58 25 37 171 284 114 27 64 29 74 38 28 29 49 44 311 103 72 30 29 675 52 26 88 67 36 56 25 178
internal_value=0.000386433 0.000148548 0.00222089 0.000440301 0.00247811 0.000130146 0.00197647 -0.000143936 -0.000750001 0.00381818 0.0006639 0.00188535 0.00523809 0.00422727 0.000878787 -0.000553192 -0.00172238 0.000296076 -9.94045e-05 0.00140449 0.00449123 0.000212624 0.00198758 0.00371717 -0.00169191 -0.000169988 0.00507826 0.000841378 0.00124615 0.000782978
internal_weight=2918 2584 334 2242 286 1956 244 1712 101 143 230 156 115 87 131 93 342 1340 995 345 56 892 150 98 372 742 104 289 259 234
internal_count=2918 2584 334 2242 286 1956 244 1712 101 143 230 156 115 87 131 93 342 1340 995 345 56 892 150 98 372 742 104 289 259 234
cat_boundaries=0 30 31 33 34 61 62 63 65 68 69
cat_threshold=268435456 2060 0 0 2147549184 0 524288 0 0 0 0 133120 0 1048576 0 0 0 0 4096 10240 0 0 4194304 8 0 1073741824 0 0 524288 4096 16787458 384 36 106784 1073741824 0 0 0 0 0 0 0 0 0 0 0 8192 512 0 0 0 0 0 0 256 0 0 0 0 49152 64 229378 84937760 212992 2 0 2147484672 524288 8
is_linear=0
shrinkage=0.04


Tree=552
num_leaves=31
num_cat=7
split_feature=7 7 4 12 4 8 2 2 1 5 11 12 2 2 3 3 2 2 1 2 4 2 3 1 4 3 2 3 2 8
split_gain=1.13916 0.801021 0.649812 0.788271 0.750869 0.57128 0.592139 0.416086 0.674218 0.495916 0.352794 0.348314 0.499402 0.334198 0.326374 0.302859 0.233751 0.63714 0.551569 0.534538 0.39593 0.420986 0.240163 0.334833 0.268086 0.219974 0.211313 0.193921 0.193619 0.189913
threshold=0 1 9330535000.0000019 2 3990640000.0000005 3 321.00000000000006 111.00000000000001 5.5000000000000009 4.5000000000000009 4 5 2.5000000000000004 79.500000000000014 1995.5000000000002 2003.5000000000002 22.500000000000004 39.500000000000007 4.5000000000000009 18.500000000000004 38500.000000000007 59.500000000000007 1997.5000000000002 5.5000000000000009 481.00000000000006 2018.5000000000002 10.500000000000002 2021.5000000000002 41.500000000000007 6
decision_type=9 9 10 9 8 9 10 8 8 8 9 9 10 10 10 8 10 10 10 10 8 10 10 10 10 8 10 8 10 9
left_child=2 13 3 4 -1 -3 10 9 -9 -6 -7 12 -12 -2 -8 -13 18 27 -14 22 -19 28 23 24 -20 -23 -24 -18 -22 -17
right_child=1 5 -4 -5 7 6 14 8 -10 -11 11 15 16 -15 -16 29 17 20 19 -21 21 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.5296372744514378e-05 -0.00015681719042126734 -0.00017035674688623386 4.7969754841885044e-05 -2.413237988213904e-05 4.4134451903744e-05 -4.6807251388884618e-05 5.2044078794288035e-05 0.0012994449611509879 -7.0359958821468536e-06 -3.2891780165337371e-07 -1.528277555616756e-05 0.00010809751266990816 -1.1572931595082992e-06 8.0413027123616821e-07 8.2224650142982437e-06 -0.00013491194456541713 5.4831533822697113e-06 -0.001120930853283473 0.00018068788096082741 -0.00013911657336901148 9.5524358617387853e-06 -6.118268259011045e-06 2.8265362663474665e-06 -8.7756097343842932e-06 -0.00022747824400483707 3.6568048494487539e-05 -0.0012075773753416853 0.00014105822671839395 -1.498385366178148e-05 -1.6114088359873769e-06
leaf_weight=49 201 104 30 106 28 202 49 35 29 165 135 31 38 65 28 103 35 25 167 55 25 38 59 31 25 97 31 95 71 760
leaf_count=49 201 104 30 106 28 202 49 35 29 165 135 31 38 65 28 103 35 25 167 55 25 38 59 31 25 97 31 95 71 760
internal_value=0.000258152 -8.06136e-05 0.00210154 0.00172397 0.00270031 0.000173362 0.000322121 0.00190698 0.00467692 0.000969071 0.000191699 0.000368995 0.000908315 -0.0021083 0.00374359 -0.000194476 0.00130139 0.00200517 0.000628992 0.00110569 0.000840466 0.00136207 0.00174522 0.00244643 0.00306736 0.00279412 -9.43194e-10 0.00427481 -0.000659795 -0.000337964
internal_weight=2912 2470 442 412 306 2204 2100 257 64 193 2023 1821 927 266 77 894 792 386 406 368 256 231 313 223 192 135 90 130 96 863
internal_count=2912 2470 442 412 306 2204 2100 257 64 193 2023 1821 927 266 77 894 792 386 406 368 256 231 313 223 192 135 90 130 96 863
cat_boundaries=0 17 35 37 64 67 68 91
cat_threshold=268451843 1 33562624 0 32 134225922 0 0 2048 32 8192 0 128 268435456 0 0 1073741968 0 0 603979776 262660 524288 64 0 4194304 0 16 32 0 0 0 0 32 0 384 122946 32 1073741840 0 0 0 2147483648 0 0 0 1 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 8 0 16384 4 16384 2147483648 524288 1122402 0 0 0 0 0 0 0 0 0 0 0 131076 10240 0 0 0 0 0 4096 0 0 0 4194304
is_linear=0
shrinkage=0.04


Tree=553
num_leaves=31
num_cat=16
split_feature=7 8 12 8 12 4 4 3 11 7 12 12 9 0 7 11 3 9 5 4 4 8 0 11 3 1 0 13 3 3
split_gain=1.22824 0.938961 0.712692 0.532685 0.45252 0.658786 1.16052 0.45177 0.429165 0.543434 0.512624 0.457128 0.362227 0.353126 0.30912 0.450452 0.296193 0.24877 0.242649 0.225746 0.198271 0.238662 0.314797 0.260868 0.200056 0.191359 0.188559 0.184883 0.292275 0.261673
threshold=0 1 2 3 4 6050.0000000000009 31889.500000000004 2010.5000000000002 5 6 7 8 9 14.500000000000002 10 11 2016.5000000000002 12 10.500000000000002 2091500000.0000002 456.00000000000006 13 18.500000000000004 14 2004.5000000000002 3.5000000000000004 44.07500000000001 15 2017.5000000000002 2009.5000000000002
decision_type=9 9 9 9 9 10 10 8 9 9 9 9 9 10 9 9 10 9 8 10 8 9 10 9 8 10 10 9 10 10
left_child=-1 2 19 -3 7 8 -7 -5 -6 10 -10 14 -13 -12 -11 17 20 -16 -4 -2 -14 22 -22 24 -23 -25 -20 29 -29 -19
right_child=1 3 18 4 5 6 -8 -9 9 11 13 12 16 -15 15 -17 -18 27 26 -21 21 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-6.9782770607131129e-05 -4.6509280516078124e-05 -1.488487757062109e-05 5.2477771887678042e-05 0.0063826678393439518 2.0358922661620426e-05 0.0040151167110687282 2.4376488711266379e-06 -8.5475801659747812e-05 -3.1723505149514606e-05 -0.00015939256799108638 -0.00095842122355735166 -2.5279895929974771e-05 2.5109631125347343e-05 9.5448922837328417e-05 -8.3353759123000781e-06 -0.0001378378644665024 1.2357969005002078e-05 3.3698871804213186e-05 5.6294742531165779e-05 1.4898786572737811e-05 2.3408295815301362e-05 0.00049849701372846865 0.0012061995891542718 5.977726192952544e-05 4.9415287170324862e-06 -2.5341862172013542e-05 3.7181737896978887e-05 6.8725250082966876e-06 -0.00011444787360788551 5.0069639665277498e-05
leaf_weight=213 95 246 36 25 121 26 51 229 101 105 26 127 29 147 129 172 42 100 144 51 84 28 27 35 119 135 47 188 25 29
leaf_count=213 95 246 36 25 121 26 51 229 101 105 26 127 29 147 129 172 42 100 144 51 84 28 27 35 119 135 47 188 25 29
internal_value=0.000297306 0.000528937 0.00236458 0.000227407 0.000435811 0.000654819 0.00425641 -0.00111698 0.000499434 0.000318263 0.00190877 -1.15533e-05 0.000778649 0.00319565 -0.000674573 -0.00032416 0.00126274 0.000323651 0.0037479 0.00010191 0.000986899 0.000764568 0.00226229 0.000158536 0.00134177 -0.000883979 0.0033125 0.000883852 0.000124999 0.00202857
internal_weight=2932 2719 373 2346 2100 1846 77 254 1769 1648 274 1374 626 173 748 643 499 471 227 146 457 428 111 317 147 170 191 342 213 129
internal_count=2932 2719 373 2346 2100 1846 77 254 1769 1648 274 1374 626 173 748 643 499 471 227 146 457 428 111 317 147 170 191 342 213 129
cat_boundaries=0 18 47 48 72 73 76 93 95 97 99 116 117 119 142 143 144
cat_threshold=0 1 1611661312 2099200 0 2048 0 8192 0 8192 32768 2097152 16 0 0 0 0 128 1073741824 2048 0 134217728 0 0 0 2147483648 1 0 0 0 64 512 0 4096 0 0 0 0 0 0 0 0 0 49152 64 0 524288 1051906 16 8 0 0 2147483648 1 0 0 0 0 0 0 2048 1048576 0 0 0 0 0 2048 0 0 4194304 8 132128 32768 2148532224 524288 0 0 0 0 0 134217730 0 131072 33554432 0 0 0 0 0 0 32 16 68159744 32 90114 32 0 20480 131072 0 67108864 4 0 0 0 0 2048 32 0 0 0 0 0 0 1073741824 36 0 20528 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 16777216 4 12
is_linear=0
shrinkage=0.04


Tree=554
num_leaves=31
num_cat=11
split_feature=7 8 7 11 9 2 12 2 8 12 2 2 18 12 2 3 2 2 2 2 2 1 2 11 3 2 5 2 2 2
split_gain=1.09701 0.826759 0.440689 0.41047 0.751606 0.47108 0.399451 0.339017 0.327318 0.331316 0.428156 0.374237 0.334657 0.312469 0.311809 0.24481 0.403732 0.326775 0.340727 0.23505 0.326702 0.285304 0.503215 0.274734 0.332672 0.219116 0.19303 0.186677 0.455777 0.311511
threshold=0 1 2 3 4 20.500000000000004 5 50.500000000000007 6 7 79.500000000000014 50.500000000000007 8 9 15.500000000000002 2005.5000000000002 9.5000000000000018 16.500000000000004 44.500000000000007 28.500000000000004 5.5000000000000009 5.5000000000000009 32.500000000000007 10 2011.5000000000002 1.5000000000000002 5.5000000000000009 11.500000000000002 18.500000000000004 35.500000000000007
decision_type=9 9 9 9 9 10 9 8 9 9 8 10 9 9 8 8 10 10 10 10 8 10 10 9 10 10 8 8 8 8
left_child=6 27 7 5 13 -4 14 -3 -6 19 11 15 -12 -5 -1 -11 25 -18 -19 20 -10 22 -21 -22 -25 -17 -15 -2 -29 -30
right_child=1 2 3 4 8 -7 -8 -9 9 10 12 -13 -14 26 -16 16 17 18 -20 21 23 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-8.166215376109105e-05 5.7312127221443622e-05 4.2846925097388094e-05 0.00018171157360728633 -2.0210285078322238e-06 2.9194458647659269e-05 -2.3746705163159092e-05 -5.1625238367660077e-05 -5.3907165320828993e-06 5.2727483200482541e-06 -8.5246082685222198e-05 -9.3378185511028288e-06 -3.4987340644316888e-05 7.1731538579948944e-05 -1.2939949758336506e-05 2.8025222270760933e-05 2.3475547015631774e-05 0.00017640534163409068 -1.6574581441578999e-06 0.00010165590745705327 3.307096008590211e-05 5.5188451590040044e-06 -8.7462509423903591e-06 2.8921697618754716e-06 -0.0013939087186049836 0.00034238647152927404 -8.5633026514927662e-05 -0.00027960976342616582 -3.9723054030369546e-06 3.1955700236615872e-05 4.6418137070956699e-05
leaf_weight=42 68 76 62 178 107 60 295 26 113 43 36 59 124 103 138 30 96 136 26 27 103 72 258 195 28 140 121 27 29 86
leaf_count=42 68 76 62 178 107 60 295 26 113 43 36 59 124 103 138 30 96 136 26 27 103 72 258 195 28 140 121 27 29 86
internal_value=0.000214801 0.000559015 0.000324663 0.000193608 4.98495e-05 0.00234586 -0.00152263 0.00276106 0.000441396 0.000277888 0.000912981 0.000376647 0.00273292 -0.00147216 -8.98751e-10 0.000754236 0.00104429 0.00203861 0.000932514 -0.000277572 -0.000900001 0.000480446 0.00104895 -0.00154129 -0.00227351 -0.000467837 -0.00245106 0.00289593 0.00218182 0.00327586
internal_weight=2904 2429 2219 2117 1995 122 475 102 1593 1486 690 530 160 402 180 471 428 258 162 796 439 357 285 326 223 170 224 210 142 115
internal_count=2904 2429 2219 2117 1995 122 475 102 1593 1486 690 530 160 402 180 471 428 258 162 796 439 357 285 326 223 170 224 210 142 115
cat_boundaries=0 18 48 64 66 68 69 82 84 85 87 90
cat_threshold=0 268435489 604241920 526340 2 64 0 0 0 134217728 40960 128 144 0 0 0 4224 768 0 2048 4 0 0 0 0 0 0 32768 0 0 8192 512 0 0 0 0 0 0 0 0 0 0 0 32768 64 0 524288 4096 0 0 33562624 0 0 134225920 4194304 0 33554432 0 0 8192 0 0 0 32 32768 1049088 0 20608 67135746 0 4 0 0 0 1 262144 2147483648 0 0 0 2048 64 67217696 32 4 65538 32 16416 0 524288
is_linear=0
shrinkage=0.04


Tree=555
num_leaves=31
num_cat=8
split_feature=8 4 0 2 8 2 9 12 3 0 2 0 12 3 2 3 4 9 4 2 1 2 2 12 2 2 2 2 2 12
split_gain=0.795641 0.674766 1.19509 0.693483 0.755418 0.481033 0.430323 0.506137 0.455562 0.33622 0.738496 0.317443 0.330051 0.541727 0.300069 0.271269 0.289442 0.245141 0.342308 0.376439 0.311209 0.282816 0.221365 0.226519 0.244552 0.372881 0.362255 0.210817 0.209582 0.439302
threshold=0 1642125000.0000002 38.57500000000001 535.00000000000011 1 1550.0000000000002 2 3 2009.5000000000002 43.675000000000004 23.500000000000004 39.07500000000001 4 2011.5000000000002 29.500000000000004 2004.5000000000002 6789.5000000000009 5 5544455000.000001 32.500000000000007 5.5000000000000009 80.500000000000014 9.5000000000000018 6 39.500000000000007 63.500000000000007 30.500000000000004 73.500000000000014 18.500000000000004 7
decision_type=9 10 8 10 9 10 9 9 10 8 8 10 9 10 10 8 8 9 8 8 8 10 10 9 10 10 10 10 8 9
left_child=17 3 -3 4 -2 -5 11 8 9 28 -11 -6 -13 15 -10 -14 -17 20 -19 -20 -1 -21 -9 24 26 -26 -24 -25 29 -8
right_child=1 2 -4 5 6 -7 7 22 14 10 -12 12 13 -15 -16 16 -18 18 19 21 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=-5.6252913671337342e-05 -6.7937469768608599e-05 2.6101236848400474e-05 -2.0689870970613812e-06 2.3187422306088831e-05 -0.00030992027624017677 5.5757334627287394e-07 9.5570985937677903e-05 -3.8748325111959227e-05 -5.4701290706416674e-06 8.4826346836283127e-05 2.3391750970592528e-05 -3.1649776020844794e-05 2.9162178711183049e-05 9.4279331461195296e-06 -7.7681639008476115e-05 5.332088922089574e-05 -0.00010875437092242963 -3.1219454572461958e-06 5.8271877053081729e-05 2.1440519465238058e-05 3.9746964387806472e-05 2.685414072776708e-05 5.0430319963671907e-05 -3.3011411211631979e-05 -0.0013586611381396399 4.929648390357972e-05 0.0012632961187045691 1.1438337708830125e-05 2.6374089802765137e-05 -4.188183841364814e-05
leaf_weight=70 233 32 46 47 92 39 154 224 76 27 43 201 26 29 44 28 190 28 93 71 31 25 147 183 52 77 28 53 435 131
leaf_count=70 233 32 46 47 92 39 154 224 76 27 43 201 26 29 44 28 190 28 93 71 31 25 147 183 52 77 28 53 435 131
internal_value=0.000236806 4.53077e-06 0.00364557 -0.000107813 -0.000231205 0.0034023 -9.49014e-10 0.000322848 0.000955482 0.00131479 0.00394366 -0.000942809 -0.000538948 0.000380281 -0.00132231 -0.000228572 -0.000694065 0.00209118 0.00285965 0.0036 0.000321428 0.00181443 -0.000433549 -9.51912e-10 0.00071111 -0.000584616 0.00170454 -0.000906884 0.00105409 0.000209789
internal_weight=2955 2637 78 2559 2473 86 2240 1674 910 790 70 566 474 273 120 244 218 318 217 189 101 96 764 540 304 129 175 236 720 285
internal_count=2955 2637 78 2559 2473 86 2240 1674 910 790 70 566 474 273 120 244 218 318 217 189 101 96 764 540 304 129 175 236 720 285
cat_boundaries=0 30 56 58 60 61 63 64 65
cat_threshold=1073741840 0 4 134217728 65536 0 0 0 1 0 0 0 0 512 268435456 0 0 0 0 8192 0 0 0 0 0 49152 0 0 524288 8192 0 2056 0 0 0 0 0 0 0 0 0 2048 2048 0 0 4096 0 0 0 0 0 0 4194304 0 0 1073741824 1073741824 4148 26722 32 16779330 0 12420 68255744 16450
is_linear=0
shrinkage=0.04


Tree=556
num_leaves=31
num_cat=9
split_feature=7 8 12 2 12 3 3 9 1 3 13 4 2 7 2 0 11 4 2 1 6 2 0 0 2 2 1 2 0 2
split_gain=1.39175 0.745118 0.697383 0.565507 0.564043 1.08402 1.09613 0.7894 0.571021 0.543741 0.528365 0.530625 0.513515 0.500346 0.478642 0.363728 0.355589 0.449719 0.398055 0.488088 0.346676 0.542424 0.312775 0.316864 0.449702 0.384804 0.307723 0.307534 0.293962 0.352247
threshold=0 1 2 6.5000000000000009 3 2001.5000000000002 1994.5000000000002 4 4.5000000000000009 2016.5000000000002 5 37073800000.000008 29.500000000000004 6 100.50000000000001 10.500000000000002 7 1868495000.0000002 36.500000000000007 5.5000000000000009 8 30.500000000000004 16.750000000000004 40.250000000000007 57.500000000000007 30.500000000000004 2.5000000000000004 78.500000000000014 42.250000000000007 31.500000000000004
decision_type=9 9 9 10 9 8 10 9 10 10 9 8 10 9 8 10 9 8 8 10 9 8 10 10 10 8 10 10 10 10
left_child=2 3 10 -2 5 6 -3 20 12 15 14 -12 -7 -4 -1 -9 17 -10 19 -19 21 -6 -13 24 25 -24 -22 -20 -17 -30
right_child=1 4 13 -5 7 8 -8 9 16 -11 11 22 -14 -15 -16 28 -18 18 27 -21 26 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00017063196350017464 2.2878284227716328e-05 -4.7883169182118634e-05 -1.5043714319771287e-05 -5.805010943215068e-05 -0.00076849065220991209 2.5075801704625181e-05 0.0002089614479576062 -3.1625215326158694e-05 -4.6470611772991451e-05 0.00013536632196469272 -0.00029364699105786907 0.00014320242190126605 0.0001758785852517426 -6.2911905938161356e-05 1.969340680361104e-05 3.8156996000635989e-05 -5.6628984529223772e-05 -3.324871075328309e-05 0.00018824178394647093 1.7889536102010736e-05 2.6109478639718053e-05 4.0345377749794966e-05 -7.1688974433331078e-06 5.5643062459212379e-05 -0.00010071450215114053 9.5460051392065676e-05 -0.00012244487136535455 -9.0038546358834149e-06 -1.7727171772769594e-05 2.5293766492207314e-05
leaf_weight=176 75 25 285 128 48 65 33 36 77 49 27 44 44 193 26 571 261 181 40 32 25 52 88 37 30 35 111 34 79 29
leaf_count=176 75 25 285 128 48 65 33 36 77 49 27 44 44 193 26 571 261 181 40 32 25 52 88 37 30 35 111 34 79 29
internal_value=0.000291453 0.000887337 -0.000970589 -0.00136449 0.00114919 0.000338729 0.00555932 0.00178041 -7.61914e-05 0.00240516 0.000143459 0.00130882 0.00258182 -0.00202863 -0.00135211 0.00215084 -0.000543132 0.000277332 0.00101389 0.00013084 -0.00025911 0.00144144 0.00197447 0.00125654 0.000441557 0.00151613 -0.00152381 0.00352 0.00235882 0.000440366
internal_weight=2936 1995 941 203 1792 792 58 1000 734 764 463 261 109 478 202 715 625 364 287 213 236 100 234 190 153 123 136 74 679 108
internal_count=2936 1995 941 203 1792 792 58 1000 734 764 463 261 109 478 202 715 625 364 287 213 236 100 234 190 153 123 136 74 679 108
cat_boundaries=0 18 47 48 49 51 52 61 64 65
cat_threshold=0 1 1678778368 526852 2 2 131072 268435456 65536 16 32800 2097408 128 0 0 32 4224 384 16 0 4 0 2147483648 1 0 0 0 0 0 0 8256 0 0 4096 0 0 0 2048 0 0 4194304 8 0 0 4 0 524288 67151970 67128610 1 24580 12 0 0 0 4 0 2 131072 0 65536 32772 0 524288 448
is_linear=0
shrinkage=0.04


Tree=557
num_leaves=31
num_cat=15
split_feature=7 4 8 2 3 12 8 2 12 7 6 7 0 17 6 2 9 4 3 3 12 12 2 2 0 12 0 3 0 6
split_gain=1.42377 0.729636 0.613199 0.558618 0.508317 0.715709 0.563949 0.53314 0.494415 0.44933 0.447289 0.415942 0.350318 0.387742 0.481364 0.634527 0.549567 0.746197 0.522534 0.478443 0.462602 0.348783 0.53798 1.45152 0.333312 0.326763 0.323226 0.306599 0.299323 0.296739
threshold=0 5039060000.000001 1 76.500000000000014 2013.5000000000002 2 3 11.500000000000002 4 5 6 7 10.500000000000002 8 9 4.5000000000000009 10 1246835000.0000002 2007.5000000000002 2001.5000000000002 11 12 9.5000000000000018 24.500000000000004 29.500000000000004 13 38.20000000000001 1962.0000000000002 25.500000000000004 14
decision_type=9 10 9 10 8 9 9 8 9 9 9 9 8 9 9 8 9 8 10 10 9 9 8 10 10 9 10 10 10 9
left_child=9 2 4 -3 -2 7 -7 -6 10 -1 26 -10 -13 -14 18 -16 20 -18 25 27 -17 22 -11 -24 -25 -15 -4 -19 -9 -23
right_child=1 3 8 -5 5 6 -8 28 11 21 -12 12 13 14 15 16 17 19 -20 -21 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015304438571399868 5.3894117012256475e-05 8.1349571180987514e-05 0.0066929824880620093 -0.00040125693841432797 -3.1714948171343311e-06 4.6960309350797777e-05 -7.3677830663821533e-05 1.1547141191924173e-05 -0.00010297776356914721 -0.0022327549414345232 -4.4831644619826083e-05 -0.00076094980903278794 -1.5922898939934031e-05 -5.833974447428939e-05 0.00019229623271170679 -0.00010332007153259513 -2.6686813941255871e-05 3.7279754433638635e-05 0.00016091871491209227 1.1867237599627248e-06 4.3623016585594649e-06 -0.00053513714331880407 0.00032112199473203302 -0.00015911269267178342 3.3404202679521929e-05 1.7612952860002175e-05 -2.838380818786564e-06 0.00054620718571059203 9.2883918290899265e-05 -4.0996849447100638e-06
leaf_weight=138 64 66 32 25 31 103 154 25 118 25 278 37 152 131 60 132 27 81 45 40 266 124 32 30 34 114 73 25 54 410
leaf_count=138 64 66 32 25 31 103 154 25 118 25 278 37 152 131 60 132 27 81 45 40 266 124 32 30 34 114 73 25 54 410
internal_value=0.000278783 0.000815298 0.000661771 0.00430435 0.0019819 0.00144565 0.000194029 0.00396694 0.000293464 -0.0011592 -0.000944163 0.000684422 0.000927742 0.0010689 0.0013691 0.00198754 0.0016014 0.00341304 -9.18822e-10 0.00473469 0.000704156 -0.000690692 0.00118182 0.00263917 -0.000861539 -0.000731708 0.0012069 0.00613084 0.00605 -0.00113028
internal_weight=2926 2133 2042 91 431 367 257 110 1611 793 383 1228 1110 1073 921 631 571 173 290 146 398 655 121 96 64 245 105 106 79 534
internal_count=2926 2133 2042 91 431 367 257 110 1611 793 383 1228 1110 1073 921 631 571 173 290 146 398 655 121 96 64 245 105 106 79 534
cat_boundaries=0 18 48 50 71 72 90 91 108 109 110 112 113 114 116 117
cat_threshold=131072 0 1141899264 2883588 524320 0 131072 272629760 65536 134217728 0 2097152 268435584 0 67108864 0 128 896 0 4 4 0 0 1 0 2147483648 0 0 0 2052 0 512 0 0 0 0 33558528 2048 128 0 0 0 0 16384 64 0 524288 12288 1190144 32 0 0 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 4096 0 128 17837312 0 0 67108864 2883584 524288 0 0 4194304 0 0 0 2097152 0 0 0 0 0 768 82 2 0 0 2048 0 0 0 536870912 33554432 0 0 0 0 0 0 0 4096 18 274 1 22544 229408 1048672 98 32 262
is_linear=0
shrinkage=0.04


Tree=558
num_leaves=31
num_cat=11
split_feature=8 12 9 7 8 12 0 1 12 0 7 4 3 0 0 4 13 4 9 4 12 3 0 0 1 3 0 4 3 0
split_gain=1.29978 1.09497 0.799181 0.781281 0.584742 0.848441 0.562661 0.540071 0.500589 0.650619 0.548729 0.315385 0.444504 0.301398 0.298315 0.282571 0.275905 0.45826 0.241916 0.252102 0.241372 0.229867 0.306754 0.226672 0.176599 0.171155 0.159682 0.157307 0.239548 0.1542
threshold=0 1 2 3 4 5 14.500000000000002 5.5000000000000009 6 47.750000000000007 7 8.0000000000000018 2018.5000000000002 29.500000000000004 35.850000000000009 481.00000000000006 8 45.000000000000007 9 2050.0000000000005 10 1977.5000000000002 35.600000000000009 35.600000000000009 4.5000000000000009 2018.5000000000002 39.07500000000001 11029.500000000002 2003.5000000000002 44.07500000000001
decision_type=9 9 9 9 9 9 10 8 9 8 9 10 8 10 10 10 9 10 9 8 9 10 10 8 10 8 10 10 10 10
left_child=1 7 27 15 5 -5 -7 29 9 14 -10 12 -8 -14 -6 -2 25 20 19 -16 21 22 -18 -22 -25 -12 -19 28 -3 -1
right_child=3 2 -4 4 8 6 11 -9 10 -11 16 -13 13 -15 18 -17 17 26 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.8544556135262243e-05 5.2450803660469005e-05 3.1800089204536486e-06 4.4697539000934999e-05 -4.9439498638954751e-06 -0.00045260498318915309 6.6434917479737021e-05 -0.00011970270285782573 3.2543720896991492e-05 -1.3335681674566549e-05 0.00014557976240486326 1.8210969609859545e-05 -9.5290317543960084e-05 1.8851661878611556e-05 0.00010864437210101344 -0.0011890363361901062 9.7483751634821794e-05 -7.4861777322917134e-05 -3.1431890083927262e-06 -6.6309594413240802e-05 -3.8035408239813699e-06 0.0014173044257852121 -0.00094552271368480187 8.5818802404421496e-05 -0.00012480802175969429 3.0323281951811976e-05 -8.1841300955305224e-05 -0.00013909195948978712 -0.001106068402409026 -0.00074311991294448486 9.6442077514157632e-05
leaf_weight=54 180 119 103 434 115 63 31 34 115 44 65 50 171 92 32 32 37 25 230 272 55 33 65 37 158 133 49 36 48 26
leaf_count=54 180 119 103 434 115 63 31 34 115 44 65 50 171 92 32 32 37 25 230 272 55 33 65 37 158 133 49 36 48 26
internal_value=0.000383803 0.00241299 0.00105994 3.47954e-05 -0.000182996 0.000652581 0.00194258 0.005632 -0.000663958 -0.0014375 4.08675e-05 0.00134493 0.00184407 0.00237879 -0.00177846 0.00229596 0.000497005 0.00102979 -0.0013757 -0.000558731 0.00160622 0.000136985 0.00108738 0.00229885 0.00173469 -0.000727274 -0.00181333 -0.000429907 7.14276e-05 0.00790123
internal_weight=2938 420 306 2518 2306 841 407 114 1465 693 772 344 294 263 649 212 657 459 534 304 385 135 102 250 195 198 74 203 167 80
internal_count=2938 420 306 2518 2306 841 407 114 1465 693 772 344 294 263 649 212 657 459 534 304 385 135 102 250 195 198 74 203 167 80
cat_boundaries=0 30 31 33 50 73 74 76 93 94 96 98
cat_threshold=1073741824 2 4 134217728 65536 1 0 2147483648 1 32768 0 0 64 1536 0 0 0 0 4096 0 0 0 0 0 0 268468224 64 0 524288 8192 41056 0 6180 268566530 1 0 8192 0 134217728 0 536879104 0 8192 8192 0 144 0 0 0 128 0 2060 0 0 2147483648 0 0 0 0 0 0 2052 2048 0 0 0 0 0 0 0 128 524288 16777216 16887072 1051746 2 0 0 1048576 0 0 0 0 0 67584 32 0 0 0 0 0 0 4096 4 0 6148 65536 32
is_linear=0
shrinkage=0.04


Tree=559
num_leaves=31
num_cat=14
split_feature=7 11 6 4 7 12 16 2 2 16 2 12 6 2 4 6 15 2 17 9 2 2 4 1 2 2 2 2 16 2
split_gain=1.03655 0.670979 0.629534 0.429757 0.403063 0.494287 0.413337 0.409781 0.39291 0.364008 0.33079 0.430426 0.564076 0.447222 0.630054 0.337336 0.462336 0.305219 0.360935 0.549224 0.752942 0.296281 0.284731 0.268379 0.25291 0.21195 0.193528 0.190698 0.181725 0.208705
threshold=0 1 2 3500075000.0000005 3 4 5 535.00000000000011 231.50000000000003 6 2.5000000000000004 7 8 6.5000000000000009 38266465000.000008 9 10 119.00000000000001 11 12 47.500000000000007 67.500000000000014 14831265000.000002 4.5000000000000009 35.500000000000007 60.500000000000007 11.500000000000002 37.500000000000007 13 1.5000000000000002
decision_type=9 9 9 8 9 9 1 10 10 1 8 9 9 10 8 9 9 8 9 9 10 10 8 10 10 8 10 10 1 10
left_child=2 -2 9 -4 5 -3 -7 8 10 -1 28 15 13 14 -13 16 21 18 23 20 -20 26 -21 -14 -25 27 -12 -5 -6 -30
right_child=1 4 3 25 7 6 -8 -9 -10 -11 11 12 17 -15 -16 -17 -18 -19 19 22 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-7.0762109895446839e-05 -0.00012091595949644085 -0.00014607155538866917 9.5923413652330457e-05 1.2340109851602108e-05 -4.3467870544961288e-05 -0.00025683054759502189 0.00045199185760485123 2.5213631305525923e-05 -0.00061805652198735944 2.5189948948087012e-05 7.4287971032579664e-05 -0.00074261781910487019 7.6110221562789506e-05 -2.8860403992832466e-06 3.5828874927192168e-05 -0.00042076537140092236 -0.00037737883831742507 -4.4734318700978635e-05 -5.0123249689499502e-07 0.0011233704878682873 0.00093352041276040796 3.8795155022541398e-05 5.3798754309202423e-05 2.5182540003614989e-05 -1.8574876770860248e-05 6.5068735608002199e-05 -2.1905111081570641e-06 -0.00016953768244377652 0.00016077630510268921 -0.00073933542824580897
leaf_weight=74 108 206 33 94 89 67 45 44 52 33 33 25 34 520 119 104 106 115 194 25 44 31 138 279 81 63 98 27 40 28
leaf_count=74 108 206 33 94 89 67 45 44 52 33 33 25 34 520 119 104 106 115 194 25 44 31 138 279 81 63 98 27 40 28
internal_value=0.000245423 -2.27627e-05 0.0023403 0.0035614 0.000115505 -0.00119149 0.000910568 0.000309501 0.00023191 -0.000237289 0.00031749 0.000460194 0.000747002 -0.000142223 0.00182069 -0.000751959 2.86729e-05 0.00138979 0.00168342 0.00251456 0.00115663 0.00134104 0.00429885 0.000750616 0.000443212 0.00294054 0.000575757 0.00193443 -0.00144304 0.000115941
internal_weight=2949 2625 324 217 2517 318 112 2199 2155 107 2103 1946 1574 664 144 372 268 910 795 401 238 162 163 394 360 184 131 121 157 68
internal_count=2949 2625 324 217 2517 318 112 2199 2155 107 2103 1946 1574 664 144 372 268 910 795 401 238 162 163 394 360 184 131 121 157 68
cat_boundaries=0 17 20 21 39 41 42 43 45 46 47 48 49 51 52
cat_threshold=16385 128 0 2048 524320 134217728 0 268443648 0 8224 0 64 16 268435456 0 32 128 2147483649 2148540416 4096 258 268435456 0 1678770176 524804 0 0 33554432 536870912 0 16 32768 0 0 0 0 0 16 384 16884738 32 2 2 19488 2 12 396 69206016 10 0 2208 2
is_linear=0
shrinkage=0.04


Tree=560
num_leaves=31
num_cat=13
split_feature=8 9 12 8 15 12 12 9 0 4 8 0 9 3 11 3 8 3 11 0 0 0 0 1 5 0 0 3 3 5
split_gain=1.12906 0.587628 0.547283 0.35667 0.397765 0.790605 0.34323 0.582072 0.440275 0.354938 0.338264 0.550246 0.329614 0.316162 0.303856 0.255361 0.245457 0.249563 0.244982 0.833667 0.561745 0.285047 0.209865 0.206783 0.180812 0.176441 0.176321 0.175767 0.259864 0.174025
threshold=0 1 2 3 4 5 6 7 42.710000000000008 4277935000.0000005 8 39.07500000000001 9 2011.5000000000002 10 2002.5000000000002 11 2007.5000000000002 12 23.500000000000004 39.07500000000001 16.750000000000004 35.850000000000009 4.5000000000000009 2.5000000000000004 42.960000000000008 14.500000000000002 2017.5000000000002 2011.5000000000002 2.5000000000000004
decision_type=9 9 9 9 9 9 9 9 10 8 9 10 9 8 9 10 9 10 9 10 10 10 10 8 10 10 10 10 10 8
left_child=1 2 10 -2 5 26 7 8 16 -9 25 -12 13 15 -14 -8 -6 -18 21 -20 -21 -7 -11 -16 -15 -1 -5 28 -25 -4
right_child=3 -3 29 4 6 18 12 9 -10 22 11 -13 14 24 23 -17 17 -19 19 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=1.347353853924019e-05 -3.2314384428454845e-05 3.6205175213186844e-05 2.7737136133720936e-05 -0.00098763915274722373 1.2671328584545184e-05 5.0274156881826391e-05 -0.00059990612867041762 -3.8671817667800243e-06 5.69156123499886e-05 0.00019375256438523622 9.8841685356958639e-06 3.8964740621600664e-05 -9.0996625048273957e-05 -0.00010290071371370074 -0.00040148913700736741 7.8157765681355298e-06 -0.00019098405115393902 9.9825310737536337e-07 0.00037022470349472607 -0.00021333127159286474 0.00010575722022243024 -3.1703226964884859e-05 4.337308663500272e-05 -5.8350437048624898e-07 -2.71051392715254e-06 -0.00065348038509216932 -5.4150105093000002e-06 -6.2098928753392282e-05 7.1413014273642966e-05 -0.00028141525967545922
leaf_weight=92 113 129 34 46 111 48 26 31 36 26 42 59 109 210 40 35 189 38 32 29 58 79 110 760 27 35 173 49 45 149
leaf_count=92 113 129 34 46 111 48 26 31 36 26 42 59 109 210 40 35 189 38 32 29 58 79 110 760 27 35 173 49 45 149
internal_value=0.000108071 0.00174229 0.000938388 -0.000263267 -0.00015013 0.000882352 -0.000414464 0.000427535 -0.000457144 0.00231461 0.0022092 0.00389286 -0.000765245 -0.00191586 -0.000406313 0.000580644 -0.000920355 -0.00163025 0.00239689 0.00372308 0.00195454 0.000956521 0.00332847 -0.000150277 -0.00263866 0.000666666 -0.000852175 -1.87144e-05 0.000124069 -0.000680413
internal_weight=2960 540 411 2420 2307 465 1842 541 374 167 228 101 1301 298 1003 61 338 227 246 119 87 127 136 894 237 127 219 854 805 183
internal_count=2960 540 411 2420 2307 465 1842 541 374 167 228 101 1301 298 1003 61 338 227 246 119 87 127 136 894 237 127 219 854 805 183
cat_boundaries=0 30 32 33 55 56 57 59 61 80 82 84 107 108
cat_threshold=0 10 4 134217728 65536 0 0 2147483648 1 0 0 4 2048 512 268435456 0 0 0 4096 2048 0 0 0 0 0 268435456 64 0 524288 12288 256 14340 16818274 1073741840 0 0 0 2147483648 1 0 0 0 0 0 0 64 1048576 0 0 0 0 0 0 0 524288 2283798528 16966690 67151904 2 0 26656 0 0 0 0 65536 0 0 0 0 0 0 4 0 512 0 0 0 0 4096 0 4148 49152 2147484672 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 20971520 32
is_linear=0
shrinkage=0.04


Tree=561
num_leaves=31
num_cat=14
split_feature=8 12 2 12 3 3 17 11 6 3 2 3 9 11 18 2 2 8 2 12 5 2 2 2 3 12 2 12 5 12
split_gain=1.52921 0.97998 0.866598 0.843146 0.544808 0.694553 0.492958 0.517024 0.423702 0.58615 0.409298 0.393979 0.37946 0.556721 0.438514 0.368551 0.458151 0.357735 0.579481 0.411387 0.296732 0.253168 0.248868 0.253809 0.224393 0.247961 0.197574 0.40493 0.592535 0.394782
threshold=0 1 295.00000000000006 2 2013.5000000000002 2001.5000000000002 3 4 5 1997.5000000000002 22.500000000000004 2000.5000000000002 6 7 8 7.5000000000000009 17.500000000000004 9 10.500000000000002 10 4.5000000000000009 52.500000000000007 12.500000000000002 10.500000000000002 1998.5000000000002 11 38.500000000000007 12 2.5000000000000004 13
decision_type=9 9 10 9 10 10 9 9 9 10 8 10 9 9 9 10 10 9 8 9 8 10 10 8 10 9 8 9 8 9
left_child=1 -1 4 6 5 17 20 8 9 -8 -9 15 -5 -14 -15 -10 -17 18 -3 -19 -2 -18 23 -21 25 -12 27 28 -16 -28
right_child=3 2 -4 12 -6 -7 7 10 11 -11 24 -13 13 14 26 16 21 19 -20 22 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-4.0284486890140445e-05 6.2896888056445091e-06 7.3802494495849849e-05 6.9933418233299646e-05 8.4745290810771917e-06 -0.00043158848348441375 6.7617106744066873e-05 -0.0012431161473471009 -0.00014964052939670804 0.00014290258276694671 2.0331380973201973e-05 -9.5895225187616046e-07 -0.00010017571149636872 -3.502228537119736e-05 2.4073370012729357e-05 0.00096209813444234071 -0.0010131097418547912 6.40759552017159e-05 -6.6939194260030776e-06 3.7472124706179976e-05 8.4940399090299538e-06 7.7946639420022697e-05 3.8272418335333363e-05 9.9708280215898748e-06 7.9446986668211433e-05 -0.0001431793345149795 0.00010449362890818622 1.6507031831353444e-05 -4.0245668142961046e-06 -0.00038467556369797731 -1.0794366494590434e-05
leaf_weight=109 49 43 25 106 40 27 66 162 39 37 177 53 141 51 28 32 42 116 172 37 76 52 49 27 32 105 140 416 249 266
leaf_count=109 49 43 25 106 40 27 66 162 39 37 177 53 141 51 28 32 42 116 172 37 76 52 49 27 32 105 140 416 249 266
internal_value=0.000399325 0.00210366 0.00280804 -8.41211e-05 0.00249219 0.00287288 0.000848874 0.000460395 0.0016747 -0.000456141 -0.000377824 0.00265502 -0.000701705 -0.00089401 -0.000585703 0.00373494 0.00264567 0.0024809 0.00362832 0.00118333 0.00308823 0.0040421 0.00280645 0.00467692 0.000457142 0.000819787 -0.000760001 -0.00117003 -0.00231945 -5.8969e-05
internal_weight=2964 645 536 2319 511 471 922 797 321 103 476 218 1397 1291 1150 165 126 444 215 229 125 94 113 64 314 282 1099 693 277 406
internal_count=2964 645 536 2319 511 471 922 797 321 103 476 218 1397 1291 1150 165 126 444 215 229 125 94 113 64 314 282 1099 693 277 406
cat_boundaries=0 30 32 34 35 37 38 40 43 44 74 75 77 78 79
cat_threshold=1073741824 2 4 134217728 0 0 0 0 1 32768 0 2052 2048 1536 268435456 4096 0 0 4096 2048 256 0 0 0 0 16384 64 0 0 4096 68288512 32 68356128 34 9 32772 1536 400 1 8224 16384 1536 524288 4 0 0 0 0 0 0 0 0 1 0 0 0 0 512 0 0 0 0 4096 0 256 0 0 0 0 0 0 0 0 4096 2146 1179680 32 16818432 16785472
is_linear=0
shrinkage=0.04


Tree=562
num_leaves=31
num_cat=9
split_feature=8 7 2 0 2 8 15 2 0 2 10 2 4 2 4 4 2 2 8 17 4 0 6 0 2 13 1 4 2 2
split_gain=1.43159 1.01364 0.7368 0.674299 0.50967 0.469797 0.396985 0.545685 0.379931 0.376398 0.337011 0.283409 0.27735 0.275272 0.255008 0.488156 0.528621 0.233487 0.211876 0.351408 0.558716 0.506547 0.242845 0.287039 0.247704 0.239533 0.346327 0.218064 0.193426 0.368755
threshold=0 1 403.00000000000006 32.500000000000007 1750.0000000000002 2 3 44.500000000000007 10.500000000000002 24.500000000000004 4 11.500000000000002 481.00000000000006 37.500000000000007 16472860000.000002 1642125000.0000002 27.500000000000004 14.500000000000002 5 6 1800.0000000000002 39.07500000000001 7 44.07500000000001 277.00000000000006 8 5.5000000000000009 850.00000000000011 19.500000000000004 41.500000000000007
decision_type=9 9 10 10 10 9 9 10 10 10 9 10 10 10 10 10 8 8 9 9 8 10 9 10 8 9 8 8 8 10
left_child=3 -2 6 -1 -4 11 7 9 -8 -3 13 -5 -13 -10 15 17 -17 -7 28 20 -20 -22 23 24 27 26 -24 -21 -12 -30
right_child=1 2 4 5 -6 14 8 -9 10 -11 18 12 -14 -15 -16 16 -18 -19 19 22 21 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00010429178187018103 -5.9058757968780388e-05 1.8178035658946158e-05 2.3110435212245762e-05 -6.4799268681952068e-05 -1.066445425151757e-05 3.4342422215809912e-05 -0.0025540727385683221 -3.2730383091943767e-05 -4.5576339754053083e-05 0.00090909284469844879 -0.00068022981528755749 2.7512075072645468e-05 -3.9340276395414944e-05 1.6556257066684886e-05 -0.00014791643497960957 1.6444852053186948e-05 0.00022252217247461237 2.1349615698510549e-05 -7.1159846305491467e-05 4.4853532802025412e-05 -0.00057239300191060452 3.636781353433356e-05 3.6064137405359388e-05 6.684917889467583e-05 8.6499223938567207e-05 -5.8665601156475628e-05 -0.00021664243042357267 -1.5757412984724094e-06 0.00010860739936292587 -0.0011752902236583822
leaf_weight=48 484 44 55 104 25 63 40 42 136 25 55 32 26 27 26 25 27 116 39 48 40 232 110 42 31 179 39 706 26 33
leaf_count=48 484 44 55 104 25 63 40 42 136 25 55 32 26 27 26 25 27 116 39 48 40 232 110 42 31 179 39 706 26 33
internal_value=0.000198222 -0.000191171 0.000213601 0.00220084 0.00395062 0.00172381 5.48803e-05 0.00226229 -9.58761e-05 0.00462857 -6.88169e-06 -4.62437e-05 0.00216949 -0.00167816 0.00273134 0.00325862 0.00664151 0.00224444 0.000175989 0.000308733 0.00147826 0.0021685 -1.71536e-05 0.000348448 0.000178116 -0.000920355 0.000274999 3.17871e-05 -0.001408 6.66657e-05
internal_weight=2925 2458 1974 467 80 419 1894 111 1783 69 1743 162 58 163 257 231 52 179 1580 1466 311 272 1155 827 785 328 149 754 114 59
internal_count=2925 2458 1974 467 80 419 1894 111 1783 69 1743 162 58 163 257 231 52 179 1580 1466 311 272 1155 827 785 328 149 754 114 59
cat_boundaries=0 30 48 78 79 80 106 107 108 109
cat_threshold=1073741824 2050 4 134217728 0 0 0 0 0 0 0 4 2048 512 268435456 4096 0 0 0 2048 0 0 0 0 0 0 0 0 0 12288 2 1 1140850688 2886148 0 0 0 0 65536 0 0 256 268435456 0 0 0 1073741840 256 1073741824 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 11010048 17 0 8 0 0 2147549184 0 0 2147483648 0 32768 0 0 0 0 0 0 0 0 0 0 0 0 0 8 0 16384 25 78 2
is_linear=0
shrinkage=0.04


Tree=563
num_leaves=31
num_cat=10
split_feature=7 8 3 3 8 11 7 9 6 5 2 4 0 2 7 2 2 0 2 2 3 2 3 3 9 2 2 9 4 4
split_gain=1.32577 1.12151 0.635574 0.433705 0.371 0.391069 0.610341 0.458455 0.470132 0.395877 0.376443 0.365107 0.881385 0.45455 0.406316 0.695153 0.704556 0.478866 0.363367 0.360165 0.592308 0.446636 0.437428 0.366568 0.322622 0.348457 0.53767 0.29076 0.852096 0.72643
threshold=0 1 2008.5000000000002 2021.5000000000002 2 3 4 5 6 1.5000000000000002 13.500000000000002 3550.0000000000005 38.57500000000001 365.00000000000006 7 100.50000000000001 51.500000000000007 10.500000000000002 28.500000000000004 29.500000000000004 2019.5000000000002 89.500000000000014 2013.5000000000002 1999.5000000000002 8 4.5000000000000009 10.500000000000002 9 15385520000.000002 2025703500.0000002
decision_type=9 9 10 10 9 9 9 9 9 10 10 10 8 8 9 8 10 10 10 10 8 10 10 10 9 8 10 9 8 8
left_child=24 2 27 4 -3 6 -6 8 -8 11 -10 14 -13 -14 15 16 -7 -16 -12 22 23 -22 -9 -21 -1 -26 -27 28 -2 -29
right_child=1 3 -4 -5 5 9 7 19 10 -11 18 12 13 -15 17 -17 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.00048708949860076534 6.7216645729527684e-05 -1.4312024128575268e-05 5.9760362382899598e-05 -0.00047866521641173892 -8.2486071232798505e-05 3.8993360886823251e-05 -5.4569484092567334e-05 3.3838407539520492e-05 -9.5728735454687137e-07 -0.00034579100590694591 0.00038580899023390623 0.00011996354036785175 3.1155007432286837e-05 -0.00059330099490199765 4.8733687502463016e-05 8.9501082244923676e-05 -1.1486929183033977e-05 -3.1748575013664594e-05 9.4499545735190902e-06 0.00134467672596119 5.8146537731060074e-05 1.6886987110559064e-05 9.3288667166772422e-05 -0.00022214024486767836 -0.00041436716977444256 4.2006900545384985e-05 -9.2570854293683164e-06 -7.593269328719804e-05 -1.3434694628936319e-05 5.0800161518070425e-05
leaf_weight=101 38 107 27 34 110 299 104 239 85 35 48 28 48 26 35 39 87 526 61 26 57 26 41 40 50 134 279 28 114 85
leaf_count=101 38 107 27 34 110 299 104 239 85 35 48 28 48 26 35 39 87 526 61 26 57 26 41 40 50 134 279 28 114 85
internal_value=0.000450303 0.000860232 0.00314191 0.000528408 0.000605415 0.000730593 0.00138207 0.00180488 0.000543688 0.000236331 0.00167805 0.000374655 0.00264078 0.000319999 0.00013779 0.00105504 0.000558139 -0.000566435 0.00330909 0.00264545 0.00429333 0.00652381 0.00185053 0.00143283 -0.00128 -0.000784811 -0.00041546 0.00263158 0.00117791 0.00409677
internal_weight=2957 2393 292 2101 2067 1960 837 727 298 1123 194 1088 102 74 986 425 386 561 109 429 149 83 280 66 564 463 413 265 152 113
internal_count=2957 2393 292 2101 2067 1960 837 727 298 1123 194 1088 102 74 986 425 386 561 109 429 149 83 280 66 564 463 413 265 152 113
cat_boundaries=0 18 44 71 73 83 85 86 99 101 103
cat_threshold=2 268435489 1141907456 2621440 524288 64 33554432 541073408 33554432 48 0 0 268435584 0 0 0 1073745936 33024 1073741824 10 4 0 2147483648 0 0 2147483648 0 0 0 4 0 512 0 0 0 0 0 0 0 0 0 0 0 16384 16 0 0 0 0 1 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 2048 0 0 0 0 0 1073774592 64 32772 512 0 0 536870912 0 0 0 131072 0 0 134217728 1 20500 92 0 0 0 0 0 0 131072 131072 2048 0 0 0 16 0 12320 0 10244
is_linear=0
shrinkage=0.04


Tree=564
num_leaves=31
num_cat=15
split_feature=7 5 4 7 12 6 0 17 12 9 12 0 1 1 0 4 4 1 12 6 0 12 5 5 18 4 11 7 4 11
split_gain=1.40379 1.30988 0.980793 0.600199 0.954161 0.396212 1.02289 0.757897 0.518953 0.426014 0.642504 0.671912 0.363779 0.349519 0.317279 0.28469 0.262389 0.284105 0.247302 0.372791 0.246549 0.212615 0.276223 0.182997 0.16625 0.163473 0.21378 0.249896 0.153311 0.142725
threshold=0 5.5000000000000009 52809240000.000008 1 2 3 14.500000000000002 4 5 6 7 42.250000000000007 5.5000000000000009 4.5000000000000009 9.5000000000000018 49000.000000000007 345.00000000000006 5.5000000000000009 8 9 14.500000000000002 10 1.5000000000000002 10.500000000000002 11 10087555000.000002 12 13 8400.0000000000018 14
decision_type=9 8 8 9 9 9 10 9 9 9 9 10 10 8 8 10 10 8 9 9 10 9 8 8 9 8 9 9 10 9
left_child=1 -1 -3 4 -2 8 -7 16 13 10 11 -9 29 -5 -6 21 17 23 -16 -20 -10 -11 -23 -8 -4 28 -27 -28 -22 -12
right_child=3 2 24 5 14 6 7 9 20 15 12 -13 -14 -15 18 -17 -18 -19 19 -21 25 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=5.9669758167460651e-05 4.5523598802584494e-05 4.2593423729812628e-05 -0.00050578512435362117 0.00019688940689579812 1.3483657264733854e-05 0.0016480816132287081 5.6322750857054637e-06 9.9662463300012431e-05 -0.0026769197706407277 -0.00029382698828107369 -1.6705489523704624e-06 -0.00023655605377999688 -0.0001725632197405734 1.3896128758077388e-05 -7.8355101797053904e-05 3.7509265568303645e-05 2.6426808854159615e-06 5.5408996104586919e-05 3.375927459929616e-06 -4.4851578572673415e-05 -2.4187330228698719e-06 -0.00017104623975113819 1.6106109785258648e-05 0.00029143249522285106 3.1289341960362795e-06 4.8146103603272223e-06 1.6492515447815721e-05 -4.9978022017238254e-05 -2.5435372384133043e-06 2.9169839116493322e-05
leaf_weight=47 251 49 32 30 33 33 27 165 38 105 111 47 37 347 228 37 28 38 120 173 32 44 130 41 76 227 121 144 42 120
leaf_count=47 251 49 32 30 33 33 27 165 38 105 111 47 37 347 228 37 28 38 120 173 32 44 130 41 76 227 121 144 42 120
internal_value=0.000348002 0.00346046 0.0018481 0.000102898 -0.000808824 0.000482864 0.00105544 0.000816326 -8.46784e-05 0.000317223 0.00105906 0.00265471 -0.000258065 0.00106185 -0.00172743 -0.00080734 0.00347586 0.00463551 -0.002 -0.00109211 -0.000806505 -0.00127143 -0.000302704 0.00301449 -0.000293579 -0.000606703 -0.000340772 -0.00108696 -0.00234667 0.000327585
internal_weight=2953 204 157 2749 805 1944 963 930 981 796 480 212 268 377 554 316 134 106 521 293 604 279 174 68 108 566 492 265 74 231
internal_count=2953 204 157 2749 805 1944 963 930 981 796 480 212 268 377 554 316 134 106 521 293 604 279 174 68 108 566 492 265 74 231
cat_boundaries=0 18 36 37 38 39 41 43 44 46 47 48 49 52 69 70
cat_threshold=16384 0 0 0 65568 134225920 4194304 8192 0 134217728 8192 64 16 0 0 32 128 128 0 129 67379200 788992 524288 66 131072 0 33619968 8208 0 128 0 0 0 0 16 256 67134560 92 49 1099840 34 256 2196 67305730 196864 34 24 65538 4 4 1024 524288 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 4096 16388
is_linear=0
shrinkage=0.04


Tree=565
num_leaves=31
num_cat=8
split_feature=7 2 11 2 4 0 7 2 2 12 7 12 2 0 2 12 2 3 2 0 0 0 2 0 2 2 4 2 0 13
split_gain=1.11989 0.586895 0.532384 0.615684 0.857069 0.835763 0.646805 0.606001 0.852134 0.511661 0.541412 0.47746 0.422307 0.386123 0.344783 0.47461 0.454461 0.45644 0.486568 0.46085 0.32784 0.316544 0.513151 0.304141 0.289798 0.365041 0.287311 0.274555 0.271427 0.258754
threshold=0 6.5000000000000009 1 416.00000000000006 2867949500.0000005 38.57500000000001 2 26.500000000000004 53.500000000000007 3 4 5 20.500000000000004 39.07500000000001 21.500000000000004 6 18.500000000000004 1997.5000000000002 13.500000000000002 32.500000000000007 14.500000000000002 36.900000000000006 26.500000000000004 39.07500000000001 29.500000000000004 52.500000000000007 520.00000000000011 4.5000000000000009 15.500000000000002 7
decision_type=9 8 9 10 8 10 9 8 10 9 9 9 8 10 8 9 10 10 10 10 10 10 8 10 8 10 8 10 10 9
left_child=1 -1 11 6 -5 -6 7 -4 -9 21 20 12 -2 -10 15 16 17 18 19 -12 -11 22 -8 28 -3 -26 -25 -21 -17 -28
right_child=2 24 3 4 5 -7 9 8 13 10 14 -13 -14 -15 -16 23 -18 -19 -20 27 -22 -23 -24 26 25 -27 29 -29 -30 -31
leaf_value=5.3392888357709314e-05 4.8269027380936529e-05 6.5469569143165586e-06 1.3294772518169801e-06 3.560039906854983e-05 -6.5758376312731088e-05 2.6015402544054646e-05 0.0015993882728692257 0.0021923580348642896 -0.00030745776088298256 7.0963959648519488e-06 0.00054374334425740705 -0.0011114967429105868 -1.7632958188525835e-05 0.0002112779423527792 -5.2975957052597154e-06 -6.222136529192312e-07 0.00019897412780174492 9.4030984299945904e-05 -0.00059535995573510483 -0.00033223901051985264 -0.00013734150838651802 6.8959525752572453e-07 1.5500196512806421e-05 -8.7756063218264423e-05 4.0205760295296629e-05 2.9911190727740834e-05 -7.1811530887853376e-06 4.8052137905662204e-05 -4.3171197390290626e-05 4.8272286784494611e-05
leaf_weight=28 53 98 110 26 39 38 56 43 25 25 50 100 63 28 873 55 29 32 30 35 233 140 81 37 50 39 133 56 70 267
leaf_count=28 53 98 110 26 39 38 56 43 25 25 50 100 63 28 873 55 29 32 30 35 233 140 81 37 50 39 133 56 70 267
internal_value=0.000391436 0.00309734 0.000165083 0.000331482 0.00334615 0.00117949 0.000202573 0.00228571 0.00470103 -3.61595e-06 -0.000237604 -0.00169163 0.000125983 0.00125926 3.09883e-05 0.000633961 0.00210699 0.0015098 0.000674418 0.00166197 -0.00190335 0.00156944 0.00298551 -1.39625e-05 0.00240425 0.00404444 0.000484017 -4.34792e-05 -0.00174603 0.000798004
internal_weight=2942 215 2727 2511 103 77 2408 206 96 2202 1925 216 116 53 1667 794 232 203 171 141 258 277 137 562 187 89 437 91 125 400
internal_count=2942 215 2727 2511 103 77 2408 206 96 2202 1925 216 116 53 1667 794 232 203 171 141 258 277 137 562 187 89 437 91 125 400
cat_boundaries=0 16 19 36 37 46 48 50 51
cat_threshold=16387 0 33554432 0 0 134217730 0 268435456 33554432 134217760 8192 0 0 0 0 32 32769 2148073984 1 268435456 0 1048576 2048 0 64 0 0 2048 16 0 0 16 0 0 0 1073741968 17825824 131072 16 67117056 2883584 0 0 0 536870912 65536 76896 32 67265536 32 4
is_linear=0
shrinkage=0.04


Tree=566
num_leaves=31
num_cat=7
split_feature=8 7 2 2 2 2 17 12 7 4 2 4 8 2 1 2 2 2 2 0 0 2 4 5 2 13 2 3 1 3
split_gain=1.68279 0.942946 0.733309 0.873059 0.608421 0.736544 0.577902 0.525715 0.721709 0.578243 0.991781 0.457671 0.434334 0.461727 0.432669 0.444343 0.39145 0.502543 0.418511 0.355003 0.323486 0.462021 0.511102 0.505122 0.351596 0.356643 0.319989 0.296695 0.290165 0.357417
threshold=0 1 27.500000000000004 37.500000000000007 99.000000000000014 211.00000000000003 2 3 4 7650.0000000000009 5.5000000000000009 575.00000000000011 5 34.500000000000007 5.5000000000000009 9.5000000000000018 111.00000000000001 104.50000000000001 90.500000000000014 40.250000000000007 16.750000000000004 7.5000000000000009 6050.0000000000009 2.5000000000000004 47.500000000000007 6 13.500000000000002 2012.5000000000002 1.5000000000000002 2000.5000000000002
decision_type=9 9 10 10 10 10 9 9 9 8 10 10 9 10 10 10 10 8 10 10 10 10 8 8 10 9 10 8 10 10
left_child=2 -2 28 -4 -5 -6 -3 16 14 10 -10 -12 13 -11 15 -9 17 18 19 20 -8 -22 -23 -24 25 26 -25 -17 -1 -30
right_child=1 6 3 4 5 -7 7 8 9 12 11 -13 -14 -15 -16 27 -18 -19 -20 -21 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=4.6526091155998861e-05 -3.3435622874777622e-05 3.4099271662728418e-05 7.4556597950238039e-05 -1.6852116271226509e-06 0.0002147177800210054 1.471322675005754e-05 -1.4908226556329397e-05 -0.00033661216156143049 0.0019345059870815601 2.994420604793147e-05 -1.4934618749043472e-05 0.00086338266150309568 -2.9465641343666966e-05 -4.2508702239274502e-05 -5.8215137306734881e-05 -1.6569397236043681e-06 -0.00029050473471790801 0.0001310953412348038 -0.00073887659262561749 -3.6318116512399704e-05 5.6694665325840411e-05 -0.00094666361376345438 0.00014819295057487376 0.00050140346302813524 0.00017250625068438344 -2.765528919033003e-05 1.3743335915894598e-05 7.6784865663629269e-05 -5.0766622072237588e-06 4.2339877835932433e-05
leaf_weight=44 213 148 29 64 26 43 189 28 25 95 67 31 904 38 45 41 43 27 30 61 85 29 30 34 49 116 70 133 164 47
leaf_count=44 213 148 29 64 26 43 189 28 25 95 67 31 904 38 45 41 43 27 30 61 85 29 30 34 49 116 70 133 164 47
internal_value=0.000138351 -0.000253345 0.00245794 0.0046135 0.00319403 0.00577143 -1.37408e-05 -0.000183403 -0.000640339 -0.00105892 0.00151613 -0.000323233 -0.00137572 0.000749999 0.00128682 0.00212808 0.00065633 0.000887655 0.000674351 0.000885541 0.00118076 0.00180676 0.00111854 0.00161333 0.00105185 0.00036199 0.00194783 0.00288 0.00117187 0.000547169
internal_weight=2948 2531 417 162 133 69 2318 2170 1407 1160 123 98 1037 133 247 202 763 720 693 663 602 413 328 299 269 220 104 174 255 211
internal_count=2948 2531 417 162 133 69 2318 2170 1407 1160 123 98 1037 133 247 202 763 720 693 663 602 413 328 299 269 220 104 174 255 211
cat_boundaries=0 27 45 46 47 63 84 85
cat_threshold=1073741824 0 4 134217728 65536 0 0 2147483648 0 32768 0 2052 64 1536 268435456 0 0 0 33554432 8192 0 0 0 0 0 16384 64 0 144 8192 2097664 524288 0 0 0 0 0 0 256 67108880 0 0 0 4096 384 36 67330112 131072 1 68157440 2048 0 64 0 0 67584 32 0 0 0 0 0 32 16 0 0 0 2147483648 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 128 2
is_linear=0
shrinkage=0.04


Tree=567
num_leaves=31
num_cat=7
split_feature=7 2 7 2 2 8 5 4 2 11 6 2 2 5 8 0 8 2 3 2 3 2 2 2 3 2 0 4 2 2
split_gain=1.54968 1.71323 0.790531 0.961404 0.527927 0.501186 0.330643 0.298767 0.441853 0.416488 0.530103 0.550779 0.435193 0.413518 0.353473 0.330076 0.482552 0.554704 0.559845 0.663554 0.304702 0.2986 0.266329 0.443614 0.376551 0.252423 0.238703 0.188726 0.14573 0.36862
threshold=0 10.500000000000002 1 416.00000000000006 698.00000000000011 2 3.5000000000000004 38500.000000000007 15.500000000000002 3 4 72.500000000000014 10.500000000000002 1.5000000000000002 5 47.750000000000007 6 19.500000000000004 2007.5000000000002 44.500000000000007 2001.5000000000002 3.5000000000000004 129.50000000000003 49.500000000000007 2012.5000000000002 13.500000000000002 35.850000000000009 425.00000000000006 5.5000000000000009 12.500000000000002
decision_type=9 8 9 10 10 9 8 8 10 9 9 8 10 8 9 10 9 10 8 10 8 8 10 10 8 10 10 10 10 10
left_child=1 -1 -2 5 -5 -4 -3 8 13 10 11 12 -9 -7 21 16 25 -18 -19 -20 -14 -11 23 24 -8 -12 -6 -15 -23 -30
right_child=2 6 3 4 26 7 22 9 -10 14 15 -13 20 27 -16 -17 17 18 19 -21 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.0260424845493851e-05 -5.2928423556570709e-05 3.636277149684059e-05 -0.00024160160373511955 1.3283691387402253e-05 -0.00010776442136159502 -6.5962033976392259e-05 6.2810677544344092e-05 1.4394366391664473e-05 -3.977999246954009e-05 -0.00088565635349463674 2.3413859388459661e-05 4.3401653383016725e-05 3.4150639289288502e-05 1.5297010861262023e-05 -1.8546159243291867e-05 3.2764694666083445e-05 1.9638992248387852e-05 -0.00015008289149053583 0.00034469298306874827 4.4687611991839185e-05 -6.4824638148794754e-05 8.57619618756348e-05 6.8166573446300967e-05 -0.00026754988804708434 7.1909600135968067e-06 -0.0010176269882522645 0.00014151403064807395 0.0025539602556577381 -0.00051724500308027903 1.7640230536187546e-05
leaf_weight=60 341 28 107 31 25 33 28 178 105 47 51 35 30 40 455 26 180 30 54 43 238 71 32 41 142 53 33 25 25 329
leaf_count=60 341 28 107 31 25 33 28 178 105 47 51 35 30 40 455 26 180 30 54 43 238 71 32 41 142 53 33 25 25 329
internal_value=0.000499142 0.00302924 0.000161786 0.000436363 0.00448889 0.000269016 0.00175 0.000411849 -0.00103922 0.000574214 0.00117115 0.000235771 -0.000143178 0.000888888 -2.98517e-05 0.00216964 0.00193204 0.00267924 0.00478125 0.0062449 -0.00115985 0.000728778 0.00126229 0.000735848 0.00163743 -0.000486957 0.00216949 0.00272727 0.00107981 0.000743661
internal_weight=2916 331 2585 2244 89 2155 271 2048 203 1845 918 481 446 98 927 437 411 307 127 97 268 472 243 211 170 104 58 65 425 354
internal_count=2916 331 2585 2244 89 2155 271 2048 203 1845 918 481 446 98 927 437 411 307 127 97 268 472 243 211 170 104 58 65 425 354
cat_boundaries=0 17 35 58 60 61 84 113
cat_threshold=131073 268435456 33554432 2105344 32 134225922 0 0 0 134217760 40960 256 0 0 0 32 4096 0 0 68157440 526340 0 0 0 536870912 0 8192 32 0 16 0 0 0 144 384 268435456 4 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 4194304 49156 1024 204 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 512 0 4096 0 0 0 0 0 0 16777216 0 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 524288
is_linear=0
shrinkage=0.04


Tree=568
num_leaves=31
num_cat=10
split_feature=8 7 12 9 12 2 2 11 0 4 2 2 2 2 2 9 11 1 12 3 2 2 9 4 2 2 4 1 1 2
split_gain=1.81149 1.29993 0.757998 0.853288 0.749995 0.798189 0.59435 0.498036 0.49727 0.483742 0.444864 0.424784 0.406126 0.81745 0.415974 0.402456 0.364709 0.484052 0.332673 0.329774 0.324405 0.423565 0.317524 0.566649 0.528808 0.30746 0.299388 0.296337 0.267983 0.267192
threshold=0 1 2 3 4 99.000000000000014 2.5000000000000004 5 47.750000000000007 2867949500.0000005 6.5000000000000009 10.500000000000002 16.500000000000004 35.500000000000007 75.500000000000014 6 7 5.5000000000000009 8 2001.5000000000002 47.500000000000007 11.500000000000002 9 2960.0000000000005 41.500000000000007 7.5000000000000009 1950.0000000000002 5.5000000000000009 4.5000000000000009 29.500000000000004
decision_type=9 9 9 9 9 10 8 9 10 8 8 10 8 8 8 9 9 8 9 10 10 8 9 10 10 10 8 8 10 10
left_child=2 -2 29 11 5 6 -3 8 22 -7 -5 -4 -12 -14 -15 -6 20 18 -18 -9 21 -17 -8 24 26 -19 -24 -11 -16 -1
right_child=1 4 3 10 15 9 7 19 -10 27 12 -13 13 14 28 16 17 25 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013610527413922364 -7.4033128817637209e-05 -0.00028059730031403357 6.052156360572894e-05 8.6939775695436542e-05 -9.1924035912063561e-05 5.6156801234371211e-05 3.6018812107339752e-06 -3.1193938785968687e-06 7.0254578768746045e-05 3.1933804760323391e-05 5.0257176922014399e-06 -0.00019795369961793778 8.3150836034485634e-05 -5.0873064721741922e-05 2.3592505863158729e-05 -0.0010953650718106939 -4.207623097784809e-05 1.8167405260372441e-05 4.5744577834397153e-05 -0.00043085635851365569 -0.0014520072317538036 0.00026812602193749451 -0.0010339902703663337 -9.3583034630588397e-05 6.7814063274174716e-05 -0.00027822641998716176 3.4515005066196144e-05 -1.2222879304592183e-05 0.00018292242810257202 7.5842793913521004e-06
leaf_weight=58 255 78 50 42 107 25 510 272 42 87 76 81 68 44 35 59 103 65 228 43 73 86 30 31 25 76 129 43 50 43
leaf_count=58 255 78 50 42 107 25 510 272 42 87 76 81 68 44 35 59 103 65 228 43 73 86 30 31 25 76 129 43 50 43
internal_value=0.000337563 -0.000146342 0.0023871 0.00309847 0.000184643 0.00076923 0.000413436 0.000657432 0.00119794 0.00346154 0.00423313 0.00025352 0.00375182 0.00470707 0.0028 -0.000777229 -0.00039943 0.000231883 0.00107229 -0.000674848 -0.00171179 -0.000684932 0.000964186 0.00221239 0.00315676 -0.00171831 0.002275 0.00244275 0.0044186 -0.000750001
internal_weight=2914 2367 547 446 2112 1315 1160 1082 767 155 315 131 273 197 129 797 690 472 331 315 218 145 725 215 184 141 159 130 85 101
internal_count=2914 2367 547 446 2112 1315 1160 1082 767 155 315 131 273 197 129 797 690 472 331 315 218 145 725 215 184 141 159 130 85 101
cat_boundaries=0 30 48 50 52 54 56 58 59 60 62
cat_threshold=1073741824 2050 0 134217728 2147549184 1 0 2147483648 0 32768 0 133120 0 512 268435456 0 0 0 4096 2048 128 0 0 0 0 32768 0 0 0 12288 0 16 1048576 2052 524288 64 33554432 0 0 0 32 256 16 0 0 0 1073741840 384 131360 32 0 12308 67283010 32 32804 2147483648 0 4272 16416 16794624 0 18480
is_linear=0
shrinkage=0.04


Tree=569
num_leaves=31
num_cat=13
split_feature=7 12 7 12 9 9 4 7 3 12 1 1 0 5 3 3 12 1 1 0 0 13 5 0 6 7 15 3 4 0
split_gain=1.22671 0.928543 0.759811 0.488389 0.814254 0.567762 0.436954 0.574949 0.629253 0.612819 0.706677 0.422565 0.407556 0.464194 0.402863 0.365359 0.349254 0.347926 0.317753 0.432978 0.404725 0.285167 0.384663 0.284584 0.272985 0.405349 0.273223 0.240065 0.239392 0.201909
threshold=0 1 2 3 4 5 101.00000000000001 6 2007.5000000000002 7 5.5000000000000009 4.5000000000000009 36.900000000000006 1.0000000180025095e-35 1995.5000000000002 1988.5000000000002 8 5.5000000000000009 5.5000000000000009 42.250000000000007 18.500000000000004 9 1.0000000180025095e-35 39.07500000000001 10 11 12 2016.5000000000002 293.00000000000006 40.250000000000007
decision_type=9 9 9 9 9 9 10 9 10 9 10 10 10 10 8 10 9 8 8 10 10 9 10 10 9 9 9 10 10 10
left_child=1 29 16 5 -5 12 7 9 15 -7 -11 -3 13 -4 -6 18 -2 -8 19 20 -9 22 -14 -13 25 -16 -27 -26 -25 -1
right_child=2 11 3 4 14 6 17 8 -10 10 -12 23 21 -15 24 -17 -18 -19 -20 -21 -22 -23 -24 28 27 26 -28 -29 -30 -31
leaf_value=-8.203272043707617e-05 -0.00019319255844219311 8.1258035682278584e-05 5.5696260315741385e-05 1.2200994078377582e-05 0.00018606277445654015 0.00011498618009012356 1.0784429461925813e-05 -0.00018556827755846037 1.852885303502282e-05 -1.7227766985279974e-05 9.4530956524171777e-05 -1.8479923326876735e-06 -4.9665664026546842e-05 -0.00069352818980310542 -0.00010664307089235117 -0.00013244730873983947 -2.0036880211021315e-05 3.1914919819588802e-05 -0.00025836796440743511 -0.0033311219174228285 7.466936955017849e-05 -3.1063593506074938e-05 3.7301058800447178e-05 2.9539558878347433e-05 -7.8447695986372988e-05 9.7107845093004433e-06 -7.8597614347283969e-06 0.00054173873583420644 1.2460179567654597e-05 4.7998042776526506e-05
leaf_weight=70 105 39 45 105 30 106 54 30 122 138 30 43 60 32 132 90 124 40 67 39 175 174 76 118 372 184 238 26 25 41
leaf_count=70 105 39 45 105 30 106 54 30 122 138 30 43 60 32 132 90 124 40 67 39 175 174 76 118 372 184 238 26 25 41
internal_value=0.000464005 0.00269741 0.000162763 0.000378787 -0.000244081 0.000906128 0.00145898 0.00116792 0.000352059 0.00261053 0.000938547 0.00415254 -0.00037186 0.00220513 -0.000612287 -0.000407961 -0.00198333 0.0040421 0.000243589 0.000914285 0.00165048 -0.00102894 0.000380951 0.00350802 -0.000763904 -0.000169912 0.000443417 -0.00154523 0.00436111 -0.000360657
internal_weight=2930 336 2594 2365 1087 1278 891 797 523 274 168 225 387 77 982 401 229 94 311 244 205 310 136 186 952 554 422 398 143 111
internal_count=2930 336 2594 2365 1087 1278 891 797 523 274 168 225 387 77 982 401 229 94 311 244 205 310 136 186 952 554 422 398 143 111
cat_boundaries=0 17 18 36 38 40 42 51 52 54 55 56 65 66
cat_threshold=147456 0 33554432 2097152 0 134217728 0 268443648 0 8224 40960 0 128 268435456 0 32 1073745920 1048610 1 1 8192 262148 0 2048 0 0 0 0 0 256 16 0 0 0 16 256 18030658 2 1 176 1 28816 0 0 0 0 0 0 131072 131072 33556480 131138 17833986 32 2 264 0 0 0 0 0 0 0 131072 2048 67108864
is_linear=0
shrinkage=0.04


Tree=570
num_leaves=31
num_cat=9
split_feature=7 2 7 8 12 9 2 4 9 2 12 2 4 2 2 2 1 12 0 0 2 0 4 0 12 2 2 2 0 2
split_gain=1.89111 2.39499 1.00002 1.1 0.887594 0.757571 0.674289 0.970209 0.541105 1.03091 0.76442 0.479858 0.477438 0.453651 0.423331 0.38724 0.545053 0.535944 0.469609 0.39942 0.371035 0.352573 0.311464 0.306457 0.300075 0.644852 0.324545 0.323817 0.307474 0.294261
threshold=0 9.5000000000000018 1 2 3 4 99.000000000000014 3425710000.0000005 5 84.500000000000014 6 155.00000000000003 260.00000000000006 13.500000000000002 31.500000000000004 13.500000000000002 5.5000000000000009 7 21.500000000000004 29.500000000000004 27.500000000000004 33.175000000000004 293.00000000000006 29.500000000000004 8 20.500000000000004 35.500000000000007 65.500000000000014 30.500000000000004 9.5000000000000018
decision_type=9 8 9 9 9 9 8 8 9 10 9 8 8 10 10 10 10 9 10 10 8 10 10 10 9 8 10 8 10 10
left_child=1 -1 24 4 13 21 7 -6 9 20 -10 14 -12 -4 -7 16 18 19 -14 -17 29 -3 -20 -9 25 -2 -27 -26 -28 -5
right_child=2 5 3 8 6 11 -8 23 10 -11 12 -13 15 -15 -16 17 -18 -19 22 -21 -22 -23 -24 -25 27 26 28 -29 -30 -31
leaf_value=4.7536993100647277e-05 -0.00086077608843305954 3.8117881959324645e-05 -0.00066212849467546921 -0.000178669467852099 -0.00071561753226121632 1.0794445628085474e-05 0.00015131277088515727 2.645316819226157e-06 -1.8135905700650628e-05 3.7277928074345302e-05 0.00014875272990993256 1.045283696457022e-05 -0.00061626959879130193 2.9848162277923857e-06 5.2930052605310146e-05 0.00010956043316335901 5.7930076783205691e-05 -2.2921283834643187e-05 6.8282592087501824e-05 -2.8304716140876302e-07 -0.00035780382063833709 -0.00010029638877430847 -2.0162785609667043e-05 6.0294362489219111e-05 -3.8193113174571635e-05 0.0048063925016762253 -6.5722455779121725e-05 -0.00031334820952361788 9.7349187675951703e-05 3.0644871302275447e-07
leaf_weight=45 70 27 52 135 26 54 32 54 446 48 32 65 58 61 58 116 43 242 224 147 103 93 33 103 230 28 27 118 26 147
leaf_count=45 70 27 52 135 26 54 32 54 446 48 32 65 58 61 58 116 43 242 224 147 103 93 33 103 230 28 27 118 26 147
internal_value=0.000403532 0.00315014 2.90955e-05 0.000412682 0.00250147 0.00191946 0.0039823 0.00319565 1.34444e-05 -0.0011982 0.000411242 0.00346808 0.00108168 -0.000419356 0.00523894 0.000912036 0.00191643 0.000197628 0.00132911 0.00141606 -0.0019171 -0.000610688 0.00206201 0.00437975 -0.00156079 -2.46922e-05 0.00239024 -0.00220613 0.000518518 -0.00115901
internal_weight=2943 342 2601 2102 328 297 215 183 1774 433 1341 177 895 113 112 863 358 505 315 263 385 120 257 157 499 151 81 348 53 282
internal_count=2943 342 2601 2102 328 297 215 183 1774 433 1341 177 895 113 112 863 358 505 315 263 385 120 257 157 499 151 81 348 53 282
cat_boundaries=0 17 35 65 66 68 70 72 73 74
cat_threshold=1 268435584 33554432 8192 32 134225920 0 268443648 0 268435488 8192 64 0 0 0 0 4096 2 16 1074798592 524804 2 2 0 0 65536 0 0 256 16 268435456 0 0 144 256 0 4 0 0 2147483648 0 0 0 0 0 0 4 10304 512 0 0 0 0 0 0 128 0 0 0 0 49152 0 0 524288 4096 17924128 0 2048 0 20528 35072 34 67313760 1099808
is_linear=0
shrinkage=0.04


Tree=571
num_leaves=31
num_cat=5
split_feature=8 0 4 0 4 4 0 4 8 4 13 2 3 2 2 3 2 6 2 1 2 8 1 2 2 3 2 2 2 2
split_gain=1.63162 1.48773 0.507663 0.495069 0.388733 0.330747 1.66252 0.718035 0.464092 0.830275 0.371766 0.713484 0.503283 0.326952 0.309746 0.307335 0.321566 0.501092 0.366566 0.305315 0.305659 0.290933 0.527246 0.630425 0.528309 0.463233 0.316677 0.278268 0.268803 0.574932
threshold=0 47.750000000000007 680725000.00000012 50.425000000000004 16472860000.000002 6050.0000000000009 39.07500000000001 237200.00000000003 1 141.00000000000003 2 37.500000000000007 2003.5000000000002 83.500000000000014 9.5000000000000018 2012.5000000000002 10.500000000000002 3 7.5000000000000009 5.5000000000000009 147.50000000000003 4 5.5000000000000009 15.500000000000002 7.5000000000000009 1984.5000000000002 63.500000000000007 23.500000000000004 51.500000000000007 44.500000000000007
decision_type=9 10 8 8 10 10 10 10 9 8 9 10 10 8 10 10 10 9 10 8 10 9 8 8 8 10 10 10 10 10
left_child=1 2 14 5 21 8 -7 -8 10 -10 11 -2 13 28 -1 16 18 -18 -11 20 -15 25 23 24 -23 26 -4 -17 29 -12
right_child=3 -3 4 -5 -6 6 7 -9 9 15 12 -13 -14 19 -16 27 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.2540561887701334e-06 -7.8255136832512525e-07 2.5056745390581874e-05 1.0069696743235358e-05 -0.0004597804783366656 -0.00038400516571655352 4.7875579250334369e-05 8.6803542751550126e-05 -0.00025054069594892338 3.488881169600412e-05 -1.1702741152789776e-05 2.6428434223766608e-06 0.00020120211400926437 -0.00021103332974603992 3.2294480883610621e-05 -4.579694466771249e-05 -2.1994749954522092e-06 -6.6387229378189592e-05 -3.9150266238837191e-06 7.2134376536223815e-05 -1.2740189089108954e-05 9.6815053572330857e-05 0.00018145113502248913 4.2779931899216575e-06 0.00011121730600168276 -1.2500076426528535e-05 -0.00025787458579821837 1.8194245729924258e-05 1.1026572461698349e-05 -7.5404874354440628e-05 6.8169517440041949e-05
leaf_weight=25 58 44 153 48 26 45 29 65 32 374 389 48 69 45 48 109 284 378 89 48 27 45 61 75 45 45 37 40 87 32
leaf_count=25 58 44 153 48 26 45 29 65 32 374 389 48 69 45 48 109 284 378 89 48 27 45 61 75 45 45 37 40 87 32
internal_value=0.000551533 0.00238049 0.00185383 5.89501e-05 0.00231967 0.000145842 0.00202857 -0.00101053 2.08521e-05 -0.000443433 0.000771498 0.00287179 0.000412428 0.000775834 -0.00124324 -0.000608628 -0.000834814 -0.0013997 -2.5863e-05 0.00264463 0.00427397 0.00258874 0.00361181 0.00493976 0.00263736 0.00138211 0.00230366 0.00109333 0.000330058 0.000748814
internal_weight=2900 604 560 2296 487 2248 139 94 2109 1306 803 106 697 628 73 1274 1125 662 463 120 72 461 226 165 90 235 190 149 508 421
internal_count=2900 604 560 2296 487 2248 139 94 2109 1306 803 106 697 628 73 1274 1125 662 463 120 72 461 226 165 90 235 190 149 508 421
cat_boundaries=0 26 56 57 58 84
cat_threshold=1073741840 2 4 134217728 0 1 262144 0 0 0 0 2052 2048 512 268435456 0 0 0 0 0 128 0 0 0 0 49152 0 12 0 0 2147483648 0 0 2147483648 0 0 0 131072 0 0 0 0 0 0 33554432 8192 256 0 16777216 0 0 0 64 0 0 4096 8 268 0 0 0 0 0 1 262144 0 0 0 0 2048 0 0 0 0 0 0 0 0 128 0 0 0 0 49152
is_linear=0
shrinkage=0.04


Tree=572
num_leaves=31
num_cat=7
split_feature=7 4 0 4 1 7 7 0 9 2 2 6 6 2 0 2 0 2 2 2 2 2 2 9 2 2 2 2 0 1
split_gain=1.96657 1.23077 0.844664 0.611767 0.723362 0.609835 0.520024 0.448498 0.348563 0.379603 0.34569 0.556657 0.441478 0.477935 0.431395 0.37075 0.414062 0.340505 0.335959 0.374785 0.33453 0.698305 0.329664 0.326211 0.369856 0.404264 0.451948 0.348987 0.460646 0.243013
threshold=0 1868495000.0000002 36.900000000000006 283.00000000000006 4.5000000000000009 1 2 39.07500000000001 3 1.5000000000000002 67.500000000000014 4 5 8.5000000000000018 39.07500000000001 28.500000000000004 35.600000000000009 18.500000000000004 155.00000000000003 99.000000000000014 57.500000000000007 26.500000000000004 30.500000000000004 6 13.500000000000002 44.500000000000007 67.500000000000014 1.5000000000000002 23.500000000000004 5.5000000000000009
decision_type=9 10 8 10 10 9 9 10 9 8 10 9 9 10 10 10 8 10 10 10 10 8 10 9 10 10 10 8 10 8
left_child=6 3 -3 5 -5 7 -1 22 9 -7 12 18 -11 -14 -13 16 -15 -18 19 -12 21 -9 -2 24 27 -26 -27 -8 -29 -10
right_child=1 2 -4 4 -6 8 23 20 29 10 11 14 13 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-6.5967397973491808e-05 2.8125570715029071e-05 1.9024042870040525e-05 1.7972610483549075e-05 5.2551027533469982e-05 -0.00012287603484508784 7.1729871785516068e-05 -0.00045275526915720282 1.5046428016499667e-05 9.7907671616532946e-06 -9.5031332315105801e-06 6.335294835203873e-05 -0.00052076245378914669 -6.7385061315461151e-05 -0.00022587499327550813 1.8668952780109276e-05 -3.239850550897927e-06 0.00019055017730336819 7.0595340525062979e-05 -0.0002039011842504164 4.4487089548020579e-05 2.7029897238649495e-05 4.157148307785401e-05 -0.0014664939977243119 -0.00012453644416475707 -5.1510550632426279e-05 3.7532155703527653e-05 -1.1029171404618181e-05 9.4880593927637526e-05 5.6443655262896048e-05 7.6836751969894292e-05
leaf_weight=107 50 29 101 34 177 44 28 53 277 559 37 36 136 35 74 65 82 42 28 39 41 28 37 171 212 84 148 40 78 93
leaf_count=107 50 29 101 34 177 44 28 53 277 559 37 36 136 35 74 65 82 42 28 39 41 28 37 171 212 84 148 40 78 93
internal_value=0.000465272 0.00112524 0.0048855 0.00088008 -0.00115094 0.00112464 -0.00112856 0.00310909 0.000829267 0.000481481 0.000342151 0.00178605 4.34687e-06 0.00107817 -0.000330579 0.00224 0.003275 0.004352 0.00368696 0.0054026 0.00481301 0.00629268 0.00104545 -0.000730571 -0.000266224 -0.000844945 0.000309012 0.00146939 0.00242017 0.00188976
internal_weight=2965 2097 130 1967 211 1756 868 209 1547 1177 1133 214 919 360 110 224 159 124 104 76 122 81 87 761 590 444 232 146 118 370
internal_count=2965 2097 130 1967 211 1756 868 209 1547 1177 1133 214 919 360 110 224 159 124 104 76 122 81 87 761 590 444 232 146 118 370
cat_boundaries=0 18 30 48 50 51 52 54
cat_threshold=2 0 1141899264 534532 524290 2048 131072 0 65536 134217728 0 2097408 268435472 0 0 32 1073741968 384 147456 268435584 33554432 0 0 134217728 0 0 33554432 32 0 128 2 0 0 0 524288 2048 0 0 0 0 0 2097152 268435472 0 0 0 0 384 1 18564 12 204 0 18464
is_linear=0
shrinkage=0.04


Tree=573
num_leaves=31
num_cat=8
split_feature=7 8 12 2 7 2 1 12 4 0 4 1 2 2 3 8 2 2 2 3 9 2 2 0 4 2 2 2 12 3
split_gain=2.21349 1.79766 1.00645 0.97972 0.756657 0.971086 0.688689 0.501638 0.505045 0.463848 0.443989 0.656404 0.436189 0.405445 0.38938 0.397812 0.606569 0.429974 0.379982 0.374925 0.475756 0.437518 0.363769 0.592001 0.777869 0.319884 0.305025 0.295741 0.295028 0.29717
threshold=0 1 2 19.500000000000004 3 45.500000000000007 5.5000000000000009 4 215.00000000000003 35.600000000000009 293.00000000000006 5.5000000000000009 61.500000000000007 46.500000000000007 1991.5000000000002 5 17.500000000000004 37.500000000000007 10.500000000000002 2012.5000000000002 6 510.50000000000006 105.50000000000001 32.500000000000007 1246835000.0000002 29.500000000000004 16.500000000000004 4.5000000000000009 7 2017.5000000000002
decision_type=9 9 9 8 9 8 8 9 8 10 10 8 10 8 8 9 8 10 10 10 9 8 8 10 10 10 10 8 9 10
left_child=-1 2 22 -4 5 10 12 19 -9 -7 11 26 13 25 -10 16 18 -18 27 20 21 -6 23 -2 -25 -5 -3 -16 -17 -30
right_child=1 4 3 6 7 9 -8 8 14 -11 -12 -13 -14 -15 15 28 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-4.4036801441118097e-05 0.0012897818549844353 0.00014482367289393028 -0.00010678009298982776 6.672758997197175e-06 5.0446695062920872e-05 8.254547884353045e-05 -8.7178035618629342e-07 3.1134399965459892e-05 0.00015955907960509718 -8.6894934479204411e-05 5.0735996290676445e-05 -0.00021526597986800772 7.0509494322404785e-05 -2.0841089298934491e-05 0.0011058271321113251 -3.0677469736536137e-06 -0.0016246614178230274 6.1470050265331971e-06 0.0005169398276941 3.590457674714186e-05 -7.4090269913248548e-05 0.00014045447126342865 2.4584265034124825e-05 5.0538669664189054e-05 0.00011673032936286858 0.00050472525893806362 5.7769377480185092e-06 -1.5010521746185815e-05 -0.00015833337127444579 6.1047154976944201e-05
leaf_weight=624 25 26 110 33 256 28 61 45 29 80 25 28 66 27 40 455 75 150 28 39 124 25 39 48 32 30 36 30 289 26
leaf_count=624 25 26 110 33 256 28 61 45 29 80 25 28 66 27 40 455 75 150 28 39 124 25 39 48 32 30 36 30 289 26
internal_value=0.000561091 0.00113126 0.0033112 0.00192899 0.000555013 0.00268376 0.00354128 0.000244142 -0.000193549 7.33936e-05 0.00534483 0.00395604 0.00494267 0.00307692 -0.000363314 -0.00048629 0.000682634 -0.000442479 0.00331313 0.00137143 0.00103448 0.00190411 0.00609032 0.00773585 0.00592592 0.0048125 0.00622222 0.00169014 -0.000973112 -0.00190184
internal_weight=2929 2305 471 327 1834 223 217 1611 1167 108 115 90 156 90 1122 1093 323 225 98 444 405 281 144 105 80 63 62 70 770 315
internal_count=2929 2305 471 327 1834 223 217 1611 1167 108 115 90 156 90 1122 1093 323 225 98 444 405 281 144 105 80 63 62 70 770 315
cat_boundaries=0 18 48 49 66 68 97 99 100
cat_threshold=3 1 1142169600 788996 524288 2050 33554432 4194304 65536 134218752 0 0 16 0 67108864 32 144 384 1073741824 2054 0 134217728 0 0 0 2147483648 0 0 0 2048 8192 512 0 0 0 0 0 0 384 0 0 0 0 16384 64 0 0 4096 1090 131072 0 0 8192 0 8192 0 8192 0 268435488 40960 128 128 0 0 0 4096 85008384 2 16 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 0 0 0 0 0 524288 0 6272 1378
is_linear=0
shrinkage=0.04


Tree=574
num_leaves=31
num_cat=14
split_feature=7 7 2 2 12 8 6 2 8 9 12 9 2 2 9 2 2 2 16 2 12 2 2 16 7 2 1 1 2 2
split_gain=1.71144 0.975128 1.55397 1.30866 0.62266 0.612949 0.634238 0.519299 0.472273 0.438983 0.72168 0.411974 0.53674 0.363336 0.323636 0.307638 0.289836 0.545561 0.280339 0.27886 0.547375 0.279845 0.271416 0.274883 0.261723 0.641592 0.246071 0.242597 0.221523 0.203532
threshold=0 1 15.500000000000002 4.5000000000000009 2 3 4 129.50000000000003 5 6 7 8 70.500000000000014 442.50000000000006 9 10.500000000000002 36.500000000000007 8.5000000000000018 10 12.500000000000002 11 32.500000000000007 49.500000000000007 12 13 45.500000000000007 5.5000000000000009 4.5000000000000009 21.500000000000004 16.500000000000004
decision_type=9 9 8 10 9 9 9 10 9 9 9 9 8 10 9 10 10 8 1 8 9 10 10 1 9 8 8 10 10 10
left_child=8 2 3 -2 11 9 14 16 18 10 15 19 -13 -9 -7 -6 17 -8 29 -3 21 -21 23 28 25 -10 -11 -4 -22 -1
right_child=1 4 27 -5 5 6 7 13 24 26 -12 12 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025803741408293837 -2.5632513016086685e-06 -0.00015443820752375988 2.366887637118275e-05 0.00018025204696089478 9.0368666576608512e-05 5.7835788415750106e-06 -2.2789215059857846e-05 0.0001036239290016951 -5.7450448211250809e-05 6.7886531559081765e-05 5.6702993223712342e-05 1.7688219605546145e-06 3.5437806171327631e-05 2.1256692483426e-05 -2.3687083283662853e-05 -0.00068846449523278313 -2.9195922119601218e-05 3.7901012950629476e-05 -5.9863333467361173e-05 -7.2798784587683317e-06 -1.1302547760737328e-05 -0.00047837440174887364 1.7279830297220201e-05 0.00063023421783555452 -6.2985639164131907e-05 0.00011113563057160464 5.6275389595257171e-05 -7.8458687864468859e-06 -0.00025678374152558688 2.1778689357963224e-05
leaf_weight=30 28 155 44 65 34 139 115 33 144 78 204 140 42 28 302 68 80 208 36 114 44 115 77 41 353 40 37 89 30 43
leaf_count=30 28 155 44 65 34 139 115 33 144 78 204 140 42 28 302 68 80 208 36 114 44 115 77 41 353 40 37 89 30 43
internal_value=0.00049239 0.000999568 0.00344304 0.00753191 0.000717899 0.00123859 0.000633187 0.00165053 -0.00131507 0.00249074 0.00156467 -0.00019766 0.00140933 0.00509677 -0.000451328 -0.00113274 0.00115841 0.00169136 0.00103333 -0.000722318 -0.000199053 -0.00148333 0.0013399 0.000172413 -0.00180292 -0.000492309 0.00460317 0.000805969 -0.00128 0.00254054
internal_weight=2956 2310 226 93 2084 1326 905 464 646 421 306 758 182 61 441 102 403 323 109 576 421 229 192 115 537 184 115 133 74 73
internal_count=2956 2310 226 93 2084 1326 905 464 646 421 306 758 182 61 441 102 403 323 109 576 421 229 192 115 537 184 115 133 74 73
cat_boundaries=0 18 35 37 63 64 87 89 90 92 94 95 97 98 115
cat_threshold=0 268435456 1678770176 2624004 0 8256 33554432 541065216 65536 134217728 32800 2097408 16 0 67108864 0 144 384 268566529 0 33554432 0 65536 0 0 268443648 0 268443648 0 64 0 0 0 0 1073745920 16846080 34 16 8 0 0 0 1 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 256 0 16777216 0 0 16384 216 0 0 0 0 0 0 0 0 0 0 0 133124 2048 0 0 0 0 0 0 0 0 0 4194304 0 26656 32770 0 10388 0 12464 2 1280 32 2 0 0 0 2048 0 0 0 4194304 65536 134217728 32768 0 0 0 67108864 0 128
is_linear=0
shrinkage=0.04


Tree=575
num_leaves=31
num_cat=8
split_feature=8 7 7 2 2 13 3 4 9 12 2 5 2 2 2 12 2 3 0 0 1 2 5 12 2 1 2 3 1 0
split_gain=1.80324 1.1396 0.736272 0.677245 0.77111 0.555995 0.573416 0.432638 0.571805 1.04229 1.11138 0.507652 0.462136 0.35839 0.380313 0.342136 0.322707 0.315995 0.341465 0.312614 0.290449 0.289628 0.348333 0.28251 0.279327 0.644105 0.270491 0.316073 0.504917 0.26783
threshold=0 1 2 73.500000000000014 155.00000000000003 3 2013.5000000000002 199.50000000000003 4 5 36.500000000000007 1.5000000000000002 5.5000000000000009 99.000000000000014 88.500000000000014 6 8.5000000000000018 1975.5000000000002 27.250000000000004 40.675000000000004 5.5000000000000009 66.500000000000014 3.5000000000000004 7 65.500000000000014 5.5000000000000009 50.500000000000007 1989.5000000000002 5.5000000000000009 32.500000000000007
decision_type=9 9 9 10 10 9 8 10 9 9 8 10 10 10 10 9 8 10 10 10 10 10 8 9 8 8 8 10 10 10
left_child=5 15 -3 7 13 21 -7 8 12 10 11 19 -4 14 -5 29 -8 18 -11 -10 -9 22 -1 -14 -18 -26 27 28 -25 -2
right_child=1 2 3 4 -6 6 16 20 9 17 -12 -13 23 -15 -16 -17 24 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=3.5763480693874262e-05 6.8535287097373375e-05 1.5712782174321434e-05 -5.0292098642330529e-05 5.2648853533396564e-05 -9.5700669291431951e-08 5.8457199492954226e-05 -4.7769706269890932e-06 -1.2713348472654273e-05 9.9050324565027471e-06 9.5869584225157699e-05 8.9476627334907771e-05 -0.00035492495862315038 -9.5684944766515909e-06 3.3875020322133248e-05 -1.9916647647711689e-05 -7.3843818961461761e-05 6.8150653471297029e-05 1.3666692439807213e-05 -0.00021568891460393337 0.00012754021904511865 2.1452768248437824e-05 5.993804815505703e-05 -0.00042189364751792899 4.8821862522217012e-05 0.00011567232217788829 -0.00028947699395670377 -1.5652763163540563e-05 -1.7665969361295025e-06 0.0005895686083814141 -0.00018293841100405994
leaf_weight=32 46 121 318 44 131 25 31 176 138 27 56 34 392 93 33 206 98 31 99 26 26 28 80 265 38 47 55 126 34 101
leaf_count=32 46 121 318 44 131 25 31 176 138 27 56 34 392 93 33 206 98 31 99 26 26 28 80 265 38 47 55 126 34 101
internal_value=0.000450303 6.4889e-05 0.000402504 0.000219384 0.00197351 0.00298461 0.004176 -7.31717e-05 0.000147315 0.00141232 0.00295849 0.00164824 -0.000299751 0.00374269 0.00169231 -0.00201099 0.00364651 -0.00111905 -0.00207874 0.0025697 -0.00181281 0.000794701 -7.07974e-05 0.000174111 0.00428261 0.00255814 0.000814663 0.00117371 0.00188 -0.000430381
internal_weight=2957 2578 2225 2104 301 379 239 1803 1601 411 254 198 1190 170 77 353 214 157 126 164 202 140 112 872 183 85 480 425 299 147
internal_count=2957 2578 2225 2104 301 379 239 1803 1601 411 254 198 1190 170 77 353 214 157 126 164 202 140 112 872 183 85 480 425 299 147
cat_boundaries=0 30 47 63 64 66 68 69 71
cat_threshold=1073741824 6 0 0 0 0 0 0 0 0 0 0 2048 512 268435456 0 0 0 4096 0 0 0 0 0 0 49152 64 0 0 12288 1 16 1678770176 2052 0 0 0 268435456 0 0 32 256 16 0 0 0 1073741968 131072 268435456 33554432 8192 0 0 0 0 33554432 0 40960 0 128 0 0 32 2 1073741824 18576 67207426 32 16804098 16949536 32
is_linear=0
shrinkage=0.04


Tree=576
num_leaves=31
num_cat=6
split_feature=8 8 0 2 4 2 9 3 4 9 0 2 2 0 2 0 2 1 4 4 8 3 5 0 0 2 15 2 2 3
split_gain=1.3014 0.444183 0.426706 0.89803 0.453633 0.364983 0.34189 0.702096 0.334953 0.315942 0.517003 0.455874 0.634968 0.457122 0.36437 0.334854 0.282636 0.263656 0.235514 0.347612 0.378576 0.446785 0.261684 0.259706 0.43457 0.537556 0.251801 0.303756 0.678977 0.413903
threshold=0 1 15.500000000000002 65.500000000000014 180.50000000000003 55.500000000000007 2 2010.5000000000002 86.000000000000014 3 43.175000000000004 15.500000000000002 35.500000000000007 40.250000000000007 10.500000000000002 44.07500000000001 94.500000000000014 4.5000000000000009 6050.0000000000009 1972110000.0000002 4 2010.5000000000002 3.5000000000000004 45.425000000000004 42.710000000000008 80.500000000000014 5 28.500000000000004 43.500000000000007 2021.5000000000002
decision_type=9 9 10 10 8 10 9 10 10 9 10 10 10 10 10 10 8 10 8 8 9 8 8 10 10 8 9 8 10 8
left_child=9 -2 3 5 8 -3 18 17 -4 10 14 15 -13 16 -1 -11 -14 -8 -6 22 21 -21 -20 24 26 -26 27 -22 29 -29
right_child=1 2 4 -5 6 -7 7 -9 -10 11 -12 12 13 -15 -16 -17 -18 -19 19 20 23 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00012406503947324192 -1.5034092674826464e-05 9.7629781916204497e-06 2.5755127599707195e-05 8.9657464272431114e-05 -0.00014985647856373353 -0.00065995356411139422 4.5005412671061772e-05 6.8564095524991322e-05 2.8225143407905449e-05 9.8074158735355541e-06 -0.00043415367768342988 6.392911132456265e-05 -0.00034518732079171849 0.00029765568992769123 -0.00011592300300751536 3.3856229483283432e-05 2.2495318940145169e-05 -3.1619443708781612e-08 -1.6614122073674771e-05 3.5788618332249169e-05 -2.1920463308412997e-05 7.3187541110863205e-06 0.0010029091314491655 -0.00069302114126750945 -3.3854580613335037e-05 4.6134105104293754e-05 -1.9216043123651728e-05 -0.00019435142609929818 -5.7842552171497524e-06 0.0019672248083415452
leaf_weight=40 275 312 33 76 92 26 36 28 25 126 30 68 26 29 44 29 47 200 29 26 324 79 29 71 37 35 468 26 179 39
leaf_count=40 275 312 33 76 92 26 36 28 25 126 30 68 26 29 44 29 47 200 29 26 324 79 29 71 37 35 468 26 179 39
internal_value=0.000521316 0.000154722 0.000348463 0.00150361 7.74037e-05 0.000613568 -4.23788e-05 0.00125091 0.00352542 0.00249778 0.000511999 0.00315476 0.00467836 0.00264078 0.0021647 0.00166667 0.000918918 0.000573839 -0.00028789 -0.000154878 -0.000292608 0.00189655 0.00284746 -0.000500841 -0.000353473 0.00263014 -0.000563164 1.3816e-05 0.00107755 0.00454545
internal_weight=2884 2445 2170 414 1756 338 1698 264 58 439 114 325 170 102 84 155 73 236 1434 1342 1284 105 58 1179 1108 72 1036 568 244 65
internal_count=2884 2445 2170 414 1756 338 1698 264 58 439 114 325 170 102 84 155 73 236 1434 1342 1284 105 58 1179 1108 72 1036 568 244 65
cat_boundaries=0 30 59 61 63 90 91
cat_threshold=0 0 4 134217728 2147549184 1 0 0 0 32768 0 2052 2112 512 0 0 0 0 0 0 0 0 4194304 0 0 32768 0 0 0 4096 16 2048 0 0 0 0 0 0 1 0 0 131072 8192 1048576 0 0 0 0 0 0 128 0 0 0 0 0 4 0 524288 0 30852 0 24596 268435456 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 64 75497472
is_linear=0
shrinkage=0.04


Tree=577
num_leaves=31
num_cat=12
split_feature=7 8 7 2 8 12 2 18 9 2 2 2 1 2 8 12 2 12 7 2 2 5 1 2 3 2 1 16 2 2
split_gain=1.70054 1.08097 0.69744 0.853167 0.638278 0.835448 0.57253 0.589192 0.514588 0.552926 0.512137 0.445135 0.509855 0.418118 0.505116 0.765017 0.418237 0.414567 0.390853 0.384143 0.342739 0.338607 0.433355 0.559154 0.359481 0.322852 0.302518 0.299198 0.265586 0.256965
threshold=0 1 2 48.500000000000007 3 4 23.500000000000004 5 6 321.00000000000006 4.5000000000000009 2.5000000000000004 3.5000000000000004 31.500000000000004 7 8 49.500000000000007 9 10 27.500000000000004 442.50000000000006 2.5000000000000004 5.5000000000000009 22.500000000000004 2017.5000000000002 15.500000000000002 5.5000000000000009 11 10.500000000000002 12.500000000000002
decision_type=9 9 9 8 9 9 10 9 9 10 10 10 8 10 9 9 10 9 9 10 8 8 10 10 10 10 10 1 10 10
left_child=17 6 3 29 27 20 28 -8 10 11 -7 26 -13 14 -14 -16 -15 -1 -19 21 -6 -17 23 24 25 -23 -10 -4 -2 -3
right_child=1 2 4 -5 5 8 7 -9 9 -11 -12 12 13 16 15 19 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010127480810540438 3.5728474790184667e-05 6.5550273324109108e-05 -1.1628431549583105e-05 -8.6572117445626867e-06 -5.8005839296236302e-06 8.5751469641366323e-05 2.6006928683593471e-05 0.00010875877386629768 -0.00011436725051426986 7.0000024690128855e-05 1.7238000513542947e-05 0.00057196985370164646 0.00017547620035305523 -0.00021154295622624744 -0.00037381336443839702 -1.5071970050891515e-06 1.9318515639267335e-05 3.1154067865057847e-06 -4.455460098181931e-05 -9.326146895596606e-05 4.3649433446616166e-05 0.00020811964220499824 0.00041107566984150155 0.00016951367653253395 -0.00043739374489479722 -1.7307831945382521e-05 7.227662241759952e-06 6.9448033406273275e-05 -0.00061175873165491374 6.6862721807632448e-05
leaf_weight=209 75 25 265 44 451 27 41 28 121 58 78 47 104 98 115 49 189 143 214 28 40 147 36 27 29 40 31 99 28 41
leaf_count=209 75 25 265 44 451 27 41 28 121 58 78 47 104 98 115 49 189 143 214 28 40 147 36 27 29 40 31 99 28 41
internal_value=0.000454917 0.0009258 0.000674545 0.00363636 0.000499521 0.000822711 0.00389071 0.00691428 0.00137976 0.00110088 0.00396552 0.000900187 0.00123516 0.00101043 0.00163194 0.000987551 -0.000236112 -0.0014974 -0.000619566 0.00189646 -0.000565738 0.00233435 0.00287143 0.0022459 0.00154839 0.00219149 -0.00109804 -0.00100267 0.00219231 0.00680597
internal_weight=2927 2361 2189 110 2079 1715 172 69 1224 1119 105 1061 909 862 575 471 287 566 357 356 491 328 279 243 216 187 152 364 103 66
internal_count=2927 2361 2189 110 2079 1715 172 69 1224 1119 105 1061 909 862 575 471 287 566 357 356 491 328 279 243 216 187 152 364 103 66
cat_boundaries=0 18 44 60 90 91 92 94 117 118 120 129 130
cat_threshold=2 16 1677729792 526852 524288 64 0 536870912 65536 1024 0 256 16 0 67108864 0 144 384 0 0 4 0 0 0 0 2147483648 0 0 0 0 0 1536 0 0 0 0 0 0 0 0 4194304 0 0 32768 0 0 0 2105344 0 134225920 0 268443648 0 134217728 0 0 128 0 0 32 2415919104 0 0 0 65536 0 524288 0 0 0 0 2052 64 1048576 0 4096 0 0 33554432 2048 128 524288 0 0 0 1073741824 4 0 0 4096 16982272 4 1 8320 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 51200 83944448 2 0 0 67108864 4 0 0 0 0 65536 2
is_linear=0
shrinkage=0.04


Tree=578
num_leaves=31
num_cat=20
split_feature=7 12 12 7 7 7 7 9 11 12 12 5 5 9 4 15 1 7 1 6 5 16 1 4 1 12 16 16 16 4
split_gain=1.28991 0.57058 0.480546 0.616083 0.568875 0.464588 0.425082 0.446287 0.647853 0.942536 0.755007 0.350105 0.343677 0.284998 0.283773 0.528445 0.265396 0.254426 0.221789 0.216049 0.211396 0.193206 0.184689 0.173403 0.170312 0.155116 0.152358 0.149705 0.139331 0.133313
threshold=0 1 2 3 4 5 6 7 8 9 10 1.5000000000000002 1.0000000180025095e-35 11 7049.5000000000009 12 4.5000000000000009 13 5.5000000000000009 14 1.5000000000000002 15 4.5000000000000009 45.000000000000007 5.5000000000000009 16 17 18 19 5544455000.000001
decision_type=9 9 9 9 9 9 9 9 9 9 9 8 10 9 8 9 10 9 8 9 10 1 10 10 10 9 1 1 1 8
left_child=1 5 4 24 23 22 -5 8 9 -8 11 -10 18 -6 -12 -16 21 25 -9 20 -18 -15 -1 27 -4 -3 -11 -2 -27 -21
right_child=2 17 3 6 13 -7 7 12 10 26 14 -13 -14 16 15 -17 19 -19 -20 29 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=2.288733470849522e-05 4.8020460297218511e-05 -0.00027820244556304692 -0.0010162647202908847 5.4243995173885643e-05 -4.5529011120551553e-05 -2.3373522683903481e-05 -0.0002146800145286676 1.5481214254912497e-05 4.6943538529409029e-05 6.6681363067425537e-05 3.6601303404670342e-05 -0.00010610521410727346 -3.631503747825124e-06 -6.4822213270183977e-07 3.8706085601204861e-05 -3.2277827401565667e-05 -5.5902096124782478e-05 -5.9459499310078297e-05 0.00026875918858574482 -7.2522079188424394e-06 6.1785742120400267e-05 8.8410695183916972e-05 2.0648633765220289e-05 -0.00013875075193383186 -4.9228664975001524e-06 -4.4964679715949627e-05 8.9657324584858624e-05 1.9443237098535324e-05 1.8299501361350495e-06 8.864763212485259e-07
leaf_weight=37 48 117 81 101 140 127 103 116 29 50 25 350 36 39 151 113 168 220 29 41 30 28 64 27 25 85 178 81 86 215
leaf_count=37 48 117 81 101 140 127 103 116 29 50 25 350 36 39 151 113 168 220 29 41 30 28 64 27 25 85 178 81 86 215
internal_value=-4.08034e-05 -0.00147791 0.000444243 0.000895564 -0.000323672 0.000200836 0.00114241 0.0009068 0.000558415 0.00197661 -0.000164949 -0.00132308 0.0026875 -0.000839287 0.00134667 0.000996225 -0.00038346 -0.00221965 0.00369863 -0.000738462 -0.00168421 0.00194118 0.00210714 0.00177245 -0.00191453 -0.00131104 0.00338075 0.00249231 -0.000461539 5.99242e-05
internal_weight=2940 736 2204 1387 817 228 1281 1180 999 331 668 379 181 661 289 264 521 508 145 454 198 67 101 156 106 288 228 129 171 256
internal_count=2940 736 2204 1387 817 228 1281 1180 999 331 668 379 181 661 289 264 521 508 145 454 198 67 101 156 106 288 228 129 171 256
cat_boundaries=0 18 19 20 30 38 55 72 74 76 77 79 81 82 99 100 101 102 103 104 105
cat_threshold=268435456 268435472 1074798592 524804 32 0 0 0 33622016 1024 8224 2097408 268435472 0 0 0 4240 768 33026 17828098 131072 1 67108864 0 0 0 0 536870912 0 134217728 2 0 603979776 2048 2 0 0 131072 0 0 0 4 32 0 0 0 2048 0 0 0 0 0 0 0 4112 0 0 0 0 0 134217728 0 0 0 8224 0 128 0 268435456 0 0 1073741824 0 30724 49184 512 197664 57408 34 0 24580 201326592 268435456 16 1073741824 4 0 0 0 0 33619968 0 8192 256 0 0 0 0 16 280 2 16802880 2 2 2
is_linear=0
shrinkage=0.04


Tree=579
num_leaves=31
num_cat=13
split_feature=7 7 12 2 2 2 11 12 6 12 17 6 2 11 6 2 1 1 2 2 2 5 17 11 2 2 2 2 2 1
split_gain=1.55876 0.733135 0.556857 0.675476 1.04219 0.397065 0.525005 0.498866 0.573119 0.473016 0.537821 0.463849 1.1157 0.38449 0.609364 0.395605 0.398207 0.365704 0.527594 0.352235 0.320914 0.306237 0.302945 0.30501 0.30098 0.284626 0.273569 0.435211 0.267439 0.265248
threshold=0 1 2 4.5000000000000009 11.500000000000002 45.500000000000007 3 4 5 6 7 8 15.500000000000002 9 10 352.00000000000006 5.5000000000000009 4.5000000000000009 12.500000000000002 85.500000000000014 29.500000000000004 3.5000000000000004 11 12 12.500000000000002 99.000000000000014 78.500000000000014 151.50000000000003 9.5000000000000018 4.5000000000000009
decision_type=9 9 9 10 10 8 9 9 9 9 9 9 10 9 9 8 8 8 10 8 10 8 9 9 10 10 8 8 10 10
left_child=-1 2 -2 -4 -5 6 -3 8 26 22 21 17 -13 25 15 -15 -17 -12 -19 -16 -20 -11 -8 28 -25 -9 -7 -28 -24 -6
right_child=1 5 3 4 29 7 9 13 -10 10 11 12 -14 14 19 16 -18 18 20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-5.9801573396555963e-05 -4.4131576359853764e-06 -0.00013285292641881951 -0.0001573872179354014 6.8799452080134751e-05 0.00019742464959152697 -2.8540443915418443e-05 2.9137217490750984e-05 1.0474058340174586e-05 -0.00023894507502178063 2.0042258974658804e-06 0.0001798232004320128 3.9167797196418727e-05 0.00018522519967810331 3.8847648787064292e-06 3.9617938054366806e-05 5.1485379795331292e-05 4.539301713231807e-05 0.00018911339218256781 -0.0010095535039248646 -3.1888449312093855e-05 6.2000717040858002e-06 -0.00055285293651554269 -0.00072919304650588112 -3.2779768903943844e-05 -7.3034037401373007e-05 0.00060748186346028157 0.00012074508336896003 1.5841168466186632e-05 3.6987927006777794e-05 3.6668333339211453e-05
leaf_weight=452 101 111 40 45 30 60 100 86 117 87 38 145 74 64 89 39 48 117 98 126 45 108 46 135 137 39 45 62 136 127
leaf_count=452 101 111 40 45 30 60 100 86 117 87 38 145 74 64 89 39 48 117 98 126 45 108 46 135 137 39 45 62 136 127
internal_value=0.000478968 0.000869911 0.00256497 0.00360474 0.00468965 0.000588071 0.000182873 0.00131443 -5.42382e-05 0.000419733 0.00109543 0.00176515 0.00314783 0.00206374 0.00131565 0.00318518 0.00513636 0.000673138 0.000153256 -8.84965e-05 -0.00147222 -0.000679613 -0.000453098 -0.000894625 -0.00172438 0.00397059 0.00141573 0.0027037 0.000373056 0.00311392
internal_weight=2947 2495 343 242 202 2152 1377 775 284 1266 712 517 219 491 366 151 87 298 260 215 143 195 554 454 272 125 167 107 182 157
internal_count=2947 2495 343 242 202 2152 1377 775 284 1266 712 517 219 491 366 151 87 298 260 215 143 195 554 454 272 125 167 107 182 157
cat_boundaries=0 18 35 36 39 41 42 44 45 46 47 48 49 51
cat_threshold=3 1 537919488 786944 524288 66 0 268435456 33619968 0 32 0 144 0 0 0 16 256 131072 128 33554432 2105344 34 8192 0 536870912 0 134217744 40960 64 0 0 0 32 1073741824 98592 16384 2148532224 524288 68337696 32 12 16984128 34 10 76 4 388 8 32 1024
is_linear=0
shrinkage=0.04


Tree=580
num_leaves=31
num_cat=8
split_feature=8 0 7 1 4 12 6 12 0 2 12 0 12 4 2 2 0 2 2 4 5 2 1 9 1 2 2 4 2 2
split_gain=1.7061 0.925697 0.876708 0.630876 0.665609 0.582697 0.532336 0.449294 0.515866 0.434152 0.432694 0.455617 0.375216 0.377954 0.374489 0.700297 0.689878 0.705875 0.527049 0.421884 0.482561 0.358433 0.340528 0.451122 0.521536 0.48593 0.760574 0.41878 0.257259 0.295998
threshold=0 39.07500000000001 1 5.5000000000000009 680725000.00000012 2 3 4 32.500000000000007 32.500000000000007 5 31.500000000000004 6 6373145000.000001 99.000000000000014 21.500000000000004 39.07500000000001 5.5000000000000009 151.50000000000003 180.50000000000003 1.0000000180025095e-35 42.500000000000007 4.5000000000000009 7 5.5000000000000009 73.500000000000014 35.500000000000007 55.000000000000007 100.50000000000001 39.500000000000007
decision_type=9 10 9 10 8 9 9 9 10 10 9 10 9 10 10 10 10 8 10 10 10 10 10 9 10 10 10 10 8 10
left_child=1 10 7 4 -3 6 22 8 9 -2 28 -12 13 -6 15 16 -7 -18 -16 20 -19 -17 -4 -24 25 26 27 -25 29 -1
right_child=2 3 5 -5 12 14 -8 -9 -10 -11 11 -13 -14 -15 18 21 17 19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.8861260219657955e-05 0.0001897169893468824 -0.00060065474191574666 0.00095459936996725452 5.6974834619215557e-05 9.7675915109229485e-05 -4.596915876027952e-05 -4.4350840922936754e-05 -4.9443608050389703e-05 -1.3397160715172653e-05 -1.2193047508950397e-05 2.2204720313575242e-06 -0.00021310575774739077 2.6444431500220415e-05 -2.2076147693701232e-08 6.5746770770298528e-05 -0.00052980676812829162 -2.4947392793895951e-05 6.4426757248638736e-05 1.7785622096567029e-05 -3.4831852076045903e-05 6.7866308812080525e-05 5.1570532807743525e-06 -0.00028982534590935586 7.5143027738099505e-05 -5.0028902138043335e-05 -9.168702360634255e-06 0.00032395893571680943 -3.1369915027719681e-06 8.7513385442161085e-05 -1.1663599957696271e-06
leaf_weight=136 26 33 34 48 116 127 338 241 165 25 330 60 151 26 26 113 96 187 67 43 31 67 123 109 29 32 28 31 34 94
leaf_count=136 26 33 34 48 116 127 338 241 165 25 330 60 151 26 26 113 96 187 67 43 31 67 123 109 29 32 28 31 34 94
internal_value=0.000355914 0.00166314 -0.000344793 0.003264 0.00261774 0.000131366 -0.000674831 -0.0018547 -0.000458151 0.003 0.000769465 -9.97516e-05 0.00322449 0.00465359 0.000901041 0.000577443 0.00136907 0.00226816 0.00327659 0.00334351 0.00405479 -0.00154696 0.000342568 -2.26638e-05 0.00101667 0.00179104 0.00265089 0.00141844 0.00197818 0.00155844
internal_weight=2966 1028 1938 374 326 1481 724 457 216 51 654 390 293 142 757 664 484 357 93 261 218 180 386 352 229 200 168 140 264 230
internal_count=2966 1028 1938 374 326 1481 724 457 216 51 654 390 293 142 757 664 484 357 93 261 218 180 386 352 229 200 168 140 264 230
cat_boundaries=0 30 48 49 50 51 53 54 56
cat_threshold=1073741840 10 4 134217728 2147483648 0 0 0 0 32768 0 0 2112 512 268435456 0 0 0 4096 2050 0 0 20971520 8 0 49152 0 0 0 8192 0 268435456 1141899264 262144 524288 0 131072 131072 2048 0 32 0 16 0 0 0 1073745936 33024 17907970 150 16803138 17844224 32 139330 0 16436
is_linear=0
shrinkage=0.04


Tree=581
num_leaves=31
num_cat=16
split_feature=8 8 12 11 9 4 12 9 0 0 4 11 0 4 15 4 4 9 1 12 9 6 12 0 13 0 0 0 6 0
split_gain=1.49951 0.666644 0.58973 0.6673 0.606758 0.607863 0.409602 0.544768 0.384396 0.56268 0.44795 0.357728 0.60482 0.468438 0.328365 0.303217 0.299057 0.233866 0.207411 0.187868 0.179753 0.17308 0.170369 0.288 0.192022 0.187726 0.285078 0.185485 0.164593 0.425174
threshold=0 1 2 3 4 293.00000000000006 5 6 32.500000000000007 39.07500000000001 7250450000.000001 7 44.07500000000001 1009900000.0000001 8 2050.0000000000005 199.50000000000003 9 5.5000000000000009 10 11 12 13 16.750000000000004 14 18.500000000000004 10.500000000000002 33.175000000000004 15 36.400000000000006
decision_type=9 9 9 9 9 10 9 9 10 10 10 9 10 8 9 10 10 9 10 9 9 9 9 10 9 10 10 10 9 8
left_child=2 -2 4 16 14 -6 7 15 -5 -10 -11 12 18 -13 -1 -3 22 -15 20 -19 21 -8 23 -4 -24 26 -26 -25 -9 -30
right_child=1 6 3 8 5 -7 11 28 9 10 -12 13 -14 17 -16 -17 -18 19 -20 -21 -22 -23 24 27 25 -27 -28 -29 29 -31
leaf_value=3.7239159523877717e-05 -4.4617217611092737e-05 -2.2217857557614981e-05 3.2967843104335144e-05 8.9042210895863279e-05 0.00017216474397989038 -2.7530310351311161e-05 -1.1665520305221831e-05 2.9685752800707524e-05 -0.00026520460204275853 0.00014299578498836536 2.4151565213079235e-06 1.8598497204166125e-05 0.00022765118936542668 -2.0832202974605111e-06 -0.00036105887239296601 9.1785220318831487e-05 -5.639849128627029e-05 -2.6762126114315252e-05 3.7527113423273549e-05 -0.00013759922475471554 -2.3965591359405575e-05 2.4089714925571918e-05 7.8445901767322244e-05 -0.0014149327729336926 6.0571189007430502e-05 2.6824247063722365e-05 -0.0016717967285845253 -3.1499127152971703e-05 0.0049027387482389415 -9.4431215611521348e-06
leaf_weight=113 115 360 65 32 96 27 106 114 31 95 40 62 55 101 258 33 30 110 55 300 142 130 156 30 27 50 27 37 25 99
leaf_count=113 115 360 65 32 96 27 106 114 31 95 40 62 55 101 258 33 30 110 55 300 142 130 156 30 27 50 27 37 25 99
internal_value=0.00019028 -0.000521453 0.00133689 0.00215531 0.000285148 0.00259701 -0.000310042 0.000492211 0.00405742 0.0034491 0.00455882 -0.000787314 1.60311e-05 -0.00145891 -0.000534032 -0.000425744 0.00118245 -0.00188281 -0.00048848 -0.00228029 -0.00082322 -9.71669e-05 0.00150636 0.000223775 0.00206642 0.000556521 -0.00101818 -0.00158824 0.00195984 0.000770369
internal_weight=2921 1807 1114 620 494 123 1692 631 198 166 135 1061 488 573 371 393 422 511 433 410 378 236 392 132 260 104 54 67 238 124
internal_count=2921 1807 1114 620 494 123 1692 631 198 166 135 1061 488 573 371 393 422 511 433 410 378 236 392 132 260 104 54 67 238 124
cat_boundaries=0 30 59 61 63 65 67 69 71 72 74 75 77 78 79 80 81
cat_threshold=16 14 4 134217728 65536 1 262144 2147483648 0 32768 0 0 10240 512 268435456 0 0 0 0 0 0 0 16777216 8 0 32768 0 0 0 12288 0 2048 0 0 0 0 0 0 1 0 0 33556480 0 0 0 0 0 0 33554432 10240 0 0 0 0 0 0 0 0 128 17007872 34 36 2147483648 1 10244 98560 34 0 6272 4 1049088 2149580800 0 12292 68174848 0 18464 26 8288 2 216
is_linear=0
shrinkage=0.04


Tree=582
num_leaves=31
num_cat=10
split_feature=7 2 7 2 9 12 6 4 6 11 2 2 1 4 12 6 2 3 3 2 2 2 2 2 2 4 4 2 9 3
split_gain=1.28927 0.691563 0.554389 0.5511 0.465616 0.567056 0.534153 0.409827 0.377385 0.370636 0.812434 0.44404 0.398536 0.350741 0.309759 0.390924 0.284346 0.264142 0.411048 0.374334 0.347411 0.495767 0.243194 0.220567 0.375133 0.217877 0.372877 0.241301 0.211033 0.262482
threshold=0 416.00000000000006 1 54.500000000000007 2 3 4 52809240000.000008 5 6 73.500000000000014 74.500000000000014 5.5000000000000009 3990640000.0000005 7 8 14.500000000000002 2006.5000000000002 1993.5000000000002 92.500000000000014 21.500000000000004 5.5000000000000009 1.5000000000000002 14.500000000000002 27.500000000000004 8048725000.000001 425.00000000000006 2.5000000000000004 9 2020.5000000000002
decision_type=9 10 9 10 9 9 9 8 9 9 10 8 8 8 9 9 10 10 10 8 10 10 10 8 10 10 10 10 9 8
left_child=14 2 3 13 23 6 -6 -3 17 10 16 12 -11 -2 15 -1 -8 18 19 20 21 -7 -15 -4 -25 26 27 -10 -29 -30
right_child=1 7 4 -5 5 8 9 -9 25 11 -12 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-8.1195984984166927e-05 6.8040526883797285e-05 2.1152851469417848e-05 -4.1973708533849315e-05 -2.7253031315896888e-05 -0.00036118613579553264 -4.3399225539939985e-05 0.00053910219488215953 1.150892256844235e-05 -9.0643230488796525e-06 -1.9355594559533284e-05 0.00025657345257592906 -0.00017985285189598112 7.5850979736173646e-05 6.0166847207979213e-05 -9.7503863403047942e-05 1.45348883397609e-05 -0.00018118508466945883 7.3689752775316886e-05 -0.00060726777061789684 4.2880740562755274e-05 -0.0023970703623883223 3.9626367095148492e-05 1.8177009716624036e-05 5.3713340728989842e-05 -8.343629044495964e-06 1.1227805476720856e-05 -3.5653441489102987e-06 1.0557760334573511e-05 2.9417975927840151e-06 0.00012699618118580674
leaf_weight=123 51 25 163 83 100 34 59 62 112 150 26 56 35 50 319 148 109 46 36 38 25 39 139 97 117 29 67 440 56 115
leaf_count=123 51 25 163 83 100 34 59 62 112 150 26 56 35 50 319 148 109 46 36 38 25 39 139 97 117 29 67 440 56 115
internal_value=0.000326779 0.000744303 0.000612406 0.00211976 0.000348979 0.000651926 -0.000402931 0.00422727 0.00119466 0.000224214 0.00148293 -0.000809525 0.000107526 0.00315353 -0.00133112 -0.000297873 0.000520709 0.00265502 0.00203468 0.0030365 0.00169697 0.00308108 0.00233684 -0.000896908 -7.44196e-05 0.000775903 0.000657395 0.000922651 0.00123529 0.0023956
internal_weight=2949 2359 2272 323 1949 1572 535 87 1037 435 194 241 185 240 590 271 168 218 172 136 98 73 189 377 214 819 790 723 611 171
internal_count=2949 2359 2272 323 1949 1572 535 87 1037 435 194 241 185 240 590 271 168 218 172 136 98 73 189 377 214 819 790 723 611 171
cat_boundaries=0 18 35 37 39 40 41 44 45 46 48
cat_threshold=2 1 1074012160 2624004 524288 8256 0 268443648 33619968 8192 0 2097152 335544336 0 0 0 144 256 268435457 144 570425344 0 65568 134217728 0 0 0 134217728 40992 384 0 0 0 32 1073741824 0 20496 67127584 34 400 260 32 1024 524288 84107266 200 1 2048
is_linear=0
shrinkage=0.04


Tree=583
num_leaves=31
num_cat=13
split_feature=7 12 4 7 6 9 12 15 4 1 1 0 0 18 0 12 0 2 18 12 0 7 2 1 12 3 2 2 2 5
split_gain=0.953559 0.988433 1.16208 0.739562 0.686248 0.463878 0.490913 0.474831 0.446664 0.414503 0.404903 0.389601 0.390133 0.563149 0.536628 0.45673 0.719879 0.400446 0.528944 0.344297 0.506617 0.321277 0.318672 0.306439 0.486806 0.640375 0.30091 0.289687 0.286725 0.282478
threshold=0 1 5544455000.000001 2 3 4 5 6 260.00000000000006 2.5000000000000004 5.5000000000000009 52.740000000000002 38.57500000000001 7 18.500000000000004 8 15.500000000000002 229.00000000000003 9 10 35.250000000000007 11 129.50000000000003 5.5000000000000009 12 2021.5000000000002 49.500000000000007 21.500000000000004 4.5000000000000009 5.5000000000000009
decision_type=9 9 10 9 9 9 9 9 8 10 8 8 10 9 10 9 10 8 9 9 10 9 8 10 9 8 10 10 10 8
left_child=1 10 4 -2 -3 19 21 -8 -9 -6 22 12 13 -10 15 26 -17 23 -19 20 -5 -7 -1 24 25 -14 -15 -27 -23 -25
right_child=3 2 -4 5 9 6 7 8 11 -11 -12 -13 17 14 -16 16 -18 18 -20 -21 -22 28 -24 29 -26 27 -28 -29 -30 -31
leaf_value=3.4570094718814812e-05 -4.8344609075261374e-05 -5.9199092255540901e-05 0.00027526208716749942 0.0011731429512126478 -3.4227303829226232e-06 -5.7482444127381738e-05 0.00010003132026783029 6.1161521729940683e-05 3.619675578426442e-05 5.1613664750927456e-05 1.0443374985243935e-05 -0.00055722744504280446 -0.00068701816097018018 -0.00056385341462126084 -0.00023922683467938029 8.7747062823437911e-05 -3.3581314480644463e-05 3.0152917839559495e-05 4.3195513335837578e-05 -5.7028797735904654e-05 -7.1478511929259686e-06 -3.0520448800995763e-05 0.00017098461448863359 0.00035943211295740691 -8.8406307396350688e-07 6.0256504697808658e-05 1.7519530894250991e-05 0.00013890954221307882 2.5567122971301602e-06 2.0085941473474273e-05
leaf_weight=47 213 112 29 25 34 124 104 47 25 78 33 31 25 75 174 102 35 49 39 167 81 112 26 26 468 50 36 25 482 45
leaf_count=47 213 112 29 25 34 124 104 47 25 78 33 31 25 75 174 102 35 49 39 167 81 112 26 26 468 50 36 25 482 45
internal_value=0.000275342 0.00217297 0.00071212 -9.49594e-10 -0.00024889 0.00020865 0.000414388 0.000860277 0.000627077 0.00188618 0.00526496 0.000480928 0.000599148 -0.000330358 -0.000680852 0.000514055 0.00197297 0.00117033 0.00368539 -0.00130986 0.000478632 -0.000427984 0.0074054 0.000818749 0.00050615 0.00288288 -0.00134426 0.005 -2.64472e-05 0.00327778
internal_weight=2919 359 253 2560 224 2347 2074 1356 1252 112 106 1205 1174 447 422 248 137 727 88 273 106 718 73 639 568 100 111 75 594 71
internal_count=2919 359 253 2560 224 2347 2074 1356 1252 112 106 1205 1174 447 422 248 137 727 88 273 106 718 73 639 568 100 111 75 594 71
cat_boundaries=0 18 20 38 39 41 43 44 45 46 47 48 57 58
cat_threshold=268566528 128 8192 8192 2 8192 0 8192 0 48 32768 320 128 0 0 0 4096 128 67151872 32 0 0 537919488 788480 524320 134217728 0 0 0 1024 0 2097152 16 268435456 0 0 0 512 386 768 20 1245216 34 144703488 4 16826624 4 122912 0 0 67108864 0 0 0 131072 0 2048 83910656
is_linear=0
shrinkage=0.04


Tree=584
num_leaves=31
num_cat=10
split_feature=8 7 8 6 0 0 8 7 0 13 0 2 0 0 7 2 2 2 9 2 0 2 6 4 0 4 2 2 2 2
split_gain=1.82185 1.41657 0.799716 0.70666 0.511298 0.478755 0.439778 0.440931 0.454153 0.388944 0.535412 0.463181 0.397811 0.553533 0.53897 0.423069 0.374677 0.372073 0.331556 0.379218 0.852785 0.338989 0.614954 0.296197 0.590857 0.27389 0.272364 0.237028 0.299848 0.227449
threshold=0 1 2 3 47.750000000000007 33.175000000000004 4 5 30.500000000000004 6 9.5000000000000018 2.5000000000000004 38.57500000000001 43.175000000000004 7 55.500000000000007 17.500000000000004 28.500000000000004 8 403.00000000000006 36.900000000000006 11.500000000000002 9 2960.0000000000005 39.07500000000001 25040530000.000004 44.500000000000007 16.500000000000004 35.500000000000007 74.500000000000014
decision_type=9 9 9 9 10 10 9 9 10 9 10 10 10 10 9 10 10 10 9 8 8 10 9 8 10 8 10 10 10 10
left_child=-1 3 4 5 9 -2 -4 8 -8 10 26 -11 14 15 16 17 -13 -14 21 25 -21 -9 -23 -24 -25 -20 -3 -26 -29 -27
right_child=1 2 6 -5 -6 -7 7 18 -10 11 -12 12 13 -15 -16 -17 -18 -19 19 20 -22 22 23 24 27 29 -28 28 -30 -31
leaf_value=2.6430611515180137e-05 0.00019204441321920185 -3.5631671147748804e-05 -6.6342137454096183e-05 5.3899884065792307e-05 4.9773840054108313e-05 -5.1583586497843161e-05 3.3148764007682324e-06 -4.1036755741675625e-05 -0.00030142368583909666 -0.0011925715421366406 0.00016636515781587639 0.00053263273689338638 5.661785157951413e-05 -0.00079080201678973178 -0.00010400165473545586 0.00014626687368327765 1.2838914551881135e-05 -0.00039354380772175515 -3.2858211675801386e-06 0.00028201353629364693 -1.8217789762102235e-05 -1.9155544305060366e-05 8.1273568777866866e-05 -0.00020354914627214433 0.00018828539001193196 2.3392145096347879e-05 5.4751194170296403e-05 -9.9120558007115205e-05 3.5533635583179959e-05 -0.00061483681442877801
leaf_weight=102 40 36 155 188 39 101 87 359 156 73 42 48 128 35 223 43 194 28 54 28 36 157 25 68 29 292 26 43 74 31
leaf_count=102 40 36 155 188 39 101 87 359 156 73 42 48 128 35 223 43 194 28 54 28 36 157 25 68 29 292 26 43 74 31
internal_value=0.000258415 5.89671e-05 -0.000268255 0.00248235 0.000669545 0.000236841 -0.000807478 -0.000576553 -0.00209449 0.000474343 0.00264348 0.000143039 0.000462856 0.00180425 -0.000214593 0.00262 0.0010751 0.00163057 -0.000251865 0.000610619 0.00344615 -0.000757181 4.03013e-05 0.001296 0.000855813 0.000137565 0.000507936 0.00228571 0.00145763 0.000580246
internal_weight=2940 2838 2509 329 915 141 1594 1439 243 876 104 772 699 234 465 199 242 156 1196 441 64 755 396 239 214 377 62 146 117 323
internal_count=2940 2838 2509 329 915 141 1594 1439 243 876 104 772 699 234 465 199 242 156 1196 441 64 755 396 239 214 377 62 146 117 323
cat_boundaries=0 26 42 72 73 102 119 120 128 130 131
cat_threshold=0 2 0 134217728 1073741824 1 0 0 0 0 0 0 0 0 0 0 0 0 0 8194 0 0 0 0 0 32768 268435457 128 33562624 2097280 0 134225920 0 536879104 0 134217776 8192 64 0 268435456 0 32 1073741840 8 0 0 0 0 262144 0 0 0 0 0 2048 512 0 0 0 0 4096 0 0 0 20971520 0 0 16384 4 0 0 4096 258 268435456 2048 0 0 0 0 0 0 1 0 0 0 64 0 0 0 0 0 33554432 0 256 0 0 0 0 1073741824 0 0 128 2 0 68157440 4 0 0 131072 131072 65536 0 0 0 16 0 0 0 1073741952 8 0 0 0 0 0 0 131072 131072 256 14352 138
is_linear=0
shrinkage=0.04


Tree=585
num_leaves=31
num_cat=12
split_feature=8 12 7 12 12 2 2 11 11 2 2 2 8 9 2 2 2 2 2 2 4 2 2 9 4 2 12 2 0 12
split_gain=1.19251 0.836444 0.749494 0.930272 0.771073 0.747242 0.598841 0.59217 0.418539 0.414687 0.396532 0.358799 0.299848 0.374943 0.331283 0.322071 0.349653 0.295175 0.29359 0.490554 0.282268 0.277289 0.778597 0.276825 0.362502 0.294781 0.279377 0.539506 0.264696 0.277042
threshold=0 1 2 3 4 1.5000000000000002 14.500000000000002 5 6 49.500000000000007 92.500000000000014 44.500000000000007 7 8 1.5000000000000002 73.500000000000014 51.500000000000007 66.500000000000014 47.500000000000007 108.50000000000001 293.00000000000006 16.500000000000004 11.500000000000002 9 2960.0000000000005 4.5000000000000009 10 63.500000000000007 15.500000000000002 11
decision_type=9 9 9 9 9 10 8 9 9 8 10 10 9 9 8 10 10 8 10 10 8 10 10 9 10 10 9 10 8 9
left_child=1 6 3 -2 5 -4 -1 -5 12 -8 11 21 15 -14 -15 16 -6 -9 -3 -20 -10 22 -7 25 -25 -16 -27 -28 -22 -30
right_child=2 18 4 7 8 10 9 17 20 -11 -12 -13 13 14 23 -17 -18 -19 19 -21 28 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=9.3446625085923001e-06 -0.00014064186264747035 3.3685812651613957e-05 0.0026707525670357159 0.00010507078710047324 2.9827764591140182e-05 -5.7915973804806476e-05 9.4444759741800591e-05 -4.3446406696151262e-06 9.3071454720524042e-06 4.1953325673895752e-05 -0.00013733494356287632 8.9563981253447674e-05 -5.7386023605232599e-05 4.3232225337442847e-05 -0.00010333992797442847 8.0844178269923536e-05 -0.00021311165494891386 5.2449174461692873e-05 -0.00062935364497656221 1.5596664195973785e-05 0.00010941302970340611 -0.00053752845755591428 0.00049990802881068395 2.9235456611526279e-05 -2.8518990941646655e-05 -5.2622209357715516e-05 -9.6823148421032752e-06 6.2100626642552984e-05 -3.4482086925914654e-05 -2.1454580003279489e-05
leaf_weight=39 106 187 27 135 149 58 32 123 25 46 40 47 103 39 74 26 26 70 46 57 38 84 27 178 38 287 222 43 305 229
leaf_count=39 106 187 27 135 149 58 32 123 25 46 40 47 103 39 74 26 26 70 46 57 38 84 27 178 38 287 222 43 305 229
internal_value=6.05426e-05 0.00203828 -0.000269324 0.00122247 -0.00058767 0.00131973 0.00478125 0.00226549 -0.000896822 0.00718987 0.000684824 0.00136405 -0.000451506 -0.000739699 -0.000452916 0.000924527 0.000340908 0.000725489 0.000797341 -0.000884616 -0.00175658 0.000494117 0.00209302 -0.000626335 0.000599118 -0.00104239 -0.000737795 0.00021739 -0.00196859 -0.00219813
internal_weight=2906 407 2499 434 2065 283 117 328 1782 78 256 216 1185 984 881 201 175 193 290 103 597 169 85 842 216 626 552 265 572 534
internal_count=2906 407 2499 434 2065 283 117 328 1782 78 256 216 1185 984 881 201 175 193 290 103 597 169 85 842 216 626 552 265 572 534
cat_boundaries=0 30 31 43 44 45 46 48 75 77 79 81 83
cat_threshold=0 8 0 134217728 0 0 0 0 0 32768 0 0 8256 512 268435456 0 0 0 0 8192 0 0 4194304 8 0 32768 4 0 524288 12288 43072 268566530 1 536870912 2097152 0 8256 0 268443648 33622016 134217760 0 128 67128640 84033536 4 32804 66048 16 0 0 0 2147483648 0 0 0 0 0 0 2048 2048 0 0 0 0 0 4096 0 384 0 0 0 0 0 64 0 20 256 18560 107552 32 68674 32
is_linear=0
shrinkage=0.04


Tree=586
num_leaves=31
num_cat=9
split_feature=8 12 8 12 11 3 0 9 2 4 1 9 3 0 4 0 12 2 3 3 0 4 5 12 2 2 2 2 2 3
split_gain=1.24366 0.767253 0.581169 0.564932 0.569104 0.534938 0.445906 0.489536 0.559987 0.419734 0.397578 0.363431 0.443949 0.463369 0.458459 0.418967 0.416566 0.353304 0.327841 0.31407 0.313433 0.302942 0.380853 0.298964 0.914516 0.393603 0.916381 0.310278 0.29732 0.293996
threshold=0 1 2 3 4 1999.5000000000002 46.250000000000007 5 9.5000000000000018 16829230000.000002 5.5000000000000009 6 2015.5000000000002 18.500000000000004 283.00000000000006 31.500000000000004 7 35.500000000000007 1977.5000000000002 2007.5000000000002 40.250000000000007 38266465000.000008 1.5000000000000002 8 182.50000000000003 58.500000000000007 18.500000000000004 9.5000000000000018 7.5000000000000009 2002.5000000000002
decision_type=9 9 9 9 9 10 10 9 8 8 8 9 10 10 8 8 9 8 10 8 10 8 10 9 8 8 10 10 8 10
left_child=1 10 28 4 -4 6 7 9 -9 -3 -1 15 13 16 -15 -5 -13 -11 21 -17 -19 -16 23 25 -25 26 27 -23 -2 -6
right_child=2 5 3 11 29 -7 -8 8 -10 17 -12 12 -14 14 18 19 -18 20 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=9.2098439586766013e-06 2.0820577862119037e-05 0.00011487502931534154 2.9954350821733171e-06 0.0013352065230579149 -3.2675124664034576e-05 9.6266088455531029e-05 -0.00071331881117168722 -0.0022656185387131766 2.4575963558613257e-05 0.00036718891860475472 -0.00023743222253564975 -3.3927701581575322e-05 4.0937197558082901e-05 5.4541583704502578e-05 -9.060541542617144e-05 4.8058012829121647e-06 4.5593817977480667e-05 2.8323119625041867e-05 -3.641344760912052e-06 -0.00012969447552649835 -0.00030766459607516359 6.6844093804971372e-05 -0.00040532551597925834 -6.0607182129985299e-05 0.00087431326229455103 1.4996492453820722e-05 0.00019054187266473983 -8.5242956952991602e-05 -5.6402072976483708e-05 2.2109249964291956e-05
leaf_weight=57 44 37 855 25 264 41 34 27 104 41 53 113 43 25 53 25 166 26 69 114 36 50 26 112 33 93 43 40 274 26
leaf_count=57 44 37 855 25 264 41 34 27 104 41 53 113 43 25 53 25 166 26 69 114 36 50 26 112 33 93 43 40 274 26
internal_value=0.000367457 0.00226124 1.11812e-05 0.000247026 -0.000363323 0.00318207 0.00267974 0.00322059 0.00109859 0.00476821 -0.000661158 0.000922189 0.00124971 0.0010534 0.00173211 -0.000777144 -0.00027143 0.00373077 0.00146923 -0.00168572 0.00177778 0.00186253 0.00224121 0.00256989 0.000897435 0.00344304 0.00498507 0.00263736 -0.00155623 -0.00186047
internal_weight=2949 456 2493 2175 1145 346 305 271 131 140 110 1030 866 823 544 164 279 103 519 139 62 450 397 371 145 226 133 90 318 290
internal_count=2949 456 2493 2175 1145 346 305 271 131 140 110 1030 866 823 544 164 279 103 519 139 62 450 397 371 145 226 133 90 318 290
cat_boundaries=0 30 32 59 61 63 65 67 69 71
cat_threshold=1073741824 2062 0 134217728 0 1 0 0 0 32768 0 131072 64 512 268435456 0 0 0 0 8192 0 0 0 0 0 32768 64 0 524288 8192 84938016 2 16 0 0 0 2147483648 0 0 0 1 0 0 33554432 0 1048576 0 0 0 0 33554432 0 2147484032 0 0 0 0 16384 4 1246306 2 32804 1024 0 10368 0 8340 33024 32 41216 32
is_linear=0
shrinkage=0.04


Tree=587
num_leaves=31
num_cat=11
split_feature=8 3 3 4 11 17 15 13 3 11 9 3 8 4 5 5 3 4 6 4 3 6 3 9 3 3 1 3 3 1
split_gain=1.01538 0.795506 0.462937 0.396064 0.598647 0.369733 0.380601 0.360997 0.358841 0.514926 0.388277 0.345982 0.345422 0.519773 0.259233 0.235212 0.213791 0.205988 0.249699 0.186405 0.166411 0.158469 0.231747 0.199192 0.1829 0.179658 0.143041 0.11591 0.121894 0.112647
threshold=0 2013.5000000000002 2013.5000000000002 13004860000.000002 1 2 3 4 2007.5000000000002 5 6 2010.5000000000002 7 5595120000.000001 1.5000000000000002 3.5000000000000004 2005.5000000000002 9300.0000000000018 8 950.00000000000011 1999.5000000000002 9 2001.5000000000002 10 1998.5000000000002 1993.5000000000002 5.5000000000000009 2017.5000000000002 2020.5000000000002 5.5000000000000009
decision_type=9 8 10 8 9 9 9 9 10 9 9 10 9 8 10 8 8 10 9 10 10 9 10 9 8 10 10 10 10 8
left_child=1 -1 7 17 -5 14 -7 12 9 10 16 -10 -3 -14 20 -15 -8 18 -2 -20 26 25 23 24 -23 -12 -6 -13 -29 -9
right_child=3 2 -4 4 5 6 8 29 11 -11 21 27 13 15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.4974934613005111e-05 -0.00041993742678665252 3.1789642696724911e-05 -0.00014727166434113344 5.0499808442778751e-05 3.4865839745248461e-05 2.3072606039957475e-05 7.9298698102050666e-05 2.9962639246711096e-05 2.2676188211810992e-05 -3.4474150985697844e-05 2.4900447169512701e-05 -9.1519525068843855e-06 6.4101149195382233e-05 1.945065129032639e-07 -1.1168941653656008e-05 -0.00026232035901198244 -0.00026719157533043104 -7.4602407187265415e-06 1.15182025558928e-06 0.00048028953157946855 -8.3899618867654393e-06 -0.00025151468887298577 -2.1213834722807678e-05 5.7384322765386268e-05 1.8823116497456846e-06 0.00057686640710461813 -0.0001348865228621716 2.8005169543058829e-05 -5.8455926444822324e-06 2.127002623582771e-05
leaf_weight=42 100 101 46 102 123 149 31 140 30 354 107 72 29 31 43 79 137 129 99 25 48 36 39 117 537 28 28 68 43 55
leaf_count=42 100 101 46 102 123 149 31 140 30 354 107 72 29 31 43 79 137 129 99 25 48 36 39 117 537 28 28 68 43 55
internal_value=0.000420343 0.002 0.00156846 7.3289e-05 0.000282847 0.000119939 -8.64137e-05 0.00197248 -0.000270808 -0.000507571 -4.6022e-05 0.00125234 0.000796812 -0.000506668 0.00154941 -0.0018018 -0.00174302 -0.00116384 -0.000426668 0.000770369 0.00222 0.000301713 5.94585e-05 0.000231548 -8.9042e-05 0.00150685 0.00286842 0.000586956 0.00139286 0.00320388
internal_weight=2968 523 481 2445 2092 1990 1748 435 1599 1386 1032 213 240 139 242 110 168 353 224 124 199 864 729 690 573 135 151 183 111 195
internal_count=2968 523 481 2445 2092 1990 1748 435 1599 1386 1032 213 240 139 242 110 168 353 224 124 199 864 729 690 573 135 151 183 111 195
cat_boundaries=0 30 32 33 34 35 38 40 69 70 71 73
cat_threshold=0 8 0 134217728 1073741824 1 0 0 0 0 0 2048 2048 512 268435456 0 0 0 4096 0 128 0 0 0 0 32768 64 0 524288 12288 32769 1114112 9 136839168 10 36 1024 524288 1073741824 4116 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 0 0 0 32768 0 0 524288 264 66 0 18464
is_linear=0
shrinkage=0.04


Tree=588
num_leaves=31
num_cat=5
split_feature=7 7 4 2 1 4 4 11 2 2 2 2 9 3 3 2 2 2 1 2 7 2 2 2 2 4 2 3 5 1
split_gain=1.24673 0.825212 0.519625 0.475087 0.658093 0.4405 0.586439 0.440129 0.427417 0.512006 0.390931 0.43291 0.380965 0.349608 0.305017 0.290147 0.278902 0.394069 0.22234 0.24672 0.218762 0.241757 0.776111 0.283821 0.177327 0.176483 0.175013 0.168369 0.196623 0.178992
threshold=0 1 680725000.00000012 321.00000000000006 5.5000000000000009 12093950000.000002 48265265000.000008 2 155.00000000000003 104.50000000000001 85.500000000000014 79.500000000000014 3 2015.5000000000002 2010.5000000000002 1472.5000000000002 15.500000000000002 129.50000000000003 5.5000000000000009 29.500000000000004 4 67.500000000000014 45.500000000000007 38.500000000000007 6.5000000000000009 293.00000000000006 8.5000000000000018 1983.0000000000002 1.5000000000000002 5.5000000000000009
decision_type=9 9 10 10 8 8 8 9 10 10 8 10 9 10 10 10 8 8 10 10 9 10 10 10 10 10 10 10 10 8
left_child=-1 2 16 5 15 14 -7 -8 9 10 11 12 13 18 25 -5 26 -18 19 -9 24 22 23 27 -14 -3 -2 28 29 -22
right_child=1 3 -4 4 -6 6 7 8 -10 -11 -12 -13 20 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8377992589909096e-05 1.7776068638906093e-05 2.6907026163287914e-05 4.8245860113556702e-05 5.6468165445171108e-05 -5.1900961306253668e-06 5.6158669358629674e-05 3.8135153864031759e-05 -7.4956004287251251e-05 -0.00067948123319379761 3.3882051191885588e-05 -1.6961347844599572e-05 8.1453129781424195e-05 -0.00026388268704720386 7.0293702417509912e-05 8.0717308358296487e-06 5.4701311091998526e-05 -7.3328359166726511e-05 7.7256817128018237e-05 1.4612216429255077e-05 1.8842156999122802e-05 3.7070585488449426e-05 -3.6785448455788009e-05 0.0001068382934343358 -3.8515141215074532e-05 -5.3751866013275786e-08 -1.5995177621120616e-05 2.7119999153679114e-05 -1.841376351564353e-06 -0.0001557120439550866 -7.4101841140555548e-06
leaf_weight=219 45 63 48 46 49 32 151 188 69 53 200 36 38 43 29 27 69 34 36 52 437 41 87 70 196 234 31 202 44 92
leaf_count=219 45 63 48 46 49 32 151 188 69 53 200 36 38 43 29 27 69 34 36 52 437 41 87 70 196 234 31 202 44 92
internal_value=0.000417285 0.000650925 0.00290756 0.00043547 0.00286179 0.000312447 0.000528045 0.000442042 0.000265962 0.000385462 0.000267725 0.000481125 0.000377209 -0.000836365 -0.00105199 0.00524324 0.00202222 0.000653845 -0.00138628 -0.00182573 0.000699506 0.000963414 0.00110611 0.00073286 -0.000391838 -0.00143624 0.00384415 0.000953607 0.00130313 0.00151698
internal_weight=2961 2742 227 2515 122 2393 2067 2035 1884 1815 1762 1562 1526 319 326 73 179 103 276 240 1207 973 932 845 234 297 76 775 573 529
internal_count=2961 2742 227 2515 122 2393 2067 2035 1884 1815 1762 1562 1526 319 326 73 179 103 276 240 1207 973 932 845 234 297 76 775 573 529
cat_boundaries=0 18 35 38 40 48
cat_threshold=0 268435456 1074012160 2048 524288 64 0 8192 33554432 1024 32768 2097152 144 0 0 0 0 256 1 0 0 8192 32 0 33554432 268435456 0 8240 8192 256 0 0 0 0 1073741824 32768 1114112 524288 1073741825 16432 0 128 67108864 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=589
num_leaves=31
num_cat=14
split_feature=8 7 12 11 9 12 9 12 8 2 2 2 2 12 1 17 2 4 7 12 16 2 2 3 2 2 5 2 4 2
split_gain=1.88941 0.877542 0.959523 0.754797 0.650688 0.776288 0.542 0.541551 0.62171 0.49227 0.446756 0.746713 0.416441 0.405731 0.403401 0.402899 0.409197 0.354808 0.349773 0.366281 0.582105 0.333378 0.332691 0.304659 0.37177 0.532209 0.29119 0.261398 0.261157 0.247594
threshold=0 1 2 3 4 5 6 7 8 16.500000000000004 46.500000000000007 11.500000000000002 6.5000000000000009 9 4.5000000000000009 10 9.5000000000000018 11.000000000000002 11 12 13 37.500000000000007 44.500000000000007 2006.5000000000002 24.500000000000004 14.500000000000002 5.5000000000000009 95.500000000000014 1104.0000000000002 4.5000000000000009
decision_type=9 9 9 9 9 9 9 9 9 10 10 10 10 9 8 9 10 10 9 9 1 10 10 8 10 8 8 10 8 10
left_child=4 2 10 23 29 9 13 -5 15 12 11 -2 -6 -4 -15 16 -9 -7 21 20 26 -10 -17 -3 25 -25 -20 -24 -21 -1
right_child=1 3 6 7 5 17 -8 8 18 -11 -12 -13 -14 14 -16 22 -18 -19 19 28 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=3.892587186525739e-05 1.3792509792303304e-05 1.9963864737496644e-05 -5.1410111705220417e-06 -1.5866605737310653e-05 0.00012425778107506727 2.8901634260422578e-05 -0.00010974786234711406 4.4590919036948986e-05 0.00014825953934306647 0.00012148511231967089 0.00010404227757381386 -3.1988341325266562e-06 -0.00031945475688119069 5.5305908428883759e-05 2.8533545370927712e-05 -3.943978560610579e-05 5.2564846556472004e-05 -0.0021956722438192851 3.9418944552043251e-05 2.3024153290006822e-05 -0.00022850305924570599 -4.0899921572972173e-05 0.00014844032458632227 6.8297989889294335e-06 -7.760648729124795e-05 0.00013005883959631731 3.9727820027966269e-06 -0.00018655016674314418 -3.7077008544979785e-05 -1.9605178756442465e-05
leaf_weight=39 30 32 108 730 30 91 114 31 58 56 42 44 25 29 180 178 74 25 32 36 43 42 67 51 46 27 169 43 403 75
leaf_count=39 30 32 108 730 30 91 114 31 58 56 42 44 25 29 180 178 74 25 32 36 43 42 67 51 46 27 169 43 403 75
internal_value=0.000420196 4.73273e-05 0.0014552 -0.000331887 0.00317045 0.00442017 0.000533936 -0.000555035 -2.022e-05 0.00685246 0.00453543 0.00298667 0.00464286 0.00137805 0.00238182 0.00125742 0.00327586 0.00170079 -0.000670026 -0.000997119 0.000250979 0.00144144 0.000428093 0.0022515 0.001472 0.00313924 0.00116832 0.00216216 -0.00168 0.000511999
internal_weight=2950 2609 547 2062 341 227 431 1906 1176 111 116 74 55 317 209 393 105 116 783 683 244 100 288 156 124 78 201 110 439 114
internal_count=2950 2609 547 2062 341 227 431 1906 1176 111 116 74 55 317 209 393 105 116 783 683 244 100 288 156 124 78 201 110 439 114
cat_boundaries=0 30 47 48 50 52 53 55 56 85 86 87 104 106 107
cat_threshold=0 2 0 134217728 65536 1 0 0 0 0 0 0 2048 1536 268435456 0 0 0 0 8194 0 0 0 0 0 32768 4 0 0 12288 268435456 0 8192 0 0 134225984 131072 8192 2048 134217760 0 128 0 0 0 0 4096 106496 32768 66560 0 24596 32834 0 18436 109600 0 12 0 0 2147483648 0 262144 0 0 0 0 131072 0 0 0 0 0 0 4096 0 256 0 20971520 0 0 0 0 0 524288 85067808 28 0 0 1048576 4 0 0 0 131072 65536 0 32 0 0 0 0 0 1073741840 83902528 32 2
is_linear=0
shrinkage=0.04


Tree=590
num_leaves=31
num_cat=10
split_feature=8 9 12 12 10 6 0 3 3 2 9 6 2 4 5 2 2 2 2 5 2 3 12 11 0 2 2 2 2 2
split_gain=1.92895 0.896029 1.05013 0.543381 0.428916 0.543646 0.789157 0.399324 0.442457 0.382297 0.487981 0.571483 0.576855 0.375186 0.505855 0.358967 0.422487 0.356669 0.535215 0.308061 0.274175 0.256095 0.250729 0.264573 0.231288 0.228154 0.318061 0.242893 0.226093 0.214879
threshold=0 1 2 3 4 5 44.07500000000001 2007.5000000000002 2014.5000000000002 44.500000000000007 6 7 16.500000000000004 107371.50000000001 5.5000000000000009 86.500000000000014 10.500000000000002 33.500000000000007 10.500000000000002 1.5000000000000002 9.5000000000000018 2017.5000000000002 8 9 33.175000000000004 141.50000000000003 595.00000000000011 84.500000000000014 6.5000000000000009 30.500000000000004
decision_type=9 9 9 9 9 9 10 8 8 10 9 9 8 8 8 8 10 8 10 10 10 10 9 9 10 10 10 10 8 10
left_child=1 13 24 9 5 6 -5 -7 -9 10 11 12 20 -1 -15 16 -4 18 -12 22 -2 -13 23 -10 -3 27 -27 -11 -6 -14
right_child=3 2 15 4 28 7 -8 8 19 25 17 21 29 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012097278058334887 8.8878498146225568e-06 2.5946522313849637e-05 -0.00039517179596918823 5.4111462571846542e-06 -0.00012978586072188075 -0.0001987753207133014 0.00012620992149055328 7.680645409521428e-05 -2.8100093889083094e-06 2.2809490079884241e-05 4.2277060199079671e-05 -3.3460929943851994e-05 1.0456125143998713e-05 5.999064139723069e-05 -4.042954659472957e-05 -0.002248249173503226 6.906656860437896e-05 0.00028633237525572822 -6.8042544299483974e-06 2.7363656845732484e-05 0.00010246593809196387 6.6619064158974161e-05 -4.7759551215376794e-06 -2.0647402591544643e-05 8.8431516709289851e-05 -2.0685277073845444e-05 4.3410363403360104e-05 5.8022553525153475e-05 -0.00010891952542905261 -0.00013932881697818156
leaf_weight=43 68 27 35 233 27 84 27 36 168 148 96 265 105 88 83 35 67 39 98 43 47 27 358 219 210 54 26 54 115 46
leaf_count=43 68 27 35 233 27 84 27 36 168 148 96 265 105 88 83 35 67 39 98 43 47 27 358 219 210 54 26 54 115 46
internal_value=0.000388963 0.00241736 0.0035948 -0.000121973 -0.000666163 -0.00040034 0.00118081 -0.000861807 -0.000601213 0.000542434 9.59586e-05 -0.000548331 0.000779782 0.000284444 0.00113953 0.000621621 0.00186408 0.00159016 0.000943589 -0.000801015 0.00293103 -0.00174258 -0.000991958 -0.00167839 0.00520968 0.00180919 -9.41901e-10 0.00252217 -0.00266667 -0.00081579
internal_weight=2971 588 374 2383 1310 1168 260 908 824 1073 791 558 266 214 171 137 102 233 194 788 115 292 745 387 237 282 80 202 142 151
internal_count=2971 588 374 2383 1310 1168 260 908 824 1073 791 558 266 214 171 137 102 233 194 788 115 292 745 387 237 282 80 202 142 151
cat_boundaries=0 30 32 34 36 37 38 40 41 42 44
cat_threshold=0 6 0 134217728 2147483648 1 262144 2147483648 0 0 0 0 2048 1536 268435456 0 0 0 0 8192 0 0 0 0 0 49152 68 0 524288 4096 0 28672 43074 32 67225920 2 288 84 0 10292 72 9250 16388 2147483648
is_linear=0
shrinkage=0.04


Tree=591
num_leaves=31
num_cat=7
split_feature=7 8 0 7 8 4 2 9 0 0 0 3 2 2 4 2 2 4 1 2 4 6 2 2 3 2 4 2 11 2
split_gain=1.37505 0.971991 0.96455 0.678686 0.668817 0.462368 0.42895 0.384142 0.381927 0.378821 0.634922 0.600752 0.37556 0.733874 0.384403 0.367064 0.319874 0.354608 0.313855 0.299977 0.289649 0.27885 0.244538 0.245826 0.242774 0.194207 0.179969 0.251896 0.278569 0.50184
threshold=0 1 35.850000000000009 2 3 12415638000.000002 4.5000000000000009 4 39.07500000000001 39.07500000000001 32.500000000000007 2011.5000000000002 10.500000000000002 16.500000000000004 8.0000000000000018 4.5000000000000009 5873.5000000000009 38500.000000000007 5.5000000000000009 10.500000000000002 120418.00000000001 5 14.500000000000002 35.500000000000007 1993.5000000000002 10.500000000000002 625.00000000000011 352.00000000000006 6 73.500000000000014
decision_type=9 9 10 9 9 10 10 9 10 10 10 8 10 10 10 8 8 8 8 8 10 9 10 10 10 8 8 10 9 10
left_child=2 5 -1 -3 -5 9 -4 18 -9 10 11 -2 -13 -14 -15 -10 17 -11 21 -20 26 25 -8 -24 -19 -6 -17 28 -28 -30
right_child=1 3 6 4 7 -7 22 8 15 16 -12 12 13 14 -16 20 -18 24 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=3.0499761602149423e-05 6.3210163213904671e-05 -3.7152045769999796e-05 -1.1378831635455079e-05 -4.6884906030882949e-05 5.4432007249653416e-05 -0.00018905329514106139 4.6284455778132662e-05 -1.0982185962220326e-05 -0.00015138607777601991 -3.1806981399726615e-05 -0.0010445279051208736 -6.5326422529396255e-05 0.0013730425877385478 1.9244172577840826e-05 -0.0023486673231340139 4.4781140532453408e-05 -0.0034897745718753931 4.77089256425504e-05 0.00080544392526178622 -2.9130368774588078e-06 -0.00069672389374096557 -3.7746922344031047e-05 -0.00033573975209972337 0.00010321842655894259 -1.4942764334780412e-06 -1.5174130712121197e-05 1.5979727675446389e-05 -2.0127367077514932e-05 5.0224928065413513e-05 5.9278403087067763e-05
leaf_weight=35 35 370 51 108 35 28 44 213 78 37 58 106 27 338 25 32 31 194 27 64 38 226 34 50 36 75 294 25 156 30
leaf_count=35 35 370 51 108 35 28 44 213 78 37 58 106 27 338 25 32 31 194 27 64 38 226 34 50 36 75 294 25 156 30
internal_value=0.000303343 5.04254e-05 0.00330667 -0.000496073 -8.78196e-05 0.00110151 0.00224444 0.000174846 0.000656784 0.00127477 0.000684745 0.0011203 0.000756538 0.00132992 0.000846153 0.00114373 0.00243478 0.0028806 -0.000794521 0.00126087 0.00149305 -0.00137686 0.00347287 0.0021647 0.0034632 0.000330578 0.00173234 0.0015415 0.00174636 0.00292386
internal_weight=2900 2686 214 1771 1401 915 179 1293 866 887 589 531 496 390 363 653 298 267 427 91 575 336 128 84 230 110 537 505 480 186
internal_count=2900 2686 214 1771 1401 915 179 1293 866 887 589 531 496 390 363 653 298 267 427 91 575 336 128 84 230 110 537 505 480 186
cat_boundaries=0 17 43 61 88 90 91 92
cat_threshold=16386 0 33554432 8192 0 134217728 0 268443648 0 8224 0 0 0 0 0 0 4096 0 12 4 0 2147483648 0 0 2147483648 0 32768 0 4 2048 512 0 0 0 0 4096 0 0 0 16777216 0 0 32768 0 0 1048576 2623492 0 0 0 131072 65536 0 32 256 67109008 0 0 0 1073741840 256 268435472 2048 0 0 0 0 0 0 1 0 0 0 64 1048576 0 0 0 0 0 8192 0 0 0 0 0 0 4 0 16564 392 16388
is_linear=0
shrinkage=0.04


Tree=592
num_leaves=31
num_cat=10
split_feature=8 7 3 0 8 12 12 3 7 9 6 4 0 4 0 4 3 7 3 4 0 3 0 1 0 3 7 0 0 3
split_gain=2.8559 0.913177 0.758972 0.610951 0.574398 1.07204 0.605478 0.499361 0.461622 0.448423 0.364045 0.30746 0.50304 0.480247 0.298881 0.275606 0.309484 0.254324 0.276393 0.273361 0.427346 0.226801 0.203277 0.191066 0.18857 0.167269 0.153309 0.162226 0.284356 0.148708
threshold=0 1 2012.5000000000002 40.675000000000004 2 3 4 2013.5000000000002 5 6 7 1009900000.0000001 40.250000000000007 8015305000.000001 9.5000000000000018 215.00000000000003 2007.5000000000002 8 2011.5000000000002 293.00000000000006 39.07500000000001 1998.5000000000002 27.750000000000004 4.5000000000000009 37.250000000000007 2007.5000000000002 9 16.750000000000004 18.500000000000004 2018.5000000000002
decision_type=9 9 8 10 9 9 9 10 9 9 9 10 10 10 10 8 10 9 8 10 10 10 10 10 10 10 9 10 10 8
left_child=2 3 -1 24 5 26 10 9 -7 -4 29 12 -11 -13 -10 -8 23 -16 -19 20 22 -12 -20 -17 -2 -26 -3 -28 -29 -6
right_child=1 4 7 -5 6 8 15 -9 14 11 21 13 -14 -15 17 16 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=8.0702015206611484e-05 7.0453049540468513e-05 -2.4363371983202423e-06 2.0643141821925581e-05 -0.00020973638632030574 7.6549014638345456e-05 -1.1363745351571793e-05 3.4152483468436076e-05 -0.00030799341264922941 -2.4864653613363405e-05 5.9369718725807534e-05 3.6767843241052202e-05 0.00020370677058352215 -0.00011422427984223674 1.208814052591773e-05 1.7554171608762592e-05 -6.0923863584938272e-06 -1.1887764209999078e-07 -4.8237985371654029e-05 7.3128268897536407e-05 -0.00017925880975960245 8.7921567374828896e-05 -1.2063971785504612e-05 -0.0013288657033286827 -6.0649017977087594e-05 1.5513370942499494e-05 0.00012516958312567029 -0.00014164154868067045 1.0146573267507357e-05 -1.8566740950880561e-05 -5.1829277870570196e-05
leaf_weight=32 37 102 120 54 30 112 42 25 54 69 116 25 39 34 133 200 159 35 138 25 94 28 26 692 143 25 130 32 105 80
leaf_count=32 37 102 120 54 30 112 42 25 54 69 116 25 39 34 133 200 159 35 138 25 94 28 26 692 143 25 130 32 105 80
internal_value=0.000196118 -0.000264311 0.00356056 0.00194074 -0.000517066 0.000216649 -0.00105155 0.00304153 0.0012293 0.00351389 0.000694339 0.00478652 0.00374312 0.0074 0.00174419 -0.00146015 -0.00160076 0.00211504 0.00269909 0.00319718 0.00358301 0.00196129 0.00232727 -0.00189026 0.00300971 0.0024142 -0.00146316 -0.00197122 -0.00107246 -0.000991736
internal_weight=2936 2592 344 259 2333 986 1347 312 617 287 254 167 108 59 505 1093 1051 451 318 283 258 144 164 892 205 168 369 267 137 110
internal_count=2936 2592 344 259 2333 986 1347 312 617 287 254 167 108 59 505 1093 1051 451 318 283 258 144 164 892 205 168 369 267 137 110
cat_boundaries=0 30 47 74 75 76 85 87 88 95 102
cat_threshold=0 2050 0 0 1073741824 1 0 0 0 32768 0 0 2048 512 268435456 0 0 0 0 0 0 0 0 0 0 49152 64 0 524288 8192 16384 17 8192 2105344 0 0 0 8192 0 402653216 0 320 0 0 0 32 4096 268435472 8 0 0 0 0 262144 0 0 0 0 133120 64 0 0 0 0 0 4096 0 384 0 20971520 0 0 268435456 4 16982304 67198976 0 0 67108864 0 0 0 0 536870912 65536 0 2052 92 0 0 0 4 0 0 131072 0 0 67108864 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=593
num_leaves=31
num_cat=14
split_feature=7 8 12 12 9 6 0 4 0 4 4 5 1 0 0 7 4 17 4 9 6 12 0 1 12 12 1 0 12 0
split_gain=1.77582 0.883507 1.6253 0.49685 0.615578 0.604366 0.465027 0.548363 0.500521 0.435758 0.641049 0.415296 0.406172 0.372668 0.356829 0.313613 0.286212 0.244905 0.215248 0.314962 0.516353 0.203343 0.73137 0.240365 0.196724 0.193555 0.178762 0.174656 0.16962 0.127726
threshold=0 1 2 3 4 5 10.500000000000002 199.50000000000003 39.07500000000001 642496500.00000012 5828530000.000001 1.0000000180025095e-35 5.5000000000000009 40.250000000000007 31.500000000000004 6 30474295000.000004 7 25040530000.000004 8 9 10 39.07500000000001 4.5000000000000009 11 12 5.5000000000000009 44.07500000000001 13 40.250000000000007
decision_type=9 9 9 9 9 9 10 10 10 8 8 10 8 10 10 9 8 9 8 9 9 9 10 10 9 9 8 10 9 10
left_child=9 2 17 15 28 24 -4 8 14 -1 -11 -10 25 -12 -8 -3 -15 -2 -17 20 -20 23 26 -19 -6 -7 -23 -18 -5 -26
right_child=1 3 6 4 5 12 7 -9 11 10 13 -13 -14 16 -16 18 27 21 19 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-3.7069283465202131e-05 -0.00019376982502412895 1.4533919732757569e-05 -0.00066085582500532535 -2.5367993776102787e-05 -1.1280971676856102e-05 4.0280819850256898e-05 3.8406013459258662e-05 -2.2224215261856163e-06 5.541140546480524e-05 0.00023991045293774287 3.3540039844942166e-05 0.00018568140921736921 -1.0158220876541138e-05 5.6864037357129905e-05 -0.00047316370210580809 -1.1316411031084797e-05 -0.0017817833336161194 -3.7605996070040288e-05 3.8876870824867394e-05 -2.0439129796399667e-05 -0.0001411652464491308 2.3142747065170101e-05 0.0009469107977222559 -8.3013773319225018e-06 -4.8863147658969759e-06 0.00024426739494030881 -9.0002721289135918e-05 8.4588968409271824e-05 -9.8088090363985703e-05 0.00086850706981625892
leaf_weight=31 119 101 47 101 104 103 195 62 128 30 140 58 62 34 26 116 30 40 125 167 341 69 25 171 159 111 36 45 120 30
leaf_count=31 119 101 47 101 104 103 195 62 128 30 140 58 62 34 26 116 30 40 125 167 341 69 25 171 159 111 36 45 120 30
internal_value=0.000183122 -0.000161402 0.00078622 -0.000726833 -9.40578e-10 0.000696551 0.0023074 0.00273191 0.0032647 0.00299065 0.00358571 0.00479144 0.00200697 0.002896 0.00196396 -0.00139373 0.00112727 -0.000934184 -0.00167895 -0.00140694 -0.000805032 -0.000352274 0.000851063 -0.0010991 -0.00056579 0.00290232 -0.000566039 -0.000263159 -0.00174138 0.000219999
internal_weight=2926 2616 976 1640 790 569 516 469 407 310 279 186 276 249 221 850 109 460 749 633 466 341 130 211 293 214 105 75 221 189
internal_count=2926 2616 976 1640 790 569 516 469 407 310 279 186 276 249 221 850 109 460 749 633 466 341 130 211 293 214 105 75 221 189
cat_boundaries=0 17 46 48 50 52 53 69 70 72 73 75 76 77 78
cat_threshold=268451841 0 0 8192 34 64 0 268435456 0 134225968 8192 320 0 0 0 0 1073741824 1342177280 8 0 0 0 1 262144 0 0 32768 0 4 10240 512 268435456 0 0 0 4096 8192 0 0 16777216 0 0 16384 0 0 524288 16845920 34 68192258 34 0 16564 152 0 129 1056768 2052 0 0 0 0 0 0 0 0 0 0 0 32 26 0 26628 208 66592 32 16842784 16785504 155936
is_linear=0
shrinkage=0.04


Tree=594
num_leaves=31
num_cat=7
split_feature=7 4 8 12 0 4 0 2 2 2 1 2 4 0 2 7 12 9 2 4 0 2 2 2 2 2 2 12 2 1
split_gain=1.46391 1.58433 1.16824 0.869157 0.808337 1.02469 0.769693 0.700139 0.681107 0.701977 0.43243 0.402923 0.388783 0.36518 0.317728 0.313138 0.457562 0.446109 0.512227 0.598162 0.348379 0.333605 0.462503 0.296837 0.530068 0.302265 0.296338 0.286728 0.522022 0.241549
threshold=0 925740000.00000012 1 2 39.07500000000001 38500.000000000007 31.500000000000004 131.00000000000003 5.5000000000000009 18.500000000000004 3.5000000000000004 38.500000000000007 2050.0000000000005 27.750000000000004 73.500000000000014 3 4 5 10.500000000000002 1009900000.0000001 39.07500000000001 100.50000000000001 55.500000000000007 24.500000000000004 14.500000000000002 8.5000000000000018 20.500000000000004 6 4.5000000000000009 5.5000000000000009
decision_type=9 10 9 9 10 8 10 8 10 10 10 8 10 10 10 9 9 9 8 8 10 10 8 10 10 10 10 9 8 10
left_child=1 8 3 10 6 -6 13 23 -1 -10 -2 -3 27 14 -5 -4 20 18 -18 -20 -17 22 26 24 25 -7 -22 28 -12 -30
right_child=2 11 15 4 5 7 -8 -9 9 -11 12 -13 -14 -15 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.2348077936323794e-05 -7.3336704608872798e-05 4.7795299526921778e-05 -5.6001798910607457e-05 3.1028513547812188e-06 -0.00041181044987421934 0.00016086433140624732 -0.0015538731446150434 0.0002507769253139558 2.1010139516932075e-05 9.3693644529607165e-06 0.00046323241710022448 0.0002539152768138215 -0.0012557658350432588 0.00043393924733627065 8.8030024683270018e-05 -2.5672097412742607e-05 0.00018427850292169242 -9.2555030466456856e-06 6.6848893744208193e-05 -2.6112523449129694e-05 3.1943516571896921e-05 -9.4186551360011584e-05 0.00023533618201744091 1.4169184190674373e-05 0.00080473167784924163 -0.00040743098918222226 -1.9927000928387254e-05 -1.5143054986093436e-05 1.8269303253103985e-05 -0.00058753231551851614
leaf_weight=50 78 28 221 285 31 31 45 29 37 92 25 25 33 33 55 120 126 405 28 256 176 32 65 56 28 34 75 237 165 39
leaf_count=50 78 28 221 285 31 31 45 29 37 92 25 25 33 33 55 120 126 405 28 256 176 32 65 56 28 34 75 237 165 39
internal_value=0.000285616 0.00325926 1.76526e-05 0.000941563 0.00196238 0.00401905 0.000973746 0.00518436 0.00157778 0.00310769 -0.000183674 0.00940741 0.000247999 0.00157219 0.00117302 -0.000723433 -0.000472953 -0.00104116 -9.50128e-05 -0.0010386 0.000517744 0.00116905 0.00156467 0.00402667 0.00540425 0.00333333 0.000777777 0.000548179 0.00151667 0.00089756
internal_weight=2940 232 2708 1204 627 209 418 178 179 129 577 53 499 373 340 1504 1283 815 410 284 468 348 316 149 93 65 251 466 229 204
internal_count=2940 232 2708 1204 627 209 418 178 179 129 577 53 499 373 340 1504 1283 815 410 284 468 348 316 149 93 65 251 466 229 204
cat_boundaries=0 17 46 48 61 63 65 66
cat_threshold=0 0 0 10240 32 0 0 0 0 134217776 8192 64 0 0 0 0 4224 1073741824 12 4 0 2147483648 0 262144 2147483648 0 32768 0 131072 2048 512 268435456 0 0 0 4096 2048 128 0 20971520 0 0 32768 4 0 524288 67128354 32 3 0 0 2097152 0 0 131072 131072 2048 0 32 0 16 67313728 34 0 2052 18434
is_linear=0
shrinkage=0.04


Tree=595
num_leaves=31
num_cat=12
split_feature=7 12 7 7 3 15 12 4 2 2 2 2 2 4 2 2 9 3 3 12 7 2 2 2 13 9 12 2 2 2
split_gain=1.69594 1.17487 0.930151 0.566541 0.520902 0.398439 0.381328 0.357539 0.472172 0.352816 0.346637 0.450953 0.438585 0.304007 0.552355 0.260566 0.375931 0.478772 0.280022 0.286451 0.31789 0.341192 0.313664 0.749261 0.300005 0.268085 0.307203 0.266013 0.244327 0.217464
threshold=0 1 2 3 2007.5000000000002 4 5 2114435000.0000002 47.500000000000007 22.500000000000004 29.500000000000004 47.500000000000007 6.5000000000000009 40797.000000000007 111.00000000000001 8.5000000000000018 6 2003.5000000000002 2011.5000000000002 7 8 29.500000000000004 94.500000000000014 59.500000000000007 9 10 11 10.500000000000002 5.5000000000000009 17.500000000000004
decision_type=9 9 9 9 10 9 9 8 8 10 10 10 10 8 10 10 9 10 8 9 9 10 10 10 9 9 9 10 10 10
left_child=1 4 -2 -3 7 10 -7 -1 9 -9 12 -12 -4 14 -8 25 17 -17 -18 20 21 -20 23 27 -21 -15 -27 -22 -5 -26
right_child=2 3 5 28 -6 6 13 8 -10 -11 11 -13 -14 15 -16 16 18 -19 19 24 22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=7.6835781780671794e-05 -6.6634397539477885e-05 -1.3186989529246751e-05 0.00010337218033363065 -1.7292922790189671e-06 4.8258373645249816e-05 -0.00015781387172398819 -8.8967941315813305e-05 1.420561867227646e-05 1.4923756149566956e-05 6.9396859957926088e-05 0.0011412911436996299 4.6276460817771693e-05 -0.00072433267620136005 -4.7277210220152024e-05 5.4988148629266578e-05 -3.8670020554876304e-05 -2.1470132420866958e-05 1.969177123120526e-05 -0.00086098467732917503 1.4655868793518741e-05 0.0038565457688734383 2.273769214207912e-05 -7.3973242239964324e-06 0.00034069489274735125 -0.00044189323220890684 -1.2773973732274766e-05 4.5325169656116023e-05 3.378588937954736e-05 5.624225808362902e-05 -2.4859113057816492e-06
leaf_weight=31 212 108 38 32 30 218 177 75 81 33 31 40 50 221 25 220 132 57 41 239 38 63 45 26 34 111 139 163 144 131
leaf_count=31 212 108 38 32 30 218 177 75 81 33 31 40 50 221 25 220 132 57 41 239 38 63 45 26 34 111 139 163 144 131
internal_value=6.69697e-06 0.00202569 -0.000440293 0.000216948 0.00398467 -0.000193779 -0.000344334 0.00343891 0.00275789 0.00447706 0.00167059 0.00383333 8.98867e-05 -0.000153765 -0.00161576 2.40809e-05 0.000339495 -0.000930556 0.00072806 0.00102433 0.00179845 -0.000139131 0.0025159 0.00321053 0.000250601 -0.000771187 0.000153256 0.00235643 0.00158289 -0.00102273
internal_weight=2985 534 2451 284 250 2239 2080 220 189 108 159 71 88 1862 202 1660 1189 277 912 780 376 104 272 227 404 471 250 201 176 165
internal_count=2985 534 2451 284 250 2239 2080 220 189 108 159 71 88 1862 202 1660 1189 277 912 780 376 104 272 227 404 471 250 201 176 165
cat_boundaries=0 17 19 37 54 55 57 59 60 69 70 72 73
cat_threshold=268582914 128 8192 8192 32 134217730 0 268435456 2048 134225968 8192 320 0 0 0 0 4224 34882 2 0 268435456 603979776 0 0 2048 0 0 0 0 0 128 268435600 268435456 0 32 0 384 0 0 0 0 0 0 0 268435456 2048 0 0 256 0 0 0 0 4096 136839168 1280 2 1 24596 1255426 0 0 0 0 0 0 131072 0 65536 10 0 2064 32770
is_linear=0
shrinkage=0.04


Tree=596
num_leaves=31
num_cat=7
split_feature=8 8 1 2 2 4 4 9 2 12 0 2 5 2 15 12 2 2 12 2 2 0 2 2 0 2 1 2 2 2
split_gain=1.42315 0.605152 0.506107 0.532344 0.513575 0.355305 0.592987 0.331245 0.30745 0.314053 0.364275 0.277879 0.258875 0.349447 0.304848 0.432378 0.390943 0.362309 0.357512 0.730919 0.380257 0.41825 0.3107 0.301535 0.475918 0.297997 0.288135 0.243857 0.271928 0.236296
threshold=0 1 5.5000000000000009 111.00000000000001 25.500000000000004 425.00000000000006 111.00000000000001 2 2.5000000000000004 3 35.250000000000007 669.50000000000011 1.5000000000000002 13.500000000000002 4 5 81.500000000000014 38.500000000000007 6 46.500000000000007 34.500000000000007 16.750000000000004 16.500000000000004 70.500000000000014 39.07500000000001 30.500000000000004 5.5000000000000009 57.500000000000007 94.500000000000014 17.500000000000004
decision_type=9 9 8 8 8 10 10 9 10 9 10 8 8 10 9 9 10 10 9 10 10 10 10 10 10 10 10 10 10 10
left_child=2 -2 4 29 -1 6 7 -3 9 10 -9 -7 13 -10 18 -16 17 22 19 20 21 -14 26 -21 -25 -20 -17 -6 -29 -4
right_child=1 5 3 -5 27 11 -8 8 12 -11 -12 -13 14 -15 15 16 -18 -19 25 23 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=3.1826922389078389e-06 -1.9455579702045521e-05 -2.209200409110648e-05 -0.000409276754269783 -0.0014044063453456821 0.00012444557992322337 -1.7894451644878884e-05 1.5845830476398508e-05 -0.00031584428926890204 4.4139619989703232e-05 -5.1546435233349175e-05 8.0424825225478095e-05 5.2788622684065345e-05 0.00028883323286307323 -2.4802110969033424e-06 -1.9998100311803247e-05 5.4164827998199625e-05 -0.00018910923041200943 0.0001074065924340288 1.1874488962906882e-05 6.23350545055058e-05 -0.00022330695981639113 2.4431069215874372e-06 -0.00064157879332312124 -8.1070111293257702e-06 0.00056696923092981136 -4.6380050747107715e-06 -4.1910275310074045e-05 2.711608243488303e-06 0.00010407301334821326 5.0359958058437058e-05
leaf_weight=129 249 121 29 44 55 173 52 33 50 146 69 25 34 50 305 30 37 58 416 39 54 187 65 36 46 293 32 26 31 30
leaf_count=129 249 121 29 44 55 173 52 33 50 146 69 25 34 50 305 30 37 58 416 39 54 187 65 36 46 293 32 26 31 30
internal_value=0.000171137 -0.000153199 0.00254648 0.00026923 0.00361983 4.911e-05 0.000198699 9.32436e-05 0.000220994 -0.00109237 0.000637167 -0.00156784 0.000410847 0.00237624 0.000289038 -0.000498142 0.000824033 0.0016129 0.000663081 0.00161179 0.000507245 0.00124324 0.000406249 0.00422951 0.00279518 0.000116666 0.0024127 0.00559292 0.00365517 0.00273333
internal_weight=2944 2600 344 103 241 2351 2153 2101 1980 248 102 198 1732 100 1632 527 222 185 1105 396 275 221 127 121 82 709 62 112 57 59
internal_count=2944 2600 344 103 241 2351 2153 2101 1980 248 102 198 1732 100 1632 527 222 185 1105 396 275 221 127 121 82 709 62 112 57 59
cat_boundaries=0 27 56 58 59 60 62 63
cat_threshold=1073741824 10 4 134217728 1073741824 1 0 0 0 0 0 0 2112 512 268435456 0 0 0 0 0 0 0 0 0 0 1073774592 4 0 2048 0 0 0 0 0 0 1 0 0 33556480 8192 1048576 0 4096 0 0 33554432 0 0 0 0 0 0 0 0 0 524288 1073741825 16 16851202 201850880 43106 32 175168
is_linear=0
shrinkage=0.04


Tree=597
num_leaves=31
num_cat=7
split_feature=8 3 8 4 12 15 2 4 4 12 0 2 2 3 8 2 2 12 4 5 0 2 0 2 1 0 2 2 2 2
split_gain=1.35478 0.788375 0.5894 1.10972 0.624905 0.492654 0.647705 0.490073 0.458796 0.398702 0.551317 0.638497 0.71435 0.558119 0.439445 0.591399 0.424489 0.400298 0.561676 0.396384 0.406463 0.384567 0.371354 0.347762 0.294245 0.271761 0.265011 0.254481 0.232891 0.232118
threshold=0 2011.5000000000002 1 2772799500.0000005 2 3 17.500000000000004 22819750000.000004 313.50000000000006 4 39.07500000000001 4.5000000000000009 7.5000000000000009 2019.5000000000002 5 2.5000000000000004 16.500000000000004 6 38500.000000000007 1.5000000000000002 15.500000000000002 29.500000000000004 18.500000000000004 29.500000000000004 5.5000000000000009 29.500000000000004 1.5000000000000002 67.500000000000014 39.500000000000007 23.500000000000004
decision_type=9 8 9 10 9 9 10 8 8 9 10 10 10 8 9 10 10 9 8 8 10 10 10 10 8 10 10 10 10 10
left_child=1 -1 4 5 7 6 -4 -2 21 10 16 -12 -13 -14 15 -11 22 -17 -19 -20 23 -7 -10 -21 26 28 -3 29 -22 -15
right_child=2 24 3 -5 -6 8 -8 -9 9 14 11 12 13 27 -16 17 -18 18 19 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.060168337685979e-05 -0.00027471718094517541 0.00014989923183989729 0.00010371612536283846 5.3263550306326121e-07 -2.234359048283578e-05 7.3931067538858889e-07 3.4937349135349003e-05 5.5320572552406018e-05 0.00049793274488238318 -0.0001604437081047621 -0.0001604982946383554 0.00034027074423108636 -1.8730726007709929e-05 0.00014307306103659385 -9.0692227980596263e-06 -5.0442397320825955e-06 -0.00031783518735929364 -0.00015699803711687949 0.0010309430590185222 6.383130140610463e-05 -7.8178531950121697e-05 6.9127912700116186e-05 -0.00019798947876211944 5.3353775823538024e-05 7.6020754635961664e-05 2.3558960727385887e-05 3.5646872554364405e-06 8.2592979723841793e-05 7.2884542711401081e-06 3.1540282493882232e-06
leaf_weight=26 29 26 40 40 200 57 92 108 37 41 45 27 57 70 1100 119 125 36 29 34 30 30 40 61 93 93 160 29 32 39
leaf_count=26 29 26 40 40 200 57 92 108 37 41 45 27 57 70 1100 119 125 36 29 34 30 30 40 61 93 93 160 29 32 39
internal_value=0.000373387 0.0028481 7.54423e-05 0.000305963 -0.00145977 0.000189045 0.00246154 0.000621621 3.54799e-05 -8.60645e-05 0.000924999 0.00213433 0.00301345 0.00214286 -0.000390922 0.000617283 -0.000630543 0.00106667 0.00177914 0.00244286 0.00191235 0.00286364 0.00169231 0.00395833 0.0023 0.000641025 0.00136898 0.00351079 -0.00139683 0.00258182
internal_weight=2945 305 2640 2303 337 2263 132 137 2131 2044 469 267 222 195 1575 475 202 434 315 279 250 87 77 95 279 155 186 138 62 109
internal_count=2945 305 2640 2303 337 2263 132 137 2131 2044 469 267 222 195 1575 475 202 434 315 279 250 87 77 95 279 155 186 138 62 109
cat_boundaries=0 30 57 59 60 62 89 90
cat_threshold=0 2 4 134217728 65536 0 0 0 0 0 0 0 2048 512 268435456 0 0 0 0 8192 0 0 0 0 0 1073774592 0 0 0 12288 2415919104 2052 0 0 2147483648 1 0 0 1 32768 0 0 0 0 0 4096 0 0 33554432 0 0 0 4194304 0 0 268435456 4 16818240 32 11010048 83903552 2 16 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 0 0 16384 64 73984
is_linear=0
shrinkage=0.04


Tree=598
num_leaves=31
num_cat=9
split_feature=8 7 4 8 1 2 2 12 4 9 1 6 1 2 2 2 2 3 9 4 2 2 2 1 18 2 0 0 6 2
split_gain=1.08267 1.00731 0.835972 0.69225 0.54088 0.563114 0.462121 0.410733 0.88129 0.493518 0.39142 0.379226 0.601911 0.498968 0.781353 0.639335 0.486145 0.378862 0.402243 0.338865 0.2978 0.292066 0.288921 0.277262 0.232061 0.209085 0.285904 0.19556 0.209167 0.830533
threshold=0 1 984745000.00000012 2 5.5000000000000009 99.000000000000014 15.500000000000002 3 152.50000000000003 4 5.5000000000000009 5 2.5000000000000004 39.500000000000007 90.500000000000014 72.500000000000014 47.500000000000007 2013.5000000000002 6 30474295000.000004 99.000000000000014 332.00000000000006 13.500000000000002 5.5000000000000009 7 30.500000000000004 39.07500000000001 31.500000000000004 8 17.500000000000004
decision_type=9 9 10 9 8 10 8 9 8 9 10 9 10 8 10 10 8 8 9 8 8 8 10 10 9 10 10 10 9 10
left_child=10 2 4 -3 5 6 -2 8 -5 -9 17 12 -10 -13 15 16 -15 -1 20 -20 -19 24 -21 27 -11 26 -6 -14 29 -29
right_child=1 3 -4 7 25 -7 -8 9 11 21 -12 13 23 14 -16 -17 -18 18 19 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=8.3498938005359034e-05 7.6933255137957287e-05 -3.9968982082661261e-05 5.2765580320817077e-05 6.4958138542824833e-05 3.5223969544379011e-05 0.00014660037269201854 -1.5166453284240558e-05 -0.00030062349221924938 4.9962277999180188e-05 -0.00059562454284302281 5.8636954230331923e-05 -0.00010896492336741827 -0.00022722254185737813 0.00013307808353721934 -1.1005284987631147e-05 8.6921069369300401e-05 -1.8793665856346157e-06 -1.9749398649008637e-05 1.8242222277927963e-06 0.00015980351827739808 0.00023793265845881771 -4.2605464217980716e-05 6.7023076926507331e-05 -1.9826210789859552e-05 -2.5802211535027385e-06 -0.00030267055298154223 -0.00055636970906901262 1.9126243030360284e-05 2.1402598100912722e-06 -2.2900450311817462e-05
leaf_weight=37 28 243 32 33 34 25 56 120 25 26 25 338 25 34 53 26 96 147 30 45 53 88 25 58 848 25 40 107 171 77
leaf_count=37 28 243 32 33 34 25 56 120 25 26 25 338 25 34 53 26 96 147 30 45 53 88 25 58 848 25 40 107 171 77
internal_value=0.000107707 -0.000180222 0.00223107 -0.000433797 0.00137799 0.00330909 0.00169412 -0.00019663 0.00036812 -0.000739251 0.00212332 0.000158258 0.000987341 -0.000551972 0.000971428 0.0023949 0.00122137 0.00181065 0.0013289 0.00324324 0.000189573 -0.000419323 0.00507042 0.000656035 -0.000201144 -0.000760001 0.000319999 0.00104987 0.00129213 0.00217436
internal_weight=2970 2608 240 2368 208 109 84 2125 1043 1082 362 1010 463 547 209 156 130 337 300 100 200 962 70 438 874 99 74 380 355 184
internal_count=2970 2608 240 2368 208 109 84 2125 1043 1082 362 1010 463 547 209 156 130 337 300 100 200 962 70 438 874 99 74 380 355 184
cat_boundaries=0 30 47 74 75 77 78 80 81 82
cat_threshold=16 2 0 134217728 0 1 0 0 0 32768 0 0 2048 512 268435456 0 0 0 4096 0 0 0 0 0 0 32768 0 0 0 12288 268435456 128 0 0 0 0 0 268443648 0 32 0 192 16 0 0 0 4096 0 8 0 0 65536 0 0 0 1 0 0 133120 0 1048576 0 4096 0 0 0 0 0 0 4194304 8 0 0 64 67297538 0 148 402 0 30720 4 272
is_linear=0
shrinkage=0.04


Tree=599
num_leaves=31
num_cat=12
split_feature=7 12 7 4 8 3 12 4 8 0 7 12 12 0 3 0 12 1 5 4 4 0 1 0 6 0 3 3 13 4
split_gain=1.7039 0.88499 0.720558 0.654677 0.569692 0.520839 0.457789 0.621738 0.543698 0.426903 0.438901 0.556314 0.452154 0.326296 0.284096 0.28106 0.245855 0.299822 0.236536 0.236435 0.233094 0.21362 0.280516 0.195046 0.234569 0.173177 0.167929 0.166987 0.153366 0.162193
threshold=0 1 2 313.50000000000006 3 2014.5000000000002 4 215.00000000000003 5 45.425000000000004 6 7 8 35.850000000000009 2009.5000000000002 40.250000000000007 9 4.5000000000000009 22.500000000000004 8.0000000000000018 680725000.00000012 42.710000000000008 5.5000000000000009 35.600000000000009 10 44.07500000000001 2012.5000000000002 2017.5000000000002 11 1009900000.0000001
decision_type=9 9 9 8 9 10 9 8 9 10 9 9 9 10 8 10 9 10 8 10 10 10 8 10 9 10 8 10 9 10
left_child=1 19 -2 -3 -4 6 8 -8 -6 10 11 26 18 -14 -9 -15 21 -18 -12 -1 -20 22 -16 -19 25 -25 -5 -7 -10 -30
right_child=2 3 4 9 5 27 7 14 28 -11 12 -13 13 15 16 -17 17 23 20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.067627840697237e-06 -3.6740399134517752e-05 2.7069495502910663e-05 -0.00012458672257828046 -9.7144105304097883e-05 1.9656866675611184e-05 2.026621925161271e-05 0.00049466480594760338 4.1272481489186209e-05 -4.5962984777608692e-06 -2.7598869909014264e-05 5.888310373600393e-05 3.6877445260971315e-05 0.00094261982668862902 1.1037065564191494e-05 -0.00074897806998659613 0.0013474338131954392 -8.5027669713021924e-06 -7.4550868342996365e-06 -7.0905688134425304e-06 -0.001516251876553247 8.1841785647776834e-05 0.00013688314290295154 2.9582061558572929e-06 -1.0398730583456189e-05 0.00011537258453433292 8.8101748055904766e-05 -9.1799733248108447e-06 1.1937564213313205e-05 -0.00020513378713879813 6.1623692094573295e-07
leaf_weight=190 309 34 154 25 103 31 27 82 148 41 25 210 25 52 160 26 153 154 90 32 48 25 82 75 111 29 107 101 229 28
leaf_count=190 309 34 154 25 103 31 27 82 148 41 25 210 25 52 160 26 153 154 90 32 48 25 82 75 111 29 107 101 229 28
internal_value=3.30228e-05 0.00146288 -0.000618291 0.00217291 -0.000286554 -4.64825e-05 -0.000272922 0.000272826 -0.00121773 0.00191385 0.00218062 0.00111048 0.00337906 0.00550877 8.7155e-05 0.00465823 -0.000146836 0.000360224 0.00177011 -0.000721031 0.00120863 -0.00110791 -0.0015144 0.000983783 0.00175926 0.000208695 -0.000895106 0.00234586 -0.001875 -0.00249254
internal_weight=2906 905 2001 683 1692 1538 1406 898 508 649 608 342 266 103 871 78 789 522 163 222 138 267 242 369 215 104 132 132 405 257
internal_count=2906 905 2001 683 1692 1538 1406 898 508 649 608 342 266 103 871 78 789 522 163 222 138 267 242 369 215 104 132 132 405 257
cat_boundaries=0 18 19 32 58 59 82 98 100 101 102 103 104
cat_threshold=268451841 128 571482112 8196 32 134217728 131072 268443648 33556480 402661392 32768 0 0 268435456 0 32 1073745920 128 17958176 2 16 1140850688 2361344 2 10304 0 0 0 32 0 256 268435456 1073741824 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4096 2048 256 0 0 0 0 1073758208 43010 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 571482112 4 0 0 131072 0 2048 0 0 0 0 0 0 32 40960 32 67650 68158752 156 2
is_linear=0
shrinkage=0.04


Tree=600
num_leaves=31
num_cat=9
split_feature=7 8 4 5 7 12 2 2 12 0 3 17 12 2 0 2 2 2 2 2 2 11 2 2 2 4 11 2 2 2
split_gain=1.26284 0.891831 0.822637 0.6548 0.585756 0.546743 0.836627 0.779357 0.511624 0.395108 0.389815 0.424547 0.469483 0.391401 0.384912 0.379904 0.662307 0.648005 0.496538 0.349286 0.346122 0.344627 0.336624 0.389275 0.330872 0.329561 0.622122 0.442305 0.301535 0.778518
threshold=0 1 8400.0000000000018 3.5000000000000004 2 3 301.00000000000006 44.500000000000007 4 15.500000000000002 1999.5000000000002 5 6 21.500000000000004 36.900000000000006 7.5000000000000009 42.500000000000007 22.500000000000004 10.500000000000002 147.50000000000003 27.500000000000004 7 3.5000000000000004 2.5000000000000004 14.500000000000002 1511170000.0000002 8 58.500000000000007 46.500000000000007 11.500000000000002
decision_type=9 9 10 8 9 9 8 10 9 10 8 9 9 10 10 8 8 10 10 8 10 9 10 10 10 10 9 10 10 10
left_child=3 5 4 -1 -3 7 25 9 10 -2 -6 12 -12 24 -5 22 17 18 -17 20 -16 -10 23 -13 -14 26 27 -7 29 -28
right_child=1 2 -4 14 8 6 -8 -9 21 -11 11 15 13 -15 19 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=7.196782698885947e-05 1.5350803735423756e-05 -7.2758433693854765e-05 -1.4222772381561719e-05 0.0001172007563477829 3.3896535187351605e-05 2.6220747465020817e-05 0.00017479257301419255 3.4868058669161881e-05 -1.9137443191417102e-06 -8.6965125374807492e-05 -0.00017371349935365934 -3.3446824354089474e-06 2.5473951323170077e-06 -0.00043090253584129054 9.5195052554297898e-06 8.5781020909943655e-05 -3.7747379782346443e-07 7.9835066772982594e-05 4.8521508106851996e-06 -0.00012592109784432851 3.1895915392301956e-05 -4.8831743353321715e-05 -0.00077277006336896675 1.2255537738322405e-05 0.00078328988517407027 -2.7849638690906814e-05 0.00012056902895875403 -4.3657462386450233e-05 0.00069427062198947162 -0.00076856905585345693
leaf_weight=27 99 231 107 51 84 318 48 152 217 163 108 62 64 50 56 41 185 45 107 48 26 231 94 32 29 43 35 90 39 47
leaf_count=27 99 231 107 51 84 318 48 152 217 163 108 62 64 50 56 41 185 45 107 48 26 231 94 32 29 43 35 90 39 47
internal_value=0.000219794 -1.61064e-05 -0.000581862 0.00314155 -0.000354207 0.000903348 0.00164818 -0.000225883 -2.64715e-05 -0.00155133 0.000521929 0.000259168 -0.00108397 0.000441558 0.0023956 0.000859618 0.00160422 0.00323711 0.00193288 0.00122137 0.00279518 -0.00111547 -0.000592594 0.00109474 0.002 0.00124258 0.00151698 0.00068735 0.00390909 0.00279518
internal_weight=2929 2721 1687 208 1580 1034 620 414 1349 262 901 817 251 143 181 566 378 193 148 130 82 448 188 94 93 572 529 408 121 82
internal_count=2929 2721 1687 208 1580 1034 620 414 1349 262 901 817 251 143 181 566 378 193 148 130 82 448 188 94 93 572 529 408 121 82
cat_boundaries=0 18 45 63 65 67 68 69 72 73
cat_threshold=268435456 268435456 0 0 65538 134225920 0 268443648 0 134225936 0 128 0 0 0 0 0 128 268435456 2052 0 134217728 2147483648 1 0 2147483648 0 32768 0 131072 10240 512 268435456 0 0 0 0 0 128 0 20971520 0 0 32768 64 0 17 536870912 2099200 0 0 131072 0 0 0 32 0 0 0 0 0 4224 256 67243296 32 67150146 34 10 2 4 512 524288 36
is_linear=0
shrinkage=0.04


Tree=601
num_leaves=31
num_cat=12
split_feature=8 7 8 2 2 2 3 7 2 12 9 1 1 2 3 2 2 18 4 2 7 3 12 16 2 2 2 12 2 16
split_gain=0.978332 0.756525 0.695522 0.618346 0.799943 0.642027 0.82315 0.519806 0.822705 0.520947 0.537838 0.478577 0.474236 0.425793 0.366461 0.400877 0.795835 0.345532 0.571821 0.339876 0.33965 0.355588 0.328054 0.305858 0.300124 0.296325 0.287125 0.286481 0.584246 0.487582
threshold=0 1 2 104.50000000000001 155.00000000000003 58.500000000000007 2011.5000000000002 3 12.500000000000002 4 5 5.5000000000000009 5.5000000000000009 8.5000000000000018 1975.5000000000002 40.500000000000007 52.500000000000007 6 16098220000.000002 59.500000000000007 7 2019.5000000000002 8 9 12.500000000000002 70.500000000000014 15.500000000000002 10 5.5000000000000009 11
decision_type=9 9 9 10 10 10 10 9 10 9 9 10 10 8 10 8 10 9 8 10 9 8 9 1 8 10 10 9 8 1
left_child=3 22 -3 5 -5 6 13 8 -4 10 27 19 14 -1 15 24 -17 18 -15 20 21 -11 -2 25 -12 -21 -23 28 -9 -30
right_child=1 2 7 4 -6 -7 -8 9 -10 11 12 -13 -14 17 -16 16 -18 -19 -20 23 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-8.8766701064948035e-06 1.5301725749656928e-06 -7.2557987562552978e-05 0.00057974602902416178 0.00010037680051137636 4.2798728219231863e-05 -2.6993217467625431e-05 -0.0014056813465165127 -0.00061115046853511877 5.4108193503317955e-06 2.7581713914237662e-05 1.1919786982917629e-05 3.8071091317634486e-05 -3.9595656137473221e-05 0.00014171692278881667 0.00015154318518399056 0.00058471687272867372 4.9227939029378338e-06 2.2604692960275637e-05 -0.00038266806805902615 0.00035642563827799708 -2.0338144073182266e-05 -0.0007730526793858658 -3.3465203319039826e-05 0.00010960252284075097 -0.0003653141306337711 -6.7854772847595877e-06 5.913687724981831e-05 -9.6719535038722562e-06 0.00033588277091740264 3.9506151328636163e-06
leaf_weight=60 123 122 26 26 50 55 31 28 75 25 63 165 50 50 44 32 28 106 37 25 708 34 274 45 45 93 46 275 84 115
leaf_count=60 123 122 26 26 50 55 31 28 75 25 63 165 50 50 44 32 28 106 37 25 708 34 274 45 45 93 46 275 84 115
internal_value=0.000340019 3.94312e-05 0.000340345 0.00211268 0.0054026 0.00142353 0.00218947 0.000523549 0.00317857 0.000365344 0.00116645 -0.000177084 0.00260806 0.00294488 0.00353052 0.00265089 0.0052459 0.00385567 0.00195454 -0.000515866 -0.000850124 0.0012069 -0.00153922 0.00114634 0.00117431 6.72259e-05 -9.41901e-10 0.000374268 0.00139496 0.00222
internal_weight=2940 2525 2128 415 76 339 284 2006 101 1905 764 1141 262 253 212 168 60 193 87 976 813 105 397 163 108 118 80 502 227 199
internal_count=2940 2525 2128 415 76 339 284 2006 101 1905 764 1141 262 253 212 168 60 193 87 976 813 105 397 163 108 118 80 502 227 199
cat_boundaries=0 30 48 77 94 96 98 99 115 116 117 118 119
cat_threshold=0 10 0 134217728 65536 0 0 0 0 32768 0 2048 2048 512 268435456 0 0 0 0 0 2147483648 0 4194304 0 0 32768 64 0 0 4096 0 1 603979776 2623492 0 8192 0 0 2048 0 32800 256 0 0 0 0 4112 256 16 0 0 0 2147483648 0 0 2147483648 1 0 0 0 8192 1048576 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 268566528 0 8192 0 0 134217728 0 268435456 0 134217728 0 0 0 0 0 0 128 83911968 32 0 10256 4 2 0 0 0 0 0 0 131072 33554432 0 0 0 0 0 0 32 149762 2 16802816 2
is_linear=0
shrinkage=0.04


Tree=602
num_leaves=31
num_cat=10
split_feature=7 8 12 7 12 8 2 2 1 3 12 11 0 2 12 2 2 2 2 2 2 2 2 3 12 2 2 2 2 0
split_gain=1.24332 0.92829 1.50464 0.848585 0.488057 0.464153 0.4473 0.422394 0.399957 0.383947 0.359173 0.532685 0.511942 0.400662 0.400184 0.330427 0.263292 0.252411 0.772906 0.246051 0.397038 0.234852 0.532045 0.389524 0.240421 0.226158 0.667112 0.225353 0.22263 0.216641
threshold=0 1 2 3 4 5 45.500000000000007 13.500000000000002 4.5000000000000009 2003.5000000000002 6 7 30.500000000000004 211.00000000000003 8 147.50000000000003 100.50000000000001 67.500000000000014 86.500000000000014 46.500000000000007 10.500000000000002 20.500000000000004 18.500000000000004 2011.5000000000002 9 32.500000000000007 17.500000000000004 3.5000000000000004 15.500000000000002 32.500000000000007
decision_type=9 9 9 9 9 9 8 10 8 10 9 9 8 8 9 10 8 10 10 10 10 8 10 10 9 10 10 8 10 10
left_child=8 2 15 4 6 -5 7 -3 -1 -6 11 13 -13 14 19 -2 25 21 -19 20 -7 22 23 24 -12 26 -4 -14 -16 -27
right_child=1 3 16 5 9 10 -8 -9 -10 -11 17 12 27 -15 28 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=5.2186241107316964e-05 -2.0625324996095123e-05 3.9014400031601834e-05 1.9003950158932979e-05 -1.3763048487192009e-05 -6.5510305896367548e-06 1.528764731176589e-05 0.0011497814865119276 -9.7106941302721921e-06 -5.4103984455642128e-05 2.9834918391234405e-05 -0.0004294130809201198 -0.00039801173508697033 0.0001325335759172312 0.00019344712669538828 -0.00022083511648436616 6.4053774809897954e-05 9.8204278633530213e-05 6.6519245402634592e-05 -6.3199189521942411e-06 6.1980766420264865e-06 0.00015274342977100955 -3.7691209356214889e-05 0.00013352164611567824 3.591972538663904e-05 -6.5440470826273635e-07 2.1173703681800599e-05 0.00014646991351732462 -6.7149188207742107e-07 2.4961238263693911e-05 2.1684067342450306e-07
leaf_weight=30 184 35 61 154 114 41 27 39 450 33 126 87 46 26 37 32 45 43 89 38 64 273 26 33 120 27 35 481 101 39
leaf_count=30 184 35 61 154 114 41 27 39 450 33 126 87 46 26 37 32 45 43 89 38 64 273 26 33 120 27 35 481 101 39
internal_value=4.63048e-05 0.000411835 0.00209216 5.28366e-05 0.00219305 -0.000256126 0.00425 0.00298667 -0.00179226 0.000582278 -5.11581e-05 0.00046781 -0.000217601 0.00179874 0.00140425 -0.000281939 0.00445871 -0.000721221 0.000842104 0.00277922 0.00396226 -0.00109154 -0.000326798 -0.000842858 -0.00139271 0.0038773 0.0051134 0.000249999 -0.000214766 0.00202985
internal_weight=2936 2456 423 2033 248 1785 101 74 480 147 1631 921 614 307 281 216 207 710 132 143 105 578 305 279 246 162 96 527 138 66
internal_count=2936 2456 423 2033 248 1785 101 74 480 147 1631 921 614 307 281 216 207 710 132 143 105 578 305 279 246 162 96 527 138 66
cat_boundaries=0 18 48 50 67 68 95 97 100 101 102
cat_threshold=1 145 1678770176 2886144 2 134225920 0 0 33554432 0 0 0 67108864 268435456 0 0 16 256 0 8 0 134217728 0 0 0 2147483648 0 0 0 0 10240 512 268435456 0 0 0 0 8192 128 0 4194304 0 0 32768 0 0 0 4096 1281056 32 16384 0 33562624 8192 0 0 0 268443648 65536 134217760 32768 0 16 0 0 32 128 67215424 1073741824 2052 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 83968258 34 32800 1024 524288 81922 43008
is_linear=0
shrinkage=0.04


Tree=603
num_leaves=31
num_cat=13
split_feature=8 12 7 9 4 5 4 12 3 10 9 4 8 3 0 9 12 9 3 3 1 3 5 3 0 1 15 0 11 3
split_gain=1.83207 0.777961 0.728226 0.595399 0.494712 0.49361 0.445546 0.410815 0.679807 0.460318 0.396102 0.449295 0.382162 0.372464 0.368606 0.31435 0.361945 0.457354 0.345801 0.448234 0.313412 0.311527 0.305387 0.284755 0.2659 0.262095 0.236116 0.391646 0.2746 0.287247
threshold=0 1 2 3 16098220000.000002 3.5000000000000004 425.00000000000006 4 2019.5000000000002 5 6 19000.000000000004 7 2011.5000000000002 35.250000000000007 8 9 10 2017.5000000000002 2010.5000000000002 4.5000000000000009 1999.5000000000002 1.5000000000000002 2009.5000000000002 36.400000000000006 5.5000000000000009 11 18.500000000000004 12 2017.5000000000002
decision_type=9 9 9 9 8 8 10 9 10 9 9 8 9 10 10 9 9 9 10 10 8 8 8 8 8 8 9 10 9 8
left_child=1 -1 13 4 -3 -6 12 9 10 -4 11 -9 23 -2 -14 18 24 22 19 20 -11 -12 -18 -5 -17 -16 27 -23 29 -28
right_child=2 3 7 6 5 -7 -8 8 -10 15 21 -13 14 -15 25 16 17 -19 -20 -21 -22 26 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.1862550787264479e-05 -4.1123113912352803e-05 5.3620446847165665e-05 -0.00068590026773471843 1.6645476526310487e-05 0.00041889769567966687 -0.0014516467979801715 2.9520656146680946e-05 0.00022173065748433627 7.6903983883492208e-05 9.2764606167832395e-05 0.00017483477135765799 -6.9260243673407418e-05 5.4061116248121558e-05 2.8019592920677465e-05 9.4976634518260505e-05 0.00014620763654291823 -1.3702176861527733e-05 -3.4948221629375817e-06 -5.1413440962688548e-05 0.00049854412530635705 -5.0067542355888185e-06 7.0211839453844608e-05 6.2460213796657212e-05 7.4203291281966418e-06 2.0521928674915287e-05 6.5150267005906844e-05 -3.8674323501686887e-05 -5.6912851615367838e-05 -3.8343381674322093e-05 4.6166094029091645e-06
leaf_weight=112 207 46 100 25 37 64 69 25 31 59 33 185 45 28 123 50 44 150 51 25 480 46 82 79 95 35 50 57 345 131
leaf_count=112 207 46 100 25 37 64 69 25 31 59 33 185 45 28 123 50 44 150 51 25 480 46 82 79 95 35 50 57 345 131
internal_value=7.01021e-05 0.00195046 -0.000462145 0.00259925 0.000329113 -0.00121569 0.0034522 -0.000212684 -0.00084464 0.000292937 -0.001063 -0.00253394 0.0041948 -0.00252033 0.00517757 0.000550142 0.00137963 0.000473867 -3.19498e-05 0.000254866 7.40646e-06 -0.000546806 0.00216058 0.0016 0.00294872 0.00633962 -0.000755557 0.000947368 -0.00108752 0.000187499
internal_weight=2909 635 2274 523 147 101 376 2039 903 1136 872 210 307 235 203 1036 421 276 615 564 539 662 126 104 145 158 629 103 526 181
internal_count=2909 635 2274 523 147 101 376 2039 903 1136 872 210 307 235 203 1036 421 276 615 564 539 662 126 104 145 158 629 103 526 181
cat_boundaries=0 27 28 46 48 50 51 53 80 82 84 86 87 88
cat_threshold=268435456 10 4 134217728 2147549184 1 262144 0 0 32768 0 0 10240 512 268435456 0 0 0 0 8192 2147483648 0 4194304 0 0 1073790976 64 1182752 0 0 1073741824 2621444 0 134217728 0 0 2048 0 0 0 16 0 0 0 1073745920 256 0 12292 85250 32 17 0 28688 268435456 0 0 0 65536 0 262144 0 0 32768 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 64 0 2176 3328 32 0 12292 2147483648 4
is_linear=0
shrinkage=0.04


Tree=604
num_leaves=31
num_cat=9
split_feature=8 12 12 4 8 9 2 2 2 2 2 2 3 4 2 2 2 3 12 2 0 0 2 6 1 4 2 8 0 6
split_gain=0.869653 1.21446 0.512365 0.491215 0.45437 0.464143 0.535233 0.803723 0.483871 0.456422 0.528588 0.455619 0.418924 0.558435 0.594798 0.308617 0.274933 0.445709 0.394267 0.317267 0.299433 0.290444 0.476478 0.289056 0.278165 0.256364 0.414335 0.250052 0.252227 0.298905
threshold=0 1 2 101.00000000000001 3 4 42.500000000000007 8.5000000000000018 2.5000000000000004 10.500000000000002 23.500000000000004 15.500000000000002 2006.5000000000002 21074995000.000004 99.000000000000014 46.500000000000007 58.500000000000007 2010.5000000000002 5 14.500000000000002 33.175000000000004 20.500000000000004 37.500000000000007 6 5.5000000000000009 5544455000.000001 14.500000000000002 7 40.250000000000007 8
decision_type=9 9 9 10 9 9 10 8 10 10 10 8 8 8 8 8 10 8 9 10 10 8 10 9 8 10 8 9 8 9
left_child=1 15 3 4 11 8 7 -7 -6 -9 -11 -2 -3 25 -15 -1 17 19 -19 -10 21 22 -20 -22 -18 26 -14 -4 29 -29
right_child=2 12 27 -5 5 6 -8 9 16 10 -12 -13 13 14 -16 -17 24 18 20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00038556615623919503 0.0001042887398964448 4.387175003727611e-05 -0.00010509859306257414 -2.0509710261104969e-05 -0.0003384252032343542 -1.2106110734370274e-05 -1.8751389368729615e-05 4.4329286392611763e-05 0.00020238477111152579 5.4710133315201625e-07 0.00022416891775825599 6.090164605070612e-06 1.3348857704058208e-05 -9.5533280256879588e-05 5.9127894845036359e-05 5.1852972419449851e-05 -4.205507230998208e-06 -0.00015991765281460192 -1.5720527044395145e-05 1.0636737711156968e-06 -0.0001926351294057625 0.00032914971510271873 0.0009350056761644694 2.2694042078778057e-05 -1.9108087533564765e-05 5.0583967700032417e-05 -0.00010502580406238404 -1.1086166274138687e-05 -0.0001008653220845205 2.4056858705147358e-05
leaf_weight=67 52 31 108 173 111 51 49 29 29 48 26 52 27 196 86 46 148 101 86 44 103 33 34 128 41 27 25 573 122 272
leaf_count=67 52 31 108 173 111 51 49 29 29 48 26 52 27 196 86 46 148 101 86 44 103 33 34 128 41 27 25 573 122 272
internal_value=9.8663e-05 0.00158915 -0.000219473 0.000302445 0.000600342 0.000332089 0.002 0.00325161 -8.28548e-05 0.00526923 0.00352 0.0029913 0.000476426 9.94466e-05 -0.000734983 0.00506452 0.000283422 0.000729874 0.000288065 0.00362162 0.000870885 0.00225974 0.00132231 -1.72423e-05 -0.00103158 0.00305 0.00135849 -0.000865563 -0.000642128 -0.000401892
internal_weight=2918 505 2413 1338 1165 1061 203 154 858 103 74 104 392 361 282 113 747 558 485 73 384 153 120 231 189 79 52 1075 967 845
internal_count=2918 505 2413 1338 1165 1061 203 154 858 103 74 104 392 361 282 113 747 558 485 73 384 153 120 231 189 79 52 1075 967 845
cat_boundaries=0 27 28 30 59 61 62 63 92 93
cat_threshold=1073741824 2050 4 134217728 0 1 0 2147483648 0 32768 0 131072 2048 512 0 0 0 0 0 0 128 0 4194304 0 0 0 64 16794944 67167234 34 16 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 0 0 4096 0 0 0 0 0 0 0 0 0 524288 0 22532 33792 30 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 33558528 0 0 0 0 0 0 16384 0 0 524288 92
is_linear=0
shrinkage=0.04


Tree=605
num_leaves=31
num_cat=12
split_feature=15 9 12 13 6 0 5 12 4 3 9 4 1 13 4 12 3 0 4 18 3 6 3 3 6 3 0 3 0 4
split_gain=0.453843 0.484444 0.936636 0.402629 0.46114 0.437459 0.766872 0.360562 0.33143 0.309296 0.345097 0.541716 0.472546 0.295738 0.370108 0.282601 0.253956 0.25365 0.210708 0.169578 0.172799 0.156208 0.15934 0.155991 0.152027 0.258529 0.202619 0.226024 0.135778 0.128921
threshold=0 1 2 3 4 39.07500000000001 5.5000000000000009 5 13818465000.000002 2020.5000000000002 6 38500.000000000007 3.5000000000000004 7 8400.0000000000018 8 1977.5000000000002 37.250000000000007 355.00000000000006 9 2017.5000000000002 10 2004.5000000000002 2021.5000000000002 11 2008.5000000000002 40.250000000000007 2013.5000000000002 14.500000000000002 680725000.00000012
decision_type=9 9 9 9 9 10 8 9 8 10 9 10 10 9 8 9 10 10 8 9 10 9 8 8 9 10 10 10 10 10
left_child=-1 7 17 8 5 -5 -7 9 -4 10 12 13 -2 -12 -15 -6 -10 -3 -9 -20 21 -21 -23 -8 25 -14 27 -26 -24 -25
right_child=1 2 3 4 15 6 23 18 16 -11 11 -13 24 14 -16 -17 -18 -19 19 20 -22 22 28 29 26 -27 -28 -29 -30 -31
leaf_value=3.797030376682325e-05 -7.112091342530101e-05 2.3660647915634306e-06 -1.158862764118429e-05 0.00061669373494915294 9.14055764555524e-06 7.1475310739736001e-05 4.2438035433734806e-05 5.0932717669624906e-06 6.3428755127230795e-05 -0.000103692105475159 -0.00019594422477139036 2.5714187755898456e-05 7.6533000777889699e-06 6.9238511163117466e-05 -5.1608934918576922e-06 -3.0109751424634967e-05 4.3790569100521094e-06 -0.00052735935263169937 3.4213318793179639e-05 -2.164789558388642e-05 3.1958829942550538e-05 3.3179439100431805e-05 -0.0019187696931333954 -1.0077912314017113e-05 2.8615298389792556e-05 -3.9715601481940618e-05 -0.00015357082157557776 5.0126702477187627e-05 -1.7429941060740363e-05 4.6697575076678162e-05
leaf_weight=131 77 26 41 25 106 38 30 33 90 31 155 28 381 38 187 109 55 77 47 181 28 27 29 70 255 37 77 41 438 48
leaf_count=131 77 26 41 25 106 38 30 33 90 31 155 28 381 38 187 109 55 77 47 181 28 27 29 70 255 37 77 41 438 48
internal_value=1.90661e-05 -9.23305e-05 0.000798897 0.00139968 0.000677345 0.00196396 0.00136898 -0.000399811 0.00292386 9.10376e-06 0.000106499 -0.000840096 0.000555175 -0.00125984 -0.000254238 -0.00061947 0.0039726 -0.0025614 -0.00107305 -0.00122503 -0.00138068 -0.00150888 -0.00106139 5.36903e-05 0.000853534 0.000298367 0.00142708 0.00193939 -0.00125641 -0.000605043
internal_weight=2936 2805 715 612 426 211 186 2090 186 1307 1276 408 868 380 225 215 145 103 783 750 703 675 494 148 791 418 373 296 467 118
internal_count=2936 2805 715 612 426 211 186 2090 186 1307 1276 408 868 380 225 215 145 103 783 750 703 675 494 148 791 418 373 296 467 118
cat_boundaries=0 2 4 6 7 8 10 12 13 15 16 17 18
cat_threshold=2621440 1 769 6164 17827872 2 4 388 1122402 34 0 2064 12 9218 32 4 210 28
is_linear=0
shrinkage=0.04


Tree=606
num_leaves=31
num_cat=9
split_feature=8 7 8 11 9 0 2 12 15 2 2 12 2 4 2 4 2 2 2 2 2 2 2 2 2 0 2 4 2 13
split_gain=2.71978 0.989512 0.698539 1.17824 0.594833 0.707361 0.459997 0.455051 0.61802 0.59195 0.384531 0.41583 0.337869 0.337137 0.522019 0.425031 0.436227 0.853282 0.637076 0.54104 0.361482 0.329043 0.533499 0.27275 0.254741 0.273998 0.242598 0.226764 0.219859 0.219196
threshold=0 1 2 3 4 23.500000000000004 100.50000000000001 5 6 68.500000000000014 1.5000000000000002 7 231.50000000000003 1868495000.0000002 12.500000000000002 21354125000.000004 10.500000000000002 18.500000000000004 45.500000000000007 74.500000000000014 6.5000000000000009 19.500000000000004 23.500000000000004 40.500000000000007 10.500000000000002 23.500000000000004 492.00000000000006 425.00000000000006 3.5000000000000004 8
decision_type=9 9 9 9 9 10 8 9 9 8 8 9 8 8 8 10 8 10 10 10 10 10 10 10 10 10 10 8 10 9
left_child=13 7 26 6 5 -5 -4 24 9 28 -6 12 21 14 -1 16 20 -18 -19 -20 -15 -12 -23 -7 25 -2 -3 -13 -9 -26
right_child=1 2 3 4 10 23 -8 8 -10 -11 11 27 -14 15 -16 -17 17 18 19 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=1.9827413662343097e-05 0.00030524332208604633 -3.5998578328107019e-05 2.528790996081757e-05 0.00020353841705594296 3.334815417083689e-05 1.0259962819722307e-05 5.985283139589549e-05 -0.0024127014120762418 0.00034870338354496186 -0.0021201323148764177 -1.9377071410531243e-06 7.1539190203499629e-06 -0.00015762371897432424 5.3185567027773666e-05 -7.5257458900452958e-05 -3.4462353368960568e-05 0.0002339224356041859 3.4248499691842662e-06 0.00074937150948058975 1.1921406202023013e-05 -0.00011376974769389058 0.0017136109586129806 1.5382367711760712e-05 -2.7649421106141015e-05 -9.2690793306981001e-06 2.785860222174522e-06 4.965189726316961e-05 -4.0581712148590081e-05 9.1560030397621416e-05 5.9436826395430953e-06
leaf_weight=25 30 302 107 28 33 138 35 29 105 34 187 28 66 32 39 25 89 68 27 30 31 25 137 34 175 99 32 596 120 231
leaf_count=25 30 302 107 28 33 138 35 29 105 34 187 28 66 32 39 25 89 68 27 30 31 25 137 34 175 99 32 596 120 231
internal_value=0.00037168 -9.45013e-05 -0.000632178 -0.00023579 -0.000629775 0.00132701 0.00308497 0.00104077 0.002301 0.000762886 -0.00100462 -0.00115 -0.000140846 0.00354377 0.000984614 0.00419802 0.00464748 0.00550698 0.00333333 0.00641379 0.0016875 0.000354285 0.00166871 0.000416184 0.000329669 0.00187692 -0.00224928 -0.00178898 0.00189333 -0.000157249
internal_weight=2937 2571 1748 1414 1272 200 142 823 288 183 1072 1039 415 366 64 302 277 214 125 57 63 349 162 172 535 129 334 624 149 406
internal_count=2937 2571 1748 1414 1272 200 142 823 288 183 1072 1039 415 366 64 302 277 214 125 57 63 349 162 172 535 129 334 624 149 406
cat_boundaries=0 26 44 70 72 74 76 77 78 79
cat_threshold=0 2048 0 134217728 1073741824 0 262144 0 0 0 0 0 2048 1536 268435456 0 0 0 0 0 0 0 0 0 0 1073774592 268566530 17 1048576 8192 0 134217728 131072 805445632 0 8192 0 128 0 0 0 32 16 128 1073741824 4 0 0 0 0 0 0 1 0 0 2052 8192 0 0 0 0 0 33558528 10240 384 0 0 0 0 16384 16384 1536 1 16512 17867074 32 68157440 17892354 12
is_linear=0
shrinkage=0.04


Tree=607
num_leaves=31
num_cat=12
split_feature=8 8 7 17 2 2 7 5 2 2 8 2 2 3 15 9 13 7 2 2 2 3 3 6 1 2 2 3 6 2
split_gain=1.03626 0.725155 0.64195 0.467408 0.598418 0.531281 0.436869 0.783828 0.324942 0.363459 0.263585 0.31614 0.31022 0.298066 0.26556 0.274957 0.37464 0.358727 0.582668 0.500916 0.360333 0.323008 0.287337 0.264269 0.372884 0.367954 0.467321 0.31225 0.249753 0.289434
threshold=0 1 2 3 155.00000000000003 29.500000000000004 4 1.5000000000000002 60.500000000000007 15.500000000000002 5 9.5000000000000018 19.500000000000004 1962.0000000000002 6 7 8 9 108.50000000000001 50.500000000000007 24.500000000000004 2018.5000000000002 2007.5000000000002 10 5.5000000000000009 28.500000000000004 3.5000000000000004 2011.5000000000002 11 6.5000000000000009
decision_type=9 9 9 9 8 10 9 8 8 10 9 10 10 10 9 9 9 9 10 8 8 8 8 9 10 10 8 10 9 8
left_child=3 -2 28 -1 5 -5 8 -8 9 -4 11 -9 -13 -14 -12 16 22 18 19 -18 -19 -17 -16 24 -24 26 -25 -28 -3 -30
right_child=1 2 6 4 -6 -7 7 10 -10 -11 14 12 13 -15 15 21 17 20 -20 -21 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=1.2054487299411269e-05 -2.4484871618245829e-05 -0.00022999610285325792 3.2921804766705626e-05 2.5989808256475893e-05 4.7203053205377678e-06 0.00010703636238421226 -1.9557002168182455e-05 8.267519118190412e-05 5.332054053040214e-05 -2.2407714184354018e-05 -2.5682187955027304e-05 -0.00072343926478360746 0.00028449803698316317 -2.9533508082238754e-05 -3.6654133240391822e-05 8.0611585886603004e-06 0.00014103927507128498 1.5284880617161123e-05 -0.00015966042735240178 0.00032903145339749715 -1.0933799054957377e-06 -1.468222453093147e-05 -3.4967668558374229e-05 0.00013179464875824419 9.8547977898640706e-06 9.5922601944173902e-05 -0.0015922621826789318 0.00027736085346187066 1.5721614284266568e-05 -4.8058920811955125e-06
leaf_weight=184 273 110 43 53 63 37 143 27 25 40 115 26 34 31 44 92 65 206 29 25 253 300 212 31 91 40 80 37 36 191
leaf_count=184 273 110 43 53 63 37 143 27 25 40 115 26 34 31 44 92 65 206 29 25 253 300 212 31 91 40 80 37 36 191
internal_value=0.000168879 -0.000105748 0.000126657 0.00221839 0.00382927 0.00615385 0.000401999 0.000251585 0.0027563 0.0017619 0.000487636 0.00223256 0.00126087 0.00272727 0.000343347 0.000488126 0.000807828 0.00150764 0.00341538 0.00527472 0.00094468 -0.000416874 3.66291e-05 0.000317072 -0.000420383 0.00144724 0.000590603 -0.000576272 -0.00145977 -0.00062185
internal_weight=2936 2599 2326 337 153 90 1989 1881 108 83 1738 118 91 65 1620 1505 1113 578 119 90 459 392 535 491 303 188 148 117 337 227
internal_count=2936 2599 2326 337 153 90 1989 1881 108 83 1738 118 91 65 1620 1505 1113 578 119 90 459 392 535 491 303 188 148 117 337 227
cat_boundaries=0 15 44 62 63 80 104 105 107 108 125 126 127
cat_threshold=1342177280 2050 0 134217728 0 0 262144 0 0 0 0 0 64 1536 268435456 0 1048580 0 0 0 0 0 0 1 0 0 0 0 1048576 0 4096 0 0 33554432 2048 0 0 4194304 0 0 1073741824 0 0 128 2 16 1140850688 2097664 0 0 0 0 33619968 134217728 0 0 16 0 0 0 4096 256 10 0 268435456 8192 8192 65536 64 0 8192 0 0 32768 0 0 0 0 0 1073741952 16 8 0 0 2147483648 0 0 2147483648 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 0 8 11534336 1073741824 26752 2 0 0 0 0 0 0 0 537001984 0 32 0 0 0 0 0 0 16 24 260
is_linear=0
shrinkage=0.04


Tree=608
num_leaves=31
num_cat=11
split_feature=8 7 0 2 7 3 12 11 2 2 2 6 0 3 1 7 0 2 2 2 0 2 2 3 6 12 7 9 2 2
split_gain=2.07012 1.10591 0.656614 0.77801 0.642201 0.550687 0.438575 0.421103 0.712672 0.789787 0.578052 0.456957 0.629437 0.356292 0.351209 0.302683 0.426765 0.455879 0.282982 0.325108 0.275361 0.26389 0.524176 0.258238 0.342087 0.263296 0.242029 0.361955 0.260072 0.375005
threshold=0 1 38.20000000000001 47.500000000000007 2 1997.5000000000002 3 4 63.500000000000007 89.500000000000014 3.5000000000000004 5 40.250000000000007 2022.5000000000002 5.5000000000000009 6 10.500000000000002 57.500000000000007 15.500000000000002 4.5000000000000009 16.750000000000004 21.500000000000004 17.500000000000004 2013.5000000000002 7 8 9 10 145.50000000000003 39.500000000000007
decision_type=9 9 10 8 9 10 9 9 10 10 10 9 10 8 8 9 10 10 8 10 10 10 10 8 9 9 9 9 8 10
left_child=2 26 -1 -4 5 18 7 15 10 -10 14 13 21 -12 -9 16 -6 -18 19 -3 -15 22 -13 -8 25 -25 27 28 29 -2
right_child=1 4 3 -5 6 -7 23 8 9 -11 11 12 -14 20 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025779220407816622 -1.6135239406910471e-06 7.6750931802081508e-07 4.8696439945331138e-05 5.820687413342409e-05 -0.0025222755076724202 -8.45337527020148e-06 -7.5422686785791144e-05 0.00024389937905016463 0.0015394665204744044 2.8644098710945107e-05 1.3749466531129736e-05 3.9490587895176594e-05 -0.00040377386012850738 1.0092477081497425e-05 -1.5265516793772554e-05 -0.00074437348849917514 0.00085604953191401869 -1.8596771024932932e-05 1.6693251662662194e-05 8.869959215117957e-05 -0.00037170644058470535 -4.3266763173197031e-05 0.0019272742487162859 -1.0550544003293339e-06 3.7565334800686062e-07 -6.0657304592118365e-05 -0.00019570442746431413 -1.0859793853864532e-05 -3.4025899925304348e-05 6.4288962672799852e-05
leaf_weight=42 102 30 131 105 25 48 122 54 28 61 51 93 43 33 36 155 81 28 73 65 117 58 25 112 674 145 156 126 53 39
leaf_count=42 102 30 131 105 25 48 122 54 28 61 51 93 43 33 36 155 81 28 73 65 117 58 25 112 674 145 156 126 53 39
internal_value=0.000135988 -0.00021634 0.00334948 0.00428692 0.000171586 0.00218502 -6.35255e-05 0.000587318 0.00118688 0.00448889 0.000626222 -9.51409e-10 0.00123478 -0.00133962 0.00351648 -0.000653334 0.00071724 0.00185454 0.00336095 0.00479167 -0.00238411 0.00235028 0.00342857 -0.000612783 -0.000390559 -0.00159702 -0.0019384 -0.00120846 -7.80497e-05 0.0008169
internal_weight=2911 2633 278 236 2157 216 1941 888 599 89 510 420 219 201 90 289 134 109 168 95 150 176 118 1053 931 257 476 320 194 141
internal_count=2911 2633 278 236 2157 216 1941 888 599 89 510 420 219 201 90 289 134 109 168 95 150 176 118 1053 931 257 476 320 194 141
cat_boundaries=0 26 44 62 63 66 67 76 77 79 96 98
cat_threshold=16 2050 0 0 0 1 0 0 0 0 0 0 0 512 268435456 0 0 0 0 0 0 0 4194304 0 0 268468224 2 128 537919488 2099200 524320 134217792 0 536870912 2048 134217728 32 256 8388752 0 0 0 4224 256 268566528 0 1107304448 8192 0 0 33554432 8192 0 8224 32768 0 0 0 0 32 1073741824 128 68281376 16416 0 524288 92 0 0 0 0 0 0 0 131072 65536 22 16908544 32 0 128 0 2099200 0 134217792 0 536870912 2048 134217728 0 256 0 0 0 0 4096 0 18448
is_linear=0
shrinkage=0.04


Tree=609
num_leaves=31
num_cat=12
split_feature=7 7 12 0 3 12 3 4 7 1 11 0 9 4 0 3 6 4 12 0 0 4 4 9 6 0 3 4 0 12
split_gain=1.54742 0.990404 0.89586 0.572717 0.469931 0.436452 0.520782 0.416045 0.334266 0.321457 0.295323 0.460477 0.273128 0.596291 0.447415 0.332655 0.51715 0.278249 0.257257 0.455035 0.250653 0.21609 0.476936 0.30521 0.257064 0.187092 0.164306 0.15701 0.15422 0.139767
threshold=0 1 2 32.500000000000007 2009.5000000000002 3 2007.5000000000002 1246835000.0000002 4 5.5000000000000009 5 18.500000000000004 6 1732015000.0000002 35.250000000000007 2000.5000000000002 7 1950.0000000000002 8 23.500000000000004 39.07500000000001 9950.0000000000018 152.50000000000003 9 10 24.500000000000004 2019.5000000000002 72000.000000000015 40.675000000000004 11
decision_type=9 9 9 10 8 9 10 10 9 10 9 10 9 8 10 10 9 8 9 10 10 10 10 9 9 10 8 8 10 9
left_child=2 29 20 25 -5 8 10 28 -3 -8 18 -12 13 -13 -14 16 -16 -18 19 -7 -1 22 23 24 26 -4 -10 -19 -6 -2
right_child=1 5 3 4 7 6 9 -9 21 -11 11 12 14 -15 15 -17 17 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019021529558397969 -3.8358524302580981e-06 1.1947370596605774e-05 0.00020120577514371325 4.1093547890144062e-05 1.19239732923013e-05 1.7177534975693246e-05 3.0827112424667498e-05 6.0637886372364052e-05 -2.1533567829645973e-05 0.00071492455114538977 0.00011821960560771067 2.5541350774497392e-05 -0.00033447310854919205 -0.00010904959990439136 -3.4198399758977874e-05 0.00011352517890804496 -1.210458433597239e-05 4.8410324981999243e-05 -2.5979527356429267e-05 5.718023419522176e-05 4.7304140150924615e-06 -0.00034339756645982941 0.00020956221219857018 4.2955877877114296e-06 -0.0011217480397386808 0.00048137039159698716 -1.2549442857164956e-05 6.3502149091663272e-06 -0.00010759438732023808 -3.0892200480714774e-05
leaf_weight=47 113 193 40 37 123 94 146 32 51 26 62 40 57 237 100 27 30 35 125 61 58 42 30 133 114 26 279 253 33 289
leaf_count=47 113 193 40 37 123 94 146 32 51 26 62 40 57 237 100 27 30 35 125 61 58 42 30 133 114 26 279 253 33 289
internal_value=9.54233e-06 -0.000356359 0.00229975 0.00343046 0.00256637 -9.32061e-06 0.000450919 0.00173545 -0.000712779 0.00249711 0.000139036 -0.000239438 -0.000507693 -0.00148611 6.23772e-05 0.000493273 0.000210023 0.00099696 0.00123711 0.00228916 -0.00086207 -0.00114546 -0.000967106 -0.00122491 -0.0017055 0.00680597 -0.00105572 0.00141176 0.000866241 -0.00215012
internal_weight=2933 2537 396 291 225 2135 1293 188 842 172 1121 841 779 277 502 445 418 318 280 155 105 649 607 577 444 66 330 288 156 402
internal_count=2933 2537 396 291 225 2135 1293 188 842 172 1121 841 779 277 502 445 418 318 280 155 105 649 607 577 444 66 330 288 156 402
cat_boundaries=0 17 35 36 38 55 57 59 60 61 63 64 65
cat_threshold=268582912 16 8192 8196 32 134217728 0 0 33554432 8224 8192 64 128 0 0 32 144 2 0 1174405120 2883584 0 8192 0 536870912 2048 0 0 0 8388624 0 67108864 0 4096 256 1059136 83896640 32 0 0 0 0 0 64 131072 0 0 0 32 0 0 0 0 0 1073741824 32800 1536 0 24740 76 1114146 1 22528 266 26944
is_linear=0
shrinkage=0.04


Tree=610
num_leaves=31
num_cat=14
split_feature=8 7 12 4 8 7 0 8 3 0 9 7 9 11 12 12 0 0 0 0 13 8 0 4 0 0 0 4 3 0
split_gain=1.25084 0.92486 0.620257 0.951397 0.643016 0.491265 0.469507 0.38394 0.564442 0.373598 0.503332 0.367038 0.349802 0.299011 0.291376 0.291275 0.266902 0.460137 0.256808 0.225854 0.208321 0.316351 0.313851 0.196372 0.186501 0.170015 0.155607 0.154082 0.151122 0.149823
threshold=0 1 2 3023950000.0000005 3 4 32.500000000000007 5 2019.5000000000002 46.250000000000007 6 7 8 9 10 11 35.850000000000009 31.500000000000004 21.500000000000004 14.500000000000002 12 13 18.500000000000004 4050.0000000000005 32.500000000000007 35.850000000000009 15.500000000000002 18214475000.000004 2017.5000000000002 39.07500000000001
decision_type=9 9 9 10 9 9 10 9 8 10 9 9 9 9 9 9 8 8 10 10 9 9 10 8 10 10 10 10 8 10
left_child=6 24 3 5 -4 -3 -1 28 -9 10 18 -6 15 14 26 -13 17 -15 19 -7 -16 -22 -23 -12 -2 -20 -14 -10 -8 -25
right_child=1 2 4 -5 11 9 7 8 27 -11 23 12 13 16 20 -17 -18 -19 25 -21 21 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00011827986145569535 -4.9147132239243009e-06 -5.6166619237720194e-05 -1.9065804865852255e-05 3.962813800070206e-06 4.3002839115022379e-05 -1.6224369301407481e-05 -7.6475182467000319e-05 4.4372745442868323e-05 4.4993380455459435e-05 -0.00030895119197960497 4.304187662000047e-05 -1.7515120190623178e-05 3.2685737003256312e-05 -2.599887291029966e-05 2.1587697556843012e-05 -0.00018819976390876012 -3.4834683637978759e-05 4.0334795585052953e-05 -3.6284909593338143e-05 7.3057882797021291e-05 -0.00095876890895789163 2.5047371045933601e-05 -8.2923570005709996e-06 0.0004769427713084764 -6.9393903918148398e-05 6.7412292527800214e-06 9.4225751007230156e-06 -3.6855345661793417e-05 2.9427349303180944e-06 3.4261324827046658e-05
leaf_weight=42 64 184 123 25 111 45 30 25 145 35 27 129 32 48 180 119 180 26 74 97 107 29 163 52 269 199 103 25 76 156
leaf_count=42 64 184 123 25 111 45 30 25 145 35 27 129 32 48 180 119 180 26 74 97 107 29 163 52 269 199 103 25 76 156
internal_value=0.000109551 -0.000196292 9.93339e-05 0.000910496 -0.000440853 0.000694252 0.00233898 0.00184106 0.00281553 0.00117816 0.00141321 -0.000151859 -0.000376221 9.10031e-06 0.000486399 -0.00166795 -0.00111698 0.000853332 0.000516431 0.0019021 8.16233e-06 -0.000632259 0.000354679 0.00284553 -0.00212791 -0.000189782 0.00205479 0.00210526 -0.000205129 0.00252631
internal_weight=2920 2577 2244 894 1350 869 343 301 195 685 650 1227 1116 868 614 248 254 74 415 142 479 299 192 235 333 273 135 170 106 208
internal_count=2920 2577 2244 894 1350 869 343 301 195 685 650 1227 1116 868 614 248 254 74 415 142 479 299 192 235 333 273 135 170 106 208
cat_boundaries=0 30 48 50 76 93 123 125 141 143 146 147 148 149 172
cat_threshold=0 10 0 134217728 0 1 0 2147483648 0 0 0 131072 0 512 268435456 0 0 0 0 2048 0 0 0 0 0 1073774592 0 0 0 4096 2 128 536870912 2097152 524288 134217792 0 0 33556480 0 32 256 268435472 0 0 0 16 768 68240416 32 0 2048 0 0 2147549184 0 0 0 0 0 0 4 0 1048576 0 0 0 0 0 0 0 0 0 8 0 16384 0 0 67108864 0 0 0 0 268566528 0 32 0 0 0 0 0 0 4096 0 8 0 0 0 1 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 2096 131072 0 68157440 0 0 0 0 0 0 32 0 128 0 0 0 32 0 16420 16420 0 524288 34816 8450 4 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=611
num_leaves=31
num_cat=11
split_feature=7 8 8 12 7 3 9 4 8 0 2 9 6 2 2 6 2 3 2 4 4 11 5 0 0 2 2 2 2 3
split_gain=1.09055 1.07086 0.710266 0.641417 0.578403 0.400735 0.398517 0.360451 0.417095 0.369428 0.342932 0.330721 0.421533 0.304881 0.292244 0.224849 0.323389 0.296369 0.294417 0.244595 0.222325 0.248669 0.32249 0.259494 0.347845 0.219734 0.21364 0.210737 0.339935 0.717902
threshold=0 1 2 3 4 2013.5000000000002 5 2114435000.0000002 6 39.07500000000001 1.5000000000000002 7 8 492.00000000000006 6.5000000000000009 9 35.500000000000007 1998.5000000000002 17.500000000000004 33.000000000000007 425.00000000000006 10 4.5000000000000009 31.500000000000004 15.500000000000002 19.500000000000004 23.500000000000004 231.50000000000003 73.500000000000014 2015.5000000000002
decision_type=9 9 9 9 9 10 9 8 9 10 8 9 9 10 10 9 8 10 10 10 8 9 8 10 10 10 8 10 10 8
left_child=11 7 13 4 -4 6 10 -2 -9 25 -5 -1 14 -3 -13 16 18 19 -12 -17 -6 23 -23 24 -22 -10 -14 28 -24 -30
right_child=1 2 3 5 20 -7 -8 8 9 -11 15 12 26 -15 -16 17 -18 -19 -20 -21 21 22 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.246578826573543e-05 6.2197983475288513e-05 -3.6620827815899601e-05 2.7170933595806531e-05 -0.000910419742236912 1.0966771611019678e-05 5.1222514705604152e-05 -7.6686740702168041e-06 8.7895242285029229e-07 -9.5371929979351101e-05 5.0977690599721801e-05 0.00059886067588517215 0.00025938227426684334 -3.8843284421772822e-06 4.2679151235968291e-05 -4.5560807602599645e-06 4.7773606666078381e-05 7.2470816752140735e-05 -0.00016670276888262767 -0.00019887283897027615 -1.5639595076777369e-07 1.9614365980139673e-05 -7.5512208749556925e-05 -6.6206951080072604e-06 1.132633498974795e-05 -5.4492659979902874e-05 5.5265630883252561e-05 -8.6242052046253055e-05 -0.00014986615906707794 -0.00036032629586521092 5.0696327421514249e-05
leaf_weight=105 41 192 200 29 44 60 164 114 25 60 45 33 99 25 90 423 51 39 29 69 94 94 462 65 47 34 136 48 25 29
leaf_count=105 41 192 200 29 44 60 164 114 25 60 45 33 99 25 90 423 51 39 29 69 94 94 462 65 47 34 136 48 25 29
internal_value=0.000388963 0.000717744 0.000420489 0.000656804 7.1483e-06 0.00143913 0.00122823 0.00303158 0.00251282 0.00403077 0.00163793 -0.00137553 -0.000737128 -0.00170176 0.00110448 0.00185084 0.00338235 0.00139483 0.00192 0.00168763 -0.000426552 -0.000573411 -0.000944695 0.000626727 -0.00030986 0.00206667 -0.00170732 -0.000594691 -0.0003559 0.00261818
internal_weight=2971 2508 2234 2017 1108 909 849 274 233 119 685 463 358 217 123 656 125 531 74 492 908 864 658 206 141 59 235 564 516 54
internal_count=2971 2508 2234 2017 1108 909 849 274 233 119 685 463 358 217 123 656 125 531 74 492 908 864 658 206 141 59 235 564 516 54
cat_boundaries=0 18 48 77 78 88 90 104 106 107 108 110
cat_threshold=0 0 100933632 524800 34 8194 0 536870912 65536 134217728 32768 0 268435584 0 0 32 128 256 0 2058 0 0 0 1 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 0 0 4194304 0 0 32768 0 0 0 4096 1342177280 4 0 0 65536 0 0 0 0 0 0 2048 0 1048576 0 0 0 0 33558528 0 0 0 0 8 0 1073741824 64 0 128 1060194 2 1 0 0 0 0 131072 268435456 33554432 32 0 22532 0 8 0 0 0 1 0 0 0 0 0 0 0 512 0 12324 130 6 16416 1024
is_linear=0
shrinkage=0.04


Tree=612
num_leaves=31
num_cat=11
split_feature=15 2 12 0 0 9 6 2 2 5 13 6 2 2 6 11 0 2 2 9 5 2 15 6 0 2 2 2 5 2
split_gain=0.710034 0.559564 0.505034 0.403116 0.299695 0.299363 0.55581 0.569263 0.429659 0.468428 0.373162 0.588919 0.503881 0.397809 0.334558 0.495711 0.641028 0.386633 0.290735 0.281183 0.348484 0.272297 0.413483 0.336749 0.423514 0.395065 0.271513 0.446951 0.440995 0.269419
threshold=0 49.500000000000007 1 10.500000000000002 14.500000000000002 2 3 4.5000000000000009 14.500000000000002 2.5000000000000004 4 5 12.500000000000002 78.500000000000014 6 7 16.750000000000004 32.500000000000007 4.5000000000000009 8 1.0000000180025095e-35 63.500000000000007 9 10 39.07500000000001 199.50000000000003 398.00000000000006 45.500000000000007 4.5000000000000009 6.5000000000000009
decision_type=9 10 9 10 8 9 9 10 10 8 9 9 10 10 9 9 10 10 8 9 10 10 9 9 10 10 10 10 8 8
left_child=1 -1 3 -2 -4 10 7 -7 9 29 11 12 -5 -14 15 16 17 -12 -16 21 -21 22 -6 -23 -25 -26 27 28 -10 -8
right_child=2 -3 4 5 19 6 8 -9 26 -11 14 -13 13 -15 18 -17 -18 -19 -20 20 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.7238347429504814e-05 -0.0036174375707931391 -1.5620320017643921e-05 8.8155893650264708e-05 0.00028151113192868783 1.0113786929036256e-05 0.00026452939486131487 1.5193374565148277e-05 -7.863705054998765e-06 -0.00019630157170495732 1.5175505916041141e-05 0.00026210816545814511 -1.100682984256855e-05 5.6806240471019073e-06 5.5859581395876627e-05 -0.0012495534430709864 -0.0001219354729640932 0.00076626642836660666 -0.0014249832559076517 2.7598615513784163e-05 1.0343865522565236e-05 -0.0024741567090898315 5.0816011631723541e-05 -4.7896533498996923e-05 -0.00046399372657178418 -6.3822231939052016e-05 0.00038216382850479405 -2.3136297619264415e-05 2.7716505735348236e-05 2.7605923006543843e-05 4.3920326232098105e-05
leaf_weight=81 30 36 40 46 146 25 29 80 72 153 41 139 132 39 26 300 37 34 108 255 25 106 547 51 37 28 30 115 96 43
leaf_count=81 30 36 40 46 146 25 29 80 72 153 41 139 132 39 26 300 37 34 108 255 25 106 547 51 37 28 30 115 96 43
internal_value=0.000304644 0.00321875 0.000170151 0.000643126 -0.000433388 0.000737386 0.00138838 -0.0012069 0.00190892 0.00327434 0.000254106 0.00124251 0.00250877 0.00160465 -0.000402155 -0.00096454 0.00123577 -0.000789475 0.00126896 -0.00055184 0.000549827 -0.00088553 -0.0012853 0.000322869 -0.00113386 0.00090909 0.000980891 0.0013662 4.73363e-05 0.00591781
internal_weight=2927 117 2810 1575 1235 1545 643 105 538 225 902 356 217 171 546 412 112 75 134 1195 280 915 693 222 116 65 313 283 168 72
internal_count=2927 117 2810 1575 1235 1545 643 105 538 225 902 356 217 171 546 412 112 75 134 1195 280 915 693 222 116 65 313 283 168 72
cat_boundaries=0 2 3 5 6 7 8 9 10 12 13 14
cat_threshold=2097152 1 84099170 1073742337 2096 80 12 78 142 32 256 14340 2281701376 136
is_linear=0
shrinkage=0.04


Tree=613
num_leaves=31
num_cat=11
split_feature=8 8 12 2 12 7 2 3 9 4 9 4 2 5 0 12 6 0 2 2 2 0 2 2 3 2 2 2 9 6
split_gain=1.58116 1.17387 1.02811 0.958005 0.756216 0.6773 1.07507 0.952055 0.646571 0.593634 0.402736 0.329927 0.386834 0.331523 0.324486 0.485895 0.5331 0.355144 0.376167 0.376389 0.300893 0.280839 0.327466 0.278476 0.270737 0.261905 0.255461 0.665407 0.249439 0.416854
threshold=0 1 2 85.500000000000014 3 4 4.5000000000000009 2019.5000000000002 5 141.00000000000003 6 481.00000000000006 15.500000000000002 1.0000000180025095e-35 35.600000000000009 7 8 18.500000000000004 50.500000000000007 10.500000000000002 42.500000000000007 44.07500000000001 37.500000000000007 6.5000000000000009 1989.5000000000002 23.500000000000004 8.5000000000000018 12.500000000000002 9 10
decision_type=9 9 9 10 9 9 10 8 9 8 9 10 10 10 10 9 9 10 8 10 10 10 10 8 10 8 10 10 9 9
left_child=-1 2 -2 8 9 6 -6 -8 11 -3 14 12 13 -4 17 21 24 18 19 -11 26 22 -16 -10 25 -17 -12 -28 -7 -30
right_child=1 4 3 -5 5 28 7 -9 23 10 20 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-6.3889562189907797e-05 -0.00017077153756144101 0.00013916427831408629 -0.00071372249350005665 -0.00022878794044348621 -0.00019062899240648593 -2.7766222410690049e-05 -5.1738774066358298e-05 7.6462866306180899e-05 8.6855048563153994e-05 -0.00023325517373310421 -2.4541181536269155e-05 -5.4338586289275707e-05 9.1128614763079811e-05 3.6003231754147151e-05 -1.7331117479024305e-06 3.6038912700641528e-05 0.00011854530342120424 -0.00027297983084795122 -0.00075508989274912985 0.00050382526933162521 -9.3814680107982593e-05 -0.00013169721423765055 3.2214327445730477e-05 8.3776465514207293e-05 -0.0002613178680155337 6.0934685337342466e-06 6.5286406008910165e-05 -3.3398740482937229e-06 2.3877750351132718e-05 -7.6217487501872318e-06
leaf_weight=239 103 25 27 43 28 921 26 47 29 39 104 27 26 25 109 42 106 69 42 81 53 35 38 166 26 48 30 88 108 196
leaf_count=239 103 25 27 43 28 921 26 47 29 39 104 27 26 25 109 42 106 69 42 81 53 35 38 166 26 48 30 88 108 196
internal_value=0.000181879 0.000460632 0.00231072 0.00335593 8.62667e-05 -0.000526553 0.00246428 0.00524324 0.00425249 0.000951373 0.000790339 0.0012069 0.00263291 0.000603773 0.00133127 0.00203457 0.00322747 0.000155171 0.00117791 0.00231405 -0.000489511 0.000373056 0.00116216 0.00553398 0.00107087 0.0021978 0.000143497 0.00141176 -0.000792881 0.000203174
internal_weight=2946 2707 446 343 2261 1326 101 73 300 935 910 105 78 52 635 404 222 231 162 120 275 182 147 195 116 90 222 118 1225 304
internal_count=2946 2707 446 343 2261 1326 101 73 300 935 910 105 78 52 635 404 222 231 162 120 275 182 147 195 116 90 222 118 1225 304
cat_boundaries=0 29 59 61 62 80 82 84 85 86 88 89
cat_threshold=1342177296 0 0 0 0 0 0 0 0 0 0 33556480 8192 1048576 0 0 0 0 33558528 0 2147483648 0 0 0 0 0 64 0 524288 0 2 0 134217728 0 1 262144 2147483648 0 32768 0 0 2048 512 268435456 0 0 0 0 0 0 0 0 0 0 268468224 4 0 0 4096 16845856 32 16859202 0 129 0 0 0 64 0 268435456 0 0 0 0 0 0 0 0 4096 128 0 20512 0 14340 2 392 257 26624 88
is_linear=0
shrinkage=0.04


Tree=614
num_leaves=31
num_cat=14
split_feature=8 8 15 11 12 17 9 2 12 1 6 2 12 2 0 2 2 6 9 2 2 2 2 8 2 13 2 2 0 2
split_gain=1.30918 0.942243 0.742586 0.681299 0.623763 0.848345 0.552392 0.533879 0.516663 0.542375 0.480512 0.602141 0.418844 0.600046 0.610782 0.447449 0.418352 0.385759 0.394345 0.335227 0.324551 0.27474 0.384672 0.272775 0.42109 0.266061 0.24919 0.331419 0.241662 0.365837
threshold=0 1 2 3 4 5 6 49.500000000000007 7 5.5000000000000009 8 10.500000000000002 9 2.5000000000000004 32.500000000000007 7.5000000000000009 49.500000000000007 10 11 8.5000000000000018 19.500000000000004 47.500000000000007 22.500000000000004 12 21.500000000000004 13 15.500000000000002 3.5000000000000004 18.500000000000004 48.500000000000007
decision_type=9 9 9 9 9 9 9 10 9 10 9 8 9 10 10 10 10 9 9 8 8 10 8 9 10 9 10 8 10 8
left_child=28 8 16 4 6 23 -4 17 21 -10 -8 -12 13 -5 -15 -16 -3 18 -7 -20 -21 22 -2 24 -6 -14 27 -19 -1 -30
right_child=1 2 3 12 5 7 10 -9 9 -11 11 -13 25 14 15 -17 -18 26 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.3192208283780688e-05 -3.2062790863562894e-06 0.00012724125825509219 -0.00032336277176103138 -0.00037140738005159938 7.2429658273735862e-06 -1.0783602478947121e-05 -6.2327953682604245e-06 6.2203500737862687e-05 4.5514608308672678e-05 4.9020887222982787e-05 -0.00014534030287730788 4.0623932745235813e-05 -5.1881461459208315e-05 5.376966148353868e-05 4.0155612922578005e-05 -7.2621276941331995e-06 -1.6787050779152212e-05 6.1955451687774218e-05 -2.0822422283128477e-05 0.00020757287856020191 4.0004351627765735e-05 -0.00030049960893469485 0.00015117163560680018 -6.5162307652138679e-05 -0.00067837256708128764 -1.1848350811112375e-05 0.0012517251654527524 6.1786379069725917e-06 -0.00014176773445849831 -5.0817347844501488e-06
leaf_weight=31 46 70 107 73 57 107 235 78 169 26 60 133 341 210 25 118 30 36 43 27 46 42 35 153 47 217 47 90 162 94
leaf_count=31 46 70 107 73 57 107 235 78 169 26 60 133 341 210 25 118 30 36 43 27 46 42 35 153 47 217 47 90 162 94
internal_value=0.000412719 0.000689809 0.000406606 0.000247677 0.000858261 0.00161186 -0.000183151 0.00260618 0.00269909 0.00398058 0.000473803 0.00190196 -0.000538694 0.000402745 0.00109604 -0.000916668 0.0036036 0.00205541 0.000803418 0.00233071 0.00416216 0.000507462 0.00190244 -0.000253732 0.00125217 -0.00125132 0.00341304 0.00264567 -0.00210738 -0.00258366
internal_weight=2955 2668 2350 2250 1266 731 535 474 318 195 428 193 984 426 353 143 100 396 223 116 73 123 81 257 104 558 173 126 287 256
internal_count=2955 2668 2350 2250 1266 731 535 474 318 195 428 193 984 426 353 143 100 396 223 116 73 123 81 257 104 558 173 126 287 256
cat_boundaries=0 30 60 61 64 65 66 68 69 70 72 73 75 104 105
cat_threshold=1342177280 1048576 0 0 0 1 0 0 1 0 0 0 8192 1048576 0 0 0 0 33554432 8192 256 0 0 8 0 16384 0 0 0 8192 0 2048 0 134217728 0 0 0 0 0 32768 0 2048 64 512 268435456 0 0 0 0 0 2147483648 0 4194304 0 0 1073774592 0 0 0 4096 2621440 67125252 66560 524288 108864 11 0 16516 67108898 216 85010434 2 92 0 2064 0 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 6
is_linear=0
shrinkage=0.04


Tree=615
num_leaves=31
num_cat=12
split_feature=8 7 12 8 9 7 2 10 0 12 13 9 3 2 0 2 5 2 5 0 3 2 7 0 0 3 2 2 3 12
split_gain=1.49191 0.870702 0.743607 0.620057 0.599077 0.565588 0.410103 0.358156 0.822993 0.45859 0.637235 0.459079 0.450953 0.368538 0.313111 0.385795 0.301937 0.295608 0.290527 0.284018 0.338403 0.460509 0.273313 0.661026 0.754995 0.306643 0.254649 0.250675 0.239425 0.282129
threshold=0 1 2 3 4 5 12.500000000000002 6 39.07500000000001 7 8 9 2015.5000000000002 21.500000000000004 35.850000000000009 90.500000000000014 1.5000000000000002 45.500000000000007 2.5000000000000004 16.750000000000004 2019.5000000000002 59.500000000000007 10 36.900000000000006 35.250000000000007 2003.5000000000002 44.500000000000007 14.500000000000002 2003.5000000000002 11
decision_type=9 9 9 9 9 9 8 9 10 9 9 9 10 10 10 8 8 8 8 10 8 10 9 8 10 8 10 10 8 9
left_child=2 6 18 -3 16 -5 -2 9 -9 12 11 27 22 -10 15 -8 -4 -13 -1 -12 21 -21 -7 24 26 -25 -24 -11 -6 -30
right_child=1 3 4 5 28 7 14 8 13 10 19 17 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=6.4964009699029987e-06 0.00047244822399945097 -0.00010348355966375699 3.1117041028938636e-05 -1.1083966605646436e-05 4.3790842377651905e-05 -3.4939637584264514e-06 1.9694292380093418e-05 -0.00018678065868499375 0.00016815010125202632 -3.8183846058430763e-05 7.4142578348200639e-06 1.1293820553832838e-05 3.1438001346719387e-05 2.0271966551157683e-05 -3.0780279229247756e-06 5.4357188409330978e-05 -6.8822772906276054e-06 5.3160013774370634e-05 -0.0005375743174974852 -6.9048793318581353e-05 -2.1166898447413096e-05 0.00031810951895073342 7.7111633858401843e-06 2.0663336748537945e-05 0.0051811083782168556 -2.9551139092752401e-05 0.00015837399364887646 7.6112069832209829e-06 1.6424370453120125e-05 8.5991531441053637e-05
leaf_weight=30 55 129 46 322 30 215 49 33 42 125 78 122 52 35 94 34 121 27 80 72 286 29 109 32 27 221 48 174 108 134
leaf_count=30 55 129 46 322 30 215 49 33 42 125 78 122 52 35 94 34 121 27 80 72 286 29 109 32 27 221 48 174 108 134
internal_value=0.000433783 -9.49341e-10 0.00229286 -0.000252171 0.00303111 -7.57291e-05 0.0022716 0.000214038 0.00231405 5.65101e-05 -0.000532468 0.000540304 0.000816782 0.00476923 0.00141573 0.00319048 0.000966291 0.002275 -0.000661158 -0.00155462 -0.00203093 -3.92166e-05 0.00053905 0.00109821 0.00294054 -0.000204725 0.0018481 -0.000374194 0.00421201 0.00391769
internal_weight=2959 2410 549 2178 439 2049 232 1727 110 1617 913 448 704 77 177 83 167 149 110 465 387 101 652 437 184 253 157 299 272 242
internal_count=2959 2410 549 2178 439 2049 232 1727 110 1617 913 448 704 77 177 83 167 149 110 465 387 101 652 437 184 253 157 299 272 242
cat_boundaries=0 30 48 49 75 77 95 96 98 99 101 110 112
cat_threshold=0 2 4 134217728 1073741824 1 262144 2147483648 0 32768 0 4 2048 512 268435456 0 0 0 0 8192 0 0 0 0 0 32768 4 0 0 4096 268566528 129 0 8192 0 64 0 805314560 0 134217728 0 0 128 0 0 0 0 128 67175456 0 8 0 0 0 0 0 0 0 0 0 0 8256 1048576 0 0 0 0 0 0 0 0 0 0 0 16384 0 28688 0 0 1048576 2052 0 134217728 0 0 33554432 32 32 384 16 0 0 0 1073745936 256 272 68305248 32 2 0 2224 0 0 0 0 0 0 0 131072 67584 2 32
is_linear=0
shrinkage=0.04


Tree=616
num_leaves=31
num_cat=7
split_feature=8 9 2 4 15 14 2 2 2 2 11 2 2 4 4 2 2 4 2 1 3 16 2 2 9 1 2 2 2 3
split_gain=1.72016 0.801043 0.485427 0.469928 0.390269 0.39622 0.342173 0.337398 0.312362 0.461021 0.308294 0.484255 0.318979 0.266394 0.262348 0.221928 0.656982 0.230588 0.219648 0.215955 0.327163 0.217472 0.213668 0.609874 0.277275 0.360547 0.300038 0.325096 0.239149 0.227407
threshold=0 1 99.000000000000014 1972110000.0000002 2 3 58.500000000000007 17.500000000000004 49.500000000000007 29.500000000000004 4 27.500000000000004 9.5000000000000018 1732015000.0000002 16829230000.000002 151.50000000000003 101.50000000000001 27072.500000000004 6.5000000000000009 3.5000000000000004 2003.5000000000002 5 52.500000000000007 48.500000000000007 6 5.5000000000000009 12.500000000000002 26.500000000000004 63.500000000000007 2009.5000000000002
decision_type=9 9 10 10 9 9 10 10 10 10 9 10 10 8 8 8 10 10 10 10 10 1 10 10 9 8 10 10 10 10
left_child=2 -2 6 4 8 -6 7 13 9 -3 11 12 -7 -1 -9 16 17 22 -15 21 -21 -17 23 24 29 26 -26 -28 -24 -12
right_child=1 3 -4 -5 5 10 -8 14 -10 -11 15 -13 -14 18 -16 19 -18 -19 -20 20 -22 -23 28 -25 25 -27 27 -29 -30 -31
leaf_value=-2.0465169114929883e-05 -4.3585073213794033e-05 4.1437758427114964e-05 9.0297409843774972e-05 -3.8435602754560704e-06 -3.5705510968298351e-05 0.00020016015318473341 -6.2663456240464428e-05 0.00011940205568790849 -2.1285526074947826e-05 0.001184245668384955 5.1232495606157639e-07 2.2423993624056919e-05 -0.00010802274927418625 3.8565107181691088e-05 1.3156938512012677e-05 -1.9046685204396962e-05 9.7837837883005157e-05 2.4349403098433363e-05 9.7325086464118492e-06 -4.7534884927573977e-05 3.2371545879246692e-06 8.4364820124201604e-05 -0.00059216503854706492 4.5118455041486036e-05 9.7515709982150738e-05 -0.0002260615332533901 -0.00010841407143856215 9.9262044963292512e-06 -1.819692153032746e-06 -0.00013046781965793324
leaf_weight=29 325 48 25 77 128 32 30 28 34 25 839 77 75 88 33 82 56 25 43 143 25 26 75 45 79 28 39 25 168 126
leaf_count=29 325 48 25 77 128 32 30 28 34 25 839 77 75 88 33 82 56 25 43 143 25 26 75 45 79 28 39 25 168 126
internal_value=0.000183396 -0.000140835 0.00312195 0.000127621 0.000236255 0.000108364 0.00268254 0.00322522 0.00247458 0.00416216 0.000253035 0.0017641 0.00011111 0.00223602 0.00574193 8.70526e-05 0.000278884 0.000113102 0.003 -0.00095307 -0.00184615 0.000440366 4.49113e-05 0.000267343 8.44318e-05 0.00151648 0.00241667 0.00036923 -0.00103279 -0.000184427
internal_weight=2878 2602 276 2277 2200 2093 251 221 107 73 1965 184 107 160 61 1781 1505 1449 131 276 168 108 1424 1181 1136 171 143 64 243 965
internal_count=2878 2602 276 2277 2200 2093 251 221 107 73 1965 184 107 160 61 1781 1505 1449 131 276 168 108 1424 1181 1136 171 143 64 243 965
cat_boundaries=0 26 28 29 30 32 33 35
cat_threshold=0 0 4 134217728 0 0 0 0 0 0 0 2052 0 512 268435456 0 0 0 0 0 2147483648 0 0 0 0 32768 1073742337 176 2621440 144 49152 1048576 2 0 22528
is_linear=0
shrinkage=0.04


Tree=617
num_leaves=31
num_cat=13
split_feature=4 15 11 12 12 0 10 6 13 0 11 4 4 12 1 1 0 0 0 12 15 3 6 3 3 4 17 5 4 3
split_gain=0.879754 0.734858 0.649042 0.839917 0.681744 0.535405 0.430517 0.335865 0.543809 0.510799 0.328812 0.51383 0.328764 0.350764 0.310741 0.309181 0.287555 0.271116 0.235843 0.230061 0.356846 0.323573 0.317844 0.212785 0.212199 0.211198 0.168353 0.377258 0.178334 0.150508
threshold=260.00000000000006 0 1 2 3 35.600000000000009 4 5 6 15.500000000000002 7 2050.0000000000005 13818465000.000002 8 4.5000000000000009 3.5000000000000004 35.850000000000009 39.07500000000001 29.500000000000004 9 10 1976.5000000000002 11 2011.5000000000002 1983.0000000000002 5595120000.000001 12 5.5000000000000009 38500.000000000007 2020.5000000000002
decision_type=8 9 9 9 9 10 9 9 9 10 9 10 8 9 10 10 10 10 8 9 9 10 9 8 10 10 9 8 8 8
left_child=18 5 3 14 6 -2 7 9 -9 -4 11 15 -5 24 -3 -6 -10 -11 -1 -17 -21 22 -22 -19 -14 -7 27 28 -25 -12
right_child=1 2 4 12 10 25 -8 8 16 17 29 -13 13 -15 -16 19 -18 23 -20 20 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=7.8041214136186847e-06 0.0034366386055929799 3.2941836278038242e-05 3.9117375977938858e-05 -0.00061303180557232021 -3.9568902794022554e-05 1.8909702551031675e-06 -0.000105923389809744 2.0477240067227168e-06 -4.1826896078933122e-06 -4.7669624134793449e-05 -0.0001774632955847201 1.3414663086065824e-05 1.8255195706526672e-05 -0.00021066614806612228 4.7043168910695696e-05 -5.3499608561972886e-05 6.8779844296164923e-05 -0.0001120613149870806 1.5364299441829619e-05 -3.1799850246202022e-05 -9.8230216280309363e-05 -3.6548889372400856e-05 3.0776639862358768e-05 -0.00015998161056090545 -3.861533733571576e-05 7.0430973738939512e-05 1.8962384588437325e-05 -0.00083850627276979767 1.1409055696242325e-05 -2.2968917510713365e-05
leaf_weight=26 26 30 158 56 68 85 108 175 29 155 61 27 92 113 70 213 111 74 70 139 131 100 222 30 25 27 143 51 55 284
leaf_count=26 26 30 158 56 68 85 108 175 29 155 61 27 92 113 70 213 111 74 70 139 131 100 222 30 25 27 143 51 55 284
internal_value=0.000129948 2.79723e-06 -0.000146467 0.00135013 -0.000399148 0.00273825 0.000330908 0.000600806 0.00165644 8.27169e-05 -0.00103503 -0.00061471 0.000188551 0.0008658 0.00432432 -0.000791763 0.00344371 -0.000534382 0.00387629 -0.000570721 -0.000145938 0.000405171 0.00098305 7.90951e-05 0.00228125 0.00169911 0.000585713 -0.000435375 0.00116279 -0.00207865
internal_weight=2954 2858 2720 386 2334 138 1089 981 315 666 1245 900 286 230 100 873 140 508 96 805 592 453 353 353 117 112 279 136 85 345
internal_count=2954 2858 2720 386 2334 138 1089 981 315 666 1245 900 286 230 100 873 140 508 96 805 592 453 353 353 117 112 279 136 85 345
cat_boundaries=0 2 5 6 7 8 9 10 12 13 14 15 16 17
cat_threshold=134742016 262144 67158016 1048576 524288 98368 84935010 256 456 10 36 2147483648 24866 196608 2147483648 262 10
is_linear=0
shrinkage=0.04


Tree=618
num_leaves=31
num_cat=10
split_feature=8 4 12 8 12 9 8 0 6 4 12 3 0 4 5 0 3 3 0 3 0 4 12 3 0 0 0 3 3 13
split_gain=2.36548 0.949016 0.719245 0.694945 0.379005 0.678098 0.677543 0.588162 0.49183 0.636102 0.617275 0.420338 0.400749 0.387673 0.488473 0.36192 0.334669 0.281455 0.278711 0.26158 0.249834 0.223082 0.303548 0.439432 0.197302 0.196915 0.176251 0.15883 0.145213 0.135521
threshold=0 45.000000000000007 1 2 3 4 5 35.850000000000009 6 19000.000000000004 7 1996.5000000000002 44.07500000000001 6050.0000000000009 2.5000000000000004 31.500000000000004 2009.5000000000002 1996.5000000000002 14.500000000000002 2003.5000000000002 40.675000000000004 1732015000.0000002 8 2019.5000000000002 16.750000000000004 44.07500000000001 39.07500000000001 2016.5000000000002 2001.5000000000002 9
decision_type=9 8 9 9 9 9 9 10 9 8 9 10 10 8 8 8 8 10 10 8 10 8 9 8 10 10 10 8 10 9
left_child=2 -2 25 -3 5 -5 18 15 13 -10 -11 -12 16 -9 -15 24 17 -8 -6 -4 27 -20 -23 -24 29 -1 -21 -16 -19 -7
right_child=1 3 19 4 6 7 12 8 9 10 11 -13 -14 14 20 -17 -18 28 21 26 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.2260006728489098e-06 3.292493356195994e-05 -4.1804883710470566e-05 9.1961665226319433e-05 -0.00014339406882161922 -0.00042921375079832516 4.3477621851701281e-05 -0.0016789518990833086 -0.00062734830068668216 8.5332071461559288e-05 9.1971781735467864e-07 0.00033661581928607102 -7.9250490234399843e-07 2.5056368121291424e-05 3.8810691691391653e-05 -0.00020556015280544511 -1.5129092857612006e-05 -4.0494751961111504e-05 0.00013891047446014347 -2.3801083602522114e-06 1.1222068136390353e-05 -4.0746973432581394e-05 -4.7402278486206983e-06 -4.339370004289628e-06 4.4985228855801196e-05 3.2065270882745771e-05 -0.0002534496135302856 5.6013418217634759e-05 3.37842207924708e-05 3.7271375381527606e-06 -5.1411575897402763e-05
leaf_weight=110 28 174 25 107 53 105 32 29 28 141 120 30 97 59 32 37 609 30 44 74 52 125 38 134 159 26 176 82 62 127
leaf_count=110 28 174 25 107 53 105 32 29 28 141 120 30 97 59 32 37 609 30 44 74 52 125 38 134 159 26 176 82 62 127
internal_value=0.000441275 -2.20049e-05 0.00321327 -0.000105306 8.19453e-05 0.000614834 -0.00040162 0.000944663 0.00179094 0.0028 0.00231507 0.00397515 -0.00104637 0.000392452 0.00097345 -0.000167833 -0.00137875 0.000511999 0.000948147 0.00440559 -0.000143714 0.00139181 0.00178523 0.00279781 0.000193877 0.00065306 0.00414343 0.000904347 0.00163441 -0.000549357
internal_weight=2945 2534 411 2506 2332 1108 1224 1001 573 319 291 150 830 254 225 428 733 124 394 275 166 341 297 172 391 136 250 114 92 232
internal_count=2945 2534 411 2506 2332 1108 1224 1001 573 319 291 150 830 254 225 428 733 124 394 275 166 341 297 172 391 136 250 114 92 232
cat_boundaries=0 30 32 61 63 65 91 92 94 95 96
cat_threshold=0 10 0 134217728 1073750016 0 0 2147483648 0 0 0 2048 2048 512 268435456 0 0 0 0 8192 2147483648 0 0 0 0 1073774592 0 0 0 4096 17006592 32 0 0 0 0 65536 0 0 0 0 32768 0 33554436 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 64 0 524416 16891968 34 1 176 16 2048 0 0 0 1 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 0 0 16384 400 32768 34 67118336 12
is_linear=0
shrinkage=0.04


Tree=619
num_leaves=31
num_cat=11
split_feature=4 8 7 7 2 12 2 12 2 2 7 0 2 2 2 11 2 4 9 0 7 12 2 0 2 2 4 9 0 4
split_gain=1.32115 1.19291 0.983062 0.814793 0.886978 1.00183 0.77484 0.744585 0.722512 0.511821 0.508395 0.99631 0.870654 0.441994 1.16822 0.407858 0.425267 0.285879 0.370374 0.2856 0.252395 0.249723 0.243921 0.33003 0.230229 0.221927 0.221157 0.360494 0.215939 0.211993
threshold=45.000000000000007 0 1 2 104.50000000000001 3 151.50000000000003 4 510.50000000000006 9.5000000000000018 5 27.750000000000004 23.500000000000004 45.500000000000007 51.500000000000007 6 4.5000000000000009 456.00000000000006 7 39.07500000000001 8 9 7.5000000000000009 45.425000000000004 73.500000000000014 15.500000000000002 293.00000000000006 10 40.250000000000007 6050.0000000000009
decision_type=8 9 9 9 8 9 8 9 8 10 9 10 8 10 10 9 10 10 9 10 9 9 10 10 10 10 10 9 10 10
left_child=-1 3 -3 25 5 9 -6 10 -8 -5 11 -4 -13 20 -15 17 -17 18 -12 -7 -9 26 -20 24 -24 -2 27 -22 -18 -19
right_child=1 2 7 4 6 19 8 13 -10 -11 15 12 -14 14 -16 16 28 29 22 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.4031171877906284e-05 -7.4426540411221255e-08 -4.6853230047053354e-05 -0.0001072871927587607 3.8822849412122872e-06 8.9552328990509327e-05 -0.0008648298592988967 -0.00025023427680831472 -7.5436308301729226e-05 9.1362968573397414e-05 0.00034945567823906602 8.0142466680328502e-05 4.4153723754783551e-05 0.0030195235411161338 6.7915013625051462e-05 -2.1406054114043906e-06 -0.0011155398983765455 -2.1658993527009952e-06 -0.00099494496049201101 3.3220311595965092e-05 9.0783986519300384e-06 -4.9820911082957132e-05 -1.9361434253670349e-05 2.2353086874734968e-06 -0.002239818283743878 5.5389497738647141e-05 -0.00011001970974628909 -9.2815107922227793e-05 1.5256105546642851e-05 2.3348816971135132e-05 -7.5900264842808879e-07
leaf_weight=27 55 321 55 45 25 53 37 142 66 78 103 35 26 34 199 55 161 30 140 243 181 168 327 27 43 55 39 119 27 34
leaf_count=27 55 321 55 45 25 53 37 142 66 78 103 35 26 34 199 55 161 30 140 243 181 168 327 27 43 55 39 119 27 34
internal_value=0.000352422 0.000269493 -0.000168644 0.00175449 0.0023871 0.00153333 0.00533333 0.000173823 0.00373077 0.00438806 0.000882681 0.00327559 0.00703226 -0.000680852 0.000803418 0.000555323 -0.000834647 0.00104056 0.00131045 0.00018241 -0.00122462 -0.000749036 0.000824817 0.000331657 0.000646899 -0.00132231 -0.000102858 0.00026578 4.23271e-05 -0.00147692
internal_weight=2950 2923 2266 657 547 419 128 1945 103 123 1063 116 61 882 233 947 243 704 640 296 649 507 537 397 370 110 339 300 188 64
internal_count=2950 2923 2266 657 547 419 128 1945 103 123 1063 116 61 882 233 947 243 704 640 296 649 507 537 397 370 110 339 300 188 64
cat_boundaries=0 30 48 59 61 63 73 76 78 87 89 91
cat_threshold=0 12 0 134217728 3221225472 0 262144 0 0 32768 0 2052 8256 512 268435456 0 0 0 0 8192 0 0 4194304 8 0 1073774592 0 0 0 4096 3 128 1073741824 2052 0 0 0 268435456 0 134217728 32 384 144 268435456 0 0 16 256 0 0 0 0 2 0 0 0 65536 8224 8192 67149856 32 1130850 2 268435456 0 67108864 0 0 0 0 536870912 67584 32 36 1024 524288 0 24608 0 0 0 0 0 0 131072 0 67584 16818176 32 0 6272
is_linear=0
shrinkage=0.04


Tree=620
num_leaves=31
num_cat=11
split_feature=7 7 8 12 7 3 7 2 2 2 2 0 3 11 2 2 2 9 2 12 2 2 2 0 2 0 0 13 12 0
split_gain=1.86089 0.938751 0.671382 0.583186 0.650234 0.549832 0.579701 0.566074 0.401668 0.516662 0.377817 0.360731 0.344191 0.400648 0.526054 0.465121 0.45985 0.434494 1.20641 0.41545 0.331817 0.373025 0.323235 0.287662 0.320334 0.277982 0.256458 0.347985 0.35876 0.500168
threshold=0 1 2 3 4 2004.5000000000002 5 72.500000000000014 57.500000000000007 403.00000000000006 5.5000000000000009 47.250000000000007 1999.5000000000002 6 2.5000000000000004 22.500000000000004 47.500000000000007 7 37.500000000000007 8 23.500000000000004 15.500000000000002 16.500000000000004 35.600000000000009 11.500000000000002 40.675000000000004 42.710000000000008 9 10 18.500000000000004
decision_type=9 9 9 9 9 8 9 8 10 10 10 10 8 9 10 10 10 9 10 9 10 10 10 10 10 8 10 9 9 10
left_child=8 -2 11 5 -5 22 7 -7 10 -10 25 -3 -6 14 -14 19 -17 18 20 -15 21 -16 -4 -12 -25 -1 27 -8 29 -29
right_child=1 2 3 4 12 6 26 -9 9 -11 23 -13 13 15 17 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.5764405599817276e-07 -0.00028939000532772366 -2.1240513110846919e-05 0.00039431343217141902 -0.0001015151277102966 -0.00065155491256474354 -5.3818255222984452e-06 -3.8497680972752685e-06 5.4335100632289794e-05 -0.00010669859553003071 1.7256013291545096e-05 2.791398522276504e-05 8.9164146452087567e-06 8.7735922458228346e-05 -2.1564434594137589e-05 1.7953783051898455e-05 3.4618897315290457e-05 3.9602369642211811e-06 2.8387314062470848e-06 8.8847975640378855e-05 3.197129344408089e-06 -6.1871584404598354e-05 0.0023287177083617145 2.0197472932246567e-05 8.1462960431802583e-05 2.8449311400230442e-05 0.00026491869245141462 3.7313449149687983e-05 0.00053015845863181447 -0.00041933797638630686 -9.9386456440577067e-05
leaf_weight=49 120 360 26 105 44 109 290 47 58 30 42 29 56 111 98 121 150 238 64 129 29 32 41 45 52 31 69 28 259 73
leaf_count=49 120 360 26 105 44 109 290 47 58 30 42 29 56 111 98 121 150 238 64 129 29 32 41 45 52 31 69 28 259 73
internal_value=0.000292915 -5.75985e-05 0.00011433 0.000396243 0.000986531 -0.000344177 -0.000616439 0.00153293 0.00318239 0.000988763 0.0042 -0.00139 0.00128532 0.00144606 0.0022197 0.000605363 0.00175 0.00180952 0.00302564 -0.000663901 0.001275 0.0021374 0.00311765 0.00545714 0.00665306 0.00197531 -0.00109041 -0.00135177 -0.00215634 -3.57151e-05
internal_weight=2935 2628 2508 2119 1177 942 875 156 307 88 219 389 1072 1028 517 511 271 461 223 240 159 130 67 139 97 80 719 650 360 101
internal_count=2935 2628 2508 2119 1177 942 875 156 307 88 219 389 1072 1028 517 511 271 461 223 240 159 130 67 139 97 80 719 650 360 101
cat_boundaries=0 18 36 63 65 82 99 102 104 105 106 107
cat_threshold=268566529 128 8192 0 34 134217728 33554432 0 33554432 8192 0 0 128 0 0 0 1073741824 128 16386 32 1073741824 512 0 8192 0 0 0 1024 0 0 8388608 0 0 0 0 256 268435456 2048 4 0 65536 0 262144 0 0 32768 0 4 0 0 0 0 0 0 33554432 2048 256 0 4194304 0 0 16384 64 67298336 32 0 16 0 0 0 0 0 0 2048 0 0 128 0 268435456 0 0 16 0 0 0 0 0 0 131072 0 0 0 0 128 0 0 0 0 4112 4 1024 524288 0 2052 67586 12 67109920
is_linear=0
shrinkage=0.04


Tree=621
num_leaves=31
num_cat=12
split_feature=8 12 9 4 7 8 12 4 12 2 2 2 1 18 2 2 3 3 3 13 2 3 2 2 2 4 12 16 2 12
split_gain=1.88245 0.911024 0.854831 1.3015 0.729246 0.584935 0.547716 0.520919 0.481814 0.437825 0.499679 0.472734 0.408463 0.397091 0.571404 0.490911 0.574948 0.490815 0.606436 0.533986 0.358225 0.361183 0.331235 0.325705 0.520232 0.31629 0.292264 0.31734 0.373061 0.2876
threshold=0 1 2 2025703500.0000002 3 4 5 3681544000.0000005 6 10.500000000000002 5.5000000000000009 30.500000000000004 4.5000000000000009 7 7.5000000000000009 63.500000000000007 1975.5000000000002 2018.5000000000002 2014.5000000000002 8 187.50000000000003 2019.5000000000002 106.50000000000001 104.50000000000001 176.00000000000003 1800.0000000000002 9 10 11.500000000000002 11
decision_type=9 9 9 8 9 9 9 8 9 8 10 10 10 9 10 10 10 8 10 9 10 10 10 10 10 8 9 1 8 9
left_child=1 -1 7 -4 8 -6 20 -3 -2 10 -5 -11 -9 14 -8 17 23 18 -15 25 21 -7 -18 -17 -25 -19 27 28 -27 -21
right_child=4 2 3 9 5 6 13 12 -10 11 -12 -13 -14 15 -16 16 22 19 -20 29 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1.5025246465272342e-05 6.9097773259152656e-07 2.618151394476106e-05 -1.737352885607596e-06 3.3123566075232439e-05 -4.1851918800431845e-05 -2.0170814512294771e-05 0.00066780755210784661 8.7795963823908392e-06 -4.1351539629725322e-05 0.00026825555383998474 -0.00019107932967631045 4.6345799911684841e-05 -0.00030288158640806167 4.8414044674220292e-06 3.0154667958510989e-07 6.5169930610789708e-05 3.5724311031604083e-06 -0.00013030068819905218 0.00069473207504215607 -0.00062877528491038612 2.6038700834713949e-05 4.7699806100236791e-05 -0.00046542689054253496 8.0804464292541839e-05 1.9177504885717381e-05 0.00010331916277625776 8.2848640053141188e-05 -4.700810268912649e-05 -1.5087196987074899e-05 -6.3227898284949737e-06
leaf_weight=101 130 25 37 25 118 500 25 30 360 79 26 79 53 167 41 84 25 50 37 144 40 26 29 28 31 27 368 64 33 158
leaf_count=101 130 25 37 25 118 500 25 30 360 79 26 79 53 167 41 84 25 50 37 144 40 26 29 28 31 27 368 64 33 158
internal_value=0.000285616 0.00261802 0.0035726 0.00488716 -0.000152245 0.000189431 0.000366524 0.00040336 -0.00151697 0.00630476 0.003 0.00734591 -0.00109524 0.000813917 0.00382089 0.000658105 0.00248485 0.000312678 0.00206829 -0.00011361 -0.000665512 -0.000956358 -0.00101818 0.00380555 0.00606667 0.000636527 0.000957403 -0.000711112 0.00131147 -0.00143131
internal_weight=2940 455 354 246 2485 1995 1877 108 490 209 51 158 83 1311 66 1245 197 1048 204 844 566 526 54 143 59 542 492 124 60 302
internal_count=2940 455 354 246 2485 1995 1877 108 490 209 51 158 83 1311 66 1245 197 1048 204 844 566 526 54 143 59 542 492 124 60 302
cat_boundaries=0 26 27 29 47 74 75 76 77 78 80 81 83
cat_threshold=0 2052 0 134217728 1073741824 1 0 2147483648 0 32768 0 4 2048 512 268435456 0 0 0 0 8192 2147483648 0 0 0 0 32768 1246240 0 24596 1 16 68157440 2099712 0 0 0 268435456 67584 0 32 384 16 0 0 0 4096 768 0 8 4 0 0 0 0 0 1 0 0 0 0 1048576 0 4096 0 0 0 0 0 0 0 0 0 0 64 17968160 8450 4 10 64 32 2 98560 32
is_linear=0
shrinkage=0.04


Tree=622
num_leaves=31
num_cat=6
split_feature=7 7 10 2 0 9 2 2 4 3 2 6 0 4 2 0 5 2 2 0 5 3 5 3 4 0 11 3 2 2
split_gain=1.66457 0.955894 0.57746 0.668648 0.782351 0.737252 0.622061 0.554951 0.52945 0.52456 0.512137 0.467375 0.438651 0.388435 0.384365 0.369657 0.357966 0.33238 0.422605 0.325419 0.848919 0.54675 0.402411 0.31655 0.403351 0.304488 0.29683 0.443612 0.466888 0.274199
threshold=0 1 2 45.500000000000007 15.500000000000002 3 20.500000000000004 7.5000000000000009 1009900000.0000001 2014.5000000000002 37.500000000000007 4 40.250000000000007 120418.00000000001 12.500000000000002 47.750000000000007 1.0000000180025095e-35 22.500000000000004 32.500000000000007 39.07500000000001 3.5000000000000004 1992.5000000000002 1.0000000180025095e-35 2007.5000000000002 8015305000.000001 42.710000000000008 5 2003.5000000000002 136.50000000000003 19.500000000000004
decision_type=9 9 9 10 10 9 8 10 10 10 8 9 10 8 8 10 10 10 10 10 8 10 10 8 8 10 9 10 10 10
left_child=8 -2 3 4 17 11 7 -4 12 13 -8 -6 19 -5 16 -14 -7 -3 -19 22 -21 -22 -1 -13 -25 -12 27 28 -15 -26
right_child=1 2 6 9 5 14 10 -9 -10 -11 25 23 15 26 -16 -17 -18 18 -20 20 21 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=8.8121287739758404e-06 -7.5233131038952424e-05 3.2083641753475582e-06 2.7140674676718973e-05 2.7996748319257377e-05 -3.1383785498755579e-05 4.3809412526847467e-05 -0.0004327126951460311 4.1313886997628405e-05 0.00025433326690606212 1.900893550966363e-05 1.3581837055989891e-05 -2.1902106860561623e-05 -0.00040702056748226855 3.2954563669544976e-05 -2.9590871645565474e-06 1.9651086953492253e-05 5.5688411945588385e-06 0.00023725011173247868 1.6126713721022663e-05 2.7471770143497452e-05 -3.4248062909177835e-06 1.396913677710634e-05 -0.00023198338404361535 -8.1600805877437974e-06 -3.1789550849008709e-06 0.00020169993993919842 -2.6534587572220792e-06 -0.00055387377294520727 0.00022722753133241929 0.00050407022988933643
leaf_weight=55 329 161 29 48 590 42 29 33 25 31 69 51 28 103 199 31 96 59 67 34 60 59 29 48 187 29 319 29 37 68
leaf_count=55 329 161 29 48 590 42 29 33 25 31 69 51 28 103 199 31 96 59 67 34 60 59 29 48 187 29 319 29 37 68
internal_value=0.000209747 -0.000124626 0.000164453 -2.79599e-05 -0.000453793 -0.000876756 0.00222 0.0055873 0.00287952 0.00114789 0.000718749 -0.00144084 0.00247811 0.000849161 0.000724137 -0.000600001 0.00235971 0.00143055 0.00296063 0.0032437 0.00433766 0.0027 0.00122353 -0.000263015 0.000223683 0.00210101 0.000507157 0.0018 0.00283688 0.000859374
internal_weight=2974 2653 2324 2135 1568 1281 189 62 321 567 127 944 296 536 337 59 138 287 126 237 153 119 84 354 303 98 488 169 140 255
internal_count=2974 2653 2324 2135 1568 1281 189 62 321 567 127 944 296 536 337 59 138 287 126 237 153 119 84 354 303 98 488 169 140 255
cat_boundaries=0 17 35 36 38 39 41
cat_threshold=268451842 268435584 33562624 128 0 8192 33554432 0 33554432 8192 40960 0 128 0 0 0 1073741952 0 1 1142161408 526336 0 64 0 805306368 0 32 0 0 16 0 0 0 16 256 276 1073741824 18484 30 4 1024
is_linear=0
shrinkage=0.04


Tree=623
num_leaves=31
num_cat=7
split_feature=7 7 2 8 0 4 2 1 5 0 0 6 1 2 0 2 0 0 6 11 2 3 2 2 3 1 3 2 2 8
split_gain=1.87481 0.78993 0.618992 0.875854 0.493178 0.477996 0.519454 0.437171 0.389306 0.514103 0.502796 0.447194 0.727933 0.290014 0.375659 0.289441 0.234616 0.256662 0.348635 0.277287 0.274489 0.210824 0.197105 0.186035 0.174819 0.175089 0.168444 0.168095 0.147953 0.138358
threshold=0 1 100.50000000000001 2 43.175000000000004 120418.00000000001 119.00000000000001 4.5000000000000009 5.5000000000000009 33.175000000000004 25.500000000000004 3 5.5000000000000009 8.5000000000000018 38.57500000000001 6.5000000000000009 52.740000000000002 47.750000000000007 4 5 52.500000000000007 1999.5000000000002 100.50000000000001 385.00000000000006 2006.5000000000002 5.5000000000000009 2005.5000000000002 187.50000000000003 15.500000000000002 6
decision_type=9 9 10 9 10 8 10 10 8 10 10 9 8 10 10 10 10 8 9 9 8 8 8 10 8 10 8 10 8 9
left_child=4 13 3 -3 8 -4 -7 -8 -1 10 -10 12 -11 14 -2 -6 17 18 19 20 24 -13 -14 27 -5 -26 -15 -9 -23 -20
right_child=1 2 5 16 15 6 7 23 9 11 -12 21 22 26 -16 -17 -18 -19 29 -21 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.7693273030680434e-05 9.1812055254497654e-05 -0.00014627356463285207 6.2560456810784482e-05 3.2840219950573418e-05 7.3798372122572665e-05 2.7295909202827916e-05 -0.00020304244083497319 8.2779608814443874e-06 3.186204184511584e-05 9.2989257834447288e-05 0.00016510191666509584 2.5688081400275276e-05 2.1507035918649619e-05 -4.2202507566087982e-05 -0.00058532195622302879 -3.8869755623238693e-06 -0.00065792861234200252 9.4907517071487425e-05 2.7450285026061123e-05 -9.150620795559235e-05 6.7966492598377312e-06 2.5495391460256569e-07 -0.0029816328674377537 -8.1184392592741103e-06 -3.2075909798556513e-05 2.8032761267916843e-05 -4.1416833783958168e-05 0.00010995448590900502 -4.5475878194192538e-05 -3.6957603065246234e-07
leaf_weight=59 25 112 30 35 42 27 32 50 27 35 29 29 39 30 72 67 26 62 142 121 27 56 29 49 169 29 246 38 39 1187
leaf_count=59 25 112 30 35 42 27 32 50 27 35 29 29 39 30 72 67 26 62 142 121 27 56 29 49 169 29 246 38 39 1187
internal_value=-1.35099e-05 -0.000442858 -0.000141594 -0.000376767 0.002329 0.0018326 0.00109645 0.000258823 0.00312536 0.00249296 0.00589474 0.00163158 0.00340351 -0.00211458 -0.000285715 3.63627e-05 -0.00015036 -9.47556e-05 -0.000187026 -0.00123469 -0.000442805 -0.000118519 0.00127536 0.00124638 -0.000905984 -0.00136684 -0.00283033 0.00233708 -0.00104167 0.000122387
internal_weight=2960 2509 2136 1910 451 226 196 169 342 283 56 227 103 373 97 109 1798 1772 1710 381 260 124 68 137 233 198 276 88 95 1329
internal_count=2960 2509 2136 1910 451 226 196 169 342 283 56 227 103 373 97 109 1798 1772 1710 381 260 124 68 137 233 198 276 88 95 1329
cat_boundaries=0 14 32 58 59 60 63 89
cat_threshold=268566531 128 34611200 8192 65570 134217728 33554432 0 33554432 134225920 40992 0 0 268435456 16384 17 1677983744 2361344 0 64 0 805306368 0 0 0 2097152 0 0 0 0 4112 256 0 12 0 0 0 1 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 136 84 4 1024 524288 268435456 0 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 128 0 0 0 0 32768
is_linear=0
shrinkage=0.04


Tree=624
num_leaves=31
num_cat=12
split_feature=8 8 12 12 4 7 7 2 4 12 2 2 9 4 2 5 12 2 16 2 2 2 11 2 2 2 6 2 2 2
split_gain=1.36315 0.890763 0.723231 0.582534 1.49396 0.618396 0.501081 0.656163 0.634453 0.429098 0.538638 0.364803 0.359891 0.541011 0.47049 0.453796 0.376963 0.599137 0.35338 0.340521 0.328678 0.32227 0.302043 0.47039 0.694846 0.252979 0.250352 1.03046 0.247222 0.665138
threshold=0 1 2 3 38500.000000000007 4 5 108.50000000000001 1642125000.0000002 6 2.5000000000000004 18.500000000000004 7 293.00000000000006 39.500000000000007 1.5000000000000002 8 79.500000000000014 9 51.500000000000007 6.5000000000000009 23.500000000000004 10 45.500000000000007 14.500000000000002 2.5000000000000004 11 3.5000000000000004 10.500000000000002 19.500000000000004
decision_type=9 9 9 9 10 9 9 10 8 9 10 8 9 10 10 10 9 10 1 10 10 8 9 8 10 10 9 8 10 10
left_child=2 9 -1 4 5 11 21 8 -8 10 -2 25 14 15 26 28 17 -16 -12 -18 -10 -4 23 24 -7 -3 -5 -28 -14 -30
right_child=1 3 6 12 -6 22 7 -9 20 -11 18 -13 13 -15 16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-7.6342209114688468e-07 8.2040368009491228e-05 -0.00010503057591176614 -9.7090071774213912e-05 -0.00010444639472338897 2.4166626575630517e-05 2.4399596291842622e-05 -3.1241256571698181e-05 8.2563430197022254e-05 6.4426360059024408e-05 -7.745393164377976e-05 -4.3546768977617212e-05 8.6734665413064723e-06 5.4483196840685787e-05 -0.0014602839370079174 -2.6733545538955958e-06 -2.5911955168362119e-05 1.6661632096655865e-05 0.00034765765833616534 2.3563288635408568e-05 -0.00014113467639968421 2.458536554193269e-05 3.4354835753633146e-05 -3.5355988769242673e-05 8.5985453360650559e-05 -7.4477528326222654e-05 0.00040655940415806706 0.00025616510231876575 -3.3494760773533927e-05 -0.0014031923709573297 1.1949473109559689e-05
leaf_weight=211 26 27 33 223 38 211 42 36 68 291 74 157 60 32 53 31 40 58 42 100 99 73 255 84 157 85 26 216 27 57
leaf_count=211 26 27 33 223 38 211 42 36 68 291 74 157 60 32 53 31 40 58 42 100 99 73 255 84 157 85 26 216 27 57
internal_value=0.000120013 -0.000302395 0.00187085 6.77609e-05 0.000725853 0.000425792 0.00297237 0.00398437 0.00325714 -0.00191892 -5.22885e-05 0.00201428 -0.000655247 0.00078899 -0.00107841 0.00170454 0.000301586 0.00193443 -0.00123077 -0.0010596 0.00435714 0.000478632 -0.000206129 0.000414686 -0.000195123 0.00382301 -0.00184549 -0.000822135 0.00264827 0.00122353
internal_weight=2932 2370 562 1937 1014 976 351 245 209 433 142 269 923 207 716 175 251 111 116 140 167 106 707 452 368 112 465 242 144 84
internal_count=2932 2370 562 1937 1014 976 351 245 209 433 142 269 923 207 716 175 251 111 116 140 167 106 707 452 368 112 465 242 144 84
cat_boundaries=0 30 59 60 62 79 88 89 91 93 94 97 98
cat_threshold=0 2056 4 134217728 1073741824 0 0 0 0 0 0 2052 64 512 268435456 0 0 0 33554432 0 256 0 4194304 0 0 32768 4 0 524288 4096 3489660928 0 0 0 2147483648 0 0 2147483648 1 0 0 33554432 8192 1048576 0 4096 0 0 0 10240 128 0 0 0 0 16384 64 0 128 17956898 85016642 2 2 0 8192 2097152 0 0 131072 537001984 65536 0 0 0 16 0 0 0 16 0 0 0 0 32 0 131072 131072 67584 16843010 0 18452 33024 32 2 4 512 524288 152
is_linear=0
shrinkage=0.04


Tree=625
num_leaves=31
num_cat=12
split_feature=8 1 2 0 8 17 0 12 0 0 2 2 8 2 10 8 0 13 2 11 12 0 2 12 4 2 2 2 6 0
split_gain=1.24713 0.602884 0.487371 0.4853 0.450914 0.249946 0.378319 0.319302 0.468644 0.358628 0.22522 0.40292 0.219836 0.351733 0.205396 0.282726 0.257063 0.212569 0.566946 0.534068 0.638962 0.521144 0.495285 0.38933 0.309019 0.284822 0.361936 0.300054 0.255803 0.228647
threshold=0 5.5000000000000009 29.500000000000004 40.250000000000007 1 2 39.07500000000001 3 50.425000000000004 20.500000000000004 14.500000000000002 119.00000000000001 4 4.5000000000000009 5 6 26.500000000000004 7 141.50000000000003 8 9 39.07500000000001 10.500000000000002 10 481.00000000000006 38.500000000000007 74.500000000000014 10.500000000000002 11 16.750000000000004
decision_type=9 10 10 10 9 9 10 9 8 8 10 10 9 8 9 9 10 9 8 9 9 10 8 9 10 8 8 10 9 10
left_child=1 2 12 -4 -2 6 -6 9 14 -7 -3 -12 -1 -14 15 16 -9 18 23 21 25 -19 -22 -17 29 27 -27 -21 -25 -24
right_child=4 10 3 -5 5 7 -8 8 -10 -11 11 -13 13 -15 -16 17 -18 19 -20 20 22 -23 24 28 -26 26 -28 -29 -30 -31
leaf_value=-2.3591303570914973e-08 -9.9251763938623182e-06 -0.00017276731807038703 6.7803129990142281e-05 1.8192328913732027e-05 -1.018441447939611e-05 2.3128876967800891e-05 2.0057815597499701e-05 2.4701156872354647e-06 9.4565760663418619e-05 -7.9743327229868689e-05 0.00010600307087771443 -0.0011293010445267793 0.00018651646431569656 2.1548705427778428e-05 -7.2765419636238978e-05 1.8626161896654812e-05 -0.00049051355900637833 8.2847392868478501e-05 5.6904009811427132e-05 6.3543144856598231e-05 2.1599165186671749e-05 3.4993343247182131e-05 -6.7597468283371385e-06 3.5024743010172198e-07 4.5125852786753741e-06 4.2925950137917799e-05 5.9540597362676911e-05 -5.8034946156703733e-05 -2.6748227680733593e-05 -9.7843305681665586e-05
leaf_weight=103 217 41 54 51 45 136 227 56 31 240 29 28 29 146 156 135 68 31 44 27 32 153 49 129 25 34 99 55 286 167
leaf_count=103 217 41 54 51 45 136 227 56 31 240 29 28 29 146 156 135 68 31 44 27 32 153 49 129 25 34 99 55 286 167
internal_value=0.000187414 0.00202439 0.00278125 0.00509434 -0.000182634 -8.94549e-06 0.00110247 -0.000169044 8.31225e-05 -0.00119897 -0.000727274 0.000896551 0.00189247 0.00268817 -1.55149e-05 0.000142754 -0.0016 0.000325763 -0.000224794 0.000808198 9.61915e-05 0.00258461 -0.00116902 -0.000580763 -0.00183471 0.00168142 0.00289552 -9.63865e-05 -0.00117371 -0.00232258
internal_weight=2923 481 383 105 2442 2225 272 1953 1577 376 98 57 278 175 1546 1390 124 1266 594 672 488 184 273 550 241 215 133 82 415 216
internal_count=2923 481 383 105 2442 2225 272 1953 1577 376 98 57 278 175 1546 1390 124 1266 594 672 488 184 273 550 241 215 133 82 415 216
cat_boundaries=0 30 57 58 59 71 72 93 94 95 97 98 99
cat_threshold=268435472 12 4 0 2147549184 1 0 0 0 32768 0 131076 0 1536 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 1073741824 2048 0 0 0 0 0 0 1 0 0 2048 8192 1048576 0 0 0 0 33554432 10240 0 0 0 0 0 16384 64 8 67126336 0 12 0 0 0 0 0 0 0 0 0 131076 288 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 2 4 16875776 32 1050912 134
is_linear=0
shrinkage=0.04


Tree=626
num_leaves=31
num_cat=8
split_feature=2 12 4 2 2 9 12 3 1 9 3 11 3 4 4 6 1 1 2 12 16 2 2 1 3 2 1 5 2 5
split_gain=0.636645 0.957277 0.710024 0.88254 0.529408 0.429261 0.406648 0.447154 0.445614 0.405031 0.405145 0.389076 0.672226 0.376901 0.348025 0.454004 0.297993 0.245865 0.277248 0.216573 0.216429 0.214911 0.202437 0.17703 0.164223 0.239524 0.240391 0.21212 0.151596 0.389044
threshold=45.500000000000007 0 52809240000.000008 108.50000000000001 50.500000000000007 1 2 2010.5000000000002 3.5000000000000004 3 2008.5000000000002 4 2018.5000000000002 141.00000000000003 33.000000000000007 5 3.5000000000000004 5.5000000000000009 129.50000000000003 6 7 220.50000000000003 63.500000000000007 5.5000000000000009 2007.5000000000002 4.5000000000000009 5.5000000000000009 3.5000000000000004 9.5000000000000018 1.0000000180025095e-35
decision_type=10 9 8 10 10 9 9 8 10 9 10 9 8 10 10 9 10 8 10 9 1 10 10 10 10 8 10 8 8 10
left_child=5 2 3 -2 -4 23 7 -7 -9 10 16 12 -6 28 15 24 -3 18 -13 -18 -14 22 -21 -1 25 -8 27 -27 -10 -30
right_child=1 9 4 -5 11 6 14 8 13 -11 -12 17 20 -15 -16 -17 19 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=4.4720028308741993e-05 8.4363284180746706e-06 -1.8849812985806549e-05 6.0294222093729084e-05 5.0102643788820501e-05 -9.8032079494793858e-05 -1.5048561411537185e-05 9.810806625558052e-05 -3.9321834120185017e-05 2.0557897199694736e-05 -3.347350837520235e-05 3.9285984475185266e-05 -0.00014638527895727014 0.0005363714274045756 1.5609459833919107e-05 -2.4703368081228119e-05 -4.9619911668678696e-06 -1.2079839165981264e-05 -0.00033591276185447724 5.2421657339484639e-06 -1.6108304953093013e-05 4.5996289722918458e-05 -4.2292782479035079e-05 0.00012894766564002105 -8.0107957227335466e-06 2.6115722937601584e-05 1.4996743420246096e-05 2.1825226852619584e-05 -0.00011423687157788088 9.5570067841144508e-05 -0.00090880427429671656
leaf_weight=91 42 55 29 27 45 45 29 61 111 115 31 29 40 27 277 1124 101 29 43 41 47 31 99 25 29 55 26 53 173 26
leaf_count=91 42 55 29 27 45 45 29 61 111 115 31 29 40 27 277 1124 101 29 43 41 47 31 99 25 29 55 26 53 173 26
internal_value=0.000113628 0.00107329 0.00267836 0.00634286 0.00179468 -0.00024524 -0.000383 0.000678413 0.00112281 -0.000107439 0.000563685 0.0011453 0.00246154 0.00169231 -0.000680799 -0.000413061 0.000158536 -0.000750001 0.000438355 0.000703296 0.00468182 0.00151648 0.0022695 0.00201575 0.0013399 0.000902438 0.000177777 -0.000660551 0.00128617 0.000619999
internal_weight=2956 804 331 69 262 2152 2036 443 398 473 358 233 132 337 1593 1316 327 101 72 272 87 171 140 116 192 163 134 108 310 199
internal_count=2956 804 331 69 262 2152 2036 443 398 473 358 233 132 337 1593 1316 327 101 72 272 87 171 140 116 192 163 134 108 310 199
cat_boundaries=0 1 3 4 6 7 8 9 10
cat_threshold=141378 131073 128 68231168 0 26624 36 256 84983808 2
is_linear=0
shrinkage=0.04


Tree=627
num_leaves=31
num_cat=15
split_feature=8 12 7 8 4 12 17 0 4 9 4 12 4 0 7 6 0 17 4 12 7 0 12 0 0 0 7 0 0 0
split_gain=1.32352 0.636117 0.512162 0.460845 0.48097 0.449306 0.600316 0.533573 0.378547 0.374664 0.358849 0.341118 0.438915 0.318319 0.33949 0.475092 0.440367 0.323713 0.328357 0.393859 0.254593 0.254139 0.224458 0.152621 0.257046 0.128679 0.126148 0.163388 0.130178 0.108596
threshold=0 1 2 3 180.50000000000003 4 5 44.07500000000001 5544455000.000001 6 1868495000.0000002 7 1188.0000000000002 9.5000000000000018 8 9 36.400000000000006 10 481.00000000000006 11 12 44.07500000000001 13 39.07500000000001 32.500000000000007 40.250000000000007 14 16.750000000000004 39.07500000000001 35.850000000000009
decision_type=9 9 9 9 8 9 9 10 8 9 8 9 8 8 9 9 10 9 10 9 9 10 9 10 10 10 9 10 10 10
left_child=1 8 11 -4 -5 6 -6 9 -1 22 -3 -2 -13 -7 -15 16 -16 -18 19 -19 -14 -17 -8 24 -12 -21 27 -24 -29 -22
right_child=2 10 3 4 5 13 7 -9 -10 -11 23 12 20 14 15 21 17 18 -20 25 29 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=2.6781717530102608e-05 -2.7735478623293028e-05 -7.5955847498031035e-06 -1.604430902322011e-05 1.0568504088443745e-05 7.3346463193319148e-05 0.00013152204714937481 1.5642428065471182e-05 5.1893537485778662e-05 -0.00013862960630593092 1.2307024298367179e-05 0.00016620907502597651 4.7405739919652449e-05 -8.5689172455620814e-05 4.7916244297871066e-06 -0.0010617589282856867 -2.1701814363970872e-05 -3.2855860049414691e-05 3.3703257520805738e-05 5.75337851969949e-05 -2.2398992521659449e-05 -4.4129375360493478e-05 1.5685952197470981e-06 -1.7692510063238983e-05 7.382984048360314e-05 -7.7494694333759378e-07 -5.0416389110017285e-05 -1.7113119536555554e-05 1.1606358865170231e-05 -7.5720705087201839e-06 4.1664604586053814e-06
leaf_weight=25 212 34 111 49 115 32 124 47 86 124 36 29 112 226 61 272 113 145 25 62 61 31 82 167 39 42 298 32 40 128
leaf_count=25 212 34 111 49 115 32 124 47 86 124 36 29 112 226 61 272 113 145 25 62 61 31 82 167 39 42 298 32 40 128
internal_value=9.45617e-05 0.00224121 -0.000236843 5.68061e-05 0.000207146 0.0001047 0.000769759 0.000332453 -0.000360657 5.70604e-05 0.00326132 -0.00131646 -0.000469209 -0.000466668 -0.000601228 -0.00100263 -0.000156864 0.000340205 0.00106667 0.000655999 -0.000940398 -0.00220382 -0.000381602 0.00391769 0.00236842 -0.00118261 -0.000794817 0.000145454 0.00153425 1.99991e-05
internal_weight=2960 387 2573 2031 1920 1871 862 747 111 700 276 542 330 1009 977 751 448 387 274 249 301 303 576 242 75 104 452 154 72 189
internal_count=2960 387 2573 2031 1920 1871 862 747 111 700 276 542 330 1009 977 751 448 387 274 249 301 303 576 242 75 104 452 154 72 189
cat_boundaries=0 30 31 48 72 74 75 77 79 96 97 98 100 117 118 125
cat_threshold=0 4 0 134217728 1073741824 0 0 2147483648 0 32768 0 0 0 512 268435456 0 0 0 4096 8192 0 0 0 0 0 32768 4 0 524288 4096 16991264 268566530 0 1074790400 2623488 0 0 0 268435456 67584 32 32 384 16 0 0 32 144 268435472 0 0 0 0 0 0 0 0 0 0 0 0 1048576 0 4096 0 0 0 2048 0 0 0 8 68378880 32 56 0 2196 68177184 32 0 1 67117056 0 0 0 131072 131072 0 0 0 0 0 0 0 0 1073741824 452 40 1058 2 2 0 1048576 2048 0 0 0 0 0 32 0 0 0 0 0 0 144 68288512 0 0 0 4 0 0 131072
is_linear=0
shrinkage=0.04


Tree=628
num_leaves=31
num_cat=9
split_feature=4 4 11 3 4 17 4 4 4 17 1 4 0 4 12 9 0 0 9 12 5 12 0 3 3 3 0 11 1 0
split_gain=0.516831 0.305887 0.299667 0.306755 0.259404 0.405173 0.298034 0.651777 0.446377 0.245174 0.22965 0.189936 0.415366 0.175075 0.196361 0.532244 0.411276 0.545973 0.287147 0.272593 0.197532 0.188686 0.170993 0.225227 0.479548 0.270347 0.182957 0.169542 0.218708 0.155039
threshold=313.50000000000006 1950.0000000000002 0 2001.5000000000002 9736.0000000000018 1 1642125000.0000002 21354125000.000004 208770000.00000003 2 5.5000000000000009 133.00000000000003 35.600000000000009 1104.0000000000002 3 4 15.500000000000002 40.250000000000007 5 6 1.5000000000000002 7 43.175000000000004 2007.5000000000002 2011.5000000000002 2002.5000000000002 47.750000000000007 8 5.5000000000000009 30.500000000000004
decision_type=8 10 9 8 10 9 10 10 10 9 8 10 10 8 9 9 8 10 9 9 8 9 10 10 10 10 10 9 8 10
left_child=11 2 -2 -4 -3 6 8 -8 -6 10 -5 12 -1 -11 15 20 -17 19 -16 29 -15 -20 23 25 -25 27 -24 -23 -29 -18
right_child=1 4 3 9 5 -7 7 -9 -10 13 -12 -13 -14 14 18 16 17 -19 21 -21 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=8.1577495244703721e-05 2.3261844470816022e-05 0.00012992584275392153 1.6827589826645157e-05 -1.9308808944842328e-05 4.6907694516081301e-06 -2.3821093417549066e-06 3.2733561475750381e-05 -1.5241130519136912e-06 -0.00052397464893489299 -7.8777409433634818e-05 4.6665655530276831e-05 7.5002589886993137e-06 -8.7172176694693932e-06 -1.5766639711679363e-06 -6.3204710527586637e-05 1.7783412207495265e-05 0.00038805285263087612 0.00018288561859798662 -2.0195161111505304e-05 -4.1135254296930517e-05 2.2256013646260972e-05 2.6145903091725307e-06 -0.00042165433433547373 2.2987115085341022e-05 -1.205493731034756e-06 -0.00011935722934652886 -7.7074622529680801e-06 -4.1447756762756238e-05 2.4059767743229587e-05 -1.0983929686283437e-05
leaf_weight=26 112 53 161 116 27 120 50 29 27 66 106 47 44 25 343 185 39 38 167 311 94 192 39 27 79 32 41 170 82 79
leaf_count=26 112 53 161 116 27 120 50 29 27 66 106 47 44 25 343 185 39 38 167 311 94 192 39 27 79 32 41 170 82 79
internal_value=-0.000118853 -0.000227678 -0.000373654 -0.000469414 0.000964168 0.000425196 0.00186111 0.00355 -0.00029091 -0.000593191 0.00065236 0.00247458 0.00112676 -0.000730694 -0.00066461 -0.000158569 -0.000615386 -0.00125641 -0.000987321 -0.00166512 0.00218461 -0.000566668 -0.000249629 -1.37231e-05 0.00164486 -0.000385745 -0.00197531 -0.000125844 -0.000790875 6.20146e-05
internal_weight=2927 2810 2504 2392 306 253 133 79 54 2231 222 117 70 2009 1943 771 652 467 1172 429 119 829 662 582 106 476 80 444 252 118
internal_count=2927 2810 2504 2392 306 253 133 79 54 2231 222 117 70 2009 1943 771 652 467 1172 429 119 829 662 582 106 476 80 444 252 118
cat_boundaries=0 2 3 4 6 8 10 11 12 14
cat_threshold=32768 1114112 38 49 68291872 32 0 20496 1 20500 68158464 24576 4 1024
is_linear=0
shrinkage=0.04


Tree=629
num_leaves=31
num_cat=11
split_feature=7 12 5 8 0 12 7 2 12 2 2 2 12 2 0 11 2 2 2 2 0 18 4 2 0 2 2 15 0 12
split_gain=1.69639 0.717605 0.833556 0.638153 0.648507 0.56487 0.53745 0.59811 0.50082 0.809264 0.417745 0.361898 0.335661 0.76007 0.382984 0.347347 0.313216 0.372779 0.387542 0.297805 0.266019 0.871271 0.316472 0.265183 0.352293 0.326714 0.254679 0.253168 0.235823 0.286876
threshold=0 1 4.5000000000000009 2 43.175000000000004 3 4 44.500000000000007 5 50.500000000000007 27.500000000000004 65.500000000000014 6 3.5000000000000004 39.07500000000001 7 63.500000000000007 86.500000000000014 78.500000000000014 155.00000000000003 42.710000000000008 8 680725000.00000012 104.50000000000001 35.600000000000009 231.50000000000003 5.5000000000000009 9 15.500000000000002 10
decision_type=9 9 8 9 10 9 9 8 9 8 10 8 9 10 10 9 10 10 10 10 10 9 10 10 10 10 10 9 10 9
left_child=1 26 -3 4 5 10 28 12 9 -9 -2 -11 27 14 -14 -15 -10 18 -18 -13 21 -4 -22 -19 -25 -26 -1 -8 -5 -30
right_child=3 2 20 6 -6 -7 7 8 16 11 -12 19 13 15 -16 -17 17 23 -20 -21 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00011225269235552718 8.0410954005762406e-05 7.1384855710887192e-05 -2.5901511635737508e-05 1.7483753054539272e-07 -0.00017261657449951044 6.2138895476654767e-06 -7.592100321551019e-06 6.5427368435406108e-05 -9.3548540554929028e-06 -0.00057903530071823502 9.8972924096659254e-06 4.8238542592290239e-05 0.00036094073017159395 -8.6744305822792622e-06 6.8695814528149361e-05 4.7510702881875584e-06 4.4442831101196441e-06 -1.5485250767355298e-05 7.7492437160223531e-05 -1.187409461747641e-06 0.00012529317326539038 3.561603506093316e-05 0.00026343247954438415 0.0002062421937960801 1.0930625569827658e-05 -5.651853254731008e-05 5.7997455924331921e-06 -2.7879482231132561e-05 -4.7755431447179113e-06 -4.0473562179379827e-05
leaf_weight=32 76 33 28 61 53 162 443 28 199 30 32 154 51 173 32 229 48 40 29 64 35 88 28 27 39 41 96 253 159 181
leaf_count=32 76 33 28 61 53 162 443 28 199 30 32 154 51 173 32 229 48 40 29 64 35 88 28 27 39 41 96 253 159 181
internal_value=0.000239048 0.002849 0.00426906 -0.000113194 0.00152096 0.00236162 -0.000350786 -6.34594e-05 0.000862856 0.00214634 0.00443697 0.00147791 -0.000612522 0.000201612 0.00366667 -0.00051613 -2.76507e-05 0.000995555 0.00323077 0.00204566 0.00335555 0.00218803 0.0054375 -0.00018919 0.000851851 -0.000493828 0.000345323 -0.00116549 -0.0016602 -0.00211144
internal_weight=2944 340 212 2604 323 270 2281 1880 699 276 108 248 1181 485 83 402 423 224 77 218 179 116 63 147 107 80 128 696 401 340
internal_count=2944 340 212 2604 323 270 2281 1880 699 276 108 248 1181 485 83 402 423 224 77 218 179 116 63 147 107 80 128 696 401 340
cat_boundaries=0 18 20 49 50 67 69 71 72 73 74 75
cat_threshold=16385 268435457 33562624 8192 65568 0 0 536879104 33554432 268443664 40960 0 0 0 0 0 1073741952 128 17991680 32 268435456 12 0 0 2147549184 1 262144 0 0 32768 0 2048 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 524288 32770 0 0 1074790400 2099712 0 0 0 268435456 67584 134217760 0 256 128 268435456 0 0 4096 16779584 34 16951362 32 16388 4 69206016 68198402
is_linear=0
shrinkage=0.04


Tree=630
num_leaves=31
num_cat=9
split_feature=7 8 2 10 2 2 12 1 12 12 3 2 2 1 2 2 6 9 12 2 3 1 2 2 2 2 2 5 2 2
split_gain=1.28171 0.781498 0.79211 0.788131 0.862002 0.980851 0.678724 0.854822 0.528848 0.450498 0.443248 0.441255 0.4402 0.421731 0.37223 0.362392 0.326605 0.280786 0.303476 0.389045 0.35451 0.323322 0.266051 0.546933 0.256114 0.249329 0.289105 0.460163 0.234628 0.216326
threshold=0 1 352.00000000000006 2 20.500000000000004 8.5000000000000018 3 5.5000000000000009 4 5 2020.5000000000002 14.500000000000002 3.5000000000000004 1.5000000000000002 4.5000000000000009 84.500000000000014 6 7 8 37.500000000000007 2019.5000000000002 5.5000000000000009 119.00000000000001 199.50000000000003 17.500000000000004 7.5000000000000009 24.500000000000004 1.0000000180025095e-35 37.500000000000007 28.500000000000004
decision_type=9 9 8 9 8 10 9 8 9 9 8 10 8 10 10 10 9 9 9 8 8 10 10 10 10 10 10 10 10 10
left_child=8 2 6 9 5 -5 7 14 -1 -3 -8 -9 -10 -4 -2 16 17 18 21 20 -20 -11 -17 -24 -22 -12 -27 -28 -6 -26
right_child=1 3 13 4 28 -7 10 11 12 15 25 -13 -14 -15 -16 22 -18 -19 19 -21 24 -23 23 -25 29 26 27 -29 -30 -31
leaf_value=-6.9874781063457647e-05 1.3438576978076471e-05 -1.5210537287481279e-05 0.00013067929073553561 3.1164632405084024e-05 -0.00031758157260854787 7.1338088858662128e-05 -0.00022788842134905594 1.8113621511263317e-05 2.336422251919601e-05 -0.00014045721564628455 4.640262595098097e-05 0.00014970965720054844 -3.2449151192048756e-06 0.00013183689559243371 -9.3221186449023844e-06 3.6942216563768586e-05 -1.694828312154985e-05 4.0046507527004265e-05 -1.0000103883179464e-05 7.3404286186363606e-05 0.00017729271101020412 3.5734957231410748e-05 -3.0750586673833769e-05 9.7802355099929631e-07 -0.0012229054227237642 1.6245036247466672e-05 4.0561661761538478e-05 -8.1440221312826466e-06 5.8944444169741286e-06 2.459955364633947e-06
leaf_weight=217 26 194 30 28 52 29 37 30 35 204 40 25 392 36 204 63 369 218 33 133 128 46 37 47 45 68 59 27 32 30
leaf_count=217 26 194 30 28 52 29 37 30 35 204 40 25 392 36 204 63 369 218 33 133 128 46 37 47 45 68 59 27 32 30
internal_value=0.00037873 0.000824199 0.00207757 0.0003814 0.00313158 0.00710345 0.00157834 0.000202702 -0.00118473 0.000110397 0.00312397 0.00464286 -0.0003379 0.00620895 -0.000865802 0.000372433 0.000145815 0.000580188 0.000133332 0.000852631 -0.000101267 -0.000919541 0.00224324 0.00075294 0.000529411 0.00402051 0.00325161 0.00478161 0.00075294 -0.00131579
internal_weight=2914 2270 582 1688 141 57 516 285 644 1547 231 55 427 66 230 1353 1206 837 619 369 236 250 147 84 203 194 154 86 84 75
internal_count=2914 2270 582 1688 141 57 516 285 644 1547 231 55 427 66 230 1353 1206 837 619 369 236 250 147 84 203 194 154 86 84 75
cat_boundaries=0 18 48 49 51 53 54 55 57 59
cat_threshold=268435456 268435456 1141899264 788996 524288 66 0 268435456 67584 48 0 0 268435472 268435456 0 0 16 256 1073741824 2056 4 134217728 0 0 262144 0 0 0 0 133124 0 512 0 0 0 0 4096 0 256 0 4194304 0 0 49152 4 0 524288 4096 272 1220642 2 17828896 34 1049856 154 1 22544 163936 32
is_linear=0
shrinkage=0.04


Tree=631
num_leaves=31
num_cat=12
split_feature=7 7 8 2 6 4 9 2 4 11 3 1 4 8 11 4 1 15 2 2 8 4 5 2 9 2 3 6 5 2
split_gain=1.34789 0.796017 0.718427 0.55344 0.573378 0.498354 0.442511 0.432936 0.355532 0.424012 0.424581 0.379386 0.498136 0.3549 0.351226 0.576008 0.512677 0.347074 0.343732 0.519633 0.357385 0.331757 0.297889 0.278191 0.315381 0.357631 0.262853 0.283929 0.239826 0.281403
threshold=0 1 2 321.00000000000006 3 925740000.00000012 4 3.5000000000000004 260.00000000000006 5 2020.5000000000002 4.5000000000000009 2867949500.0000005 6 7 6050.0000000000009 5.5000000000000009 8 74.500000000000014 86.500000000000014 9 20282.500000000004 2.5000000000000004 100.50000000000001 10 2.5000000000000004 2012.5000000000002 11 5.5000000000000009 12.500000000000002
decision_type=9 9 9 10 9 10 9 10 8 9 10 10 8 9 9 8 10 9 8 10 9 8 8 10 9 10 10 9 8 8
left_child=3 -2 14 4 5 7 -4 -1 -8 10 13 12 -11 22 17 -16 18 -3 20 -20 -17 -15 -10 24 26 -26 27 -23 -6 -30
right_child=1 2 6 -5 28 -7 8 -9 9 11 -12 -13 -14 21 15 16 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00011248221913572312 -2.5570601484905469e-05 6.2317349173131958e-06 -1.0322176835549247e-05 6.1437889062663457e-05 2.6350249625976096e-05 2.6710344242264918e-06 1.2650329920514793e-05 6.9257898841533732e-05 2.5525701375533009e-06 3.2449414097210054e-05 0.00016679880477135989 -5.3707744290661553e-05 -7.3638709002210593e-06 -0.00027979430827148986 -0.0017449157353464737 -8.7998136448702821e-05 3.6907320207736022e-05 -1.5082411684680748e-05 0.00017315580849983894 5.4740773162247154e-06 2.0445038599634246e-05 -0.00018048959583060617 -6.255264362027156e-05 5.1135597401787243e-05 -0.00065062882746648204 1.3604251903623619e-05 -0.002005171147377964 2.8756818158788294e-05 2.8121967976885879e-05 -5.3862865654607804e-05
leaf_weight=26 253 291 136 35 38 29 44 47 76 32 32 339 151 55 26 113 42 145 29 51 145 103 96 40 30 233 32 120 43 106
leaf_count=26 253 291 136 35 38 29 44 47 76 32 32 339 151 55 26 113 42 145 29 51 145 103 96 40 30 233 32 120 43 106
internal_value=7.07714e-05 -0.000234668 -1.68729e-06 0.0024597 0.00194483 0.00417699 -0.000520262 0.00632432 -0.000295553 -0.000414926 0.000159419 -0.00129081 0.000152173 -2.54462e-05 0.000928487 0.00176499 0.00220472 0.000125279 0.00167552 0.00395062 0.000957528 0.000429486 -0.00157377 0.000729874 0.000477841 0.00141606 -0.000526317 -5.35724e-05 0.000464646 -0.000240001
internal_weight=2938 2614 2361 324 289 102 1519 73 1383 1339 817 522 183 785 842 406 380 436 338 80 258 613 172 558 518 263 255 223 187 149
internal_count=2938 2614 2361 324 289 102 1519 73 1383 1339 817 522 183 785 842 406 380 436 338 80 258 613 172 558 518 263 255 223 187 149
cat_boundaries=0 18 36 65 66 68 70 97 99 100 124 126 127
cat_threshold=1 268435584 8192 0 65538 134217728 0 536879104 33554432 134217728 32768 8192 128 268435456 0 0 0 128 0 0 1140850688 264192 0 2048 0 268435456 0 0 0 320 16 0 0 32 4096 512 268435456 4 0 0 0 0 0 2147483648 0 32768 0 0 8192 512 0 0 0 0 4096 2048 384 0 16777216 8 0 0 4 0 524288 132 1 144 32772 1536 0 0 0 0 0 1 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 64 32 2147483648 69206016 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 16777216 8 1073741824 2048 392
is_linear=0
shrinkage=0.04


Tree=632
num_leaves=31
num_cat=10
split_feature=7 8 8 17 9 0 12 2 12 2 0 9 2 15 3 3 0 0 2 3 2 3 13 2 0 2 2 2 2 3
split_gain=1.22679 0.960454 0.44805 0.632867 0.635906 0.801926 0.845221 0.550433 0.480909 0.461937 0.440792 0.403133 0.450112 0.40253 0.390894 0.345533 0.495233 0.290952 0.323259 0.311283 0.273993 0.28134 0.406834 0.478453 0.476674 0.46316 0.439957 0.243316 0.670937 0.211518
threshold=0 1 2 3 4 40.250000000000007 5 28.500000000000004 6 48.500000000000007 23.500000000000004 7 8.5000000000000018 8 1958.5000000000002 2013.5000000000002 35.850000000000009 20.500000000000004 65.500000000000014 2004.5000000000002 595.00000000000011 2011.5000000000002 9 48.500000000000007 39.07500000000001 15.500000000000002 63.500000000000007 23.500000000000004 15.500000000000002 2010.5000000000002
decision_type=9 9 9 9 9 10 9 10 9 8 10 9 8 9 10 8 10 8 8 8 8 8 9 10 10 10 10 10 10 8
left_child=11 20 29 14 5 6 7 15 13 -7 -9 -1 -13 -6 27 -5 -17 18 -8 -19 21 -2 24 25 -23 -24 -26 28 -4 -3
right_child=1 2 3 4 8 9 17 10 -10 -11 -12 12 -14 -15 -16 16 -18 19 -20 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-7.3529152869062034e-05 -9.5491589517495933e-05 8.0885970421362749e-06 8.7705294799976654e-05 -0.00012266153961638129 3.753782625391015e-05 5.8479784930511261e-05 -1.6684776373019376e-05 3.7923491490454573e-05 -7.4208099836728543e-05 0.00050575825964970758 9.2641370253136875e-05 2.5403964063862267e-05 -1.7083235019104301e-05 -6.7041818995297012e-06 -0.00016586193981244797 -2.4065350502204189e-05 2.9003493608343727e-05 1.8214975708544139e-06 5.9602317714989947e-05 -0.00011807245529940148 0.00021003340362864712 -0.00092681848548196045 1.7704792387286386e-05 9.4597569975904663e-07 -2.1978488123579764e-06 9.8214908581423319e-05 0.00018884693110678635 0.0002397581458869088 -0.0037263091947819104 -4.5236948496809423e-06
leaf_weight=126 50 28 108 26 130 46 196 65 182 28 100 92 493 100 32 76 91 33 58 252 37 29 88 40 75 45 27 25 30 202
leaf_count=126 50 28 108 26 130 46 196 65 182 28 100 92 493 100 32 76 91 33 58 252 37 29 88 40 75 45 27 25 30 202
internal_value=4.1222e-05 0.000508596 0.000114348 0.000357457 4.87795e-05 0.000606924 0.000280623 0.0017561 -0.00124823 0.00458667 0.00349397 -0.00139058 -0.000906041 -9.10146e-10 0.00242718 0.000350515 0.00102381 -0.000720001 0.000250979 -0.00160839 0.00227861 0.0019831 0.00243934 0.00363043 0.00053521 0.00498507 0.00186408 0.00334146 0.00264748 -0.00149378
internal_weight=2910 2199 1808 1578 1383 971 897 358 412 74 165 711 585 230 195 193 167 539 254 285 391 354 304 173 131 133 102 163 138 230
internal_count=2910 2199 1808 1578 1383 971 897 358 412 74 165 711 585 230 195 193 167 539 254 285 391 354 304 173 131 133 102 163 138 230
cat_boundaries=0 18 45 72 73 75 77 79 81 82 83
cat_threshold=0 0 1679032320 2624004 2 0 0 805306368 33619968 32 0 0 16 268435456 0 32 4240 384 0 8 4 0 0 0 262144 2147483648 0 0 0 2052 0 512 0 0 0 0 4096 0 0 0 4194304 0 0 0 4 268435456 2048 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 4096 0 0 33554432 2048 0 0 0 8 0 49152 64 41 1073741824 10288 17891394 2 51458 34 0 4132 67108864 12
is_linear=0
shrinkage=0.04


Tree=633
num_leaves=31
num_cat=14
split_feature=7 8 12 12 12 1 3 11 4 1 6 9 12 3 3 3 4 1 4 13 6 11 12 4 4 8 3 4 3 3
split_gain=1.40754 1.31845 1.11929 0.841889 0.438679 0.590505 0.520419 0.404093 0.555049 0.36961 0.364563 0.344519 0.332967 0.277421 0.479244 0.353679 0.290399 0.297694 0.210858 0.210807 0.361617 0.256981 0.191421 0.166361 0.135408 0.13099 0.128338 0.202382 0.125854 0.352427
threshold=0 1 2 3 4 5.5000000000000009 2022.5000000000002 5 3425710000.0000005 6.5000000000000009 6 7 8 2012.5000000000002 2006.5000000000002 1998.5000000000002 425.00000000000006 4.5000000000000009 2350.0000000000005 9 10 11 12 680725000.00000012 16098220000.000002 13 2012.5000000000002 3890.0000000000005 2001.5000000000002 2009.5000000000002
decision_type=9 9 9 9 9 10 8 9 10 8 9 9 9 10 10 10 8 10 10 9 9 9 9 8 8 9 8 10 8 8
left_child=12 2 -2 7 5 -4 -6 11 10 18 -9 26 -1 14 15 16 -13 -18 19 20 21 -5 -23 -8 -25 -14 -3 -28 -22 -30
right_child=1 3 4 9 6 -7 23 8 -10 -11 -12 13 25 -15 -16 -17 17 -19 -20 -21 28 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-1.1631508780872516e-06 -9.8404792517885541e-06 3.2733518534724781e-05 5.0224398123305941e-05 -2.4715619829442691e-06 2.4865815479171542e-05 4.0987030896700372e-05 -4.7387222918022407e-06 -2.8509367818313341e-05 1.3459151987404995e-06 -2.7224421621976297e-05 5.9773319256330131e-06 0.000432477024455237 -1.3436164434411442e-05 -7.6729887167863932e-06 0.00010424072956806189 -0.00044654519381127612 -4.2432978141255732e-05 0.00010042789347418039 -8.6341878712357237e-05 5.7012432516467512e-06 -2.2141966762057717e-05 -6.0022608010658946e-06 -2.9902459268565577e-05 3.0775891470255677e-05 1.358117888046368e-05 -7.2365765570512843e-05 -3.9817476238425325e-05 1.8921001629407212e-05 4.10600398656766e-05 2.4813659906316076e-06
leaf_weight=114 113 25 93 219 52 31 30 113 25 108 168 26 165 65 27 35 32 298 45 157 34 107 150 46 130 208 88 25 31 202
leaf_count=114 113 25 93 219 52 31 30 113 25 108 168 26 165 65 27 35 32 298 45 157 34 107 150 46 130 208 88 25 31 202
internal_value=0.000199797 0.000587288 0.00241107 0.000120541 0.0034402 0.00551111 0.00226022 0.000993602 -0.000201894 -0.000650377 -0.000723405 0.00157595 -0.00174297 0.00208097 0.00250119 0.00213265 0.0025098 0.00217523 -0.000401692 -0.000266372 -0.00054642 -0.00119918 -0.00204478 0.00142995 0.0018983 -0.00232292 -0.000214766 -0.000807018 0.000618704 0.000974358
internal_weight=2962 2475 495 1980 382 124 258 927 306 1053 281 621 487 483 418 391 356 330 945 900 743 476 257 206 176 373 138 113 267 233
internal_count=2962 2475 495 1980 382 124 258 927 306 1053 281 621 487 483 418 391 356 330 945 900 743 476 257 206 176 373 138 113 267 233
cat_boundaries=0 18 45 46 48 50 51 52 54 55 56 57 59 60 83
cat_threshold=268435456 0 1140850688 262148 0 64 0 268435456 65536 32 0 2097536 128 0 0 32 0 768 0 1048588 4 134217728 0 1 0 2147483648 0 32768 0 4 8192 512 0 0 0 0 0 0 256 0 4194304 0 0 32768 4 85134336 67190786 34 8256 32 36 274 1 4240 205056 6 284 32800 1024 165120 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 256 0 20971520
is_linear=0
shrinkage=0.04


Tree=634
num_leaves=31
num_cat=10
split_feature=7 7 2 12 17 9 2 1 5 9 2 4 5 12 6 3 2 2 3 12 2 2 9 0 2 0 2 2 2 3
split_gain=2.38648 0.836617 0.835227 0.611075 0.6382 0.587229 0.56925 0.562346 0.464238 0.518392 0.442805 0.674139 0.42332 0.388486 0.509249 0.38062 0.392092 0.360171 0.386489 0.35552 0.352498 0.336238 0.330206 0.510026 0.739637 0.355179 0.283706 0.418004 0.246955 0.226712
threshold=0 1 18.500000000000004 2 3 4 8.5000000000000018 5.5000000000000009 2.5000000000000004 5 11.500000000000002 3990640000.0000005 3.5000000000000004 6 7 2009.5000000000002 44.500000000000007 4.5000000000000009 2007.5000000000002 8 59.500000000000007 73.500000000000014 9 38.20000000000001 3.5000000000000004 42.710000000000008 78.500000000000014 49.500000000000007 6.5000000000000009 1975.5000000000002
decision_type=9 9 8 9 9 9 10 8 10 9 10 8 8 9 9 8 10 10 8 9 8 10 9 10 10 10 10 10 8 10
left_child=5 2 6 8 -5 19 -2 -8 9 13 28 -12 -4 14 -3 16 -6 -15 -19 -1 -16 -18 23 -17 -25 -24 27 -20 -11 -21
right_child=1 3 12 4 15 -7 7 -9 -10 10 11 -13 -14 17 20 22 21 18 26 29 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=1.4301015970723883e-06 1.5277677311280937e-05 -0.00010738543645401631 6.4227526625979201e-05 -0.00016554404991242386 0.0061231150984142439 -0.00012836620985054559 2.3448018400169395e-05 8.2797215716974692e-05 -0.0010933407953911765 4.2980337089793921e-06 3.1293994497677006e-05 -7.9040109298017084e-06 5.3203974088296534e-06 -4.7076562435418173e-05 -1.6379274275628095e-05 6.8381827288342142e-05 -0.00011710643009854181 -0.00011275669736880607 4.7010887619359509e-05 -2.247245982730824e-05 6.5082669292116315e-05 6.5130112957737383e-05 -3.2365671085501392e-06 8.6396897157465374e-05 -7.9090664251175931e-05 8.8216180403189251e-05 4.285214232113194e-05 -0.0017441340485798583 0.00029663908383628179 -0.00022126043975892741
leaf_weight=231 65 107 28 133 25 250 33 29 25 41 30 71 183 64 86 25 26 33 167 437 30 37 436 28 60 63 34 25 62 76
leaf_count=231 65 107 28 133 25 250 33 29 25 41 30 71 183 64 86 25 26 33 167 437 30 37 436 28 60 63 34 25 62 76
internal_value=0.00017681 0.000989268 0.00277364 0.000597899 -0.000156399 -0.00140896 0.00540625 0.00812698 0.00139949 0.00159787 0.00327442 0.00152941 0.00130189 0.000890484 -0.000393163 0.000337552 0.00278652 0.00176048 0.00247692 -0.000815895 0.00138583 0.0010625 -1.30515e-05 0.00183871 0.000539325 -0.000462746 0.00306608 0.00244559 0.00526923 -0.00139695
internal_weight=2940 1946 338 1608 833 994 127 62 775 750 204 101 211 546 223 700 88 323 259 744 116 63 612 113 88 499 226 192 103 513
internal_count=2940 1946 338 1608 833 994 127 62 775 750 204 101 211 546 223 700 88 323 259 744 116 63 612 113 88 499 226 192 103 513
cat_boundaries=0 18 35 37 38 40 42 43 44 46 48
cat_threshold=2 48 1679032320 526852 0 64 0 268566528 33622016 8192 32 2097280 268435456 268435456 0 0 128 896 268435457 268435457 33562624 0 65538 134217728 33554432 8192 0 402653216 0 0 128 0 0 0 1073745920 68272192 34 8 129 18464 0 18452 67207168 388 40994 2 0 24592
is_linear=0
shrinkage=0.04


Tree=635
num_leaves=31
num_cat=13
split_feature=8 9 7 0 12 2 0 4 8 7 12 9 11 2 4 2 12 8 2 2 2 7 0 9 5 2 2 2 5 2
split_gain=1.5692 0.773168 0.760383 0.692375 0.59618 1.09656 0.559094 0.414755 0.349129 0.345515 0.345224 0.566777 0.445173 0.543915 0.39073 0.322677 0.335863 0.415335 0.31947 0.310274 0.290136 0.280107 0.271101 0.314089 0.426188 0.414506 0.343193 0.231725 0.329914 0.231363
threshold=0 1 2 44.07500000000001 3 45.500000000000007 50.425000000000004 4350.0000000000009 4 5 6 7 8 79.500000000000014 120418.00000000001 4128.5000000000009 9 10 26.500000000000004 3.5000000000000004 13.500000000000002 11 10.500000000000002 12 3.5000000000000004 9.5000000000000018 20.500000000000004 20.500000000000004 2.5000000000000004 1.5000000000000002
decision_type=9 9 9 10 9 10 8 10 9 9 9 9 9 10 8 8 9 9 10 10 10 9 10 9 8 10 10 8 8 10
left_child=1 4 9 7 -1 -6 8 27 -4 18 12 -12 13 20 -14 16 22 -18 -2 29 -10 -19 -11 25 -25 -24 -27 28 -3 -13
right_child=2 3 6 -5 5 -7 -8 -9 10 15 11 19 14 -15 -16 -17 17 21 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-9.4204275819000246e-06 2.8440894730506843e-05 3.176211145906464e-06 -0.0002199881734173102 0.00022823778191060165 1.8438389474967477e-05 7.2214315294838235e-05 6.6477267679988547e-05 -4.9469991514292147e-06 1.3564953260987234e-05 -0.00020931732138902747 2.6802335288171835e-05 -1.1279783030460066e-06 5.1646669700809248e-06 6.3219054565559067e-05 -3.7686200936326305e-05 7.299217670619126e-05 6.2526499973883655e-06 -3.3823079540399601e-06 -1.5103254808748158e-05 -1.6268574952237398e-05 -4.3211987859759085e-05 -0.00011423450599136856 3.1368838995773729e-05 1.3046895132534652e-05 -1.2603382557585812e-05 -2.7474261712129444e-05 7.2841288235813272e-05 3.1749311312545957e-05 1.7480460604646633e-05 9.0759362478716398e-05
leaf_weight=130 70 28 111 26 128 28 48 25 156 29 166 71 25 32 308 61 288 113 47 359 133 132 29 30 97 45 137 27 33 29
leaf_count=130 70 28 111 26 128 28 48 25 156 29 166 71 25 32 308 61 288 113 47 359 133 132 29 30 97 45 137 27 33 29
internal_value=0.000216179 0.00243119 -0.000167789 0.00482667 0.00113131 0.00273054 -0.000767427 0.00375439 -0.000920202 0.000631771 -0.000710078 -3.14475e-05 -0.00134737 -0.000253013 -0.00236047 0.000366254 0.00017758 -0.000463236 0.00259375 -0.000757448 -0.000813794 -0.00164063 0.00108995 0.00143953 -0.000202899 0.00232432 0.00170492 0.00503371 0.0063871 0.00118812
internal_weight=2941 425 2516 139 286 156 1438 113 1390 1078 1279 625 654 321 333 961 900 533 117 459 289 245 367 338 127 211 182 88 61 100
internal_count=2941 425 2516 139 286 156 1438 113 1390 1078 1279 625 654 321 333 961 900 533 117 459 289 245 367 338 127 211 182 88 61 100
cat_boundaries=0 27 29 46 47 74 90 92 94 95 97 127 144 146
cat_threshold=0 0 4 134217728 1073741824 1 0 0 0 32768 0 2052 10240 512 0 0 0 0 0 2048 0 0 0 8 0 32768 4 0 10276 268435456 161 8192 2097664 0 134217792 131072 537010176 67584 8224 8224 192 0 0 0 32 16 196642 0 4 0 0 65536 0 0 0 1 0 0 0 0 1048576 0 0 0 0 4096 0 128 0 0 0 0 0 64 0 1 8192 0 0 64 0 8192 0 32 8192 0 0 0 0 32 1051714 34 1073741824 12420 4 1187938 2 0 8 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 0 4096 0 0 0 0 0 0 131072 131072 0 0 0 0 0 0 0 0 16 0 2048
is_linear=0
shrinkage=0.04


Tree=636
num_leaves=31
num_cat=13
split_feature=7 7 12 6 12 9 3 12 3 11 0 0 12 3 6 0 0 13 3 17 3 5 0 3 0 12 1 5 5 1
split_gain=1.7043 0.717883 0.687159 0.427117 0.437501 0.432021 0.866336 0.411319 0.288379 0.329227 0.708845 0.404257 0.291073 0.283129 0.252156 0.246455 0.427278 0.206923 0.351344 0.301899 0.426717 0.206512 0.211049 0.231141 0.193444 0.173637 0.295005 0.169716 0.15262 0.152093
threshold=0 1 2 3 4 5 2004.5000000000002 6 2002.5000000000002 7 40.250000000000007 14.500000000000002 8 2002.5000000000002 9 39.07500000000001 18.500000000000004 10 2015.5000000000002 11 2004.5000000000002 1.5000000000000002 44.07500000000001 2013.5000000000002 9.5000000000000018 12 5.5000000000000009 2.5000000000000004 1.5000000000000002 5.5000000000000009
decision_type=9 9 9 9 9 9 10 9 8 9 10 10 9 10 9 10 10 9 10 9 8 8 10 8 8 9 8 8 8 10
left_child=2 25 -1 -3 -5 7 14 17 -9 11 12 -10 -11 28 -7 16 -13 18 21 -19 -21 -6 23 -23 -22 26 -2 -16 -4 -14
right_child=1 3 13 4 5 6 -8 8 9 10 -12 15 29 -15 27 -17 -18 19 -20 20 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.6983084052932421e-08 1.9542036378727406e-06 -1.4308881887811344e-05 3.0515183608873553e-05 -0.00021297263064636433 -0.00016302940980085856 6.2059481018634019e-05 3.5113588737564106e-05 0.0012736482816799316 -0.00028971448234587624 2.3921000856286811e-06 4.8378976855925526e-05 6.796140211961298e-05 -8.0182397220107852e-05 5.4901906920728856e-06 1.744474988196709e-05 1.9794676178577334e-05 -0.00025484093346459706 1.5461150221990925e-06 -0.00015019935572518756 2.4669305324410974e-05 1.4577174537393954e-05 -7.0616196990225675e-05 7.1417344421016756e-05 4.3264516802658147e-05 -2.0624729362406498e-05 -9.7287469068591469e-05 -3.0951981760595131e-05 -2.2755597078007544e-07 5.0470173918708546e-05 3.0803170112347334e-05
leaf_weight=143 105 224 32 109 25 125 58 26 45 123 97 108 129 66 56 36 35 110 25 26 29 47 27 130 379 251 30 119 200 26
leaf_count=143 105 224 32 109 25 125 58 26 45 123 97 108 129 66 56 36 35 110 25 26 29 47 27 130 379 251 30 119 200 26
internal_value=0.000297756 -0.00011151 0.00255752 0.000180705 0.000378747 0.000533481 0.0017561 0.000214783 0.000974842 0.000806666 5.18125e-05 0.00197447 -0.000974911 0.00365048 0.000930232 0.00291111 0.00213889 -0.000385662 0.000543395 -0.000821623 -0.00129438 0.00106087 0.00148293 0.000966291 -0.00164303 -0.00167255 -0.00041096 -0.000107528 0.00442918 -0.00204819
internal_weight=2941 2500 441 2114 1890 1781 358 1423 625 599 375 224 278 298 300 179 143 798 254 544 434 229 204 177 408 386 135 175 232 155
internal_count=2941 2500 441 2114 1890 1781 358 1423 625 599 375 224 278 298 300 179 143 798 254 544 434 229 204 177 408 386 135 175 232 155
cat_boundaries=0 18 36 37 38 39 41 43 44 45 46 47 48 50
cat_threshold=268566530 128 33562624 8192 0 0 0 536879104 2048 402661376 8192 128 128 0 0 32 1073741824 128 0 16 1611661312 512 0 2 0 268435456 65536 0 0 2097472 0 0 0 0 4112 256 1215776 4 1049600 1 14372 196898 32 49184 16785472 136 4 9 174080 32
is_linear=0
shrinkage=0.04


Tree=637
num_leaves=31
num_cat=9
split_feature=8 4 0 7 8 9 2 8 2 2 5 0 2 7 9 2 6 4 2 2 2 0 2 0 2 5 2 2 11 0
split_gain=1.38116 0.786733 0.567486 0.543527 0.468787 0.639699 0.495314 0.45209 0.497624 0.378163 0.336829 0.431392 0.806127 0.264949 0.380349 0.352503 0.343248 0.459315 0.317635 0.26137 0.416379 0.256731 0.235635 0.229584 0.247696 0.297125 0.20269 0.202656 0.196692 0.250923
threshold=0 45.000000000000007 16.750000000000004 1 2 3 4.5000000000000009 4 535.00000000000011 2.5000000000000004 1.5000000000000002 38.57500000000001 49.500000000000007 5 6 6.5000000000000009 7 6789.5000000000009 99.000000000000014 37.500000000000007 41.500000000000007 31.500000000000004 15.500000000000002 39.07500000000001 45.500000000000007 1.5000000000000002 23.500000000000004 6.5000000000000009 8 35.600000000000009
decision_type=9 8 10 9 9 9 10 9 8 10 10 10 10 9 9 10 9 10 10 10 10 10 10 10 10 8 10 8 9 8
left_child=2 -2 -1 -3 21 9 28 8 23 -6 11 22 27 19 15 -15 17 -17 -18 26 -21 -5 -9 -4 25 -25 -8 -13 -7 -30
right_child=1 3 7 4 5 6 13 10 -10 -11 -12 12 -14 14 -16 16 18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00011192051888573824 6.9630856501789315e-05 -2.4313292815507788e-05 -0.00051293598576931845 -3.5265237590735563e-06 4.4065066450959656e-05 -5.91067709904312e-06 7.9959531340989542e-07 1.2288247314737432e-05 8.8627447354529997e-05 1.0407382662518362e-05 -6.3139990768022804e-06 5.4694399192183366e-05 0.00051144744929471314 8.0247251429550038e-06 -9.2713397721231496e-06 -1.7126583161502244e-05 7.3693905291850343e-06 3.4180128171651144e-05 0.00010949427383061365 0.00061488435868429039 3.1375187308346727e-05 -8.0264989899766326e-05 -1.9054392586668653e-05 3.2920657265800759e-06 2.7749797881567095e-05 -3.6403911240518884e-05 -0.00021938065033933458 5.7643286634458548e-06 -2.0041740511796247e-05 -0.0014474452331305222
leaf_weight=42 26 229 77 105 28 127 92 29 60 76 27 27 25 60 227 495 227 28 36 29 103 160 45 33 58 134 43 54 93 89
leaf_count=42 26 229 77 105 28 127 92 29 60 76 27 27 25 60 227 495 227 28 36 29 103 160 45 33 58 134 43 54 93 89
internal_value=0.000188561 -0.000267952 0.00185852 -0.000350535 -0.000134057 0.000106575 -9.39769e-05 0.00155088 0.000621983 0.0029913 0.00299082 0.00375691 0.00538318 0.000238627 -4.79714e-05 0.00034539 0.000121981 -0.000471911 0.00127007 0.00133813 0.00264662 -0.00166667 0.00138667 -2.64036e-05 0.000619468 -0.000166668 0.000147058 0.00336585 -0.00153548 -0.00232124
internal_weight=2884 2273 611 2247 2018 1753 1649 569 362 104 207 180 106 1340 1073 846 786 523 263 267 132 265 74 302 225 167 135 81 309 182
internal_count=2884 2273 611 2247 2018 1753 1649 569 362 104 207 180 106 1340 1073 846 786 523 263 267 132 265 74 302 225 167 135 81 309 182
cat_boundaries=0 30 48 78 80 101 118 120 121 124
cat_threshold=0 1048588 4 134217728 1073750016 0 0 0 0 0 0 131076 0 512 0 0 0 0 4096 8192 2147483904 0 4194304 0 0 32768 0 0 0 4096 16384 0 1073741824 2048 0 134217792 0 268435456 2048 0 32 256 268435456 0 0 0 16 256 1073741840 0 0 0 0 1 0 0 0 0 0 0 0 1048576 0 4096 0 0 0 0 128 0 0 0 0 1073741824 64 0 0 8192 1073742081 8192 0 12 0 0 0 0 0 0 0 0 0 131076 0 512 0 0 0 0 0 0 256 2 0 0 0 0 0 0 131072 65536 0 0 0 0 0 0 0 4096 0 22560 408 4 0 524288
is_linear=0
shrinkage=0.04


Tree=638
num_leaves=31
num_cat=12
split_feature=8 8 17 15 12 3 4 2 2 3 9 12 3 12 2 2 4 2 2 2 12 2 2 3 11 12 16 5 2 2
split_gain=1.38181 0.573394 0.54191 0.624028 0.866318 0.837383 0.734804 0.580382 0.483476 0.618955 0.47889 0.560858 0.505164 0.461234 0.491068 0.44785 0.309527 0.578299 0.302116 0.312141 0.291815 0.278681 0.546181 0.346932 0.426003 0.493486 0.327323 0.267562 0.271899 0.225499
threshold=0 1 2 3 4 1999.5000000000002 101.00000000000001 2.5000000000000004 20.500000000000004 2004.5000000000002 5 6 2011.5000000000002 7 9.5000000000000018 23.500000000000004 1074820000.0000002 22.500000000000004 16.500000000000004 4.5000000000000009 8 10.500000000000002 8.5000000000000018 1999.5000000000002 9 10 11 9.0000000000000018 19.500000000000004 37.500000000000007
decision_type=9 9 9 9 9 10 8 10 8 8 9 9 8 9 8 10 8 8 10 10 9 10 10 10 9 9 1 8 8 10
left_child=8 20 13 4 7 -6 -5 -4 18 -10 -8 12 -12 14 -3 -16 -15 -18 19 -1 27 22 26 24 25 -23 -13 -2 -29 -9
right_child=1 2 3 6 5 -7 10 29 9 -11 11 21 -14 16 15 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.8433062164404279e-05 0.0006431420142145593 7.3628666691043989e-06 0.00019382864825522389 0.00010695931959032974 3.625481569243527e-05 0.001006080989512608 -2.7177285957563121e-05 -4.3476534057573469e-05 8.629353417102475e-05 -3.3124548392038857e-06 8.2752398328027649e-05 -3.0006452070646215e-07 -7.9357285131616363e-05 3.6658066567661402e-06 -4.348545673645894e-07 0.00039646551498845838 -1.5183532408442754e-05 3.4083013071441077e-05 9.2500831403869509e-05 1.1768861825373236e-05 -4.6144785243570265e-05 4.1492327630366964e-05 0.001774689818384127 -1.2001493541600201e-05 -6.9129257119239733e-06 -2.0752524209288242e-06 0.00018378575182482126 -0.00042173770248636898 4.6344379519631554e-06 -1.4688686217342008e-06
leaf_weight=33 25 33 26 28 166 25 254 106 26 125 42 177 359 43 64 26 115 42 30 114 277 109 30 134 156 111 33 29 58 95
leaf_count=33 25 33 26 28 166 25 254 106 26 125 42 177 359 43 64 26 115 42 30 114 277 109 30 134 156 111 33 29 58 95
internal_value=0.000219916 -9.7903e-05 0.000157436 -0.000109561 0.00123077 0.00314851 -0.000506926 -0.000453782 0.00261947 0.00102631 -0.000640115 -0.000278831 -0.00146602 0.00164072 0.00349254 0.0021978 0.000379146 -0.000430381 0.00411236 0.00332432 -0.00149 0.000367936 0.00149377 -0.000156557 0.000466843 0.00155844 0.000758293 0.000260162 -0.000772728 -0.00120792
internal_weight=2891 2563 2174 1851 418 191 1433 227 328 151 1405 1151 401 323 123 90 200 157 177 147 389 750 240 510 376 220 210 112 87 201
internal_count=2891 2563 2174 1851 418 191 1433 227 328 151 1405 1151 401 323 123 90 200 157 177 147 389 750 240 510 376 220 210 112 87 201
cat_boundaries=0 30 59 60 61 63 65 66 68 70 71 73 74
cat_threshold=1073741824 1048586 0 134217728 1073750016 1 0 0 0 0 0 133120 2048 0 0 0 0 0 4096 0 0 0 0 0 0 268468224 0 0 0 4096 0 0 4 0 2147483648 0 262144 0 1 0 0 33554432 8192 1048576 0 4096 0 0 33554432 0 0 0 0 8 0 16384 64 0 128 9 2283798528 67299360 32 0 20496 68240672 65632 32 172288 32 36 8194 32 2
is_linear=0
shrinkage=0.04


Tree=639
num_leaves=31
num_cat=10
split_feature=7 4 7 11 9 12 12 2 2 2 4 12 2 7 12 12 5 0 4 2 2 2 1 0 2 0 2 4 2 0
split_gain=1.46378 1.08641 0.910325 0.971313 0.678776 0.669278 0.631143 0.492919 0.36958 0.376498 0.307821 0.454177 0.493819 0.289297 0.529806 0.434821 0.469818 0.485789 0.40919 0.342747 0.85645 0.340145 0.414923 0.412544 0.316295 0.401933 0.280015 0.580929 0.535994 0.249516
threshold=0 5039060000.000001 1 2 3 4 5 4.5000000000000009 85.500000000000014 25.500000000000004 1732015000.0000002 6 14.500000000000002 7 8 9 3.5000000000000004 48.175000000000004 1525190000.0000002 71.500000000000014 25.500000000000004 43.500000000000007 5.5000000000000009 40.675000000000004 62.500000000000007 35.600000000000009 49.500000000000007 1800.0000000000002 24.500000000000004 9.5000000000000018
decision_type=9 10 9 9 9 9 9 10 8 10 8 9 8 9 9 9 8 8 8 10 8 8 8 8 8 10 8 8 10 10
left_child=1 5 -2 -4 10 -1 8 -7 9 -6 -5 12 -12 14 19 16 26 29 -17 20 -8 22 -20 24 -23 -26 27 -15 -29 -18
right_child=2 -3 3 4 6 7 13 -9 -10 -11 11 -13 -14 15 -16 18 17 -19 21 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.4220051858660427e-05 -2.6567527835269706e-05 2.3612266945852799e-05 -0.00011981227153966952 8.8476081936162988e-06 -4.283540056963028e-05 -0.00015962970595132138 2.4029643255314106e-05 2.9620431898848005e-06 -2.748204130078591e-05 1.3390140092096857e-05 4.7344449685059324e-05 -0.00024213593326418277 -2.2710466213181963e-05 -0.00040153053475719457 1.7285042827710774e-07 -3.0890411083681341e-05 -0.0012094576380158647 9.6214197900199006e-05 1.8721114265210249e-05 1.2285777999754369e-05 1.5778738527444759e-05 0.0022862203766163599 -0.00048885733489427657 0.00011370443612565222 6.9259184218289395e-05 -1.0187818051777835e-05 0.00021358656028364989 0.00010550141440062923 -0.00013407556151318517 -4.4263597820160604e-07
leaf_weight=114 232 31 152 30 164 78 46 109 85 129 55 199 48 26 117 48 30 32 169 36 27 35 33 25 41 57 28 94 26 620
leaf_count=114 232 31 152 30 164 78 46 109 85 129 55 199 48 26 117 48 30 32 169 36 27 35 33 25 41 57 28 94 26 620
internal_value=0.000320877 0.00277551 -6.16665e-06 0.0002336 0.000452283 0.00210596 0.000749334 0.000464646 -0.00069923 -4.08173e-05 -0.00118951 -0.00161056 0.00059649 0.00111925 0.00243038 0.000865881 0.000341406 -0.000128844 0.0019284 0.00436667 0.00632432 0.00243767 0.0013399 0.0038239 0.00289552 0.00169697 0.00219428 0.00146939 0.00264463 -0.000368665
internal_weight=2916 332 2584 2352 2200 301 1868 187 378 293 332 302 103 1490 226 1264 856 682 408 109 73 360 202 158 133 98 174 146 120 650
internal_count=2916 332 2584 2352 2200 301 1868 187 378 293 332 302 103 1490 226 1264 856 682 408 109 73 360 202 158 133 98 174 146 120 650
cat_boundaries=0 18 36 39 41 43 44 45 62 64 66
cat_threshold=0 268435584 8192 0 0 2 0 536870912 0 134225920 40992 0 144 0 0 0 1073745920 128 0 0 1141899264 2048 32 64 0 0 0 0 0 320 268435456 0 0 32 0 256 67125248 2147483680 4096 1073741825 148 221184 32 10528 1050658 131072 0 536870912 4 0 0 0 0 33622016 0 0 0 0 0 0 0 16 16809986 32 68255746 32
is_linear=0
shrinkage=0.04


Tree=640
num_leaves=31
num_cat=13
split_feature=7 8 12 17 8 2 8 12 12 2 2 2 7 9 13 12 0 2 2 2 2 6 2 3 5 5 2 0 5 0
split_gain=1.3348 1.10961 0.524761 0.466647 0.619152 0.849602 0.465661 0.440942 0.411634 0.404457 0.394192 0.381944 0.371513 0.371175 0.42045 0.336683 0.467004 0.430131 0.520636 0.453689 0.405018 0.352006 0.525208 0.471717 0.389062 0.283739 0.269778 0.251264 0.246946 0.270826
threshold=0 1 2 3 4 6.5000000000000009 5 6 7 57.500000000000007 10.500000000000002 36.500000000000007 8 9 10 11 21.500000000000004 73.500000000000014 90.500000000000014 5.5000000000000009 24.500000000000004 12 10.500000000000002 1977.5000000000002 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 36.400000000000006 2.5000000000000004 33.175000000000004
decision_type=9 9 9 9 9 8 9 9 9 10 8 10 9 9 9 9 10 10 10 10 10 9 10 10 10 10 10 8 8 10
left_child=8 2 28 -4 10 -6 -3 -8 -1 -7 -5 -12 -9 14 -14 16 20 19 -19 -17 -15 -21 -23 24 -24 -10 -18 -16 -2 -30
right_child=1 6 3 4 5 9 7 12 25 -11 11 -13 13 15 27 17 26 18 -20 21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0009157558467376278 2.4129205271839161e-05 -1.6627153224338282e-05 1.3925083437116514e-05 -0.00018898736684781536 0.00073056428348398234 5.6533836659417561e-06 -3.9152550880030395e-05 2.7603141253341224e-05 -2.2478099229681499e-06 4.5007301101001728e-05 4.6436194284217113e-05 -5.625560423230759e-05 1.0423733915659829e-05 0.00033381484811393817 1.188807096922892e-06 2.439614283374257e-05 -6.2245165334275103e-06 2.5919201404571301e-05 2.1987581335881162e-05 -3.4357336948423647e-05 -3.6368515845065659e-05 -1.2121970310871361e-06 0.00017445152367072947 -9.2768959974321772e-06 -0.00031305737656468524 -0.00074728703767099655 -0.0001076138415778627 -8.9318190934298822e-05 0.00014702340461240581 -7.0624253342513993e-05
leaf_weight=130 32 128 233 37 35 80 130 100 281 28 35 30 108 47 45 240 76 35 144 255 58 62 76 68 43 39 110 127 28 118
leaf_count=130 32 128 233 37 35 80 130 100 281 28 35 30 108 47 45 240 76 35 144 255 58 62 76 68 43 39 110 127 28 118
internal_value=0.000421763 0.000781261 0.00218291 0.00287934 0.00414062 0.0058961 0.000274825 0.000451872 -0.00156182 0.00447706 0.00134513 0.00333333 0.000638005 0.000467773 -0.000824743 0.000770611 -0.000410597 0.00114347 0.00291111 0.0007302 0.00169811 4.75238e-05 0.00109231 0.00219149 0.0037 -0.000725076 -0.00162567 -0.00201093 0.000253967 -0.000435375
internal_weight=2958 2508 656 478 245 143 1852 1724 450 108 102 65 1594 1494 280 1214 291 923 179 744 105 504 249 187 119 320 186 172 178 146
internal_count=2958 2508 656 478 245 143 1852 1724 450 108 102 65 1594 1494 280 1214 291 923 179 744 105 504 249 187 119 320 186 172 178 146
cat_boundaries=0 18 48 50 51 66 93 94 96 109 111 112 114 115
cat_threshold=0 1 1677721600 2052 32 10242 0 536870912 33554432 0 0 320 268435456 0 0 32 144 512 1342177280 2058 0 134217728 0 1 262144 2147483648 0 0 0 2052 2112 512 268435456 0 0 0 4096 0 256 0 0 0 0 32768 0 0 524288 4096 16845056 32 11 0 8 0 0 0 0 0 0 0 0 0 4 2112 512 268435456 0 0 0 0 65536 0 0 0 0 0 0 0 0 1048576 0 0 0 0 0 2048 128 0 0 0 0 0 64 133120 67175488 32 131072 0 1056768 2105344 0 0 0 0 0 32 0 0 128 0 16560 2 83903520 2 76
is_linear=0
shrinkage=0.04


Tree=641
num_leaves=31
num_cat=12
split_feature=7 7 8 12 2 0 12 2 0 2 2 2 2 2 8 12 2 6 2 2 17 2 6 13 2 2 2 2 12 2
split_gain=1.59146 1.0016 0.877565 0.919964 0.524734 0.544878 0.441519 0.440541 0.43172 0.398866 0.42831 0.392585 0.350038 0.446769 0.331402 0.391184 0.464957 0.415432 0.563661 0.730294 0.307532 0.37995 0.419388 0.455032 0.325276 0.291281 0.279721 0.926756 0.362946 0.272572
threshold=0 1 2 3 78.500000000000014 18.500000000000004 4 38.500000000000007 23.500000000000004 14.500000000000002 24.500000000000004 8.5000000000000018 29.500000000000004 43.500000000000007 5 6 14.500000000000002 7 24.500000000000004 49.500000000000007 8 3.5000000000000004 9 10 42.500000000000007 8.5000000000000018 58.500000000000007 39.500000000000007 11 24.500000000000004
decision_type=9 9 9 9 8 10 9 8 10 10 10 10 8 10 9 9 8 9 10 10 9 8 9 9 8 10 8 10 9 10
left_child=-1 7 3 4 5 -3 12 25 -6 11 -11 -7 -4 -14 -8 20 -17 -18 -19 -20 24 -22 23 -23 29 -2 27 28 -5 -16
right_child=1 2 6 26 8 9 14 -9 -10 10 -12 -13 13 -15 15 16 17 18 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.2581592896663768e-05 9.0776154041139917e-06 1.1654305200797138e-07 -2.0046405215389781e-05 1.6618796805363798e-05 5.2977357288709656e-05 6.8529931733144864e-06 -5.7513443669938505e-05 1.7086737298364128e-05 5.3981725763559152e-05 0.00027556174437316609 7.0284405993325174e-05 -2.2377455464362453e-06 0.00094157670015537688 9.1548543813459647e-07 0.00016747611023842311 -5.3900068554477391e-05 -2.1248247337743335e-05 6.4818314226133247e-05 -0.00023998080354799961 2.1834655917667617e-05 8.7833785423040351e-05 -7.7948890842854216e-05 -5.6041999811739578e-05 5.3295250576559567e-05 3.3318041800259734e-05 2.2760212445336997e-05 -4.0964608893039602e-05 2.813291468596736e-05 -0.00052738562305520553 -0.00080825222478648128
leaf_weight=440 45 126 54 102 25 32 221 94 57 25 43 33 26 38 74 255 158 98 60 82 49 115 163 124 27 73 96 63 104 25
leaf_count=440 45 126 54 102 25 32 221 94 57 25 43 33 26 38 74 255 158 98 60 82 49 115 163 124 27 73 96 63 104 25
internal_value=5.87422e-05 0.000453162 0.000201224 0.00136123 0.00282954 0.00201538 -0.000326583 0.00301345 0.00568675 0.00379104 0.00591304 0.00151515 0.00192248 0.00406154 -0.000522573 -0.000257858 -0.000921688 -8.02015e-05 0.000956174 -0.000615386 0.000496598 -8.65894e-06 -0.000416874 0.000655999 0.00216058 0.00477311 -5.31924e-05 0.000607406 -0.000695653 0.00124
internal_weight=2927 2487 2275 706 341 259 1569 212 82 133 68 65 118 64 1451 1230 653 398 240 142 577 451 402 239 126 118 365 269 206 99
internal_count=2927 2487 2275 706 341 259 1569 212 82 133 68 65 118 64 1451 1230 653 398 240 142 577 451 402 239 126 118 365 269 206 99
cat_boundaries=0 18 35 64 66 68 95 97 98 99 100 101 102
cat_threshold=3 0 1678770176 526848 524290 0 33554432 268435456 0 32 0 256 268435456 268435456 0 0 4096 256 131072 0 8192 8192 32 2 0 8192 33554432 134225920 40960 0 16 0 0 0 128 268435456 10 0 0 0 0 0 0 0 0 0 2052 0 512 0 0 0 0 4096 0 0 0 20971520 8 0 268435456 0 0 524288 1146946 32 256 2 0 0 0 0 0 0 0 2147483648 1 0 0 0 10240 0 0 4096 0 0 33554432 0 0 0 0 0 0 16384 64 16860256 32 148 10 14 10 67127328
is_linear=0
shrinkage=0.04


Tree=642
num_leaves=31
num_cat=12
split_feature=7 17 7 12 2 2 7 8 2 2 8 2 2 2 12 0 2 1 5 9 2 0 3 2 12 2 2 2 6 8
split_gain=1.31751 1.54544 0.902996 0.660917 0.69621 0.585778 0.536762 0.567391 0.458795 0.402617 0.376082 0.368242 0.480067 0.340845 0.331351 0.295548 0.280801 0.305772 0.264234 0.54 0.523824 0.368732 0.451725 0.29385 0.278419 0.244415 0.241974 0.736913 0.392238 0.566578
threshold=0 1 2 3 321.00000000000006 50.500000000000007 4 5 898.00000000000011 145.50000000000003 6 3.5000000000000004 11.500000000000002 14.500000000000002 7 44.07500000000001 99.000000000000014 4.5000000000000009 1.5000000000000002 8 35.500000000000007 21.500000000000004 2014.5000000000002 7.5000000000000009 9 34.500000000000007 99.000000000000014 73.500000000000014 10 11
decision_type=9 9 9 9 8 10 9 9 8 10 9 8 10 10 9 10 10 10 8 9 10 10 10 10 9 10 10 10 9 9
left_child=1 5 14 11 6 -1 13 -8 -6 10 -9 -4 -13 -5 -2 -10 17 -12 -19 -20 21 -21 24 -24 -23 -15 27 28 29 -14
right_child=2 -3 3 4 8 -7 7 9 15 -11 16 12 26 25 -16 -17 -18 18 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.2223449367535295e-05 -0.00086250881868132705 1.0131915009832091e-06 3.3224427462167353e-05 9.2645874329908161e-05 1.6238925515987734e-05 3.284052008214554e-05 4.4996349691631182e-05 -3.7056806315182834e-05 4.5883789445783424e-05 -0.00058958381197143223 -2.8619594651559891e-05 -0.00023104647092253209 2.3805709454500477e-06 -1.2882868303277896e-05 -4.9313549451633413e-06 8.373115321112654e-05 2.5920506054339369e-05 1.6167716733168722e-05 -0.00035889183658094798 5.6810093088255095e-05 -3.142363455937131e-05 -5.1712342674379004e-06 -3.1574159304889741e-05 0.001012177310822646 7.0554250763940272e-06 1.5048499357921048e-05 -1.6530302365900051e-05 5.5244950633763448e-05 3.7121683944798636e-05 -0.00037458002241305558
leaf_weight=81 107 193 88 28 35 27 105 225 121 40 54 194 162 27 234 28 28 90 114 44 113 193 25 38 110 46 114 50 113 125
leaf_count=81 107 193 88 28 35 27 105 225 121 40 54 194 162 27 234 28 28 90 114 44 113 193 25 38 110 46 114 50 113 125
internal_value=0.000349474 0.00280769 5.86016e-05 0.000344678 0.000856948 0.00645378 0.000530834 0.000272268 0.00315676 -1.47475e-05 0.000139129 -0.000541425 -0.000832676 0.00317857 -0.00182955 0.00216 0.000541462 0.000404091 0.000620878 0.000332287 0.000876404 0.00155718 0.00113351 0.0041875 0.000486841 0.002 -0.000240709 0.000177383 -0.000399003 -0.00116779
internal_weight=2952 301 2651 2310 1464 108 1280 1179 184 1074 1034 846 758 101 341 149 809 781 727 637 523 410 366 63 303 73 564 450 400 287
internal_count=2952 301 2651 2310 1464 108 1280 1179 184 1074 1034 846 758 101 341 149 809 781 727 637 523 410 366 63 303 73 564 450 400 287
cat_boundaries=0 17 18 36 37 54 77 103 105 107 109 110 133
cat_threshold=0 268435456 33562624 8192 65536 8192 0 0 33556480 134217728 8224 0 0 0 0 0 4096 11 268435458 1 1611661312 526848 524288 134217728 0 536870912 0 1056 32768 0 16 268435456 0 0 0 256 1207584 131072 0 0 0 0 64 0 0 65536 0 0 256 0 0 0 0 1073741824 0 4 0 0 2147483648 0 0 0 0 0 0 0 8192 512 0 0 0 0 0 0 0 0 4194304 16 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216 8 0 16384 98304 32 0 4100 32770 32 140 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=643
num_leaves=31
num_cat=13
split_feature=8 12 11 7 12 9 12 7 6 12 2 0 2 2 11 2 2 0 2 2 2 5 15 2 12 4 4 0 2 5
split_gain=1.30692 1.11977 0.746895 0.751158 0.519996 0.502537 0.529906 0.488418 0.544931 0.469712 0.489033 0.552087 0.746616 0.475152 0.426638 0.376926 0.364793 0.360326 0.35769 0.349452 0.418942 0.674412 0.346916 0.904211 0.331983 0.316871 0.284602 0.277669 0.522511 0.344626
threshold=0 1 2 3 4 5 6 7 8 9 8.5000000000000018 23.500000000000004 66.500000000000014 6.5000000000000009 10 39.500000000000007 3.5000000000000004 39.07500000000001 99.000000000000014 90.500000000000014 24.500000000000004 1.5000000000000002 11 29.500000000000004 12 86.000000000000014 5039060000.000001 40.250000000000007 80.500000000000014 1.5000000000000002
decision_type=9 9 9 9 9 9 9 9 9 9 10 10 10 8 9 10 8 10 8 8 10 8 9 10 9 10 8 10 8 8
left_child=1 18 -2 -4 25 7 27 -6 9 -9 13 12 15 17 -8 -12 -10 -11 -1 20 21 -16 23 -3 26 -5 -24 28 29 -7
right_child=2 22 3 4 5 6 14 8 16 10 11 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.8874493154740225e-06 -3.6635302693653722e-05 7.4535357502299374e-05 -8.151777553374169e-05 -1.2320859212936672e-05 1.8135852847133309e-05 0.00025756992293026067 -1.2711642354986662e-05 -0.00021882061818234323 8.5078897064768159e-05 -0.00027318103621103059 3.5311881582752736e-05 -4.4516497916459757e-05 4.7725641290073922e-05 4.4920575576572708e-05 -6.4237460833936632e-05 -0.00013212837989710167 -2.6932208996710389e-05 1.3111141958151289e-05 1.1789352718657494e-05 2.1952438654585988e-05 -0.00011702650093516287 0.00013405236406391452 -4.8819326531432913e-06 0.00049654796209512412 2.7477976533756812e-06 -0.00029087986237280627 4.9024294116829385e-05 3.4088489009371363e-06 4.1571930846759542e-05 1.1467211576210101e-05
leaf_weight=196 182 100 111 505 107 29 113 142 30 25 69 146 30 44 33 34 299 29 53 34 68 102 27 45 102 47 73 45 27 114
leaf_count=196 182 100 111 505 107 29 113 142 30 25 69 146 30 44 33 34 299 29 53 34 68 102 27 45 102 47 73 45 27 114
internal_value=0.000282241 0.0019374 -0.000143099 6.74558e-05 0.000245798 0.00062704 0.0015625 6.21109e-05 -0.000270082 0.000535848 0.00126804 0.000442856 0.00229851 0.00371717 0.000554016 0.000653845 -0.00151765 0.00116364 -0.000138462 0.0015 0.000921568 0.00220588 0.00338547 0.005 0.00202817 -0.000795738 0.0036036 0.00309734 0.00397661 0.00297222
internal_weight=2961 596 2365 2183 2072 1520 565 955 848 519 377 279 133 98 350 103 329 54 249 237 203 135 347 145 202 552 100 215 170 143
internal_count=2961 596 2365 2183 2072 1520 565 955 848 519 377 279 133 98 350 103 329 54 249 237 203 135 347 145 202 552 100 215 170 143
cat_boundaries=0 30 32 34 51 52 54 55 72 73 74 77 78 79
cat_threshold=0 1048584 4 134217728 2147491840 0 0 0 1 32768 0 133124 64 1536 268435456 0 0 0 0 0 128 0 0 8 0 1073774592 4 0 0 4096 67241986 32 2147500033 2149056544 1 0 1073741824 2560 524288 0 0 0 33554432 0 0 0 16 0 0 0 1073741824 1207296 0 2084 83984640 2 0 1048576 2097152 0 0 0 0 2048 32 0 128 0 0 0 0 16 140 67174656 32 1024 524288 67108864 32864
is_linear=0
shrinkage=0.04


Tree=644
num_leaves=31
num_cat=11
split_feature=8 12 1 12 3 11 8 2 9 2 17 9 2 2 2 2 4 2 3 3 11 4 12 2 2 2 2 12 2 2
split_gain=1.33011 1.2958 1.24978 0.708108 0.892173 0.564294 0.550212 0.540493 0.548663 0.533542 0.511102 0.588046 0.480081 0.438779 0.416789 0.406944 0.382095 0.551779 0.355927 0.351274 0.399482 0.528759 0.528499 0.80196 0.391024 0.328361 0.319668 0.311241 0.308357 0.417098
threshold=0 1 1.5000000000000002 2 2004.5000000000002 3 4 3.5000000000000004 5 65.500000000000014 6 7 57.500000000000007 6.5000000000000009 147.50000000000003 211.00000000000003 2867949500.0000005 106.50000000000001 2017.5000000000002 2019.5000000000002 8 963180000.00000012 9 11.500000000000002 24.500000000000004 8.5000000000000018 12.500000000000002 10 9.5000000000000018 29.500000000000004
decision_type=9 9 10 9 8 9 9 8 9 10 9 9 8 10 10 10 8 10 10 8 9 8 9 10 10 10 10 9 10 10
left_child=3 2 13 14 -5 7 -3 -4 26 -7 16 19 -10 -2 -1 -6 -8 -18 -13 -12 22 -22 25 -24 -25 -21 -9 -23 -29 -30
right_child=1 6 5 4 15 9 10 8 12 -11 11 18 -14 -15 -16 -17 17 -19 -20 20 21 27 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0001218144563950845 5.7864457334171977e-05 -8.0528532732435936e-05 7.5857016608428583e-05 0.00010001754443645968 2.8309123367835241e-05 -2.9445255980212847e-05 7.7857519060793465e-06 -0.00020417477119791778 3.4379935532409201e-05 1.5089243522695799e-05 -3.4217074071026589e-05 -3.5993713352056034e-05 -1.7747031637554628e-05 7.0852608102193151e-06 2.7166104523697495e-05 -2.1939160732442941e-05 0.00021018992264318324 -0.0016733369063317771 5.9406753259511374e-06 1.8920517452516137e-05 0.00057189997086757531 -0.00021679982146136458 -5.6669396072683503e-06 0.00012532261638211866 2.6143066311406649e-05 -9.830628760202787e-06 9.4250001766941784e-06 2.156498930752402e-05 -0.00015628050605124769 4.5423324503015669e-06
leaf_weight=101 55 173 38 36 359 313 37 80 117 86 176 235 29 40 31 25 32 45 26 29 33 106 88 46 47 84 130 89 90 168
leaf_count=101 55 173 38 36 359 313 37 80 117 86 176 235 29 40 31 25 32 45 26 29 33 106 88 46 47 84 130 89 90 168
internal_value=0.000510695 9.6545e-05 0.00129922 0.00225932 0.00306264 0.000790931 -0.000617823 0.00183704 0.00138935 -0.000282928 -0.00033085 -0.000576548 0.00315923 0.005625 -0.000335665 0.00255584 0.002112 0.000666666 -0.00222059 -0.00010755 0.000256081 -0.000450705 0.00139016 0.0026875 0.00540425 -0.000741936 -9.06206e-10 -0.000819384 -0.000189945 -0.000895754
internal_weight=2944 2392 888 552 420 793 1504 394 356 399 1331 1217 146 95 132 384 114 77 261 956 780 486 294 181 93 113 210 453 347 258
internal_count=2944 2392 888 552 420 793 1504 394 356 399 1331 1217 146 95 132 384 114 77 261 956 780 486 294 181 93 113 210 453 347 258
cat_boundaries=0 30 32 34 37 64 66 67 69 71 72 73
cat_threshold=0 10 4 134217728 8192 0 0 2147483648 1 32768 0 0 2048 512 0 0 0 0 33558528 2 256 0 4194304 0 0 0 0 0 0 4096 83984384 34 84935680 34 32772 0 524288 1073741840 0 0 0 0 0 262144 0 0 0 0 0 0 1048576 0 4096 0 0 0 0 0 0 0 0 0 0 64 0 18576 37 1 22560 4 1024 18784 131106
is_linear=0
shrinkage=0.04


Tree=645
num_leaves=31
num_cat=5
split_feature=7 6 2 4 1 3 2 2 4 3 2 3 15 11 2 4 3 2 4 2 0 6 2 0 2 2 2 2 2 2
split_gain=1.01972 0.672926 0.880236 1.14767 0.705117 0.542199 0.53998 0.365931 0.413925 0.356332 0.343341 0.387334 0.335431 0.36089 0.321162 1.05583 0.468914 0.657698 0.438034 0.2869 0.602553 0.589165 0.295666 0.274227 0.264227 0.669873 0.357456 0.234745 0.22523 0.474876
threshold=0 1 33.500000000000007 260.00000000000006 5.5000000000000009 2017.5000000000002 3.5000000000000004 12.500000000000002 40797.000000000007 2001.5000000000002 7.5000000000000009 2024.5000000000002 2 3 129.50000000000003 52809240000.000008 2017.5000000000002 332.00000000000006 9330535000.0000019 15.500000000000002 40.250000000000007 4 6.5000000000000009 35.850000000000009 119.00000000000001 78.500000000000014 51.500000000000007 44.500000000000007 37.500000000000007 10.500000000000002
decision_type=9 9 8 8 10 8 8 10 8 10 10 8 9 9 10 8 8 10 8 8 10 9 10 10 10 10 10 10 10 8
left_child=12 6 5 -4 14 9 -2 10 -9 -3 11 -7 13 -1 18 -16 -17 -18 -5 20 22 -21 -14 -10 25 26 27 -23 29 -15
right_child=1 2 3 4 -6 7 -8 8 23 -11 -12 -13 19 28 15 16 17 -19 -20 21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.1823371037987318e-06 1.8409847717743386e-05 3.0165887497815435e-06 2.796896532419565e-05 -2.6990663205992159e-05 -0.00019187992521237186 3.6590251014167575e-05 -4.085015770344867e-06 6.5801611149222147e-05 5.3602560082139468e-06 -6.0259323734320974e-05 8.6581523572241799e-05 6.4141981325257368e-07 -7.7137604068712796e-06 3.5353181705332948e-05 0.00016096019550024078 -3.0698690378638574e-06 0.00070190270424209304 3.0722028126911632e-06 2.4113157622583918e-05 -0.00012529869487166171 3.8387710506215598e-06 -4.7258042329809203e-07 -0.00056608139390112197 -0.00012308949314010988 -5.6167677807114966e-05 3.000780705232669e-05 -8.4495923292352088e-05 7.5481917788487832e-05 4.8511509822246503e-05 -0.0011355937221218715
leaf_weight=180 34 55 27 66 69 30 307 42 56 108 127 219 104 27 25 53 34 39 333 121 25 235 148 177 38 68 80 37 45 29
leaf_count=180 34 55 27 66 69 30 307 42 56 108 127 219 104 27 25 53 34 39 333 121 25 235 148 177 38 68 80 37 45 29
internal_value=0.000424633 0.00101324 0.00138681 0.00249768 0.00213548 0.000520244 -0.000579546 0.00103681 -7.24647e-05 -0.00153659 0.00184615 0.000975999 -0.000512196 0.000671232 0.00261343 0.00418421 0.00264567 0.0047027 0.00201 -0.000904269 -0.00197122 -0.000406898 -0.00256127 -0.000735044 0.00027292 0.00057007 -0.000135978 0.000556776 0.00246428 0.000982455
internal_weight=2938 1801 1460 646 619 814 341 651 275 163 376 249 1137 281 550 151 126 73 399 856 277 579 252 233 458 420 352 272 101 56
internal_count=2938 1801 1460 646 619 814 341 651 275 163 376 249 1137 281 550 151 126 73 399 856 277 579 252 233 458 420 352 272 101 56
cat_boundaries=0 18 19 20 21 22
cat_threshold=268435458 48 67108864 526852 524290 134217794 131072 537001984 33619968 0 32800 0 16 0 67108864 0 1073741824 256 18 2283798528 32 452
is_linear=0
shrinkage=0.04


Tree=646
num_leaves=31
num_cat=10
split_feature=12 4 5 6 2 11 15 2 2 9 2 11 2 12 4 1 9 2 6 2 2 1 2 5 2 2 2 5 11 2
split_gain=0.947882 1.54809 1.2992 0.599958 0.440089 0.375161 0.458791 0.457703 0.390671 0.351594 0.339989 0.318532 0.780345 0.398234 0.369847 0.325028 0.313283 0.314827 0.360779 0.477849 0.372832 0.304515 0.390867 0.585849 0.27757 0.209106 0.181498 0.174218 0.178008 0.326659
threshold=0 29000.000000000004 1.5000000000000002 1 7.5000000000000009 2 3 2583.5000000000005 29.500000000000004 4 67.500000000000014 5 12.500000000000002 6 12093950000.000002 1.5000000000000002 7 99.000000000000014 8 9.5000000000000018 5.5000000000000009 5.5000000000000009 8.5000000000000018 4.5000000000000009 9.5000000000000018 111.00000000000001 17.500000000000004 1.0000000180025095e-35 9 35.500000000000007
decision_type=9 10 8 9 8 9 9 10 10 9 10 9 10 9 8 10 9 10 9 8 10 8 10 8 10 8 10 10 9 8
left_child=1 2 -1 25 -5 26 8 9 -7 -8 -10 12 -11 14 -13 -15 17 18 24 20 -20 22 23 -18 -16 -4 -2 28 -17 -30
right_child=5 -3 3 4 -6 6 7 -9 10 11 -12 13 -14 15 16 27 21 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.1526803443378411e-05 -0.0018997938336729437 2.4158027519215935e-05 -1.5705821180840613e-07 2.5664111417068344e-05 1.104561019794623e-05 3.8847332306295427e-06 -4.1562989535045185e-05 0.00012549776327418143 0.0017336248093719165 9.5721956562684951e-05 2.6175566415536194e-05 -4.5452153227281667e-06 -3.5325740046772202e-06 -4.7071757879406961e-05 -0.00053775875722879805 8.2029284225544938e-06 3.1943831025975521e-05 0.00011803334742233641 2.3558502900920452e-05 -7.9076635966229809e-07 0.00016047026786270084 3.6816771338218667e-05 -1.85913999055e-06 -2.0308823027171611e-05 -2.9396131606193044e-06 -0.0012617526672101223 -2.5443389381933913e-05 -2.0208626089745305e-05 1.0184557514343806e-05 -0.0001389751190364777
leaf_weight=47 48 29 254 48 159 54 163 25 29 35 27 223 78 85 54 190 31 61 85 394 45 71 90 25 73 41 90 55 158 161
leaf_count=47 48 29 254 48 159 54 163 25 29 35 27 223 78 85 54 190 31 61 85 394 45 71 90 25 73 41 90 55 158 161
internal_value=0.000480709 0.00191511 0.00146182 0.000858846 0.00244037 0.000118593 0.000248312 0.000109796 0.00264463 4.42724e-05 0.00519298 0.00019948 0.00216129 6.40167e-05 0.000509027 -0.000721213 0.000864515 0.000431534 0.000177913 0.00064299 0.00274809 0.00215789 0.00119728 0.00378947 -0.00165217 -0.000326798 -0.0018255 -0.000382302 -0.000149021 -0.000715152
internal_weight=2928 578 549 502 207 2350 2212 2102 110 2077 56 1914 113 1801 1152 649 929 712 651 524 130 217 146 56 127 295 138 564 509 319
internal_count=2928 578 549 502 207 2350 2212 2102 110 2077 56 1914 113 1801 1152 649 929 712 651 524 130 217 146 56 127 295 138 564 509 319
cat_boundaries=0 2 3 6 7 9 11 13 15 16 19
cat_threshold=67182592 2 328 32769 2148007936 4096 11010048 0 4 0 1050112 33858 32 1073741824 18592 18 4 0 524288
is_linear=0
shrinkage=0.04


Tree=647
num_leaves=31
num_cat=9
split_feature=7 8 7 2 12 12 12 0 1 0 2 4 4 2 11 12 3 2 0 2 2 3 12 2 4 0 4 2 2 5
split_gain=1.64119 1.0793 1.13628 0.629205 0.864453 0.573604 0.562389 0.554995 0.488064 0.485099 0.541655 0.608142 0.469638 0.764099 0.460055 0.390297 0.532792 0.344206 0.336058 0.315482 0.314001 0.491969 0.285874 0.362268 0.298202 0.280065 0.26534 0.375228 0.251004 0.236984
threshold=0 1 2 37.500000000000007 3 4 5 10.500000000000002 4.5000000000000009 42.710000000000008 40.500000000000007 1972110000.0000002 38500.000000000007 155.00000000000003 6 7 1991.5000000000002 10.500000000000002 47.750000000000007 29.500000000000004 90.500000000000014 2016.5000000000002 8 29.500000000000004 10087555000.000002 21.500000000000004 8.0000000000000018 9.5000000000000018 24.500000000000004 1.5000000000000002
decision_type=9 9 9 8 9 9 9 10 8 10 8 8 8 10 9 9 10 10 10 10 8 8 9 10 8 10 10 10 8 8
left_child=6 12 28 5 14 7 26 -4 -6 10 -10 -12 19 18 20 16 -13 25 29 -2 21 -5 24 -24 -7 -9 27 -1 -3 -14
right_child=1 2 3 4 8 22 -8 17 9 -11 11 15 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.7357059550462049e-05 -3.2705346538900094e-05 3.8798751849774452e-05 -0.0020133796594050076 -0.00020584912893596084 -0.00061875657678171585 -2.5787524412379527e-06 -5.8196087862549183e-05 0.00075009211308211252 0.00044052480620672131 0.0001447577437314869 5.4543899454196077e-05 5.3346598828878893e-05 0.00033313981061557373 -4.1682479941119194e-05 -6.6141982310475368e-05 -5.0950668941320221e-06 -2.4921307823840495e-05 -1.3652164377974774e-05 8.2123492246511238e-05 1.8679700718336733e-05 -3.5544278798404471e-06 6.53591278129922e-05 -9.2982381876831764e-05 6.594431963441858e-06 -1.6011945295830754e-07 2.1666749817238134e-05 -0.0013327845061958958 -9.853580887231903e-06 8.8248610334140259e-06 2.5197416935951292e-05
leaf_weight=48 47 62 29 29 40 85 285 29 32 45 33 141 43 32 240 123 29 103 30 28 56 27 227 47 417 83 26 163 50 284
leaf_count=48 47 62 29 29 40 85 285 29 32 45 33 141 43 32 240 123 29 103 30 28 56 27 227 47 417 83 26 163 50 284
internal_value=0.000421413 0.000864279 0.000439628 0.000186198 0.00103015 -0.000470128 -0.001591 0.00119216 0.00217621 0.00264356 0.00213927 0.00163914 0.00257684 0.00318974 -0.000462811 0.00104762 0.00220994 0.00194444 0.00372067 -0.000263159 0.00156097 0.00378947 -0.000996189 -0.00202105 -0.000405459 0.00346903 -0.000112904 0.00035849 0.0041626 0.00332927
internal_weight=2913 2391 1927 1815 795 1020 522 244 443 403 358 326 464 389 352 293 170 215 357 75 112 56 776 274 502 112 237 211 112 327
internal_count=2913 2391 1927 1815 795 1020 522 244 443 403 358 326 464 389 352 293 170 215 357 75 112 56 776 274 502 112 237 211 112 327
cat_boundaries=0 18 45 62 63 65 67 70 72 73
cat_threshold=131072 268435456 1048576 2624004 524288 134217792 33554432 268435456 65536 9216 0 256 268435584 0 67108864 0 1073741824 512 0 10 4 134217728 2147483648 0 262144 0 0 0 0 4 2112 512 0 0 0 0 0 8192 0 0 0 8 0 32768 4 2 16 8192 0 0 0 0 8192 0 32 0 0 16 0 0 32 128 85066850 68182048 2 84084032 32 4 0 524288 43008 32 16875586
is_linear=0
shrinkage=0.04


Tree=648
num_leaves=31
num_cat=10
split_feature=11 9 12 4 2 2 4 4 6 0 2 2 12 2 2 11 5 2 4 2 12 3 3 12 0 4 14 4 2 12
split_gain=0.415473 0.388905 0.797169 0.586074 0.464624 0.380901 0.357594 0.435906 0.353226 0.877618 0.524676 0.470591 0.361341 0.453009 0.413798 0.329642 0.275775 0.27195 0.251529 0.248261 0.763222 0.654343 0.372236 0.278515 0.24502 0.244576 0.2361 0.301075 0.270694 0.242921
threshold=0 1 2 1972110000.0000002 5.5000000000000009 29.500000000000004 16098220000.000002 49000.000000000007 3 44.07500000000001 42.500000000000007 90.500000000000014 4 169.50000000000003 1550.0000000000002 5 1.5000000000000002 19.500000000000004 676.50000000000011 46.500000000000007 6 1984.5000000000002 2007.5000000000002 7 44.07500000000001 3990640000.0000005 8 2050.0000000000005 41.500000000000007 9
decision_type=9 9 9 8 10 10 10 10 9 10 10 8 9 8 8 9 10 10 10 10 9 10 8 9 10 8 9 8 10 9
left_child=5 6 3 -3 24 -1 7 8 9 10 17 19 13 -13 -15 18 25 -2 -6 22 -21 -22 -10 -24 -4 -17 27 -25 29 -29
right_child=1 2 4 -5 15 -7 -8 -9 11 -11 -12 12 -14 14 -16 16 -18 -19 -20 20 21 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.00032425966619227184 4.46524959779505e-06 0.0001899108010108987 3.3937763602842372e-05 -2.4740884648923215e-05 3.601022746013484e-06 2.6568118553066344e-06 6.792180321648573e-05 -2.2319467403415376e-06 -9.0292158847499738e-05 6.3879701857521282e-05 3.6362626776365572e-05 -0.00020000653816289987 -8.4554205000853983e-05 5.914641340306141e-05 -4.1925300754007847e-06 7.725997342123713e-05 7.7181314877786136e-05 -0.0013123107201409119 -1.2958242594809921e-05 3.3158689839783675e-05 -0.0001802971080797895 6.3977280268405896e-05 -4.2046646054956227e-05 -1.7786137277398262e-05 3.7876336062261494e-06 3.962584326986896e-06 -2.119147665652429e-05 7.9230099161886248e-05 -3.2524241929934306e-05 3.2782995131385363e-06
leaf_weight=99 158 26 113 95 199 79 27 87 81 39 53 37 201 32 34 30 26 43 59 106 118 47 181 45 39 102 131 243 29 353
leaf_count=99 158 26 113 95 199 79 27 87 81 39 53 37 201 32 34 30 26 43 59 106 118 47 181 45 39 102 131 243 29 353
internal_value=0.000381736 0.000504188 0.00132 -0.00154546 0.00194819 -0.00143915 0.000223734 0.000162456 0.000287784 0.00153947 0.000721568 5.33647e-05 -0.00136394 0.00059649 0.00262686 0.00128537 0.00265089 -0.000217823 0.000327137 0.000377527 0.00145588 -0.00034091 0.000101503 0.000317395 0.00386928 0.00204511 0.000635467 0.000939793 0.00118211 0.00136683
internal_weight=2912 2734 689 121 568 178 2045 2018 1931 293 254 1638 304 103 66 416 158 201 258 1334 271 165 1063 982 152 132 801 670 625 596
internal_count=2912 2734 689 121 568 178 2045 2018 1931 293 254 1638 304 103 66 416 158 201 258 1334 271 165 1063 982 152 132 801 670 625 596
cat_boundaries=0 3 5 6 7 8 9 11 12 13 14
cat_threshold=16384 589856 4097 262528 51236 17826112 68 16828418 36 141568 32 67143680 8192 17892640
is_linear=0
shrinkage=0.04


Tree=649
num_leaves=31
num_cat=14
split_feature=8 9 12 7 12 7 12 9 0 3 12 4 11 4 4 4 3 7 0 3 4 12 9 0 0 9 0 0 3 1
split_gain=1.66331 0.911677 1.03699 0.662798 0.478048 0.446477 0.707091 0.494498 0.438776 0.433651 0.373531 0.474475 0.443228 0.352622 0.387956 0.503289 0.276405 0.2231 0.205678 0.194767 0.449217 0.172842 0.359045 0.404233 0.309865 0.260785 0.231933 0.216964 0.18167 0.15867
threshold=0 1 2 3 4 5 6 7 39.07500000000001 2009.5000000000002 8 208770000.00000003 9 72000.000000000015 1050.0000000000002 45.000000000000007 2018.5000000000002 10 40.675000000000004 2003.5000000000002 1373290000.0000002 11 12 38.57500000000001 30.500000000000004 13 36.400000000000006 33.175000000000004 2014.5000000000002 5.5000000000000009
decision_type=9 9 9 9 9 9 9 9 10 8 9 8 9 10 10 10 8 9 10 10 8 9 9 10 10 9 8 10 10 8
left_child=1 2 9 4 -2 6 -5 -7 -4 -1 11 -9 -12 14 15 17 -8 -14 -10 20 -3 25 24 27 -23 26 -19 -24 -25 -22
right_child=3 19 8 5 -6 7 16 10 18 -11 12 -13 13 -15 -16 -17 -18 21 -20 -21 29 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=9.9690136327463759e-06 -0.00013038392402773944 1.3380405008580752e-06 1.4189951455969106e-06 2.3375661691477573e-05 -6.25194796484152e-07 -0.00024639551177982512 -1.5602044855654175e-05 7.8964373712049423e-05 4.9230305548478874e-05 -9.1726474917387208e-06 2.5052219387630394e-05 1.7038905575340483e-05 1.5105160876926762e-05 -0.0001251126931201434 6.6108904264539696e-05 -0.00014085913280470185 1.9569956500502563e-06 -2.3729857211242326e-05 6.4938779007067368e-06 2.9519514580296633e-06 0.00019623922492534505 1.2442696432855589e-05 -8.4112978087693286e-06 8.6159827251883843e-05 -0.00033460754735611616 5.630602345514515e-07 -0.00041885519940648881 -4.1519691385852344e-06 -0.00011484267662559434 5.7300912175146734e-05
leaf_weight=30 135 30 61 102 251 117 52 26 89 214 113 282 158 61 42 77 92 129 54 27 73 25 140 172 112 123 124 27 27 33
leaf_count=30 135 30 61 102 251 117 52 26 89 214 113 282 158 61 42 77 92 129 54 27 73 25 140 172 112 123 124 27 27 33
internal_value=0.0004028 0.00224437 0.00123747 -7.83996e-05 -0.00157179 0.000216699 0.00177432 -1.1326e-05 0.00327442 -0.000533334 0.00017465 0.00140439 -0.000119315 -0.000348535 -0.000193605 -0.000337221 -0.000103227 -0.000104047 0.00463889 0.00475862 0.00566423 -0.000355057 0.000132295 0.000785145 -0.00154054 -0.000992249 -0.00171212 -0.000642858 0.00202 0.0068785
internal_weight=2998 611 448 2387 386 2001 246 1755 204 244 1638 308 1330 1217 1156 1114 144 1037 143 163 136 879 503 366 137 376 253 167 199 106
internal_count=2998 611 448 2387 386 2001 246 1755 204 244 1638 308 1330 1217 1156 1114 144 1037 143 163 136 879 503 366 137 376 253 167 199 106
cat_boundaries=0 30 32 33 51 52 65 66 68 70 72 79 81 83 85
cat_threshold=1073741824 1050634 0 134217728 2147491840 0 0 0 0 32768 0 4 2112 1536 268435456 0 0 0 4096 8192 0 0 0 0 0 49152 4 0 524288 4096 0 30720 1247266 268435456 0 67108864 2623488 0 0 0 805306368 65536 0 0 256 0 0 0 0 1073745920 128 51202 2 268435584 0 8192 0 2 0 8192 2048 32 32 0 67108880 98562 0 48 16793600 32 32768 1536 0 1 0 0 0 0 131072 1212768 2 1 20484 0 2052
is_linear=0
shrinkage=0.04


Tree=650
num_leaves=31
num_cat=10
split_feature=8 8 11 6 3 13 2 2 2 4 2 4 5 6 4 9 4 2 1 16 2 2 18 3 8 3 2 2 2 2
split_gain=1.23375 0.599087 0.814535 0.633218 0.574688 0.477109 0.555543 0.468982 0.64407 0.691692 0.541659 0.460662 0.451806 0.435724 0.773898 0.585733 0.488704 0.444502 0.394166 1.09613 0.381158 0.531657 0.380856 0.325911 0.306196 0.286472 0.247147 0.238764 0.563868 0.264516
threshold=0 1 2 3 2019.5000000000002 4 321.00000000000006 73.500000000000014 111.00000000000001 293.00000000000006 1150.0000000000002 13004860000.000002 2.5000000000000004 5 1950.0000000000002 6 40797.000000000007 3.5000000000000004 5.5000000000000009 7 10.500000000000002 37.500000000000007 8 2016.5000000000002 9 2001.5000000000002 203.50000000000003 85.500000000000014 63.500000000000007 47.500000000000007
decision_type=9 9 9 9 10 9 10 8 8 10 8 8 8 9 8 9 8 10 10 1 8 8 9 10 9 8 10 8 10 10
left_child=-1 12 4 5 7 27 11 13 -9 10 26 -7 -2 -3 -15 -16 -17 -18 23 -20 -13 -22 -23 24 -14 -19 -10 28 29 -4
right_child=1 2 3 -5 -6 6 -8 8 9 -11 -12 20 18 14 15 16 17 25 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.9428233755555196e-05 -4.8006902182398928e-06 -9.419740759376728e-06 -2.1534952478313328e-06 -1.3725865806525769e-05 3.0152397598104094e-05 -5.5299359647768361e-05 4.9736227532455387e-05 2.524892895861659e-05 0.00036871122503838167 -0.0005244079049823593 0.00012159132923259126 0.00039843188715450815 8.3583309655753366e-06 -1.8577038739461415e-05 -7.6328959245141908e-06 0.0010391667108696539 6.8037005900022752e-05 2.7840628786604433e-05 4.3083759784361911e-05 -0.00032218760508554074 -0.00031443465339137333 -0.00023246081351903041 5.4441502349859657e-05 -0.0003302518378158661 6.173321568626373e-05 1.5028286837821023e-05 -0.00066289565365231136 -0.00067752639416748589 2.4018820961802634e-05 -0.00017391125224278881
leaf_weight=303 93 398 296 215 62 39 29 63 37 32 48 27 204 51 107 30 33 29 33 25 49 28 66 25 200 212 28 81 51 55
leaf_count=303 93 398 296 215 62 39 29 63 37 32 48 27 204 51 107 30 33 29 33 25 49 28 66 25 200 212 28 81 51 55
internal_value=0.000557287 0.000834022 0.000508425 -0.000363253 0.00122699 0.000213114 0.00163855 0.00101777 0.0027177 0.00123288 0.00270175 0.000971428 0.00196277 0.000603948 0.00142072 0.00202913 0.00286984 0.00241454 0.00248361 0.00555932 0.00187134 0.00102778 0.00277895 0.00205581 0.00233086 0.00180165 0.000303029 -0.000510122 -0.000119108 -0.000693183
internal_weight=2949 2646 2066 936 1130 721 238 1068 208 145 113 209 580 860 462 411 304 274 487 58 170 143 94 429 404 241 65 483 402 351
internal_count=2949 2646 2066 936 1130 721 238 1068 208 145 113 209 580 860 462 411 304 274 487 58 170 143 94 429 404 241 65 483 402 351
cat_boundaries=0 30 60 63 64 65 66 68 69 70 93
cat_threshold=268435456 0 4 0 0 1 0 0 1 0 0 33687552 0 1048576 0 0 0 0 33554432 0 128 0 0 8 0 0 64 0 0 8192 0 2052 0 0 2147483648 0 0 0 0 32768 0 4 2112 512 0 0 0 0 0 8192 256 0 4194304 0 0 16384 0 0 524288 4096 16388 75264 524288 332 6 78 0 16548 2 4 0 2048 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 0 0 4194304
is_linear=0
shrinkage=0.04


Tree=651
num_leaves=31
num_cat=11
split_feature=7 2 12 9 4 8 12 7 8 2 4 2 9 6 2 2 2 2 2 2 2 2 2 4 2 2 12 5 2 12
split_gain=1.38673 0.814217 0.748393 0.749843 0.615228 0.982772 0.601098 0.436546 0.547511 0.403432 0.393071 0.371816 0.356625 0.655168 0.824631 0.530824 0.355902 0.309978 0.624751 0.518638 0.362035 0.582268 0.305404 0.303732 0.287562 0.284203 0.247319 0.242157 0.241799 0.238254
threshold=0 63.500000000000007 1 2 120418.00000000001 3 4 5 6 40.500000000000007 355.00000000000006 79.500000000000014 7 8 5.5000000000000009 39.500000000000007 37.500000000000007 898.00000000000011 100.50000000000001 59.500000000000007 28.500000000000004 15.500000000000002 74.500000000000014 12000.000000000002 5.5000000000000009 94.500000000000014 9 1.5000000000000002 3.5000000000000004 10
decision_type=9 10 9 9 8 9 9 9 9 10 10 10 9 9 8 8 10 10 8 10 10 10 10 8 10 10 9 10 10 9
left_child=6 2 3 16 -3 11 -1 -4 24 23 17 -6 28 15 -15 26 -2 18 19 20 21 -8 -7 -5 -9 -13 -14 -28 -10 -24
right_child=1 4 7 9 5 22 10 8 12 -11 -12 25 13 14 -16 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.0662403292944135e-05 -0.00016899666667809414 6.2454590935659478e-05 -1.1470603866628228e-05 1.9993439419451329e-05 7.707938952475483e-05 2.9509042007806621e-05 1.4479021188494987e-05 6.6164036938492696e-06 4.2310499922875638e-05 -0.00043353316758819359 -2.4110627454118693e-05 5.1383304679480171e-05 -4.9223495480987022e-06 -6.5622859207462736e-05 4.9060808188094743e-05 -6.0797410042567894e-05 6.7995778498936647e-07 6.2716372085870088e-06 0.00015204098100020283 -0.00010854518153286246 3.2318484279275316e-05 -1.0642410505529086e-05 -1.2152993921335964e-05 1.6977636898317253e-06 -0.00018508078053450322 1.2209465851611008e-05 3.1095122984578128e-05 -0.00051425188841122834 -0.00061060350170000081 1.1219072538662184e-06
leaf_weight=104 411 42 252 45 37 38 94 28 42 30 48 33 105 44 166 136 83 29 67 31 37 39 104 247 82 40 247 29 82 149
leaf_count=104 411 42 252 45 37 38 94 28 42 30 48 33 105 44 166 136 83 29 67 31 37 39 104 247 82 40 247 29 82 149
internal_value=0.000600957 0.000222311 -0.000116257 -0.00104474 0.00177477 0.00128358 0.00261739 0.000513071 0.000901234 0.000456456 0.00342697 0.00429752 0.00124826 0.00158807 0.00343891 0.000780302 -0.00201188 0.00406711 0.00449071 0.00334653 0.00421053 0.00319403 -1.3246e-05 0.000928327 -0.00165289 0.00632432 0.00156021 0.00214634 -0.000711112 -0.000519686
internal_weight=2921 2472 2029 816 443 401 449 1213 961 322 345 110 851 727 210 517 494 297 268 201 170 133 291 292 110 73 381 276 124 253
internal_count=2921 2472 2029 816 443 401 449 1213 961 322 345 110 851 727 210 517 494 297 268 201 170 133 291 292 110 73 381 276 124 253
cat_boundaries=0 17 19 21 44 45 62 92 94 95 96 97
cat_threshold=131075 128 33554432 8192 0 2 0 0 33556480 268435504 32800 320 67108992 0 0 0 16 67242274 2 0 10244 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 17960192 0 1 68157440 4 0 0 131072 0 0 0 0 0 0 0 0 0 4096 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 16384 0 0 0 4096 0 8212 408 9280 65858
is_linear=0
shrinkage=0.04


Tree=652
num_leaves=31
num_cat=7
split_feature=7 12 12 8 8 2 2 4 9 4 2 2 0 0 4 2 2 5 2 7 2 5 2 0 0 0 2 2 2 4
split_gain=1.36617 0.969642 0.746002 0.576088 0.444875 0.615332 0.777269 0.590708 0.530435 1.1433 0.465273 0.444687 0.371202 0.342349 0.409223 0.340728 0.324025 0.346648 0.309787 0.308567 0.28898 0.316504 0.278945 0.591358 0.268706 0.353938 0.233935 0.232198 0.558637 0.229483
threshold=0 1 2 3 4 83.500000000000014 7.5000000000000009 10087555000.000002 5 2050.0000000000005 229.00000000000003 104.50000000000001 23.500000000000004 42.710000000000008 3841755000.0000005 67.500000000000014 42.500000000000007 1.5000000000000002 106.50000000000001 6 11.500000000000002 1.0000000180025095e-35 20.500000000000004 35.600000000000009 31.500000000000004 40.250000000000007 13.500000000000002 20.500000000000004 15.500000000000002 16098220000.000002
decision_type=9 9 9 9 9 10 10 8 9 10 10 10 10 10 8 10 10 8 8 9 8 10 8 10 10 10 10 8 10 8
left_child=2 3 11 24 5 6 -3 -8 9 20 13 -1 -9 16 -15 27 17 -10 -17 -4 21 -6 -19 -24 -2 -26 -22 28 -5 -16
right_child=1 4 19 15 8 -7 7 12 10 -11 -12 -13 -14 14 29 18 -18 22 -20 -21 26 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.2252751542520971e-06 3.8286969113222985e-05 0.0001191610408116376 -3.7382303275557574e-06 -2.2932467925650962e-05 8.6516436672378713e-05 2.534994538508035e-05 -0.00057261929697815107 9.3537786001629552e-06 7.8733925862332446e-05 2.7943567242681832e-05 6.1654660127089659e-05 4.3915958208559572e-05 7.1598315285767723e-05 -3.43098399790826e-05 9.0665536696539898e-05 1.429270486362108e-05 -1.8886538599730166e-05 -9.2787220677811417e-06 -8.019628868244766e-05 -3.8862605520757824e-05 -0.0011771707517807557 -2.6789769285261978e-05 0.00012618016751681033 3.238127884108515e-06 -8.1519842082273245e-06 0.00023100421940241419 1.0469287014578592e-05 -3.280945687190413e-05 4.1893387857536602e-05 4.1235038278678947e-05
leaf_weight=549 27 79 111 181 65 31 40 79 26 38 45 71 75 25 26 45 109 276 66 279 28 29 40 97 54 25 92 206 39 101
leaf_count=549 27 79 111 181 65 31 40 79 26 38 45 71 75 25 26 45 109 276 66 279 28 29 40 97 54 25 92 206 39 101
internal_value=0.000644331 0.00126036 -0.000548483 -1.83496e-05 0.00188719 0.00325079 0.00272993 0.00135385 0.00144048 0.00301141 0.000873015 0.000316956 0.00247742 0.000627674 0.00230065 -0.000562045 0.00016029 0.000645454 0.00139286 -0.00189526 0.00197209 0.00362105 0.000357487 0.00182609 0.00252991 0.00155 0.000661156 -0.00108665 -0.000180996 0.00321875
internal_weight=2954 1944 1010 643 1301 304 273 194 997 252 745 620 154 700 152 537 548 439 111 390 214 94 413 137 106 79 120 426 220 127
internal_count=2954 1944 1010 643 1301 304 273 194 997 252 745 620 154 700 152 537 548 439 111 390 214 94 413 137 106 79 120 426 220 127
cat_boundaries=0 18 19 21 51 80 82 99
cat_threshold=16384 268435585 68157440 2621956 524288 8258 33685504 541065216 65536 134217728 0 384 0 0 0 0 1073741968 896 17960288 1141056 32 0 8 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 4096 0 0 0 0 256 0 0 0 0 0 0 0 524288 4096 0 2048 0 134217728 2147483648 0 262144 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 1073741824 4228 0 1 1048576 0 0 0 0 0 65536 0 0 128 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=653
num_leaves=31
num_cat=9
split_feature=7 12 8 5 0 3 12 4 10 12 2 6 2 4 4 0 2 2 2 3 12 0 6 0 2 3 4 2 2 2
split_gain=1.3435 1.63645 0.722433 0.621154 0.574677 0.719924 0.63362 0.72107 0.556361 0.741237 0.709305 0.559807 0.355448 0.831507 0.642118 0.537747 0.333975 0.524139 0.326928 0.343177 0.339884 0.295631 0.283273 0.375008 0.302412 0.267166 0.264009 0.294822 0.34847 0.262141
threshold=0 1 2 3.5000000000000004 42.710000000000008 2019.5000000000002 3 9330535000.0000019 4 5 647.00000000000011 6 66.500000000000014 37073800000.000008 16829230000.000002 40.250000000000007 101.50000000000001 80.500000000000014 51.500000000000007 2006.5000000000002 7 35.850000000000009 8 39.07500000000001 41.500000000000007 2000.5000000000002 3215.5000000000005 4.5000000000000009 13.500000000000002 119.00000000000001
decision_type=9 9 9 8 10 8 9 8 9 9 8 9 8 8 8 10 10 8 10 10 9 10 9 10 10 10 8 10 10 8
left_child=1 -1 -2 -3 8 -6 -7 -8 25 11 22 -10 14 -14 -5 16 17 -15 19 20 -16 -22 23 -11 -25 -4 -13 -28 -29 -9
right_child=2 3 4 12 5 6 7 29 9 10 -12 26 13 15 18 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-6.1208850726149087e-05 -9.8141388098292481e-06 3.0659146742766531e-05 -4.2597002880083608e-05 3.8619115191083598e-05 -0.0012609566655174876 1.5172097151784281e-05 -1.0718984791965328e-05 8.5525335305445524e-05 1.5978571149727844e-06 -8.12633939347336e-05 3.9841363717508802e-05 -5.6406412191802016e-06 -3.6400453456759775e-05 3.9022142404002293e-05 2.7795815384063627e-05 -9.4551597120984124e-05 0.00014541474328284924 5.8829874865867463e-05 -5.8739664784823735e-05 -0.00021836958409529733 2.8596344511160012e-05 -0.00097187536934410974 -3.1611427861462839e-05 1.9473407558339133e-05 -2.3052401729417444e-05 5.9819089892275721e-06 8.041227816581009e-06 8.1428189547877835e-05 0.00034457912776191218 0.00010631933083524467
leaf_weight=119 387 63 111 47 28 104 33 71 435 43 56 26 34 25 117 33 45 38 32 39 81 44 480 148 40 33 45 51 127 32
leaf_count=119 387 63 111 47 28 104 33 71 435 43 56 26 34 25 117 33 45 38 32 39 81 44 480 148 40 33 45 51 127 32
internal_value=0.000556603 0.00204945 7.07642e-05 0.00290312 0.000399145 0.00211152 0.00282158 0.00446258 0.000112781 0.00035294 -0.000498716 0.00130072 0.0025 0.00397727 0.00177285 0.00532394 0.0066789 0.0085625 0.00110828 0.0015461 0.00210699 0.000441176 -0.000848316 0.000314049 0.00110053 -0.00216774 0.00278461 0.00333928 0.00406704 0.00642308
internal_weight=2967 717 2250 598 1863 268 240 136 1595 1451 767 684 535 175 360 141 108 63 313 281 242 125 711 231 188 144 249 223 178 103
internal_count=2967 717 2250 598 1863 268 240 136 1595 1451 767 684 535 175 360 141 108 63 313 281 242 125 711 231 188 144 249 223 178 103
cat_boundaries=0 17 18 45 46 47 49 50 51 52
cat_threshold=268435459 16 33562624 0 2 0 0 139264 33556480 402661376 32768 448 144 0 0 32 128 17826080 1342177280 8 0 134217728 0 1 262144 2147483648 1 0 0 0 0 1048576 0 4096 0 0 33558528 0 128 0 0 0 0 0 64 98400 17 85000544 32 90 114690 400
is_linear=0
shrinkage=0.04


Tree=654
num_leaves=31
num_cat=8
split_feature=7 1 2 0 7 5 12 8 0 0 2 2 2 2 2 6 2 2 0 3 2 3 1 2 15 0 8 12 2 2
split_gain=1.16171 0.711874 0.950964 0.758396 0.651918 0.633358 0.422367 0.717698 0.676391 0.392595 0.408639 0.373378 0.35426 0.351252 0.297151 0.504388 0.927732 0.617659 0.549227 0.323298 0.268517 0.323031 0.256632 0.247431 0.231915 0.779487 0.573228 0.531077 0.410872 0.989341
threshold=0 4.5000000000000009 18.500000000000004 39.07500000000001 1 1.0000000180025095e-35 2 3 50.425000000000004 24.500000000000004 63.500000000000007 70.500000000000014 37.500000000000007 321.00000000000006 78.500000000000014 4 86.500000000000014 229.00000000000003 42.710000000000008 2019.5000000000002 12.500000000000002 2018.5000000000002 4.5000000000000009 68.500000000000014 5 16.750000000000004 6 7 19.500000000000004 27.500000000000004
decision_type=9 10 10 10 9 10 9 9 8 10 10 8 10 10 8 9 10 10 10 10 10 8 10 10 9 10 9 9 10 10
left_child=1 2 3 -1 9 11 13 -8 14 10 -2 12 20 -6 19 16 -16 -18 22 23 21 -3 -17 24 25 -9 -27 -26 -28 -30
right_child=4 5 -4 -5 6 -7 7 8 -10 -11 -12 -13 -14 -15 15 18 17 -19 -20 -21 -22 -23 -24 -25 27 26 28 -29 29 -31
leaf_value=5.2418923437848986e-05 -8.1060120179825577e-05 -0.00032831955512592812 8.7935979244899972e-06 3.36978756790024e-05 -5.1656032662576106e-06 3.2401626580784623e-05 -1.2760991557717762e-05 0.00027384185268491826 5.0818461271876646e-05 -1.3398331081219197e-05 0.00032212459522622825 -4.441603026928088e-05 2.9568382987040921e-05 6.2353621080983021e-05 5.0769403946643551e-05 -0.00024720867926913612 -3.3007873438898176e-06 5.6084224429856285e-05 0.00013202638948910645 4.2459833876591341e-05 -0.00016416523559707231 3.470728502509404e-05 -4.7480683495198781e-06 -0.00072323320395542307 1.7046474724532497e-05 -0.00056174447086841618 1.7306343504329218e-06 -0.00013866918279474129 0.00010728123286676339 -2.9779831130614998e-05
leaf_weight=34 57 28 51 40 847 50 103 108 33 231 27 103 28 37 26 34 41 35 37 45 66 59 64 35 111 101 240 145 54 65
leaf_count=34 57 28 51 40 847 50 103 108 33 231 27 103 28 37 26 34 41 35 37 45 66 59 64 35 111 101 240 145 54 65
internal_value=0.00048365 0.00230638 0.00492063 0.00778667 0.000135102 0.00138507 0.000384898 0.000847825 0.00113418 -0.00153374 0.00075294 0.000645613 0.00173626 -0.000286034 0.000977232 0.00223529 0.00417699 0.00228571 0.000410958 0.000645303 0.000961038 0.00240909 -0.00113131 0.000469766 0.000610908 0.00105009 0.000347071 -0.000389514 0.00109189 0.00303333
internal_weight=2935 459 125 74 2476 334 2161 1277 1174 315 84 284 181 884 1141 237 102 76 135 904 153 87 98 859 824 568 460 256 359 119
internal_count=2935 459 125 74 2476 334 2161 1277 1174 315 84 284 181 884 1141 237 102 76 135 904 153 87 98 859 824 568 460 256 359 119
cat_boundaries=0 17 35 37 61 62 63 86 87
cat_threshold=268435459 128 33562624 0 2 134217728 0 536870912 33554432 134225936 0 0 144 268435456 0 0 4240 0 16 68157440 2359812 0 64 0 8192 0 32 0 0 0 0 0 32 1073741824 128 85002496 34 16 8 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 4194304 8 328 2215116800 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 16386
is_linear=0
shrinkage=0.04


Tree=655
num_leaves=31
num_cat=14
split_feature=8 12 7 9 2 2 7 2 2 12 12 7 2 9 2 2 2 9 3 15 2 12 6 2 2 5 2 12 2 2
split_gain=1.4798 1.29667 0.881291 0.853595 0.952482 0.774514 0.685647 0.64256 0.612621 0.384843 0.366681 0.317169 0.286752 0.322341 0.281253 0.354917 0.303115 0.279579 0.740853 0.473992 0.410184 0.409757 0.634807 0.625202 0.985069 0.5614 0.382111 0.288641 0.567571 0.649689
threshold=0 1 2 3 2.5000000000000004 15.500000000000002 4 29.500000000000004 69.500000000000014 5 6 7 12.500000000000002 8 38.500000000000007 23.500000000000004 145.50000000000003 9 2016.5000000000002 10 129.50000000000003 11 12 17.500000000000004 38.500000000000007 2.5000000000000004 29.500000000000004 13 16.500000000000004 8.5000000000000018
decision_type=9 9 9 9 10 8 9 10 10 9 9 9 8 9 8 10 8 9 10 9 10 9 9 10 10 8 10 9 8 10
left_child=1 5 -2 -3 -5 -1 7 -4 -9 -6 12 -12 -8 14 15 -14 -16 -13 19 20 27 26 23 -23 -25 -24 -21 28 29 -19
right_child=2 3 6 4 9 -7 10 8 -10 -11 11 17 13 -15 16 -17 -18 18 -20 21 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=3.0829931038266796e-06 -0.00022644428422521134 -2.4294302605714722e-05 2.6611374035899431e-05 0.00015751522057575734 2.4184871930633808e-05 0.00011284957816822384 3.3983333360311119e-06 -0.00055861284693040731 3.5160215894949937e-05 -1.3283790956567781e-05 -2.2133599689667993e-05 -1.102947729805237e-06 -6.7282090352279312e-05 -2.3357638556406106e-05 -0.00033682084300152459 0.00033770286380753733 4.4817399992782834e-05 -2.5095215025843207e-05 5.1316205765006773e-05 -6.5788557475998538e-05 5.7032764002901083e-05 0.00029118629739525575 2.2275265061274639e-05 -0.00033128285122633184 2.273186587474823e-05 -4.1929271915998355e-05 0.00034979561706586495 -3.8604586191778303e-05 -0.00018243166171648503 0.0016257263618111814
leaf_weight=41 113 143 134 63 205 75 212 41 63 117 211 249 26 337 34 29 28 42 33 71 36 67 61 29 62 78 43 151 133 31
leaf_count=41 113 143 134 63 205 75 212 41 63 117 211 249 26 337 34 29 28 42 33 71 36 67 61 29 62 78 43 151 133 31
internal_value=0.000435281 0.00211298 -4.12913e-05 0.00120223 0.00217172 0.00579527 0.000142856 0.00212048 -0.000152382 0.00133746 -0.000107397 0.000284403 -0.00086263 -0.00144176 0.000406249 0.0025 -0.00139683 0.000561531 0.000910376 0.000675775 -0.000326734 0.00160189 0.00237662 0.00407101 0.00213043 0.000293332 -0.000448001 -0.000748604 0.000258064 0.00308108
internal_weight=2958 644 2314 528 385 116 2201 238 104 322 1963 1297 666 454 117 55 62 1086 837 804 393 411 297 158 91 139 114 357 206 73
internal_count=2958 644 2314 528 385 116 2201 238 104 322 1963 1297 666 454 117 55 62 1086 837 804 393 411 297 158 91 139 114 357 206 73
cat_boundaries=0 30 31 48 50 66 67 69 79 81 83 84 85 86 88
cat_threshold=1342177280 1050630 4 134217728 2147483648 0 0 2147483648 0 32768 0 4 8192 512 0 0 0 0 0 10240 2147483904 0 0 0 0 49152 0 0 0 4096 24640 0 16 536870912 2097664 524288 134217728 0 268435456 0 0 32 0 0 0 0 0 1073741824 0 12292 268435458 128 1140858880 0 0 64 33554432 8192 33554432 0 0 0 67108880 0 0 32 101634 2338 2 0 1 0 4 0 0 0 0 67584 134217728 0 28800 0 24724 68157440 68158528 12 1131584 32
is_linear=0
shrinkage=0.04


Tree=656
num_leaves=31
num_cat=8
split_feature=7 7 0 8 3 3 2 3 3 2 8 7 11 0 13 2 0 2 5 3 2 2 9 2 0 2 4 2 2 2
split_gain=1.50897 0.735406 0.656241 0.679488 0.596542 0.569165 0.549136 0.526002 0.480688 0.454657 0.447602 0.413505 0.390231 0.439692 0.511623 1.02638 0.37905 0.369373 0.37958 0.341422 0.517587 0.508565 0.307803 0.320435 0.502312 0.291136 0.260069 0.239454 0.236457 0.199506
threshold=0 1 47.750000000000007 2 1988.5000000000002 2015.5000000000002 8.5000000000000018 2012.5000000000002 2001.5000000000002 30.500000000000004 3 4 5 10.500000000000002 6 66.500000000000014 18.500000000000004 38.500000000000007 1.0000000180025095e-35 2007.5000000000002 8.5000000000000018 3.5000000000000004 7 22.500000000000004 35.850000000000009 6.5000000000000009 6373145000.000001 11.500000000000002 64.500000000000014 63.500000000000007
decision_type=9 9 8 9 8 10 8 10 8 8 9 9 9 10 9 10 10 8 10 8 10 8 9 10 10 10 10 10 8 10
left_child=7 26 3 5 -5 8 -4 9 -3 -1 -6 -12 25 -14 15 16 -15 19 -19 -13 21 -21 23 24 -22 -10 29 -26 -8 -2
right_child=1 2 6 4 10 -7 28 -9 12 -11 11 17 13 14 -16 -17 -18 18 -20 20 22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=3.3841571698166282e-05 -2.1036131091884316e-05 6.2356643203870886e-05 3.8306156160551642e-05 0.00024819917642769233 -0.00014074073517709681 4.2045185384221166e-05 -1.9023312374339591e-05 -0.00028897610773172418 1.1087496656362749e-05 2.4165920503343535e-05 -9.4022083233624273e-05 -0.00017371334703367766 -0.00045810849004252391 -1.096841935060803e-05 1.2088446429491802e-05 0.00010826159269777092 0.00010432301218574041 -8.780282958311896e-06 7.5473505660909643e-05 1.3353951580990058e-05 -0.00024008709145359672 -0.00038286727724410756 1.8651696854061675e-06 7.9418053730905444e-05 0.002494527932452033 -1.8905888205430381e-05 9.6741126302502234e-06 1.2134580492351964e-05 5.9584519792248175e-05 -2.0930467900618845e-06
leaf_weight=137 329 28 35 31 110 36 54 27 55 157 208 54 69 67 236 30 39 289 44 94 28 124 184 38 30 192 25 65 29 95
leaf_count=137 329 28 35 31 110 36 54 27 55 157 208 54 69 67 236 30 39 289 44 94 28 124 184 38 30 192 25 65 29 95
internal_value=0.000219047 -0.000103462 0.000203669 3.70361e-05 -0.000516031 0.000985582 0.00309244 0.00275904 0.000747558 0.00333559 -0.000655635 -0.000403765 0.000534106 0.00123009 0.00180161 0.00364626 0.00201869 -4.16243e-05 -0.00111377 0.000537216 0.000829786 -0.000694065 0.00179191 0.003 0.00216129 -0.000728683 -0.00155652 0.00354167 0.00128571 -0.00182588
internal_weight=2939 2618 2169 2051 1299 752 118 321 716 294 1268 1158 688 441 372 136 106 950 333 617 563 218 345 161 123 247 449 95 83 424
internal_count=2939 2618 2169 2051 1299 752 118 321 716 294 1268 1158 688 441 372 136 106 950 333 617 563 218 345 161 123 247 449 95 83 424
cat_boundaries=0 17 35 64 91 100 102 103 105
cat_threshold=268566528 128 33554432 10240 2 0 4194304 8192 0 16 32768 384 0 0 0 0 1073741952 1 0 68165632 524292 0 64 0 268435456 0 134217760 32 2097216 16 268435456 67108864 0 4112 128 1342177280 4 0 0 2147483648 0 0 2147483648 0 0 0 131076 2048 0 0 0 0 0 0 2048 128 0 16777216 0 0 268435456 4 0 524288 16 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 8 0 16384 64 2 16 536870912 0 0 0 131072 0 67584 16388 2147483648 12 0 2208
is_linear=0
shrinkage=0.04


Tree=657
num_leaves=31
num_cat=8
split_feature=7 12 4 12 7 11 2 2 12 2 4 3 3 1 0 1 0 3 3 3 2 2 12 6 0 2 0 4 2 2
split_gain=1.78441 0.887349 0.540561 0.449112 0.526249 0.460813 0.463986 0.44607 0.433988 0.552767 0.522883 0.415181 0.552568 0.434942 0.409491 0.658954 0.515517 0.427111 0.391668 0.358175 0.344562 0.326713 0.277763 0.300163 0.241631 0.235836 0.224394 0.221806 0.288451 0.186595
threshold=0 1 3550.0000000000005 2 3 4 416.00000000000006 131.00000000000003 5 81.500000000000014 7729560000.000001 2018.5000000000002 2004.5000000000002 3.5000000000000004 42.710000000000008 5.5000000000000009 35.850000000000009 2006.5000000000002 2003.5000000000002 1992.5000000000002 46.500000000000007 37.500000000000007 6 7 31.500000000000004 39.500000000000007 16.750000000000004 293.00000000000006 92.500000000000014 67.500000000000014
decision_type=9 9 10 9 9 9 10 8 9 8 8 10 10 10 8 8 10 10 10 10 8 10 9 9 8 10 10 10 10 10
left_child=1 18 14 11 -5 20 7 8 19 10 -10 12 13 21 15 16 -3 25 -1 -7 -6 -2 23 29 -9 -18 -15 28 -28 -12
right_child=3 2 -4 4 5 6 -8 24 9 -11 22 -13 -14 26 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.8763497053243344e-05 1.297786142666811e-05 2.1413177039458878e-05 0.0002467514664838153 -2.7250493421041505e-05 -0.0005599524563451025 -0.00019514686701583209 4.3467203832335765e-05 1.2229092107208383e-05 -2.1302173127765908e-05 2.8636023933368828e-05 1.1649509585330342e-05 -3.4541872941345396e-05 6.8560588600969039e-05 -0.00050111943375800603 -0.0002288414649054826 -2.3089208585421324e-05 2.5360454632472498e-05 5.5828411953192372e-06 1.661070305738009e-05 1.1621824854866911e-05 -5.8899947691894121e-06 0.00031164997724344209 1.4501850587012494e-06 0.00023664349605118887 -0.00018256897546980484 0.00013257223518301143 1.3809781056821322e-05 -0.00062005808480284936 -9.0552419712706304e-06 1.4627734172339047e-05
leaf_weight=75 63 27 33 255 82 113 31 32 155 84 225 26 25 82 27 42 50 35 25 25 117 29 705 107 115 35 206 28 39 25
leaf_count=75 63 27 33 255 82 113 31 32 155 84 225 26 25 82 27 42 50 35 25 25 117 29 705 107 115 35 206 28 39 25
internal_value=0.000263103 0.0029 0.00416923 -0.000106978 -0.000366956 -0.000122606 0.00010565 1.0081e-05 0.000224999 0.000454267 0.000239736 0.000958742 0.00125158 0.000919642 0.00357604 0.00423158 0.00548649 0.00429752 -0.000360361 -0.0018255 -0.00188572 0.00335484 0.000556913 0.00144565 -0.00208108 0.00581395 0.000280898 0.000832116 0.00121951 0.000613026
internal_weight=2918 349 249 2569 2071 1816 1617 1586 1439 1301 1217 498 472 447 216 189 147 120 100 138 199 92 1062 357 147 85 355 273 245 250
internal_count=2918 349 249 2569 2071 1816 1617 1586 1439 1301 1217 498 472 447 216 189 147 120 100 138 199 92 1062 357 147 85 355 273 245 250
cat_boundaries=0 13 14 16 33 36 37 38 39
cat_threshold=268435458 128 33562624 0 65536 2 0 0 33556480 402653184 40960 256 16 17858880 16793600 34 131073 0 1610612736 524292 0 8192 0 0 0 0 0 0 0 268435456 0 0 1073745936 16385 2148532224 524288 67109120 1123328 408
is_linear=0
shrinkage=0.04


Tree=658
num_leaves=31
num_cat=12
split_feature=7 12 17 8 12 12 0 7 0 1 7 4 5 1 17 12 1 4 17 5 0 1 0 5 0 0 9 0 0 0
split_gain=1.74618 0.999197 0.824443 0.626055 0.605387 0.580854 0.494217 0.46752 0.669976 0.454348 0.442255 0.391275 0.368452 0.367205 0.358824 0.361777 0.305701 0.257841 0.429152 0.293932 0.233049 0.229947 0.229183 0.32331 0.228762 0.223571 0.221045 0.311887 0.190214 0.137696
threshold=0 1 2 3 4 5 47.750000000000007 6 37.250000000000007 5.5000000000000009 7 6789.5000000000009 1.5000000000000002 4.5000000000000009 8 9 3.5000000000000004 38266465000.000008 10 1.5000000000000002 12.250000000000002 4.5000000000000009 39.07500000000001 1.0000000180025095e-35 33.175000000000004 16.750000000000004 11 32.500000000000007 40.675000000000004 39.07500000000001
decision_type=9 9 9 9 9 9 10 9 10 10 9 10 8 10 9 9 10 8 9 8 10 10 10 10 10 10 9 10 8 10
left_child=1 25 22 5 6 21 17 -7 -9 10 16 12 -12 -4 -14 20 -6 -5 19 -19 -16 -2 -3 -24 -23 -1 -20 -28 -11 -15
right_child=3 2 13 4 9 7 -8 8 -10 28 11 -13 14 29 15 -17 -18 18 26 -21 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.8037205104436589e-05 0.00013314635532175279 1.357827774282385e-05 3.636267923518855e-05 -0.00039676919374524445 1.172480948523012e-05 -7.6601901411957684e-05 6.1407229306864882e-05 6.6707565773155685e-05 1.0117195327411179e-06 4.659456570441364e-05 3.6636778660174919e-05 -3.366609468903044e-05 -0.00019785492502351622 4.9706655845081528e-07 0.00074890883584531414 -1.6865798513977426e-05 5.3944117493790634e-05 -2.2122423694448354e-05 -5.9096297161059422e-05 6.4262611857458866e-05 7.9892027924363461e-06 0.00010487673066178649 2.2886481150333339e-05 3.8810908359609755e-05 2.2702975536622698e-05 -5.827925688451542e-06 1.3250456232019799e-05 -2.2200558209545191e-05 -1.0120769658231557e-06 1.5408313938026988e-05
leaf_weight=28 26 42 31 100 27 106 30 49 140 131 79 62 188 69 34 242 83 26 396 87 325 30 51 33 69 116 32 97 49 100
leaf_count=28 26 42 31 100 27 106 30 49 140 131 79 62 188 69 34 242 83 26 396 87 325 30 51 33 69 116 32 97 49 100
internal_value=0.000544633 0.00274428 0.00396439 0.000102521 -0.000196099 0.00148492 -0.00106804 0.000457515 0.00162 0.000357432 3.84236e-05 -0.000255049 -3.68249e-05 0.00208531 -0.000298735 0.000189542 0.00231405 -0.00128823 -0.000989046 0.00119355 0.000983783 0.00367647 0.00654015 0.00828235 0.00484 -0.000103227 -0.00145522 2.85705e-05 0.00220994 0.00143529
internal_weight=2878 470 326 2408 1988 420 768 295 189 1220 1040 930 868 200 789 601 110 738 638 113 359 125 126 84 99 144 525 129 180 169
internal_count=2878 470 326 2408 1988 420 768 295 189 1220 1040 930 868 200 789 601 110 738 638 113 359 125 126 84 99 144 525 129 180 169
cat_boundaries=0 17 19 20 41 43 44 53 70 71 72 73 75
cat_threshold=268566530 128 100663296 8320 65536 66 0 0 33556480 8192 32768 64 144 268435456 0 0 1073741824 1051648 32 11 0 4 0 134217728 0 0 0 0 0 0 0 131072 10240 512 0 0 0 0 0 8192 384 141664 32 82016 0 0 0 0 32 0 0 537001984 65536 0 0 1048576 0 0 0 0 0 65536 134217728 0 0 0 0 0 0 4112 26 50178 56 0 6272
is_linear=0
shrinkage=0.04


Tree=659
num_leaves=31
num_cat=15
split_feature=7 12 7 8 12 0 1 3 8 9 4 1 0 0 11 12 12 11 0 0 1 1 1 12 7 12 4 0 12 3
split_gain=1.5855 0.975386 0.920272 0.833978 0.740753 0.445874 0.404289 0.421463 0.375163 0.387792 0.645641 0.681313 0.400606 0.440057 0.392416 0.474878 0.446784 0.431142 0.75205 0.344419 1.18858 0.4802 0.327342 0.262037 0.235424 0.204694 0.197433 0.194291 0.189054 0.173838
threshold=0 1 2 3 4 38.57500000000001 3.5000000000000004 2003.5000000000002 5 6 8400.0000000000018 5.5000000000000009 47.750000000000007 52.740000000000002 7 8 9 10 30.500000000000004 36.400000000000006 4.5000000000000009 4.5000000000000009 1.5000000000000002 11 12 13 1104.0000000000002 16.750000000000004 14 1992.5000000000002
decision_type=9 9 9 9 9 10 10 8 9 9 8 8 8 8 9 9 9 9 10 10 10 10 10 9 9 9 8 10 9 10
left_child=1 6 -2 4 5 -4 -1 -8 -5 10 -10 -12 14 -14 15 24 -16 28 -19 20 -3 -21 -18 -20 27 -24 -26 -11 -17 -23
right_child=2 19 3 8 -6 -7 7 -9 9 12 11 -13 13 -15 16 17 22 18 23 21 -22 29 25 -25 26 -27 -28 -29 -30 -31
leaf_value=3.62736076457934e-05 -3.6244478186580889e-05 0.00010223101251149049 -3.2501001228729058e-06 -2.6496251780043431e-05 -1.1955874227667454e-06 2.6460948419206493e-05 3.8203380546545955e-05 -2.7607048050083964e-05 0.00051481984870986879 3.4675365505950575e-05 -1.6118984647906922e-05 2.2291612041360464e-05 0.00010212996629145448 -0.00013028536595067862 -6.8511296909569571e-05 6.6559448893700354e-06 5.334942606056465e-06 6.133239642814426e-05 2.0510059384257913e-05 -0.0020520220620065376 3.6915024617389759e-05 3.0493044967431276e-05 -0.00010809646769063847 1.4267594142446197e-06 -0.0016174387627698212 1.4029359155770955e-06 -3.1122655261800914e-06 -1.0161433985636271e-05 -1.8651266918608145e-05 2.0573937041029088e-05
leaf_weight=51 206 29 28 243 110 108 31 102 37 37 150 67 35 25 118 116 80 58 110 26 36 65 102 164 33 124 388 80 150 30
leaf_count=51 206 29 28 243 110 108 31 102 37 37 150 67 35 25 118 116 80 58 110 26 36 65 102 164 33 124 388 80 150 30
internal_value=0.000531972 0.00293963 0.000172092 0.000399325 0.00255253 0.00446258 0.000738461 -0.000388061 0.000137217 0.000331034 0.00175094 0.000972476 9.80984e-05 0.00327869 -2.56256e-05 0.000362684 -0.00104828 0.00112972 0.0020758 0.00495431 0.00757576 0.00390164 -0.000201894 0.00125091 -0.000495447 -0.000986785 -0.000935186 0.00103125 -8.66435e-05 0.00520833
internal_weight=2939 370 2569 2363 246 136 184 133 2117 1874 254 217 1620 60 1560 1136 424 598 332 186 65 121 306 274 538 226 421 117 266 95
internal_count=2939 370 2569 2363 246 136 184 133 2117 1874 254 217 1620 60 1560 1136 424 598 332 186 65 121 306 274 538 226 421 117 266 95
cat_boundaries=0 18 19 31 60 62 92 94 96 97 99 100 102 111 113 114
cat_threshold=268566531 268435584 33562624 0 0 0 33554432 0 33554432 0 32800 0 128 268435456 0 0 4224 256 17844546 16384 0 536870912 2621440 32 0 0 805306368 0 32 8192 2097152 1073741824 2050 0 0 0 1 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 4194304 0 0 1073758208 0 0 524288 67650 32 268435472 4 0 0 0 0 0 2147483648 0 0 0 2048 0 0 0 4096 0 0 0 0 0 0 0 8 0 32768 64 0 0 4096 1 12288 16420 66560 44290 1247264 2 32 16777312 2 0 1 1048576 0 0 0 131072 0 2048 16777474 32 83902560
is_linear=0
shrinkage=0.04


Tree=660
num_leaves=31
num_cat=12
split_feature=7 8 12 2 4 0 2 0 2 12 7 1 12 6 2 0 2 2 2 2 2 4 9 2 17 6 2 12 12 2
split_gain=1.14277 0.733054 0.596623 0.601079 0.487805 0.484392 1.24467 0.911046 0.468737 0.458052 0.435555 0.433139 0.415239 0.355501 0.469358 0.417683 0.3474 0.337191 0.661464 0.305069 0.571752 0.503841 0.308334 0.446756 0.370165 0.484918 0.678289 0.405297 0.345001 0.323383
threshold=0 1 2 68.500000000000014 8.0000000000000018 38.20000000000001 199.50000000000003 20.500000000000004 332.00000000000006 3 4 3.5000000000000004 5 6 38.500000000000007 16.750000000000004 45.500000000000007 11.500000000000002 4.5000000000000009 95.500000000000014 83.500000000000014 7049.5000000000009 7 6.5000000000000009 8 9 3.5000000000000004 10 11 42.500000000000007
decision_type=9 9 9 8 10 10 8 8 10 9 9 10 9 9 10 10 8 10 10 10 10 10 9 8 9 9 8 9 9 8
left_child=8 9 3 13 5 7 -7 -5 11 -2 12 -1 -4 14 -3 -15 -11 18 -17 20 21 22 24 -24 -12 28 -27 -28 -26 -30
right_child=1 2 10 4 -6 6 -8 -9 -10 16 19 -13 -14 15 -16 17 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=9.504627927207931e-05 -0.00026217539298942628 -0.00021236528032588228 1.4831121757363116e-05 5.624497733605664e-05 -1.0764007323635048e-05 5.1982185532344091e-05 0.00012636717489691889 -6.908868043562012e-05 -3.7410815777305661e-05 -2.5303168180004304e-05 -7.9122598826737931e-05 1.837345752919298e-05 -1.4562569410931872e-05 -2.3461863586585723e-06 4.280278569074812e-05 -0.00021319178223323104 9.4326774141347036e-06 2.0045484324977854e-05 2.3963839965299678e-05 -1.1741340047984962e-05 3.1442190815466456e-05 -0.00081675951668363665 -4.0561382571120935e-05 1.9221175212790855e-05 5.11615038212608e-06 0.00025222334253318859 -3.3737751703846236e-05 2.4595245297658505e-05 -0.0011129098260338145 0.0002011131424278966
leaf_weight=52 104 92 123 40 27 32 26 37 36 189 132 130 200 115 25 28 148 128 42 171 31 36 83 248 244 45 101 144 106 26
leaf_count=52 104 92 123 40 27 32 26 37 36 189 132 130 200 115 25 28 148 128 42 171 31 36 83 248 244 45 101 144 106 26
internal_value=0.000637661 0.000405266 0.000694286 0.00177778 0.0038773 0.00485294 0.00759322 0.00271795 0.00335371 -0.0010708 0.000305702 0.00432787 -0.000994013 0.00102088 -0.000843751 0.00169136 -0.000310346 0.00285427 0.00507042 0.000618286 0.000848788 0.000703258 0.000853096 0.00185965 0.000405438 0.000791727 0.00199335 0.00121951 -0.000165376 -0.00173427
internal_weight=2941 2723 2282 592 162 135 58 77 218 441 1690 182 323 430 117 313 337 198 70 1367 1196 1165 1129 331 798 666 290 245 376 132
internal_count=2941 2723 2282 592 162 135 58 77 218 441 1690 182 323 430 117 313 337 198 70 1367 1196 1165 1129 331 798 666 290 245 376 132
cat_boundaries=0 17 44 46 47 65 67 68 70 71 72 74 76
cat_threshold=268451841 268435456 33554432 0 0 64 33554432 0 0 8192 32800 8448 128 0 0 0 16 0 2048 4 0 0 0 0 0 0 0 0 33687556 0 1049088 0 4096 0 0 4096 2048 0 0 0 8 0 32768 64 26688 2 68356352 0 128 1073741824 0 0 134217728 131072 0 0 0 0 0 0 0 0 32 1073745920 256 288 32 258 1073741824 18436 10 76 1026 32 17891586 32
is_linear=0
shrinkage=0.04


Tree=661
num_leaves=31
num_cat=14
split_feature=7 12 7 9 4 7 12 4 4 3 12 16 1 6 1 6 16 3 1 9 1 12 4 4 4 3 4 12 3 1
split_gain=0.983193 0.829994 0.608411 0.580042 0.418133 0.387441 0.34364 0.33152 0.30762 0.304888 0.298112 0.477611 0.365052 0.294416 0.285775 0.397274 0.263523 0.244955 0.23949 0.235144 0.270716 0.231185 0.359043 0.239584 0.213988 0.199369 0.191122 0.185268 0.351331 0.307527
threshold=0 1 2 3 425.00000000000006 4 5 141.00000000000003 16472860000.000002 2000.5000000000002 6 7 3.5000000000000004 8 5.5000000000000009 9 10 2012.5000000000002 4.5000000000000009 11 5.5000000000000009 12 1950.0000000000002 19000.000000000004 14469800500.000002 2018.5000000000002 5544455000.000001 13 2009.5000000000002 3.5000000000000004
decision_type=9 9 9 9 8 9 9 10 8 8 9 1 8 9 10 9 1 10 10 9 8 9 10 10 8 8 10 9 8 10
left_child=8 5 7 6 -5 -2 13 9 -1 -3 11 -11 -12 24 15 18 -16 21 -8 20 25 -6 -23 -24 -4 -15 -9 28 -7 -30
right_child=1 2 3 4 17 27 14 26 -10 10 12 -13 -14 19 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.6612191925788806e-06 -0.00041185709930288434 0.00010709928275944339 3.6781934791688872e-05 5.0148840481921265e-05 -2.521096134484372e-06 8.9093981499801649e-05 -0.0007921077242041706 -2.9369583261836733e-05 -7.5182295993419255e-05 7.0624987340183156e-05 -4.8079713982912694e-05 0.00013568839454867297 1.8376419138541299e-05 3.4211722447262293e-05 6.6319178662330535e-05 -0.00042758078651344909 -7.222878708385196e-06 0.00083923622694519239 1.8056949116044934e-05 -1.9790786431577294e-06 3.161421285133603e-05 8.712992557061256e-06 0.00070350000081523462 3.0014696480594366e-05 -4.1166979918562511e-06 3.2905038254447174e-05 1.4243623904015991e-05 -4.6364079189622218e-05 2.7878928110379115e-05 -1.4431245479710187e-06
leaf_weight=64 106 44 35 35 117 26 58 50 152 57 29 60 335 37 40 192 37 36 157 109 32 257 32 27 242 173 31 163 37 182
leaf_count=64 106 44 35 35 117 26 58 50 152 57 29 60 335 37 40 192 37 36 157 109 32 257 32 27 242 173 31 163 37 182
internal_value=0.000674567 0.000879504 0.00121451 0.000796557 0.00191068 -0.00056381 0.000277826 0.00229497 -0.00186784 0.00269962 0.00239834 0.00415625 0.001664 0.000888888 -0.000517173 -0.000950981 0.00169231 0.00162553 0.000265486 0.00164641 0.00233992 0.00135484 0.00188379 0.00473333 -9.72231e-05 0.00189573 -4.87814e-05 1.90922e-05 0.000703124 0.000199999
internal_weight=2952 2736 2222 1616 504 514 1112 606 216 525 481 117 364 628 484 407 77 469 215 351 242 433 316 59 277 210 81 408 245 219
internal_count=2952 2736 2222 1616 504 514 1112 606 216 525 481 117 364 628 484 407 77 469 215 351 242 433 316 59 277 210 81 408 245 219
cat_boundaries=0 18 19 33 35 44 45 47 48 49 50 51 53 55 56
cat_threshold=268435456 16 0 524288 32 134225920 0 0 0 0 0 0 8388608 0 0 0 4112 256 17957920 131072 128 0 2097156 2 2 33554432 131072 2048 134225952 0 384 16 268435456 0 26628 0 128 0 4 0 0 131072 0 2048 74050 51200 2 2 388 328 2 0 2048 75776 32 16908320
is_linear=0
shrinkage=0.04


Tree=662
num_leaves=31
num_cat=11
split_feature=7 7 2 2 3 12 17 3 3 6 0 2 2 2 12 0 3 5 6 9 2 12 12 2 0 0 2 3 0 6
split_gain=1.52761 0.769304 0.578837 0.658838 0.576583 0.540309 0.745047 0.784183 1.17455 0.720631 0.840583 1.02265 0.686291 0.702287 0.398489 0.485746 0.393347 0.650977 0.363663 0.455822 0.393702 0.352302 0.340683 0.338244 1.00275 0.707804 0.30258 0.294674 0.45298 0.266008
threshold=0 1 3.5000000000000004 48.500000000000007 2011.5000000000002 2 3 1992.5000000000002 2009.5000000000002 4 39.07500000000001 15.500000000000002 29.500000000000004 172.50000000000003 5 40.675000000000004 2005.5000000000002 5.5000000000000009 6 7 24.500000000000004 8 9 72.500000000000014 35.600000000000009 42.710000000000008 24.500000000000004 1996.5000000000002 38.57500000000001 10
decision_type=9 9 8 8 10 9 9 8 8 9 10 8 8 10 9 8 8 8 9 9 8 9 9 8 8 10 10 10 10 9
left_child=2 -2 -1 4 16 18 -7 -8 -9 10 -10 -12 14 22 -11 29 -4 -18 20 21 -3 -20 -14 -24 -25 -26 -23 28 -28 -16
right_child=1 5 3 -5 -6 6 7 8 9 12 11 -13 13 -15 15 -17 17 -19 19 -21 -22 26 23 24 25 -27 27 -29 -30 -31
leaf_value=-5.3421693793115449e-05 -1.2131607155948805e-05 4.0526416022151417e-07 0.00017689024192818408 3.0233395664352077e-06 -0.00031261000223196342 -4.5631644308525087e-06 0.00018441007887108323 -0.00010019119871967498 -8.4331271235906242e-05 -0.00061869973127933755 0.0012235359967349816 3.4388057572835452e-05 2.4175169604959483e-05 -6.2486268973163943e-05 -5.580948417537395e-06 5.5216518321959891e-05 2.1990273144764502e-05 3.1554714722881935e-05 1.7560873126361296e-05 2.9638187676108744e-05 -0.00015213998329237493 -0.00011530733434425199 2.8036717933359837e-05 9.1937544959112624e-05 -7.2177130186518762e-05 0.00019786094864143768 -3.4385579465757326e-06 -0.00045978426254033965 1.0249337237207037e-05 3.501902749202941e-05
leaf_weight=26 218 147 31 84 31 321 25 119 32 121 36 44 138 43 116 27 46 111 242 151 143 151 107 25 33 25 105 25 37 145
leaf_count=26 218 147 31 84 31 321 25 119 32 121 36 44 138 43 116 27 46 111 242 151 143 151 107 25 33 25 105 25 37 145
internal_value=0.000667583 0.000330884 0.00318823 0.00377631 0.00492727 0.000543688 0.0010614 0.00158166 0.00141897 0.00191713 0.00481301 0.00740741 0.00141593 0.00267742 0.000302438 0.00109699 0.00575661 0.00488608 -0.000162056 0.000326869 -0.0013289 -0.000210159 0.00330699 0.00437811 0.00652381 0.00352542 -0.00106991 7.14276e-05 0.000783216 0.000595419
internal_weight=2905 2576 329 303 219 2358 1357 1036 1011 892 112 80 780 371 409 288 188 157 1001 711 290 560 328 190 83 58 318 167 142 261
internal_count=2905 2576 329 303 219 2358 1357 1036 1011 892 112 80 780 371 409 288 188 157 1001 711 290 560 328 190 83 58 318 167 142 261
cat_boundaries=0 17 35 37 38 39 40 41 43 44 45 46
cat_threshold=131074 268435456 33562624 2107392 0 2 33554432 8192 33554432 402661392 40960 0 0 268435456 0 0 1073741824 1 32 1073741824 0 524288 0 0 268435456 0 0 32 128 0 0 0 32 4096 384 84100128 32 10 320 40960 400 0 6192 16794656 1089536 24
is_linear=0
shrinkage=0.04


Tree=663
num_leaves=31
num_cat=9
split_feature=7 12 7 0 12 2 4 9 3 4 9 2 2 2 3 0 0 3 17 0 4 2 9 0 4 6 0 2 2 2
split_gain=1.45229 0.832717 0.796502 0.509526 0.505842 0.484091 0.541278 0.476431 0.442846 0.392002 0.496992 0.433783 0.435674 0.389574 0.385145 0.613479 0.342132 0.341794 0.338986 0.382063 0.394452 0.324257 0.430274 0.449045 0.305476 0.293358 0.287055 0.461155 0.430915 0.26557
threshold=0 1 2 40.250000000000007 3 33.500000000000007 19000.000000000004 4 2017.5000000000002 4050.0000000000005 5 11.500000000000002 16.500000000000004 11.500000000000002 2007.5000000000002 32.500000000000007 39.07500000000001 2004.5000000000002 6 42.710000000000008 25409110000.000004 1.0000000180025095e-35 7 44.07500000000001 4350.0000000000009 8 16.750000000000004 47.500000000000007 69.500000000000014 89.500000000000014
decision_type=9 9 9 10 9 8 8 9 10 8 9 10 10 10 10 10 10 10 9 10 8 10 9 10 10 9 10 8 10 10
left_child=4 7 3 16 -1 8 -7 14 9 -4 13 -12 -13 -11 17 -16 -3 21 19 24 -21 -2 -23 25 -9 29 27 -8 -29 -24
right_child=1 2 5 -5 -6 6 26 18 -10 10 11 12 -14 -15 15 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=9.2016569194030475e-06 -3.8720969448768111e-05 0.00010341748750181626 6.5177019875850412e-05 -1.6734716503704745e-05 -7.3524919640876427e-05 -3.3608550774098639e-05 0.0012512212150718139 3.9606181940925675e-06 -0.00030514542915398681 -1.4249784797295547e-05 4.2850289848994718e-05 -0.0010034942549831682 2.2351696285856337e-05 1.8729866151073048e-05 4.1303707723303953e-05 8.3425135765652415e-06 3.5952116305200019e-05 -0.0014505408388856139 -5.8968563590365952e-06 0.00020280849473964147 -3.458929707906861e-07 6.8637892090143347e-05 1.0280178278204894e-06 5.9529935911340796e-05 -0.00037316716116345242 -7.2287169723721413e-05 2.4667840873366091e-05 -0.00031902903669157585 4.0579833235272472e-05 2.9617635645120728e-05
leaf_weight=110 66 47 54 27 308 42 25 57 48 163 92 27 50 207 26 127 34 29 298 25 29 104 279 44 33 150 325 36 39 42
leaf_count=110 66 47 54 27 308 42 25 57 48 163 92 27 50 207 26 127 34 29 298 25 29 104 279 44 33 150 325 36 39 42
internal_value=0.00049864 0.000859621 0.00161043 0.00477311 -0.00165967 0.00125827 0.00224786 0.000154545 0.000554516 0.000855218 0.000525925 0.00224444 0.000153845 -0.000314962 0.000697038 0.00251948 0.00678049 0.000313286 -0.000900663 0.000670967 0.00334545 0.000495626 0.000780644 0.000266159 -0.000879122 -9.32213e-05 0.00267606 0.000792078 -0.000789475 0.000590361
internal_weight=2943 2525 1216 108 418 1108 467 1309 641 593 539 169 77 370 867 153 81 714 442 144 54 685 619 515 90 471 425 100 75 321
internal_count=2943 2525 1216 108 418 1108 467 1309 641 593 539 169 77 370 867 153 81 714 442 144 54 685 619 515 90 471 425 100 75 321
cat_boundaries=0 18 19 36 37 39 41 42 44 45
cat_threshold=0 33 0 262660 32 134217728 0 805306368 65536 8192 32 2097152 0 0 0 0 0 128 17958242 0 128 1073741824 0 2 0 0 0 0 32 0 128 0 0 0 0 16 67872 257 2212 0 2100 35 256 36 78
is_linear=0
shrinkage=0.04


Tree=664
num_leaves=31
num_cat=10
split_feature=7 8 12 2 2 7 12 0 3 8 2 2 2 2 9 3 2 12 5 1 3 2 1 2 2 13 6 2 2 2
split_gain=1.35933 0.914799 0.685926 0.619403 1.10059 0.564707 0.452969 0.605196 0.471971 0.344556 0.352394 0.658249 0.328523 1.0584 0.308174 0.47974 0.396689 0.381783 0.311098 0.298316 0.29649 0.451928 0.34112 0.277153 0.958522 0.275776 0.260086 0.251849 0.242547 0.240761
threshold=0 1 2 108.50000000000001 147.50000000000003 3 4 32.500000000000007 2013.5000000000002 5 3.5000000000000004 2.5000000000000004 46.500000000000007 26.500000000000004 6 2017.5000000000002 56.500000000000007 7 2.5000000000000004 3.5000000000000004 2009.5000000000002 352.00000000000006 5.5000000000000009 14.500000000000002 20.500000000000004 8 9 30.500000000000004 8.5000000000000018 67.500000000000014
decision_type=9 9 9 8 8 9 9 10 10 9 10 10 10 10 9 8 10 9 8 8 8 10 8 10 10 9 9 10 10 10
left_child=-1 6 19 5 -5 12 27 -8 23 -7 11 -11 13 28 17 -16 18 -12 -17 -3 -6 22 -22 -9 -25 -19 -21 -2 -4 -14
right_child=1 2 3 4 20 9 7 8 -10 10 14 -13 29 -15 15 16 -18 25 -20 26 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.7279498592683458e-05 1.2949900252621189e-05 0.00012983286593118291 0.00010823628996577531 2.6195148500753932e-05 7.8769894027243842e-05 -3.8101185429374139e-05 3.0569645725730561e-05 8.3121593226964367e-06 -0.00048092942978877684 4.4911609212517377e-06 1.1701957134499453e-05 0.0027042831096124095 -0.00016090122921826166 7.2288294359077149e-05 6.1996368526787178e-05 7.7631155423694327e-06 8.1660828530662671e-05 -0.00026034484325709726 -7.9012551430843413e-06 -0.0003235657114696196 3.014959480663823e-06 -4.6601455678373584e-06 2.3407021552518757e-05 2.483788881450743e-05 2.051751435794645e-05 -4.3299111850936108e-06 -1.3282003771454261e-06 -0.00059748580560020951 -2.0079887997712102e-06 1.3790956871349905e-05
leaf_weight=326 69 35 77 32 29 193 52 93 26 62 136 26 56 85 38 85 26 134 102 140 86 47 111 41 86 179 353 43 124 46
leaf_count=326 69 35 77 32 29 193 52 93 26 62 136 26 56 85 38 85 26 134 102 140 86 47 111 41 86 179 353 43 124 46
internal_value=0.000547124 0.000850933 0.000520559 0.00091632 0.00254902 0.000557663 0.00256532 0.00339158 0.00265587 3.62894e-05 0.000410512 0.00278652 0.00182456 0.00256446 0.000114122 0.00120611 0.000504672 -0.000513044 -0.000148937 -0.000727274 0.00170803 0.00124082 0.00208081 0.00325792 0.00446875 -0.00127161 -0.000995952 0.000260162 0.000970296 -7.76708e-05
internal_weight=2938 2612 2202 1674 305 1369 410 298 246 981 788 88 388 286 700 251 213 449 187 528 273 244 197 220 127 313 493 112 201 102
internal_count=2938 2612 2202 1674 305 1369 410 298 246 981 788 88 388 286 700 251 213 449 187 528 273 244 197 220 127 313 493 112 201 102
cat_boundaries=0 18 48 49 66 68 95 97 99 100 101
cat_threshold=0 17 67108864 524800 524288 2048 0 536879104 0 134217728 32 0 128 0 67108864 32 1073741968 128 1073741824 8 4 0 8192 1 0 2147483648 0 0 0 4 8192 0 268435456 0 0 0 4096 0 256 0 0 0 0 268435456 0 0 524288 4096 84937792 131074 128 537927680 2048 2 0 0 131072 65536 0 0 0 0 0 0 0 4096 17958144 32 268435456 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 2048 0 0 16777216 0 0 0 64 0 18480 155904 32 2 274
is_linear=0
shrinkage=0.04


Tree=665
num_leaves=31
num_cat=11
split_feature=0 8 8 12 2 17 12 2 13 2 2 12 2 2 11 12 0 2 5 2 0 2 13 2 2 0 4 3 8 3
split_gain=1.04082 0.940269 0.646629 0.727844 0.654111 0.428329 0.50899 0.37854 0.542714 0.641113 0.500323 0.434856 0.520696 0.361196 0.314187 0.398189 0.393642 0.350785 0.335584 0.733466 0.331876 0.296795 0.292664 0.291147 0.272153 0.431169 0.25557 0.295798 0.252053 0.298819
threshold=58.750000000000007 0 1 2 79.500000000000014 3 4 15.500000000000002 5 37.500000000000007 69.500000000000014 6 45.500000000000007 49.500000000000007 7 8 23.500000000000004 29.500000000000004 1.5000000000000002 8.5000000000000018 23.500000000000004 90.500000000000014 9 7.5000000000000009 108.50000000000001 38.57500000000001 11029.500000000002 2019.5000000000002 10 2017.5000000000002
decision_type=8 9 9 9 10 9 9 8 9 10 10 9 8 10 9 9 10 10 8 10 10 8 9 10 10 10 10 8 9 8
left_child=1 24 3 4 -3 26 7 22 9 -9 -11 12 -10 -5 15 17 -16 23 19 -18 -17 -22 -7 -8 28 -26 27 -4 29 -1
right_child=-2 2 5 13 -6 6 14 8 11 10 -12 -13 -14 -15 16 20 18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.1459885381909759e-05 8.8370949429396995e-05 -2.3641627085040363e-06 2.0572894228175275e-06 4.6066664860275852e-05 4.9462056566917547e-05 -0.00010569465403199179 0.00071093301818525231 0.00011898191590875137 -2.4792559719545535e-05 -0.00014263504354640477 9.4160090607460072e-05 -4.5749475413927598e-05 5.923479967983864e-05 3.5406274435403305e-06 -0.0001009080259168666 -3.323391772578225e-06 -4.3747824716522328e-05 6.8738433251927964e-05 1.5271950881782107e-05 2.6303305604881467e-05 3.0110026920421931e-05 -0.00011390951409403699 3.488058186849011e-06 1.0685369461273774e-06 -6.0177992954701355e-05 1.467050693270925e-05 5.2649203685449534e-06 -0.00045273151870765918 -9.6558118417849792e-05 -1.2178533284747258e-05
leaf_weight=28 29 196 49 163 26 164 39 96 47 54 51 186 58 35 75 131 25 50 656 28 47 36 138 38 42 35 61 130 133 86
leaf_count=28 29 196 49 163 26 164 39 96 47 54 51 186 58 35 75 131 25 50 656 28 47 36 138 38 42 35 61 130 133 86
internal_value=0.000720081 0.00064325 0.000897296 0.00232018 0.00065236 0.000610137 0.000810362 2.98127e-05 0.000713995 0.00224528 0.000188678 -0.000410597 0.00155172 0.00405742 0.00135563 0.002375 0.000885534 0.00414493 0.00118873 0.00422222 0.00117333 0.00319048 -0.00108251 0.00271795 -0.00136119 0.000666666 -0.000956176 -0.00175556 -0.00204839 -0.000448001
internal_weight=2932 2903 2579 420 222 2159 1919 794 492 201 105 291 105 198 1125 341 784 127 709 53 214 83 302 77 324 77 240 179 247 114
internal_count=2932 2903 2579 420 222 2159 1919 794 492 201 105 291 105 198 1125 341 784 127 709 53 214 83 302 77 324 77 240 179 247 114
cat_boundaries=0 30 60 62 63 64 65 66 69 70 71 98
cat_threshold=1342177296 8 0 0 0 1 0 0 0 0 0 33556480 64 1048576 0 0 0 0 0 2048 0 0 4194304 8 0 32768 68 0 128 8192 0 2050 4 134217728 0 0 0 0 0 32768 0 4 10240 0 268435456 0 0 0 0 8192 128 0 0 0 0 16384 0 0 524288 4096 17828898 34 6 17999136 2 33024 32800 512 524288 18434 2 268435472 8 0 0 0 1 0 0 0 0 0 0 0 1048576 0 0 0 0 0 0 0 0 0 0 0 0 4
is_linear=0
shrinkage=0.04


Tree=666
num_leaves=31
num_cat=13
split_feature=7 8 12 7 12 2 9 4 12 8 0 12 4 9 2 2 2 13 2 2 12 2 2 2 2 2 6 2 0 2
split_gain=1.60896 1.04183 0.812801 0.801973 0.822494 0.768941 0.682604 0.624754 0.528016 0.487243 0.727033 0.453659 0.443624 0.484298 0.489988 0.430779 0.428771 0.38268 0.417815 1.27528 0.367942 0.498593 0.299061 0.30009 0.285299 0.268588 0.263034 0.257267 0.255475 0.249877
threshold=0 1 2 3 4 231.50000000000003 5 52809240000.000008 6 7 47.750000000000007 8 2960.0000000000005 9 49.500000000000007 95.500000000000014 74.500000000000014 10 95.500000000000014 66.500000000000014 11 34.500000000000007 27.500000000000004 9.5000000000000018 100.50000000000001 220.50000000000003 12 30.500000000000004 24.500000000000004 2.5000000000000004
decision_type=9 9 9 9 9 8 9 8 9 9 8 9 10 9 10 8 8 9 10 8 9 10 10 10 8 8 9 10 10 10
left_child=7 2 15 8 5 9 -6 16 24 -5 12 25 13 20 22 -2 -1 18 19 -8 21 -11 23 -15 -3 27 29 -9 -22 -19
right_child=1 3 -4 4 6 -7 17 11 -10 10 -12 -13 -14 14 -16 -17 -18 26 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010811843709837006 -4.2890175880825491e-06 -1.9782869238025437e-06 3.6398882250127121e-05 -0.00013047072233580588 -4.3439946226479408e-05 -4.5941615533234496e-05 2.2615027911260461e-05 2.0824661218563656e-05 -4.8698780972070542e-05 -0.00034351479391297481 4.3951024321910689e-05 3.7383330313951704e-06 -0.00016985458380417676 -1.9678027856730387e-06 0.00011461847543952533 0.00011831985471646633 9.8350588559382029e-06 8.1498006482552814e-05 -2.5301530883301188e-06 0.00019160006005289752 -6.6231773003977427e-06 3.5770822939870548e-06 -0.0016928226543433491 2.4730878778764725e-05 9.681141969009277e-05 0.00012368434569691992 1.6214125938528651e-06 -5.8029285529484806e-06 3.8682838583290529e-05 1.1416713816374672e-05
leaf_weight=47 83 171 226 113 112 106 155 56 309 205 48 138 59 91 30 25 45 27 35 30 86 74 30 107 31 41 234 45 110 77
leaf_count=47 83 171 226 113 112 106 155 56 309 205 48 138 59 91 30 25 45 27 35 30 86 74 30 107 31 41 234 45 110 77
internal_value=0.000589073 0.000225918 0.00227246 -8.88503e-05 0.000324137 -0.000370094 0.00140969 0.00300783 -0.0014636 -1.25796e-05 0.000329024 0.00213523 4.03521e-05 0.000310626 0.00166543 -0.000605043 0.00593548 0.00198242 0.00329004 0.00419355 -0.000452676 -0.00136552 0.00108297 0.00164824 0.000150234 0.00360784 0.00105444 0.00270588 0.000850241 0.00264348
internal_weight=2946 2574 334 2240 1729 1059 670 372 511 953 840 280 792 733 258 108 92 558 220 185 475 279 228 198 202 142 338 101 196 104
internal_count=2946 2574 334 2240 1729 1059 670 372 511 953 840 280 792 733 258 108 92 558 220 185 475 279 228 198 202 142 338 101 196 104
cat_boundaries=0 17 46 47 65 66 68 69 93 95 97 98 99 100
cat_threshold=0 144 33554432 8192 65538 0 0 8192 2048 134217744 40960 128 128 0 0 0 128 0 0 4 0 0 0 0 2147483648 0 0 0 0 2112 512 268435456 0 0 0 0 8192 256 0 0 0 0 268451840 0 0 524288 1049634 0 0 68157440 2621956 0 134217728 131072 268435456 0 0 32 256 0 0 0 32 1073745920 128 68198754 0 4116 1076544 16 0 0 0 2147483648 0 0 0 0 0 0 131072 8192 0 0 0 0 0 4096 0 128 0 0 8 172034 32 0 18464 12 67141890 70
is_linear=0
shrinkage=0.04


Tree=667
num_leaves=31
num_cat=8
split_feature=11 12 2 2 2 4 12 2 9 2 2 2 2 6 0 9 3 2 2 15 2 2 2 0 3 2 3 4 4 9
split_gain=1.03337 0.804533 0.84657 0.662321 0.974012 0.540586 0.436494 0.403561 0.786587 0.725905 0.414817 0.420667 0.420077 0.341068 0.48455 0.433456 0.64658 0.411531 0.36753 0.329155 0.446241 0.500216 0.461505 0.485793 0.328131 0.313183 0.30702 0.282128 0.277149 0.260634
threshold=0 1 103.50000000000001 1025.0000000000002 403.00000000000006 40797.000000000007 2 37.500000000000007 3 11.500000000000002 21.500000000000004 10.500000000000002 6.5000000000000009 4 14.500000000000002 5 2013.5000000000002 11.500000000000002 24.500000000000004 6 36.500000000000007 24.500000000000004 69.500000000000014 25.500000000000004 2021.5000000000002 147.50000000000003 2015.5000000000002 293.00000000000006 950.00000000000011 7
decision_type=9 9 10 10 10 10 9 10 9 10 10 10 10 9 10 9 10 10 10 9 10 10 10 10 8 10 8 10 10 9
left_child=6 5 13 4 26 7 -1 8 10 -10 11 12 -2 15 -15 -3 17 -17 28 20 21 -8 -22 -24 -11 -9 -4 -26 -19 -16
right_child=1 2 3 -5 -6 -7 19 25 9 24 -12 -13 -14 14 29 16 -18 18 -20 -21 22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00016817394478183982 1.2527699654404893e-05 -2.0942170033839687e-05 -0.00031663251606134276 -6.5670452416619616e-05 4.7366523814531254e-05 -8.1689527760886452e-07 8.6424188026355981e-06 8.6714359310510744e-05 7.2837976111794875e-05 1.7473696195696626e-05 -0.0010086797312028935 6.8568499048505264e-05 -0.0021045050458820512 6.6698670499875515e-05 -3.7057709385758469e-05 8.8080445498714579e-06 -0.00093897722395170735 8.1505695847541751e-05 1.5317639622743241e-05 -8.528903782881537e-06 -7.36284220526172e-05 3.8721641514913163e-05 5.5766827133622222e-05 -1.9481596252756399e-05 -5.8171230425592814e-05 7.4671007628538152e-06 6.706664457100574e-05 2.211877875727566e-05 1.8026760080793217e-05 -7.2215617381166455e-07
leaf_weight=316 107 136 29 36 37 63 104 132 117 25 46 88 51 33 215 110 25 25 62 163 59 43 37 27 68 52 73 25 25 635
leaf_count=316 107 136 29 36 37 63 104 132 117 25 46 88 51 33 215 110 25 25 62 163 59 43 37 27 68 52 73 25 25 635
internal_value=0.000601685 0.00103324 0.000465564 0.00306818 0.00431428 0.00206879 -0.000678948 0.00241011 0.00184091 0.00349593 0.000369636 0.00103644 -0.000201259 0.000107339 -0.000326623 0.00108629 0.00206201 0.00283408 0.00453097 0.000153152 0.00099644 0.00251351 -0.000741936 0.0016 0.00141176 0.00402162 0.00225243 0.000297871 0.00705882 -0.00051704
internal_weight=2964 2215 1441 175 139 774 749 711 527 235 292 246 158 1266 883 383 247 222 112 433 270 147 123 64 118 184 102 93 50 850
internal_count=2964 2215 1441 175 139 774 749 711 527 235 292 246 158 1266 883 383 247 222 112 433 270 147 123 64 118 184 102 93 50 850
cat_boundaries=0 3 4 5 7 8 10 11 13
cat_threshold=67125280 524832 4097 67207488 68387874 0 10260 208 0 24708 69206016 0 28688
is_linear=0
shrinkage=0.04


Tree=668
num_leaves=31
num_cat=10
split_feature=8 2 7 12 7 4 12 2 4 12 5 2 3 0 14 2 3 5 6 3 13 0 2 0 2 5 0 2 6 2
split_gain=1.76928 1.05278 0.833401 0.795897 0.667574 0.785432 0.658554 0.487507 0.487302 0.515282 0.458838 0.496483 0.514865 0.433541 0.401679 0.471031 0.426401 0.381187 0.328767 0.425111 0.346324 0.438071 0.441255 0.412057 0.36759 0.325858 0.278889 0.451807 0.356368 0.666999
threshold=0 14.500000000000002 1 2 3 25409110000.000004 4 595.00000000000011 180.50000000000003 5 5.5000000000000009 20.500000000000004 2003.5000000000002 47.750000000000007 6 398.00000000000006 1993.5000000000002 4.5000000000000009 7 2014.5000000000002 8 39.07500000000001 37.500000000000007 16.750000000000004 20.500000000000004 1.0000000180025095e-35 43.675000000000004 4128.5000000000009 9 13.500000000000002
decision_type=9 8 9 9 9 8 9 10 8 9 8 8 10 10 9 8 10 8 9 10 9 10 10 10 10 10 10 8 9 10
left_child=1 3 6 -1 5 -4 26 8 -6 14 -3 -12 -13 18 15 16 17 -10 20 25 21 22 -11 -22 -25 -20 27 28 29 -2
right_child=2 10 4 -5 7 -7 -8 -9 9 13 11 12 -14 -15 -16 -17 -18 -19 19 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015796634514218125 3.3060078012884921e-05 6.05323655994273e-06 0.00045614114252876182 3.5711111111849001e-05 7.2691043308056996e-05 3.8840721803043687e-06 -0.00011817768730627749 4.904727259535313e-05 -0.00084676712162920693 1.1771751342717458e-05 0.00017149433427356177 4.7304057702171525e-05 -6.8336036519677672e-06 2.2790156335187516e-05 -1.3589591361178326e-05 7.2910647160414211e-05 -4.8277418191416152e-06 3.2881781399879798e-05 -0.00014511984424118906 2.1072885907586233e-05 -0.00033537333396509937 -3.8930324659176565e-05 0.00083288984035875216 -1.2259412164194333e-05 1.4819015108749529e-05 -3.7538939543166138e-06 -0.00015936903930752373 7.1121669557475082e-05 -1.6930326631104846e-05 -1.3294470948572393e-05
leaf_weight=106 30 47 38 128 48 62 160 41 37 30 56 112 38 71 129 25 103 328 229 36 179 47 25 268 210 101 60 25 113 97
leaf_count=106 30 47 38 128 48 62 160 41 37 30 56 112 38 71 129 25 103 328 229 36 179 47 25 268 210 101 60 25 113 97
internal_value=0.000659059 0.00283534 0.000220534 0.000953191 0.000580772 0.0036036 -0.00125 0.000402502 0.000308515 0.000202308 0.00467716 0.00548792 0.00423841 -0.000285005 0.0011248 0.00164286 0.00138166 0.00202186 -0.000479575 -0.00144297 5.19387e-06 0.0020531 0.00464286 -0.000341318 0.000267222 -0.00193354 -0.000178572 0.000375939 -0.000165976 0.00124638
internal_weight=2979 487 2492 234 2007 100 485 1907 1866 1818 253 206 150 1196 622 493 468 365 1125 366 759 102 55 657 478 330 325 265 240 127
internal_count=2979 487 2492 234 2007 100 485 1907 1866 1818 253 206 150 1196 622 493 468 365 1125 366 759 102 55 657 478 330 325 265 240 127
cat_boundaries=0 30 47 49 66 68 69 70 71 72 73
cat_threshold=1073741824 2054 4 0 0 0 0 2147483648 0 32768 0 131076 10240 1024 268435456 0 0 0 0 0 2147483648 0 0 0 0 268451840 4 0 524288 4096 131075 32 1610612736 2621956 2 134217728 0 268435456 2048 32 0 256 0 0 0 0 1073745936 2146 32 268435456 0 8192 0 0 0 0 8192 0 134217744 40960 0 0 0 0 0 128 16891970 32 17837152 8321 202 8 280
is_linear=0
shrinkage=0.04


Tree=669
num_leaves=31
num_cat=14
split_feature=8 12 7 9 4 12 2 4 12 4 12 2 3 3 12 12 2 11 2 2 2 2 2 16 16 16 4 16 2 2
split_gain=1.03531 0.694846 0.525282 0.646728 0.712447 0.812051 0.826969 0.611399 0.617542 0.442732 0.423586 0.347037 0.345826 0.316698 0.344099 0.304041 0.365211 0.276393 0.514271 0.432417 0.421667 0.271875 0.266821 0.297712 0.261482 0.251997 0.315253 0.230387 0.225049 0.383112
threshold=0 1 2 3 4050.0000000000005 4 11.500000000000002 215.00000000000003 5 21074995000.000004 6 9.5000000000000018 2007.5000000000002 2018.5000000000002 7 8 4.5000000000000009 9 17.500000000000004 8.5000000000000018 45.500000000000007 3.5000000000000004 2.5000000000000004 10 11 12 4850.0000000000009 13 37.500000000000007 89.500000000000014
decision_type=9 9 9 9 10 9 10 8 9 10 9 10 8 8 9 9 10 9 8 10 10 10 10 1 1 1 10 1 10 10
left_child=1 11 10 4 5 22 21 -5 24 13 -2 -1 -10 -3 -15 25 -17 19 -19 -16 -21 -7 -4 -24 -9 26 -14 -13 -8 -30
right_child=2 9 3 7 -6 6 28 8 12 -11 -12 27 15 14 17 16 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00049201917845020286 1.8014290377678426e-05 1.4182564925808258e-05 -0.0001961700830246015 4.566868051501404e-05 6.5266046852789113e-06 0.00034209993929091925 -6.2752079788541725e-05 -1.445438423773331e-06 -0.0001000814717501379 -0.00040320460720025204 -4.615644160889022e-05 -1.0678944367585237e-05 2.0889908580908351e-05 3.0116623693449203e-05 0.00028571797504991294 -2.6411190179855888e-05 4.5519441188625092e-05 -0.00028876396102995932 3.2608192587583464e-05 1.1211854898065589e-05 4.0408546093822963e-05 3.3339226789682825e-05 -4.4620881608184603e-06 3.0514677515719027e-05 -4.194135557661127e-05 -4.6670952868669846e-06 -1.3585591664038673e-05 1.0817164855335625e-05 2.7552540504957201e-05 -0.00030559511562487673
leaf_weight=37 109 83 30 58 25 25 65 455 72 25 270 50 267 142 32 54 148 40 121 48 31 54 111 31 257 169 30 25 37 25
leaf_count=37 109 83 30 58 25 25 65 455 72 25 270 50 267 142 32 54 148 40 121 48 31 54 111 31 257 169 30 25 37 25
internal_value=0.000729756 0.00214574 0.00032653 0.000596673 0.002 0.00160422 0.00320737 0.000210387 4.95517e-05 0.00276173 -0.00101539 -0.000715448 0.000852196 0.0030763 0.00352771 0.00114798 0.00240375 0.00435336 0.00276744 0.00619672 0.00505 0.00655 -0.000480875 0.000223775 -0.000785616 0.000536687 0.00124832 0.000789473 0.00134375 0.00304762
internal_weight=2926 634 2292 1913 403 378 206 1510 1452 522 379 112 740 497 414 668 202 272 161 111 79 79 172 142 712 466 297 75 127 62
internal_count=2926 634 2292 1913 403 378 206 1510 1452 522 379 112 740 497 414 668 202 272 161 111 79 79 172 142 712 466 297 75 127 62
cat_boundaries=0 30 31 48 50 51 53 54 55 56 59 60 61 62 63
cat_threshold=1073741824 2062 4 134217728 1073741824 0 0 0 1 32768 0 0 8192 512 0 0 0 0 4096 8192 2147483776 0 0 8 0 16384 4 0 524288 4096 17958944 0 0 537927680 2621444 0 0 0 805306368 2048 32 32 256 16 0 0 0 1073745920 1073742209 16388 1188930 67126562 32 49472 32770 108608 16388 0 524288 2 2 2 2
is_linear=0
shrinkage=0.04


Tree=670
num_leaves=31
num_cat=18
split_feature=7 8 16 8 12 11 3 12 9 3 8 13 12 7 4 9 3 12 12 5 3 3 15 4 18 4 7 5 4 5
split_gain=1.46644 0.903714 0.723386 0.65747 0.855313 0.639024 0.86152 0.54634 0.610142 0.493822 0.396938 0.368749 0.356456 0.451896 0.353471 0.324686 0.282483 0.26866 0.253125 0.238221 0.211268 0.207519 0.168339 0.160113 0.149426 0.133037 0.130056 0.118785 0.134002 0.115405
threshold=0 1 2 3 4 5 1999.5000000000002 6 7 2004.5000000000002 8 9 10 11 52809240000.000008 12 2008.5000000000002 13 14 10.500000000000002 1999.5000000000002 1994.5000000000002 15 27174645000.000004 16 15.000000000000002 17 1.0000000180025095e-35 10510.500000000002 1.5000000000000002
decision_type=9 9 1 9 9 9 8 9 9 8 9 9 9 9 8 9 8 9 9 8 10 10 9 8 9 10 9 10 8 10
left_child=12 2 16 -3 11 6 -6 8 20 -7 -11 21 -1 23 -12 18 -2 -16 -13 -19 27 -5 -21 -14 -24 -10 -15 -8 -29 -9
right_child=1 3 -4 4 5 9 7 29 25 10 14 15 13 26 17 -17 -18 19 -20 22 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.8153742206668572e-05 -4.0842685268635911e-06 -1.6148812877391699e-05 0.00041068542084331028 -5.1158824979347166e-05 0.00014489701185942496 -0.0010665547153458283 6.4591379087979736e-05 3.4852372634559539e-05 1.0714874815126195e-06 2.5050747538211209e-05 3.0449298542928656e-05 1.0391144298012481e-05 -0.00027327711014602207 -5.7729516992702706e-05 4.3730525619096618e-05 2.9021805636455824e-05 9.9103634865826959e-06 -0.0020683782286300386 -1.7857050903859932e-05 -1.0574378464525519e-05 -0.00021740907205865289 2.0929153255720112e-05 -0.0014068621035134513 4.3779649122699376e-06 7.5055769256614724e-06 -1.3862364888670962e-05 -4.4897683143621784e-05 5.0096233334169648e-06 1.7025367150483136e-05 2.4078871260274242e-05
leaf_weight=107 27 205 29 145 56 33 35 230 218 120 123 166 25 106 100 143 179 29 134 205 28 30 40 83 87 30 159 25 47 30
leaf_count=107 27 205 29 145 56 33 35 230 218 120 123 166 25 106 100 143 179 29 134 205 28 30 40 83 87 30 159 25 47 30
internal_value=0.000787898 0.00117525 0.00349593 0.000918061 0.00113511 0.00166966 0.00254084 0.00215528 0.00108629 0.000818181 0.00105532 -0.000114468 -0.001222 -0.00180208 0.00057815 0.000502202 0.00278261 7.79211e-05 -0.000257236 -0.000440861 0.00315068 -0.0016129 -0.000144145 0.00040336 0.000956521 -0.000123553 -0.00268116 0.00418518 0.00317808 0.00354243
internal_weight=2974 2494 235 2259 2054 1436 699 643 383 737 704 618 480 373 584 443 206 461 300 361 135 175 332 108 127 248 265 107 72 260
internal_count=2974 2494 235 2259 2054 1436 699 643 383 737 704 618 480 373 584 443 206 461 300 361 135 175 332 108 127 248 265 107 72 260
cat_boundaries=0 18 48 49 76 77 79 80 82 105 106 107 125 127 128 129 130 131 145
cat_threshold=1 268435489 536870912 2886148 524288 134217792 0 805306368 0 134217728 0 0 268435456 268435456 0 0 4112 33024 1073741824 0 4 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 4096 0 2147483648 0 0 0 0 268435456 0 0 524288 4096 2 0 2048 0 0 2147549184 1 0 0 0 0 0 2048 2112 1048576 0 0 0 0 0 0 256 0 0 0 0 0 64 216320 16388 1024 40962 0 20512 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 4194304 4 16842816 0 1 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 4112 256 0 2096 40960 68608 2214592512 4 0 0 536870912 2052 0 0 0 0 0 0 0 0 0 268435456
is_linear=0
shrinkage=0.04


Tree=671
num_leaves=31
num_cat=8
split_feature=7 4 11 6 4 7 2 15 2 2 3 2 3 2 17 0 2 2 1 7 2 1 13 4 4 1 0 0 2 3
split_gain=1.24437 0.662944 0.529903 0.499212 0.536731 0.491515 0.576464 0.370151 0.509467 0.353041 0.28737 0.446855 0.231039 0.340098 0.236097 0.256562 0.225933 0.383877 0.474406 0.406315 0.351563 0.322394 0.246311 0.38475 0.259446 0.23935 0.227036 0.375681 0.224477 0.260072
threshold=0 5157000000.000001 1 2 481.00000000000006 3 182.50000000000003 4 12.500000000000002 442.50000000000006 1999.5000000000002 8.5000000000000018 2013.5000000000002 12.500000000000002 5 42.960000000000008 67.500000000000014 34.500000000000007 4.5000000000000009 6 45.500000000000007 3.5000000000000004 7 3550.0000000000005 4.0000000000000009 5.5000000000000009 40.250000000000007 20.500000000000004 38.500000000000007 2000.5000000000002
decision_type=9 10 9 9 10 9 10 9 10 10 10 10 8 10 9 8 8 10 10 9 10 10 9 10 10 10 10 8 10 10
left_child=3 2 -2 -1 10 7 12 8 -4 -8 11 -5 13 -7 15 -14 17 22 -19 25 -21 -18 23 24 -16 -20 27 -23 -15 -30
right_child=1 -3 5 4 -6 6 9 -9 -10 -11 -12 -13 14 28 16 -17 21 18 19 20 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.2074839145713805e-05 -5.1215591291457945e-05 -4.0584621385385776e-05 0.0012554787340985131 -3.5279401789850365e-05 -3.235409080593777e-05 -0.00013967005416094943 0.00021543408759699029 -9.7059244265012995e-06 -0.0001168895043294724 3.2466467819844235e-05 -2.9135822529735919e-06 1.8769069714119781e-05 5.3135083471076336e-05 1.900072999000876e-05 1.0241173343695457e-05 -3.0528338253361657e-05 1.0067488208088001e-05 -4.7094412491531688e-05 -2.7321251756164254e-05 6.4304717425675907e-06 0.00037851375551597072 6.6336675889856061e-06 -1.9221089469502019e-05 2.1825515335338234e-05 -0.00014528321863983227 9.9657327522074848e-05 1.1203117501423777e-06 -2.8923806281381955e-05 3.7298789094078417e-05 -5.9687846020061563e-05
leaf_weight=120 212 90 38 30 25 71 46 127 64 45 46 128 87 80 824 33 58 29 85 70 49 86 158 30 92 30 25 89 46 45
leaf_count=120 212 90 38 30 25 71 46 127 64 45 46 128 87 80 824 33 58 29 85 70 49 86 158 30 92 30 25 89 46 45
internal_value=0.00058398 0.000276335 0.000398412 0.00278889 0.00151667 0.000574632 0.000769745 -0.00115 0.000637167 0.00386956 0.00226341 0.00306918 0.000629778 -0.00052675 0.000790377 0.00244275 0.000647921 0.000856724 0.00222727 0.00282553 0.00433846 -0.000432433 0.000528506 0.000769069 0.000628134 0.00079365 -0.00119403 -0.00170455 0.00044186 -0.000913044
internal_weight=2958 2609 2519 349 229 2307 2078 229 102 91 204 158 1987 242 1745 120 1625 1367 263 234 119 258 1104 946 916 115 200 175 171 91
internal_count=2958 2609 2519 349 229 2307 2078 229 102 91 204 158 1987 242 1745 120 1625 1367 263 234 119 258 1104 946 916 115 200 175 171 91
cat_boundaries=0 18 21 22 39 40 41 49 50
cat_threshold=147459 268435584 67108864 0 0 2 33554432 8192 0 134217776 32768 0 0 0 0 32 128 128 67125248 2147615264 4097 148 0 0 1075052544 524800 32 134217728 0 268435456 0 0 32 0 0 0 0 0 4112 201326592 33 0 0 0 0 0 0 131072 131072 6
is_linear=0
shrinkage=0.04


Tree=672
num_leaves=31
num_cat=10
split_feature=0 8 0 8 2 4 11 12 4 3 2 3 0 2 2 12 12 0 9 8 4 2 2 6 2 3 3 9 2 2
split_gain=1.0343 0.771068 0.550215 0.616714 0.707186 0.558001 0.496684 1.18949 0.794866 0.566236 0.661711 0.485189 0.450676 0.810386 0.498967 0.409946 0.387059 0.720491 0.381698 0.341106 0.3543 0.429409 0.397356 0.339259 0.513166 0.528727 0.401998 0.340294 0.821683 0.340032
threshold=58.750000000000007 0 45.425000000000004 1 9.5000000000000018 55.000000000000007 2 3 4850.0000000000009 2009.5000000000002 45.500000000000007 2010.5000000000002 39.07500000000001 66.500000000000014 39.500000000000007 4 5 32.500000000000007 6 7 4050.0000000000005 7.5000000000000009 43.500000000000007 8 16.500000000000004 2015.5000000000002 2003.5000000000002 9 7.5000000000000009 8.5000000000000018
decision_type=10 9 10 9 8 8 9 9 10 8 8 8 10 10 10 9 9 10 9 9 10 8 10 9 10 8 10 9 8 10
left_child=1 16 3 4 -3 -5 7 8 9 -7 -11 -6 14 -14 -13 -8 17 -1 -18 20 21 -9 -23 26 25 -25 27 -21 -29 -27
right_child=-2 2 -4 5 11 6 15 19 -10 10 -12 12 13 -15 -16 -17 18 -19 -20 23 -22 22 -24 24 -26 29 -28 28 -30 -31
leaf_value=3.920862876347768e-05 0.0001209960543667853 -0.00020694827826614863 -0.00012420894426961278 4.2695834407174238e-05 5.9311607592480237e-06 -2.9383233613014711e-06 -4.993579705069612e-06 9.3129582976215244e-05 -0.0001744907703372328 3.3757175447150435e-05 0.00038165924180096484 0.00010601726729864506 7.744776938840753e-06 5.1371502467579331e-05 -0.0011746049541675727 4.4036493268796565e-06 -5.0230792813757067e-05 -1.8922040393153025e-05 1.0026498305726065e-05 -2.7518681204426983e-05 0.00016008344671955565 -9.9310669129122359e-05 4.0176821393926267e-05 2.3692561835606379e-05 -2.2676167505458981e-05 -1.4239221726042002e-05 -0.00019397028182347839 -0.0012314202397345716 6.4164409064051571e-05 0.0001741902800172849
leaf_weight=30 25 40 116 32 53 42 440 30 31 184 41 42 47 32 30 503 276 75 164 146 27 62 25 32 119 75 80 31 77 32
leaf_count=30 25 40 116 32 53 42 440 30 31 184 41 42 47 32 30 503 276 75 164 146 27 62 25 32 119 75 80 31 77 32
internal_value=0.000518366 0.00044734 0.000757982 0.000899733 0.00276078 0.000655445 0.000572294 0.00117129 0.00326214 0.00407463 0.00486726 0.00382439 0.00497368 0.00705 0.00263014 -9.6437e-05 -0.000899282 0.0012069 -0.00141907 0.000289156 0.00196129 0.00111864 -0.000318183 -0.000145938 0.000921932 0.0026 -0.000973914 -0.000219609 0.00141176 0.00122222
internal_weight=2939 2914 2369 2253 244 2009 1977 1034 298 267 225 204 151 79 72 943 545 105 440 736 144 117 87 592 258 139 334 254 108 107
internal_count=2939 2914 2369 2253 244 2009 1977 1034 298 267 225 204 151 79 72 943 545 105 440 736 144 117 87 592 258 139 334 254 108 107
cat_boundaries=0 30 56 59 60 61 62 64 87 88 90
cat_threshold=1073741824 2048 0 0 65536 1 262144 0 1 32768 0 2048 8192 1048576 0 4096 0 0 33554432 10240 128 0 0 8 0 32768 68 0 0 8192 0 12 0 134217728 1073741824 0 0 2147483648 0 0 0 0 64 0 268435456 0 0 0 4096 0 2147483648 0 0 0 0 16384 32772 1115136 524288 198752 67215458 83911712 0 26624 268435472 0 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 0 0 16777216 202 0 22528
is_linear=0
shrinkage=0.04


Tree=673
num_leaves=31
num_cat=9
split_feature=7 7 9 3 9 2 6 2 2 12 1 2 2 9 12 3 0 3 0 2 1 12 5 2 0 0 2 5 2 2
split_gain=1.65053 0.633688 0.51114 0.522128 0.433111 0.444182 0.40653 0.377695 0.846875 0.813954 0.623038 0.874123 0.829211 0.475852 0.495173 0.663367 0.388764 0.32701 0.29721 0.296361 0.296389 0.282263 0.290283 0.219433 0.196496 0.245963 0.186922 0.184594 0.28566 0.197843
threshold=0 1 2 2012.5000000000002 3 8.5000000000000018 4 78.500000000000014 86.500000000000014 5 5.5000000000000009 595.00000000000011 119.00000000000001 6 7 1999.5000000000002 10.500000000000002 2007.5000000000002 35.250000000000007 45.500000000000007 1.5000000000000002 8 1.5000000000000002 69.500000000000014 40.250000000000007 27.750000000000004 187.50000000000003 1.0000000180025095e-35 38.500000000000007 47.500000000000007
decision_type=9 9 9 8 9 8 9 8 8 9 8 10 10 9 9 10 10 10 10 10 10 9 8 10 10 10 8 10 8 10
left_child=2 4 3 -1 5 -2 -3 13 -9 -10 11 -11 18 17 19 16 -16 -8 -12 20 -15 -22 -23 -18 25 -7 -27 28 -4 -29
right_child=1 6 27 -5 -6 24 7 8 9 10 12 -13 -14 14 15 -17 23 -19 -20 -21 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=1.2060817477507526e-05 0.00031229781030175582 -1.4776105215846725e-05 2.5766436991026291e-05 4.1215525330305297e-06 -2.6342905985389364e-05 -3.5373251300440433e-05 1.6723020523913778e-05 4.8935525162365612e-05 -4.0751242788266654e-05 -2.6222424151005463e-05 6.2102610758367732e-05 7.9603699522424079e-05 -4.2798316576846678e-06 0.0030298733113590941 -0.00098874634307389241 -7.9006061072531034e-05 1.783021005687328e-05 3.8257382050182895e-05 0.00029103560641008662 -3.0852621067726865e-05 -0.00052382485097933593 -0.001556631594039347 1.2081853380759961e-06 -0.00018201290836925791 -0.00056296543904274033 -8.512086066918228e-06 7.4548538174217706e-05 1.1342295160739087e-05 0.00013141757708822635 -5.6826416880802158e-06
leaf_weight=48 28 123 52 157 191 56 206 50 101 137 26 25 40 27 50 104 549 45 71 74 198 29 271 25 29 87 33 39 29 26
leaf_count=48 28 123 52 157 191 56 206 50 101 137 26 25 40 27 50 104 549 45 71 74 198 29 271 25 29 87 33 39 29 26
internal_value=0.000333446 -2.32028e-05 0.00286188 0.00138889 -0.00141609 -0.000213116 0.000257168 0.000396272 0.00141907 0.000798004 0.00181935 0.000196318 0.00385507 0.000106396 -0.0002003 0.000497969 0.000998399 0.00166412 0.00583673 -0.00104262 -0.000722434 -0.000945893 -0.000128618 0.00129391 -0.000873787 -0.000361583 0.000661156 0.0046879 0.00629268 0.00333333
internal_weight=2926 2575 351 205 424 233 2151 2028 450 400 299 162 137 1578 1327 728 624 251 97 599 525 498 300 574 205 176 120 146 81 65
internal_count=2926 2575 351 205 424 233 2151 2028 450 400 299 162 137 1578 1327 728 624 251 97 599 525 498 300 574 205 176 120 146 81 65
cat_boundaries=0 18 35 37 39 40 41 43 45 46
cat_threshold=2 128 33554432 2097152 32 2 33554432 8192 0 402661424 40992 0 0 0 0 0 128 128 0 0 1611669504 524804 0 134225984 0 268435456 2048 0 0 256 16 0 0 0 4096 0 26752 0 2048 16 1059104 257 16416 16827650 2 34048
is_linear=0
shrinkage=0.04


Tree=674
num_leaves=31
num_cat=12
split_feature=7 7 9 4 12 11 16 4 12 2 2 16 4 2 17 5 2 2 2 7 2 2 2 2 2 13 2 13 2 2
split_gain=1.51131 0.976529 0.643138 1.41072 0.655609 0.705861 0.846532 0.515298 0.431402 0.597388 0.419911 0.392569 0.368454 0.483499 0.324057 0.295696 0.298218 0.594643 0.285589 0.310268 0.426801 0.407258 0.384889 0.479931 0.25969 0.258422 0.256399 0.271109 0.323599 0.703269
threshold=0 1 2 575.00000000000011 3 4 5 7650.0000000000009 6 3.5000000000000004 8.5000000000000018 7 3890.0000000000005 2.5000000000000004 8 1.5000000000000002 442.50000000000006 53.500000000000007 78.500000000000014 9 25.500000000000004 44.500000000000007 37.500000000000007 43.500000000000007 108.50000000000001 10 65.500000000000014 11 39.500000000000007 29.500000000000004
decision_type=9 9 9 10 9 9 1 8 9 10 8 1 8 10 9 8 10 10 10 9 10 10 10 10 10 9 10 9 8 10
left_child=10 8 3 -3 14 6 12 -7 9 -2 -1 -11 -6 -14 -4 -12 17 -17 19 21 -21 -16 -22 -24 26 -15 27 28 29 -9
right_child=1 2 4 -5 5 7 -8 24 -10 11 15 -13 13 25 18 16 -18 -19 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.7844071250821778e-07 0.00047017148421164156 1.5756553223966112e-05 -1.9806295268235355e-05 3.4113490518389982e-05 -0.001803345757841921 6.984289821809307e-05 4.9552366925696772e-05 -5.576265379290712e-05 -4.8585540841068236e-05 -0.00016913297902314519 3.0345408083780369e-05 0.00019387967712799917 3.2976342176094402e-05 -1.2596019016697115e-05 -1.5249752306337273e-05 2.1398452164827045e-05 7.4666334806338286e-05 -4.6479097636616308e-05 3.4053599616082292e-05 1.9792159487978979e-05 -0.0002965579160771817 3.8858904408748921e-05 0.00032275371454980122 -5.6682696860238414e-06 -0.00049576101643286532 3.3996920737618911e-05 6.4932051882705717e-06 -4.3129517072579645e-05 -0.0011084697057984233 0.0011405968925965878
leaf_weight=54 31 351 117 26 31 31 43 89 198 91 29 39 29 171 149 114 27 34 129 308 59 38 28 75 66 165 52 290 28 26
leaf_count=54 31 351 117 26 31 31 43 89 198 91 29 39 29 171 149 114 27 34 129 308 59 38 28 75 66 165 52 290 28 26
internal_value=0.000591983 0.000299512 0.000603805 0.00209278 0.000301808 -0.000391474 0.000808888 -0.00129511 -0.00161081 -2.32567e-05 0.00344981 -0.00122137 0.000241813 0.000601092 0.00108096 0.00440976 0.00375 0.00300671 0.00137516 0.00105167 0.00158004 -0.000343435 -4.90807e-05 0.00142308 -0.00160145 0.000166171 -0.00127572 -0.00159447 -7.7923e-05 0.000862068
internal_weight=2918 2660 2301 377 1924 1021 439 582 359 161 258 130 396 365 903 204 175 148 786 657 470 187 162 103 551 336 485 433 143 115
internal_count=2918 2660 2301 377 1924 1021 439 582 359 161 258 130 396 365 903 204 175 148 786 657 470 187 162 103 551 336 485 433 143 115
cat_boundaries=0 17 35 37 39 41 42 43 44 45 54 55 56
cat_threshold=268566528 128 33554432 0 0 2 0 0 0 268443696 40960 64 0 0 0 32 128 1 0 536879104 786944 32 134217728 0 536870912 65536 0 0 0 0 0 0 0 1073741840 256 1073872896 164 83945536 32 4 1024 2 17908738 2 52 0 0 67108864 4 0 0 131072 0 2048 2 2
is_linear=0
shrinkage=0.04


Tree=675
num_leaves=31
num_cat=9
split_feature=9 12 2 12 13 5 3 3 2 3 12 3 2 2 3 3 9 2 3 2 11 2 2 0 1 12 3 2 18 2
split_gain=0.748345 0.709358 0.894007 0.708144 0.548221 0.450967 0.378817 0.439436 0.375548 0.367331 0.329658 0.837507 0.496451 0.920045 0.477769 0.394821 0.32828 0.313657 0.284316 0.26731 0.235431 0.246159 0.628173 0.583641 0.293583 0.348472 0.331474 0.263626 0.297229 0.24364
threshold=0 1 78.500000000000014 2 3 1.0000000180025095e-35 2015.5000000000002 2008.5000000000002 58.500000000000007 2015.5000000000002 4 2004.5000000000002 11.500000000000002 9.5000000000000018 2005.5000000000002 1998.5000000000002 5 4.5000000000000009 1998.5000000000002 147.50000000000003 6 2.5000000000000004 5.5000000000000009 35.600000000000009 5.5000000000000009 7 2015.5000000000002 12.500000000000002 8 17.500000000000004
decision_type=9 9 10 9 9 10 10 10 10 8 9 10 10 8 10 10 9 10 10 10 9 8 8 10 10 9 10 8 9 8
left_child=1 6 8 -2 5 9 7 18 20 -4 11 12 13 -5 15 16 17 -12 -1 -6 29 -22 23 -23 25 -24 27 -27 -29 -3
right_child=3 2 4 10 19 -7 -8 -9 -10 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.2664453756574741e-06 -1.5378373729307431e-05 -0.0011077970239427 7.1679675179934818e-05 3.4326734860545885e-05 3.0233853571992896e-05 -6.8171518893685949e-06 -0.00039288440732700972 4.5033669322954138e-05 -0.00044137788461877701 0.00029531418617519833 4.9783099607680984e-05 2.6345520500621498e-05 2.0341344512917163e-06 0.00040488745501969818 -3.749912857786081e-05 1.6690598071433748e-05 1.653828753111751e-05 -0.00019589235717214795 -0.0012679237601722743 -2.5128724846536391e-05 -0.00050792839213717922 0.00124704790238452 -6.7771716112411949e-05 2.171117986283357e-05 6.5721690252823272e-05 3.8912991998248793e-05 -0.00013139549641446972 6.7151272791962326e-05 -4.6588550079120897e-06 -1.7338903298821442e-05
leaf_weight=816 110 38 37 54 53 26 55 43 78 49 40 45 115 35 60 31 132 101 42 57 68 28 139 81 77 93 38 49 275 69
leaf_count=816 110 38 37 54 53 26 55 43 78 49 40 45 115 35 60 31 132 101 42 57 68 28 139 81 77 93 38 49 275 69
internal_value=0.000457921 8.82079e-05 0.0007109 0.00156403 0.00301345 0.00481301 -0.000728026 -0.000536586 0.000220502 0.00662069 0.00209615 0.00324615 0.00226341 0.00448889 0.00123733 0.00191475 0.00141606 -2.63167e-05 -0.00073574 0.000661156 0.00043933 0.000661233 0.000870678 0.00367273 0.000410713 0.000107562 0.000643776 0.000985645 0.000443076 -0.00125424
internal_weight=2934 2211 1255 723 222 112 956 901 1033 86 613 249 204 89 364 304 273 141 858 110 955 848 780 109 671 594 455 417 324 107
internal_count=2934 2211 1255 723 222 112 956 901 1033 86 613 249 204 89 364 304 273 141 858 110 955 848 780 109 671 594 455 417 324 107
cat_boundaries=0 2 4 5 6 8 10 13 14 15
cat_threshold=768 14340 84086016 32 17827872 10 180544 32 1 16400 32768 2147483648 524288 40960 4
is_linear=0
shrinkage=0.04


Tree=676
num_leaves=31
num_cat=13
split_feature=7 7 12 4 12 7 2 0 6 12 2 3 7 2 2 11 15 5 0 11 11 4 2 2 3 2 11 0 3 2
split_gain=1.56036 0.894694 0.755789 0.619458 0.603085 0.706537 0.507028 0.927557 0.67718 0.571661 0.706474 0.944667 0.448677 0.488903 0.503836 0.461561 0.35694 0.355744 0.354129 0.46297 0.3417 0.340585 0.653223 0.311944 0.303665 0.566949 0.296567 0.521866 0.504798 0.257409
threshold=0 1 2 180.50000000000003 3 4 104.50000000000001 35.850000000000009 5 6 16.500000000000004 2011.5000000000002 7 7.5000000000000009 2.5000000000000004 8 9 2.5000000000000004 44.07500000000001 10 11 54014.000000000007 27.500000000000004 29.500000000000004 1990.5000000000002 442.50000000000006 12 36.400000000000006 2004.5000000000002 46.500000000000007
decision_type=9 9 9 8 9 9 8 10 9 9 10 10 9 10 8 9 9 8 10 9 9 10 10 10 10 8 9 10 10 8
left_child=4 26 18 -4 12 16 8 -8 20 21 11 17 -1 14 -14 -15 -6 -11 19 -3 -5 22 -10 -17 25 -9 28 -28 -2 -29
right_child=1 2 3 6 5 -7 7 24 9 10 -12 -13 13 15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-2.1272096076540782e-05 7.3375141163070106e-05 1.4689622946276126e-05 7.7511674831093862e-05 2.3375543474463537e-06 6.1488569522090183e-06 -0.00016416904723015293 -4.8593339812258797e-06 9.6350667538555815e-05 7.072864966795728e-06 3.2063852612226969e-05 0.00011294057774069978 5.0852668930528306e-05 2.9534366719637605e-06 -2.6199125460044603e-05 0.00067237919677391917 -1.8161185864807892e-06 -8.948490429669897e-06 -8.1637514639650087e-05 6.9428565121929124e-05 -0.00024928875455840509 -0.00026375347060243179 2.5403332478512563e-05 -0.00015905073516255758 4.8569040434341573e-05 -0.00021744596141353253 0.00019414559442589732 0.0001351055323359667 4.0561557363784041e-06 2.3300366335114494e-06 -3.6056124288739641e-05
leaf_weight=113 78 183 27 162 303 201 71 37 186 44 138 25 25 116 28 64 201 108 54 159 117 27 79 134 25 100 40 43 29 40
leaf_count=113 78 183 27 162 303 201 71 37 186 44 138 25 25 116 28 64 201 108 54 159 117 27 79 134 25 100 40 43 29 40
internal_value=0.000774847 0.00152103 0.00115389 0.00167329 -0.000351172 -0.00108939 0.00153928 0.00319658 0.00110034 0.00183171 0.00300613 0.00141573 0.000733197 0.00140741 0.00496296 0.000838094 -0.000264079 0.000209149 -0.000353809 -0.000839651 -0.000537932 0.000501649 7.5187e-05 0.00195215 0.00485889 0.0055942 0.00381743 0.002 0.00552542 0.000333332
internal_weight=2957 1772 1542 1146 1185 705 1119 233 886 607 315 177 480 367 53 314 504 152 396 342 279 292 265 198 162 137 230 123 107 83
internal_count=2957 1772 1542 1146 1185 705 1119 233 886 607 315 177 480 367 53 314 504 152 396 342 279 292 265 198 162 137 230 123 107 83
cat_boundaries=0 18 35 37 38 55 56 57 74 76 77 79 80 81
cat_threshold=2 0 1141899264 2621952 524288 134217792 131072 805437440 33619968 0 32 2097408 144 0 67108864 32 1073745936 256 268435456 128 33562624 0 2 0 37748736 0 0 8224 32768 0 0 0 0 0 128 68290656 2 83913024 2 0 1048576 0 0 134217792 131072 131072 65536 0 0 256 0 0 0 32 1073745920 76 16785410 0 0 0 0 0 0 0 0 65536 0 0 0 0 0 0 0 1073745936 32772 1024 67108864 16388 1024 4 4
is_linear=0
shrinkage=0.04


Tree=677
num_leaves=31
num_cat=10
split_feature=8 7 2 12 2 9 12 7 2 2 3 2 2 12 3 2 2 2 13 3 2 2 2 12 0 18 4 2 0 2
split_gain=1.45949 1.30162 1.30191 0.863065 0.682199 0.599974 1.11481 0.79249 0.582799 0.512198 0.715064 0.551006 0.458053 0.407748 0.46206 0.460429 0.419114 0.395249 0.343382 0.449316 0.326906 0.914415 0.320037 0.312676 0.512502 0.314241 0.612195 0.282302 0.247701 0.253083
threshold=0 1 45.500000000000007 2 29.500000000000004 3 4 5 108.50000000000001 67.500000000000014 1998.5000000000002 199.50000000000003 29.500000000000004 6 1996.5000000000002 15.500000000000002 20.500000000000004 58.500000000000007 7 1999.5000000000002 19.500000000000004 36.500000000000007 25.500000000000004 8 23.500000000000004 9 208770000.00000003 9.5000000000000018 18.500000000000004 27.500000000000004
decision_type=9 9 10 9 10 9 9 9 10 10 10 10 10 9 10 8 8 8 9 8 10 10 10 9 10 9 10 8 10 10
left_child=1 4 13 5 -1 7 12 8 20 -4 11 -11 -7 15 -15 -3 -17 28 -9 -20 -2 22 -22 24 -21 26 -25 -27 -8 -30
right_child=3 2 9 -5 -6 6 17 18 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 23 21 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=-0.0013164746306456991 -1.5221841767592425e-05 -5.839934872808821e-05 0.0011112039081137598 -1.0153057682266399e-05 3.2384355126713423e-05 4.9220612468162693e-05 2.8540535157369436e-05 -3.9347172599220216e-05 0.00011714733584522334 4.9906641243844366e-05 5.8128576055585635e-05 -0.00060815878298923825 5.8416003617306383e-05 3.3626342956456643e-05 -6.4076638530208155e-06 0.00016326529727304196 2.7163486535901684e-06 2.304685700512914e-05 4.6561008013139736e-05 -0.00092503571550740901 0.00025899985960400179 -5.6816177951216786e-07 5.341804139610079e-05 5.022250220669624e-05 3.4432324175554027e-05 5.7998303033858661e-07 -0.0001660714716026793 -2.6063640205225385e-05 -2.6076039475242399e-07 -0.0012972078426270192
leaf_weight=76 67 113 35 710 54 88 27 229 32 41 31 31 36 195 38 25 79 87 26 48 32 93 26 40 65 100 41 219 186 33
leaf_count=76 67 113 35 710 54 88 27 229 32 41 31 31 36 195 38 25 79 87 26 48 32 93 26 40 65 100 41 219 186 33
internal_value=0.000601927 0.00215089 0.00295159 8.19663e-05 -0.00141844 0.00063257 0.00182051 8.5519e-05 0.00199234 0.00638849 0.00488461 0.00263014 0.00491852 0.00195122 0.00306557 0.000578946 0.00251428 0.000546511 -0.000554558 7.27179e-06 0.00131507 0.0023421 0.00623729 -0.00025681 0.00151613 -0.00077859 0.00141463 -0.0013625 -0.00025911 -0.000709092
internal_weight=2903 718 588 2185 130 1475 457 1018 250 138 103 72 124 450 233 217 104 333 768 539 218 151 58 513 113 400 81 319 246 219
internal_count=2903 718 588 2185 130 1475 457 1018 250 138 103 72 124 450 233 217 104 333 768 539 218 151 58 513 113 400 81 319 246 219
cat_boundaries=0 30 47 49 51 52 61 63 64 65 66
cat_threshold=0 2058 4 134217728 1073807360 1 262144 0 0 32768 0 131072 10240 1536 0 0 0 0 33554432 2048 128 0 0 0 0 49152 0 0 0 4096 0 0 1048576 0 0 0 0 131072 65536 0 8192 0 0 268435456 0 0 4096 123170 32 1073741824 14464 33056 131072 129 0 4 0 0 131072 0 67584 67338336 32 4 81920 4
is_linear=0
shrinkage=0.04


Tree=678
num_leaves=31
num_cat=12
split_feature=7 8 12 2 8 6 12 8 12 2 0 6 7 2 12 3 4 2 2 0 13 0 0 3 4 3 5 0 2 2
split_gain=1.42867 0.896647 0.751794 1.50848 0.940996 0.842329 0.728915 0.71044 0.849081 0.67222 0.520077 0.5176 0.493519 0.470355 0.405682 0.814705 0.387594 0.381855 0.362285 0.354703 0.32838 0.440786 0.401035 0.377845 0.312055 0.345445 0.300237 0.288149 0.280519 0.276098
threshold=0 1 2 416.00000000000006 3 4 5 6 7 19.500000000000004 18.500000000000004 8 9 74.500000000000014 10 2007.5000000000002 141.00000000000003 100.50000000000001 10.500000000000002 30.500000000000004 11 15.500000000000002 38.57500000000001 1992.5000000000002 984745000.00000012 2002.5000000000002 1.5000000000000002 39.07500000000001 6.5000000000000009 203.50000000000003
decision_type=9 9 9 10 9 9 9 9 9 10 10 9 9 8 9 10 10 8 8 10 9 10 10 10 8 10 8 10 8 8
left_child=7 6 3 5 9 24 17 8 13 -4 -8 18 27 16 -13 19 -1 -2 -6 -16 23 -22 -23 -7 -3 -26 -24 -9 -29 -15
right_child=1 2 4 -5 11 20 10 12 -10 -11 -12 14 -14 29 15 -17 -18 -19 -20 -21 21 22 26 -25 25 -27 -28 28 -30 -31
leaf_value=2.4469433692586681e-05 1.1127524144167115e-05 -1.0742071616752852e-05 -0.00041850882844315484 6.3751862539368373e-05 1.5549945863927576e-05 -3.9559277102883308e-05 8.4088425967239995e-06 7.2389259014315227e-06 -6.0672976568942545e-05 4.6047460049463166e-05 -5.2390335053381081e-05 -4.5899075550343576e-06 -2.3649643565254128e-05 0.00017822213377797949 -0.0022285656462152519 2.6669535817484998e-05 -6.1551310085819415e-05 0.00022590767990038861 -4.2189525282124667e-05 7.0409509445516852e-06 0.00022156813307702198 -0.00016460831191353193 4.3224316011830647e-05 9.8260661156829041e-06 0.0001060037717899773 1.2227030899084923e-05 8.9608428537475254e-06 1.6463742972534249e-05 -4.7639273545594415e-05 5.5748741478678697e-05
leaf_weight=59 331 39 46 28 60 127 113 82 153 63 167 190 261 29 33 29 32 36 133 114 31 35 46 59 223 101 124 35 142 35
leaf_count=59 331 39 46 28 60 127 113 82 153 63 167 190 261 29 33 29 32 36 133 114 31 35 46 59 223 101 124 35 142 35
internal_value=0.000411227 0.000957456 0.00149866 0.00231553 0.000483062 0.00201018 -0.000285715 -0.000991658 0.000526645 0.0037 -0.00178694 -0.00020351 -0.00188324 0.00253012 0.000679044 0.00201069 0.000826086 0.000878306 -0.00182353 0.000891891 0.000720553 0.00168421 0.00106796 -0.00052792 0.00339037 0.00388923 0.00187134 -0.000577779 -0.00150562 0.00529231
internal_weight=2956 2128 1481 813 668 785 647 828 308 109 280 559 520 155 366 176 91 367 193 147 422 236 205 186 363 324 170 259 177 64
internal_count=2956 2128 1481 813 668 785 647 828 308 109 280 559 520 155 366 176 91 367 193 147 422 236 205 186 363 324 170 259 177 64
cat_boundaries=0 18 45 47 70 71 73 99 101 102 120 121 122
cat_threshold=268435457 16 1141907456 2621952 34 134217792 0 0 33622016 0 8192 384 268435584 0 67108864 32 4112 384 1342177280 4 4 0 0 0 0 0 1 32768 0 4 2112 0 0 4096 0 0 0 2048 0 0 16777216 8 0 1073741824 4 67208450 2 0 0 0 0 0 0 0 2147483648 0 0 0 131072 8192 0 0 0 0 0 0 0 256 0 4194304 134 18079744 32 0 12 0 134217728 0 0 262144 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 0 0 16384 2402 32 22 268435456 16 1056768 524288 0 0 0 0 33619968 0 8192 128 0 0 0 32 0 384 16803904 12
is_linear=0
shrinkage=0.04


Tree=679
num_leaves=31
num_cat=13
split_feature=7 11 2 12 7 2 12 14 2 2 1 12 2 11 2 3 3 13 2 2 12 2 2 6 2 2 2 16 6 2
split_gain=1.79144 1.18639 0.658585 0.628111 0.471921 0.483842 0.443966 0.686994 0.851922 0.768932 0.576898 0.350214 0.651942 0.449447 0.337926 0.273446 0.318351 0.23873 0.271949 0.841128 0.296335 0.268413 0.863658 0.236674 0.612484 0.294085 0.222646 0.292689 0.210275 0.34678
threshold=0 1 403.00000000000006 2 3 12.500000000000002 4 5 1.5000000000000002 9.5000000000000018 5.5000000000000009 6 24.500000000000004 7 90.500000000000014 2007.5000000000002 2017.5000000000002 8 54.500000000000007 86.500000000000014 9 15.500000000000002 36.500000000000007 10 21.500000000000004 78.500000000000014 39.500000000000007 11 12 3.5000000000000004
decision_type=9 9 8 9 9 10 9 9 10 10 8 9 8 9 10 8 10 9 10 10 9 8 10 9 10 10 10 1 9 10
left_child=-1 2 3 15 5 -5 7 11 10 -10 -9 13 -13 26 -11 -2 23 21 20 -20 -19 -8 -23 25 -25 -17 27 -3 29 -6
right_child=1 6 -4 4 28 -7 17 8 9 14 -12 12 -14 -15 -16 16 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.8722732433808638e-05 -0.00018283484262471365 -0.00017247648209904509 7.8458711796679337e-05 4.1973636147638155e-06 7.361501471860831e-05 3.2682035272406377e-05 -0.00040364645387375799 -0.00062587615979320269 3.5114663425241917e-05 2.6070023803058831e-05 4.0036789874423607e-05 -0.00016213082938754144 4.3858662460807333e-05 -0.00031784064474876214 6.8821431627540699e-05 -9.1445253318121961e-05 -0.00060208802649617144 -0.00031882405451285782 8.8222663247860506e-05 -8.4206094459040389e-06 -2.3275702922205481e-06 0.00099628477702474972 -1.2916504819863048e-05 3.9357398833180941e-05 -2.1649351086240869e-05 1.4785587930977589e-05 -1.2759723493204456e-05 0.00025987803276216902 3.4117460696592504e-06 2.2966936831347361e-05
leaf_weight=346 27 26 26 39 61 83 58 42 31 97 66 70 104 122 25 76 25 103 33 67 164 50 93 72 29 29 66 94 320 507
leaf_count=346 27 26 26 39 61 83 58 42 31 97 66 70 104 122 25 76 25 103 33 67 164 50 93 72 29 29 66 94 320 507
internal_value=0.0005813 0.000940366 0.00179617 0.00167691 0.00211557 0.00445113 8.77449e-05 0.00072679 0.00233823 0.00433766 -0.000293579 -0.0001785 0.00121081 -0.000978057 0.00286179 -0.00011896 0.000327585 -0.000746115 -0.00134392 0.000396039 -0.00204478 0.00035849 0.00130555 0.000850241 0.00210714 -0.000517242 0.000284263 0.00132231 0.00174416 0.00222452
internal_weight=2951 2605 1294 1268 1010 122 1311 743 261 153 108 482 174 308 122 258 231 568 367 100 267 201 143 206 101 105 186 120 888 568
internal_count=2951 2605 1294 1268 1010 122 1311 743 261 153 108 482 174 308 122 258 231 568 367 100 267 201 143 206 101 105 186 120 888 568
cat_boundaries=0 18 20 22 33 35 36 38 39 40 41 42 43 44
cat_threshold=1 48 1073741824 2621952 524320 134217792 0 268435456 33554432 0 32 256 128 0 0 0 1073741840 256 32772 1115136 16802816 32 0 0 0 4 0 0 0 131072 65536 134217760 32768 85058 34 8321 81922 32 16416 2 16916736 264 2 450
is_linear=0
shrinkage=0.04


Tree=680
num_leaves=31
num_cat=10
split_feature=7 8 4 3 12 8 10 3 4 12 0 6 7 0 0 2 4 2 5 2 2 2 7 12 2 0 3 2 2 2
split_gain=1.25397 0.779366 0.686224 0.587201 0.513224 0.624735 0.505652 0.854774 0.769109 0.523489 0.66504 0.660011 0.441873 0.41424 0.400759 0.653864 0.386832 0.368898 0.340744 0.340554 0.396355 0.31986 0.298696 0.292457 0.333322 0.290133 0.28418 0.274079 0.308122 0.297526
threshold=0 1 313.50000000000006 2019.5000000000002 2 3 4 2013.5000000000002 581475000.00000012 5 35.850000000000009 6 7 18.500000000000004 39.07500000000001 30.500000000000004 101.00000000000001 2.5000000000000004 2.5000000000000004 131.00000000000003 10.500000000000002 46.500000000000007 8 9 51.500000000000007 16.750000000000004 2017.5000000000002 535.00000000000011 86.500000000000014 23.500000000000004
decision_type=9 9 8 10 9 9 9 8 10 9 10 9 9 10 10 8 10 10 10 10 8 10 9 9 10 10 10 8 10 10
left_child=4 19 16 6 17 -6 7 -4 9 11 -11 25 13 21 15 -14 -3 -1 26 20 -2 -7 23 24 -19 -8 -12 28 29 -13
right_child=1 2 3 -5 5 12 8 -9 -10 10 18 27 14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.9850081163435747e-05 2.0054167201119599e-05 4.8396703494803958e-05 2.9085724762338076e-05 2.6138946479858233e-05 6.2847977431478599e-05 3.5118420550236465e-05 3.095681044908178e-05 -0.00059395527353974594 1.3095130463227633e-05 -4.8242008743828588e-05 9.2271845568564238e-06 1.9456616849828335e-05 -7.0893077342759624e-07 2.4111550215986867e-05 -0.0001405474372198457 0.00061118702453156484 3.2884566800229749e-05 3.04305343947576e-05 0.00013958387154784462 3.181764379954543e-05 -3.8138181827475263e-05 -4.4413138813439445e-05 -4.7030115503160566e-05 -1.1932285157456591e-05 -4.3526197104171163e-05 -9.551509395343766e-06 8.7271229943304698e-05 0.00014616858607992427 -1.1202389033910383e-05 9.7435790985207391e-05
leaf_weight=102 50 35 25 64 114 140 26 99 25 175 603 120 30 134 123 47 30 102 39 35 140 75 187 183 33 74 25 30 37 42
leaf_count=102 50 35 25 64 114 140 26 99 25 175 603 120 30 134 123 47 30 102 39 35 140 75 187 183 33 74 25 30 37 42
internal_value=0.000700848 0.00141484 0.00175616 0.00157689 -0.000249806 0.00051632 0.00139288 -0.00100741 0.00163712 0.00149829 0.000928487 0.00283529 -6.42866e-05 0.000788888 -0.00151659 0.000666666 0.00575757 -0.00108091 0.00151497 -0.000762713 -0.00146597 -0.000277779 -0.0015415 -0.000705168 0.000684931 -8.59166e-10 0.00128458 0.00401667 0.00362 0.0043681
internal_weight=2944 1674 1449 1384 1270 663 1320 124 1196 1171 842 329 549 349 200 77 65 607 667 225 190 215 505 318 135 100 628 229 199 162
internal_count=2944 1674 1449 1384 1270 663 1320 124 1196 1171 842 329 549 349 200 77 65 607 667 225 190 215 505 318 135 100 628 229 199 162
cat_boundaries=0 18 45 47 68 69 71 72 84 101 103
cat_threshold=1 268435489 537919488 2621956 524322 134225920 131072 541196288 65536 16 32 384 128 268435456 0 0 4112 256 3221225488 0 0 0 2147483648 0 0 0 1 0 0 0 64 512 0 4096 0 0 33558528 0 0 0 0 8 0 0 64 67275778 32 0 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 0 128 17 16785696 34 24 0 0 0 0 0 0 131072 537001984 65536 0 0 128 0 1 1048576 2097152 0 0 131072 131072 65536 0 0 0 0 0 0 0 4096 2 32
is_linear=0
shrinkage=0.04


Tree=681
num_leaves=31
num_cat=11
split_feature=7 7 5 1 0 8 12 2 11 1 4 0 6 0 2 5 2 12 0 9 0 2 12 1 2 0 7 1 5 13
split_gain=1.79032 0.986053 0.866828 0.736709 0.639609 0.625137 0.591904 0.820646 0.558637 1.07896 0.55787 0.530259 0.612098 0.455632 0.438949 0.416157 0.342888 0.44112 0.348657 0.587213 0.341044 0.343945 0.298137 0.300891 0.271464 0.261536 0.260492 0.241154 0.229644 0.227429
threshold=0 1 3.5000000000000004 5.5000000000000009 39.07500000000001 2 3 84.500000000000014 4 5.5000000000000009 20046740000.000004 36.400000000000006 5 40.250000000000007 3.5000000000000004 1.5000000000000002 15.500000000000002 6 40.250000000000007 7 36.900000000000006 20.500000000000004 8 2.5000000000000004 16.500000000000004 35.600000000000009 9 5.5000000000000009 1.0000000180025095e-35 10
decision_type=9 9 8 10 10 9 9 10 9 8 8 10 9 10 8 10 8 9 10 9 10 8 9 10 10 8 9 8 10 9
left_child=2 6 -1 11 -5 8 7 27 -3 10 -10 -4 13 -13 28 16 17 -16 19 22 25 -22 29 -24 -17 -21 -8 -2 -7 -18
right_child=1 5 3 4 -6 14 26 -9 9 -11 -12 12 -14 -15 15 24 18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.3440920397335791e-05 -3.7196564108672203e-05 1.1810438185277201e-06 0.00049125974481473026 3.8615653456356437e-05 0.00030098584504059336 3.9472176439751011e-05 -9.1171115151936782e-06 0.00095243372051220885 1.8847665351020489e-05 -6.1245283463636218e-05 9.1578458947950671e-05 6.7450022933158801e-06 -1.5387770298272108e-05 5.6506414630761185e-06 2.4910699864775024e-05 2.2539296992900025e-05 7.0958372618080045e-06 -3.8008755687154053e-05 -6.5467303363675457e-06 2.9658293284066713e-05 3.1527094869072584e-05 5.6205444934691995e-07 2.3311905506150179e-05 4.998900474124288e-06 -8.647242954842036e-06 0.0030965709235382419 -5.1321130855117044e-05 2.0562907620047841e-05 -8.5052467452919402e-05 -0.0001836738176072095
leaf_weight=49 87 159 36 26 26 134 298 29 30 59 85 33 103 71 119 39 147 324 113 48 25 129 33 275 44 27 147 31 28 216
leaf_count=49 87 159 36 26 26 134 298 29 30 59 85 33 103 71 119 39 147 324 113 48 25 129 33 275 44 27 147 31 28 216
internal_value=0.000444294 8.19103e-05 0.00310986 0.00236486 0.00664151 0.000500733 -0.00133997 0.000835442 0.00205814 0.00358919 0.00603448 0.00142623 0.000634614 0.00264348 0.000184578 -2.33776e-05 -0.000181195 -0.00110811 0.000224851 0.000488345 0.00218333 0.0011871 -0.000123168 0.000777429 0.00271428 0.00447368 -0.0020614 -0.000605043 0.00215951 -0.000887701
internal_weight=2970 2626 344 295 52 2034 592 147 333 174 115 243 207 104 1701 1539 1456 443 1013 900 229 154 671 308 83 75 445 118 162 363
internal_count=2970 2626 344 295 52 2034 592 147 333 174 115 243 207 104 1701 1539 1456 443 1013 900 229 154 671 308 83 75 445 118 162 363
cat_boundaries=0 18 36 59 61 62 63 64 66 68 78 79
cat_threshold=268582912 268435585 33562624 8192 2 0 0 8192 0 134225920 40960 0 67108864 268435456 0 0 128 256 3 16 68157440 524804 524288 134219776 0 268435456 65536 48 32 256 128 0 67108864 32 1073741824 128 0 2060 0 0 2147483648 1 262144 0 0 0 0 131072 10240 512 0 0 0 0 0 2048 0 0 4194304 16779328 32 4 152 90144 1 6272 67208544 32 3 0 68157440 4 0 0 0 0 65536 48 12
is_linear=0
shrinkage=0.04


Tree=682
num_leaves=31
num_cat=6
split_feature=0 12 3 9 0 2 4 6 2 2 1 6 5 3 12 2 2 0 2 2 5 4 2 6 3 3 3 2 4 2
split_gain=0.507993 0.551142 0.606762 0.465291 0.448068 0.485401 0.368277 0.354705 0.671207 0.558657 0.357584 0.329251 0.629094 0.419909 0.373378 0.43639 0.690472 0.359869 0.648942 0.373376 0.336591 0.296687 0.390835 0.296604 0.388188 0.300658 0.274238 0.260707 0.255811 0.271209
threshold=58.750000000000007 0 2000.5000000000002 1 39.07500000000001 144.50000000000003 260.00000000000006 2 3.5000000000000004 14.500000000000002 5.5000000000000009 3 1.5000000000000002 1993.5000000000002 4 99.000000000000014 147.50000000000003 21.500000000000004 74.500000000000014 32.500000000000007 2.5000000000000004 481.00000000000006 19.500000000000004 5 2018.5000000000002 2005.5000000000002 2010.5000000000002 10.500000000000002 3841755000.0000005 13.500000000000002
decision_type=10 9 10 9 10 10 8 9 10 10 8 9 8 10 9 8 10 10 8 10 10 10 10 9 10 10 10 10 10 10
left_child=1 2 3 -1 -4 23 -5 -3 -9 -10 -11 12 -8 14 21 20 -17 18 19 -14 28 22 27 24 25 -6 -25 -13 29 -16
right_child=-2 7 4 6 5 -7 11 8 9 10 -12 13 17 -15 15 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-1.1376204090252083e-05 8.1367747834092417e-05 -1.9088718091814329e-06 -3.4865390241225094e-06 4.3810124538120182e-05 1.2103457543153321e-05 4.8802977243603285e-05 4.6383786090749317e-05 2.5687300222784553e-05 -0.0001682922078940253 3.6589876942105234e-05 -3.5879140879560648e-05 8.6126734132012473e-05 3.3398363507467319e-05 -0.0012910073699000486 4.1350926131194611e-06 0.00015821425389942118 -1.3667848244921209e-05 -1.4836497441845263e-05 6.646366794632598e-05 -0.00011842199333963849 6.1550720290691341e-05 -1.4813552344314089e-05 0.00031823852062707556 -8.5456350237741291e-05 2.4188727531825701e-05 4.4893070602962387e-07 1.523489561987328e-05 -4.4405957727704027e-05 3.5924900986642367e-05 -0.000209663910158306
leaf_weight=213 28 757 67 54 32 25 28 66 114 172 42 55 118 35 104 61 32 341 36 70 29 31 55 38 33 56 69 26 35 113
leaf_count=213 28 757 67 54 32 25 28 66 114 172 42 55 118 35 104 61 32 341 36 70 29 31 55 38 33 56 69 26 35 113
internal_value=0.000524522 0.000471801 0.000914543 0.000567849 0.00249221 0.00325984 0.000865477 -0.000209984 0.000750616 2.43152e-05 0.00122791 0.000721367 4.63567e-05 0.00139012 0.00169004 0.000893506 0.00327659 -0.000247351 0.000995555 4.23271e-05 0.000127659 0.00321348 0.00420438 0.00265502 0.00390909 0.00278652 0.00077966 0.00239024 -0.000347827 -0.000862386
internal_weight=2935 2907 1756 1436 320 253 1223 1151 394 328 214 1169 593 576 541 374 93 565 224 188 281 167 136 228 121 88 107 81 252 217
internal_count=2935 2907 1756 1436 320 253 1223 1151 394 328 214 1169 593 576 541 374 93 565 224 188 281 167 136 228 121 88 107 81 252 217
cat_boundaries=0 2 4 5 6 8 9
cat_threshold=67158338 34 257 16400 156 90 32768 32 148
is_linear=0
shrinkage=0.04


Tree=683
num_leaves=31
num_cat=16
split_feature=7 8 11 4 9 9 6 12 12 12 2 1 4 11 2 12 0 0 2 9 7 7 0 5 2 2 7 2 6 2
split_gain=1.17748 0.983818 0.63049 0.545692 0.584249 0.527181 0.461036 0.452446 0.444878 0.423231 0.774013 0.409574 0.407198 0.397415 0.384965 0.451291 0.592101 0.499593 0.420461 0.421889 0.382181 0.300509 0.28582 0.257772 0.422361 0.245342 0.24336 0.23115 0.230901 0.492882
threshold=0 1 2 293.00000000000006 3 4 5 6 7 8 44.500000000000007 5.5000000000000009 1972110000.0000002 9 572.00000000000011 10 20.500000000000004 35.250000000000007 144.50000000000003 11 12 13 40.250000000000007 3.5000000000000004 41.500000000000007 11.500000000000002 14 15.500000000000002 15 20.500000000000004
decision_type=9 9 9 10 9 9 9 9 9 9 10 8 10 9 10 9 8 10 10 9 9 9 10 8 10 10 9 10 9 10
left_child=5 -2 -3 4 7 -1 -5 -4 20 23 11 -11 27 26 15 -9 -17 -18 19 -19 -7 -15 25 -6 -25 -22 -10 -8 29 -21
right_child=1 2 3 6 9 8 12 14 13 10 -12 -13 -14 21 -16 16 17 18 -20 28 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.8012019437835846e-05 -1.9184547199251481e-05 -7.8147578291448008e-05 2.9190884267205262e-05 -1.944474202429435e-05 6.8510678271919864e-05 -0.00013866467164358671 0.00019973863346226369 -2.0407600340489024e-05 -8.0865907252618537e-05 0.00013545866927009627 -3.0928233714631909e-05 1.1475796660495935e-05 -5.5974635241977089e-06 2.7149063176221918e-05 4.6196016306638748e-05 0.0028859739979735111 -4.735864975956793e-05 -0.00031564890713536582 0.0001015307812389431 3.080520675686849e-05 1.5368870962094773e-05 -6.223038833942658e-06 -0.00059311086247630608 -6.4377290874907125e-05 4.604556541389549e-05 -1.6040874780385308e-06 1.6778908481556886e-06 5.3335761791879203e-06 1.2253136534740473e-06 -2.8692612140587095e-06
leaf_weight=113 102 115 146 120 31 245 42 144 108 74 30 28 35 327 29 29 44 112 27 190 44 167 25 75 26 137 121 26 163 75
leaf_count=113 102 115 146 120 31 245 42 144 108 74 30 28 35 327 29 29 44 112 27 190 44 167 25 75 26 137 121 26 163 75
internal_value=0.000393086 0.00109199 0.00134606 0.00157584 0.0019183 -0.000514639 -0.000232144 0.00140618 -0.00024979 0.00357818 0.00525874 0.00730097 0.00164912 0.000365122 0.00100485 0.000845859 0.00129032 0.00103921 0.00135915 0.00110906 -0.00122078 0.000998019 7.37318e-05 0.00162238 0.000745097 0.000637362 -0.000983334 0.0035942 0.00165831 0.0023913
internal_weight=2950 1663 1561 1446 1223 1287 223 959 1174 264 132 102 103 723 813 784 640 611 567 540 451 494 206 132 101 181 229 68 428 265
internal_count=2950 1663 1561 1446 1223 1287 223 959 1174 264 132 102 103 723 813 784 640 611 567 540 451 494 206 132 101 181 229 68 428 265
cat_boundaries=0 18 45 48 50 52 53 55 56 58 60 62 64 81 98 107 108
cat_threshold=0 1 1141907456 2884100 524322 134217728 131072 131072 33619968 268443664 0 2097536 128 0 67108864 0 4112 256 16 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 0 2048 0 0 0 0 0 0 64 32 524320 1 1073741824 22576 0 12304 276 64 32 16977184 8258 32 16388 2147483648 16779552 2 0 16400 0 0 0 0 0 0 131072 131072 0 0 0 0 0 0 0 0 4096 0 0 0 0 2 0 131072 131072 65536 0 0 0 0 0 0 0 4096 0 0 8192 2097156 0 0 131072 0 65536 278
is_linear=0
shrinkage=0.04


Tree=684
num_leaves=31
num_cat=12
split_feature=7 8 8 12 9 0 18 2 2 9 11 12 12 0 6 0 2 4 2 2 2 0 0 2 2 2 2 12 2 2
split_gain=1.5643 1.08747 0.736249 0.878639 0.676263 0.679523 0.799748 0.529744 0.500797 0.401747 0.355598 0.505937 0.466115 0.487882 0.391784 0.386598 0.353847 0.378227 0.352761 0.316222 0.312966 0.30311 0.465236 0.42674 0.548124 0.301062 0.288246 0.279685 0.49946 0.280659
threshold=0 1 2 3 4 44.07500000000001 5 70.500000000000014 37.500000000000007 6 7 8 9 24.500000000000004 10 15.500000000000002 229.00000000000003 1800.0000000000002 9.5000000000000018 18.500000000000004 5.5000000000000009 48.175000000000004 40.250000000000007 50.500000000000007 47.500000000000007 104.50000000000001 595.00000000000011 11 155.00000000000003 10.500000000000002
decision_type=9 9 9 9 9 10 9 8 10 9 9 9 9 10 9 10 10 8 8 10 10 8 10 10 8 10 10 9 8 10
left_child=9 -2 3 20 5 6 -4 8 -8 -1 11 15 14 -14 -12 -6 17 -15 -16 -20 -3 22 23 24 -19 -5 -18 28 29 -11
right_child=1 2 4 25 10 -7 7 -9 -10 27 12 -13 13 16 18 -17 26 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016194183759748668 -5.0624310713232038e-06 5.408905391006351e-05 3.7067430506436099e-05 4.9003775272351872e-06 4.7750635958693369e-05 -0.0015519859893297237 1.6171429451928156e-05 -6.9750951017483176e-05 5.6909640089202189e-05 9.3773780595393972e-05 4.2843793317114613e-05 -4.3846176934536629e-05 -0.0001516781482116807 -8.1714069342382731e-06 0.00058291267870814567 -2.5332023716591215e-05 7.7041646138693558e-05 4.8492410277754366e-06 -0.0019367553675400354 4.1300683087436503e-05 4.5710046810112096e-05 4.3207354592900325e-05 -2.7090494627352026e-05 -8.9922339835888499e-06 0.00041658895833739275 5.5065284601371586e-05 2.3470939073846303e-05 -3.8697916333730241e-05 -0.002942289547411141 -1.8142781978250061e-07
leaf_weight=114 240 29 38 255 63 45 174 40 30 48 132 256 75 49 42 54 26 351 48 52 88 34 94 77 30 25 26 198 43 152
leaf_count=114 240 29 38 255 63 45 174 40 30 48 132 256 75 49 42 54 26 351 48 52 88 34 94 77 30 25 26 198 43 152
internal_value=0.000303174 0.000749999 0.00103918 0.00257843 0.000673153 0.00228402 0.00308127 0.00222041 0.0030439 -0.00159011 0.000284506 -0.000760418 0.000664756 0.000144889 0.00204912 0.00134375 0.000482557 0.000220125 0.000470587 -0.00079208 0.00540625 0.000504258 0.000274863 0.000801742 0.00135078 0.00123711 0.00362264 -0.000982302 -4.7245e-05 0.000796019
internal_weight=2928 2373 2133 397 1736 327 282 244 204 555 1409 373 1036 762 274 117 687 635 142 100 117 586 552 458 381 280 52 441 243 200
internal_count=2928 2373 2133 397 1736 327 282 244 204 555 1409 373 1036 762 274 117 687 635 142 100 117 586 552 458 381 280 52 441 243 200
cat_boundaries=0 18 48 77 78 80 81 83 86 87 89 90 92
cat_threshold=131073 49 1610620928 2621956 2 134217794 0 0 65536 8192 8192 0 128 0 67108864 32 128 256 268435456 0 0 0 65536 0 0 2147483648 0 0 0 0 0 1048576 0 4096 0 0 0 10240 0 0 4194304 8 0 32768 64 0 0 8192 0 8 4 134217728 0 0 0 0 1 32768 0 4 0 512 0 0 0 0 0 0 384 0 0 0 0 0 4 0 524288 41280 256 8356 4 0 4148 32 512 524288 1099840 68158752 34 392 67208226 32
is_linear=0
shrinkage=0.04


Tree=685
num_leaves=31
num_cat=9
split_feature=7 9 2 8 0 2 0 7 11 9 1 9 9 0 2 0 2 2 2 0 0 0 13 2 2 2 2 2 5 0
split_gain=1.47839 1.53301 1.22339 1.06685 1.00166 0.834698 1.00583 0.62314 0.643605 1.08659 0.581617 0.561034 0.519763 0.477166 0.496237 0.452508 0.438561 0.375297 0.532235 0.337344 0.365869 0.310004 0.522744 0.338136 0.374785 0.301909 0.291386 0.689502 0.282628 0.271546
threshold=0 1 18.500000000000004 2 35.850000000000009 19.500000000000004 18.500000000000004 3 4 5 4.5000000000000009 6 7 39.07500000000001 39.500000000000007 18.500000000000004 8.5000000000000018 73.500000000000014 163.00000000000003 32.500000000000007 24.500000000000004 47.750000000000007 8 13.500000000000002 26.500000000000004 51.500000000000007 33.500000000000007 42.500000000000007 1.5000000000000002 16.750000000000004
decision_type=9 9 10 9 10 10 10 9 9 9 10 9 9 10 10 10 8 10 10 10 10 10 9 10 10 10 10 10 8 10
left_child=12 3 4 5 -3 6 -2 15 9 21 -6 17 29 14 -7 -5 -17 -10 -19 20 -18 22 28 -24 -25 -15 -4 -28 -9 -1
right_child=1 2 26 7 10 13 -8 8 11 -11 -12 -13 -14 25 -16 16 19 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00018357332376156801 6.1172846960029267e-05 0.00097770094353401 -9.924868697179474e-05 1.2306084384895492e-05 2.5931364020471281e-05 0.00012026507989313876 -0.00084758293458694607 -0.00035472375737454544 -1.5109308910046908e-05 -5.3669491857827358e-06 3.1900693777155587e-05 -0.00011693864798462406 -7.2515451887352589e-05 4.8350170683942738e-05 -4.7316667446869848e-06 6.6531061622464879e-05 2.0508329743654589e-05 1.4671360718294326e-05 -4.3351180534562615e-06 8.7110899757419213e-06 0.002791836079729589 6.3364283541712406e-05 2.820299699423592e-05 0.00022265253852479412 4.9480236498807843e-05 1.062901562328868e-05 5.383991686131915e-05 1.2523338397247272e-06 1.0145510270156522e-05 4.0921789840061218e-07
leaf_weight=31 26 41 65 216 76 38 63 27 407 403 179 152 161 26 47 27 29 59 39 108 26 26 96 39 37 31 33 130 74 237
leaf_count=31 26 41 65 216 76 38 63 27 407 403 179 152 161 26 47 27 29 59 39 108 26 26 96 39 37 31 33 130 74 237
internal_value=0.000611524 0.000979849 0.00288598 0.000466367 0.004633 0.00295868 4.44435e-05 0.000123873 -0.000289052 0.000549789 0.00367187 -0.00117964 -0.00153636 0.00497902 0.00302325 0.00147722 0.00293194 -0.000503877 0.00169697 0.00212195 0.00464286 0.00233548 0.002 0.00323497 0.0054026 0.0077931 0.000733624 0.00163415 -0.000392858 -0.000401435
internal_weight=2949 2520 524 1996 296 231 89 1765 1359 702 255 657 429 142 85 406 190 505 98 163 55 299 273 172 76 57 228 163 101 268
internal_count=2949 2520 524 1996 296 231 89 1765 1359 702 255 657 429 142 85 406 190 505 98 163 55 299 273 172 76 57 228 163 101 268
cat_boundaries=0 18 20 47 58 60 62 64 66 67
cat_threshold=268435456 268435457 1611661312 526852 524288 134219778 0 536870912 0 134217728 0 256 128 0 0 32 1073741840 256 384 22576 0 8 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 384 0 0 0 0 16384 4 0 0 0 2097152 2 8192 0 131072 67584 0 8224 32772 2147484160 0 20512 128 2080 0 18560 4
is_linear=0
shrinkage=0.04


Tree=686
num_leaves=31
num_cat=16
split_feature=7 8 5 7 12 9 3 11 5 7 6 12 4 4 13 3 3 8 3 3 8 12 1 7 3 4 11 4 7 3
split_gain=1.56428 1.18768 0.851897 0.829185 0.917056 0.597249 1.16091 0.700707 0.568761 0.535647 0.528731 0.436292 0.35986 0.445601 0.339943 0.328103 0.295235 0.283384 0.277323 0.271399 0.28701 0.534267 0.29067 0.275803 0.268809 0.257191 0.228444 0.228155 0.203754 0.193004
threshold=0 1 4.5000000000000009 2 3 4 2018.5000000000002 5 inf 6 7 8 10438345000.000002 1009900000.0000001 9 1996.5000000000002 2017.5000000000002 10 2014.5000000000002 2015.5000000000002 11 12 1.5000000000000002 13 2010.5000000000002 481.00000000000006 14 141.00000000000003 15 2015.5000000000002
decision_type=9 9 8 9 9 9 8 9 8 9 9 9 10 10 9 8 8 9 8 10 9 9 10 9 8 10 9 10 9 8
left_child=2 9 -1 15 17 7 -7 -6 -8 27 14 -11 13 24 18 -3 -4 -5 -9 20 23 -22 -23 -12 -13 -26 -19 -2 -17 -16
right_child=1 3 16 4 5 6 8 10 -10 11 19 12 -14 -15 29 28 -18 26 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.3051137263127027e-05 8.678159188623467e-06 3.4866687136045752e-06 6.9766817806539518e-06 2.8623905226221889e-05 4.629153948626244e-05 0.0010391453058274413 8.0124541285827664e-05 -0.00047488570244337027 -2.6308774400701521e-07 2.0644080452589578e-06 2.5644856785192483e-05 -7.4705119703669242e-05 -9.2547105511162192e-06 0.0001556273512317817 9.8772614478350295e-06 -3.4617000317853895e-05 4.9405565997197491e-07 -3.122634801923348e-06 2.4157179027251127e-06 -0.00012322348628373311 -0.00010409189433307688 0.0024764554679905407 5.2765565535325737e-05 -2.5391820900155538e-05 5.3540895053965269e-05 6.644253242635073e-07 -0.00011588242943858266 -0.00045695137323647556 -4.4052631165761817e-05 -4.3281143702327911e-05
leaf_weight=36 74 33 27 112 104 27 41 36 123 115 153 33 28 37 25 227 55 270 116 34 117 25 194 159 221 30 164 28 175 160
leaf_count=36 74 33 27 112 104 27 41 36 123 115 153 33 28 37 25 227 55 270 116 34 117 25 194 159 221 30 164 28 175 160
internal_value=0.000404026 0.00020752 0.00471318 -0.000199481 0.000171031 0.000742641 0.00275247 0.000377424 0.0016 0.00183016 4.27175e-05 0.00240842 0.00312222 0.00359006 -0.00122989 -0.00174888 0.00279518 -0.0011921 0.000196318 0.000681096 0.000875192 0.00165994 0.0028 -2.47687e-05 0.00303158 0.00347619 -0.00165393 -0.000778762 -0.00210422 -0.00234694
internal_weight=2979 2861 118 2295 1860 1314 191 1123 164 566 1019 464 349 321 337 435 82 546 152 682 648 336 219 312 284 251 434 102 402 185
internal_count=2979 2861 118 2295 1860 1314 191 1123 164 566 1019 464 349 321 337 435 82 546 152 682 648 336 219 312 284 251 434 102 402 185
cat_boundaries=0 17 47 65 66 68 70 84 85 86 87 111 134 135 143 146 163
cat_threshold=0 268435456 33554432 0 0 64 33554432 0 0 134217728 32768 0 0 0 0 0 1073741952 0 2058 0 134217728 2147483648 1 0 0 0 32768 0 131076 10240 512 268435456 0 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 4096 2 1 536870912 2560 0 134217728 0 0 33622016 0 32 384 268435600 0 0 0 16 512 1179682 0 22548 49152 2147483648 1 0 0 0 0 0 0 131072 33619968 0 8192 0 0 268435456 464 16852256 2 16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 16777216 8 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 67160320 131072 0 0 0 0 0 0 131072 4 0 524288 0 1 0 2048 0 0 0 0 65536 0 0 384 16 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=687
num_leaves=31
num_cat=8
split_feature=8 11 2 12 8 0 12 3 2 2 12 3 9 0 2 2 0 2 1 4 1 2 17 2 2 0 3 0 2 2
split_gain=1.45426 0.702472 0.826173 0.718475 0.636931 0.665684 0.578664 1.12447 0.593204 0.605033 0.533216 0.591951 0.492414 0.402977 0.384301 0.328025 0.49265 0.326899 0.498153 0.388939 0.283148 0.283054 0.353779 0.614104 0.597547 0.27074 0.276686 0.36208 0.266959 0.301803
threshold=0 1 492.00000000000006 2 3 38.57500000000001 4 2014.5000000000002 2.5000000000000004 9.5000000000000018 5 1993.5000000000002 6 42.710000000000008 46.500000000000007 13.500000000000002 24.500000000000004 542.50000000000011 5.5000000000000009 45.000000000000007 3.5000000000000004 12.500000000000002 7 39.500000000000007 21.500000000000004 44.07500000000001 2010.5000000000002 24.500000000000004 12.500000000000002 29.500000000000004
decision_type=9 9 8 9 9 10 9 10 10 10 9 10 9 10 8 10 10 8 10 10 10 10 9 10 10 10 8 10 10 10
left_child=-1 2 6 17 5 15 7 12 -8 -10 -11 21 -2 -6 -15 -5 -17 18 19 28 -4 -12 -23 24 -24 26 -14 -28 -3 -30
right_child=1 3 20 4 13 -7 8 -9 9 10 11 -13 25 14 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-3.1971171859945663e-05 0.00015484715402117968 0.00025584375471370712 3.7814820306265122e-05 -4.8174377486107249e-05 -4.124720044336232e-05 2.0563306300324303e-05 2.6707156365282562e-05 0.00048823796557234071 -2.8146183968529898e-05 -7.384548748011094e-06 0.0001098204985047383 -1.4414731475831352e-05 4.9181401298067119e-05 1.8335894042937664e-05 -0.00052583595796221172 -1.6018657155569827e-06 5.9907514188713262e-05 0.00020206781152888844 4.8523480120651755e-05 -0.00093668228922715426 9.1023390879137379e-05 6.64751259969179e-07 1.6305770084694615e-05 0.00031846460569594801 -0.0016067316953814591 4.2574183579802946e-05 4.2796085439214035e-05 -1.4403803585470866e-05 -0.0018988984376155536 7.6222056832259435e-06
leaf_weight=350 115 69 31 74 381 26 63 32 208 181 47 162 26 35 38 241 35 41 51 31 41 132 55 82 28 30 27 125 66 132
leaf_count=350 115 69 31 74 381 26 63 32 208 181 47 162 26 35 38 241 35 41 51 31 41 132 55 82 28 30 27 125 66 132
internal_value=0.000277401 0.000603975 0.00121776 -9.74827e-05 -0.000761 0.000454779 0.000995433 0.00234973 0.000462331 0.000200892 0.000773255 0.0014236 0.00169136 -0.00175484 0.000918918 -9.50957e-10 0.000635378 0.00129676 0.000925713 0.000294313 0.00536986 0.0023884 0.00191946 0.00306818 0.000809523 0.000401826 -0.000178772 -0.000836602 0.000791044 4.02001e-05
internal_weight=2955 2605 1385 1220 830 376 1313 355 958 895 687 506 323 454 73 350 276 390 349 298 72 344 297 165 83 208 178 152 267 198
internal_count=2955 2605 1385 1220 830 376 1313 355 958 895 687 506 323 454 73 350 276 390 349 298 72 344 297 165 83 208 178 152 267 198
cat_boundaries=0 30 33 35 61 63 64 66 67
cat_threshold=1073741840 4 0 0 65536 0 0 0 1 0 0 131072 0 1048576 0 4096 0 0 0 10240 2147483648 0 0 8 0 32768 64 0 128 8192 67108868 67072 524288 67166464 2 0 8 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 20971520 0 0 16384 67141664 32 16860160 0 28800 10
is_linear=0
shrinkage=0.04


Tree=688
num_leaves=31
num_cat=10
split_feature=7 11 12 2 12 1 2 2 7 2 2 7 9 2 4 2 2 2 12 2 2 2 2 4 4 13 2 2 4 12
split_gain=1.07981 0.870641 0.921489 0.727603 0.595515 0.585818 1.02411 0.887562 0.422112 0.407474 0.374493 0.327141 0.428042 0.585517 0.35292 0.32429 0.31689 0.291682 0.431955 0.332556 0.274085 0.271768 0.425756 0.264013 0.260643 0.224657 0.202696 0.190903 0.185221 0.163999
threshold=0 1 2 1269.0000000000002 3 4.5000000000000009 25.500000000000004 63.500000000000007 4 136.50000000000003 19.500000000000004 5 6 2.5000000000000004 1950.0000000000002 22.500000000000004 23.500000000000004 29.500000000000004 7 34.500000000000007 12.500000000000002 53.500000000000007 16.500000000000004 1868495000.0000002 5965.0000000000009 8 29.500000000000004 49.500000000000007 972430000.00000012 9
decision_type=9 9 9 10 9 10 10 10 9 10 10 9 9 10 10 8 8 10 9 10 10 10 10 10 10 9 10 8 10 9
left_child=-1 2 27 4 10 23 15 -8 21 -9 29 16 26 -14 17 20 -10 18 -15 -19 -7 22 -6 -4 -12 -21 -13 -2 -16 -3
right_child=1 3 5 -5 8 6 7 9 11 -11 24 12 13 14 28 -17 -18 19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011588829897646686 -0.00084797040512903077 -1.707024373693393e-05 -0.00024833320461356963 5.6019421299851024e-05 1.12526852917188e-05 0.00010963326309613587 -0.00076751436701840705 2.7588395908352605e-05 4.9476384036531017e-06 1.212496815231429e-05 -1.22521654728966e-06 -0.00027656262659972469 5.4185457872818935e-05 -0.00010674995094889876 0.00024623579841658521 7.3021855251041419e-05 -4.4140618457292405e-05 0.00018154757915576922 8.3215248750744699e-06 1.1940805982005875e-05 5.0271768027242478e-05 -2.1516626479056118e-06 6.2613510279712695e-05 5.2670959954351018e-05 -1.8675267310908939e-05 -2.4558526512039329e-06 5.4773151344105739e-07 1.3951993455287498e-06 -2.3943280684938065e-06 -0.00035218075314337856
leaf_weight=233 64 341 58 45 43 49 35 27 41 26 512 138 114 225 29 30 79 31 182 108 36 32 30 26 30 122 51 53 25 126
leaf_count=233 64 341 58 45 43 49 35 27 41 26 512 138 114 225 29 30 79 31 182 108 36 32 30 26 30 122 51 53 25 126
internal_value=-0.000123726 0.00010592 0.00179277 -0.000196977 -0.000299116 0.00299329 0.0042549 0.000988763 0.000285487 0.00422222 -0.00101569 5.19022e-05 0.000289574 0.000680046 0.000265559 0.00672414 -0.00183206 1.19572e-05 -0.000656864 0.00105343 0.00534884 0.00258621 0.00416216 0.000282352 -0.000309393 0.00051948 -0.00138 -0.00115625 0.00334545 -0.0018547
internal_weight=2941 2708 404 2304 2259 287 203 88 1250 53 1009 1145 1025 836 722 115 120 668 407 261 85 105 73 84 542 230 189 117 54 467
internal_count=2941 2708 404 2304 2259 287 203 88 1250 53 1009 1145 1025 836 722 115 120 668 407 261 85 105 73 84 542 230 189 117 54 467
cat_boundaries=0 18 21 23 25 34 51 53 55 56 58
cat_threshold=0 32 1074790400 526848 524288 134219776 0 0 0 8192 32 256 268435584 0 0 0 0 768 32768 1536 524288 68184064 32 205920 32 2 0 67108864 4 0 0 0 0 33554432 0 128 0 2097152 32 0 0 0 0 32 0 0 0 268435456 0 0 4112 0 16388 67111170 2 12 73792 32
is_linear=0
shrinkage=0.04


Tree=689
num_leaves=31
num_cat=15
split_feature=8 7 12 9 6 10 8 12 0 0 12 12 0 0 12 3 3 8 0 7 8 5 12 0 1 3 1 0 0 0
split_gain=1.78373 0.72953 0.558444 0.508274 0.604655 0.694854 0.607582 0.600754 0.549836 0.822403 0.542261 0.477534 0.446023 0.396242 0.384374 0.405719 0.277853 0.388518 0.327782 0.255139 0.27389 0.228898 0.224816 0.365173 0.223288 0.24803 0.21258 0.190272 0.18761 0.356518
threshold=0 1 2 3 4 5 6 7 42.710000000000008 45.425000000000004 8 9 43.175000000000004 38.57500000000001 10 2015.5000000000002 1996.5000000000002 11 30.500000000000004 12 13 7.0000000000000009 14 35.850000000000009 1.0000000180025095e-35 2017.5000000000002 5.5000000000000009 40.250000000000007 44.07500000000001 39.07500000000001
decision_type=9 9 9 9 9 9 9 9 10 10 9 9 10 10 9 10 10 9 10 9 9 8 9 10 10 8 10 8 10 10
left_child=2 -2 -1 7 6 8 12 -3 10 -10 -6 13 14 -8 26 16 17 -16 -19 -4 28 -22 23 -12 -24 -26 -5 -7 29 -21
right_child=1 3 19 4 5 27 11 -9 9 -11 22 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.4557089066572778e-08 -4.2401710369665925e-05 -1.0977441334444697e-06 0.00018827787422475505 -4.386626340442722e-05 9.6146571233437407e-05 -0.00010501043566385377 -3.0565257271262789e-05 -2.7945568417121102e-05 0.00011258062583011232 -0.00013715281200651227 -0.0051988392235564826 -5.824302864305948e-05 4.8077942923579807e-05 1.5841619979457695e-05 -2.0402342051282648e-07 2.0527210107504527e-05 -4.7887839923897656e-05 0.0007298166142810248 2.431373551677725e-05 -4.8966695600972186e-05 1.7115709413281555e-05 1.002742252084429e-05 -0.0013706654447947113 3.8703257379712207e-05 -6.736208977004678e-05 1.5681511608063413e-05 6.8412370001278471e-06 -0.00011057689827747895 -0.00056192582019420261 2.777908480792882e-05
leaf_weight=162 127 218 117 201 101 83 49 172 65 42 32 245 25 69 282 30 50 25 77 35 25 130 28 204 51 122 46 42 26 53
leaf_count=162 127 218 117 201 101 83 49 172 65 42 32 245 25 69 282 30 50 25 77 35 25 130 28 204 51 122 46 42 26 53
internal_value=0.000198977 -0.000277014 0.00223256 -0.000103966 0.000172339 0.00102433 -0.00042883 -0.00139651 0.00155488 0.00418518 0.0010538 -0.00174332 0.000235608 0.000372092 5.05608e-05 0.00072421 0.000422988 0.000789609 0.00276106 0.00306297 0.00215714 0.00325301 0.000383928 0.00119838 -0.000584907 -6.89665e-05 -0.0011938 -0.00161765 0.000511999 0.0014382
internal_weight=2934 2386 548 2259 1869 770 1099 390 645 107 538 363 736 118 711 464 434 384 102 386 269 155 437 236 201 173 247 125 114 88
internal_count=2934 2386 548 2259 1869 770 1099 390 645 107 538 363 736 118 711 464 434 384 102 386 269 155 437 236 201 173 247 125 114 88
cat_boundaries=0 30 43 45 47 48 49 76 77 79 80 81 104 114 134 135
cat_threshold=0 10 0 134217728 3221225472 1 0 0 0 32768 0 131072 10240 512 0 0 0 0 0 10240 128 0 0 8 0 32768 0 0 0 4096 0 0 0 512 0 134217728 0 0 0 0 32 192 268435600 67272736 32 1 4240 280 288 0 4 0 0 0 0 262144 2147483648 0 0 0 4 0 0 0 0 0 0 4096 0 256 0 16777216 0 0 16384 4 84050978 65792 32 67306816 84091904 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 4 34 0 131072 536870912 0 8192 0 8 0 0 0 0 0 0 0 0 0 0 8192 512 0 0 0 0 0 2048 83902530
is_linear=0
shrinkage=0.04


Tree=690
num_leaves=31
num_cat=10
split_feature=8 11 2 12 7 2 12 7 2 2 9 11 0 12 3 2 5 2 0 0 0 2 2 2 2 1 2 2 3 9
split_gain=1.0948 0.986731 0.948747 0.944145 0.808777 0.749507 0.512577 0.571266 0.632669 0.429557 0.437299 0.356928 0.587837 0.545026 0.327699 0.31848 0.300423 0.391859 0.292288 0.385093 0.288105 0.28253 0.277637 0.226347 0.467852 0.402368 0.37154 0.35903 0.218631 0.445016
threshold=0 1 106.50000000000001 2 3 18.500000000000004 4 5 12.500000000000002 33.500000000000007 6 7 39.07500000000001 8 2014.5000000000002 669.50000000000011 2.5000000000000004 9.5000000000000018 22.250000000000004 39.07500000000001 18.500000000000004 37.500000000000007 17.500000000000004 90.500000000000014 229.00000000000003 5.5000000000000009 66.500000000000014 43.500000000000007 1999.5000000000002 9
decision_type=9 9 8 9 9 10 9 9 10 8 9 9 10 9 10 8 8 10 10 10 10 10 8 8 8 8 10 10 8 9
left_child=1 2 3 -1 -2 -5 9 8 -8 10 16 14 -13 -14 28 -15 -6 -18 -3 -20 -12 -10 -21 26 -25 -26 27 -11 -9 -30
right_child=4 18 -4 5 6 -7 7 11 21 23 20 12 13 15 -16 -17 17 -19 19 22 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1.1543603526056642e-06 -2.4021823380539588e-05 3.5308333330985259e-05 9.7105279011895944e-05 2.5946261727857159e-05 0.00075064205980488634 0.00030121560426732533 0.00071078663038776774 2.3871351817300711e-05 -0.00010060297724798773 4.0036977246842301e-05 -7.8212555926060417e-06 -0.00010879633972134454 -1.89720102282205e-05 4.6073436371060648e-05 8.3134475077186562e-06 5.75615012722624e-05 5.1377775059680145e-05 -0.00063937777608668591 -0.00060177146019741834 -0.00041025108513410938 -9.5591317582259861e-05 3.1715342680214212e-05 1.0222796643982212e-06 -0.00014147953062331958 4.9064357095938733e-05 -8.0827071551112898e-05 3.1560324431808237e-05 -2.6213246936431621e-05 -0.00010281470297551048 1.6277158368325625e-05
leaf_weight=157 224 27 56 92 28 41 41 43 32 70 111 131 104 105 82 27 26 51 52 33 246 30 70 79 61 40 67 84 103 606
leaf_count=157 224 27 56 92 28 41 41 43 32 70 111 131 104 105 82 27 26 51 52 33 246 30 70 79 61 40 67 84 103 606
internal_value=0.000316437 0.00194434 0.00318207 0.00233677 -5.16246e-05 0.00463889 0.000189163 0.000687452 0.00340351 -0.00056293 -0.00139957 0.000425742 -0.000603176 0.000573839 0.000880472 0.00218182 0.000862068 -0.000358975 -0.000455959 -0.00115385 -0.00203261 0.00114286 0.00026923 0.000388059 -0.000662984 0.00113725 0.00124324 0.000154838 0.000626825 0.000456337
internal_weight=2919 528 346 290 2391 133 2167 1304 103 863 462 1201 367 236 834 132 105 77 182 155 357 62 103 401 180 101 221 154 752 709
internal_count=2919 528 346 290 2391 133 2167 1304 103 863 462 1201 367 236 834 132 105 77 182 155 357 62 103 401 180 101 221 154 752 709
cat_boundaries=0 30 33 34 52 53 70 72 74 75 77
cat_threshold=268435456 8 4 0 8192 1 0 2147483648 1 32768 0 133124 8256 512 268435456 0 0 0 33554432 0 0 0 0 0 0 32768 0 0 0 4096 16388 1024 524288 67176482 0 0 0 2560 0 134217728 0 0 33554432 268435456 8224 128 128 0 0 0 4096 128 18001152 268435456 1 537919488 4 0 0 0 0 0 0 0 0 0 0 0 0 1073741968 1 4132 32804 512 66 1 164
is_linear=0
shrinkage=0.04


Tree=691
num_leaves=31
num_cat=12
split_feature=8 8 3 12 3 6 15 3 9 0 0 12 9 4 4 4 12 0 5 0 12 1 0 0 5 1 3 0 11 11
split_gain=1.29596 0.821619 0.454028 0.475996 0.676006 0.539627 0.474798 0.458523 0.546198 0.626867 0.413242 0.348731 0.352036 0.401801 0.3992 0.334141 0.310406 0.351635 0.253041 0.314534 0.233443 0.226959 0.225587 0.398289 0.201811 0.197245 0.195604 0.177425 0.170105 0.166677
threshold=0 1 2018.5000000000002 2 1991.5000000000002 3 4 2000.5000000000002 5 47.750000000000007 39.07500000000001 6 7 40558085500.000008 481.00000000000006 625.00000000000011 8 38.20000000000001 1.5000000000000002 22.250000000000004 9 5.5000000000000009 40.250000000000007 39.07500000000001 2.5000000000000004 3.5000000000000004 2010.5000000000002 35.850000000000009 10 11
decision_type=9 9 10 9 8 9 9 10 9 10 10 9 9 8 10 8 9 10 10 8 9 8 10 10 8 8 8 10 9 9
left_child=11 -2 3 5 -5 6 28 8 9 15 -4 22 13 -13 26 -6 -7 -18 19 -10 -8 -21 23 -1 -22 -17 -14 -28 -3 -27
right_child=1 2 10 4 7 16 20 -9 18 -11 -12 12 14 -15 -16 25 17 -19 -20 21 24 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0013169697442286311 -2.3470088273990498e-05 -3.1521797223669545e-05 -3.685866531875856e-05 4.7962475052619156e-05 5.7731382950084973e-05 2.3107695484610756e-06 -1.968104049904756e-07 -2.0220152700013251e-05 9.8889546614612953e-06 0.00013570424835010551 1.3478292321695017e-05 4.7244692095707455e-05 2.6375456972229456e-05 -0.00044408143766560908 9.6400457162734801e-06 2.7066860714050181e-05 0.0023516021872196122 5.9391783381016673e-05 1.2967469959391547e-05 -2.1777550735399771e-05 -1.8796849442571359e-06 -9.5517943109015851e-05 -0.0013833570683287894 1.0233230585004495e-05 0.00010173835525481262 1.2101258676357761e-06 4.4019378081789644e-05 5.045488317506827e-05 -0.00011163362205928141 -5.8127341092385908e-06
leaf_weight=27 221 135 30 35 41 133 176 194 35 26 83 47 28 60 50 42 46 146 88 195 25 91 31 47 111 324 40 122 125 163
leaf_count=27 221 135 30 35 41 133 176 194 35 26 83 47 28 60 50 42 46 146 88 195 25 91 31 47 111 324 40 122 125 163
internal_value=0.000374228 8.07659e-06 0.000241241 0.000110693 -0.000398395 0.000806166 5.48876e-05 -0.000563334 -0.000218689 0.000553541 0.00270175 0.00231533 0.00293855 0.00077966 0.0038247 0.000280209 0.00208333 0.0031133 -0.00132381 -0.00187578 0.00108978 -0.00231359 0.000172413 0.00138667 0.00228571 7.54622e-06 0.00481675 0.00534969 -0.00118081 -0.000221312
internal_weight=2917 2465 2244 2131 1234 897 572 1199 1005 596 113 452 347 107 240 570 325 192 409 321 312 286 105 74 136 529 190 162 260 487
internal_count=2917 2465 2244 2131 1234 897 572 1199 1005 596 113 452 347 107 240 570 325 192 409 321 312 286 105 74 136 529 190 162 260 487
cat_boundaries=0 27 57 59 60 61 63 64 66 68 70 71 74
cat_threshold=0 8 0 134217728 1073741824 1 0 0 0 0 0 0 10304 1049088 0 0 0 0 33554432 2 256 0 0 0 0 32768 4 1073741840 0 0 0 2147483648 0 0 0 1 0 0 2048 0 0 0 4096 0 0 0 0 2147483648 524288 0 0 0 16384 0 0 0 8192 68240640 34 280 68157440 256 10400 18038784 0 24580 256 34 66560 32 32 36 0 524288
is_linear=0
shrinkage=0.04


Tree=692
num_leaves=31
num_cat=10
split_feature=8 7 12 2 9 2 4 4 2 3 12 4 9 4 16 2 3 2 5 2 3 4 7 2 2 8 4 12 2 2
split_gain=1.38086 1.08881 0.654849 0.956399 0.81873 0.924712 0.672757 0.663052 0.640412 0.616152 0.568817 0.488744 0.432204 0.419688 0.401851 0.794635 0.474285 0.649534 0.383307 0.457191 0.341096 0.326837 0.308966 0.64153 0.434361 0.305836 0.361928 0.404862 0.303356 0.320664
threshold=0 1 2 535.00000000000011 3 37.500000000000007 293.00000000000006 3890.0000000000005 79.500000000000014 1999.5000000000002 4 6789.5000000000009 5 345.00000000000006 6 54.500000000000007 2001.5000000000002 73.500000000000014 1.0000000180025095e-35 7.5000000000000009 2019.5000000000002 1009900000.0000001 7 10.500000000000002 25.500000000000004 8 4.0000000000000009 9 70.500000000000014 101.50000000000001
decision_type=9 9 9 10 9 10 10 10 10 10 9 10 9 10 1 10 8 10 10 10 10 10 9 8 8 9 10 9 8 8
left_child=25 10 6 4 5 11 12 14 9 13 -2 20 28 18 16 -16 -7 -18 19 -6 22 -15 23 -4 -25 -1 27 -27 -3 -30
right_child=1 2 3 -5 8 7 -8 -9 -10 -11 -12 -13 -14 21 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-2.3578368271101247e-05 1.0279746160037138e-05 1.2581153999787142e-05 0.00036984747491131977 0.00011116207933000509 1.9909010534638729e-05 -9.699030073901431e-06 -0.0010402855567973454 -2.1293905491993863e-05 -0.00020674443485402347 -4.5093662479512244e-06 -7.4567021311672756e-05 0.00011707583572452399 -2.7555323034344479e-05 -1.2014078110555405e-05 0.00027050651721280628 -9.233715812601326e-06 9.1978947082741285e-05 8.0275237822330337e-05 9.406718072020778e-05 0.00018825886171295868 3.4575998795454011e-05 5.3366925103654702e-05 -2.2090434617532702e-05 -0.0018818185725963733 5.3663082187383084e-05 7.4199156110963575e-06 -4.8324666613317667e-05 -2.1691309550677666e-05 -5.0324322179235996e-05 1.9006719754331104e-05
leaf_weight=107 102 508 30 32 37 34 61 32 27 56 235 44 116 27 44 76 56 50 37 57 37 36 553 43 34 100 59 162 54 105
leaf_count=107 102 508 30 32 37 34 61 32 27 56 235 44 116 27 44 76 56 50 37 57 37 36 553 43 34 100 59 162 54 105
internal_value=0.000269647 0.000626676 0.000954027 0.00150185 0.00134249 0.000793103 7.48529e-05 0.00270307 0.00323611 0.00398406 -0.00145977 4.85166e-05 0.000392856 0.00504615 0.00337165 0.00165289 0.00482269 0.00613084 0.00633333 0.00488421 -0.000212035 0.0023125 -0.000423602 0.00145763 -0.000358975 -0.0018041 -0.00109639 -0.000486693 0.00078466 -0.000725001
internal_weight=2951 2523 2186 1342 1310 1033 844 292 277 250 337 741 783 194 260 120 140 106 131 94 697 63 660 107 77 428 321 262 667 159
internal_count=2951 2523 2186 1342 1310 1033 844 292 277 250 337 741 783 194 260 120 140 106 131 94 697 63 660 107 77 428 321 262 667 159
cat_boundaries=0 30 47 49 51 53 55 56 65 92 93
cat_threshold=1342177296 0 0 0 2147549184 0 524288 2147483648 0 0 0 33556480 0 0 0 4096 0 0 33554432 2048 256 524288 0 0 0 32768 64 0 524288 8192 1 144 537919488 2621440 524320 134217792 0 805306368 0 134217728 8192 0 16 0 0 0 16 17983520 32 0 22548 18022400 32 0 26756 2 2 0 0 0 2 0 131072 0 65536 1073741824 0 0 0 65536 0 524288 0 0 0 0 33556480 0 0 0 0 0 0 0 2048 0 524288 0 0 0 0 64 10530
is_linear=0
shrinkage=0.04


Tree=693
num_leaves=31
num_cat=5
split_feature=7 7 2 2 5 0 2 2 1 0 2 1 0 2 2 9 6 4 2 2 1 6 4 4 4 0 1 2 2 2
split_gain=0.914074 0.540679 0.583215 0.492132 0.419183 0.392701 0.969324 0.294117 0.47624 0.292696 0.302843 0.279218 0.250044 0.221855 0.240257 0.29853 0.362049 0.314051 0.284369 0.285589 0.231859 0.208015 0.201953 0.196657 0.176726 0.345951 0.17074 0.167767 0.161118 0.181012
threshold=0 1 45.500000000000007 492.00000000000006 1.5000000000000002 44.07500000000001 119.00000000000001 104.50000000000001 3.5000000000000004 40.250000000000007 95.500000000000014 3.5000000000000004 24.500000000000004 1.5000000000000002 8.5000000000000018 2 3 4050.0000000000005 78.500000000000014 56.500000000000007 5.5000000000000009 4 45.000000000000007 5828530000.000001 15385520000.000002 39.07500000000001 5.5000000000000009 63.500000000000007 29.500000000000004 16.500000000000004
decision_type=9 9 10 10 8 10 8 10 10 8 8 10 10 10 10 9 9 8 8 10 10 9 10 8 8 10 10 10 10 10
left_child=11 2 4 -4 -2 7 -7 9 -9 10 13 24 -10 -3 20 17 -17 -16 19 22 21 -15 28 -11 -1 -26 -14 -21 29 -18
right_child=1 5 3 -5 -6 6 -8 8 12 23 -12 -13 26 14 15 16 18 -19 -20 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.5072529032049714e-05 3.9741262036090706e-05 1.5986951835310273e-05 -2.8423276189357695e-05 2.9341324804996408e-05 1.865550503434588e-05 9.8684914038687287e-06 0.00010545379412936491 0.00011799216934771808 -0.00038198871591597206 -2.3649632388153359e-05 -1.5093034313554693e-05 -1.9534042916112683e-05 1.0077141510127975e-05 5.4213015156140673e-06 1.7619677802670312e-05 6.2754317699699897e-05 1.0926452618297868e-05 -1.6852296443178978e-05 2.2294192618521007e-05 -0.00073656566886773443 -1.8195671367378281e-05 -0.00013347947081651052 -8.3594467807051288e-05 -0.00036153701204882054 -3.2345370106724852e-05 2.6566604533217962e-05 -7.2052828445046864e-05 -3.7854607957327337e-06 1.8494381845860628e-05 -2.2322596261000532e-05
leaf_weight=31 26 68 61 47 181 162 47 26 29 25 128 251 109 111 28 144 182 216 49 38 54 175 44 67 56 35 29 57 242 205
leaf_count=31 26 68 61 47 181 162 47 26 29 25 128 251 109 111 28 144 182 216 49 38 54 175 44 67 56 35 29 57 242 205
internal_value=0.000228453 0.000499804 0.00202454 -0.000293579 0.00332692 0.000276045 0.00192381 0.00010656 0.00158763 -5.01645e-05 6.65892e-05 -0.00159375 0.000785713 0.000215612 0.000116429 0.000381425 0.000695472 -0.00084706 0.000352656 0.000166449 -0.000821115 -0.00036237 0.000456972 -0.00223656 -6.50416e-05 0.000826086 0.0014964 -0.001875 0.000641269 0.00013402
internal_weight=2923 2550 315 108 207 2235 209 2026 193 1833 1741 373 167 1613 1545 1205 961 244 817 768 340 286 673 92 122 91 138 95 629 387
internal_count=2923 2550 315 108 207 2235 209 2026 193 1833 1741 373 167 1613 1545 1205 961 244 817 768 340 286 673 92 122 91 138 95 629 387
cat_boundaries=0 18 35 37 38 39
cat_threshold=1 0 605028352 2621952 0 134217792 0 268435456 0 0 8224 128 0 0 0 0 1073745920 256 2 129 8192 8192 2 8192 0 8192 0 268435488 32768 64 16 0 0 0 16 1 20496 2 216
is_linear=0
shrinkage=0.04


Tree=694
num_leaves=31
num_cat=11
split_feature=8 6 2 7 12 4 3 7 8 2 2 2 2 4 4 6 7 2 0 0 2 12 2 2 4 2 2 3 12 8
split_gain=1.65319 0.90131 0.76493 0.684836 0.685514 0.637317 0.592046 0.580203 0.678989 0.806196 0.780866 0.536359 0.468096 0.404466 0.47605 0.279575 0.260912 0.256865 0.285939 0.251657 0.251387 0.512559 0.458047 0.696285 0.30875 0.253917 0.244346 0.366568 0.238786 0.218281
threshold=0 1 416.00000000000006 2 3 62.500000000000007 2008.5000000000002 4 5 86.500000000000014 17.500000000000004 22.500000000000004 15.500000000000002 1732015000.0000002 16098220000.000002 6 7 10.500000000000002 39.07500000000001 38.57500000000001 18.500000000000004 8 42.500000000000007 94.500000000000014 850.00000000000011 26.500000000000004 14.500000000000002 2013.5000000000002 9 10
decision_type=9 9 10 9 9 10 10 9 9 10 8 8 8 8 8 9 9 10 10 10 10 9 10 10 10 10 10 10 9 9
left_child=2 3 7 -2 11 28 20 19 10 12 -9 -5 17 -14 -15 16 -13 18 -10 -1 24 22 25 -24 -3 -22 -8 -28 -6 -30
right_child=1 6 -4 4 5 -7 26 8 9 -11 -12 15 13 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00085294711524510627 -2.4942170240196136e-05 -1.3351838743033254e-06 2.9770790757689442e-05 -0.00027689320523171151 -3.713484641995587e-06 -0.0001081522842614303 2.7938189956295122e-05 3.0996057751514928e-05 -0.00063525501789316963 -0.0014602286361056701 5.5584810407017713e-05 -1.0662663918840237e-05 -0.00031473970025938116 0.00013609387273286666 3.7253693608326824e-05 -1.4856267577003018e-05 1.0169734935866124e-05 -0.00034263384938713648 1.7407383439493855e-05 -1.5054443864492062e-06 6.0675074615971392e-05 -2.0475916368076191e-05 -0.00039923228363118355 6.5391873584898374e-05 -2.3496660387794965e-05 0.00015846330635906812 0.00054055233890273348 -8.5386152252707212e-05 1.5164934701315021e-06 1.9843098752383755e-05
leaf_weight=33 244 308 33 280 238 78 72 66 26 41 61 188 27 31 108 100 128 33 88 75 39 122 38 30 35 29 26 40 119 249
leaf_count=33 244 308 33 280 238 78 72 66 26 41 61 188 27 31 108 100 128 33 88 75 39 122 38 30 35 29 26 40 119 249
internal_value=0.000194239 -0.000291492 0.00200948 -0.000817126 -0.000460102 0.000437409 0.000858666 0.00170169 0.00226829 0.00127123 0.00472464 -0.00133522 0.002 0.0034491 0.00431428 -0.000441248 0.000171253 0.00035135 0.00125217 -0.000941177 0.00032558 0.00126641 0.00282993 0.000695651 -0.000383722 0.00533333 0.00322302 0.00143283 0.00088303 0.00149868
internal_weight=2985 2363 622 1624 1380 684 739 589 481 354 127 696 313 166 139 416 316 147 114 108 601 258 136 68 343 68 138 66 606 368
internal_count=2985 2363 622 1624 1380 684 739 589 481 354 127 696 313 166 139 416 316 147 114 108 601 258 136 68 343 68 138 66 606 368
cat_boundaries=0 27 28 45 47 58 81 82 90 92 94 117
cat_threshold=0 10 4 134217728 0 0 262144 0 0 32768 0 131072 10240 1049088 268435456 0 0 0 33554432 0 0 0 4194304 8 0 49152 4 284 0 129 1073741824 4 0 0 0 0 33556480 0 32 0 16 0 0 0 1073745920 84115744 32 1 0 0 0 0 64 0 131072 67584 0 8192 0 0 0 134217728 0 0 0 0 0 0 0 131072 10240 0 268435456 0 0 0 0 0 0 0 4194304 24 0 0 67108864 0 0 0 131072 131072 49410 32 1067008 2 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=695
num_leaves=31
num_cat=14
split_feature=7 7 8 12 12 2 9 2 2 2 9 12 2 2 12 12 2 2 2 2 1 15 7 2 13 2 2 1 3 8
split_gain=1.55105 0.783764 0.613999 0.802016 0.650859 0.685075 0.650985 0.635082 0.613835 0.618385 0.408705 0.368459 0.367496 0.591664 0.358517 0.339062 0.299577 0.344707 0.297394 0.286771 1.00217 0.278376 0.312443 0.293971 0.273301 0.331151 0.291003 0.329123 0.598034 0.259552
threshold=0 1 2 3 4 15.500000000000002 5 104.50000000000001 85.500000000000014 48.500000000000007 6 7 27.500000000000004 5.5000000000000009 8 9 99.000000000000014 247.00000000000003 71.500000000000014 6.5000000000000009 5.5000000000000009 10 11 44.500000000000007 12 3.5000000000000004 7.5000000000000009 5.5000000000000009 2021.5000000000002 13
decision_type=9 9 9 9 9 10 9 8 10 10 9 9 8 10 9 9 10 10 8 10 8 9 9 10 9 8 10 10 8 9
left_child=11 19 3 -3 10 6 15 8 9 29 21 -1 13 -13 -7 -6 -16 -18 -14 -2 -21 22 23 -4 -24 -26 -27 28 -28 -5
right_child=1 2 4 7 5 14 -8 -9 -10 -11 -12 12 18 -15 16 -17 17 -19 -20 20 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-3.1186251803958763e-05 2.236580083869601e-05 -1.1451267446754841e-05 -3.4754867212070045e-05 6.8020203853836731e-07 -1.3971469473590914e-05 1.8973706798330688e-05 0.00011647138254599544 0.0005410214541659628 -0.0013964593944078454 4.284811864527679e-05 -3.0614215276907637e-05 -5.9302919219592841e-05 -7.9252678802550159e-05 8.0311511602182761e-05 -0.00012417508806207681 5.6350466410466768e-05 6.227527414840547e-05 -9.1239064568426897e-05 -1.0022728430283377e-06 9.7928086971959795e-07 0.00025377555642926267 -8.1912635551549578e-05 -1.5403901753029955e-05 2.1529310927347593e-05 3.4182964812834849e-05 -0.00035934159846116333 0.00045933200713609809 -8.5278178113773136e-06 -9.4439276563479618e-06 3.7007361661057737e-05
leaf_weight=261 27 133 66 114 146 256 174 51 25 48 139 32 66 116 243 128 27 31 132 72 26 122 109 53 28 28 25 35 81 142
leaf_count=261 27 133 66 114 146 256 174 51 25 48 139 32 66 116 243 128 27 31 132 72 26 122 109 53 28 28 25 35 81 142
internal_value=0.000250595 0.000719657 0.000534536 0.00173282 0.000162161 0.000807086 0.00197773 0.00265985 0.00207273 0.00257049 -0.000780489 -0.00153398 -0.000627452 0.000859059 -0.000121865 0.000645613 -0.00103846 0.00149152 -0.00176885 0.00367647 0.00290909 -0.000265234 0.000229357 0.00187692 -0.00045426 0.000442307 -0.000211766 0.00053521 0.00164486 0.00177432
internal_weight=2936 2329 2204 513 1691 1005 448 380 329 304 686 607 346 148 557 274 301 58 198 125 98 547 425 119 306 197 169 141 106 256
internal_count=2936 2329 2204 513 1691 1005 448 380 329 304 686 607 346 148 557 274 301 58 198 125 98 547 425 119 306 197 169 141 106 256
cat_boundaries=0 17 35 64 66 68 70 72 73 74 75 76 85 86 107
cat_threshold=131072 268435600 1141899264 788992 524290 134217794 0 8192 0 48 8224 128 128 0 0 32 1073746048 0 1 33554432 2097152 0 8192 0 536870912 0 0 32768 8192 0 0 0 0 0 128 0 2048 0 0 2147483648 0 262144 2147483648 0 0 0 4 10240 512 0 0 0 0 0 2048 256 0 4194304 0 0 0 4 0 524288 68158496 32 17999872 32 0 2224 0 18468 232544 66848 1314 2214592512 0 0 0 0 0 0 0 131072 65536 4 0 0 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 2048 256
is_linear=0
shrinkage=0.04


Tree=696
num_leaves=31
num_cat=9
split_feature=8 7 0 2 11 12 3 17 3 2 0 2 2 2 0 2 4 12 2 2 2 6 0 2 12 0 2 0 7 2
split_gain=1.07405 0.845285 0.811265 0.444413 0.422687 0.626267 0.571904 0.660367 0.415344 0.427337 0.449283 0.402872 0.31506 0.409512 0.585128 0.310705 0.309016 0.309084 0.399885 1.45284 0.466228 0.351301 0.459254 0.299046 0.29751 0.456154 0.399867 0.278275 0.271219 0.260096
threshold=0 1 43.675000000000004 455.00000000000006 2 3 2008.5000000000002 4 1999.5000000000002 74.500000000000014 39.07500000000001 12.500000000000002 63.500000000000007 6.5000000000000009 45.425000000000004 27.500000000000004 6050.0000000000009 5 18.500000000000004 10.500000000000002 44.500000000000007 6 33.175000000000004 7.5000000000000009 7 31.500000000000004 2.5000000000000004 39.07500000000001 8 37.500000000000007
decision_type=9 9 10 10 9 9 10 9 10 10 10 8 10 10 10 8 8 9 8 10 10 9 10 10 9 10 10 10 9 10
left_child=-1 24 3 4 5 -3 7 15 9 16 -11 -9 13 14 -4 -6 -7 18 19 27 -20 22 23 -19 25 -2 -27 -18 -28 -25
right_child=1 2 12 -5 6 8 -8 11 -10 10 -12 -13 -14 -15 -16 -17 17 21 20 -21 -22 -23 -24 29 -26 26 28 -29 -30 -31
leaf_value=-1.945956212039099e-05 1.6331834270514085e-05 -0.00015479520596706209 4.6736983962162211e-05 3.8617508650859469e-05 -2.0579946801657126e-05 -1.5052402863175805e-05 2.7999716858339322e-05 2.6592298805655399e-05 -2.9806014186491268e-06 1.0336391661085302e-05 7.3379777993554267e-05 -5.8452884120811652e-05 6.9015466406052264e-05 2.1948221918718743e-05 -6.3269986591406614e-05 8.0889783233524035e-05 -0.00015068841685229086 3.627785502429051e-05 -9.6514396028745948e-05 0.00073152098626416391 0.00059160712800428454 2.9029291007861891e-05 -0.00022925884670753623 -8.352204755045651e-05 -4.5942902624709651e-05 1.8709218141679481e-05 -3.0894034697036957e-06 1.6297393738819919e-05 -9.8735645538653425e-05 1.6867356503384013e-05
leaf_weight=367 81 150 40 47 54 82 47 68 220 67 38 234 47 95 34 49 42 34 77 45 49 223 58 102 156 51 110 49 143 75
leaf_count=367 81 150 40 47 54 82 47 68 220 67 38 234 47 95 34 49 42 34 77 45 49 223 58 102 156 51 110 49 143 75
internal_value=0.000226234 0.000516679 0.000891506 0.000618442 0.000514738 0.000874432 -0.000535638 -0.00103448 0.00119113 0.00156688 0.00396226 -0.00194249 0.00320737 0.00237647 0.00458667 0.00164912 0.00126165 0.00151523 0.00260806 0.00420438 0.00107087 0.000858846 -0.000128572 0.000735848 -0.000876813 -0.000252526 -0.000970493 0.00126087 -0.00162205 6.74148e-05
internal_weight=2934 2567 2026 1810 1763 1311 452 405 1161 941 105 302 216 169 74 103 836 754 262 136 126 492 269 211 541 385 304 91 253 177
internal_count=2934 2567 2026 1810 1763 1311 452 405 1161 941 105 302 216 169 74 103 836 754 262 136 126 492 269 211 541 385 304 91 253 177
cat_boundaries=0 29 47 49 50 51 52 53 55 72
cat_threshold=1073741840 2052 0 0 65536 0 0 2147483648 0 0 0 0 64 1048576 0 4096 0 0 0 0 2147483648 0 0 8 0 1073774592 68 0 524288 3 268435457 538189824 526848 524288 134217792 0 8192 65536 8192 0 256 16 0 67108864 32 1073745936 512 32804 1024 132128 41 83953728 12 17940546 32 0 0 270336 526336 0 0 0 0 65536 0 0 0 0 0 0 32 1073745920
is_linear=0
shrinkage=0.04


Tree=697
num_leaves=31
num_cat=8
split_feature=8 7 8 15 5 2 11 2 2 6 2 2 7 2 0 6 3 2 3 3 0 2 2 2 2 2 4 2 4 2
split_gain=1.87631 0.99418 1.06317 0.636625 0.525752 0.517826 0.501331 0.534129 0.488417 0.385053 0.355561 0.429498 0.329918 0.367552 0.367856 0.38966 0.617221 0.437266 0.327148 0.539928 0.296709 0.634995 0.402512 0.372419 0.295892 0.695294 0.285675 0.565245 0.285211 0.29975
threshold=0 1 2 3 1.5000000000000002 15.500000000000002 4 2.5000000000000004 7.5000000000000009 5 21.500000000000004 44.500000000000007 6 1.5000000000000002 10.500000000000002 7 1999.5000000000002 8.5000000000000018 2002.5000000000002 2010.5000000000002 18.500000000000004 17.500000000000004 171.00000000000003 3.5000000000000004 22.500000000000004 35.500000000000007 25409110000.000004 67.500000000000014 1972110000.0000002 10.500000000000002
decision_type=9 9 9 9 10 10 9 10 10 9 10 10 9 8 10 9 10 10 10 10 10 10 10 8 10 10 8 10 8 8
left_child=-1 6 5 -4 12 8 7 -2 -3 -9 -7 -12 -5 -14 -15 16 20 -18 -17 -20 -16 23 -23 -22 -11 -26 -13 -28 -25 -30
right_child=1 2 3 4 -6 10 -8 9 -10 24 11 26 13 14 15 18 17 -19 19 -21 21 22 -24 28 25 -27 27 -29 29 -31
leaf_value=-2.0330430869953967e-05 4.1352490655463517e-05 1.8257360197956241e-05 3.8415366440841508e-05 -2.8740273097387118e-05 1.6208845730631057e-05 0.00027419312897354896 -4.631635403644258e-05 -2.5170278564390774e-05 -2.6980808394994651e-05 -7.367246555818156e-05 1.2811866389620562e-05 7.3449349346173227e-05 8.3541318976104744e-05 -0.0029925156151959613 1.1169631905339026e-06 -1.2768316974279041e-05 4.1608923262289765e-06 -7.182576572766179e-05 3.6142882552036789e-05 -1.673000945494419e-05 0.0039778665309877139 4.9688031580599873e-05 -0.0001348531232560143 0.0017673817869974721 2.4422434394283901e-05 -2.1733093737075919e-06 0.0010519655749049084 5.4931528065929157e-06 2.4099359223580629e-07 -0.00054065264932191923
leaf_weight=310 37 97 150 129 73 36 198 108 86 75 58 28 52 33 270 324 30 105 40 66 27 185 27 26 33 82 25 47 85 70
leaf_count=310 37 97 150 129 73 36 198 108 86 75 58 28 52 33 270 324 30 105 40 66 27 185 27 26 33 82 25 47 85 70
internal_value=0.000271884 0.000624569 0.00102115 0.000582501 0.000329684 0.00291752 -0.000904413 5.78025e-05 0.00145652 -0.000508362 0.00443077 0.00357233 0.000165985 0.000355291 0.000223428 0.000334394 0.00083732 -0.00161765 -0.000634922 0.00127103 0.0013314 0.00199525 0.00353052 0.000421052 0.000597014 0.00189655 0.00514851 0.00372603 -0.000241759 -0.000897437
internal_weight=2912 2602 2069 1692 1542 377 533 335 183 298 194 158 1469 1340 1288 1255 825 135 430 106 690 420 212 208 190 115 100 72 181 155
internal_count=2912 2602 2069 1692 1542 377 533 335 183 298 194 158 1469 1340 1288 1255 825 135 430 106 690 420 212 208 190 115 100 72 181 155
cat_boundaries=0 27 45 72 73 76 77 94 95
cat_threshold=0 2048 0 0 0 1 524288 2147483648 0 32768 0 2048 64 0 0 4096 0 0 4096 0 2147483648 524288 0 0 0 1073741824 64 1 1 1048576 526336 524290 2 33554432 268435456 33622016 1056 32768 256 16 0 0 32 128 256 0 10 0 0 2147483648 0 262144 0 0 0 0 4 10240 1049088 0 0 0 0 0 0 0 0 0 0 0 16384 4 136839168 32804 0 524288 384 0 0 67108864 4 0 134217728 0 0 0 0 0 0 0 0 0 0 4096 202
is_linear=0
shrinkage=0.04


Tree=698
num_leaves=31
num_cat=13
split_feature=8 7 7 8 11 2 3 2 2 2 11 12 2 6 3 12 0 2 3 2 2 12 7 2 8 2 7 3 2 2
split_gain=1.1598 0.769184 0.62664 0.703733 0.742135 0.526409 0.504619 0.635159 0.416598 0.958886 0.345443 0.37797 0.564545 0.291827 0.558301 0.417205 1.15791 0.407742 0.352195 0.750335 0.319658 0.289788 0.464979 0.416059 0.387718 0.333682 0.365776 0.287643 0.285985 0.278304
threshold=0 1 2 3 4 39.500000000000007 2008.5000000000002 2.5000000000000004 25.500000000000004 17.500000000000004 5 6 63.500000000000007 7 1999.5000000000002 8 40.250000000000007 9.5000000000000018 2007.5000000000002 19.500000000000004 203.50000000000003 9 10 63.500000000000007 11 41.500000000000007 12 1996.5000000000002 70.500000000000014 31.500000000000004
decision_type=9 9 9 9 9 10 10 10 10 8 9 9 8 9 8 9 10 10 10 10 10 9 9 10 9 10 9 10 8 10
left_child=6 -2 5 -4 8 27 7 -1 9 -5 -6 12 -12 15 -15 16 17 -13 20 -20 21 22 29 24 -23 26 -26 -3 -17 -16
right_child=1 2 3 4 10 -7 -8 -9 -10 -11 11 13 -14 14 18 28 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=9.7829532439421357e-05 -2.0584550843436221e-05 3.0930711844278879e-05 -3.506755600218055e-05 2.4501227463182768e-05 -1.5778966546818849e-05 -3.571861454768329e-06 2.1360792310328672e-05 3.9075382612794049e-06 6.0556744752510946e-06 9.9591667926272019e-05 -0.00011708736654495339 1.8027964553167537e-05 3.4564657579541129e-05 0.00062434206042683395 -1.2914735329534661e-05 -5.1744319686672374e-06 0.00010585920743284333 -0.00032797011342512619 -5.725556371584419e-07 0.00027895104033561434 -8.780702880355921e-05 -0.00012556555203313056 7.2095498829262005e-06 3.1497618192580243e-05 9.3784727589067319e-05 -9.6929964384716541e-05 1.6520691411889284e-05 -0.00011106566794166474 -2.6855599603941618e-05 -0.00095629219282588164
leaf_weight=56 251 96 106 72 113 81 31 253 78 26 113 37 47 32 96 253 28 48 79 50 28 105 178 78 116 55 245 27 93 72
leaf_count=56 251 96 106 72 113 81 31 253 78 26 113 37 47 32 96 253 28 48 79 50 28 105 178 78 116 55 245 27 93 72
internal_value=0.000349184 5.66173e-05 0.000284383 7.78129e-05 0.00024939 0.00234419 0.00250712 0.00207742 0.00265241 0.00452525 8.52329e-06 0.000151926 -0.00163743 0.000341645 0.000684715 -0.000502129 0.00151613 -0.000697675 0.000536717 0.00249231 0.000275153 0.00040169 -0.000515407 0.000924589 0.000528735 0.00106791 0.00153591 0.00409677 -0.00118768 -0.00196648
internal_weight=2943 2603 2352 2148 2042 204 340 309 176 98 1866 1753 160 1593 1134 459 113 85 1102 129 973 945 346 599 521 416 361 123 346 168
internal_count=2943 2603 2352 2148 2042 204 340 309 176 98 1866 1753 160 1593 1134 459 113 85 1102 129 973 945 346 599 521 416 361 123 346 168
cat_boundaries=0 26 43 61 88 90 93 95 96 98 100 108 124 132
cat_threshold=0 10 0 134217728 2147483648 0 0 0 0 0 0 4 0 512 0 0 0 0 33554432 0 0 0 0 0 0 49152 268435456 0 68157440 524800 0 134217728 0 0 0 134217728 32 2097280 0 0 0 32 1073741824 131074 16 1073750016 2097152 0 64 0 0 0 0 0 64 16 0 0 0 144 256 1073741824 4 0 0 0 0 0 0 1 0 0 2048 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 64 32768 1536 67125248 2147483648 1 133120 2 148 16778560 32 84935936 32 0 0 0 0 0 0 131072 268566528 0 0 0 0 0 0 262144 0 0 0 0 131072 10240 0 0 4096 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=699
num_leaves=31
num_cat=14
split_feature=7 7 15 12 11 12 3 4 1 0 6 9 6 3 12 1 4 4 4 0 14 12 4 1 6 0 12 3 0 3
split_gain=1.39855 0.895872 0.599011 0.952512 0.534308 0.517518 0.448148 0.466811 0.417683 0.40554 0.370573 0.53016 0.684812 0.628654 0.618904 0.430933 0.426312 0.384806 0.369023 0.69448 0.319594 0.358984 0.273836 0.252247 0.249663 0.236772 0.210074 0.254957 0.238701 0.202512
threshold=0 1 2 3 4 5 2008.5000000000002 5039060000.000001 5.5000000000000009 55.500000000000007 6 7 8 2003.5000000000002 9 1.5000000000000002 2091500000.0000002 3215.5000000000005 1972110000.0000002 38.20000000000001 10 11 72000.000000000015 5.5000000000000009 12 39.07500000000001 13 1995.5000000000002 39.07500000000001 2012.5000000000002
decision_type=9 9 9 9 9 9 10 8 10 8 9 9 9 10 9 10 8 8 8 10 9 9 8 8 9 10 9 10 10 8
left_child=-1 29 3 -3 -4 -6 7 -5 -9 10 17 13 -13 18 16 -16 -14 -7 19 -12 21 24 -19 26 25 -20 -24 28 -28 -2
right_child=1 2 4 6 5 9 -8 8 -10 -11 11 12 14 -15 15 -17 -18 22 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.4292202373629959e-05 2.9326896058770616e-05 -4.3871373235503302e-05 -5.6365209252275385e-05 -3.9872929145583613e-05 -3.0026984212363369e-05 -0.0002703834730239533 1.1207130017175133e-05 0.00010685709258351966 1.7743004100778429e-05 4.9610510508946905e-05 0.0036445778376544393 -6.8390391044467019e-06 -2.56242594047059e-05 -5.2910839501778904e-05 9.0340112862346729e-06 9.6533610753779249e-05 3.7796961231426238e-05 2.807548186052065e-05 3.1026180530097853e-05 -4.5392914104230022e-05 -3.3651675951371887e-06 -1.8080515819189364e-06 -8.4429667082546361e-06 -2.9944326647637355e-05 8.302823895191672e-06 4.5697388083970843e-05 -0.00024822857923841182 -0.00032049188546359438 2.0326767938494175e-05 0.00014486832361241181
leaf_weight=325 38 104 118 28 135 51 31 87 174 25 30 121 26 142 28 135 88 33 118 27 213 266 109 67 135 41 37 38 78 93
leaf_count=325 38 104 118 28 135 51 31 87 174 25 30 121 26 142 28 135 88 33 118 27 213 266 109 67 135 41 37 38 78 93
internal_value=0.000229775 0.000539017 0.000360576 0.00171034 7.52886e-05 0.000239508 0.00277946 0.00235862 0.0028855 0.000422209 0.000352017 0.000666183 0.00187775 0.000154628 0.00295833 0.00452873 0.000511999 -0.00068868 0.000577616 0.00365517 0.000346252 0.00084063 -0.000242425 -0.00059394 0.00178361 0.00284706 -3.04192e-05 0.000902438 0.00189655 0.0036338
internal_weight=2941 2616 2485 424 2061 1943 320 289 261 1808 1783 1370 398 972 277 163 114 413 830 57 773 560 362 329 294 159 262 153 115 131
internal_count=2941 2616 2485 424 2061 1943 320 289 261 1808 1783 1370 398 972 277 163 114 413 830 57 773 560 362 329 294 159 262 153 115 131
cat_boundaries=0 13 30 31 32 34 35 36 38 39 40 41 42 43 44
cat_threshold=1 268435457 1048576 524804 524288 134217792 0 272629760 0 268435456 32 2097408 128 2 0 33554432 128 0 0 0 536879104 0 32 0 0 0 0 0 0 128 2290614272 16780384 67125250 1048608 1179648 272 129 18576 72 67586 8192 76866 72 66
is_linear=0
shrinkage=0.04


Tree=700
num_leaves=31
num_cat=10
split_feature=8 0 12 2 2 8 17 11 12 12 6 2 3 2 2 2 2 2 2 2 3 3 2 2 0 2 2 15 4 18
split_gain=1.17142 1.06426 0.515804 0.809756 0.442066 0.438245 0.490162 0.631091 0.735111 0.410491 0.443972 0.93867 0.433895 0.351529 0.322527 0.528545 0.29751 0.273735 0.269996 0.50852 0.472996 0.409347 0.264502 0.43175 0.248814 0.245873 0.243252 0.267149 0.323448 0.240895
threshold=0 51.32500000000001 1 5.5000000000000009 48.500000000000007 2 3 4 5 6 7 15.500000000000002 2020.5000000000002 9.5000000000000018 21.500000000000004 10.500000000000002 71.500000000000014 34.500000000000007 19.500000000000004 27.500000000000004 2017.5000000000002 2004.5000000000002 47.500000000000007 65.500000000000014 39.07500000000001 10.500000000000002 67.500000000000014 8 5157000000.000001 9
decision_type=9 10 9 10 8 9 9 9 9 9 9 8 8 8 10 10 10 10 10 10 8 8 10 10 10 10 10 9 8 9
left_child=1 2 4 -4 14 -2 -7 9 13 10 11 -8 -11 -9 15 -1 -10 29 21 -20 -21 -12 -19 -24 -25 -5 27 -27 -29 -15
right_child=5 -3 3 25 -6 6 7 8 16 12 18 -13 -14 17 -16 -17 -18 22 19 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=8.1569493358356434e-06 -7.3149554026546557e-06 4.6089396081636861e-05 4.2810911131871426e-05 -5.559058473664888e-05 0.0022827762585042274 -2.1843780030448081e-05 7.6362848049542806e-05 4.4798438216754022e-05 -2.8746553581697754e-05 -2.0740855789927084e-05 0.0002646630583091251 -0.00055004513056324932 9.4533047181353975e-06 1.1198568987809983e-05 -3.9605293877680631e-05 0.00010401602841047796 -0.0001338789656416312 0.00011242533706920119 0.0006544546738629888 -1.9976522117906845e-05 3.4800078772521789e-05 5.6423851759773808e-06 -4.135954673373021e-05 1.0962607720348814e-06 8.8100147914344198e-05 -3.3282752934286034e-06 -4.5294266029730048e-05 -3.1402249716117293e-05 7.3419352671335179e-05 -5.6846340428624944e-05
leaf_weight=43 138 26 104 61 39 280 106 82 370 100 28 75 254 79 38 35 82 60 41 55 64 148 46 92 33 108 62 36 64 211
leaf_count=43 138 26 104 61 39 280 106 82 370 100 28 75 254 79 38 35 82 60 41 55 64 148 46 92 33 108 62 36 64 211
internal_value=0.000148597 0.00168421 0.00135364 0.000582959 0.00325301 -0.000261572 -0.000119081 0.000111512 -0.000544091 0.000902493 0.00161364 -2.08342e-05 -0.000153426 0.000371335 0.00218803 0.00364557 -0.00174514 -7.66379e-06 0.00246686 0.00372671 0.00236667 0.00144633 0.00101724 0.000209301 0.00142857 -0.000373495 0.000147601 0.000803827 0.00216216 -0.000824743
internal_weight=2960 616 590 435 155 2344 2206 1926 1055 871 517 181 354 603 116 78 452 521 336 160 119 176 231 171 125 331 270 208 100 290
internal_count=2960 616 590 435 155 2344 2206 1926 1055 871 517 181 354 603 116 78 452 521 336 160 119 176 231 171 125 331 270 208 100 290
cat_boundaries=0 27 28 58 59 61 63 64 65 66 67
cat_threshold=0 2 4 0 2147491840 0 262144 0 0 0 0 131076 10240 512 0 0 0 0 33554432 0 256 0 0 0 0 16384 4 84943168 0 2048 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 4096 0 2147483648 0 0 0 0 1073741824 64 0 0 8192 22 32772 2147550208 58626 34 68226146 192 67108864 4
is_linear=0
shrinkage=0.04


Tree=701
num_leaves=31
num_cat=10
split_feature=8 7 7 0 12 4 12 4 13 7 5 3 2 2 5 2 2 0 8 2 3 3 15 2 2 2 2 0 2 11
split_gain=1.07954 0.834008 0.463551 0.654909 0.746357 0.563488 0.426475 0.551737 0.433024 0.427894 0.471851 0.428597 0.358019 0.345574 0.335316 0.312741 0.597902 0.297014 0.276414 0.408773 0.27415 0.254301 0.245125 0.537179 0.565935 0.263386 0.423962 0.261726 0.245775 0.228035
threshold=0 1 2 15.500000000000002 3 16098220000.000002 4 19000.000000000004 5 6 4.5000000000000009 2019.5000000000002 24.500000000000004 105.50000000000001 3.5000000000000004 17.500000000000004 50.500000000000007 42.710000000000008 7 71.500000000000014 2014.5000000000002 2002.5000000000002 8 5.5000000000000009 17.500000000000004 37.500000000000007 17.500000000000004 18.500000000000004 44.500000000000007 9
decision_type=9 9 9 10 9 8 9 8 9 9 10 10 8 10 8 8 8 10 9 8 10 10 9 8 10 10 10 10 10 9
left_child=2 20 -1 -4 15 -6 7 -3 22 -8 11 13 -10 17 -7 -5 -17 29 19 -16 -2 -20 25 -24 -25 26 -9 -26 -29 -11
right_child=1 6 3 4 5 14 9 8 12 10 -12 -13 -14 -15 18 16 -18 -19 21 -21 -22 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=-3.5995806399238385e-06 -2.3649805338155243e-05 0.00039732070137350295 0.00013810836287825079 3.5376951837576028e-06 2.3748346877175082e-05 4.9023536153643045e-06 0.00011030634161447905 3.1550438045510802e-05 0.0001822262335833478 -4.672908486382012e-05 4.7682823801016818e-05 8.090326925408488e-06 -3.2497724109598472e-05 -2.2850690493635945e-05 -5.6235813299007587e-05 2.1471157903376191e-05 1.051077662185007e-05 -2.5013028584926272e-05 1.9937114898484298e-05 1.9636172166560502e-06 -5.0210685836728113e-07 -3.0938632872633864e-05 -0.0017637393214649142 6.5529016096522704e-05 -5.4215153152363772e-05 3.1926919764766464e-05 -3.1172116423982995e-05 0.00053364168965945775 -0.0004659855379337495 -2.4905492626707997e-07
leaf_weight=106 232 43 35 54 103 37 113 33 65 176 28 45 144 117 87 29 25 176 104 58 32 28 35 66 61 46 26 35 37 741
leaf_count=106 232 43 35 54 103 37 113 33 65 176 28 45 144 117 87 29 25 176 104 58 32 28 35 66 61 46 26 35 37 741
internal_value=0.000100068 -0.000320072 0.00150074 0.00196147 0.00163498 0.0007757 -3.4035e-05 0.000857142 0.000524589 -0.000415068 -0.000627513 -0.000748409 -0.00089091 -0.000891826 -5.07946e-05 0.00443697 0.00698182 -0.000669105 -0.000532375 -0.00166667 -0.00238546 0.000783216 0.00138286 0.000587754 0.00142 0.00293103 0.0014 -8.95532e-05 0.00153425 -0.000379086
internal_weight=2917 2251 666 560 525 417 1987 591 548 1396 1283 1255 209 1210 314 108 54 1093 277 145 264 132 339 234 199 105 59 133 72 917
internal_count=2917 2251 666 560 525 417 1987 591 548 1396 1283 1255 209 1210 314 108 54 1093 277 145 264 132 339 234 199 105 59 133 72 917
cat_boundaries=0 30 47 58 59 61 62 72 93 94 95
cat_threshold=1073741824 10 4 0 1073741824 1 0 0 1 32768 0 131076 8192 512 268435456 0 0 0 0 10240 384 0 0 8 0 32768 0 0 0 4096 0 128 0 2621952 524320 0 0 268435456 2048 134217728 32 256 128 0 0 0 1073741824 0 0 0 4 0 0 0 131072 65536 0 8192 10560 68176128 32 10 131072 1 0 2048 0 0 0 0 65536 32 0 8 0 0 0 1 0 0 0 0 0 4 0 512 0 0 0 0 0 8192 256 2149580800 32
is_linear=0
shrinkage=0.04


Tree=702
num_leaves=31
num_cat=11
split_feature=0 3 11 12 0 17 11 3 12 2 6 0 12 2 2 0 3 2 2 6 2 12 2 6 2 2 2 2 12 2
split_gain=0.756782 0.410078 0.452364 0.438148 0.478139 0.512944 0.830124 0.656574 0.596355 0.390344 0.387746 0.683607 0.383992 0.380617 0.694423 0.37368 0.324111 0.28797 0.375195 0.271837 0.45708 0.338697 0.242459 0.234867 0.333775 0.207426 0.204109 0.405018 0.154871 0.173196
threshold=58.750000000000007 2015.5000000000002 0 1 39.07500000000001 2 3 2019.5000000000002 4 9.5000000000000018 5 15.500000000000002 6 1.5000000000000002 7.5000000000000009 18.500000000000004 2001.5000000000002 12.500000000000002 17.500000000000004 7 59.500000000000007 8 19.500000000000004 9 11.500000000000002 3.5000000000000004 21.500000000000004 48.500000000000007 10 12.500000000000002
decision_type=8 8 9 9 10 9 9 10 9 10 9 10 9 8 8 10 8 8 10 9 10 9 10 9 8 10 10 10 9 10
left_child=1 12 -3 15 10 -6 -7 8 17 -10 11 -5 16 -12 25 -4 -1 -8 -19 20 22 -21 -11 -14 -25 -15 -20 -28 29 -16
right_child=-2 2 3 4 5 6 7 -9 9 19 13 -13 23 14 28 -17 -18 18 26 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.8966625737655929e-05 9.2840028669192778e-05 -0.00024103501429368867 3.4082105488204357e-05 7.2033832458074675e-05 3.7043499477897394e-05 -4.7764690522432811e-05 9.7446300983435266e-05 1.5657330954642885e-05 -3.6727158143870933e-05 8.8690189050478417e-05 -0.00080406808241124885 -7.8242861200812107e-05 -6.9314137116301936e-05 0.00013528983482389572 2.2251684698589429e-05 -2.5868293914630535e-05 -6.5884328566087737e-06 -0.00092459891383943533 0.00022274745264678106 1.2076580598299372e-05 4.6908252926741297e-05 -9.5915926315194111e-05 -8.9756285672454312e-06 -0.00020356344531129389 2.7045425606653801e-07 0.00071212972090630453 -2.272287077749945e-06 0.00057445890510949573 4.3150302503225336e-06 -9.2539062259225339e-05
leaf_weight=48 25 115 50 25 212 138 79 44 214 59 33 121 161 38 29 151 84 38 34 104 34 114 43 37 128 29 58 47 513 101
leaf_count=48 25 115 50 25 212 138 79 44 214 59 33 121 161 38 29 151 84 38 34 104 34 114 43 37 128 29 58 47 513 101
internal_value=0.000129342 6.80074e-05 0.000275577 0.000400172 0.000572237 0.00108942 0.000684365 0.00114676 0.000901817 0.000151985 -0.000130338 -0.00193631 -0.00102832 0.000249336 0.000450069 -0.00133962 0.000783216 0.00245693 0.00164045 0.000969013 0.00228571 3.49336e-05 0.00108738 -0.00173294 -0.000568183 0.00429412 0.0026 0.00169811 4.34773e-05 -0.00113475
internal_weight=2906 2881 2423 2308 2107 1218 1006 868 824 568 889 146 458 743 710 201 132 256 177 354 136 218 102 326 165 67 139 105 643 130
internal_count=2906 2881 2423 2308 2107 1218 1006 868 824 568 889 146 458 743 710 201 132 256 177 354 136 218 102 326 165 67 139 105 643 130
cat_boundaries=0 3 4 5 8 9 10 11 12 13 14 15
cat_threshold=16384 524320 4097 131104 49 0 1024 524288 67199040 400 67150880 328 16777474 392 67142658
is_linear=0
shrinkage=0.04


Tree=703
num_leaves=31
num_cat=12
split_feature=8 7 3 12 12 9 12 12 0 2 8 5 6 3 2 11 0 2 5 3 12 2 2 3 0 2 11 3 1 0
split_gain=1.22594 0.860964 0.694033 0.604595 0.555323 0.493578 0.449642 0.432692 0.740567 0.497761 0.426322 0.415269 0.400316 0.394474 0.38338 0.483428 0.535813 0.560419 0.342286 0.345965 0.338952 0.304946 0.407801 0.339714 0.28817 0.42081 0.279762 0.287845 0.261684 0.225966
threshold=0 1 2008.5000000000002 2 3 4 5 6 36.400000000000006 100.50000000000001 7 2.5000000000000004 8 2016.5000000000002 14.500000000000002 9 35.850000000000009 40.500000000000007 1.0000000180025095e-35 1996.5000000000002 10 66.500000000000014 86.500000000000014 1988.5000000000002 40.250000000000007 12.500000000000002 11 2010.5000000000002 5.5000000000000009 31.500000000000004
decision_type=9 9 10 9 9 9 9 9 8 8 9 10 9 10 8 9 10 8 10 10 9 10 10 10 8 8 9 10 8 10
left_child=2 6 4 12 -1 10 18 24 -9 -10 29 20 -3 -8 -14 16 -16 -18 19 -2 26 -22 -23 -24 25 -7 -12 -28 -26 -5
right_child=1 3 -4 5 -6 7 13 8 9 -11 11 -13 14 -15 15 -17 17 -19 -20 -21 21 22 23 -25 28 -27 27 -29 -30 -31
leaf_value=-1.5182051023274142e-06 0.00017045697200678955 -0.00069466061174970509 2.4126560649825284e-05 4.2977358961993253e-05 2.0704169491331269e-05 3.8843756298226317e-05 -2.4457014793313194e-05 0.00076282037162483257 3.3716329612932624e-05 -0.00028739825719116703 -2.0568275385256318e-07 9.8323057657873037e-05 -3.117192775138335e-05 1.0532845587493083e-06 0.00011365660621110037 -4.2371067096325644e-06 -0.00059853916613172896 1.9349882501432138e-05 -0.00021811616084434693 -7.7302907934666062e-05 -9.7082558783275816e-07 3.6186302960981323e-05 2.4542366206699209e-06 -0.00043329283413788609 9.4521596290678227e-06 -0.00026478871781200885 -0.00010718635445077707 1.8668582136650545e-05 1.1650929114352472e-05 4.3708427871383542e-05
leaf_weight=103 78 113 43 40 203 58 319 43 93 30 156 34 138 26 33 270 37 40 25 28 514 26 39 29 29 89 196 29 29 77
leaf_count=103 78 113 43 40 203 58 319 43 93 30 156 34 138 26 33 270 37 40 25 28 514 26 39 29 29 89 196 29 29 77
internal_value=4.44734e-05 -0.000255611 0.00223333 8.91769e-05 0.00161563 0.000522995 -0.00177413 0.00176963 0.00325424 0.00183871 0.000104256 -0.000166345 -0.000940811 -0.00252809 -0.000438564 0.000209973 0.00231405 0.000666666 0.00025352 0.00127103 -0.000319193 0.000271405 0.00235789 0.000695651 0.000462962 -0.00045946 -0.00123469 -0.00211864 0.00284746 0.00228125
internal_weight=2967 2618 349 2142 306 1511 476 371 166 123 1140 1023 631 345 518 380 110 77 131 106 989 608 94 68 205 147 381 225 58 117
internal_count=2967 2618 349 2142 306 1511 476 371 166 123 1140 1023 631 345 518 380 110 77 131 106 989 608 94 68 205 147 381 225 58 117
cat_boundaries=0 30 47 49 50 52 54 56 77 78 81 82 84
cat_threshold=0 10 0 0 1073741824 0 0 0 0 0 0 131076 8192 0 268435456 0 0 0 0 2048 0 0 4194304 0 0 16384 4 0 0 4096 1 268435585 0 2621952 524320 0 0 0 2048 134218784 32 256 128 0 0 0 1073745936 17958944 32 99424 0 6308 16704 32 24642 2 16 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 0 128 146 32772 0 524288 82240 32800 1024
is_linear=0
shrinkage=0.04


Tree=704
num_leaves=31
num_cat=14
split_feature=8 8 7 4 12 2 8 9 7 2 8 12 7 12 1 2 7 3 6 2 12 1 5 2 2 3 2 2 2 1
split_gain=2.18189 0.662723 0.538932 0.369693 0.421555 0.552533 0.535676 0.324831 0.38276 0.432053 0.34082 0.355858 0.519258 0.431896 0.856426 0.524505 0.428897 0.438505 0.391641 0.53482 0.324273 0.326149 0.291673 0.286232 0.283397 0.27592 0.238754 0.365345 0.367736 0.220859
threshold=0 1 2 355.00000000000006 3 35.500000000000007 4 5 6 14.500000000000002 7 8 9 10 5.5000000000000009 29.500000000000004 11 2007.5000000000002 12 46.500000000000007 13 5.5000000000000009 1.5000000000000002 595.00000000000011 7.5000000000000009 1998.5000000000002 53.500000000000007 13.500000000000002 4.5000000000000009 5.5000000000000009
decision_type=9 9 9 8 9 8 9 9 9 10 9 9 9 9 8 10 9 10 9 8 9 10 10 8 8 10 10 10 10 8
left_child=3 -2 -3 -1 5 -5 20 -4 9 -9 -10 16 13 -13 15 -15 -12 18 22 -20 21 -6 -18 25 -14 26 27 28 -8 -22
right_child=1 2 7 4 6 -7 23 8 10 -11 11 12 24 14 -16 -17 17 -19 19 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.0107514145681497e-05 -2.9481487961540072e-05 -2.3478734201560769e-05 -3.7194960987547334e-05 7.3618830322953838e-05 1.8656353912293402e-05 8.8593935006156643e-05 1.2600985876619223e-05 0.00085744938305993201 -7.4537408571261819e-05 -1.3251465442366253e-06 -2.9571131562570915e-05 -6.3451730113456948e-06 3.1331411215035083e-06 -0.0016409850910741376 0.00022494387175389427 2.2670680926569495e-05 -6.4521557742267533e-05 2.1923134477543698e-05 1.6765971871833195e-07 5.9738307119674022e-05 -3.6241838585359885e-05 -0.00065775168883655717 2.1760005706520748e-05 0.00030727379215712163 -2.5342960999066747e-05 -5.7868485548711117e-05 -9.1855850247677315e-08 4.250724459037989e-05 -1.1410777496802614e-05 2.1210078735061028e-05
leaf_weight=26 105 256 136 58 75 53 33 42 124 66 120 112 116 25 27 50 133 89 197 130 116 25 31 42 475 33 51 96 53 28
leaf_count=26 105 256 136 58 75 53 33 42 124 66 120 112 116 25 27 50 133 89 197 130 116 25 31 42 475 33 51 96 53 28
internal_value=-5.88245e-05 -0.000666371 -0.000502805 0.00189143 0.00172891 0.00390164 0.0011936 -0.000261147 -0.000107552 0.00208403 -0.000265855 -9.23492e-05 -0.000661766 0.000995555 0.00276106 0.000789473 0.000562587 0.00101523 0.000560975 0.00133728 -0.000219609 0.00144144 -0.00100572 0.00228213 -0.0012691 0.00185768 0.00234188 0.00301639 0.00110345 -0.00139355
internal_weight=2923 2234 2129 689 663 111 552 1873 1737 108 1629 1505 805 214 102 75 700 580 491 327 244 100 164 308 591 266 233 182 86 144
internal_count=2923 2234 2129 689 663 111 552 1873 1737 108 1629 1505 805 214 102 75 700 580 491 327 244 100 164 308 591 266 233 182 86 144
cat_boundaries=0 30 57 75 76 99 101 114 135 137 149 150 162 163 165
cat_threshold=0 8 4 134217728 2147491840 1 0 0 0 32768 0 131076 10240 512 268435456 0 0 0 4096 10240 128 0 4194304 0 0 0 0 0 0 4096 268435456 2048 0 0 65536 0 0 0 0 0 0 2048 64 0 0 0 0 0 0 0 0 0 0 0 0 1073741824 64 131072 0 1610612736 0 0 0 33554432 0 2048 0 32 0 128 0 0 0 1073745936 256 16793920 0 0 0 0 0 1 0 0 0 0 0 131076 0 0 0 0 0 0 0 10240 128 0 4194304 512 160 2 17 0 2099200 0 0 0 268443648 0 0 0 0 16 1073741824 4 0 0 0 0 0 0 0 0 0 0 0 1048576 0 0 0 0 0 0 256 84937730 34 0 0 0 0 0 0 131072 131072 0 0 0 128 65888 0 0 67108864 0 0 0 131072 0 0 32 0 128 274 1122304 32
is_linear=0
shrinkage=0.04


Tree=705
num_leaves=31
num_cat=8
split_feature=7 12 6 3 12 2 2 2 12 2 0 0 2 12 4 0 0 2 4 2 2 2 2 1 12 0 2 4 6 3
split_gain=1.39735 0.624514 0.518247 0.926024 1.18182 0.757585 0.531355 0.686203 0.420924 0.392375 0.388675 0.680104 0.406094 0.363234 0.357213 0.299157 0.292191 0.304118 0.2815 0.259142 0.399206 0.273433 0.248776 0.280299 0.305771 0.275844 0.244797 0.225377 0.283108 0.530535
threshold=0 1 2 2003.5000000000002 3 37.500000000000007 3.5000000000000004 10.500000000000002 4 29.500000000000004 42.710000000000008 46.250000000000007 40.500000000000007 5 1.0000000180025095e-35 15.500000000000002 39.07500000000001 4.5000000000000009 353375000.00000006 3.5000000000000004 18.500000000000004 12.500000000000002 44.500000000000007 2.5000000000000004 6 30.500000000000004 84.500000000000014 7085990000.000001 7 1994.5000000000002
decision_type=9 9 9 10 9 8 8 10 9 10 10 10 8 9 10 10 10 8 10 10 10 10 10 10 9 10 10 8 9 10
left_child=1 -1 5 4 6 8 -4 -8 14 -5 12 18 -7 -14 19 -6 -17 -18 -12 -2 21 -21 -15 -24 26 -26 -25 -3 -29 -30
right_child=2 27 3 9 15 10 7 -9 -10 -11 11 -13 13 22 -16 16 17 -19 -20 20 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-3.2039417115202488e-05 -0.00094006331282837615 -0.00013067008527156861 0.00086388769954580077 5.4650211508302843e-05 5.3314842104669564e-05 3.3424035271880025e-05 -1.7880686858789966e-05 3.205504022832883e-05 -3.8083572554341369e-05 2.4763803989052783e-06 9.8500762558501392e-05 -0.00075846253342766348 -0.00013967809318584062 -6.0454530621925553e-06 0.00041089251082210629 -5.660483152751781e-05 4.6689153062393163e-05 -2.7349233484243067e-05 5.2899902429756583e-05 9.717310700067032e-06 -1.8561428345287636e-05 0.00027069910660923148 1.0828944961990376e-05 4.2740346320356474e-05 1.3074903133174461e-05 -7.3343997028548012e-05 7.5819845209452858e-08 -9.8725016655055249e-06 0.00011907602286253989 -2.2562125190662533e-05
leaf_weight=293 40 48 30 94 27 56 78 156 544 40 41 33 100 72 33 86 41 247 36 71 93 47 25 69 81 43 39 216 115 61
leaf_count=293 40 48 30 94 27 56 78 156 544 40 41 33 100 72 33 86 41 247 36 71 93 47 25 69 81 43 39 216 115 61
internal_value=-2.02987e-05 -0.00152151 0.000480071 0.00128889 0.00069069 1.95249e-05 0.00270545 0.00214468 -0.000762365 0.00432592 0.00110738 0.00324324 0.000617283 0.000195348 0.000488135 -0.000689321 -0.00100267 -0.000387544 0.00528205 -1.5874e-05 0.000547169 0.00208403 0.000835293 0.00144186 0.000995707 -0.000414816 0.00242017 -0.000532152 -0.00022392 0.000941176
internal_weight=2955 733 2222 799 665 1423 264 234 828 134 595 110 485 429 284 401 374 288 77 251 211 118 329 257 232 124 108 440 392 176
internal_count=2955 733 2222 799 665 1423 264 234 828 134 595 110 485 429 284 401 374 288 77 251 211 118 329 257 232 124 108 440 392 176
cat_boundaries=0 17 19 20 21 22 23 24 25
cat_threshold=0 268435600 262144 2884096 524290 134217794 0 805306368 67584 8224 32 384 144 0 0 32 1073741840 16787746 2 204 68280576 17907808 82976 133442 74
is_linear=0
shrinkage=0.04


Tree=706
num_leaves=31
num_cat=7
split_feature=8 0 2 0 15 2 12 9 9 2 2 9 11 2 2 2 2 0 2 0 5 2 2 2 2 2 2 2 2 2
split_gain=1.17024 0.540115 0.568607 0.526802 0.480181 0.42639 0.409289 0.364082 0.293618 0.346817 0.246115 0.230909 0.458951 0.29546 0.652148 0.624472 0.278693 0.242431 0.20914 0.20673 0.198113 0.679509 0.409251 0.382085 0.188741 0.184727 0.18288 0.17917 0.596804 0.174004
threshold=0 38.57500000000001 18.500000000000004 16.750000000000004 1 27.500000000000004 2 3 4 24.500000000000004 6.5000000000000009 5 6 49.500000000000007 67.500000000000014 20.500000000000004 70.500000000000014 14.500000000000002 37.500000000000007 31.500000000000004 1.0000000180025095e-35 7.5000000000000009 7.5000000000000009 14.500000000000002 3.5000000000000004 47.500000000000007 49.500000000000007 108.50000000000001 51.500000000000007 23.500000000000004
decision_type=9 10 10 10 9 10 9 9 9 10 8 9 9 10 10 10 8 10 8 10 10 8 8 8 10 8 10 10 10 10
left_child=1 3 10 -1 5 -2 7 -6 -9 20 24 12 13 15 -15 -8 17 -14 -13 -19 21 -10 -22 -23 -3 -20 -11 28 -4 -5
right_child=4 2 27 29 6 -7 11 8 9 26 -12 18 16 14 -16 -17 -18 19 25 -21 22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.8426481466459338e-05 3.9362074546553611e-06 4.1719956868119521e-06 2.6590712171534687e-05 -0.00074350997173303968 -3.5554020342065176e-05 0.0012931247102456198 3.7316809135826029e-05 -1.8616143427276441e-06 0.00399638566183171 -0.0002116209777686353 7.5116496007453123e-07 -2.1824357359179205e-05 -0.0010034111654066242 0.00065171580183140941 -9.8222785658150414e-06 -0.00048009285707647164 -2.6207465928607286e-05 1.6569770433801232e-05 1.0534585787495614e-05 -2.6083519289162612e-05 -4.4121475571887616e-05 -0.00037210960447388411 0.00011179114201076117 1.71837438772089e-05 1.4826291904971596e-05 -1.2739425249155001e-05 7.0037891599512679e-06 5.823990366539655e-05 -3.4989620496212896e-05 -2.821561141442887e-06
leaf_weight=26 85 32 69 61 136 31 196 687 27 35 115 199 54 27 58 54 197 229 25 121 39 25 47 40 34 110 48 35 28 76
leaf_count=26 85 32 69 61 136 31 196 687 27 35 115 199 54 27 58 54 197 229 25 121 39 25 47 40 34 110 48 35 28 76
internal_value=-3.52911e-05 0.0017577 0.00276433 -7.31717e-05 -0.000386942 0.00201575 -0.000514166 5.84465e-05 0.000342022 0.00145588 0.0012967 -0.00099922 -0.000658924 0.00052023 0.00255814 -0.000159363 -0.00131373 -0.000730865 -0.00190145 -0.000341881 0.00250279 0.00378495 0.00110345 0.00151515 0.00322388 -0.000735295 -0.000619049 0.00475188 0.00379592 -0.00107246
internal_weight=2946 476 313 163 2470 116 2354 1084 948 261 181 1270 936 335 85 250 601 404 334 350 178 92 86 65 66 135 83 132 97 137
internal_count=2946 476 313 163 2470 116 2354 1084 948 261 181 1270 936 335 85 250 601 404 334 350 178 92 86 65 66 135 83 132 97 137
cat_boundaries=0 26 27 29 31 33 35 38
cat_threshold=0 14 4 0 2147483648 0 0 0 1 32768 0 131076 10240 1048576 268435456 0 0 0 0 2048 0 0 4194304 0 0 16384 134742016 67158306 2 1073741824 8224 0 18576 1073741824 26656 32772 0 524288
is_linear=0
shrinkage=0.04


Tree=707
num_leaves=31
num_cat=10
split_feature=9 14 2 12 2 1 0 13 0 3 2 2 12 4 2 1 12 0 15 2 13 6 0 0 2 0 0 4 4 12
split_gain=0.439514 0.400004 0.453506 0.428932 0.410527 0.371285 0.360277 0.350191 0.468434 0.435125 0.444012 0.369823 0.308122 0.424114 0.261786 0.612145 0.386448 0.372204 0.342759 0.387078 0.382228 0.415245 0.344458 0.369513 0.298529 0.28005 0.262814 0.250082 0.241991 0.209115
threshold=0 1 64.500000000000014 2 50.500000000000007 4.5000000000000009 10.500000000000002 3 30.500000000000004 2019.5000000000002 44.500000000000007 32.500000000000007 4 208770000.00000003 37.500000000000007 5.5000000000000009 5 40.250000000000007 6 30.500000000000004 7 8 16.750000000000004 39.07500000000001 5.5000000000000009 35.600000000000009 39.07500000000001 28.000000000000004 293.00000000000006 9
decision_type=9 9 8 9 8 10 10 9 8 8 10 10 9 8 10 10 9 8 9 8 9 9 10 10 10 10 10 10 10 9
left_child=12 2 6 14 5 -5 -2 8 -7 -9 11 29 28 -14 18 16 17 -16 20 25 21 -3 -22 -24 -25 -20 -18 -27 -1 -11
right_child=1 3 -4 4 -6 7 -8 9 -10 10 -12 -13 13 -15 15 -17 26 -19 19 -21 22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=3.52900840005226e-08 -2.4311441986099526e-05 -0.00085985127960681894 9.9721082286364588e-05 -0.00018259069054591141 -2.4412046164592161e-05 0.00010830453881402283 0.00010993348977800695 -0.0010159350753482222 7.690297714871972e-06 -2.337134292992953e-05 0.00022843442326885526 -0.0010812908495077226 8.8499801190745157e-05 -3.7128760134887246e-05 7.8070169051349948e-06 6.0939878490670481e-05 -0.00157741263698463 -5.730120644089146e-05 0.00043107645506551827 -1.3146712834166351e-05 0.00035305960795145206 -9.4194731332145365e-06 -0.00021555269715133152 8.477673370035476e-05 -9.6346833281385728e-06 -5.3852722792205751e-07 1.4778301530530387e-05 3.0119171620355037e-05 -2.1760535094333594e-05 1.6834819034122738e-05
leaf_weight=419 65 107 40 67 371 72 34 48 147 102 26 39 25 159 154 44 52 26 31 74 46 128 48 62 130 52 49 51 136 163
leaf_count=419 65 107 40 67 371 72 34 48 147 102 26 39 25 159 154 44 52 26 31 74 46 128 48 62 130 52 49 51 136 163
internal_value=-0.000117252 0.000164358 0.00216 2.09514e-05 -0.000554494 3.60893e-05 0.000839999 0.000354514 0.00158261 -0.000390746 0.000120845 -0.000314755 -0.000954668 -0.00233846 0.000585915 0.00153374 0.000836878 0.00188482 0.000169862 0.00149772 -0.00038346 -0.00154472 0.000592592 -9.49717e-10 0.000787564 0.00284444 -0.00110714 0.00180769 -0.000459365 0.000225563
internal_weight=2967 2228 139 2089 1035 664 99 597 219 378 330 304 739 184 1054 325 281 180 729 208 521 235 286 240 192 134 101 103 555 265
internal_count=2967 2228 139 2089 1035 664 99 597 219 378 330 304 739 184 1054 325 281 180 729 208 521 235 286 240 192 134 101 103 555 265
cat_boundaries=0 2 3 5 6 8 9 10 11 12 13
cat_threshold=1 12464 17 101634 2 12 67224642 32 35074 2214592512 12 216 1179744
is_linear=0
shrinkage=0.04


Tree=708
num_leaves=31
num_cat=13
split_feature=7 8 7 12 2 5 11 6 9 8 4 12 2 3 2 2 2 13 1 4 2 2 6 2 2 11 13 5 2 3
split_gain=1.79526 1.07819 0.979206 0.84348 1.23985 0.980671 0.600396 0.670445 0.485194 0.564007 0.550711 0.613377 0.712144 0.463064 0.417291 0.492966 0.378782 0.36817 0.359724 0.356416 0.285392 1.02521 0.281964 0.370861 0.305445 0.245527 0.252222 0.404793 0.232654 0.214365
threshold=0 1 2 3 4.5000000000000009 4.5000000000000009 4 5 6 7 283.00000000000006 8 inf 2018.5000000000002 37.500000000000007 15.500000000000002 147.50000000000003 9 5.5000000000000009 7049.5000000000009 49.500000000000007 29.500000000000004 10 39.500000000000007 79.500000000000014 11 12 1.0000000180025095e-35 8.5000000000000018 2006.5000000000002
decision_type=9 9 9 9 10 8 9 9 9 9 10 9 8 8 10 10 10 9 10 10 10 10 9 8 10 9 9 10 8 8
left_child=3 -2 -3 18 -5 -6 7 13 19 16 11 12 -11 -4 15 -15 -10 28 -1 25 21 -7 -19 -24 -25 26 -8 29 -13 -28
right_child=1 2 6 4 5 20 8 -9 9 10 -12 17 -14 14 -16 -17 -18 22 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-2.791707239935572e-05 -3.7545335849962221e-05 -2.3634576596674504e-05 1.6003183195077018e-06 -0.00060187094816139262 5.2063620771625895e-05 4.5971661955179748e-05 -1.6013558825358283e-05 -2.6473028216035279e-06 1.9631509455554968e-05 -3.0802366603880521e-05 -0.00022953346477316234 -0.000236437800401876 0.00012788827205274962 0.00014542815116298178 5.26122330630192e-06 0.00034495089422096058 6.138222580136551e-05 -3.3782734290421032e-05 1.5801223044023839e-05 1.1919265052992611e-05 1.0600985083901149e-05 3.6218376722861915e-05 0.00013501000852323119 -0.0016567533862721288 2.5526637182741573e-05 -7.3417681162497208e-05 -7.7093959644202118e-05 -9.4984530922224584e-05 9.1425651856970501e-05 0.00019429047222918564
leaf_weight=95 232 255 54 36 33 99 179 127 192 382 108 44 47 46 37 33 31 125 25 46 46 31 125 47 25 124 28 40 192 68
leaf_count=95 232 255 54 36 33 99 179 127 192 382 108 44 47 46 37 33 31 125 25 46 46 31 125 47 25 124 28 40 192 68
internal_value=-8.39833e-05 -0.000457276 -0.000194422 0.0025 0.00382812 0.0051619 9.47409e-05 0.00172727 -0.000183022 0.000216703 -0.00016275 0.000133602 -0.00099091 0.00331492 0.00492308 0.00655 0.002 0.000998242 -0.000305344 -0.00125 0.0039322 0.0048855 9.60952e-05 0.00101923 -0.00120548 -0.00162727 -0.000920246 0.000380951 0.00217004 0.00181443
internal_weight=2952 2587 2355 365 245 209 2100 297 1803 1318 1095 987 429 170 116 79 223 558 120 485 176 130 322 197 72 439 315 136 236 96
internal_count=2952 2587 2355 365 245 209 2100 297 1803 1318 1095 987 429 170 116 79 223 558 120 485 176 130 322 197 72 439 315 136 236 96
cat_boundaries=0 18 45 62 64 66 67 69 95 97 98 99 100 101
cat_threshold=131074 1 33562624 4 65536 64 0 268435456 33554432 134217744 40960 64 0 0 0 0 1073741952 256 268435456 2048 0 0 65536 1 0 0 1 0 0 2048 0 0 0 0 0 0 33554432 2048 2147483904 0 0 8 0 0 64 1 32 1073741824 2560 524290 0 0 0 0 8192 0 0 16 268435456 0 0 4112 1189888 32 49152 2148533760 386 1073741824 20656 16 4 0 0 0 0 0 2147483648 0 0 0 4 0 512 0 0 0 0 0 0 128 0 4194304 0 0 16384 84025664 34 12 150 4 2
is_linear=0
shrinkage=0.04


Tree=709
num_leaves=31
num_cat=11
split_feature=7 2 8 7 2 2 2 4 3 1 8 6 12 2 2 15 2 2 12 4 7 2 2 3 16 2 16 2 2 2
split_gain=1.75832 1.10652 0.8862 0.745214 0.742361 0.622888 0.515723 0.36031 0.336024 0.467003 0.452546 0.448639 0.641351 0.549217 0.593298 0.384436 0.330206 0.322015 0.315603 0.393764 0.311732 0.350929 0.309904 0.293826 0.253888 0.245241 0.231136 0.207649 0.19502 0.617093
threshold=0 70.500000000000014 1 2 101.50000000000001 8.5000000000000018 119.00000000000001 575.00000000000011 2012.5000000000002 5.5000000000000009 3 4 5 99.000000000000014 56.500000000000007 6 22.500000000000004 510.50000000000006 7 6789.5000000000009 8 47.500000000000007 37.500000000000007 2015.5000000000002 9 1.0000000180025095e-35 10 5.5000000000000009 4.5000000000000009 20.500000000000004
decision_type=9 8 9 9 10 10 10 8 10 10 9 9 9 8 10 9 10 8 9 10 9 8 10 10 1 10 1 10 10 10
left_child=1 5 26 -4 7 -1 -6 27 10 23 28 18 13 14 16 -14 -13 -3 25 20 21 22 -20 -10 -8 -12 -2 -5 -9 -30
right_child=2 17 3 4 6 -7 24 8 9 -11 11 12 15 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.4866814587170233e-06 -4.2183612592623816e-05 -7.7754436920313461e-05 -3.4997308645826931e-05 1.3854858381722657e-05 2.9453897802356809e-05 3.7142256991544667e-05 5.8250684953184421e-05 2.4029713368217908e-05 3.3869807875123722e-05 0.00045015731783334462 9.9283459941769923e-05 9.2433733735804049e-05 1.4851807536855099e-05 0.0001186822049318053 -0.00013977943657637163 -8.7959932097704077e-05 7.2864530999214406e-05 2.8356047357610174e-05 -2.156566650544956e-05 1.619481922376509e-05 -8.8178954284774e-05 -3.5111260845955109e-05 2.9488470583693164e-05 -1.8753237116234624e-06 -8.6491926645660279e-06 -1.191044715437037e-06 -3.1876721504267672e-05 -0.00029536937691490074 -0.0010631156660461231 7.073569830209023e-05
leaf_weight=72 234 51 241 25 27 178 118 25 28 31 31 118 179 32 28 137 59 25 109 44 380 80 41 122 57 246 64 74 35 67
leaf_count=72 234 51 241 25 27 178 118 25 28 31 31 118 179 32 28 137 59 25 109 44 380 80 41 122 57 246 64 74 35 67
internal_value=5.6775e-05 0.00277745 -0.00029058 -2.38815e-05 0.000222433 0.00414343 0.00252217 -2.32568e-05 0.000107082 0.00173626 -7.6924e-05 -0.000278262 0.00061702 0.00214516 0.00145631 -0.000562692 0.00231461 -0.00135065 -0.000811041 -0.00128722 -0.0015712 -0.000331951 0.000794701 0.000794701 0.00170454 0.000319444 -0.00230421 -0.00236 0.00211594 0.00147573
internal_weight=2958 326 2632 2334 2093 250 202 1891 1792 181 1611 1484 553 237 205 316 177 76 931 654 610 230 150 150 175 277 298 99 127 102
internal_count=2958 326 2632 2334 2093 250 202 1891 1792 181 1611 1484 553 237 205 316 177 76 931 654 610 230 150 150 175 277 298 99 127 102
cat_boundaries=0 18 44 61 87 88 89 90 92 109 110 111
cat_threshold=131074 128 33562624 8192 0 134217792 0 8192 33554432 402661392 32768 2097216 0 0 0 32 0 256 268435472 2048 0 0 0 1 0 0 0 0 0 2048 64 0 0 4096 0 0 33554432 0 2147483904 0 0 0 0 1073741824 1 16 67108864 2097664 524320 8192 0 268435456 0 0 0 0 16 0 0 0 144 0 0 0 0 2147483648 0 0 2147483648 0 32768 0 0 0 0 0 0 0 0 0 0 128 0 0 0 0 32768 284 17730 67108864 84967424 32 0 0 0 0 0 0 131072 131072 0 0 0 0 0 0 0 0 4096 2 2
is_linear=0
shrinkage=0.04


Tree=710
num_leaves=31
num_cat=10
split_feature=7 7 3 0 12 3 17 0 15 2 2 2 2 2 0 15 0 2 2 0 0 2 7 2 6 12 3 15 0 2
split_gain=1.59831 1.00815 0.499086 0.432591 0.486838 0.97054 1.03194 0.786683 0.500288 0.556474 0.428892 0.355911 0.350256 0.507537 0.34621 0.344655 0.386961 0.35371 0.522965 0.325356 1.06075 0.313391 0.243149 0.249941 0.474055 0.738731 0.412736 0.36554 0.458586 0.356096
threshold=0 1 1988.5000000000002 58.750000000000007 2 2009.5000000000002 3 39.07500000000001 4 69.500000000000014 35.500000000000007 15.500000000000002 9.5000000000000018 14.500000000000002 31.500000000000004 5 42.710000000000008 38.500000000000007 65.500000000000014 39.07500000000001 18.500000000000004 44.500000000000007 6 46.500000000000007 7 8 2003.5000000000002 9 18.500000000000004 90.500000000000014
decision_type=9 9 8 8 9 8 9 10 9 10 8 10 10 10 10 9 10 8 10 10 10 10 9 8 9 9 8 9 10 8
left_child=12 14 -3 4 5 -4 7 -7 9 10 11 -8 -1 -14 -2 17 21 19 -19 20 -10 -17 -6 24 -24 -26 -25 29 -29 -28
right_child=1 2 3 -5 22 6 8 -9 15 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 23 26 25 -27 27 28 -30 -31
leaf_value=3.1247132202108862e-06 7.3883118208243172e-05 0.00017566748002561367 -0.00014440391545681708 5.8424239320808323e-05 -2.2190113908062242e-05 -2.1858559634750918e-05 0.00012511283611552564 4.0325149147290151e-05 1.0658559655366306e-05 -0.00011442621646499921 0.00070009704687192995 -2.4348131024423907e-05 0.00011497868162546685 8.7219337795860825e-06 -3.9259552352172001e-05 -0.00043845106958634251 9.1490439185047562e-05 -3.8322084005376443e-05 1.6871619109625103e-05 6.2679086544911675e-07 0.0058692581521830904 -4.2635259021831659e-06 -3.8142441568846309e-05 4.8313290259310277e-05 4.5202180245583255e-05 -1.9156441768357051e-05 2.0985074393256099e-06 9.0248577490614255e-05 2.4787472270006336e-06 -0.001531992211716324
leaf_weight=56 46 35 89 25 111 32 45 82 105 34 37 35 41 115 298 81 31 82 70 152 47 35 610 30 127 131 73 27 189 52
leaf_count=56 46 35 89 25 111 32 45 82 105 34 37 35 41 115 298 81 31 82 70 152 47 35 610 30 127 131 73 27 189 52
internal_value=0.000296853 2.79197e-05 0.000324642 0.00025375 0.00019584 0.000880164 0.00129804 0.004672 0.00071111 0.00269136 0.00416949 0.00246913 0.00355157 0.0046879 -0.00196056 0.000175895 -0.00144304 0.000719485 -0.000836602 0.00152131 0.00282353 -0.00259829 -0.000293902 -0.000124801 -0.000497124 0.000921932 0.000741935 0.00033918 0.00130396 -0.00132353
internal_weight=2923 2711 2367 2332 2307 957 868 114 754 151 117 80 212 156 344 603 147 456 152 304 152 116 1350 1239 868 258 371 341 216 125
internal_count=2923 2711 2367 2332 2307 957 868 114 754 151 117 80 212 156 344 603 147 456 152 304 152 116 1350 1239 868 258 371 341 216 125
cat_boundaries=0 17 34 36 37 38 39 48 49 50 51
cat_threshold=131072 1 0 0 65536 64 0 8192 33554432 16 32768 2105344 0 0 0 32 1073741952 268435456 16 536870912 2621952 524320 134217728 0 0 0 134217760 32 384 268435472 0 0 0 16 1138752 32 9 2290089984 69206016 1 0 1140850688 0 0 0 0 536870912 2048 396 16777474 67108864
is_linear=0
shrinkage=0.04


Tree=711
num_leaves=31
num_cat=10
split_feature=8 8 2 11 2 12 12 8 8 4 15 9 1 2 0 2 9 0 0 3 2 2 5 4 0 2 2 2 2 4
split_gain=1.29602 0.907631 0.422862 0.371259 0.441337 1.09825 0.430933 0.51319 0.480449 0.547995 0.708233 0.509547 0.651165 0.489256 0.430677 0.413169 0.389513 0.707351 0.384986 0.321674 0.300512 0.465823 0.289043 0.344142 0.282895 0.343998 0.276033 0.259569 0.213795 0.173064
threshold=0 1 14.500000000000002 2 108.50000000000001 3 4 5 6 575.00000000000011 7 8 5.5000000000000009 14.500000000000002 38.57500000000001 8.5000000000000018 9 22.250000000000004 47.750000000000007 2003.5000000000002 69.500000000000014 51.500000000000007 1.0000000180025095e-35 1868495000.0000002 15.500000000000002 13.500000000000002 17.500000000000004 12.500000000000002 19.500000000000004 10510.500000000002
decision_type=9 9 10 9 10 9 9 9 9 10 9 9 8 10 10 10 9 8 10 10 10 8 10 10 10 10 8 10 10 8
left_child=2 -2 -1 -3 6 -6 7 15 -8 10 20 27 13 -13 -7 -5 18 -18 29 22 21 24 23 -19 -10 -26 -20 -12 -17 -9
right_child=1 3 -4 4 5 14 8 16 9 -11 11 12 -14 -15 -16 28 17 19 26 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.9164483091903603e-05 -4.7801330944580698e-05 -9.8718066376183561e-05 8.0724562403817695e-06 0.00036210322924503459 5.7793125246971689e-05 -0.00039438544929170028 -4.6021941532947709e-05 -0.00014534391077042317 0.00010843635842211685 3.4844288802699963e-05 -0.00039234142021111335 8.188784634730597e-05 -0.00096474342256030533 2.6963952163602234e-06 9.570790122816258e-06 -0.00019662189100989657 7.6339870728764253e-05 -0.00011292125248134929 7.0558275980322008e-05 2.3911462818236333e-05 -2.1341564233594567e-05 2.324542581431728e-05 2.1789816130001254e-05 3.3751942035056647e-05 0.00073194152280440063 -3.4315456637683714e-06 -0.00023021193560072742 -8.1336643926703725e-06 9.8479009115081272e-06 -2.332588804474414e-05
leaf_weight=59 260 101 49 26 106 60 101 85 37 42 148 66 36 67 67 34 25 115 26 38 27 25 46 33 43 65 25 260 49 780
leaf_count=59 260 101 49 26 106 60 101 85 37 42 148 66 36 67 67 34 25 115 26 38 27 25 46 33 43 65 25 260 49 780
internal_value=1.24043e-05 -0.000161199 0.00410084 7.38984e-05 0.000176831 0.00182906 1.81723e-06 -0.000470225 0.000659482 0.000986698 0.000753547 2.04072e-05 0.0018 0.00319403 -0.00078261 0.00203333 -0.000719596 0.00064179 -0.00110464 -3.43357e-05 0.00275 0.00350877 -0.000697437 -0.00155705 0.00260274 0.00154128 0.00223077 -0.000744631 0.000809523 -0.0013164
internal_weight=2901 2793 108 2533 2432 233 2199 1282 917 816 774 577 169 133 127 109 1173 257 916 232 197 170 194 148 145 108 51 408 83 865
internal_count=2901 2793 108 2533 2432 233 2199 1282 917 816 774 577 169 133 127 109 1173 257 916 232 197 170 194 148 145 108 51 408 83 865
cat_boundaries=0 30 60 63 65 66 90 113 114 116 118
cat_threshold=0 2 0 134217728 1073741824 0 0 0 0 32768 0 0 0 0 268435456 0 0 0 0 2048 0 0 0 0 0 32768 4 0 0 8192 1073741824 2048 0 0 0 1 524288 2147483648 0 0 0 0 0 1048576 0 4096 0 0 33554432 0 2147483648 0 0 0 0 0 0 0 128 4096 0 1769984 4097 34850 32 175202 16 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 256 0 0 8 0 8 0 0 0 0 0 0 0 0 0 131072 0 512 0 0 0 0 0 0 256 0 4194304 2283798528 0 6192 1073741824 22688
is_linear=0
shrinkage=0.04


Tree=712
num_leaves=31
num_cat=14
split_feature=8 8 6 12 12 4 13 17 0 9 0 12 12 8 5 0 0 12 9 0 0 0 6 0 5 3 3 3 4 3
split_gain=1.70692 0.658592 0.407956 0.575329 0.485271 0.491517 0.47886 0.434708 0.463795 0.37334 0.369149 0.432477 0.399815 0.553791 0.629492 0.320132 0.247473 0.243064 0.240817 0.229433 0.226383 0.211414 0.198935 0.180201 0.351519 0.179177 0.166927 0.152732 0.12883 0.121201
threshold=0 1 2 3 4 199.50000000000003 5 6 40.675000000000004 7 39.07500000000001 8 9 10 2.5000000000000004 18.500000000000004 42.710000000000008 11 12 40.250000000000007 18.500000000000004 43.175000000000004 13 39.07500000000001 1.5000000000000002 2013.5000000000002 2001.5000000000002 2008.5000000000002 237200.00000000003 2008.5000000000002
decision_type=9 9 9 9 9 10 9 9 8 9 10 9 9 9 8 10 10 9 9 10 10 10 9 10 8 8 10 8 8 10
left_child=10 15 4 19 28 6 -6 -5 18 17 11 -1 -12 16 -15 -2 -14 -8 -9 -4 -13 -10 27 -11 -25 -16 -24 -20 -3 -19
right_child=1 2 3 7 5 -7 9 8 21 23 12 20 13 14 25 -17 -18 29 22 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=3.5630012329246791e-05 2.3065295697801501e-05 -5.3061132677647622e-05 0.00013056629082657906 -2.3562753469278268e-05 5.2758139989949353e-05 -0.00016100897305886666 -5.7326534597468256e-05 -4.6214183458974203e-05 6.0055406306627286e-05 -2.4755355549076804e-06 7.1917277744916868e-06 6.8602028495717477e-06 2.4561950980643958e-05 1.8948310149255954e-06 3.5930878668100779e-05 -3.8350931101815932e-05 -0.0001170820071363247 2.5974439190581222e-06 0.00010518178762742232 -2.350131462876616e-05 -0.00027134953481057608 3.7977941989636148e-05 5.9695581451087524e-05 7.2792408861913175e-05 2.1911428202950234e-05 2.7915993796351885e-05 -4.3914076569536193e-05 -2.9131978985342753e-05 -2.2909371865191248e-05 -4.863270415563484e-06
leaf_weight=107 28 38 105 101 109 93 131 132 29 27 105 36 77 50 35 211 25 303 41 30 73 126 152 31 71 85 48 191 363 28
leaf_count=107 28 38 105 101 109 93 131 132 29 27 105 36 77 50 35 211 25 303 41 30 73 126 152 31 71 85 48 191 363 28
internal_value=0.000199865 -0.000280118 -5.37047e-05 0.000559005 -0.000544399 3.48249e-05 0.000399428 0.000144403 0.000498629 -7.30906e-05 0.00209934 0.000811059 0.00288889 0.00364664 0.00508287 -0.002224 0.00099115 -0.00060888 -2.83195e-05 0.00287671 -0.000966668 0.0024359 0.000433408 0.00174286 0.00264078 0.00694215 0.00132701 -0.000362141 -0.0016602 -1.16968e-05
internal_weight=2981 2388 2149 955 1194 793 700 820 719 591 593 216 377 272 170 239 102 462 564 135 109 155 432 129 102 120 200 232 401 331
internal_count=2981 2388 2149 955 1194 793 700 820 719 591 593 216 377 272 170 239 102 462 564 135 109 155 432 129 102 120 200 232 401 331
cat_boundaries=0 30 57 58 59 60 61 62 64 66 67 88 89 91 92
cat_threshold=0 10 0 134217728 2147483648 1 0 0 0 32768 0 2052 2048 1048576 268435456 0 0 0 4096 2048 128 0 4194304 0 0 32768 4 0 524288 12288 1342177280 2048 0 0 0 0 524288 0 0 0 0 33685504 0 0 0 0 0 0 33554432 8192 2147483904 0 0 0 0 0 64 344 65792 75072 8 22 1 18464 114784 32 17893408 0 0 0 0 2147483648 1 0 0 0 32768 0 0 2048 1048576 0 0 0 0 0 0 128 67272736 0 16544 6
is_linear=0
shrinkage=0.04


Tree=713
num_leaves=31
num_cat=10
split_feature=8 7 2 7 2 2 1 12 9 2 5 12 2 2 8 17 12 2 2 1 2 3 2 1 0 11 2 2 0 2
split_gain=2.28819 1.32272 0.693285 0.598476 0.607527 0.679994 0.893258 0.594538 0.617638 0.499652 0.386572 0.402383 0.643472 0.541904 0.377725 0.414429 0.859668 0.808023 0.35337 0.330476 0.335381 0.309193 0.362711 0.298701 0.224243 0.521743 0.402002 0.999316 0.409094 0.223981
threshold=0 1 535.00000000000011 2 155.00000000000003 4.5000000000000009 5.5000000000000009 3 4 65.500000000000014 3.5000000000000004 5 11.500000000000002 29.500000000000004 6 7 8 36.500000000000007 12.500000000000002 3.5000000000000004 171.00000000000003 2011.5000000000002 13.500000000000002 5.5000000000000009 42.710000000000008 9 16.500000000000004 10.500000000000002 39.07500000000001 30.500000000000004
decision_type=9 9 10 9 10 8 10 9 9 10 8 9 8 10 9 9 9 8 10 10 10 10 10 10 10 9 10 10 10 10
left_child=2 -2 3 23 5 -5 10 8 -3 21 -7 12 -12 -14 -10 29 17 18 -17 -11 -21 -9 -23 -1 25 26 27 -18 -28 -16
right_child=1 7 -4 4 -6 6 -8 9 14 19 11 -13 13 -15 15 16 24 -19 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=2.4208141762935502e-06 -3.1965919626041662e-05 -8.4403733468920275e-06 8.1187775058271327e-05 -7.1553692839060669e-07 -0.00040636331197556623 -1.9424622667501202e-07 5.2203029718210851e-05 -2.5820621321017263e-05 5.0977741881917359e-05 3.7276165956581004e-05 2.8301007712395795e-05 8.8506540312261091e-06 1.3439054447370682e-05 0.00033011494475522084 -7.0426991673884099e-06 0.0004156166560577801 6.8337953289807249e-06 9.1541071861575132e-05 -7.5543411800159326e-05 4.6204987307026479e-05 -0.00039794039622853772 -7.0816489824842045e-05 3.7613542662419206e-05 -0.00034462460862347207 6.6724859125204605e-05 -0.00012609526812269303 -0.00016296601579880084 0.0024561210542899947 3.5906561953708588e-05 -2.262019155125472e-05
leaf_weight=75 362 257 32 65 29 49 44 638 123 37 35 104 46 29 109 77 79 44 39 90 49 25 41 30 38 115 133 30 52 51
leaf_count=75 362 257 32 65 29 49 44 638 123 37 35 104 46 29 109 77 79 44 39 90 49 25 41 30 38 115 133 30 52 51
internal_value=0.000236338 -0.000298334 0.00256466 0.00224063 0.00290291 0.00341019 0.0041948 0.000104023 0.000701208 -0.000673402 0.00328788 0.0040186 0.00561983 0.00394737 0.00119867 0.000838045 0.00131391 0.00374269 0.00218803 0.00122034 0.000314285 -0.00115745 0.00143283 -0.000517242 0.000375545 0.000107316 0.00099672 0.00294545 -0.000107528 -0.000935673
internal_weight=2927 2389 538 506 401 372 307 2027 1147 880 263 214 110 75 890 767 607 160 116 176 139 704 66 105 447 409 294 109 185 160
internal_count=2927 2389 538 506 401 372 307 2027 1147 880 263 214 110 75 890 767 607 160 116 176 139 704 66 105 447 409 294 109 185 160
cat_boundaries=0 30 47 56 58 60 61 82 83 85 86
cat_threshold=0 14 4 134217728 0 1 0 0 1 32768 0 2052 10240 0 268435456 0 0 0 4096 2048 0 0 4194304 0 0 268468224 4 0 0 12288 0 0 68157440 2621444 2 134217728 33554432 0 0 0 32 256 268435472 268435456 0 0 4112 0 16 0 0 0 8192 0 131072 67584 16901122 2 257 4272 32866 0 0 0 0 0 0 0 0 0 0 0 131072 0 512 0 4096 0 0 0 0 128 14 2 2 16420
is_linear=0
shrinkage=0.04


Tree=714
num_leaves=31
num_cat=10
split_feature=7 8 7 2 1 0 1 2 2 8 4 8 2 2 11 4 12 0 2 2 2 12 3 9 0 3 12 2 2 3
split_gain=1.91356 1.61279 0.759225 0.414187 0.716937 0.745694 0.50395 0.391578 0.960162 0.599926 0.396385 0.422847 0.572713 0.47044 0.35367 0.753375 0.721847 0.508944 0.351992 0.391805 0.331587 0.502616 0.460356 0.279214 0.314477 0.300984 0.197842 0.469406 0.1938 0.178726
threshold=0 1 2 39.500000000000007 5.5000000000000009 31.500000000000004 4.5000000000000009 101.50000000000001 151.50000000000003 3 6373145000.000001 4 9.5000000000000018 17.500000000000004 5 7650.0000000000009 6 35.600000000000009 69.500000000000014 147.50000000000003 9.5000000000000018 7 1975.5000000000002 8 44.07500000000001 2014.5000000000002 9 50.500000000000007 34.500000000000007 1977.5000000000002
decision_type=9 9 9 10 10 10 10 10 10 9 10 9 10 10 9 10 9 8 10 10 8 9 10 9 10 8 9 8 10 10
left_child=-1 26 3 4 5 -3 -7 9 -9 -4 11 12 -11 -14 15 20 17 -16 -5 -20 22 28 -13 29 25 -25 -2 -28 -22 -23
right_child=1 2 7 18 -6 6 -8 8 -10 10 -12 14 13 -15 16 -17 -18 -19 19 -21 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-8.750048843662971e-05 3.4133025502789611e-05 0.00037623061424003651 -3.8022362589438905e-05 -0.00045069977325032373 0.00038239533608073898 -7.4604990909395952e-05 1.2387173631417795e-05 6.4271655537470859e-05 -2.1775139999620049e-06 3.5867308646048702e-05 -4.8900837270875145e-05 -4.8768940018497529e-05 -6.0240068220238709e-05 1.121423291789634e-05 0.0019555664957892115 3.5228116366968628e-05 -5.1038610873854649e-05 -2.0182977141800509e-05 1.796489064524062e-05 -8.3467029247289295e-06 -8.8385818234912254e-05 -2.1560487908887622e-05 3.3138604623551272e-05 -1.3399618498531116e-05 0.00011306746102400504 2.7137599401426518e-05 2.1756649840075841e-05 -1.1985680812323895e-05 4.1767917411040588e-06 1.4256406990693265e-05
leaf_weight=330 103 35 110 25 26 40 58 61 130 49 41 282 28 41 45 25 272 71 25 30 130 86 76 107 29 374 87 35 117 26
leaf_count=330 103 35 110 25 26 40 58 61 130 49 41 282 28 41 45 25 272 71 25 30 130 86 76 107 29 374 87 35 117 26
internal_value=0.000118825 0.000490873 0.000171914 0.002256 0.003525 0.00229851 0.000484848 -7.57944e-05 0.00164583 -0.000249216 -6.40893e-05 2.72873e-05 0.00223256 5.71419e-05 -0.000145367 0.000183689 -0.00118296 0.00138583 -9.41901e-10 0.00178571 4.23443e-05 0.000464367 -0.000980502 0.00106161 0.00145873 0.00123651 0.00364407 0.00204511 -0.00103876 -0.000715448
internal_weight=2894 2564 2339 239 159 133 98 2100 191 1909 1799 1758 118 69 1640 1252 388 116 80 55 1227 869 358 622 510 481 225 122 247 112
internal_count=2894 2564 2339 239 159 133 98 2100 191 1909 1799 1758 118 69 1640 1252 388 116 80 55 1227 869 358 622 510 481 225 122 247 112
cat_boundaries=0 17 46 64 91 117 119 120 121 123 124
cat_threshold=0 16 1610612736 2886144 524288 134227970 0 0 0 8192 8224 256 8388624 268435456 0 0 16 0 8 0 134217728 0 0 0 0 1 0 0 133120 2048 1048576 0 0 0 0 0 2048 0 0 0 0 0 268435456 4 0 524288 268566528 129 0 0 65536 64 0 268443648 0 134217728 32768 128 0 0 0 0 128 128 0 4 0 0 65536 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 8192 2147483648 0 4194304 0 0 0 64 0 0 0 0 0 1 0 0 0 0 0 0 8192 512 0 0 0 0 0 0 0 0 0 0 0 32768 36 1536 197952 148832 1 4100 1081442
is_linear=0
shrinkage=0.04


Tree=715
num_leaves=31
num_cat=8
split_feature=8 8 2 2 9 4 2 2 15 2 6 4 3 2 3 3 3 4 2 2 2 6 2 2 2 16 8 3 2 2
split_gain=1.36318 0.921376 0.857571 0.506414 0.297114 0.324813 0.286454 0.358347 0.27277 0.47856 0.290442 0.519988 0.473383 0.600875 0.331591 0.299046 0.26822 0.364069 0.256568 0.256498 0.383854 0.240906 0.474723 0.271943 0.304164 0.232279 0.183835 0.505276 0.191611 0.428922
threshold=0 1 455.00000000000006 155.00000000000003 2 520.00000000000011 73.500000000000014 24.500000000000004 3 22.500000000000004 4 2114435000.0000002 2013.5000000000002 8.5000000000000018 2000.5000000000002 1975.5000000000002 2024.5000000000002 425.00000000000006 7.5000000000000009 47.500000000000007 65.500000000000014 5 15.500000000000002 39.500000000000007 21.500000000000004 6 7 2008.5000000000002 79.500000000000014 104.50000000000001
decision_type=9 9 8 10 9 8 10 10 9 8 9 8 10 8 8 10 8 8 10 8 10 9 10 10 10 1 9 8 10 10
left_child=2 -2 3 6 16 18 7 25 9 -7 11 -10 13 -13 -12 -15 21 -18 -6 -11 -21 22 -3 24 -23 -1 28 -28 -16 -30
right_child=1 4 -4 -5 5 8 -8 -9 10 19 14 12 -14 15 26 -17 17 -19 -20 20 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2.1797218561762609e-05 -2.0071386791806196e-05 2.3783198312745703e-05 6.1292343467920428e-05 -0.00044918090446273575 0.00011769338269503654 -2.8802181343309618e-05 2.9149710823845146e-05 -1.5215546846711359e-05 0.00031632289204989035 0.0003705348423897851 -0.00026751631711249688 0.00049061137406969911 -6.0118340691293092e-05 -3.5289289508326524e-07 1.590945356462436e-06 0.00019260332423299192 3.9461615713211651e-05 -9.6051461133920022e-06 -3.1560802807175016e-05 -9.8139596665605883e-05 8.4109039828081036e-05 4.6412788554456211e-05 -1.5117322601375129e-05 -0.00025357748627506292 0.00045463794358051828 -5.2036832911303477e-06 5.7363261310628944e-05 -4.5893782296263573e-06 1.2667611336532425e-05 -3.7827057832168986e-06
leaf_weight=128 209 63 30 32 29 52 46 60 30 38 48 34 28 177 445 34 27 406 76 42 28 44 59 37 25 45 32 591 49 29
leaf_count=128 209 63 30 32 29 52 46 60 30 38 48 34 28 177 445 34 27 406 76 42 28 44 59 37 25 45 32 591 49 29
internal_value=0.000264962 -4.84308e-05 0.00260227 0.00203846 0.000175841 0.0004467 0.00258571 0.002 0.000586248 0.00210526 0.000405835 0.00149044 0.000978101 0.00154471 0.000119501 0.000735848 -0.000541668 -0.00113364 -0.00169811 0.00374312 0.00225352 0.000558951 -0.000661655 0.00184615 0.00348571 0.00291954 0.000258064 -0.000208203 0.000801497 0.00263291
internal_weight=2973 2632 341 311 2423 1762 279 233 1657 160 1497 303 273 245 1194 211 661 433 105 108 70 228 122 106 69 173 1146 623 523 78
internal_count=2973 2632 341 311 2423 1762 279 233 1657 160 1497 303 273 245 1194 211 661 433 105 108 70 228 122 106 69 173 1146 623 523 78
cat_boundaries=0 30 59 61 62 63 64 65 91
cat_threshold=0 10 0 134217728 1073741824 1 0 0 1 0 0 131072 2048 0 0 0 0 0 4096 2048 0 0 4194304 0 0 0 4 0 0 8192 1342177280 2048 4 0 0 0 0 0 0 0 0 2048 64 1048576 0 0 0 0 33554432 8192 2147483648 0 0 8 0 0 64 0 128 768 16564 136839168 130 196 2 0 4 0 0 2147483648 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 0 0 32768
is_linear=0
shrinkage=0.04


Tree=716
num_leaves=31
num_cat=9
split_feature=7 8 12 0 8 0 3 12 2 2 0 0 9 2 12 0 2 2 2 0 8 1 0 3 2 2 0 0 0 12
split_gain=1.1536 1.19784 0.719577 0.668003 0.612399 0.557679 0.523684 0.514906 0.692437 0.489821 0.464445 0.450861 0.425186 0.386956 0.383366 0.556415 0.499539 0.437202 0.386964 0.37272 0.360003 0.291071 0.685193 0.456809 0.647041 0.86034 0.263687 0.263579 0.279207 0.260987
threshold=0 1 2 36.900000000000006 3 32.500000000000007 2008.5000000000002 4 13.500000000000002 19.500000000000004 48.175000000000004 28.500000000000004 5 17.500000000000004 6 39.07500000000001 66.500000000000014 22.500000000000004 25.500000000000004 40.250000000000007 7 5.5000000000000009 35.250000000000007 2013.5000000000002 21.500000000000004 15.500000000000002 35.850000000000009 15.500000000000002 14.500000000000002 8
decision_type=9 9 9 10 9 10 10 9 8 10 8 10 9 10 9 10 10 8 10 10 9 8 10 8 8 10 10 10 10 9
left_child=2 3 19 5 11 -2 9 20 29 -5 12 -4 13 -10 15 -14 17 -17 -19 -1 27 23 -23 -16 25 -25 -22 28 -3 -9
right_child=1 7 4 6 -6 -7 -8 8 10 -11 -12 -13 14 -15 21 16 -18 18 -20 -21 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.3551837828115644e-07 1.5918230185969978e-05 -2.8539139471348562e-05 9.3080604231194643e-05 7.643235524874659e-07 -4.6200491225994707e-05 -0.00098667633110789514 4.4873507463557885e-05 -6.0653792099876708e-05 5.834760147564439e-06 1.6354130566185013e-05 5.3641145234344025e-05 -7.8792700192186496e-06 -0.00020741733429737117 -5.2790393880410907e-05 9.5105481905233198e-05 -3.5457512974077864e-05 -2.0119403446792177e-05 0.0006921889573500786 5.5688795778691957e-06 8.5244945286282531e-05 -0.00013841535955258215 0.00035761263177944348 1.9028183804950603e-06 -0.00048956351003186889 -4.0751730958734831e-06 0.0019470120530082338 -1.0661249277712475e-05 -4.1737150250954796e-05 2.0778281413982286e-05 3.3378264830853505e-06
leaf_weight=324 67 25 26 80 476 31 29 170 28 62 31 131 77 93 51 42 51 28 48 33 101 29 43 26 151 34 316 34 47 266
leaf_count=324 67 25 26 80 476 31 29 170 28 62 31 131 77 93 51 42 51 28 48 33 101 29 43 26 151 34 316 34 47 266
internal_value=2.71085e-05 0.000588533 -0.00107892 0.00301428 -0.00188199 0.000484848 0.00462791 0.000185663 0.000651399 0.00358042 0.00140791 0.000309523 0.00119088 -0.000939395 0.00162436 0.00037354 0.00167059 0.00309244 0.00488312 0.000358695 -0.000846443 0.00250435 0.00482192 0.00194677 0.00111321 0.00459016 -0.00137383 0.00116239 0.00263014 -0.00060412
internal_weight=2950 1960 990 269 633 98 171 1691 1168 142 732 157 701 121 580 246 169 118 76 357 523 334 72 262 211 60 417 106 72 436
internal_count=2950 1960 990 269 633 98 171 1691 1168 142 732 157 701 121 580 246 169 118 76 357 523 334 72 262 211 60 417 106 72 436
cat_boundaries=0 18 47 49 70 72 74 75 98 99
cat_threshold=0 144 68157440 788992 524322 134225922 131072 805306368 65536 0 32 256 268435472 0 67108864 32 4112 384 0 12 0 0 0 1 0 2147483648 1 0 0 2052 0 0 0 0 0 0 0 2048 0 0 4194304 0 0 32768 4 0 524288 1067072 32 0 8 0 134217728 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 0 384 1056864 32 0 16432 16642 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 84052992
is_linear=0
shrinkage=0.04


Tree=717
num_leaves=31
num_cat=9
split_feature=8 12 2 8 2 9 0 12 0 8 0 4 5 2 2 0 4 2 2 2 8 4 2 4 0 0 14 12 3 2
split_gain=2.23449 0.831083 0.932637 0.665762 0.620948 0.57542 0.478993 0.493858 0.439716 0.42693 0.537062 0.399257 0.448902 0.571698 0.372245 0.344225 0.335118 0.314239 0.278806 0.285719 0.277122 0.613181 0.660738 0.340333 0.279426 0.54958 0.321947 0.305239 0.513465 0.354969
threshold=0 1 3.5000000000000004 2 199.50000000000003 3 57.250000000000007 4 40.675000000000004 5 38.57500000000001 152.50000000000003 1.5000000000000002 99.000000000000014 18.500000000000004 35.850000000000009 1950.0000000000002 11.500000000000002 50.500000000000007 11.500000000000002 6 6373145000.000001 17.500000000000004 12000.000000000002 42.250000000000007 45.425000000000004 7 8 2015.5000000000002 73.500000000000014
decision_type=9 9 10 9 10 9 8 9 10 9 10 10 8 8 8 10 8 10 8 10 9 10 8 8 10 10 9 9 10 10
left_child=1 9 -3 -2 8 -5 7 11 -4 10 -1 12 -7 -14 -13 -15 -9 -12 19 -11 21 22 -18 -22 26 -26 27 28 -25 -29
right_child=3 2 4 5 -6 6 -8 16 -10 18 17 14 13 15 -16 -17 20 -19 -20 -21 23 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.00033600017058612621 -3.5278805070179931e-05 -0.00039343997809130308 3.241444938925208e-05 -1.8405609971983755e-05 5.9060631187311409e-05 0.00041438603981976645 5.546540882296963e-05 -5.5068249042078228e-05 -4.9930517856740798e-05 -0.00011381680694027808 1.9846313774723266e-06 1.2171147292912028e-05 6.2205331960869578e-06 -7.8735692132311774e-07 -0.00029297007438858392 6.6954669344171367e-05 -4.0843011658772114e-05 3.6314011109640834e-05 -0.0004407408819497795 3.3033888888921325e-05 0.0026612206479205576 -2.6055978513220342e-05 9.4460224534452907e-05 8.3690276558484897e-06 3.6232038765629204e-05 -0.0007440959093552112 -0.00019629595316659427 -4.2068619618773503e-05 -9.7258526864576092e-05 2.3461699850092877e-05
leaf_weight=34 112 37 180 387 30 27 25 99 25 55 31 27 422 43 49 69 38 50 35 50 32 42 90 382 72 36 190 215 44 42
leaf_count=34 112 37 180 387 30 27 25 99 25 55 31 27 422 43 49 69 38 50 35 50 32 42 90 382 72 36 190 215 44 42
internal_value=6.73164e-05 0.00240149 0.00392933 -0.000444989 0.005 -0.000292059 -8.18509e-06 -8.1251e-05 0.00417476 0.000676691 0.00238095 0.000820987 0.00120285 0.000942055 -0.00187013 0.00346903 -0.000532097 0.00434146 -0.000794703 0.000188678 -0.000347974 0.00110497 0.00254263 -0.000597657 -0.000737272 0.00117431 -0.000974829 -0.000536024 0.000128146 -0.00159702
internal_weight=2970 527 272 2443 235 2331 1944 1919 205 255 115 637 561 534 76 112 1282 81 140 105 1183 170 128 1013 981 108 873 683 426 257
internal_count=2970 527 272 2443 235 2331 1944 1919 205 255 115 637 561 534 76 112 1282 81 140 105 1183 170 128 1013 981 108 873 683 426 257
cat_boundaries=0 30 32 58 60 62 91 112 113 114
cat_threshold=0 10 0 134217728 1073741824 1 0 2147483648 0 0 0 131076 2048 1048576 268435456 0 0 0 4096 2050 0 0 4194304 0 0 268435456 0 0 524288 4096 68264960 32 1073741824 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 8192 2147483648 0 0 8 0 32768 1073741825 32820 68207616 32 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4096 0 0 0 4194304 0 0 0 0 0 524288 0 4 0 0 2147483648 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 128 8193 16842850
is_linear=0
shrinkage=0.04


Tree=718
num_leaves=31
num_cat=11
split_feature=8 2 8 7 11 2 2 7 1 17 5 2 2 15 6 3 3 3 11 2 2 2 3 2 18 2 2 15 3 2
split_gain=1.51731 1.30651 0.854231 0.783149 0.538643 0.523806 0.433012 0.358469 0.327621 0.320195 0.498072 0.305004 0.286891 0.557737 0.400262 0.621798 0.424306 0.366507 0.35208 0.346964 0.370557 0.333324 0.271547 0.378537 0.247926 0.238088 0.213037 0.212167 0.428668 0.277414
threshold=0 416.00000000000006 1 2 3 122.50000000000001 4771.5000000000009 4 5.5000000000000009 5 3.5000000000000004 50.500000000000007 37.500000000000007 6 7 2001.5000000000002 2017.5000000000002 2007.5000000000002 8 100.50000000000001 63.500000000000007 42.500000000000007 2010.5000000000002 49.500000000000007 9 12.500000000000002 5.5000000000000009 10 1976.5000000000002 1.5000000000000002
decision_type=9 8 9 9 9 8 8 9 10 9 8 10 10 9 9 10 10 10 9 10 10 10 8 10 9 10 10 9 10 10
left_child=1 4 -2 5 8 -4 7 22 11 10 -9 -1 14 17 27 18 25 21 -16 20 -15 -14 -5 -24 -8 -17 -20 28 -11 -29
right_child=2 -3 3 6 -6 -7 24 9 -10 12 -12 -13 13 19 15 16 -18 -19 26 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=1.7749261382915789e-05 -1.1245938536609174e-05 6.1103020829717645e-05 -3.3961846726593803e-05 1.7911749627171174e-05 -4.6621844138497673e-06 1.0402656168326828e-05 8.5752383153181994e-05 5.3978752372508618e-06 3.9755092820196971e-05 2.8451977168178515e-05 -3.0457590098626345e-05 -1.2365908327892249e-05 2.1873285831943674e-05 3.2840914328749266e-05 -3.8683309679633976e-06 3.4815927391943084e-05 -1.7934362820240019e-06 2.409598938958592e-05 -0.0001907770304827565 6.233898633992686e-05 0.00017908830199017293 -2.7646395220344288e-05 1.3679596879234258e-05 -0.00022233046843467285 9.2160885724478426e-06 0.0060949879018844366 7.6828806104788108e-05 8.2508346602066645e-05 -9.208208814953661e-05 -3.7833800972177596e-05
leaf_weight=120 371 38 218 28 133 71 49 50 38 270 108 46 47 43 223 29 31 28 37 50 36 245 62 28 56 33 87 25 112 247
leaf_count=120 371 38 218 28 133 71 49 50 38 270 108 46 47 43 223 29 31 28 37 50 36 245 62 28 56 33 87 25 112 247
internal_value=9.5945e-05 0.00243523 -0.000252795 4.85602e-05 0.00169231 -0.00185333 0.000343152 0.000199999 0.00290232 4.43916e-05 -0.00160947 0.0022515 0.000223937 0.00107555 -0.000124202 0.000798225 0.00370213 0.000120845 3.44818e-05 0.00317143 0.00505 -0.000300342 0.00223256 0.00131868 0.00283019 0.0055873 0.00165926 -0.000745866 -0.000122138 -0.00158304
internal_weight=2959 375 2584 2213 337 289 1924 1819 204 1701 158 166 1543 449 1094 440 93 320 347 129 79 292 118 90 105 62 124 654 382 272
internal_count=2959 375 2584 2213 337 289 1924 1819 204 1701 158 166 1543 449 1094 440 93 320 347 129 79 292 118 90 105 62 124 654 382 272
cat_boundaries=0 30 59 76 77 87 88 89 90 91 92 93
cat_threshold=0 8 4 134217728 3221225472 0 0 0 1 32768 0 133120 0 0 0 0 0 0 4096 2048 0 0 4194304 0 0 16384 4 0 0 12288 1342177296 2048 0 0 0 1 0 0 0 0 0 33554432 64 1048576 0 4096 0 0 33554432 8192 2147483904 0 0 8 0 0 64 0 128 1 0 68157440 2097152 524290 0 0 268435456 2048 32 0 0 16 0 0 0 4096 16388 131072 128 1073750016 0 0 64 0 0 33554432 16 6 69206016 204 16388 4 67108864
is_linear=0
shrinkage=0.04


Tree=719
num_leaves=31
num_cat=12
split_feature=7 7 5 12 13 2 7 9 3 11 7 0 2 6 2 0 5 6 1 3 2 0 2 3 2 2 2 18 7 2
split_gain=1.24731 1.03817 0.740673 0.692675 0.544415 0.529514 0.433949 0.528924 0.427562 0.422026 0.591468 0.403383 0.399625 0.354087 0.511445 0.359769 0.420783 0.345975 0.3331 0.305479 0.271609 0.270362 0.266867 0.259753 0.227607 0.409776 0.21231 0.212269 0.212046 0.554426
threshold=0 1 1.0000000180025095e-35 2 3 37.500000000000007 4 5 2012.5000000000002 6 7 24.500000000000004 99.000000000000014 8 1.5000000000000002 47.750000000000007 1.5000000000000002 9 5.5000000000000009 1996.5000000000002 17.500000000000004 38.20000000000001 39.500000000000007 2001.5000000000002 80.500000000000014 8.5000000000000018 12.500000000000002 10 11 68.500000000000014
decision_type=9 9 10 9 9 10 9 9 10 9 9 10 10 9 10 10 8 9 8 10 8 10 10 8 10 10 10 9 9 8
left_child=-1 2 26 6 5 18 8 17 19 12 -11 -7 -6 14 -12 16 -16 22 20 24 -5 -19 -8 -18 25 -3 -2 -25 29 -9
right_child=1 3 -4 4 9 11 7 28 -10 10 13 -13 -14 -15 15 -17 23 21 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-3.2612342435075561e-05 2.1270626463211077e-05 -0.00018357034626515612 4.8635020080394368e-06 1.7226941825919795e-05 1.0564966424424142e-05 0.0011541321323907288 -1.5048734294609289e-05 -0.00010336103218445987 -9.2905352099789922e-05 -0.00013942662462334957 0.00011683705002487435 4.8954531599802074e-05 7.5694774407570565e-05 -1.1237972615054958e-05 0.00015094258118099609 5.158876438506741e-05 8.9230551370558275e-06 0.0016619220172269871 0.00018035762136183576 4.935478503863899e-05 -0.0010572435135379704 2.5587606028626412e-05 2.1634148846425009e-05 -3.1109995727800685e-05 -1.7958826667516663e-05 0.00085378290940707176 5.8677631984957691e-07 -9.3047163818631808e-06 -3.4250093444026482e-05 1.0437169753554465e-05
leaf_weight=222 27 38 30 32 97 26 76 124 26 102 64 25 36 238 33 27 26 29 27 48 36 87 34 27 29 65 62 417 789 33
leaf_count=222 27 38 30 32 97 26 76 124 26 102 64 25 36 238 33 27 26 29 27 48 36 87 34 27 29 65 62 417 789 33
internal_value=-0.000316401 -7.35033e-05 0.00341538 -0.000247503 0.000447711 0.00264968 -0.000858172 -0.00115638 0.000811059 0.000122448 -0.000186244 0.00607692 0.00213889 0.000180307 0.000700826 0.000301317 5.55546e-05 0.000573839 0.00104167 0.00154696 -0.000463769 0.00201575 -0.000991736 -0.000254778 0.000541352 0.00142308 0.00182222 -0.000485394 -0.00157158 -0.000166668
internal_weight=2932 2710 119 2591 1213 146 1378 1172 206 1067 934 51 133 832 594 530 503 226 95 180 68 116 110 470 132 103 89 444 946 157
internal_count=2932 2710 119 2591 1213 146 1378 1172 206 1067 934 51 133 832 594 530 503 226 95 180 68 116 110 470 132 103 89 444 946 157
cat_boundaries=0 18 35 36 37 49 51 54 65 66 67 68 82
cat_threshold=0 0 67108864 264192 524320 134217728 0 268435456 0 0 32 256 16 0 0 32 0 128 131072 268435456 33562624 0 0 0 0 0 33554432 134217728 32768 0 0 0 0 0 128 1256706 8 2 128 1611661312 8196 0 0 0 536870912 2048 0 0 128 257 16388 16384 1024 524288 0 128 0 2097156 0 64 0 0 2048 0 8192 396 280 4 0 0 0 0 2 0 0 131072 0 32 0 0 0 268435456
is_linear=0
shrinkage=0.04


Tree=720
num_leaves=31
num_cat=17
split_feature=8 12 8 17 9 12 8 3 15 11 15 4 17 4 3 6 3 6 3 12 15 3 15 4 3 4 1 4 8 3
split_gain=1.76349 1.20219 0.85995 0.485383 0.517754 0.425477 0.48392 0.296348 0.257412 0.246034 0.33886 0.212798 0.199349 0.343096 0.192854 0.189655 0.274244 0.1767 0.173588 0.330739 0.339244 0.362111 0.302173 0.153831 0.126587 0.125648 0.100446 0.0945772 0.0901908 0.0898726
threshold=0 1 2 3 4 5 6 2004.5000000000002 7 8 9 10347970000.000002 10 237200.00000000003 2019.5000000000002 11 2018.5000000000002 12 2002.5000000000002 13 14 2000.5000000000002 15 12000.000000000002 1988.5000000000002 19000.000000000004 5.5000000000000009 38266465000.000008 16 1994.5000000000002
decision_type=9 9 9 9 9 9 9 8 9 9 9 8 9 10 8 9 8 9 10 9 9 8 9 10 10 10 8 8 9 10
left_child=1 14 12 25 7 8 -7 -5 15 18 -11 -12 13 -2 -1 16 -6 27 19 20 21 -8 -21 -10 -3 26 -4 -9 -14 -17
right_child=2 24 3 4 5 6 9 17 23 10 11 -13 28 -15 -16 29 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.6319772908559711e-05 2.1188757177440272e-05 1.0057077492798389e-05 7.1300997753037429e-05 4.995410930893393e-05 1.4586432077815681e-06 2.1915120358570284e-05 -0.00016343739833392436 -4.9861891121897155e-05 -0.00010341036742693637 -5.7319938700016858e-05 4.7104852413353534e-05 -3.4788595877611005e-06 -1.5369425600891133e-05 -7.7870038793932271e-05 2.5581739361327944e-05 -3.4040525193440677e-06 -0.00036250336334066205 -2.7247074609057293e-05 -7.5284257073718483e-06 -3.5117203984180813e-05 -1.9400905906068672e-06 0.00016904983549858671 2.186417042956817e-06 -2.9417579735784281e-05 -0.00028507370516718501 3.6060512748528732e-05 2.4208042458830613e-05 -8.7329394909355027e-07 -7.40333256365319e-05 9.2271043412468141e-06
leaf_weight=38 107 78 47 26 54 106 30 31 169 129 48 156 108 38 94 248 68 144 145 175 122 183 117 25 28 44 42 70 199 73
leaf_count=38 107 78 47 26 54 106 30 31 169 129 48 156 108 38 94 248 68 144 145 175 122 183 117 25 28 44 42 70 199 73
internal_value=-0.000138635 0.00308434 -0.00043315 -0.00010959 -0.000261034 -1.72145e-05 0.000422258 -0.00185816 -0.00084568 0.000161289 -0.000732559 0.000297674 -0.00200432 -0.000641027 0.00553846 -0.00029075 -0.00156391 -0.00235772 0.000551723 0.000847133 0.0016763 0.002625 -0.000158417 -0.00202927 -0.000205129 0.00213889 0.00315555 -0.000750001 -0.00260377 0.000228915
internal_weight=2942 238 2704 2252 2119 1848 1211 271 637 1105 333 204 452 145 132 443 122 245 772 627 335 213 292 194 106 133 89 101 307 321
internal_count=2942 238 2704 2252 2119 1848 1211 271 637 1105 333 204 452 145 132 443 122 245 772 627 335 213 292 194 106 133 89 101 307 321
cat_boundaries=0 30 32 61 62 64 66 96 97 99 100 101 102 103 104 105 106 133
cat_threshold=0 8 0 134217728 1073741824 0 0 2147483648 0 32768 0 0 0 0 0 0 0 0 0 2048 0 0 4194304 0 0 268468224 4 0 0 8192 40994 32 1073741840 2048 0 0 65536 0 262144 0 0 0 0 0 8192 0 0 4096 0 0 33554432 8192 256 0 0 8 0 0 64 0 128 33 1 8196 67215392 2 0 4 0 0 0 1 0 0 0 0 0 131072 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 524288 4096 2214592512 36 2147484672 67108864 50 324 130 17826882 69206016 68157440 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 256 0 0 0 0 0 64
is_linear=0
shrinkage=0.04


Tree=721
num_leaves=31
num_cat=8
split_feature=8 7 2 7 17 9 2 7 4 2 2 2 4 0 2 1 0 2 5 2 2 2 3 2 8 9 2 2 4 2
split_gain=1.33521 0.925188 0.759421 0.596527 0.455487 0.731661 0.436461 0.405999 0.386294 0.437801 0.370101 0.364309 0.312411 0.300358 0.276218 0.275036 0.55377 0.315682 0.283278 0.25924 0.233556 0.249904 0.583579 0.236822 0.202214 0.21234 0.194173 0.182406 0.179364 0.203019
threshold=0 1 492.00000000000006 2 3 4 10.500000000000002 5 6050.0000000000009 10.500000000000002 11.500000000000002 155.00000000000003 1972110000.0000002 44.07500000000001 40.500000000000007 5.5000000000000009 38.57500000000001 15.500000000000002 1.0000000180025095e-35 24.500000000000004 3.5000000000000004 65.500000000000014 1.0000000180025095e-35 56.500000000000007 6 7 70.500000000000014 37.500000000000007 2050.0000000000005 63.500000000000007
decision_type=9 9 8 9 9 9 8 9 8 8 8 10 10 10 8 8 10 10 10 8 8 10 10 10 9 9 8 10 8 10
left_child=2 6 11 -3 13 8 -2 10 -6 -10 -7 15 20 28 -15 17 -17 18 -1 -11 -9 23 -23 24 -22 -26 27 -8 -5 -30
right_child=1 3 -4 4 5 7 26 12 9 19 -12 -13 -14 14 -16 16 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.6100243534249351e-05 2.8533955684337449e-05 -4.7507320782918374e-05 6.3913567411456114e-05 6.4515818619417087e-06 -0.00035091566732903398 -3.5313061995817929e-05 -7.6752710463151856e-07 2.8105067521559964e-05 -1.9430111968870703e-06 0.0009296196396067028 5.3365236376795302e-05 -0.00068952049338301131 -1.3356901938479382e-05 -1.504353761217433e-05 6.0357930140322184e-05 -2.9569321971374862e-05 2.6428212648041176e-05 -8.436356250623553e-07 -0.00012216796608242964 5.076323942965924e-05 -0.00010720769025712169 2.0151192260414312e-05 -0.00031760591427843231 -0.0010101247120793701 -0.00020455965698587043 -4.6722691783344958e-06 -1.6751923680139157e-05 5.7520829479266941e-05 -0.0002379520243765657 -4.7870845845861318e-06
leaf_weight=84 27 278 33 25 36 26 26 141 29 35 104 40 42 34 25 28 33 112 25 28 109 184 51 38 102 987 27 30 143 87
leaf_count=84 27 278 33 25 36 26 26 141 29 35 104 40 42 34 25 28 33 112 25 28 109 184 51 38 102 987 27 30 143 87
internal_value=-0.000133334 -0.000448001 0.00213115 -0.000610737 -0.000386233 -0.000149767 0.00297521 -0.000365461 0.00264748 0.00421505 0.00170213 0.00158514 -0.000538139 -0.00177231 0.000733332 0.00209187 0.00445161 0.00142342 0.00294545 0.0060625 -0.000451334 -0.000600544 0.000593219 -0.00082781 -0.000727274 -0.000541819 0.0017619 0.00308772 -0.00242188 -0.00277056
internal_weight=2969 2614 355 2504 2226 1912 110 1784 128 92 130 322 1654 314 59 282 61 221 109 63 1612 1471 235 1236 1198 1089 83 56 255 230
internal_count=2969 2614 355 2504 2226 1912 110 1784 128 92 130 322 1654 314 59 282 61 221 109 63 1612 1471 235 1236 1198 1089 83 56 255 230
cat_boundaries=0 30 41 53 54 56 70 97 99
cat_threshold=0 10 4 134217728 0 1 0 0 0 0 0 2048 0 1048576 268435456 0 0 0 4096 2048 0 0 4194304 0 0 0 4 0 524288 4096 131072 0 33562624 8192 0 64 0 8192 33554432 0 8192 1 0 0 2099204 524288 134217730 0 268435456 2048 0 32800 2097152 22 131072 4096 268435456 128 0 0 32 0 0 0 0 32 0 128 0 268435456 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 8192 128 0 0 0 0 0 64 0 4
is_linear=0
shrinkage=0.04


Tree=722
num_leaves=31
num_cat=8
split_feature=8 11 9 4 7 4 12 12 8 2 4 2 4 0 2 0 2 2 12 1 2 2 1 2 0 2 2 0 2 2
split_gain=1.06162 0.646906 0.583925 0.571896 0.69536 0.722288 0.633466 0.575174 0.770462 0.612407 0.538882 0.537083 0.444261 0.361484 0.330747 0.285752 0.415337 0.334158 0.309852 0.59217 0.507626 0.523008 0.465117 0.425557 0.383481 0.446751 0.347898 0.531587 0.356937 0.261544
threshold=0 1 2 6050.0000000000009 3 2114435000.0000002 4 5 6 7.5000000000000009 260.00000000000006 57.500000000000007 237200.00000000003 31.500000000000004 141.50000000000003 44.07500000000001 60.500000000000007 11.500000000000002 7 3.5000000000000004 33.500000000000007 147.50000000000003 5.5000000000000009 16.500000000000004 39.07500000000001 66.500000000000014 64.500000000000014 18.500000000000004 17.500000000000004 23.500000000000004
decision_type=9 9 9 8 9 10 9 9 9 10 10 10 8 10 10 10 8 10 9 10 10 10 10 10 10 10 8 10 10 10
left_child=10 -2 -3 -4 6 7 -5 -6 9 -9 -1 -11 -10 -8 29 18 17 -17 19 23 -20 22 24 -14 25 -22 27 28 -21 -15
right_child=1 2 3 4 5 -7 13 8 12 11 -12 -13 15 14 -16 16 -18 -19 20 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.9320299284193814e-05 -5.153935137866186e-05 -7.1484306854503716e-05 -3.3138722733924777e-05 -7.6491197950765727e-06 -1.753570785767321e-05 -4.8691837365311129e-05 0.00030525261077173809 0.00046680214301197124 0.0043424150224823368 6.9896222794481609e-06 -1.5564635945195149e-06 3.7364589454037017e-05 1.7443508568370934e-05 7.8135959637884334e-06 0.00053232264051582148 2.9416734832645299e-05 7.7462786594501338e-05 -0.0011202531027431351 -3.4302445614307218e-05 0.0003092277817116587 -0.00011840725516389345 -0.00010307367799327347 0.00031689382273781402 0.00019069997497990411 3.6044834027362814e-05 1.0279588829907465e-05 -3.456624017034554e-05 -7.7308602778493646e-06 1.3389032956467872e-06 -4.9741885122968906e-06
leaf_weight=181 199 111 192 105 412 86 31 62 25 121 35 31 45 113 25 25 32 40 335 45 62 31 26 31 46 34 89 254 57 46
leaf_count=181 199 111 192 105 412 86 31 62 25 121 35 31 45 113 25 25 32 40 335 45 62 31 26 31 46 34 89 254 57 46
internal_value=8.60646e-05 -0.000133726 4.43906e-05 0.000180762 0.0003638 6.52622e-05 0.00205438 0.00023725 0.000624821 0.00277333 0.00271366 0.00151634 0.00021212 0.00327434 0.00272432 9.71369e-05 0.00216326 0.000303029 -9.46979e-05 0.000593984 -0.000763304 0.000819999 0.00170414 0.00384415 0.000783216 -0.000659795 4.48421e-05 0.000605041 0.00302913 0.002025
internal_weight=2927 2711 2512 2401 2209 1889 320 1803 1391 214 216 152 1177 215 184 1152 97 65 1055 521 534 199 168 76 142 96 445 356 102 159
internal_count=2927 2711 2512 2401 2209 1889 320 1803 1391 214 216 152 1177 215 184 1152 97 65 1055 521 534 199 168 76 142 96 445 356 102 159
cat_boundaries=0 30 33 35 52 53 55 76 77
cat_threshold=0 8 0 0 1073741824 0 0 0 0 32768 0 2052 0 1024 0 0 0 0 0 0 0 0 0 0 0 268435456 68 0 0 8192 2214592514 590848 4097 1073742464 16 268566528 128 8192 2097152 32 64 0 0 2048 8240 0 256 0 0 0 0 1073745936 16851040 67239968 34 268435472 2048 4 0 2147483648 0 0 0 0 0 0 131072 2048 512 0 0 0 0 4096 0 256 17845250
is_linear=0
shrinkage=0.04


Tree=723
num_leaves=31
num_cat=10
split_feature=8 12 3 8 8 1 2 2 2 5 8 4 10 12 2 2 3 2 4 2 2 12 6 3 8 2 2 2 2 1
split_gain=1.163 0.717372 0.698926 0.610784 0.540382 0.528 0.539443 0.459987 0.303631 0.300653 0.316401 0.617283 0.373218 0.444396 0.449938 0.393654 0.561725 0.287826 0.278516 0.306306 0.690571 0.273543 0.353353 0.37986 0.359529 1.10942 0.243548 0.242866 0.272346 0.203477
threshold=0 1 2013.5000000000002 2 3 5.5000000000000009 17.500000000000004 25.500000000000004 4.5000000000000009 3.5000000000000004 4 7250450000.000001 5 6 15.500000000000002 37.500000000000007 2001.5000000000002 16.500000000000004 45.000000000000007 101.50000000000001 169.50000000000003 7 8 2002.5000000000002 9 27.500000000000004 11.500000000000002 50.500000000000007 89.500000000000014 5.5000000000000009
decision_type=9 9 8 9 9 8 10 8 10 8 9 10 9 9 10 10 10 8 10 10 10 9 9 10 9 10 8 10 10 8
left_child=2 4 -1 8 7 -4 -7 -2 -3 -5 11 17 13 18 29 -16 27 -11 19 21 -21 -12 23 -23 -24 26 -26 -17 -29 -15
right_child=1 3 5 9 -6 6 -8 -9 -10 10 12 -13 -14 14 15 16 -18 -19 -20 20 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=3.1090022692808789e-05 -0.00042759128983098886 7.8593127702508575e-07 -3.2788902606392904e-07 -2.2479177064528397e-05 -2.2771246206403368e-05 2.2248891631080622e-05 3.7400923652872468e-06 1.0871678333401353e-05 -0.00011311980527742727 5.3444372435472109e-05 -1.379203156292487e-05 -6.611193172275714e-06 -1.2516661069170709e-05 3.190220514726229e-05 -5.6551707132575911e-05 0.00052472008278191457 5.5102531977694482e-05 0.00021985413973637046 -0.0013096053524006509 0.00018826017100933824 -1.2566682016536663e-05 -0.0002830409630347808 -2.2707126134566457e-05 8.3121784303465116e-06 6.626548688728885e-06 0.0013003525103903804 -0.00078223238440140394 -0.0022651918901742808 1.0093125401883469e-05 0.00076218374344859917
leaf_weight=46 39 71 110 177 858 28 26 69 173 56 137 39 133 155 104 25 29 66 44 27 37 78 128 32 44 42 40 26 46 41
leaf_count=46 39 71 110 177 858 28 26 69 173 56 137 39 133 155 104 25 29 66 44 27 37 78 128 32 44 42 40 26 46 41
internal_value=-7.65298e-05 -0.000302164 0.00271493 0.000181714 -0.00117093 0.0016 0.0048 0.00141176 -0.00163137 0.000485167 0.000694736 0.00230232 0.000447836 0.000707456 0.00168421 0.00051948 0.00201575 0.0038374 6.45068e-06 0.000247349 0.00283077 -8.76504e-05 0.000490666 -0.00132231 0.00129811 0.00274452 0.000282352 0.000530611 -0.000657535 0.0031269
internal_weight=2926 2716 210 1750 966 164 54 108 244 1506 1329 161 1168 1035 426 230 126 122 609 565 64 501 364 110 254 126 84 97 72 196
internal_count=2926 2716 210 1750 966 164 54 108 244 1506 1329 161 1168 1035 426 230 126 122 609 565 64 501 364 110 254 126 84 97 72 196
cat_boundaries=0 30 31 58 79 105 106 108 110 111 134
cat_threshold=0 10 0 134217728 8192 0 0 0 0 32768 0 0 0 0 268435456 0 0 0 4096 2048 0 0 0 0 0 268468224 0 0 0 8192 16952352 1073741824 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 33554432 0 256 0 0 8 0 0 4 0 0 0 0 0 0 0 2147483648 0 0 0 2048 0 0 0 4096 0 0 0 0 384 0 4 4 0 0 0 0 0 0 0 0 131072 2048 512 0 0 0 0 0 0 0 0 0 0 0 16384 256 1114432 32 0 32 212 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=724
num_leaves=31
num_cat=14
split_feature=7 8 7 12 2 7 0 12 2 12 9 4 2 6 17 18 4 2 2 2 2 13 0 9 2 6 0 0 2 0
split_gain=1.77581 0.679776 0.681675 0.616612 1.50812 0.502458 0.67095 0.466039 0.445297 0.406716 0.395735 0.485609 0.486426 0.504249 0.334639 0.302728 0.30128 0.292831 0.463071 0.430726 0.322394 0.28793 0.265854 0.290349 0.37104 0.262634 0.257449 0.251619 0.248173 0.237716
threshold=0 1 2 3 29.500000000000004 4 30.500000000000004 5 50.500000000000007 6 7 1373290000.0000002 79.500000000000014 8 9 10 9300.0000000000018 147.50000000000003 86.500000000000014 23.500000000000004 8.5000000000000018 11 35.600000000000009 12 12.500000000000002 13 39.07500000000001 44.07500000000001 14.500000000000002 36.900000000000006
decision_type=9 9 9 9 8 9 10 9 8 9 9 10 10 9 9 9 10 10 8 10 10 9 10 9 10 9 10 10 8 10
left_child=3 17 -3 4 -1 7 -7 8 -5 10 -4 12 13 -12 -11 -8 22 18 19 20 -2 -15 -16 24 -24 28 -6 -23 -25 -19
right_child=1 2 9 5 26 6 15 -9 -10 14 11 -13 -14 21 16 -17 -18 29 -20 -21 -22 27 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-9.3284327599019065e-06 6.3065462488258933e-06 -2.1166860716686699e-05 -6.9991937567585839e-05 2.1492815448409397e-06 0.0001782392240384661 -0.0014854661593614921 3.2302088372037057e-06 -2.5738062577930014e-05 2.5486037516642509e-05 3.1403625429210195e-06 -1.7263849884661525e-05 -0.00014359898445347817 2.6587172266322909e-05 2.4070299160314453e-05 -4.8862963588013804e-05 2.9395772266702961e-05 -6.4672305981997898e-05 6.6915736318773988e-07 -0.00075388035337507428 1.0315236546028262e-05 -5.58484956593186e-05 -1.2805357972832863e-05 0.00012457546065255663 4.0585418372326426e-05 -4.8311511137353023e-05 -0.0001172954469503022 7.8114213428162463e-05 6.4770818503529648e-05 -0.00011206719303887728 3.372117952767058e-05
leaf_weight=67 42 214 245 87 27 41 30 271 36 151 157 35 76 104 253 142 78 30 31 46 59 125 117 58 156 122 31 25 64 26
leaf_count=67 42 214 245 87 27 41 30 271 36 151 157 35 76 104 253 142 78 30 31 46 59 125 117 58 156 122 31 25 64 26
internal_value=-0.000198169 -0.000762248 -0.00100452 0.00149663 0.00397059 0.000925565 0.00244643 5.92583e-05 0.002 -0.000733822 -3.59907e-05 0.000585365 0.000926229 0.00037864 -0.00126337 0.00365318 -0.00157392 0.00124082 0.000491619 0.00143243 -3.92166e-05 0.00144906 -0.0013489 -0.000826256 9.85906e-05 -0.00178824 0.00894915 0.000248446 -0.000360903 0.00378947
internal_weight=2946 2214 1980 732 125 607 213 394 123 1766 767 522 487 411 999 172 848 234 178 147 101 254 770 517 273 244 58 150 122 56
internal_count=2946 2214 1980 732 125 607 213 394 123 1766 767 522 487 411 999 172 848 234 178 147 101 254 770 517 273 244 58 150 122 56
cat_boundaries=0 18 45 61 62 80 81 83 85 86 87 88 89 91 92
cat_threshold=131072 268435585 536870912 2105348 0 0 33685504 8192 0 134225968 32768 0 16 0 0 0 1073746048 128 0 4 0 0 0 1 0 2147483648 0 0 0 0 2048 1048576 0 0 0 0 0 2048 0 0 4194304 0 0 268484608 4 2 0 1140850688 526336 2 134217728 0 0 33554432 0 0 256 0 0 0 32 1050688 0 0 0 2097156 0 0 131072 0 0 8224 0 0 0 0 0 0 4096 128 67167232 1156096 34 1 20500 8 49 4 12 0 18432 448
is_linear=0
shrinkage=0.04


Tree=725
num_leaves=31
num_cat=10
split_feature=8 7 0 12 0 2 8 9 4 12 3 3 2 2 12 3 2 4 8 2 2 2 13 2 3 0 2 4 2 12
split_gain=1.79159 1.10846 0.765192 0.790118 0.720692 0.710244 0.551667 0.381515 0.492137 0.526729 0.607794 0.531944 0.410935 0.538204 0.644939 0.365026 0.361346 0.342048 0.273426 0.406713 0.261727 0.23585 0.351716 0.266156 0.222304 0.20761 0.203861 0.187317 0.186822 0.264516
threshold=0 1 39.07500000000001 2 18.500000000000004 16.500000000000004 3 4 38500.000000000007 5 2019.5000000000002 2012.5000000000002 247.00000000000003 99.000000000000014 6 2006.5000000000002 80.500000000000014 52809240000.000008 7 29.500000000000004 47.500000000000007 12.500000000000002 8 2.5000000000000004 2018.5000000000002 40.675000000000004 7.5000000000000009 37073800000.000008 84.500000000000014 9
decision_type=9 9 10 9 10 10 9 9 8 9 8 8 10 10 9 10 10 8 9 10 10 8 9 10 8 10 8 8 10 9
left_child=2 27 4 25 -1 -5 26 8 -8 11 -11 15 13 14 24 -10 -7 -13 19 -12 -16 23 -23 -19 -9 -4 -3 -2 29 -20
right_child=1 6 3 5 -6 16 7 12 9 10 18 17 -14 -15 20 -17 -18 21 28 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.9263872439521776e-05 -1.6411277391057412e-05 -3.9928608290082616e-06 1.4922291172878665e-05 1.3905315897530287e-05 -4.5799859374175418e-06 8.6307357008068235e-05 -0.00013841644962280295 0.00039475488202355454 4.6648990202184636e-05 -0.00010968522079498924 -7.2166847197765974e-05 6.5498460006929402e-06 -4.4560996647504678e-05 3.9058288398276598e-05 1.8272028161055533e-06 0.00011746776600832745 8.82691103048585e-05 2.6478247080310428e-05 -4.4434067738453717e-05 3.4452112590628723e-05 -0.00012481539046894509 -7.0264622000844031e-06 2.7835351568144592e-05 -0.00022071874772376917 1.0389086232300356e-05 -1.3908206701902972e-05 -6.9065860207544468e-05 -1.7917055962759886e-05 3.1430550098976527e-06 -1.4182450280192718e-06
leaf_weight=26 94 31 98 79 172 25 120 25 54 83 69 27 25 25 313 27 34 52 224 48 40 149 212 123 101 33 79 285 60 185
leaf_count=26 94 31 98 79 172 25 120 25 54 83 69 27 25 25 313 27 34 52 224 48 40 149 212 123 101 33 79 285 60 185
internal_value=4.38497e-05 -0.000391553 0.00228452 0.00371852 0.00044221 0.00569127 -2.30446e-05 0.00013786 -0.000202217 2.1308e-05 -0.000758824 0.000830533 0.00104444 0.00131485 0.00100833 0.00385366 0.0094 0.000404254 -0.000313459 0.00134375 7.69222e-05 0.00017877 0.00076243 -0.00102273 0.00332847 0.00109859 -0.00264463 -0.00234872 -0.000741668 -0.00106342
internal_weight=2918 2451 467 269 198 138 2072 1962 1433 1313 669 644 529 504 479 81 59 563 586 117 353 536 361 175 126 131 110 379 469 409
internal_count=2918 2451 467 269 198 138 2072 1962 1433 1313 669 644 529 504 479 81 59 563 586 117 353 536 361 175 126 131 110 379 469 409
cat_boundaries=0 30 47 48 72 74 75 77 98 99 100
cat_threshold=0 14 4 134217728 1073741824 0 0 2147483648 1 32768 0 4 64 0 0 0 0 0 4096 0 0 0 4194304 0 0 16384 4 0 0 12288 16384 0 67108864 2099200 34 0 0 536879104 2048 0 32 256 0 0 0 0 1073745936 196642 1073741840 2048 0 0 65536 1 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 1073742081 6148 85017634 67249216 32 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 384 2 35136
is_linear=0
shrinkage=0.04


Tree=726
num_leaves=31
num_cat=13
split_feature=7 9 7 12 12 6 3 6 13 11 13 12 4 5 0 0 3 6 3 0 4 0 3 18 0 0 0 3 4 4
split_gain=2.37472 0.927729 0.93362 0.635005 0.376758 0.437632 0.396173 0.344133 0.443755 0.338151 0.337388 0.356726 0.336846 0.292856 0.410511 0.263006 0.383293 0.248334 0.221242 0.274994 0.196423 0.170757 0.169803 0.223827 0.262032 0.166619 0.163375 0.161054 0.154502 0.151323
threshold=0 1 2 3 4 5 2003.5000000000002 6 7 8 9 10 52809240000.000008 3.5000000000000004 18.500000000000004 36.400000000000006 2021.5000000000002 11 2002.5000000000002 31.500000000000004 14469800500.000002 24.500000000000004 2020.5000000000002 12 35.850000000000009 25.500000000000004 39.07500000000001 2003.5000000000002 10347970000.000002 48265265000.000008
decision_type=9 9 9 9 9 9 8 9 9 9 9 9 8 8 10 8 8 9 10 10 8 10 8 9 10 10 10 10 8 8
left_child=18 2 -2 15 5 9 -7 8 -6 -4 21 -12 -5 -13 -15 25 -17 26 19 -1 -21 -8 -10 -24 -25 -3 -14 -19 -18 -9
right_child=1 3 4 12 7 6 10 29 22 -11 11 13 17 14 -16 16 28 27 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0001524638875096931 -6.4482146787287265e-05 0.0002358268422501097 -0.00046369653123070676 1.6854700683218222e-05 -4.5870655762199661e-05 0.00036423549769782254 -2.7459840583487578e-06 -0.00078464819524149548 -4.4076348614180947e-06 -8.3428948014265481e-07 -1.1510119912579605e-05 0.00031834540218154657 -0.00019060216312857565 0.00032285005613567522 -9.0301289337330653e-05 4.1474302379893595e-05 -0.00022782193252445377 -0.00014424166682806955 4.9004030112329482e-06 -6.451484060810393e-06 2.6728751504455405e-05 1.9538486444038054e-05 -2.3452007813403799e-05 -0.0001124945181002699 3.2163630550180446e-05 1.023105321655753e-05 2.7741858748579121e-06 -4.9675067431797174e-06 3.6308799979517809e-06 -5.3392481206956477e-05
leaf_weight=38 341 36 110 74 151 25 75 54 59 117 220 27 36 89 96 63 36 116 32 39 96 119 36 33 157 25 72 40 147 414
leaf_count=38 341 36 110 74 151 25 75 54 59 117 220 27 36 89 96 63 36 116 32 39 96 119 36 33 157 25 72 40 147 414
internal_value=-0.000246134 -0.000558475 -0.000961575 0.000762194 -0.000584496 8.99793e-06 0.000537763 -0.0011541 -0.000322149 -0.00146219 0.000344497 -0.00028894 -0.000435531 0.000860986 0.00032258 0.00205031 0.00152227 -0.00111698 0.0037963 0.00337931 0.0025 0.00167805 0.000608107 0.00112775 0.00167539 0.00445161 0.00040336 -0.00205988 0.000586956 -0.00190397
internal_weight=2973 2768 2123 645 1782 878 651 904 436 227 626 432 338 212 185 307 246 264 205 173 135 194 285 226 190 61 108 156 183 468
internal_count=2973 2768 2123 645 1782 878 651 904 436 227 626 432 338 212 185 307 246 264 205 173 135 194 285 226 190 61 108 156 183 468
cat_boundaries=0 18 20 37 39 40 41 42 43 44 45 46 47 48
cat_threshold=268566528 128 33554432 0 0 0 0 0 0 134225920 32768 0 0 268435456 67108864 32 0 128 641 14340 0 16 67108864 2623488 32 64 0 0 65536 32 8192 256 8388608 0 0 0 16 68257088 32 67233888 148 404 12 4 4 10336 76 4
is_linear=0
shrinkage=0.04


Tree=727
num_leaves=31
num_cat=10
split_feature=8 12 2 4 11 12 1 12 2 15 2 2 3 6 5 16 3 3 2 2 2 12 2 2 2 4 12 2 2 1
split_gain=1.33563 1.14039 0.639758 0.462981 0.362893 0.721796 0.65722 0.365922 0.782035 0.659824 0.495063 0.515415 0.489373 0.410943 0.408802 0.339989 0.336194 0.402961 0.313287 0.292019 0.468696 0.282756 0.376311 0.328736 0.670675 0.336177 0.269358 0.416569 0.319686 0.249305
threshold=0 1 43.500000000000007 152.50000000000003 2 3 4.5000000000000009 4 1.0000000180025095e-35 5 3.5000000000000004 74.500000000000014 1984.5000000000002 6 5.5000000000000009 7 2018.5000000000002 2001.5000000000002 23.500000000000004 7.5000000000000009 13.500000000000002 8 49.500000000000007 50.500000000000007 23.500000000000004 45.000000000000007 9 39.500000000000007 19.500000000000004 5.5000000000000009
decision_type=9 9 8 10 9 9 10 9 10 9 10 10 10 9 8 1 8 10 10 10 10 9 10 10 10 10 9 10 10 10
left_child=1 2 -1 4 7 6 -6 9 -9 10 15 13 -13 18 -10 -2 17 -7 -12 -11 -21 22 -3 24 25 -23 27 28 -15 -8
right_child=3 21 -4 -5 5 16 29 8 14 19 11 12 -14 26 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.9027840882692953e-05 7.747003529843002e-05 -1.8553548310861728e-05 7.5319661401691243e-05 -1.8514837000464227e-05 7.0184713141594986e-06 -5.0592893125810917e-05 1.8300746688964978e-06 7.4363982295328675e-05 1.0788998179236458e-05 -3.3120791636333608e-05 4.6676538233201611e-05 2.8172099678992898e-05 -3.63700529444548e-06 6.3058113348089749e-05 -3.4836015464425649e-05 0.00021032638307859911 -6.2649376277045739e-05 1.3887981331809968e-05 -3.9001589820052772e-05 0.00010854204603602553 -1.5163161999819338e-05 4.8959824536980376e-05 1.5776546011011032e-05 -2.8061516270844188e-05 2.005101714094808e-05 -0.00029435029168656067 -1.4778337587415536e-05 -2.6338039147297347e-05 2.1517086315894218e-05 -5.1118688048078e-05
leaf_weight=66 29 95 35 362 62 30 181 39 79 90 76 48 29 55 637 27 292 30 40 40 133 104 34 43 29 27 209 29 31 27
leaf_count=66 29 95 35 362 62 30 181 39 79 90 76 48 29 55 637 27 292 30 40 40 133 104 34 43 29 27 209 29 31 27
internal_value=0.000109005 0.00213513 0.00567857 -0.000239753 -2.34879e-05 -0.000834124 0.000711743 0.000297128 -0.000339427 0.000868948 0.00162329 0.00125869 0.00425641 0.000725623 -0.000647142 0.00519298 -0.00200551 0.000655737 0.00264567 -0.000773724 0.000160919 0.00090962 -0.000542858 0.00181308 0.00273292 0.00148485 -4.77621e-05 0.00142857 0.00294253 -0.000344499
internal_weight=3008 433 101 2575 2213 622 270 1591 755 836 573 517 77 440 716 56 352 60 116 263 173 332 129 203 160 131 324 115 86 208
internal_count=3008 433 101 2575 2213 622 270 1591 755 836 573 517 77 440 716 56 352 60 116 263 173 332 129 203 160 131 324 115 86 208
cat_boundaries=0 30 31 34 36 38 39 40 41 42 43
cat_threshold=1342177280 2060 4 134217728 8192 0 0 0 0 32768 0 2052 10240 0 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12288 68166720 2147516452 1049088 524288 68354368 32 16836642 2 69206016 400 2 16779266 16795680
is_linear=0
shrinkage=0.04


Tree=728
num_leaves=31
num_cat=13
split_feature=8 12 0 8 4 12 8 0 0 0 17 0 9 12 1 1 9 12 18 6 0 1 4 0 5 1 13 0 1 0
split_gain=0.990189 0.648007 0.541823 0.53328 0.529343 0.506143 0.666077 0.621893 0.687024 0.37153 0.344669 0.360254 0.305025 0.643782 0.29737 0.217935 0.347984 0.213103 0.198045 0.176393 0.149681 0.114542 0.107363 0.10286 0.0909083 0.0809879 0.295869 0.215177 0.307997 0.118398
threshold=0 1 47.750000000000007 2 4600.0000000000009 3 4 18.500000000000004 39.07500000000001 30.500000000000004 5 30.500000000000004 6 7 4.5000000000000009 5.5000000000000009 8 9 10 11 43.175000000000004 5.5000000000000009 16098220000.000002 36.900000000000006 1.5000000000000002 5.5000000000000009 12 39.07500000000001 4.5000000000000009 30.500000000000004
decision_type=9 9 10 9 10 9 9 10 10 10 9 10 9 9 10 10 9 9 9 9 10 8 8 10 10 10 9 10 10 10
left_child=4 3 12 24 5 6 -1 -7 9 -9 18 -12 -3 21 -15 16 17 -13 -5 20 22 -14 -18 -8 25 26 27 28 -2 -28
right_child=1 2 -4 10 -6 7 23 8 -10 -11 11 15 13 14 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-3.0472323015766149e-05 0.00028127378109471984 -2.522000491081363e-05 5.9983864674153856e-05 -1.0991155553791853e-05 -6.5303024504359541e-05 0.00047712956285455161 1.7117156815706184e-07 2.2557884341389293e-05 1.7491797485883875e-05 -0.00085309494401670908 -0.001066679705735497 -6.4539384978401037e-06 1.065459121303838e-05 -0.00021222304400564916 -1.316337704846191e-06 -4.0805997572939022e-05 -2.764305236700486e-06 2.5370698417974393e-05 -0.00052471311247532214 -4.2712151328956338e-05 -5.1342932194316785e-05 1.3186918158405756e-06 4.6170294093033536e-05 1.0218139681762306e-05 -0.00013080324622245741 0.00015787316303683018 9.0298060686424871e-07 7.6601816760471926e-05 -0.0003724038723307996 -0.00011293421032521836
leaf_weight=106 45 859 61 41 52 28 42 30 176 46 67 108 64 60 127 72 25 171 84 143 34 42 70 83 25 56 101 43 39 38
leaf_count=106 45 859 61 41 52 28 42 30 176 46 67 108 64 60 127 72 25 171 84 143 34 42 70 83 25 56 101 43 39 38
internal_value=-0.00011977 -0.000477788 -0.00112092 0.000197783 0.00137282 0.00178906 0.000314049 0.0028866 0.00233992 -0.00083117 -0.000363197 -9.38709e-10 -0.00132524 -0.000171054 -0.00155556 0.000301281 0.000572463 0.00153103 -0.00220588 -0.000452298 0.000599999 0.00218803 0.00145833 0.00220588 0.00148603 0.00170898 0.00140824 0.00269565 0.00169412 2.66658e-05
internal_weight=2938 2375 1213 1162 563 511 231 280 252 76 815 690 1152 293 187 623 551 279 125 272 129 106 95 125 347 322 266 127 84 139
internal_count=2938 2375 1213 1162 563 511 231 280 252 76 815 690 1152 293 187 623 551 279 125 272 129 106 95 125 347 322 266 127 84 139
cat_boundaries=0 30 32 55 56 77 78 80 82 84 85 86 87 88
cat_threshold=0 2060 0 134217728 0 0 0 2147483648 0 32768 0 2052 10304 0 0 0 0 0 4096 0 256 0 0 0 0 0 64 0 524288 4096 85017602 2 0 0 0 0 0 1 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 128 0 16777216 17894658 0 4 0 0 0 0 0 0 0 0 0 2052 8192 0 0 0 0 0 0 0 256 18 0 6292 8448 32 0 6272 83968000 4 208 12
is_linear=0
shrinkage=0.04


Tree=729
num_leaves=31
num_cat=10
split_feature=7 8 7 12 12 0 17 9 2 2 2 2 2 8 0 0 9 13 2 2 0 0 1 2 2 1 0 0 2 2
split_gain=2.08494 0.993518 1.14646 0.884542 0.727422 0.71373 0.594769 0.698541 0.74696 0.569759 0.616335 0.546449 0.468185 0.48463 0.711228 0.418554 0.410907 0.593116 0.440843 0.400235 0.344076 0.34074 0.334145 0.323226 0.389906 0.25458 0.247976 0.234396 0.269562 0.233489
threshold=0 1 2 3 4 29.500000000000004 5 6 37.500000000000007 45.500000000000007 37.500000000000007 14.500000000000002 17.500000000000004 7 38.57500000000001 42.250000000000007 8 9 9.5000000000000018 63.500000000000007 39.07500000000001 44.07500000000001 3.5000000000000004 95.500000000000014 151.50000000000003 5.5000000000000009 10.500000000000002 16.750000000000004 231.50000000000003 147.50000000000003
decision_type=9 9 9 9 9 10 9 9 8 8 10 10 8 9 10 10 9 9 8 10 10 10 10 8 8 8 10 10 8 8
left_child=5 3 -3 -2 6 -1 -4 9 11 10 25 -9 20 22 -15 29 -6 18 -18 -20 -5 -16 -14 -19 -25 26 -8 -11 -29 -7
right_child=1 2 4 12 16 15 7 8 -10 27 -12 -13 13 14 21 -17 17 23 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00079121198337186896 -4.2051522346156432e-06 -1.7487550138760204e-05 -5.2137874354742369e-05 -0.00023247049631154723 -0.00022642927370673056 2.1425666360449908e-05 -0.0024193314856201307 0.00037955318574466534 6.5831234737106191e-05 -0.0015561902929927347 0.00067090069906498894 -0.00095662734522158454 2.904609394028807e-05 1.7295008537953445e-05 3.937252658893797e-05 -3.1689499134592112e-06 7.3857415161428586e-05 -2.1727937726937282e-05 -1.069127057563589e-05 3.1048494058955563e-05 2.6877576404028505e-05 1.2731898738169566e-05 -3.2350367304456727e-05 0.00022065135134849127 -6.2208555665881839e-06 -9.2066676984626041e-05 5.118953639675705e-05 8.1682579331843059e-06 -0.0024837285705908373 1.1183711094763225e-05
leaf_weight=38 207 318 113 44 156 121 26 92 56 46 34 57 52 55 63 32 38 426 120 53 113 26 61 26 90 53 261 76 27 34
leaf_count=38 207 318 113 44 156 121 26 92 56 46 34 57 52 55 63 32 38 426 120 53 113 26 61 26 90 53 261 76 27 34
internal_value=0.00037873 6.07398e-05 -0.000361713 0.00144937 4.54278e-05 0.00398305 0.000887323 0.00130988 0.00324074 0.000501872 0.001344 0.00189333 0.00250353 0.0036124 0.00505806 0.00517021 -0.000734784 -0.000329844 0.00142342 0.000620689 0.000835442 0.0076 0.00119355 -0.00102713 0.000820512 0.000821113 0.00129167 -0.00157333 -0.000500001 0.00602564
internal_weight=2914 2689 2068 621 1750 225 841 728 205 523 374 149 414 257 144 187 909 753 211 173 157 89 113 542 116 340 287 149 103 155
internal_count=2914 2689 2068 621 1750 225 841 728 205 523 374 149 414 257 144 187 909 753 211 173 157 89 113 542 116 340 287 149 103 155
cat_boundaries=0 17 44 61 62 63 64 66 92 94 95
cat_threshold=131072 268435584 33554432 128 0 134217728 0 8192 0 134225920 0 64 16 0 67108864 32 128 268435456 2060 0 134217728 2147483648 1 0 0 0 32768 0 131076 10304 1048576 0 4096 0 0 4096 2048 0 0 4194304 0 0 16384 64 3 0 0 2623492 2 0 0 268435456 2048 0 0 0 0 0 0 0 1073745936 134146 67193890 22 0 6304 0 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 4096 0 0 0 0 0 0 16384 0 4116 4
is_linear=0
shrinkage=0.04


Tree=730
num_leaves=31
num_cat=13
split_feature=7 0 8 12 2 7 2 2 2 0 11 12 12 2 2 0 17 0 12 2 2 12 2 1 6 13 2 2 0 17
split_gain=2.14208 1.38396 0.898898 1.18708 1.27233 0.765135 0.734117 0.976472 0.682084 0.504435 0.447906 0.720439 0.603594 0.562276 0.886198 0.366929 0.328735 0.435943 0.281999 0.263243 0.245754 0.266873 0.230868 0.22734 0.216468 0.319057 0.417109 0.332374 0.259652 0.332489
threshold=0 31.500000000000004 1 2 15.500000000000002 3 122.50000000000001 36.500000000000007 13.500000000000002 47.750000000000007 4 5 6 99.000000000000014 147.50000000000003 39.07500000000001 7 36.900000000000006 8 7.5000000000000009 45.500000000000007 9 2.5000000000000004 4.5000000000000009 10 11 26.500000000000004 29.500000000000004 40.675000000000004 12
decision_type=9 10 9 9 8 9 8 10 10 8 9 9 9 8 10 10 9 10 9 10 10 9 10 8 9 9 10 8 10 9
left_child=1 8 3 4 -2 18 7 -3 -1 10 11 -7 -12 20 -15 22 17 -5 -4 -11 21 23 -14 -13 28 26 -26 -27 29 -17
right_child=2 6 5 16 -6 9 -8 -9 -10 19 12 13 15 14 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00053043368680508467 4.784967346920972e-06 4.3742437765580414e-06 -5.451284329862277e-06 -0.00021658212956066869 0.0001067805358402986 -4.8426444251956409e-05 -3.5447085212547943e-05 3.2936058677422219e-05 5.7681413146809358e-05 -8.3027520810802596e-05 8.2595206790314999e-06 0.00037326689341848142 1.7898750766698759e-05 7.0831878212755691e-05 -0.0018150392726870748 1.1784761418050195e-05 -3.2237420143091829e-05 1.7796673067021829e-05 -4.4228889177271537e-05 6.3629141521908813e-05 -1.2328021843659544e-05 -6.068015052028441e-06 -0.00015777152711342744 0.00015839108790343157 -1.2096159827068879e-05 -4.3354860203694554e-06 5.8364286377999452e-05 -8.3613610018342332e-05 -0.0010115735326588803 -8.4131372425015114e-05
leaf_weight=31 51 125 102 38 56 247 87 45 46 40 173 27 38 41 26 130 177 88 227 58 81 102 201 87 77 145 53 49 58 224
leaf_count=31 51 125 102 38 56 247 87 45 46 40 173 27 38 41 26 130 177 88 227 58 81 102 201 87 77 145 53 49 58 224
internal_value=0.000122824 0.00308406 -0.000270043 0.00142518 0.00484746 -0.000593538 0.00175194 0.00327485 0.00784615 -0.00027195 -0.000429546 0.000443729 -0.000890424 0.00155733 0.00488235 -0.00127789 8.91711e-05 0.00157664 -0.00234118 0.00250505 0.000845637 0.00154839 -0.00265 0.002752 -0.000846677 -4.77621e-05 0.00141844 -0.00105366 -0.00143735 -0.00105916
internal_weight=2930 334 2596 410 107 2186 257 170 77 1857 1759 611 1148 364 67 975 303 126 329 98 297 216 239 114 736 324 130 194 412 354
internal_count=2930 334 2596 410 107 2186 257 170 77 1857 1759 611 1148 364 67 975 303 126 329 98 297 216 239 114 736 324 130 194 412 354
cat_boundaries=0 17 47 48 65 68 70 72 73 74 75 76 77 78
cat_threshold=268566528 268435600 33554432 0 0 0 0 8192 33554432 134225920 32800 128 144 0 67108864 0 128 0 2060 0 134217728 2147483648 0 0 2147483648 0 32768 0 4 8192 1048576 0 0 0 0 4096 0 256 0 0 0 0 0 0 0 524288 8192 41024 1 0 68157440 2099200 524290 0 0 805306368 2048 0 0 256 0 0 0 0 1073745920 49184 512 524288 68289824 32 1049600 34 28 1148928 16891904 456 4 24
is_linear=0
shrinkage=0.04


Tree=731
num_leaves=31
num_cat=10
split_feature=7 12 2 9 2 12 11 2 2 6 7 2 2 0 4 2 3 2 2 11 0 4 3 12 6 3 2 2 3 3
split_gain=1.4709 0.687022 0.615126 0.792165 0.776241 0.603463 0.53974 0.490926 0.482721 0.590515 0.407944 0.375232 0.365462 0.363075 0.361681 0.335744 0.459291 0.331816 0.309557 0.287445 0.582152 0.436436 0.3917 0.284653 0.433703 0.473151 0.278634 0.269736 0.268395 0.250715
threshold=0 1 63.500000000000007 2 69.500000000000014 3 4 6.5000000000000009 101.50000000000001 5 6 10.500000000000002 89.500000000000014 39.07500000000001 260.00000000000006 141.50000000000003 1991.5000000000002 155.00000000000003 229.00000000000003 7 44.07500000000001 7049.5000000000009 1999.5000000000002 8 9 2000.5000000000002 4.5000000000000009 45.500000000000007 2001.5000000000002 2010.5000000000002
decision_type=9 9 8 9 8 9 9 8 8 9 9 10 8 10 10 10 10 10 10 9 10 10 10 9 9 10 10 10 10 8
left_child=1 -1 5 12 -5 10 23 -3 28 14 -2 -9 -4 -11 17 16 -13 -10 -15 21 22 29 27 -7 -25 26 -26 -21 -6 -12
right_child=2 7 3 4 8 6 -8 11 9 13 19 15 -14 18 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-4.2187170728145523e-07 -4.2375372756338566e-05 1.8917354980803614e-05 6.5416870681030048e-06 0.0013846836406445984 -5.1069087476463168e-05 -2.3063325024921256e-05 -4.970905966188758e-05 1.2605994837932948e-06 5.4859421490656062e-05 -3.1659760648079079e-05 -0.00017668077362752811 9.9429566742953985e-05 -0.00012594043339401431 6.1745279797755695e-06 -0.00014002300118788274 1.0015091939151594e-05 2.2413639824184815e-05 1.2432062898001153e-05 0.00012049328481530585 6.2507228831812975e-06 2.6472670382859535e-05 -0.00012840325068280882 1.4656812060913418e-05 -6.1767079756185143e-05 2.8297725163401746e-05 0.00012043348828625071 -3.767035901765121e-05 -0.0013942803775382592 2.2624228190498377e-05 2.0240832269866169e-06
leaf_weight=120 106 27 25 26 151 104 329 54 108 86 82 70 117 112 25 33 35 44 30 300 36 49 44 116 32 51 123 40 29 439
leaf_count=120 106 27 25 26 151 104 329 54 108 86 82 70 117 112 25 33 35 44 30 300 36 49 44 116 32 51 123 40 29 439
internal_value=9.10317e-05 0.00252571 -0.000235565 0.000726789 0.00134405 -0.000628511 -0.00148825 0.00384348 0.00105802 0.00182266 -2.16812e-05 0.00327461 -0.00188235 0.0003682 0.00346808 0.0043741 0.0054717 0.00439216 0.00162238 0.000239759 0.00102088 -0.000344235 0.000581817 -0.000512587 9.60952e-05 0.00117972 0.000128204 0.000117301 -0.000662984 -7.66379e-06
internal_weight=2943 339 2604 753 611 1851 755 219 585 405 1096 192 142 228 177 138 105 152 142 990 420 570 384 426 322 206 155 340 180 521
internal_count=2943 339 2604 753 611 1851 755 219 585 405 1096 192 142 228 177 138 105 152 142 990 420 570 384 426 322 206 155 340 180 521
cat_boundaries=0 18 19 21 23 25 26 35 38 39 40
cat_threshold=268566528 268435584 33554432 8192 0 134217728 0 536879104 0 134225952 32800 0 16 0 67108864 0 128 128 84975904 129 4132 68239426 32 49156 1024 12 2 0 67117056 2052 0 0 0 0 2048 16388 0 524288 16779520 88
is_linear=0
shrinkage=0.04


Tree=732
num_leaves=31
num_cat=17
split_feature=8 7 0 4 12 0 8 7 17 12 8 8 9 9 12 4 3 11 6 4 6 5 0 0 12 0 5 3 13 5
split_gain=1.36567 0.929259 0.882565 0.691655 0.546306 0.436051 0.415808 0.417549 0.659307 0.415434 0.34571 0.339242 0.317185 0.404967 0.324173 0.259119 0.3154 0.219603 0.190913 0.235633 0.176624 0.185138 0.175645 0.17368 0.154005 0.426568 0.198697 0.144613 0.128025 0.121757
threshold=0 1 38.57500000000001 1373290000.0000002 2 16.750000000000004 3 4 5 6 7 8 9 10 11 133.00000000000003 2005.5000000000002 12 13 1950.0000000000002 14 3.5000000000000004 24.500000000000004 18.500000000000004 15 23.500000000000004 3.5000000000000004 2017.5000000000002 16 1.0000000180025095e-35
decision_type=9 9 10 8 9 10 9 9 9 9 9 9 9 9 9 10 10 9 9 10 9 8 10 10 9 10 8 8 9 10
left_child=2 9 5 -4 6 -1 -3 23 29 -2 -5 22 18 14 -14 16 24 -16 27 -20 21 -15 -6 -8 25 -10 -26 -13 -28 -9
right_child=1 4 3 10 11 -7 7 8 15 -11 -12 12 13 20 17 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.00017936723635983976 -1.1786780533951069e-06 -0.00019717662187062766 -2.8064352718104169e-05 8.6784685548857484e-06 -6.647715088114742e-06 -7.1320332130330347e-05 1.1490092093903007e-06 6.6105583675309167e-05 3.0731858616984811e-05 -7.729769198744818e-05 5.3195434151921548e-05 -0.00054591155273218852 -9.1977597425436843e-05 0.00043941230569478944 4.353428467434769e-06 -0.00011670530335785793 -4.6671315455879477e-05 -1.1570793284130087e-05 -0.00022111755887229103 2.1761974332617454e-06 -5.708571394852421e-06 2.313321432161188e-06 1.6838743326953108e-05 9.4049325501082448e-05 5.3422629696210191e-05 7.9852171128643122e-07 -3.9323485928222908e-05 -8.5447109154539275e-07 2.809779056388952e-06 3.2199223460027657e-05
leaf_weight=37 106 122 40 100 44 99 36 88 42 250 110 33 110 31 173 53 77 304 142 25 104 104 76 66 32 58 108 92 230 59
leaf_count=37 106 122 40 100 44 99 36 88 42 250 110 33 110 31 173 53 77 304 142 25 104 104 76 66 32 58 108 92 230 59
internal_value=0.000174796 -0.000163044 0.00235768 0.0038247 0.000145945 -0.000175183 0.000851323 0.00116744 0.000807387 -0.00202725 0.00473934 -0.000409929 -0.000630648 -0.000219834 -0.00078261 0.000196398 0.000459853 -0.00030328 -0.00174258 -0.00262921 0.001136 0.00205479 0.00152672 0.00346903 0.000849256 0.00216216 0.000419947 -0.000441177 0.000141592 0.00311392
internal_weight=2951 2565 386 250 2209 136 971 849 747 356 210 1238 1118 826 587 600 547 477 292 167 239 135 120 102 470 100 370 125 338 147
internal_count=2951 2565 386 250 2209 136 971 849 747 356 210 1238 1118 826 587 600 547 477 292 167 239 135 120 102 470 100 370 125 338 147
cat_boundaries=0 26 37 39 55 72 73 74 95 125 127 129 130 131 132 133 134 135
cat_threshold=0 2054 4 134217728 3221291008 0 0 0 0 0 0 2048 64 0 0 0 0 0 4096 2048 256 0 4194304 0 0 268435456 1 48 603979776 2623492 32 0 0 268435456 33556480 0 8192 68199488 34 0 0 0 0 0 0 0 2147483648 0 0 0 131072 10240 0 0 4096 131072 128 0 0 0 0 0 0 65536 32 0 0 0 0 0 0 4096 41 67109122 0 2 0 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 8 0 0 0 0 0 2147483648 0 0 0 131072 2048 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 0 4096 1073741825 4148 0 2048 2304 4 196 388 9216 12
is_linear=0
shrinkage=0.04


Tree=733
num_leaves=31
num_cat=12
split_feature=7 7 12 12 6 3 4 1 3 3 14 1 7 0 1 4 4 4 12 7 0 13 6 5 11 5 0 4 3 1
split_gain=1.01588 0.720956 0.49593 0.460016 0.600375 0.800094 0.503102 0.403478 0.39201 0.403164 0.387796 0.326916 0.327446 0.354288 0.308044 0.300499 0.282363 0.2669 0.22898 0.425198 0.312617 0.18166 0.279336 0.271972 0.246645 0.316326 0.256999 0.214547 0.185286 0.177443
threshold=0 1 2 3 4 2016.5000000000002 4600.0000000000009 5.5000000000000009 2005.5000000000002 1999.5000000000002 5 1.5000000000000002 6 18.500000000000004 5.5000000000000009 313.50000000000006 1246835000.0000002 1868495000.0000002 7 8 39.07500000000001 9 10 1.5000000000000002 11 1.0000000180025095e-35 27.750000000000004 45.000000000000007 1998.5000000000002 5.5000000000000009
decision_type=9 9 9 9 9 10 10 8 10 10 9 10 9 10 10 8 10 8 9 9 10 9 9 8 9 10 10 10 10 10
left_child=2 14 16 11 5 6 7 8 9 -5 15 -3 13 -13 -2 -6 -1 -17 19 -19 -21 23 -23 -14 25 28 -26 29 -24 -25
right_child=1 3 -4 4 10 -7 -8 -9 -10 -11 -12 12 21 -15 -16 17 -18 18 -20 20 -22 22 24 27 26 -27 -28 -29 -30 -31
leaf_value=-1.6745445656300352e-05 1.4450589869986732e-05 0.00041558045608495618 -3.1655874954724444e-05 2.3057810260909182e-05 1.7683485783797543e-05 1.9949147566688393e-05 -0.00010371054755692337 -2.7277130724422176e-05 -0.00011434107386738529 4.6871763018514906e-05 -5.7290189894985135e-05 5.6471680246067779e-06 0.00010927411582449661 7.1048435786711894e-05 9.9511791090239963e-05 -0.00064587412785908915 2.460123896670897e-05 3.1640397073827678e-05 -1.7208436503734933e-05 -0.0020059608926001351 -5.322914927107729e-07 4.8266026810820289e-05 6.5916024358213861e-05 -1.7158772208932314e-05 1.3204151341600331e-05 -0.0001678390181922087 -0.00031160029317602543 -7.9346789541374956e-05 -1.3066339688199608e-07 9.9292716522807118e-06
leaf_weight=201 183 62 130 193 25 27 50 77 28 29 189 48 48 69 30 35 36 120 254 57 238 103 63 271 100 33 88 28 28 73
leaf_count=201 183 62 130 193 25 27 50 77 28 29 189 48 48 69 30 35 36 120 254 57 238 103 63 271 100 33 88 28 28 73
internal_value=0.000170037 0.000454687 -0.0017672 0.000245419 -0.000246062 0.00102169 0.000560846 0.00113415 0.00191235 0.00247534 -0.000809473 0.00088195 0.000705141 0.00259375 0.002625 -0.000372974 -0.000596775 -0.000533334 -0.00035224 0.000234741 -0.000588236 0.00040189 0.000985915 -0.000185616 0.000346748 0.00165926 -0.000562815 -0.000557642 0.003 -0.000278262
internal_weight=2916 2549 367 2336 1322 404 377 327 250 222 918 1014 952 117 213 729 237 704 669 415 295 835 415 420 312 124 188 372 91 344
internal_count=2916 2549 367 2336 1322 404 377 327 250 222 918 1014 952 117 213 729 237 704 669 415 295 835 415 420 312 124 188 372 91 344
cat_boundaries=0 18 36 38 39 40 41 50 51 61 62 63 66
cat_threshold=0 0 8192 526336 32 10306 0 268435456 33554432 16 32 64 268435456 0 0 0 1073745936 256 268566528 268435457 0 8192 0 0 33554432 8192 0 8192 32768 128 128 0 0 0 128 128 180546 32 17943584 336 139264 0 0 67108864 0 0 0 0 536870912 65536 67117122 0 0 0 0 0 0 131072 131072 0 32 2 70 4 0 524288
is_linear=0
shrinkage=0.04


Tree=734
num_leaves=31
num_cat=6
split_feature=8 8 9 2 0 2 4 2 11 9 3 5 2 4 2 2 8 4 2 2 0 2 2 0 2 2 4 4 2 2
split_gain=1.30137 0.884964 1.06805 0.904376 1.09077 0.603565 0.470814 0.417823 0.368975 0.418341 0.403434 0.409728 0.333496 0.281698 0.282267 0.28089 0.265953 0.400301 0.264667 0.258104 0.257184 0.248448 0.237847 0.228215 0.218723 0.20636 0.200225 0.169969 0.227168 0.326478
threshold=0 1 2 73.500000000000014 35.850000000000009 6.5000000000000009 152.50000000000003 17.500000000000004 3 4 2018.5000000000002 4.5000000000000009 4.5000000000000009 199.50000000000003 45.500000000000007 141.50000000000003 5 625.00000000000011 11.500000000000002 136.50000000000003 40.250000000000007 12.500000000000002 31.500000000000004 42.710000000000008 5.5000000000000009 535.00000000000011 5081865000.000001 44556186500.000008 18.500000000000004 74.500000000000014
decision_type=9 9 9 8 10 10 8 10 9 9 10 8 8 10 8 10 9 8 10 10 10 10 10 8 10 8 8 8 8 8
left_child=-1 2 -2 5 -5 -4 21 -7 13 23 11 -11 -13 14 18 20 -14 -18 24 -16 -6 -3 -9 25 -8 26 -10 -19 -29 -30
right_child=1 6 3 4 15 7 8 22 9 10 -12 12 16 -15 19 -17 17 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.3090658441553949e-05 -1.0617928218188278e-05 0.00021630299425226079 1.1555152163661686e-05 -2.4966233005958865e-05 2.7809420659032151e-05 -0.00052152870878023475 -0.00011774051671917866 3.8601553135857523e-05 -2.5124147126355558e-05 5.7948736690850007e-05 4.3258783206675074e-06 -3.6848184934998986e-05 -1.2422190556050793e-05 -0.00014738633260968597 3.0082996607955779e-05 0.00039248228951664871 0.00090418964254009222 -0.00034111306162237716 -6.7292881641481062e-06 7.7979234969793575e-05 0.00061250495466505679 2.1541403614524685e-05 -6.1569113634632314e-06 -9.4045073369246169e-05 0.0012605354795722739 6.1963004325980332e-05 -5.5543293071570145e-06 -4.5022312739085683e-06 3.9312811515979089e-05 -1.463044802880559e-06
leaf_weight=206 121 27 39 32 26 80 28 47 78 47 67 128 410 27 34 27 25 55 99 30 30 45 53 67 35 32 417 200 215 214
leaf_count=206 121 27 39 32 26 80 28 47 78 47 67 128 410 27 34 27 25 55 99 30 30 45 53 67 35 32 417 200 215 214
internal_value=0.000107409 0.000342315 0.00193133 0.00308406 0.00603448 0.00165454 1.74587e-05 0.000662982 -8.69181e-05 -0.00027467 0.000113702 -4.32442e-05 -0.000182693 0.00131818 0.0018326 0.00842857 3.92848e-05 0.000505555 0.000932514 0.00406154 0.00659649 0.00317808 0.00237624 -0.00115041 0.0029375 -0.000886365 -0.00108871 0.000327006 0.000514285 0.00103256
internal_weight=2941 2735 455 334 115 219 2280 180 2208 1955 1361 1294 1247 253 226 83 1119 709 162 64 56 72 100 594 63 527 495 684 629 429
internal_count=2941 2735 455 334 115 219 2280 180 2208 1955 1361 1294 1247 253 226 83 1119 709 162 64 56 72 100 594 63 527 495 684 629 429
cat_boundaries=0 30 53 55 57 59 82
cat_threshold=1073741840 0 0 0 0 1 524288 0 0 0 0 0 0 1048576 0 0 0 0 33554432 8192 2147483648 0 0 8 0 32768 0 0 524416 8192 268435456 2 4 134217728 1073807360 0 0 2147483648 0 0 0 2048 0 1536 0 0 0 0 4096 2048 256 0 4194304 0 12292 49153 1049600 1 20500 0 2056 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=735
num_leaves=31
num_cat=11
split_feature=8 12 2 2 0 4 8 12 4 4 3 2 2 8 8 11 2 4 6 4 9 4 2 2 9 2 11 2 2 2
split_gain=1.13096 1.0863 0.492461 0.450272 0.458115 0.931166 0.41238 0.421007 0.463597 0.393683 0.334305 0.679902 0.333144 0.2935 0.285395 0.44515 1.44752 0.38792 0.381553 0.311709 0.270203 0.263392 0.23478 0.229812 0.224672 0.221828 0.212053 0.18933 0.164992 0.223217
threshold=0 1 24.500000000000004 17.500000000000004 38.57500000000001 22.000000000000004 2 3 215.00000000000003 5828530000.000001 2015.5000000000002 27.500000000000004 11.500000000000002 4 5 6 99.000000000000014 1188.0000000000002 7 9300.0000000000018 8 925740000.00000012 3.5000000000000004 5.5000000000000009 9 8.5000000000000018 10 3.5000000000000004 10.500000000000002 16.500000000000004
decision_type=9 9 10 10 10 10 9 9 8 8 10 10 8 9 9 9 8 10 9 10 9 10 10 10 9 8 9 10 8 8
left_child=1 2 9 12 -5 -6 -2 10 -9 -1 14 -12 23 22 -8 16 -16 18 -17 -19 -20 -21 -10 -3 -15 -11 -26 -28 -27 -30
right_child=6 3 -4 4 5 -7 7 8 13 25 11 -13 -14 24 15 17 -18 19 20 21 -22 -23 -24 -25 26 28 27 -29 29 -31
leaf_value=3.7748814199465741e-05 -1.3019056875986756e-05 2.3160542037328039e-06 -9.6843673572491533e-05 1.1929240533241393e-06 5.4301418746109538e-05 -8.3000257430396395e-06 -2.6521837736419174e-05 2.2165279095844694e-05 9.021457612677499e-05 -0.0011037468738672985 3.072070313242392e-06 3.5862455205021223e-05 -0.00021700460678990727 -5.3508974185017176e-07 -6.8883803194168535e-05 -0.00023759077707273215 6.4532338461563001e-05 0.00029702546448668086 -9.8955368490114507e-06 -9.9587597718894935e-05 2.322114341713333e-06 1.2601821166002341e-05 -1.4379528834645634e-06 0.00010141232974231253 -1.1858624564784562e-05 5.5553375030471286e-05 -5.2776414394465266e-05 -3.1616397918277217e-05 -8.3511298510185111e-05 2.4639863449044346e-05
leaf_weight=37 100 48 124 49 112 28 135 31 31 35 75 27 80 105 75 104 41 28 130 25 682 27 69 49 231 26 76 271 31 41
leaf_count=37 100 48 124 49 112 28 135 31 31 35 75 27 80 105 75 104 41 28 130 25 682 27 69 49 231 26 76 271 31 41
internal_value=-7.25044e-05 0.00137109 -0.000445903 0.00280106 0.00423158 0.00539007 -0.000497802 -0.000373506 -0.00108606 0.000935672 6.17638e-05 0.00225243 0.00141573 -0.00129082 -0.000118591 9.97319e-05 0.00233071 -0.000182722 -0.000418758 0.00246913 -0.000106927 0.000603773 0.00072072 0.00297959 -0.00157349 -8.95532e-05 -0.00188795 -0.00253631 0.000888888 -0.00010959
internal_weight=2923 660 294 366 189 140 2263 2163 814 170 1349 102 177 783 1247 1112 116 996 916 80 812 52 100 97 683 133 578 347 98 72
internal_count=2923 660 294 366 189 140 2263 2163 814 170 1349 102 177 783 1247 1112 116 996 916 80 812 52 100 97 683 133 578 347 98 72
cat_boundaries=0 30 31 61 63 84 113 116 117 119 121 123
cat_threshold=268435456 0 0 0 8192 1 262144 0 0 0 0 131072 10304 1049088 0 0 0 0 4096 2048 256 0 4194304 0 0 268484608 0 0 0 4096 197890 1073741824 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 8192 0 0 0 8 0 0 0 0 0 8192 68255810 34 0 2048 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 524288 49152 2147483648 524288 256 1073741825 160 1 16544 16416 1024
is_linear=0
shrinkage=0.04


Tree=736
num_leaves=31
num_cat=6
split_feature=7 8 7 12 7 4 0 7 3 2 2 0 0 2 2 0 0 2 2 2 2 2 2 2 0 0 2 2 3 2
split_gain=1.41618 1.1387 0.70062 0.678415 0.477034 0.494824 0.661156 0.429958 0.405754 0.343867 0.330142 0.435252 0.414472 0.486978 0.481938 0.355863 0.481174 0.453667 0.43005 0.514359 0.458267 0.325443 0.307638 0.294889 0.360248 0.293872 0.304488 0.267896 0.255871 0.480684
threshold=0 1 2 3 4 101.00000000000001 40.250000000000007 5 2018.5000000000002 39.500000000000007 18.500000000000004 23.500000000000004 39.07500000000001 12.500000000000002 5.5000000000000009 39.07500000000001 15.500000000000002 229.00000000000003 86.500000000000014 54.500000000000007 20.500000000000004 1.5000000000000002 3.5000000000000004 16.500000000000004 38.57500000000001 35.250000000000007 1.5000000000000002 4.5000000000000009 1984.5000000000002 12.500000000000002
decision_type=9 9 9 9 9 10 8 9 8 10 10 10 10 10 8 10 10 10 10 10 10 10 10 8 10 10 10 8 10 10
left_child=-1 -2 21 4 -4 6 10 8 -5 -7 11 27 -13 14 -14 16 -12 18 19 20 -17 -3 25 -10 -25 -9 -27 -6 29 -8
right_child=1 2 3 7 5 9 28 22 23 -11 15 12 13 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.9809178019578821e-05 -1.2083565706165152e-05 3.2077107071757316e-06 -6.0498777673562912e-05 -5.8265575005850279e-05 0.00084213993951481186 1.073537892723058e-06 1.6109591573766577e-05 -0.00013827286466360598 -0.00028549207652742983 -3.2479637737791773e-05 6.628323483312994e-05 -0.00022820242013753275 -3.6818539669478843e-05 -0.00070555263924102895 4.730241880044648e-05 0.00024701710764375945 -4.2225922447548125e-05 0.00014746170184453476 -0.00038921750543507278 4.3136264699003461e-05 8.935681281597877e-07 -1.8227511229936433e-05 -2.9910375595529342e-05 0.00014114801743387993 6.9045437816453082e-05 4.6281498869047271e-07 0.00013108181013790242 3.7972881242111104e-06 -5.9901059581426599e-05 0.00019717074513999987
leaf_weight=232 204 39 149 28 32 121 64 51 32 72 94 60 80 62 113 31 100 26 34 25 73 184 800 40 26 69 29 27 25 25
leaf_count=232 204 39 149 28 32 121 64 51 32 72 94 60 80 62 113 31 100 26 34 25 73 184 800 40 26 69 29 27 25 25
internal_value=4.0696e-06 -0.000256787 -1.74474e-05 0.000194866 0.000839868 0.0011386 0.00155504 -0.000534071 0.00157664 -0.000680413 0.00112401 0.000277332 -0.000316457 0.000390624 0.00138144 0.00194792 0.000738461 0.00317895 0.00236585 0.00341538 0.00213333 -0.00210257 -0.000829168 0.00290909 0.00441791 0.000826666 0.00210101 0.0034 0.00438261 0.00537778
internal_weight=2947 2715 2511 2288 1213 1064 871 1075 126 193 757 374 315 255 193 383 194 189 163 129 104 223 949 98 66 149 98 59 114 89
internal_count=2947 2715 2511 2288 1213 1064 871 1075 126 193 757 374 315 255 193 383 194 189 163 129 104 223 949 98 66 149 98 59 114 89
cat_boundaries=0 18 48 65 67 76 87
cat_threshold=131072 268435456 570425344 0 0 0 33554432 8192 0 8192 32768 128 144 0 0 32 1073741952 128 268435456 2048 0 0 65536 0 0 0 1 0 0 0 2048 0 0 0 0 0 33554432 8192 0 0 0 8 0 1073774592 64 0 0 8192 16385 0 0 2623488 0 134217792 0 268435456 33554432 0 0 2097152 268435456 0 0 0 4096 58370 34 0 1 67108864 4 0 0 0 536870912 65536 0 1 67108864 4 0 0 0 536870912 2048 0 32
is_linear=0
shrinkage=0.04


Tree=737
num_leaves=31
num_cat=6
split_feature=7 8 8 9 4 0 3 2 2 2 6 2 2 8 4 2 0 3 0 4 0 5 3 2 2 2 4 2 2 0
split_gain=1.5289 0.895126 0.694168 0.634899 0.748876 0.75189 0.545541 0.519112 0.467444 0.422098 0.484109 0.416523 0.496844 0.36633 0.422939 0.308663 0.328527 0.308438 0.629922 0.299265 0.297623 0.225952 0.218082 0.228443 0.422478 0.199881 0.199446 0.181897 0.179971 0.404881
threshold=0 1 2 3 111.00000000000001 42.710000000000008 2008.5000000000002 155.00000000000003 669.50000000000011 66.500000000000014 4 8.5000000000000018 64.500000000000014 5 8.0000000000000018 32.500000000000007 25.500000000000004 2010.5000000000002 38.57500000000001 5965.0000000000009 39.07500000000001 4.5000000000000009 2015.5000000000002 16.500000000000004 36.500000000000007 23.500000000000004 1188.0000000000002 5873.5000000000009 6.5000000000000009 42.710000000000008
decision_type=9 9 9 9 10 10 10 8 8 10 9 8 8 9 10 10 10 8 10 10 10 8 10 8 10 10 10 8 10 10
left_child=6 17 -3 22 5 8 7 9 13 10 15 -7 25 -5 20 16 -1 -2 -19 -9 -15 -18 23 -4 -25 -13 -6 -10 -12 -30
right_child=1 2 3 4 26 11 -8 19 27 -11 28 12 -14 14 -16 -17 21 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=7.6669413040805491e-05 -2.8502572899015387e-05 -1.3073560302492054e-05 -3.6157597334201136e-06 3.0105236553670958e-06 -5.7996824636685189e-05 9.6322655384472133e-05 -5.6296114517389359e-06 1.8865616940235386e-05 4.0656018571861922e-05 6.6304906218444477e-05 2.171194527883598e-05 -2.7357200146295915e-05 1.9995753405825331e-05 -8.5636098823566116e-05 3.5653449336167855e-05 -0.0010066861797528614 1.5411988782650859e-05 6.5581656921723939e-06 4.1043829283713056e-05 -5.2200363559468001e-05 -2.0595218917187368e-05 -2.1393541324165015e-05 6.9893155384708887e-05 5.8180670314369131e-05 -2.548493119817863e-05 -0.0010240366604103135 -9.5050832105466307e-06 4.6904394061999566e-06 1.9988371695447772e-05 -8.6054185686067782e-06
leaf_weight=28 26 109 113 638 84 34 40 88 32 45 25 33 60 189 25 28 26 52 64 31 551 42 26 83 63 25 203 79 53 27
leaf_count=28 26 109 113 638 84 34 40 88 32 45 25 33 60 189 25 28 26 52 64 31 551 42 26 83 63 25 203 79 53 27
internal_value=0.000243584 -0.000142401 -0.000334182 -0.000174301 -0.00043381 -0.000110379 0.0024054 0.0029137 -0.000380199 0.00386909 0.00314783 0.00256209 0.00141176 -0.000578349 -0.00115979 0.00106667 0.0022268 0.00282353 0.00389743 0.000699999 -0.00134953 0.000695651 0.00155405 0.00124615 0.00228571 -0.00122034 -0.00231945 0.00210714 0.005 0.00444444
internal_weight=2922 2489 2347 2238 1953 1666 433 393 1514 274 229 152 118 1403 765 124 96 142 116 119 740 68 285 259 146 58 287 111 105 80
internal_count=2922 2489 2347 2238 1953 1666 433 393 1514 274 229 152 118 1403 765 124 96 142 116 119 740 68 285 259 146 58 287 111 105 80
cat_boundaries=0 18 44 74 76 77 106
cat_threshold=131072 128 1140858880 8704 32 134217728 0 8192 0 8208 40960 8320 0 0 0 32 1073741952 384 0 0 0 0 2147483648 1 0 2147483648 0 0 0 0 64 0 268435456 0 0 0 0 0 0 0 4194304 0 0 268435456 16 0 0 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 2147483648 0 0 8 0 1073741824 64 0 0 8192 1073872896 16512 266 0 4 0 0 0 0 0 0 0 0 0 4 10240 0 0 0 0 0 0 0 128 0 16777216 0 0 0 0 0 524288
is_linear=0
shrinkage=0.04


Tree=738
num_leaves=31
num_cat=11
split_feature=7 8 7 12 8 2 12 2 2 0 2 2 0 3 12 6 2 0 6 3 2 12 2 2 7 2 2 2 2 1
split_gain=1.32264 0.908746 0.750209 0.530643 0.523111 0.492153 0.478768 0.407195 0.637528 0.87786 0.799463 0.506432 0.392482 0.718681 0.43117 0.521891 0.43672 0.391859 0.381808 0.380874 0.354523 0.406976 0.423979 0.320651 0.315676 0.539608 0.273915 0.263964 0.635379 0.25294
threshold=0 1 2 3 4 108.50000000000001 5 80.500000000000014 22.500000000000004 23.500000000000004 6.5000000000000009 1.5000000000000002 39.07500000000001 2020.5000000000002 6 7 3.5000000000000004 37.750000000000007 8 2018.5000000000002 2.5000000000000004 9 15.500000000000002 44.500000000000007 10 23.500000000000004 572.00000000000011 147.50000000000003 104.50000000000001 5.5000000000000009
decision_type=9 9 9 9 9 10 9 10 10 10 10 10 8 10 9 9 8 10 9 8 8 9 10 8 9 10 8 10 8 8
left_child=1 23 3 -2 -4 6 -3 8 10 -10 11 -5 18 14 27 29 -17 -12 20 -9 -6 22 -22 -1 25 -8 -20 28 -14 -16
right_child=2 5 4 7 12 -7 24 19 9 -11 17 -13 13 -15 15 16 -18 -19 26 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3936990359123287e-05 -8.8017678456323536e-06 6.0930395033045471e-06 -3.477821863541515e-05 1.8354494254441008e-05 0.00030436107799170544 3.1030699719446826e-05 -0.00010033838330522948 5.0058447177850549e-05 -2.3176039815932143e-05 8.5646189984724214e-05 1.313617087622243e-05 3.254654932739274e-05 -1.2101709105344701e-05 5.5401831198232178e-05 2.5640061609087628e-05 3.0578240946927603e-05 -4.6306197219016675e-06 -9.1549933367242789e-05 -9.5920366284465151e-05 -1.0382805055448537e-05 -5.3551335355690384e-05 -5.1859469573187767e-05 4.338193418707146e-05 2.2701384835309549e-05 -3.458728886373141e-05 0.00036586906425985336 1.4180438744364078e-05 -0.00063106341054185448 5.4156717175803202e-05 4.6137144047848677e-05
leaf_weight=85 109 109 121 41 40 45 63 34 25 51 26 25 373 28 253 28 168 51 149 57 47 142 173 34 429 38 39 28 28 68
leaf_count=85 109 109 121 41 40 45 63 34 25 51 26 25 373 28 253 28 168 51 149 57 47 142 173 34 429 38 39 28 28 68
internal_value=0.000127922 -0.00124324 0.000654373 0.00214884 0.000271225 -0.0018072 -0.00211875 0.00299065 0.00401818 0.00696104 0.00241667 0.00561194 0.00047238 0.000968204 0.00077719 0.00153788 -0.000115943 -0.000358975 -0.00033841 0.000826086 0.000368038 -2.20395e-05 0.00103896 0.00187692 -0.0025878 -0.000392858 -0.00176885 -0.000172728 8.95513e-05 0.00251807
internal_weight=2907 803 2104 419 1685 684 639 310 219 76 143 66 1564 974 946 517 196 77 590 91 402 362 220 119 530 101 188 429 401 321
internal_count=2907 803 2104 419 1685 684 639 310 219 76 143 66 1564 974 946 517 196 77 590 91 402 362 220 119 530 101 188 429 401 321
cat_boundaries=0 17 38 56 58 85 87 88 89 90 92 109
cat_threshold=268451842 1 537919488 2099204 34 8258 131072 268435456 0 32 32800 2097152 67108864 0 67108864 32 4224 0 0 0 134217728 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 384 131072 144 100663296 512 0 0 0 8192 2048 8208 8192 128 144 0 0 0 16 256 17826880 2 16 0 0 0 0 0 0 2147483648 1 0 0 0 0 0 0 4096 0 0 0 0 0 524288 0 8 0 0 64 18432 32 17844514 396 10 1289216 32 268435456 1 0 4 0 0 0 0 0 0 32800 0 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=739
num_leaves=31
num_cat=7
split_feature=8 7 9 7 0 3 8 9 3 4 1 3 4 3 0 4 4 3 0 0 1 4 0 4 3 6 1 4 3 0
split_gain=1.61582 1.00566 0.869045 0.561253 0.501864 0.545819 0.424456 0.530636 0.436569 0.334611 0.326172 0.406846 0.319686 0.34881 0.317522 0.27649 0.353203 0.349988 0.315704 0.276292 0.269344 0.434252 0.259701 0.258619 0.241047 0.301848 0.21451 0.280486 0.196844 0.184206
threshold=0 1 2 3 27.750000000000004 2013.5000000000002 4 5 2020.5000000000002 2560040000.0000005 3.5000000000000004 2020.5000000000002 9300.0000000000018 2012.5000000000002 18.500000000000004 152.50000000000003 1104.0000000000002 2002.5000000000002 35.850000000000009 33.175000000000004 5.5000000000000009 1525190000.0000002 39.07500000000001 16829230000.000002 2008.5000000000002 6 2.5000000000000004 26121510000.000004 2002.5000000000002 18.500000000000004
decision_type=9 9 9 9 10 8 9 9 10 10 10 8 10 10 10 8 8 8 10 10 8 8 10 8 10 9 10 8 10 8
left_child=2 -2 23 14 -4 -6 26 10 12 20 -8 -12 13 15 -3 -9 -17 -18 29 -16 21 -7 -22 -1 25 28 27 -5 -20 -19
right_child=1 3 4 6 5 9 7 8 -10 -11 11 -13 -14 -15 19 16 17 18 24 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7769724503325631e-07 -1.5005207736513942e-05 -2.9317173446412456e-05 -2.2965259919025008e-05 -0.00022683354241010388 2.9000274594351709e-05 -0.0016214051493679965 1.4672345884678847e-05 3.0176019598263886e-05 1.9370951440790861e-05 -1.0075216363159459e-05 1.5192201106762185e-05 -3.0510068287080201e-05 -0.00010466034901056198 -5.017894791057205e-05 0.001867739407885787 -0.00034219937025452453 -0.00021814978040459357 -5.2637864469384063e-06 2.2834962167623995e-05 8.3261106526618206e-06 1.4885227091519459e-05 4.7200174062985605e-05 3.4270279340285694e-05 -2.8840224262223993e-05 -4.379598292174911e-05 -2.7545569574697042e-06 -2.9780749003296407e-05 1.2316482011075158e-05 0.00013439044009067161 -4.9785112053770788e-05
leaf_weight=35 321 85 58 26 62 25 26 46 34 45 45 36 59 107 31 58 85 406 325 134 25 176 37 78 32 273 75 36 38 161
leaf_count=35 321 85 58 26 62 25 26 46 34 45 45 36 59 107 31 58 85 406 325 134 25 176 37 78 32 273 75 36 38 161
internal_value=6.70906e-05 -0.000373879 0.00202174 -5.26078e-05 0.00284282 0.00345013 -0.000293774 -0.000117108 -0.000303365 0.00274434 0.00247458 0.00141463 -0.000402264 -0.000289818 0.00168582 -0.00012351 -0.000226252 -9.08412e-05 8.09052e-05 0.00277108 0.00328788 0.00255445 0.0055873 -0.00106452 0.000669655 0.000841443 -0.00235135 -0.000761906 0.00157219 -0.000612677
internal_weight=2980 2439 541 2118 428 370 1868 1731 1624 308 107 81 1590 1531 250 1424 1378 1320 1235 165 263 201 62 113 668 636 137 62 363 567
internal_count=2980 2439 541 2118 428 370 1868 1731 1624 308 107 81 1590 1531 250 1424 1378 1320 1235 165 263 201 62 113 668 636 137 62 363 567
cat_boundaries=0 30 47 49 67 93 95 96
cat_threshold=0 10 4 134217728 1073815552 0 0 2147483648 0 32768 0 131072 8192 1536 268435456 0 0 0 4096 2048 0 0 4194304 0 0 32768 4 0 0 4096 0 0 537919488 2099204 0 0 0 0 33556480 32 0 256 0 0 0 0 4224 0 12304 268566528 268435472 1073741824 128 0 134217728 0 8192 65536 0 0 0 144 0 0 0 0 128 1073741824 0 0 0 0 0 0 0 0 0 0 0 0 1048576 0 4096 0 0 33554432 0 0 524288 0 8 0 1073741824 1073741824 8320 404
is_linear=0
shrinkage=0.04


Tree=740
num_leaves=31
num_cat=10
split_feature=7 12 9 7 9 2 2 3 2 0 0 7 2 0 2 2 12 3 0 2 12 13 2 0 12 2 3 2 3 2
split_gain=1.49561 0.947014 0.729161 0.503858 0.488346 0.520287 0.745127 0.413367 0.446409 0.665288 0.392429 0.410693 0.614357 0.340613 0.454302 0.562766 0.333748 0.320426 0.280434 0.325839 0.386888 0.565004 0.297952 0.280018 0.269874 0.323224 0.267686 0.268082 0.257797 0.790058
threshold=0 1 2 3 4 19.500000000000004 7.5000000000000009 2001.5000000000002 99.000000000000014 36.400000000000006 44.07500000000001 5 67.500000000000014 9.5000000000000018 59.500000000000007 81.500000000000014 6 2014.5000000000002 35.600000000000009 32.500000000000007 7 8 17.500000000000004 18.500000000000004 9 44.500000000000007 2018.5000000000002 8.5000000000000018 2016.5000000000002 10.500000000000002
decision_type=9 9 9 9 9 10 8 8 10 10 10 9 10 10 10 10 9 8 10 10 9 9 10 10 9 8 8 10 8 8
left_child=2 3 7 24 13 6 -6 -1 9 -9 11 12 -3 -5 17 -16 -4 -15 23 20 21 -20 -23 -19 25 -2 -18 -28 -11 -30
right_child=1 10 16 4 5 -7 -8 8 -10 28 -12 -13 -14 14 15 -17 26 18 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=4.3645800079261193e-06 -6.4330996576220722e-06 -3.2649647160114884e-05 -4.7951125921126215e-06 0.010099006172942826 -0.00017267224821323411 -5.9732643359566295e-05 4.8285319515445436e-05 0.00034848354076615849 0.00095249716307052796 1.9166680441801566e-05 2.1607926731699716e-05 -2.1263748481164048e-05 2.2761134060385048e-05 -0.00015753426737377105 0.00091328535435438536 7.1241777081405062e-06 -4.1827084756741594e-05 4.0009136343871095e-06 3.8435431171550971e-05 -0.00018206214939775342 5.0421149335203312e-05 -0.00042388440537132052 5.3538567761595315e-05 -0.00049273891558579864 -1.26798535624319e-05 1.0433160397015492e-05 7.1252731420790311e-07 1.8890685176860311e-05 3.7419629628878774e-05 -0.0023326894629990816
leaf_weight=36 92 108 107 27 51 74 101 30 36 30 92 702 35 111 33 130 27 60 125 50 133 103 27 79 336 41 27 46 30 30
leaf_count=36 92 108 107 27 51 74 101 30 36 30 92 702 35 111 33 130 27 60 125 50 133 103 27 79 336 41 27 46 30 30
internal_value=0.000111339 -0.000253868 0.00235122 0.000345959 0.000810761 0.00243038 0.00386928 0.00409852 0.00519745 0.00396694 -0.00125317 -0.00153664 0.000441558 0.000368953 0.000230046 0.00212195 0.000605504 -0.000220611 0.000159169 0.000656035 0.00104884 7.51871e-05 -0.00170213 -0.0014 -0.000741668 0.000749999 0.00216216 0.00362162 0.0021978 0.000655737
internal_weight=2909 2510 399 1573 1104 226 152 192 156 120 937 845 143 878 851 163 207 688 577 438 388 255 130 139 469 133 100 73 90 60
internal_count=2909 2510 399 1573 1104 226 152 192 156 120 937 845 143 878 851 163 207 688 577 438 388 255 130 139 469 133 100 73 90 60
cat_boundaries=0 12 14 16 33 35 43 44 45 46 47
cat_threshold=268435456 268435585 0 8704 0 134217728 0 8192 2048 134225952 40992 8448 84001794 32 0 18432 0 0 68157440 2099200 2 0 131072 131072 33554432 0 0 0 0 268435456 0 0 4224 1073741824 22564 0 0 67108864 0 0 0 0 131072 98626 33794 2 67158016
is_linear=0
shrinkage=0.04


Tree=741
num_leaves=31
num_cat=9
split_feature=7 8 7 2 2 2 4 0 2 0 0 9 6 4 0 3 3 2 2 8 15 2 13 0 2 13 3 2 2 2
split_gain=1.60424 1.20273 0.88851 0.814793 0.594177 0.550086 0.479372 0.367408 0.462374 0.527446 0.366324 0.353372 0.547518 0.485394 0.344467 0.413508 0.335121 0.322223 0.284881 0.281856 0.2745 0.293534 0.457783 0.255626 0.224932 0.271845 0.518106 0.273387 0.235562 0.183751
threshold=0 1 2 47.500000000000007 37.500000000000007 106.50000000000001 54014.000000000007 35.600000000000009 13.500000000000002 44.07500000000001 40.250000000000007 3 4 33.000000000000007 44.07500000000001 2001.5000000000002 2003.5000000000002 163.00000000000003 7.5000000000000009 5 6 3.5000000000000004 7 30.500000000000004 79.500000000000014 8 1994.5000000000002 16.500000000000004 14.500000000000002 6.5000000000000009
decision_type=9 9 9 10 10 8 10 10 8 10 10 9 9 10 10 8 8 10 10 9 9 10 9 10 10 9 10 10 10 10
left_child=3 5 -3 4 7 24 11 -1 10 -10 18 12 -4 14 15 -13 -5 -7 -9 -14 21 -21 -23 -24 25 26 28 29 -2 -27
right_child=1 2 6 16 -6 17 -8 8 9 -11 -12 13 19 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00017386337400854553 4.8215277401565807e-05 -3.6543246022538942e-05 -0.00016954855958525579 2.3431338343031468e-05 3.5288338967895871e-05 0.00031585402661127646 -0.00012233658627689692 -8.2699029925199108e-07 4.3455699080431005e-06 -0.00061548158258032358 2.4203441942809339e-05 2.8676072535324025e-05 -8.7587760688855588e-05 8.1207973421310907e-05 3.8266474059301589e-05 -1.3434353151710196e-06 -1.0208624192162173e-05 1.3836291159471568e-05 5.0102419192619482e-05 0.00028474348216784412 -8.3343086500963972e-06 5.3704582619001119e-05 9.0021781471649755e-07 -0.00081795706480646251 -0.00016151269872011231 5.6374878514564177e-06 -0.00024304537381955664 1.3862514927962009e-05 7.3535299907078042e-06 -0.00036390393452936725
leaf_weight=57 38 300 213 25 27 49 77 39 93 32 30 34 123 40 34 349 114 42 40 46 378 189 139 98 40 52 26 89 74 60
leaf_count=57 38 300 213 25 27 49 77 39 93 32 30 34 123 40 34 349 114 42 40 46 378 189 139 98 40 52 26 89 74 60
internal_value=9.90493e-05 -0.000303879 -0.000728706 0.00224786 0.00341066 0.00149688 -0.000369729 0.00286301 0.00214468 0.00047619 0.00403636 -0.000226278 -0.000588138 0.000709401 0.000315789 -3.1251e-05 -0.000257144 0.00430435 0.00255 -0.000174798 9.29143e-05 0.000728778 0.000412177 -0.000758065 0.000852631 0.00118823 0.0024698 0.00016981 0.00382301 -0.00113274
internal_weight=2947 2490 2020 457 318 470 1720 291 234 125 109 1643 1186 457 417 383 139 91 79 973 850 472 426 237 379 339 138 201 112 112
internal_count=2947 2490 2020 457 318 470 1720 291 234 125 109 1643 1186 457 417 383 139 91 79 973 850 472 426 237 379 339 138 201 112 112
cat_boundaries=0 17 43 60 62 63 87 88 89 90
cat_threshold=268566530 268435584 1073750016 8704 0 134217728 0 8192 0 134225920 40960 384 16 0 0 32 4112 268435456 0 0 0 2147483648 0 0 2147483648 0 32768 0 2052 2048 1536 0 0 0 0 0 0 256 0 4194304 0 0 49152 0 16 68157440 2052 2 0 0 268435456 2048 536870912 32 2097152 0 0 0 0 1073741824 1073741824 6148 84 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 4096 0 0 0 0 8 67633152 12 4
is_linear=0
shrinkage=0.04


Tree=742
num_leaves=31
num_cat=12
split_feature=8 12 2 9 7 8 7 2 2 2 3 16 2 2 9 3 2 2 12 5 2 2 3 12 5 8 3 2 6 3
split_gain=1.73205 0.856659 0.98819 0.739171 0.684777 0.426955 0.366359 0.581376 0.340346 0.301288 0.273273 0.408049 0.348489 0.309617 0.272078 0.669621 0.448115 0.57458 0.315328 0.537569 0.413558 0.372144 0.281407 0.342079 0.273759 0.271846 0.225682 0.217836 0.213008 0.317438
threshold=0 1 122.50000000000001 2 3 4 5 24.500000000000004 283.00000000000006 7.5000000000000009 2006.5000000000002 6 44.500000000000007 6.5000000000000009 7 2023.5000000000002 16.500000000000004 5.5000000000000009 8 1.0000000180025095e-35 84.500000000000014 108.50000000000001 2014.5000000000002 9 2.5000000000000004 10 2006.5000000000002 21.500000000000004 11 2019.5000000000002
decision_type=9 9 8 9 9 9 9 10 8 8 8 1 10 10 9 8 10 8 9 10 10 10 10 9 8 9 8 10 9 8
left_child=1 25 3 -3 26 -6 7 9 -4 -7 -5 12 13 -12 15 -8 17 -17 20 28 22 -22 23 -16 -25 -1 -2 -27 29 -20
right_child=4 2 8 10 5 6 14 -9 -10 -11 11 -13 -14 -15 18 16 -18 -19 19 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00055444765679481169 4.2414790671109397e-06 -3.0985499127169062e-05 8.1695396011570415e-05 -1.2547544266469967e-05 -9.8810412942531299e-06 -3.9985145560456765e-05 -2.9560811069618729e-05 -2.0120065032216415e-05 2.1394718282215955e-05 4.2971123133538277e-05 3.8708096675953995e-05 -8.8114978363780001e-07 3.6162670828359838e-05 1.6989302884493812e-05 1.1904702581609595e-05 0.002503894195115838 3.5711382537278313e-05 -5.5017781398447595e-06 -0.00016003901118550958 -0.00011312402489462645 1.558434971040881e-05 2.2893153717238766e-05 1.1416737832347856e-05 1.1445010091411937e-05 -7.5755485662791811e-05 1.9092036770899798e-05 -3.9868963602953945e-05 -1.3849469798946552e-06 -1.183380899568931e-05 1.9318044870995903e-05
leaf_weight=104 25 105 32 27 115 25 51 38 71 42 34 50 42 112 282 25 37 31 60 94 37 47 56 52 337 61 210 53 564 130
leaf_count=104 25 105 32 27 115 25 51 38 71 42 34 50 42 112 282 25 37 31 60 94 37 47 56 52 337 61 210 53 564 130
internal_value=-0.000147798 0.00158974 0.00253719 0.00161725 -0.000684003 -0.000438546 -0.000287651 0.00189655 0.00603846 0.00429412 0.00268116 0.00321339 0.00406349 0.00310204 -0.00042558 0.0011871 0.00327659 0.000982455 -0.000572456 -0.00110827 -4.86712e-06 0.00263529 -0.000313188 -0.000541668 -0.00129 -0.000489084 -0.00268293 0.000831999 -0.000762915 0.000398009
internal_weight=2949 691 473 370 2258 2023 1908 105 103 67 265 238 188 146 1803 144 93 56 1659 848 811 84 727 671 389 218 235 114 754 190
internal_count=2949 691 473 370 2258 2023 1908 105 103 67 265 238 188 146 1803 144 93 56 1659 848 811 84 727 671 389 218 235 114 754 190
cat_boundaries=0 27 29 31 48 74 90 91 93 95 96 119 120
cat_threshold=268435456 12 0 134217728 3221225472 1 0 2147483648 0 32768 0 131076 0 1536 0 0 0 0 4096 2048 256 0 4194304 0 0 16384 64 68240672 2 0 12292 1 128 0 2099204 0 0 0 268435456 33554432 0 32 256 0 0 0 0 1073741840 0 2048 0 0 0 0 0 0 1 0 0 0 8192 0 0 0 0 0 0 8192 0 0 0 8 0 1073741824 268566528 1 8192 0 0 0 0 8192 0 0 0 0 16 0 0 32 2 256 4 68272192 34 68173888 0 4 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 256 0 4194304 84
is_linear=0
shrinkage=0.04


Tree=743
num_leaves=31
num_cat=14
split_feature=8 7 7 12 17 9 12 0 3 13 12 11 1 0 0 18 12 4 11 4 5 0 5 1 0 4 0 1 12 0
split_gain=1.4839 1.08049 0.718064 0.639745 0.417858 0.539728 1.75952 0.628499 0.720217 0.505938 1.0724 0.410898 0.369498 0.347658 0.347256 0.342752 0.315077 0.356446 0.306505 0.305787 0.237883 0.233627 0.377021 0.198659 0.173176 0.36563 0.26399 0.170417 0.169906 0.267597
threshold=0 1 2 3 4 5 6 40.250000000000007 2019.5000000000002 7 8 9 5.5000000000000009 39.07500000000001 26.500000000000004 10 11 1.0000000180025095e-35 12 6050.0000000000009 1.0000000180025095e-35 40.675000000000004 1.0000000180025095e-35 5.5000000000000009 35.850000000000009 12415638000.000002 44.07500000000001 4.5000000000000009 13 18.500000000000004
decision_type=9 9 9 9 9 9 9 10 8 9 9 9 10 10 10 9 9 10 9 8 10 10 10 10 10 8 10 10 9 10
left_child=3 -2 12 -1 -4 7 20 9 -9 10 -6 19 24 14 -5 27 -11 18 23 -8 -7 22 -15 -18 -3 -26 -27 -10 29 -12
right_child=1 2 4 13 5 6 11 8 15 16 28 -13 -14 21 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-5.6355605593096232e-06 -2.4235527413525509e-05 -5.8833196170381077e-05 -0.00012903947991342062 1.3039564123816182e-05 -0.00019536891158439574 0.0002361717185648892 -0.00019844640662940901 -0.0014660077483236462 3.2927227151670898e-05 -5.5210334520700902e-05 -8.9702969547308438e-06 -1.5924411217274603e-05 3.2344697616412717e-05 3.2268385026075879e-05 -3.3204622775922785e-06 6.9521450201801946e-05 -8.2130158085975112e-05 -3.6412945463677736e-05 1.6290912906977787e-05 3.6926723307736282e-05 2.3703761769272658e-05 4.2081154635994048e-06 5.0598092401069937e-06 7.5529153553881266e-06 -4.0123528308721906e-05 1.0910997246681171e-05 -8.2965777537338174e-05 -0.00091118362050026367 6.7242203454151549e-06 3.1662128384118728e-05
leaf_weight=101 374 30 121 37 116 71 29 30 28 403 38 156 31 78 56 84 207 46 153 120 34 40 43 66 43 93 31 40 160 87
leaf_count=101 374 30 121 37 116 71 29 30 28 403 38 156 31 78 56 84 207 46 153 120 34 40 43 66 43 93 31 40 160 87
internal_value=-3.52911e-05 -0.000370485 -3.05216e-05 0.00234973 -0.000278001 -0.000123471 0.00114014 -0.000484684 0.00170492 -0.00080188 0.00037864 -0.000443039 0.00204184 0.00341132 0.00157447 0.00282353 -0.00133183 -0.000596274 -0.000243561 0.001025 0.00534483 0.00466667 0.00554098 -0.00102817 0.00147475 0.00197619 0.003072 0.000695651 0.00168919 0.00279412
internal_weight=2946 2591 2217 355 1989 1868 410 1458 182 1276 401 305 228 254 93 152 875 472 426 149 105 161 121 273 197 167 124 68 285 125
internal_count=2946 2591 2217 355 1989 1868 410 1458 182 1276 401 305 228 254 93 152 875 472 426 149 105 161 121 273 197 167 124 68 285 125
cat_boundaries=0 26 44 62 63 64 66 68 69 70 71 72 73 74 75
cat_threshold=2147483648 4 0 134217728 2147483648 0 0 2147483648 0 32768 0 2052 0 0 268435456 0 0 0 0 2048 0 0 4194304 0 0 49152 0 0 605028352 2099204 2 134217728 0 268443648 33556480 0 32 0 0 0 0 0 0 128 268435458 128 1073741824 512 32 0 0 0 0 134217760 8192 0 16 0 0 0 0 256 68224288 2 0 10420 66816 32 4 42240 4 4 16787810 36 16861216
is_linear=0
shrinkage=0.04


Tree=744
num_leaves=31
num_cat=12
split_feature=7 5 8 15 17 12 4 12 4 12 5 3 0 0 4 8 3 0 7 13 12 3 3 3 3 0 3 12 4 0
split_gain=1.11785 1.40153 1.053 0.819112 0.821323 0.601667 0.587597 0.586215 0.558137 0.430698 0.4163 0.397503 0.4191 0.27866 0.265398 0.263445 0.259798 0.220156 0.20821 0.343557 0.2822 0.251199 0.188632 0.187561 0.182511 0.179079 0.174997 0.166181 0.246514 0.315823
threshold=0 3.5000000000000004 1 2 3 4 45.000000000000007 5 14469800500.000002 6 1.5000000000000002 2016.5000000000002 35.250000000000007 36.400000000000006 2114435000.0000002 7 1997.5000000000002 25.500000000000004 8 9 10 2002.5000000000002 2007.5000000000002 2018.5000000000002 2019.5000000000002 24.500000000000004 2003.5000000000002 11 4683340000.000001 40.250000000000007
decision_type=9 8 9 9 9 9 10 9 8 9 10 8 10 10 8 9 10 10 9 9 9 10 10 10 8 10 10 9 8 10
left_child=1 -1 -2 4 16 -3 7 13 -7 10 14 -10 -13 17 -5 -11 -4 -6 -9 21 26 -20 -8 -22 -15 -16 -21 28 -17 -30
right_child=2 5 3 9 6 8 22 18 11 15 -12 12 -14 24 25 27 -18 -19 19 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.2695533707418248e-05 -4.7139014060786285e-05 -5.1450839960475676e-05 2.3152062441260876e-05 7.1234606075703421e-05 1.1673175795424584e-05 2.1649919670992615e-05 -9.0235270652081617e-05 -1.8901963833692014e-05 2.7225763453407834e-05 -3.739775333723036e-05 -0.00021363579520521404 7.3904450396581836e-05 -3.2948038114918146e-06 4.7805597654813494e-06 -1.3082378410668007e-05 -5.8900866060687685e-05 1.839570537582112e-05 -0.00010573438316779307 2.1807288842192324e-05 1.0055332074387073e-05 -3.0421240958342867e-05 -3.5454333577511177e-05 -2.4636065893417516e-06 1.5288930418358328e-05 3.5132857660783331e-05 6.2608863030728978e-06 -0.0001933888494357449 -1.0818062366148059e-05 -6.7481419498551173e-06 1.1659216508742004e-05
leaf_weight=33 109 104 68 38 202 43 77 120 38 122 56 33 79 143 57 66 50 31 172 189 217 61 27 28 270 115 26 217 110 41
leaf_count=33 109 104 68 38 202 43 77 120 38 122 56 33 79 143 57 66 50 31 172 189 217 61 27 28 270 115 26 217 110 41
internal_value=0.000309887 0.00246334 2.74485e-05 0.000202067 0.000706855 0.00165101 0.000449808 0.000660273 0.00288235 -0.000825931 0.000490974 0.0018543 0.000637167 0.00154642 0.00132701 -0.00145326 0.00378294 0.000461538 -6.31077e-05 0.000210226 -0.000424629 0.00142623 -0.0024381 -0.00132813 0.00219324 0.000647398 0.000619468 -0.000934832 -0.000122808 0.000763157
internal_weight=2942 330 2612 2503 1681 297 1563 1459 193 822 266 150 112 646 210 556 118 233 813 693 460 233 104 245 413 172 215 434 217 151
internal_count=2942 330 2612 2503 1681 297 1563 1459 193 822 266 150 112 646 210 556 118 233 813 693 460 233 104 245 413 172 215 434 217 151
cat_boundaries=0 17 46 47 48 49 51 53 76 86 87 89 90
cat_threshold=131075 268435456 33562624 128 524320 134217728 0 536879104 0 8208 40960 0 0 0 0 32 144 0 0 0 0 0 0 524288 0 0 0 0 33554432 0 0 0 0 0 0 33554432 8192 0 0 0 8 0 1073741824 0 0 524416 2349334528 38 99424 108640 2 84983872 2 0 2056 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 1 67108864 2048 0 0 0 0 65536 32 4 68174848 32 9474
is_linear=0
shrinkage=0.04


Tree=745
num_leaves=31
num_cat=11
split_feature=7 8 12 2 7 12 2 2 7 13 12 3 2 3 1 12 3 2 6 2 12 2 2 2 2 2 2 2 1 2
split_gain=1.46481 1.27444 0.896908 1.18611 0.636932 0.599723 0.510256 0.351348 0.346608 0.356575 0.432748 0.418115 0.691138 0.328549 0.324788 0.314637 0.435205 0.309337 0.277871 0.388173 0.324294 0.267069 0.450427 0.248255 0.601561 0.241113 0.238532 0.37795 0.22329 0.491912
threshold=0 1 2 8.5000000000000018 3 4 41.500000000000007 7.5000000000000009 5 6 7 2012.5000000000002 37.500000000000007 1980.5000000000002 5.5000000000000009 8 2020.5000000000002 59.500000000000007 9 42.500000000000007 10 19.500000000000004 8.5000000000000018 34.500000000000007 11.500000000000002 6.5000000000000009 10.500000000000002 27.500000000000004 5.5000000000000009 119.00000000000001
decision_type=9 9 9 10 9 9 10 8 9 9 9 8 10 10 8 9 8 10 9 8 9 8 10 8 10 8 10 10 8 8
left_child=2 5 3 7 17 23 -7 -1 -6 10 14 -12 21 -5 26 -11 -17 -3 19 -18 25 22 -13 24 -2 -20 -10 -28 29 -22
right_child=1 4 -4 13 8 6 -8 -9 9 15 11 12 -14 -15 -16 16 18 -19 20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.9002815990511276e-05 3.4496381705344263e-05 3.1746086474395641e-05 -3.3277253479226941e-05 -2.263178487655365e-05 -7.4165461664890486e-05 -1.1295106242203753e-05 1.3429029604033122e-05 0.00079644377030576479 3.4603298935838086e-05 -2.4033507583413751e-05 -1.7674947245879283e-05 -0.00025678309660299119 3.6123159076391612e-05 1.741840889058828e-05 -0.0011045514820847281 -2.0589711844635147e-05 4.5604352096799015e-05 -1.921183812115146e-05 -0.0014764654146190487 -4.2322702629145295e-05 3.1853569768311885e-05 -0.00026458295038137014 0.00023840946084517878 3.3492934078762272e-05 4.0723121332030421e-06 -7.1243033776890837e-06 -0.00018812834641567612 1.7658274105975476e-05 -4.1076943726079816e-06 6.4628543973557861e-06
leaf_weight=38 53 92 412 152 114 114 59 29 46 350 51 36 74 50 32 133 100 25 37 32 190 35 37 62 47 189 63 81 103 25
leaf_count=38 53 92 412 152 114 114 59 29 46 350 51 36 74 50 32 133 100 25 37 32 190 35 37 62 47 189 63 81 103 25
internal_value=9.64351e-05 0.000602464 -0.00150867 0.000299999 0.000183189 0.00283237 0.00102174 0.00488235 -1.84023e-05 0.000137845 0.00107296 0.0022459 0.00323497 -0.00122168 -0.000206009 -0.000235898 0.000199999 0.00290625 0.000614475 0.00218182 0.000187386 0.00117431 0.00254054 0.00457803 0.00356436 -0.000945149 0.000418847 -0.000386208 0.00099696 0.00175926
internal_weight=2861 2180 681 269 1845 335 173 67 1728 1614 455 233 182 202 222 1159 809 117 676 132 544 108 73 162 100 226 190 144 318 215
internal_count=2861 2180 681 269 1845 335 173 67 1728 1614 455 233 182 202 222 1159 809 117 676 132 544 108 73 162 100 226 190 144 318 215
cat_boundaries=0 18 47 49 66 68 85 86 87 89 90 92
cat_threshold=268435459 0 1056768 2623488 524290 8256 33554432 272629760 67584 1056 32800 64 128 0 0 0 4112 256 0 2048 0 0 2147483648 0 262144 2147483648 0 0 0 0 10240 512 0 0 0 0 0 2048 0 0 4194304 0 0 49152 64 0 524288 16867392 34 0 1 0 0 0 134217728 0 8192 0 134225920 0 0 16 0 0 32 128 67141634 32 0 0 536870912 4 32 0 0 0 33554432 0 0 256 0 0 0 0 1073741824 4 16877920 67240032 32 130 100608 2
is_linear=0
shrinkage=0.04


Tree=746
num_leaves=31
num_cat=11
split_feature=7 7 2 6 2 1 2 12 3 6 7 4 5 4 9 2 5 12 2 3 5 3 12 2 2 2 2 13 16 2
split_gain=1.82268 0.707706 0.82103 0.89935 1.20781 1.23405 0.817985 0.465022 0.774541 0.640941 0.515878 0.476843 0.453225 0.903723 0.418966 0.385574 0.455221 0.369316 0.340713 0.291359 0.291045 0.288491 0.271893 0.46882 0.286871 0.565468 0.200907 0.246928 0.289954 0.235748
threshold=0 1 101.50000000000001 2 147.50000000000003 5.5000000000000009 50.500000000000007 3 2005.5000000000002 4 5 925740000.00000012 5.5000000000000009 14469800500.000002 6 15.500000000000002 1.5000000000000002 7 4.5000000000000009 2010.5000000000002 4.5000000000000009 2006.5000000000002 8 46.500000000000007 45.500000000000007 30.500000000000004 72.500000000000014 9 10 39.500000000000007
decision_type=9 9 8 9 10 8 8 9 8 9 9 8 8 8 9 8 8 9 10 8 8 10 9 10 10 10 10 9 1 10
left_child=-1 6 7 4 5 -4 12 8 -3 -10 22 -11 -2 -14 15 16 -12 26 -19 -15 -17 -5 23 -9 25 -24 27 28 29 -16
right_child=1 2 3 21 -6 -7 -8 10 9 11 14 -13 13 19 17 20 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.592193332820314e-05 4.6467760004926215e-05 0.00014793874972025061 0.00025188166060566118 -3.6616065950672401e-06 5.9769852516736916e-06 5.4080610077348575e-06 -4.5334392976639469e-07 -0.00021027897390860773 -5.8321184314552905e-06 -0.00034358372923405065 -5.1388996892052088e-07 6.5260782017507901e-05 6.5794132246874883e-05 2.3566548987781116e-05 1.6982944629235457e-05 -9.7774246266999675e-05 2.2624538696185131e-05 -3.4045957327061745e-07 -8.4888629782809335e-05 -0.00011627951007511046 6.4680040411473739e-06 1.2062478308292374e-05 3.7542328883902074e-05 2.883285361479849e-05 -2.3996797902725577e-06 0.00097319839020962035 -0.00017072431807985055 -1.022306844410344e-05 -0.0011809887375309729 -2.8842470543464902e-05
leaf_weight=325 26 32 39 213 71 31 107 91 271 35 53 155 29 28 88 62 58 82 388 48 52 29 162 40 78 36 40 237 26 27
leaf_count=325 26 32 39 213 71 31 107 91 271 35 53 155 29 28 88 62 58 82 388 48 52 29 162 40 78 36 40 237 26 27
internal_value=0.000217567 0.000568619 0.000355628 0.00205208 0.00444737 0.0084507 0.00260241 3.37627e-05 0.0010873 0.000683982 -0.000313522 0.00238806 0.00481818 0.0035849 -0.000758008 0.000762711 0.00246428 -0.00114794 -0.00191268 0.00124675 -0.000834784 0.000442687 0.000889951 -0.00059155 0.00158885 0.00245226 -0.000261073 2.11072e-05 0.00128947 0.00224138
internal_weight=2959 2634 2396 383 141 70 238 2013 493 461 1520 190 131 105 1113 225 111 888 470 76 114 242 407 131 276 198 418 378 141 115
internal_count=2959 2634 2396 383 141 70 238 2013 493 461 1520 190 131 105 1113 225 111 888 470 76 114 242 407 131 276 198 418 378 141 115
cat_boundaries=0 18 34 35 36 37 55 57 58 59 60 61
cat_threshold=16384 0 1073750016 2048 2 64 0 268435456 0 536870912 32 2097152 268435600 268435456 0 0 4224 128 2 268435456 33554432 0 32 134217728 0 8192 33554432 134217744 8192 128 0 0 0 32 12 49440 92 131072 128 537919488 0 0 0 0 537001984 65536 0 0 0 0 0 0 0 1073741824 256 1073742081 4224 17900608 67243072 4 2
is_linear=0
shrinkage=0.04


Tree=747
num_leaves=31
num_cat=9
split_feature=7 8 0 18 12 4 11 7 12 12 4 2 2 0 2 2 2 2 2 0 2 7 2 0 2 4 4 2 2 0
split_gain=1.42099 0.935038 0.999824 0.692945 0.487127 0.434603 0.393795 0.507948 0.613103 0.521454 0.505806 0.505569 0.374696 0.371996 0.325173 0.316736 0.308462 0.278552 0.266795 0.334573 0.333264 0.263004 0.297618 0.497647 0.245793 0.234866 0.23115 0.224154 0.210395 0.534202
threshold=0 1 39.07500000000001 2 3 8.0000000000000018 4 5 6 7 4850.0000000000009 2.5000000000000004 8158.0000000000009 35.250000000000007 44.500000000000007 34.500000000000007 12.500000000000002 37.500000000000007 30.500000000000004 39.07500000000001 24.500000000000004 8 23.500000000000004 39.07500000000001 203.50000000000003 925740000.00000012 1009900000.0000001 10.500000000000002 90.500000000000014 16.750000000000004
decision_type=9 9 10 9 9 10 9 9 9 9 10 10 8 10 10 8 10 10 8 10 10 9 8 10 10 10 10 10 8 10
left_child=4 2 -2 17 5 15 10 9 11 -8 12 -9 24 -13 16 -1 -5 26 20 -20 27 22 23 -6 -3 -10 -4 -11 29 -17
right_child=1 6 3 14 21 -7 7 8 25 18 -12 13 -14 -15 -16 28 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6757712140354723e-06 -0.00093182592635431168 1.3283566071416561e-05 -9.826403413581942e-08 3.161725974974189e-05 -6.3820534847128306e-05 -1.8503179728668328e-06 2.0551796693916571e-05 0.00022991454278979681 -5.8408215559731855e-05 2.2404872137742953e-06 -0.00016830734892136229 -0.00090554417043303605 2.069143540927752e-05 4.2910912271210614e-05 4.0489764085220738e-05 -1.0459358474648184e-05 1.0357243546888934e-05 -3.5768901130429425e-05 -6.8061625846556218e-05 2.1937588128532454e-05 8.3081576102891696e-05 -3.293932231940915e-05 -3.7504741982638937e-05 9.1566605622910339e-05 -0.00019586740420285013 8.9504149833128352e-06 3.1955644849420343e-05 -4.891325441560631e-05 -8.920574800665279e-07 1.2805170301944359e-05
leaf_weight=177 44 814 26 29 70 42 114 26 407 31 59 36 34 49 26 44 26 28 78 25 26 235 175 47 29 37 42 42 79 49
leaf_count=177 44 814 26 29 70 42 114 26 407 31 59 36 34 49 26 44 26 28 78 25 26 235 175 47 29 37 42 42 79 49
internal_value=0.00010044 0.000690534 0.00308621 0.0045618 -0.00119699 -0.000109454 0.000380637 -0.000231293 -0.000954065 0.00102752 0.000946145 0.00160656 0.00119818 0.000232557 0.00726829 0.000354285 0.00535714 0.0022268 -0.000225353 -0.00165385 0.00124 -0.00198513 -0.00108251 0.000440677 0.00102844 -0.00161758 0.0035942 -0.000162163 0.00157225 0.00285106
internal_weight=2946 2028 221 177 918 391 1807 871 555 316 936 111 877 85 81 349 55 96 202 103 99 527 292 117 843 444 68 73 172 93
internal_count=2946 2028 221 177 918 391 1807 871 555 316 936 111 877 85 81 349 55 96 202 103 99 527 292 117 843 444 68 73 172 93
cat_boundaries=0 18 44 45 46 49 66 67 68 85
cat_threshold=0 128 537919488 2099204 2 2114 0 272760832 33619968 536870912 32 0 268435472 268435456 0 32 1073746048 128 0 2052 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 4096 2048 0 0 0 0 0 268451840 4 108640 67108868 512 524288 131072 0 1073741824 0 524288 0 131072 0 2048 0 0 0 0 0 0 0 16 67257600 16795714 0 128 537919488 2052 0 2 0 131072 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=748
num_leaves=31
num_cat=11
split_feature=8 7 12 2 2 7 12 2 4 4 11 12 12 0 2 2 7 1 2 0 12 2 13 2 2 2 2 2 2 2
split_gain=1.65755 1.06789 0.549196 0.745257 1.22212 0.528653 0.458116 0.703898 0.535418 0.456547 0.594276 0.611376 0.571896 0.458469 0.591228 0.365635 0.362607 0.58726 0.487454 0.479337 0.403384 0.400992 0.561758 0.342852 0.446913 0.309677 0.461123 0.309361 0.290658 0.333361
threshold=0 1 2 28.500000000000004 4.5000000000000009 3 4 272.00000000000006 1511170000.0000002 9950.0000000000018 5 6 7 35.250000000000007 8.5000000000000018 49.500000000000007 8 5.5000000000000009 60.500000000000007 39.07500000000001 9 11.500000000000002 10 15.500000000000002 18.500000000000004 88.500000000000014 44.500000000000007 41.500000000000007 5.5000000000000009 39.500000000000007
decision_type=9 9 9 8 10 9 9 8 8 10 9 9 9 10 8 10 9 8 8 10 9 10 9 10 10 10 10 10 8 10
left_child=2 -2 -1 4 -4 28 7 15 -8 10 12 13 -7 -12 -15 -5 17 18 -13 20 -18 -21 -23 -6 -25 26 -10 -16 -3 -30
right_child=1 5 3 6 23 9 8 -9 25 -11 11 16 -14 14 27 -17 19 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.2414184993273557e-05 -1.096064224106384e-05 -6.5321304717425715e-06 3.1990540019427189e-05 7.2196842896810439e-05 -3.6898674787819722e-05 2.2346764152808592e-05 -1.4474315284772815e-05 9.9788360847548538e-05 3.3497792632244116e-05 -6.0507208713919827e-05 -0.00014444677897595813 -0.00013682656090057595 -7.676534386933239e-06 1.7820771017807419e-05 -0.00010589977707856364 -4.8633964292994033e-05 8.6539948516102988e-06 7.9157189114721903e-05 0.00024584290212666929 -9.3417075830645409e-07 -7.697893879828223e-05 5.1235345467602923e-05 -7.5317293898375182e-07 1.6703238285888968e-05 -5.0693101390849713e-05 1.91114029270472e-05 2.9683445850668491e-05 3.490865970739843e-06 5.3119001541527388e-05 9.6137764747320611e-07
leaf_weight=123 256 25 43 27 111 133 27 29 48 98 245 62 127 128 244 51 109 42 32 191 164 104 135 29 49 50 45 105 46 32
leaf_count=123 256 25 43 27 111 133 27 29 48 98 245 62 127 128 244 51 109 42 32 191 164 104 135 29 49 50 45 105 46 32
internal_value=0.000247337 -0.000258629 0.00204043 0.00262308 0.000995707 5.50901e-05 0.00407194 0.00145763 0.00530387 -0.000101555 4.17115e-05 -0.000256998 0.00177122 -0.00110232 -0.000393306 -0.000405064 0.000475293 0.00228571 0.000673683 9.52372e-05 -0.00121168 0.000928073 0.00201667 -0.000400001 0.00162025 0.00658333 0.00795745 -0.00124572 0.00270175 0.0041519
internal_weight=2910 2278 632 509 232 2022 277 107 170 1919 1821 1561 260 722 477 78 839 136 94 703 273 430 239 189 78 143 93 349 103 78
internal_count=2910 2278 632 509 232 2022 277 107 170 1919 1821 1561 260 722 477 78 839 136 94 703 273 430 239 189 78 143 93 349 103 78
cat_boundaries=0 27 44 46 64 65 68 70 71 88 89 90
cat_threshold=0 2060 0 0 2147491840 0 0 2147483648 0 32768 0 0 2048 512 268435456 0 0 0 4096 0 384 0 0 0 0 32768 68 0 0 67108864 2099200 0 134217792 0 268435456 33556480 0 0 0 128 0 0 0 4096 68157696 32 268566528 0 0 8192 0 0 0 0 0 8192 0 0 0 0 0 0 1073741952 256 65538 49152 1536 524288 16876896 2 98626 0 0 0 0 0 0 0 131072 0 0 0 128 0 0 0 0 16 1198080 4
is_linear=0
shrinkage=0.04


Tree=749
num_leaves=31
num_cat=7
split_feature=7 8 12 4 8 12 2 2 0 2 2 2 1 0 2 2 12 2 2 5 2 2 4 2 0 2 2 6 4 4
split_gain=1.66255 1.04764 0.664515 0.650907 0.474502 0.448171 0.413968 0.599985 0.39458 0.377297 0.320096 0.277319 0.310311 0.376236 0.289625 0.28803 0.262518 0.272221 0.251136 0.245317 0.269097 0.969364 0.278004 0.233287 0.232454 0.338514 0.437911 0.28505 0.333017 0.290916
threshold=0 1 2 52809240000.000008 3 4 17.500000000000004 176.00000000000003 39.07500000000001 4.5000000000000009 11.500000000000002 398.00000000000006 4.5000000000000009 10.500000000000002 1.0000000180025095e-35 100.50000000000001 5 15.500000000000002 14.500000000000002 4.5000000000000009 73.500000000000014 86.500000000000014 22.000000000000004 7.5000000000000009 39.07500000000001 49.500000000000007 66.500000000000014 6 199.50000000000003 3215.5000000000005
decision_type=9 9 9 8 9 9 8 10 10 10 8 10 10 10 10 8 9 10 8 8 10 10 10 8 10 10 10 9 10 10
left_child=16 2 3 18 23 11 -4 -8 -5 -7 -11 12 13 -6 -14 -15 17 -1 -2 -12 -21 -22 -23 -3 -16 27 -27 28 -26 -29
right_child=1 4 6 8 5 9 7 -9 -10 10 19 -13 14 15 24 -17 -18 -19 -20 20 21 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=-1.3378795642893237e-06 -6.8556357018570549e-06 -7.303782963286915e-06 9.7954693976312279e-06 -0.00078086556334874217 1.4390982068212301e-05 -9.2718615488251845e-06 4.8752774108486754e-05 1.3129668870924182e-05 1.3613080348991381e-05 1.6261219608368683e-05 -0.00019111679393191071 -6.0581145698092691e-06 -0.00048961253057215083 3.6508665246195563e-05 -5.2753571809047977e-06 4.8252563113726892e-06 -2.9478231399497814e-05 4.6505949813762185e-06 2.5239044585693671e-05 -4.9771486489675577e-06 2.9034833722402361e-05 5.2209262888460706e-06 -0.0012104959113376668 -7.3304614987165158e-05 -1.1826392504665361e-05 0.00056385444300309788 1.6552755805214729e-05 1.6002131855871894e-05 2.217165662961469e-05 -7.192470537531111e-05
leaf_weight=43 27 41 47 40 45 213 62 28 101 143 45 32 34 25 210 30 336 91 66 416 30 100 25 65 209 36 72 287 38 25
leaf_count=43 27 41 47 40 45 213 62 28 101 143 45 32 34 25 210 30 336 91 66 416 30 100 25 65 209 36 72 287 38 25
internal_value=0.000159297 0.000572113 0.00250262 0.00107755 0.000223264 0.000365251 0.00467567 0.00659341 -0.00059155 -0.00025229 0.000163157 0.00093738 0.00106324 0.00316832 0.000828946 0.00535714 -0.00199584 -0.000386208 0.00370213 -0.000233388 -6.99396e-06 0.00141026 -0.000158731 -0.00225641 0.000970386 0.00133533 0.00337615 0.000935713 -0.000108528 0.00170898
internal_weight=2962 2492 371 234 2121 2015 137 90 141 972 759 1043 1011 100 911 55 470 134 93 616 571 155 125 106 877 667 108 559 247 312
internal_count=2962 2492 371 234 2121 2015 137 90 141 972 759 1043 1011 100 911 55 470 134 93 616 571 155 125 106 877 667 108 559 247 312
cat_boundaries=0 18 45 46 70 71 72 73
cat_threshold=16384 0 1610612736 2099204 0 64 33554432 268435456 65536 0 0 2097408 8388736 268435456 0 0 4096 128 0 2060 0 0 0 0 0 0 0 0 0 133120 0 512 268435456 0 0 0 4096 0 0 0 4194304 0 0 16384 64 67209538 1073741840 0 4 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 2048 0 0 0 8 84002818 67176736 90
is_linear=0
shrinkage=0.04


Tree=750
num_leaves=31
num_cat=13
split_feature=7 8 2 7 2 9 12 2 11 2 4 2 12 2 15 7 2 12 2 12 2 9 2 0 2 2 12 4 2 2
split_gain=1.37645 1.09577 1.07924 0.933459 0.73048 0.682645 1.22778 0.678793 0.692541 0.636958 0.589933 0.518514 0.458114 0.438181 0.433251 0.332714 0.41881 0.457613 0.396583 0.501927 0.323679 0.306385 0.445076 0.304941 0.267497 0.368072 0.225259 0.302927 0.199855 0.191087
threshold=0 1 50.500000000000007 2 2.5000000000000004 3 4 8158.0000000000009 5 4.5000000000000009 16829230000.000002 16.500000000000004 6 20.500000000000004 7 8 104.50000000000001 9 17.500000000000004 10 20.500000000000004 11 5.5000000000000009 36.900000000000006 34.500000000000007 7.5000000000000009 12 4683340000.000001 10.500000000000002 6.5000000000000009
decision_type=9 9 8 9 10 9 9 8 9 10 8 10 9 10 9 9 10 9 8 9 8 9 10 10 10 10 9 8 10 10
left_child=2 4 10 -3 -2 12 9 8 24 -7 -1 29 -5 -12 23 16 17 20 21 -20 -14 22 -17 -13 25 -8 -21 -28 -23 -6
right_child=1 3 -4 5 11 6 7 -9 -10 -11 13 14 15 -15 -16 18 -18 -19 19 26 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.1599081574249031e-05 3.3001242737501741e-05 -1.5512159336004253e-05 -1.865301402173776e-05 -5.0419950693725484e-05 4.1776785921108191e-06 3.3938829222319966e-05 -8.3133172681927475e-06 1.8722040522547447e-05 -8.0154675059977039e-05 0.00020595912371541934 1.8421965626510879e-06 6.0053892846852774e-06 3.1393287708416223e-05 3.9393980954491079e-05 3.7076260246772243e-06 -6.1367290818475276e-06 0.00012889168004985151 3.870304510177471e-05 -0.0010735536742394372 1.9108003861737988e-06 -6.347855289988056e-05 -3.0381739177851763e-05 1.898075259798328e-05 2.3492723924705227e-05 -3.1785848322865562e-05 5.064798520948337e-05 -9.4993023317866115e-05 -6.893763097694497e-06 1.7283752534316478e-05 -0.00018565270156234532
leaf_weight=34 35 221 65 319 42 40 58 28 122 74 74 77 38 43 122 116 29 205 102 122 67 103 141 101 27 78 52 272 57 111
leaf_count=34 35 221 65 319 42 40 58 28 122 74 74 77 38 43 122 116 29 205 102 122 67 103 141 101 27 78 52 272 57 111
internal_value=0.000248655 1.44309e-06 0.00324229 -0.000369852 0.0016994 -9.70412e-05 0.00130594 -3.7038e-05 -0.000629372 0.004672 0.00523684 0.00129515 -0.000472461 0.00383051 0.00225914 -0.000133841 0.000925713 0.000514469 -0.000512296 -0.00122404 -0.00155173 0.000411482 0.00123881 0.00342857 0.00108046 0.00186861 -0.000577681 -0.00112239 -0.000935673 -0.000597404
internal_weight=2975 2759 216 2271 488 2050 427 313 285 114 151 453 1623 117 300 1304 339 310 965 548 105 417 257 178 163 136 446 324 160 153
internal_count=2975 2759 216 2271 488 2050 427 313 285 114 151 453 1623 117 300 1304 339 310 965 548 105 417 257 178 163 136 446 324 160 153
cat_boundaries=0 18 44 62 64 66 67 69 70 79 80 81 83 84
cat_threshold=131074 268435472 33554432 0 2 134217728 0 0 0 16 40960 64 0 0 0 32 0 256 268435456 2052 0 0 2147549184 1 0 2147483648 0 32768 0 131072 8192 0 0 0 0 0 4096 0 128 0 4194304 0 0 49152 0 128 536870912 2048 0 64 0 0 33554432 0 0 256 128 268435456 0 0 4096 128 256 14484 17728 32 4 131328 34 67108864 0 0 0 0 0 0 131072 139264 2048 16811104 67135488 0 2176 17891328
is_linear=0
shrinkage=0.04


Tree=751
num_leaves=31
num_cat=10
split_feature=7 12 9 2 2 12 2 1 2 6 3 0 6 9 12 12 2 2 0 2 1 3 2 2 3 3 9 3 0 2
split_gain=1.36107 0.778614 0.538086 0.675393 1.01197 0.441886 0.409331 0.387681 0.335784 0.421757 0.464645 0.428559 0.299825 0.472652 0.449015 0.427515 0.470254 0.380915 0.332005 0.439877 0.359352 0.424237 0.331326 0.313134 0.280098 0.251182 0.247183 0.239568 0.33645 0.270297
threshold=0 1 2 7.5000000000000009 11.500000000000002 3 30.500000000000004 5.5000000000000009 239.00000000000003 4 2003.5000000000002 29.500000000000004 5 6 7 8 14.500000000000002 79.500000000000014 43.175000000000004 81.500000000000014 5.5000000000000009 2003.5000000000002 6.5000000000000009 4.5000000000000009 2010.5000000000002 2012.5000000000002 9 2015.5000000000002 28.500000000000004 70.500000000000014
decision_type=9 9 9 8 10 9 8 10 8 9 10 10 9 9 9 9 10 10 10 10 10 10 10 10 8 10 9 10 10 10
left_child=5 8 3 -3 -5 6 7 -1 9 11 -11 -2 14 15 18 16 -14 -18 19 20 21 23 -20 -4 -6 -23 -7 28 -16 -30
right_child=1 2 12 4 24 26 -8 -9 -10 10 -12 -13 13 -15 27 -17 17 -19 22 -21 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00016635410804534685 0.0002430201219992105 -0.00041807564294195668 0.00050038776188380759 0.00016343785038789137 -0.00016812064421647114 -3.6522167467843794e-07 6.1500619319783543e-06 2.686263020878291e-05 -3.0208723102488179e-06 0.00014825831187828656 -7.9724318136724745e-07 -0.00038222304258473056 1.822152603338644e-05 -1.220732688030885e-05 4.9217633185607604e-05 -1.3894398937128296e-05 -1.1738439299110704e-05 0.00034245652088875058 1.4978938506170435e-05 4.4729670213442922e-05 6.457378558743509e-05 6.1598955464725109e-05 -0.00012742051010670758 -5.1192999494316658e-06 3.1865563286876067e-05 1.6296288654832641e-06 -6.5932447082475091e-05 1.4924270209494245e-05 -7.9115583792689131e-06 -0.00050724229926336168
leaf_weight=137 48 39 58 38 31 106 197 31 29 79 25 71 131 211 34 224 130 38 36 62 40 25 80 224 54 35 371 28 224 87
leaf_count=137 48 39 58 38 31 106 197 31 29 79 25 71 131 211 34 224 130 38 36 62 40 25 80 224 54 35 371 28 224 87
internal_value=0.000119014 0.000667303 0.000371738 0.00249711 0.00409677 -0.00122861 -0.000159575 -0.00160947 0.00270722 0.00333928 0.00507826 0.00126154 0.000150178 -0.000451008 0.00062288 0.000202246 0.00117419 -0.00018935 0.001331 0.00185168 0.00133681 0.00090962 -0.000547009 0.000254416 0.00162791 0.00393443 -0.00202459 -0.000447918 -0.000751446 -0.00116667
internal_weight=2923 2081 1829 162 123 842 365 168 252 223 104 119 1667 734 933 523 299 168 560 444 382 342 116 282 85 60 477 373 345 311
internal_count=2923 2081 1829 162 123 842 365 168 252 223 104 119 1667 734 933 523 299 168 560 444 382 342 116 282 85 60 477 373 345 311
cat_boundaries=0 18 19 21 23 24 25 27 28 30 32
cat_threshold=0 0 536879104 2361856 0 10304 33554432 131072 33619968 1056 0 384 268435472 0 0 0 1073745936 384 17440 393216 160 1239104 2 26 402 0 18432 67215362 16787778 2 0 16436
is_linear=0
shrinkage=0.04


Tree=752
num_leaves=31
num_cat=7
split_feature=7 17 5 12 2 4 2 0 2 2 2 0 17 15 2 9 0 2 12 3 2 2 3 4 2 3 2 2 2 1
split_gain=0.943466 1.21735 0.900293 0.826119 0.50402 0.467239 0.455032 0.431836 0.42317 0.394905 0.389161 0.437924 0.380389 0.425185 0.539495 0.335499 0.468988 0.306879 0.278437 0.281116 0.433677 0.393911 0.265451 0.291688 0.274171 0.223378 0.379628 0.215983 0.456631 0.201273
threshold=0 1 4.5000000000000009 2 29.500000000000004 15385520000.000002 58.500000000000007 35.250000000000007 572.00000000000011 3.5000000000000004 283.00000000000006 43.675000000000004 3 4 101.50000000000001 5 47.750000000000007 10.500000000000002 6 2013.5000000000002 34.500000000000007 25.500000000000004 2000.5000000000002 8.0000000000000018 24.500000000000004 2003.5000000000002 161.00000000000003 86.500000000000014 69.500000000000014 5.5000000000000009
decision_type=9 9 8 9 10 8 10 10 10 10 8 10 9 9 10 9 10 10 9 10 10 10 10 10 8 8 10 10 10 8
left_child=1 2 -1 4 7 -5 -6 9 27 -2 11 12 -7 14 18 -9 22 -13 -14 20 21 -20 23 24 -17 -3 -27 28 -8 -4
right_child=3 25 29 5 6 10 8 15 -10 -11 -12 17 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.7301211045808968e-05 8.1925379486103524e-06 2.3875010442132864e-05 -2.0485837435466978e-05 -9.8410147083905075e-06 3.2902751036691786e-05 8.9651557477785925e-06 -0.0018278882022563063 -6.9940324287014178e-05 4.680242665166293e-05 -0.00026790235191888166 -1.5071611055131364e-05 4.4331323076463443e-05 -2.3031889566551755e-05 -6.7197208124475933e-05 1.4395044824154478e-05 1.6736382158826991e-05 6.9338654603202311e-05 4.4760946899543672e-06 1.7435127367492128e-05 -0.00012094067284534352 -6.5723197191664101e-05 9.4914442427648031e-05 1.1173667051042293e-05 -0.00015522370485712732 -0.001902247524307864 5.6852524101978605e-06 -0.00010690726330492306 -1.2277285405855243e-05 1.8221714024964948e-05 1.0224890868307456e-05
leaf_weight=44 54 39 34 255 172 143 27 123 37 117 175 39 241 154 38 136 26 61 260 58 153 46 53 37 39 154 35 114 44 25
leaf_count=44 54 39 34 255 172 143 27 123 37 117 175 39 241 154 38 136 26 61 260 58 153 46 53 37 39 154 35 114 44 25
internal_value=0.000118608 0.00209357 0.00550877 -0.000140835 0.000771716 -0.000692779 0.00188354 3.41287e-05 0.000681613 -0.00165116 -0.000403215 -0.000144055 -0.000376601 -0.000665974 -0.000277572 0.000732529 0.00144371 0.00237624 -0.00051647 2.27263e-05 0.000356521 0.00122475 0.000977443 0.000338027 0.00102273 0.0003682 -0.000189475 -0.000107528 0.00161111 0.00273333
internal_weight=2933 331 103 2602 979 1623 394 585 222 171 1368 1193 1093 950 796 414 291 100 758 517 459 306 265 212 175 228 189 185 71 59
internal_count=2933 331 103 2602 979 1623 394 585 222 171 1368 1193 1093 950 796 414 291 100 758 517 459 306 265 212 175 228 189 185 71 59
cat_boundaries=0 18 19 21 22 23 25 27
cat_threshold=0 268435601 33562624 0 0 134217728 0 8192 0 268435472 8192 128 16 0 67108864 32 1073741952 256 10 16834880 2 8 2215641088 0 24596 133120 32
is_linear=0
shrinkage=0.04


Tree=753
num_leaves=31
num_cat=13
split_feature=7 12 9 4 12 4 7 15 0 4 6 12 3 5 6 6 3 7 4 7 1 0 3 0 0 4 6 3 1 0
split_gain=1.04085 0.734547 0.658527 0.92472 0.720504 0.528146 0.386578 0.380173 0.635052 0.522723 0.423967 0.402435 0.351834 0.309976 0.269963 0.262611 0.245074 0.231751 0.209889 0.197873 0.27583 0.194689 0.256404 0.189797 0.448604 0.189361 0.165813 0.358511 0.164991 0.162228
threshold=0 1 2 8.0000000000000018 3 28.000000000000004 4 5 40.250000000000007 38266465000.000008 6 7 2003.5000000000002 2.5000000000000004 8 9 2012.5000000000002 10 390.00000000000006 11 5.5000000000000009 44.07500000000001 2012.5000000000002 38.57500000000001 22.250000000000004 1642125000.0000002 12 2000.5000000000002 5.5000000000000009 37.750000000000007
decision_type=9 9 9 10 9 10 9 9 8 8 9 9 10 8 9 9 8 9 10 9 8 10 10 10 10 10 9 10 8 10
left_child=1 19 4 15 5 14 -6 8 -8 13 12 -12 -11 -9 23 21 -17 28 -5 20 -1 22 -4 24 -2 -20 -13 -28 -3 -16
right_child=2 17 3 18 6 -7 7 9 -10 10 11 26 -14 -15 29 16 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.7031733530209621e-06 6.8903124828261755e-05 4.7090671441459258e-06 1.6388863368306958e-05 3.6780181999721267e-05 -3.7830414535034447e-05 -0.00013617786741203461 -8.0547938690927163e-06 -1.8734244081367112e-07 0.00021282011911552193 0.00011303537061884092 -5.2728551232412256e-05 8.3487556463215911e-06 -0.00012062194116292366 -5.0968203568392981e-05 0.00015321078302733883 9.835831543830978e-06 -3.1222859577905955e-06 -1.7254997534062539e-05 5.3051401221704919e-05 -5.0647123918707847e-05 -0.00016885532887255962 1.8431899518800951e-05 0.00025718236617144224 5.3693572337762364e-05 -0.00011976225884633965 4.1339716252896666e-05 -2.0284777269548201e-05 7.5193845695587544e-06 2.4973318272015852e-05 2.3093317516631198e-06
leaf_weight=86 91 130 172 25 100 67 102 66 56 135 257 135 35 91 25 56 178 139 39 347 28 25 25 70 33 39 138 56 55 145
leaf_count=86 91 130 172 25 100 67 102 66 56 135 257 135 35 91 25 56 178 139 39 347 28 25 25 70 33 39 138 56 55 145
internal_value=0.000209025 -0.00103015 0.000661141 0.00183158 0.000243024 0.00161991 -0.000274113 -4.06664e-05 0.00170414 -0.000359308 7.39753e-05 -0.000442212 0.00176795 -0.0024557 0.00225753 0.00108534 9.79583e-05 0.00042985 0.00526923 -0.00204237 -0.000448001 0.00202575 0.00167677 0.00323902 0.002432 0.0041519 0.000482352 -0.000273172 0.00132653 0.000883977
internal_weight=2946 785 2161 559 1602 431 1171 1071 158 913 756 586 170 157 364 456 234 324 103 461 114 222 197 194 124 78 329 194 185 170
internal_count=2946 785 2161 559 1602 431 1171 1071 158 913 756 586 170 157 364 456 234 324 103 461 114 222 197 194 124 78 329 194 185 170
cat_boundaries=0 18 20 22 23 33 34 35 37 38 39 51 69 70
cat_threshold=268435456 0 605028352 2623488 2 134225984 0 541196288 2048 134217728 0 2097344 268435584 0 0 0 144 128 83952738 32 256 14340 16828448 0 0 0 0 32 0 0 0 65536 32 2281701376 130 196864 34 264 330 0 0 67108864 0 2 0 0 131072 0 0 0 128 0 0 0 2097152 0 8256 0 0 2048 0 0 0 0 0 0 0 128 128 24
is_linear=0
shrinkage=0.04


Tree=754
num_leaves=31
num_cat=16
split_feature=8 7 12 12 4 9 3 12 11 8 9 6 3 4 3 12 11 3 4 11 3 3 1 12 4 12 16 1 3 1
split_gain=1.84829 1.05357 0.93868 0.91765 0.781905 0.501283 0.620609 0.395944 0.377704 0.310723 0.403244 0.338363 0.411278 0.333931 0.348315 0.317919 0.33035 0.28094 0.261045 0.247113 0.233315 0.299175 0.231117 0.219382 0.28966 0.217667 0.235998 0.211951 0.211495 0.195482
threshold=0 1 2 3 1050.0000000000002 4 2016.5000000000002 5 6 7 8 9 2011.5000000000002 38266465000.000008 2011.5000000000002 10 11 1993.5000000000002 850.00000000000011 12 2010.5000000000002 1996.5000000000002 5.5000000000000009 13 2091500000.0000002 14 15 1.0000000180025095e-35 2010.5000000000002 4.5000000000000009
decision_type=9 9 9 9 10 9 8 9 9 9 9 9 8 8 10 9 9 10 10 9 10 10 8 9 10 9 1 10 8 10
left_child=7 2 4 5 17 6 -3 28 -8 -5 11 12 -11 -14 15 -15 -17 -2 22 -7 21 -9 -4 24 -12 26 -10 -18 -1 -27
right_child=1 3 18 9 -6 19 8 20 25 10 23 -13 13 14 -16 16 27 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=1.9411811540013952e-05 2.8133067286160255e-05 -0.00014585675832868086 -3.0622830962630126e-07 1.1772788375472164e-05 4.6582626423755115e-05 -2.3543544006795477e-05 3.5963780290638188e-05 3.1715875776630134e-05 1.6845230511407134e-05 6.6800416072694186e-05 -1.1023150113636978e-05 -8.4584897561852345e-05 -4.9850647478766077e-05 -1.9456296612020767e-05 -0.00019571847404429389 2.699763566526157e-05 0.00033395431204390257 -7.6484831018768781e-05 -0.00017037073778287517 3.8572103246231374e-06 1.2033988566610583e-05 -0.00046858159452664751 1.3870809101772564e-05 6.5380120437225891e-06 3.4901850795208627e-05 -6.9547214208617996e-05 6.0290560694673108e-06 -6.9013709234442102e-05 2.4839392910832315e-05 1.5902572035014925e-05
leaf_weight=32 60 87 101 105 25 135 204 144 51 39 179 325 81 116 48 102 39 34 33 109 30 27 62 102 27 44 79 206 104 174
leaf_count=32 60 87 101 105 25 135 204 144 51 39 179 325 81 116 48 102 39 34 33 109 30 27 62 102 27 44 79 206 104 174
internal_value=0.000517727 0.000144297 0.00226994 -0.000162617 0.00495385 0.000836688 0.00142154 0.00325287 0.00193852 -0.000808697 -0.000985099 -0.00138987 -0.0008162 -0.00109275 -0.000710938 -0.000370691 0.000256982 0.00362105 0.000463767 -0.000690197 0.00186792 0.00137209 0.00114634 0.000275861 -0.000479264 0.00102507 0.0022695 -0.000546876 0.0050068 0.000209606
internal_weight=2904 2567 315 2252 119 883 639 337 552 1369 1264 956 631 592 511 463 347 94 196 244 201 171 163 308 206 348 130 245 136 218
internal_count=2904 2567 315 2252 119 883 639 337 552 1369 1264 956 631 592 511 463 347 94 196 244 201 171 163 308 206 348 130 245 136 218
cat_boundaries=0 27 45 46 48 50 51 54 83 85 86 87 89 92 93 94 95
cat_threshold=268435456 12 0 134217728 2147491840 0 0 2147483648 0 0 0 2048 0 0 268435456 0 0 0 4096 2048 0 0 0 0 0 268451840 64 2 0 1073750016 8192 0 64 0 805314560 0 8208 8192 128 16 0 0 0 1073746048 256 90114 1230944 2 0 14496 141314 4 0 524288 16 0 0 0 0 1 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 0 14356 138 67118080 32772 1024 16388 0 524288 67182594 16448 2
is_linear=0
shrinkage=0.04


Tree=755
num_leaves=31
num_cat=12
split_feature=8 0 9 8 10 0 2 7 7 8 2 9 12 12 0 2 3 2 3 3 2 2 2 2 0 0 12 2 3 9
split_gain=1.75565 1.07569 0.760622 0.67049 0.665039 0.647549 0.510029 0.503578 0.367002 0.405063 0.376676 0.597976 0.447469 0.421493 0.460411 0.378849 0.33378 0.333568 0.297597 0.260223 0.330835 0.353869 0.256641 0.466067 0.256488 0.743137 0.300715 0.346774 0.25007 0.249929
threshold=0 38.20000000000001 1 2 3 43.175000000000004 16.500000000000004 4 5 6 12.500000000000002 7 8 9 35.250000000000007 6.5000000000000009 2015.5000000000002 39.500000000000007 2019.5000000000002 1998.5000000000002 37.500000000000007 50.500000000000007 69.500000000000014 39.500000000000007 45.425000000000004 44.07500000000001 10 8.5000000000000018 2015.5000000000002 11
decision_type=9 10 9 9 9 10 10 9 9 9 10 9 9 9 10 10 8 10 10 8 10 10 10 10 10 10 9 8 8 9
left_child=1 -1 -3 -4 7 6 -5 17 -9 -10 11 -11 16 14 -13 -16 -12 -2 24 -14 28 -22 23 -18 25 26 -15 -28 -21 -23
right_child=4 2 3 5 -6 -7 -8 8 9 10 12 13 19 18 15 -17 22 -19 -20 20 21 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.6551875964119785e-06 3.0393501426977795e-05 -3.4827456447038166e-08 1.1812151024535769e-05 2.0454842389261307e-05 -2.0369551481258013e-05 -7.0443377864797068e-07 3.4158106751456959e-05 -0.00015688367184878469 -4.2128600134130854e-05 -4.0496253500790272e-05 0.00025139985873081722 4.9989650360360122e-06 -0.0012984648138206251 -1.8153990380822424e-05 0.0015712298624019259 2.879422155213617e-05 6.4708384135386848e-05 -2.462381890440099e-05 1.0444169412375089e-05 1.2342952028866407e-05 2.0196282169759832e-05 -7.5154992358661566e-06 6.0640510292756898e-05 -0.0022115542865035953 -0.00028198534921449885 6.7709488434405455e-05 -7.7191584646682995e-06 3.8352269770694419e-05 -0.00015736968651466709 1.645588992244054e-06
leaf_weight=179 73 126 232 39 230 25 71 113 111 104 30 50 41 219 38 26 81 27 27 57 130 172 37 38 35 29 73 66 316 106
leaf_count=179 73 126 232 39 230 25 71 113 111 104 30 50 41 219 38 26 81 27 27 57 130 172 37 38 35 29 73 66 316 106
internal_value=0.000205375 0.0019795 0.00297166 0.00384127 -0.000337501 0.00616438 0.00792793 -9.75134e-05 -0.000249216 -0.000102394 5.9311e-05 0.000796406 -0.000428148 0.00130313 0.003392 0.00590769 0.00129949 0.00252252 0.000704347 -0.000825931 -0.000670078 0.000117358 0.000611464 -0.000300001 0.0004539 0.000752576 0.000245124 0.00162667 -0.00152941 -0.000688173
internal_weight=2901 672 493 367 2229 135 110 1999 1899 1786 1675 667 1008 563 114 64 186 100 449 822 781 408 156 119 422 387 358 139 373 278
internal_count=2901 672 493 367 2229 135 110 1999 1899 1786 1675 667 1008 563 114 64 186 100 449 822 781 408 156 119 422 387 358 139 373 278
cat_boundaries=0 27 29 50 51 68 79 108 110 112 113 114 116
cat_threshold=268435456 2060 0 0 2147483648 1 0 0 0 32768 0 4 64 1049088 268435456 0 0 0 4096 2048 256 0 4194304 0 0 49152 68 256 12288 268435456 2048 0 0 0 1 0 0 0 0 0 4 0 512 0 0 0 0 0 2048 256 288 131072 0 1073741824 0 0 0 0 0 0 0 0 128 16 0 0 32 128 0 0 0 2052 0 134217728 0 268435456 33554432 0 32 0 0 4 0 0 0 0 0 0 0 0 2048 2048 0 0 0 0 0 33554432 0 0 0 0 8 0 0 0 0 128 0 8212 1114144 2 16793920 1124386 0 2048
is_linear=0
shrinkage=0.04


Tree=756
num_leaves=31
num_cat=11
split_feature=7 7 12 8 12 2 2 3 4 8 12 7 12 0 2 1 8 2 5 2 11 2 2 1 0 0 2 2 2 3
split_gain=1.67226 1.13857 0.876571 0.833752 0.806112 0.597609 0.53811 0.690547 0.530031 0.549619 0.504793 0.429983 0.404098 0.48257 0.396676 0.426146 0.394202 0.339526 0.310348 0.309266 0.424749 0.455154 0.272389 0.269174 0.262473 0.528981 0.320612 0.324883 0.460865 0.347585
threshold=0 1 2 3 4 9.5000000000000018 7.5000000000000009 2003.5000000000002 4683340000.000001 5 6 7 8 42.960000000000008 25.500000000000004 5.5000000000000009 9 3.5000000000000004 3.5000000000000004 283.00000000000006 10 63.500000000000007 40.500000000000007 5.5000000000000009 40.250000000000007 44.07500000000001 64.500000000000014 10.500000000000002 13.500000000000002 1992.5000000000002
decision_type=9 9 9 9 9 8 8 10 8 9 9 9 9 8 8 8 9 10 8 8 9 10 8 8 10 10 10 8 8 10
left_child=2 10 23 6 16 -4 -3 18 -6 14 17 -11 13 -13 -10 -16 -5 -2 -8 20 -18 -22 -7 -1 26 -26 27 -14 -29 -30
right_child=1 3 5 4 8 22 7 -9 9 11 -12 12 24 -15 15 -17 19 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-2.0178071641167966e-05 3.6540106007416325e-05 -5.0395728492910535e-05 3.1124427327109057e-05 -3.5567175161454223e-05 -4.2344930671906416e-05 1.241800450872774e-05 5.0608593597956048e-05 2.7325358629036837e-05 -3.8762191438741354e-06 -2.2426746719825132e-05 -5.2061027875621491e-05 1.2047870896428515e-05 -6.9543001105390242e-05 -0.0020585642866514696 1.3328626935153875e-05 5.375779262618785e-05 1.6760661938203576e-05 -4.2078779845258158e-06 1.8590648896919453e-05 -4.2029019819417822e-05 3.3241711762466419e-05 0.00017810320983041277 3.928833093753359e-05 6.3365728143325149e-06 2.4565782799549241e-05 -1.0638776829668951e-05 -8.4274929885714449e-05 6.3067617901085574e-05 6.1088107850381371e-06 -0.0001583597957847049
leaf_weight=54 45 27 30 103 175 28 26 30 42 135 357 225 142 37 33 30 291 254 157 53 127 36 44 51 28 71 74 31 135 50
leaf_count=54 45 27 30 103 175 28 26 30 42 135 357 225 142 37 33 30 291 254 157 53 127 36 44 51 28 71 74 31 135 50
internal_value=0.000354551 8.22009e-05 0.00372477 0.00054519 0.000244942 0.00630088 0.00270916 0.00349533 -0.00035439 -1.16064e-05 -0.00135532 -0.000332269 3.48249e-05 0.00128938 0.00258621 0.0048125 0.00141707 -0.00011613 0.00254348 0.00187645 0.00225055 0.00383908 0.00482192 0.000862068 -0.000597787 0.00124 -0.00103464 -0.00053482 0.000442395 -0.000322582
internal_weight=2921 2714 207 2058 1818 102 240 213 1208 1033 656 928 793 262 105 63 610 299 183 507 454 163 72 105 531 99 432 358 216 185
internal_count=2921 2714 207 2058 1818 102 240 213 1208 1033 656 928 793 262 105 63 610 299 183 507 454 163 72 105 531 99 432 358 216 185
cat_boundaries=0 18 36 38 64 65 91 92 101 102 123 124
cat_threshold=0 0 33562624 8192 0 134217728 33554432 0 0 8192 0 128 0 0 0 32 4096 256 0 1 536870912 2624000 524288 8192 0 131072 65536 134217760 0 0 268435584 0 67108864 0 144 128 98 32 0 8 0 0 0 1 0 0 0 0 0 0 8192 512 0 0 0 0 4096 0 0 0 0 0 0 268451840 67324192 1073741824 4 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 0 0 0 32768 67135586 0 128 67108864 4 0 64 0 0 33556480 17859584 0 4 0 0 0 0 262144 0 0 0 0 133124 0 0 0 0 0 0 0 0 128 16420
is_linear=0
shrinkage=0.04


Tree=757
num_leaves=31
num_cat=14
split_feature=8 7 12 8 8 12 0 1 12 0 1 4 0 0 0 0 4 0 0 11 7 4 0 0 8 12 6 6 12 1
split_gain=1.67182 1.27478 0.700226 0.786885 0.620116 0.514308 0.423399 0.396035 0.39063 0.436606 0.340081 0.377724 0.28855 0.541193 0.278599 0.27762 0.271306 0.270383 0.242155 0.239559 0.288211 0.327625 0.339599 0.267539 0.239469 0.225621 0.213106 0.181348 0.221012 0.389161
threshold=0 1 2 3 4 5 40.250000000000007 5.5000000000000009 6 35.850000000000009 1.5000000000000002 8.0000000000000018 10.500000000000002 18.500000000000004 39.07500000000001 36.400000000000006 1642125000.0000002 35.850000000000009 16.750000000000004 7 8 152.50000000000003 40.250000000000007 52.740000000000002 9 10 11 12 13 2.5000000000000004
decision_type=9 9 9 9 9 9 10 10 9 10 10 10 10 10 8 10 8 10 10 9 9 8 10 10 9 9 9 9 9 10
left_child=2 8 4 16 6 10 -1 17 9 -2 -3 12 -12 18 -6 -15 -4 -5 -14 -7 -21 -22 24 -24 -23 -26 -17 -27 29 -29
right_child=1 5 3 7 14 19 -8 -9 -10 -11 11 -13 13 15 -16 26 -18 -19 -20 20 21 22 23 -25 25 27 -28 28 -30 -31
leaf_value=2.2704174933989235e-05 -3.8898628140546981e-05 0.0009759042239026025 -0.000656553426794704 3.1833937460568129e-05 -0.00063779391805842561 1.6388115931874025e-05 2.7048086089802058e-05 2.64598028325157e-05 -3.1901657138750633e-05 3.6072667634146518e-05 -0.0018059636568924814 -4.9234139645026306e-05 2.9393314306003781e-05 -0.00013147936926038637 9.4170918481381357e-07 -9.1724109434268589e-07 1.0795703893191717e-05 4.2199207080747447e-05 0.00016997628736393621 1.9079027620558958e-05 7.686899053466261e-06 1.1330010449136909e-05 1.4309287711498087e-05 -8.2878340075849183e-05 -0.00033205611649242552 -5.4843673056765855e-05 3.0710835695963625e-05 5.2080087328565274e-05 -9.4425050341597327e-06 -6.9138299573035352e-07
leaf_weight=27 53 45 25 27 52 108 88 47 389 69 37 57 78 41 89 110 81 57 27 108 38 110 116 25 106 224 174 25 335 174
leaf_count=27 53 45 25 27 52 108 88 47 389 69 37 57 78 41 89 110 81 57 27 108 38 110 116 25 106 224 174 25 335 174
internal_value=0.00041862 -1.46351e-05 0.00251587 0.00408064 0.000958801 0.000455617 0.00301587 0.00616901 -0.00177012 0.000240601 0.00145517 0.00118857 0.0015641 0.00185615 -0.00081579 0.00104294 0.00116239 0.00828235 0.00433962 3.18831e-05 -0.000128932 -0.000319589 -0.00044803 0.00138028 -0.000713847 -0.000932572 0.00148772 -0.000665801 -0.000249542 0.000780951
internal_weight=2942 2449 493 237 256 1938 115 131 511 122 569 524 467 430 141 325 106 84 105 1369 1261 1153 1115 141 974 864 284 758 534 199
internal_count=2942 2449 493 237 256 1938 115 131 511 122 569 524 467 430 141 325 106 84 105 1369 1261 1153 1115 141 974 864 284 758 534 199
cat_boundaries=0 30 48 49 79 93 95 96 98 115 138 139 140 141 143
cat_threshold=0 2060 0 134217728 0 1 0 2147483648 0 32768 0 2048 0 512 268435456 0 0 0 4096 2 0 0 0 0 0 16384 68 0 0 12288 0 1 1048576 2623492 524288 0 0 0 67584 0 32 0 144 0 0 0 1073745936 128 1130818 0 2048 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 4096 0 2048 0 0 0 1 0 2147483648 0 0 0 0 0 512 16834592 2 84032 32768 1024 2 128 67108864 0 0 0 0 0 0 32 0 0 0 0 0 0 128 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 128 0 4194304 1280 82 194 67241984 32
is_linear=0
shrinkage=0.04


Tree=758
num_leaves=31
num_cat=11
split_feature=8 7 0 0 2 12 2 15 2 0 3 9 0 12 11 2 2 2 2 8 2 3 4 15 12 3 8 2 2 2
split_gain=2.2431 1.00351 0.75268 0.612233 0.612509 0.724852 0.595109 0.517961 0.88771 0.515248 0.51483 0.496199 0.479406 0.593963 0.595679 0.478797 0.439592 0.595208 0.40957 0.408184 0.365138 0.486399 0.35694 0.354867 0.498092 0.481251 0.327224 0.358716 0.318756 0.29604
threshold=0 1 40.675000000000004 50.425000000000004 2583.5000000000005 2 11.500000000000002 3 70.500000000000014 35.850000000000009 2001.5000000000002 4 43.675000000000004 5 6 187.50000000000003 7.5000000000000009 12.500000000000002 59.500000000000007 7 17.500000000000004 1996.5000000000002 29000.000000000004 8 9 1976.5000000000002 10 8.5000000000000018 12.500000000000002 23.500000000000004
decision_type=9 9 10 10 10 9 8 9 8 10 10 9 10 9 9 8 8 10 10 9 10 10 8 9 9 10 9 10 10 10
left_child=2 26 6 4 5 7 -1 10 22 18 -3 19 13 16 29 20 -13 -18 -8 -7 -11 -22 -9 24 28 -26 27 -2 -21 -15
right_child=1 3 -4 -5 -6 11 9 8 -10 15 -12 12 -14 14 -16 -17 17 -19 -20 23 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.5435448496949374e-06 0.00013838352541095601 2.5499633465009368e-05 -0.0001734834866703016 8.3719230156259017e-05 1.1207589098735455e-05 -0.0004711497669110617 7.1839665079504044e-05 1.5763527953049162e-06 -6.284785263187954e-06 2.6519934415742347e-05 -0.00016853654628466478 -1.4063906736076802e-05 2.993389240206246e-05 -6.2927961718184751e-06 -8.2942426072908529e-05 3.1594867102165659e-05 2.3446549101049466e-05 1.1529386124282351e-05 -1.7960944635399858e-06 -0.00022834756667385438 3.5197600128447251e-05 -7.9145022330889005e-06 0.00015063053921291226 -3.6040804678689452e-05 4.0479341042724799e-05 -8.3690243339444908e-06 -3.6947575149703116e-05 -1.8775718098556612e-06 -8.5034430593245527e-06 0.00015968900762151407
leaf_weight=90 29 216 46 50 27 123 40 27 57 30 53 31 39 103 101 31 27 72 53 77 47 25 130 298 312 106 397 80 176 40
leaf_count=90 29 216 46 50 27 123 40 27 57 30 53 31 39 103 101 31 27 72 53 77 47 25 130 298 312 106 397 80 176 40
internal_value=0.000404907 -1.7042e-05 0.00330295 0.000375722 0.000267856 0.000185017 0.00408833 0.00151417 0.00295111 0.00518062 0.000299999 -0.000250661 0.000915093 0.000490666 -0.000690197 0.00677612 0.00255319 0.00404 0.00285106 -0.000696284 0.00535922 0.00372603 0.00463291 -0.000404083 0.000111436 0.000951048 -0.00159381 0.000366666 -0.00125758 0.000961038
internal_weight=2933 2571 362 2065 2015 1988 316 483 214 226 269 1505 413 374 244 133 130 99 93 1092 102 72 157 969 671 418 506 109 253 143
internal_count=2933 2571 362 2065 2015 1988 316 483 214 226 269 1505 413 374 244 133 130 99 93 1092 102 72 157 969 671 418 506 109 253 143
cat_boundaries=0 30 48 49 50 52 54 56 80 81 83 104
cat_threshold=268435456 2060 0 134217728 1073741824 1 0 2147483648 0 32768 0 0 0 0 268435456 0 0 0 0 2048 0 0 0 0 0 268451840 68 0 0 12288 3 0 68157440 2099200 524290 134225920 0 268435456 67584 134217728 32 256 128 268435456 0 0 1073741824 128 83969024 67108864 0 14340 164096 32 4 1024 1073741824 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 0 8 2348810240 35136 2 0 0 0 0 0 0 262144 0 0 0 0 2052 2048 512 0 0 0 0 0 0 256
is_linear=0
shrinkage=0.04


Tree=759
num_leaves=31
num_cat=10
split_feature=7 9 12 2 12 4 12 17 4 17 3 0 2 11 12 2 5 5 2 2 2 1 11 2 2 2 3 4 4 1
split_gain=1.60819 0.846027 0.664824 0.678705 0.537684 0.540123 0.477425 0.801616 0.674878 0.529534 0.661704 0.453408 0.543777 0.41276 0.490424 0.408388 0.404134 0.371682 0.344915 0.339579 0.497567 0.336931 0.570433 0.73413 0.653099 0.8467 0.291062 0.276571 0.373058 0.2758
threshold=0 1 2 22.500000000000004 3 4600.0000000000009 4 5 355.00000000000006 6 1958.5000000000002 42.710000000000008 9.5000000000000018 7 8 17.500000000000004 1.5000000000000002 4.5000000000000009 14.500000000000002 29.500000000000004 6.5000000000000009 4.5000000000000009 9 131.00000000000003 64.500000000000014 19.500000000000004 1976.5000000000002 2710.0000000000005 86.000000000000014 5.5000000000000009
decision_type=9 9 9 10 9 10 9 9 8 9 10 10 10 9 9 8 10 8 10 10 10 8 9 8 10 10 10 10 10 8
left_child=2 4 3 -1 17 15 7 -3 -9 10 11 12 -8 -11 18 16 -6 -2 -15 20 -16 -10 23 24 25 -23 -27 28 29 -4
right_child=1 6 27 -5 5 -7 9 8 21 13 -12 -13 -14 14 19 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00050661842269588439 -0.00015515854114413367 -1.5183144348799366e-05 -1.5349721244656872e-05 3.190809517096595e-05 2.3153620818574219e-05 -4.1411726137768465e-05 1.2885205776060343e-05 2.5189526129720939e-05 0.00011186116503266106 -6.7475345485287961e-05 -0.00036075474923571798 -0.00013918823480231856 0.00028058440355287846 -4.2654404057774356e-05 -2.5777198899707438e-05 5.0478427261016138e-05 -0.00020248886174574978 0.00018792440773254021 1.4313233287566301e-05 -0.00015062480962928435 7.5135327282218435e-05 7.2831681048843205e-06 9.570527986602914e-07 4.293548638826481e-05 -4.0823243760680036e-05 3.9496972796540054e-05 2.7550110227471518e-05 -0.00043781849052787448 2.6157575321669679e-05 -5.0363646653880885e-07
leaf_weight=56 71 135 551 57 84 33 35 26 50 224 42 25 41 52 57 64 25 29 120 71 60 208 341 51 41 51 35 60 52 193
leaf_count=56 71 135 551 57 84 33 35 26 50 224 42 25 41 52 57 64 25 29 120 71 60 208 341 51 41 51 35 60 52 193
internal_value=0.000394423 0.00104743 -0.000934695 0.00183871 0.00295268 0.00412903 0.00068019 0.00127292 0.0017543 -9.21419e-05 0.002 0.00388235 0.0054026 -0.000631934 0.000215632 0.00521839 0.00367273 0.00036036 0.00170492 -0.00116583 0.000101694 0.00155784 0.00133516 0.00235768 0.00172619 0.00238644 0.00570115 -0.00131949 -0.00113425 -0.00136376
internal_weight=2940 1971 969 113 306 206 1665 938 803 727 143 101 76 584 360 173 109 100 172 188 117 777 727 386 335 294 86 856 796 744
internal_count=2940 1971 969 113 306 206 1665 938 803 727 143 101 76 584 360 173 109 100 172 188 117 777 727 386 335 294 86 856 796 744
cat_boundaries=0 18 20 22 24 25 26 27 30 32 35
cat_threshold=16384 0 1611661312 526340 524288 8192 0 272769024 67584 32 32 2097344 128 268435456 67108864 0 1073741968 128 1073741824 4224 16416 2 66624 32 16837890 8 25 4 0 524288 131136 32 4 0 524288
is_linear=0
shrinkage=0.04


Tree=760
num_leaves=31
num_cat=9
split_feature=8 12 7 2 12 12 3 2 5 11 2 2 2 0 2 3 6 2 2 2 2 15 2 2 2 2 5 2 7 2
split_gain=1.78876 1.14764 0.989842 0.702716 0.655395 0.480645 0.900286 0.476753 0.435976 0.416367 0.778128 0.393447 0.373432 0.355635 0.427864 0.459866 0.762987 0.489677 0.308112 0.28803 0.287444 0.229499 0.666158 0.442993 0.244249 0.680116 0.225437 0.223487 0.219264 0.19207
threshold=0 1 2 416.00000000000006 3 4 1989.5000000000002 30.500000000000004 3.5000000000000004 5 9.5000000000000018 4.5000000000000009 4128.5000000000009 44.07500000000001 56.500000000000007 2002.5000000000002 6 37.500000000000007 6.5000000000000009 22.500000000000004 77.500000000000014 7 17.500000000000004 101.50000000000001 88.500000000000014 45.500000000000007 1.5000000000000002 11.500000000000002 8 56.500000000000007
decision_type=9 9 9 10 9 9 10 8 8 9 8 10 8 10 8 8 9 10 10 10 8 9 10 10 10 10 10 8 9 8
left_child=1 29 12 5 13 7 11 8 -3 10 -6 -7 28 14 15 -4 17 26 -15 -20 -16 23 27 -12 25 -24 -17 -23 -2 -1
right_child=2 3 4 -5 9 6 -8 -9 -10 -11 21 -13 -14 18 20 16 -18 -19 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.0673051351150344e-06 -1.3836005269002241e-05 2.1591095138262296e-05 0.00065214032752037437 3.3842759468053007e-05 -4.4284317153323276e-05 3.5846209658568618e-05 3.9660716927440296e-05 -1.0169274738504157e-05 1.7252763531895479e-06 -8.2298801670084486e-06 1.0602796188118979e-05 8.383155196563992e-06 1.73297384386552e-05 -1.2114344002730269e-05 -0.00042707062403124832 2.0813271345061338e-05 -2.6850307113330035e-05 3.5301914715404339e-05 7.5134622348836056e-05 1.6855609788032654e-05 -1.3180637630023125e-06 1.3899326718080877e-08 -0.00019218696045435942 2.4134059364147752e-05 -6.1340290215257159e-05 4.9623317657062332e-05 -0.00091921417743103158 6.4647131555848307e-05 -1.8475807830862728e-05 -0.00025151586472625437
leaf_weight=66 131 46 26 29 208 36 31 84 106 433 354 81 33 35 37 308 112 82 25 30 150 25 86 26 42 49 25 32 199 47
leaf_count=66 131 46 26 29 208 36 31 84 106 433 354 81 33 35 37 308 112 82 25 30 150 25 86 26 42 49 25 32 199 47
internal_value=0.000397982 0.00248789 -6.18147e-05 0.00346226 0.000276717 0.00307532 0.00483019 0.00168421 0.00308497 -0.000300159 0.000230491 0.00349152 -0.00195722 0.0011415 0.000863697 0.00142238 0.00115909 0.00192488 0.00351648 0.00535714 -0.000787235 0.000949593 -6.5307e-05 0.00153453 -0.0012809 -0.000441177 0.00128144 0.00365517 -0.00241692 -0.00106452
internal_weight=2974 526 2448 413 2085 384 148 236 152 1255 822 117 363 830 740 553 527 415 90 55 187 614 234 380 177 135 333 57 330 113
internal_count=2974 526 2448 413 2085 384 148 236 152 1255 822 117 363 830 740 553 527 415 90 55 187 614 234 380 177 135 333 57 330 113
cat_boundaries=0 30 32 49 51 52 54 55 56 65
cat_threshold=0 2060 0 134217728 2147557376 1 0 2147483648 0 32768 0 133124 0 0 268435456 0 0 0 4096 2048 0 0 0 0 0 49152 4 0 0 12288 131392 32 1 128 1048576 2099204 524288 0 0 268435456 33556480 0 0 0 128 268435456 0 0 1073741968 67159392 2 67618 36 1024 394 67108864 0 0 1048576 4 0 0 0 0 2048
is_linear=0
shrinkage=0.04


Tree=761
num_leaves=31
num_cat=8
split_feature=7 7 5 12 2 2 12 4 1 2 2 3 3 3 1 2 4 2 2 6 4 2 4 12 7 18 3 2 2 2
split_gain=2.32271 0.654021 1.45542 0.490873 0.407478 0.365374 0.421861 0.833042 0.516231 0.345321 0.706 0.408554 0.388882 0.345289 0.324156 0.389275 0.322075 0.300382 0.631862 0.292045 0.507261 0.380948 0.332019 0.308567 0.459314 0.286877 0.2859 0.277021 0.704015 0.252881
threshold=0 1 3.5000000000000004 2 6.5000000000000009 572.00000000000011 3 9950.0000000000018 4.5000000000000009 15.500000000000002 28.500000000000004 2006.5000000000002 2000.5000000000002 2011.5000000000002 5.5000000000000009 1472.5000000000002 267495000.00000003 49.500000000000007 77.500000000000014 4 29000.000000000004 8.5000000000000018 520.00000000000011 5 6 7 2012.5000000000002 36.500000000000007 48.500000000000007 19.500000000000004
decision_type=9 9 8 9 8 8 9 10 10 10 10 8 8 8 8 8 10 10 10 9 10 10 8 9 9 9 10 10 10 10
left_child=3 2 -2 -1 -4 6 7 8 -3 11 -11 -10 -12 -14 15 -7 -6 -15 -19 -8 21 -21 -23 24 29 -16 -25 -26 -29 -24
right_child=1 5 4 -5 16 14 19 -9 9 10 12 -13 13 17 25 -17 -18 18 -20 20 -22 22 23 26 27 -27 -28 28 -30 -31
leaf_value=9.5384212677889368e-06 4.1796271996433383e-05 8.5043496888523876e-05 3.6365215536177354e-05 -1.5992442530746269e-05 -7.7413933719579179e-06 2.4902719137112374e-05 -2.3276674058964666e-05 -1.4075810308398219e-05 0.00010927707675269641 -0.00040491573641347452 -2.242204136105159e-05 1.6432621978182582e-05 3.0460304064490505e-05 -5.3468627280898593e-07 7.7440195317636539e-05 2.0189994304898649e-05 5.658102072298977e-05 0.00023596003168049052 -0.00033214869673794375 -9.4541876726641503e-06 1.716640620740803e-05 -0.0012056952716552019 1.2647924871065708e-05 3.9396265696146254e-06 0.0002197093845904102 -4.5053493892508031e-05 -7.6878272689089846e-05 -6.9927699883446848e-05 1.1768582638384995e-05 -0.00025992615869729755
leaf_weight=116 40 34 34 513 115 26 169 59 34 98 27 256 25 55 70 64 29 25 37 231 42 42 32 348 161 40 30 34 74 80
leaf_count=116 40 34 34 513 115 26 169 59 34 98 27 256 25 55 70 64 29 25 37 231 42 42 32 348 161 40 30 34 74 80
internal_value=0.000204011 0.000790697 0.00282969 -0.00193125 0.00138547 0.000564638 0.00039493 0.00121029 0.00168243 0.00138351 0.000343283 0.00233677 0.00190588 0.00274126 0.00218905 0.00395604 0.000441378 0.00179661 0.00368254 -4.14682e-05 0.000206451 3.09768e-05 0.000443889 0.000636841 0.00141837 0.00072072 -0.000185091 0.0023 0.000807339 -0.000715448
internal_weight=2940 2311 218 629 178 2093 1893 650 591 557 267 290 169 142 200 90 144 117 62 1243 1074 1032 801 759 381 110 378 269 108 112
internal_count=2940 2311 218 629 178 2093 1893 650 591 557 267 290 169 142 200 90 144 117 62 1243 1074 1032 801 759 381 110 378 269 108 112
cat_boundaries=0 18 36 37 38 39 41 50 51
cat_threshold=0 0 603979776 2623492 524320 8258 0 272629760 65536 0 32 0 268435584 268435456 0 32 4240 256 0 268435472 1073750016 512 0 134217728 0 8192 0 402661392 40960 0 16 0 67108864 0 0 128 1067264 67109154 20 17858624 32 0 0 0 0 0 0 0 537001984 2048 4
is_linear=0
shrinkage=0.04


Tree=762
num_leaves=31
num_cat=16
split_feature=8 17 8 12 0 3 8 17 0 5 14 6 0 3 0 9 3 0 9 12 3 11 0 12 3 3 12 6 3 6
split_gain=2.20022 0.764326 0.691769 0.656797 0.501491 0.375377 0.363586 0.359879 0.322461 0.410634 0.250508 0.492518 0.255104 0.323696 0.309381 0.250417 0.21062 0.388096 0.205057 0.730788 0.36589 0.203891 0.399958 0.261756 0.237759 0.279091 0.251402 0.182973 0.396812 0.16474
threshold=0 1 2 3 36.900000000000006 2013.5000000000002 4 5 40.250000000000007 3.5000000000000004 6 7 33.175000000000004 2019.5000000000002 21.500000000000004 8 1984.5000000000002 37.250000000000007 9 10 2020.5000000000002 11 14.500000000000002 12 2014.5000000000002 2019.5000000000002 13 14 1996.5000000000002 15
decision_type=9 9 9 9 10 10 9 9 10 8 9 9 10 8 10 9 10 10 9 9 8 9 10 9 10 10 9 9 10 9
left_child=1 4 -3 10 -1 16 -5 -8 18 -10 11 -2 14 -14 -13 -11 17 -4 21 20 -20 22 -9 -24 26 -26 27 28 -23 -21
right_child=3 2 5 6 -6 -7 7 8 9 15 -12 12 13 -15 -16 -17 -18 -19 19 29 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=2.8848755949774419e-05 -4.4064894874902726e-06 -1.5435744368918043e-05 0.00018465139141553494 -2.3227835250151513e-05 3.6474000470887947e-05 -0.00059646021070261068 -2.1824579831555379e-05 -0.00046302459125556792 1.3722923874384319e-05 0.00012758624821336176 -0.00019826756163965342 2.4451436859536102e-05 -1.7919682029729071e-06 0.00011969481898623263 -0.00066327970892530509 -4.9687147450976502e-06 2.8491125203200684e-05 8.0885321361648557e-06 -0.00010851555947403219 1.3117812833154999e-06 3.6514672619277648e-05 -4.7122121279354893e-05 -2.6644394116592614e-05 4.3597419052062422e-05 0.0015355589914235375 -0.00025675190821814928 -4.6337179291857175e-07 -0.00010225271835105056 4.091751787295642e-05 -2.2913685847785075e-05
leaf_weight=53 145 103 32 118 58 28 204 63 28 102 125 117 38 143 28 118 42 136 25 110 82 90 140 178 29 30 218 221 25 102
leaf_count=53 145 103 32 118 58 28 204 63 28 102 125 117 38 143 28 118 42 136 25 110 82 90 140 178 29 30 218 221 25 102
internal_value=0.000476125 0.00300648 0.00192045 1.60548e-06 0.00586885 0.00308434 -0.000365365 -0.000213965 -2.54548e-06 0.00131727 0.00114662 0.00156846 0.00242136 0.0034945 0.00123288 0.000723981 0.00379147 0.00312426 -0.000252665 0.000618181 0.00315254 -0.000533334 0.000193877 0.000777429 -0.00098077 0.0014 -0.00125406 -0.00191355 -0.000476191 -0.000753364
internal_weight=2931 452 341 2479 111 238 1883 1765 1561 248 596 471 326 181 145 220 210 168 1313 319 107 994 381 318 613 59 554 336 115 212
internal_count=2931 452 341 2479 111 238 1883 1765 1561 248 596 471 326 181 145 220 210 168 1313 319 107 994 381 318 613 59 554 336 115 212
cat_boundaries=0 30 31 58 60 86 87 88 89 91 93 95 96 98 100 101 102
cat_threshold=268435456 2060 0 134217728 1073815552 1 0 2147483648 0 32768 0 2052 0 0 0 0 0 0 0 2048 0 0 0 0 0 16384 68 0 0 12288 38 0 2056 0 0 0 0 0 2147483648 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 4 16736 2 16 0 4 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 7 8321 464 0 2048 1073741824 6164 67175424 32 49184 16909314 32 43010 32 274 198
is_linear=0
shrinkage=0.04


Tree=763
num_leaves=31
num_cat=9
split_feature=7 12 2 12 7 2 4 6 7 4 3 2 6 4 0 2 4 11 2 3 3 3 2 1 0 11 2 2 1 2
split_gain=1.20836 0.834381 0.88216 0.784653 0.674643 0.772326 0.715177 0.663289 0.644331 0.673845 0.469303 0.462283 0.457157 0.383113 0.478988 0.567767 0.351025 0.340508 0.304804 0.332282 0.276366 0.4603 0.429199 0.419539 0.298806 0.238482 0.431398 0.250295 0.296703 0.214154
threshold=0 1 106.50000000000001 2 3 416.00000000000006 984745000.00000012 4 5 54014.000000000007 2004.5000000000002 15.500000000000002 6 40558085500.000008 44.07500000000001 147.50000000000003 575.00000000000011 7 19.500000000000004 1989.5000000000002 2018.5000000000002 1999.5000000000002 23.500000000000004 5.5000000000000009 28.500000000000004 8 3.5000000000000004 29.500000000000004 5.5000000000000009 74.500000000000014
decision_type=9 9 8 9 9 10 8 9 9 8 8 8 9 8 10 8 10 9 10 10 10 10 10 10 10 9 10 10 8 10
left_child=1 2 -1 4 10 6 11 13 -5 16 -2 -6 18 -8 15 20 -10 -9 -11 29 21 23 -23 24 -15 26 -14 28 -27 -20
right_child=3 -3 -4 8 5 -7 7 17 9 12 -12 -13 25 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.3165519674129063e-06 4.2760598145602741e-05 -3.2952001476524427e-05 0.00045224427484190702 -1.1598812314888572e-05 4.2539967727264298e-06 3.6545024903326231e-05 8.9318779882170617e-05 2.3098725765736227e-05 3.5730609067943949e-06 -0.00027918259028888559 -1.2337827128268177e-05 -0.00031617112133991004 0.00010797876702918638 5.6863277934422846e-05 0.00012523633411838271 -0.00031423797249792342 6.8788517232960136e-05 -0.00012108646675063276 0.00027173844989614095 -4.6818247696923415e-05 -1.4687797289885973e-05 2.7128863295550787e-05 2.6872387746018015e-05 3.947596264731019e-05 1.4277082551730663e-05 -0.00014835060831638926 8.0055436504049474e-06 5.2243900619531812e-06 1.0720226016197952e-05 -4.8855166539291654e-05
leaf_weight=121 46 396 44 406 73 38 32 150 50 116 169 54 40 153 50 34 41 110 64 53 29 30 29 54 181 79 139 74 42 39
leaf_count=121 46 396 44 406 73 38 32 150 50 116 169 54 40 153 50 34 41 110 64 53 29 30 29 54 181 79 139 74 42 39
internal_value=0.000318692 -0.00133567 0.00102273 0.000712489 0.00140949 0.00184047 0.00163673 0.00205393 -4.50616e-05 0.000657753 -0.00061947 -0.00115625 0.0002102 0.0027728 0.00256684 0.00219178 0.00386956 0.000295202 -0.00101767 0.00010191 0.00254927 0.00279464 0.00606667 0.00228278 0.00174328 0.0011013 0.00212631 9.70865e-05 -0.00101639 0.00142308
internal_weight=2936 561 165 2375 1232 1017 979 852 1143 737 215 127 646 592 560 510 91 260 272 156 476 447 59 388 334 374 179 195 121 103
internal_count=2936 561 165 2375 1232 1017 979 852 1143 737 215 127 646 592 560 510 91 260 272 156 476 447 59 388 334 374 179 195 121 103
cat_boundaries=0 18 20 22 38 39 56 57 58 61
cat_threshold=16385 32 605036544 2623492 524322 8194 0 0 0 0 32 128 144 268435456 0 0 1073741968 256 51200 32 189474 2 268566530 0 0 0 0 0 0 536870912 67584 32 0 0 0 0 0 32 394 0 1 1073741824 0 0 134217728 131072 268566528 33554432 0 0 0 0 0 0 0 4096 400 4 32772 0 524288
is_linear=0
shrinkage=0.04


Tree=764
num_leaves=31
num_cat=11
split_feature=8 12 7 7 12 2 3 2 11 12 0 15 2 2 12 12 2 2 8 0 2 2 2 2 2 0 0 2 2 0
split_gain=1.96577 1.43603 1.38861 0.959938 0.896979 0.824756 0.68442 0.45347 0.446066 0.523845 0.564439 0.656282 0.435662 0.507865 0.368014 0.364472 0.37875 0.444482 0.362919 0.349826 0.347678 0.499987 0.313146 0.299113 0.298706 0.38783 0.345951 0.352282 0.294267 0.248109
threshold=0 1 2 3 4 8.5000000000000018 2017.5000000000002 24.500000000000004 5 6 47.750000000000007 7 24.500000000000004 69.500000000000014 8 9 38.500000000000007 15.500000000000002 10 43.675000000000004 39.500000000000007 19.500000000000004 16.500000000000004 24.500000000000004 403.00000000000006 39.07500000000001 40.675000000000004 35.500000000000007 6.5000000000000009 35.600000000000009
decision_type=9 9 9 9 9 8 8 10 9 9 10 9 8 10 9 9 10 8 9 10 10 8 8 10 8 10 10 10 10 8
left_child=1 5 4 12 7 -1 -7 22 19 10 11 14 -4 -14 -10 16 17 -13 23 28 21 -8 -2 -3 25 -20 27 -27 -5 -17
right_child=2 18 3 8 -6 6 20 -9 9 -11 -12 15 13 -15 -16 29 -18 -19 24 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.5638413412756494e-06 8.5872376036357811e-06 -1.2399763269940005e-05 0.0014234930158002089 -0.0012383819683794101 -2.5512651312285886e-05 5.4583693746895375e-05 6.3798942973497153e-05 -2.1518103357154225e-05 1.3157937619118771e-05 -2.3753826349500712e-06 0.00012044890015382375 1.5896048982557415e-05 -3.1146139361174391e-05 2.8964142911332293e-05 -9.0191227492037555e-05 9.9937417710940831e-05 0.00027431743616072017 -0.00015410839704521352 -0.00041449626890485063 2.8304558748100595e-05 1.3254909797458638e-05 0.00016291727365467187 0.00058314933118321002 3.5522413072816682e-06 2.1033136400089794e-05 1.8278695951765635e-05 -0.00019327183136193159 4.2306562099750837e-05 9.7330465898451137e-06 0.00011048043061785459
leaf_weight=32 30 59 36 35 569 26 25 52 106 882 31 49 42 25 273 71 41 41 47 31 25 27 28 50 27 70 28 31 97 60
leaf_count=32 30 59 36 35 569 26 25 52 106 882 31 49 42 25 273 71 41 41 47 31 25 27 28 50 27 70 28 31 97 60
internal_value=0.000412622 0.00282096 -3.02798e-05 0.000546149 -0.00155942 0.00616438 0.00834615 0.00165289 0.000307869 9.20118e-05 0.000925328 0.000679127 0.00410526 0.00252941 -0.000400001 0.0021685 0.00053521 -0.000879122 0.00121362 0.00222988 0.00630769 0.00815094 0.00420339 -0.000633334 0.00218691 0.00167232 0.0028 0.00388235 0.00144361 0.0036338
internal_weight=2946 447 2499 1820 679 135 103 110 1717 1554 672 641 103 67 379 262 131 90 312 163 77 52 58 109 203 176 129 101 132 131
internal_count=2946 447 2499 1820 679 135 103 110 1717 1554 672 641 103 67 379 262 131 90 312 163 77 52 58 109 203 176 129 101 132 131
cat_boundaries=0 30 31 48 66 67 70 72 73 74 75 105
cat_threshold=2415919104 2058 0 134217728 1073741824 0 0 0 0 32768 0 2048 8192 0 268435456 0 0 0 4096 2048 256 0 0 0 0 268451840 68 0 0 12288 58400 1 128 68157440 2623488 32 134217730 0 805306368 67584 32 32768 192 128 268435456 0 0 1073745936 131072 16 1107296256 0 0 0 0 8192 0 0 0 2097152 0 0 67108864 0 0 128 1067264 0 1536 524288 67234048 2 202375168 67119104 67184640 0 2048 0 0 0 0 0 0 0 0 0 2048 0 0 268435456 0 0 0 0 0 256 0 0 0 0 0 64 0 0 4096
is_linear=0
shrinkage=0.04


Tree=765
num_leaves=31
num_cat=9
split_feature=7 8 4 0 4 4 2 12 11 2 2 0 2 9 0 8 2 2 2 2 2 2 7 12 9 2 1 2 0 4
split_gain=1.59468 1.22605 1.1281 0.701242 0.84027 0.713809 0.750009 0.644212 0.634833 0.640982 0.578137 0.574017 0.561703 0.408755 0.387074 0.373324 0.352823 0.345041 0.522234 0.322549 0.382245 0.846823 0.320245 0.317359 0.484639 0.273004 0.523644 0.794687 0.368755 0.291167
threshold=0 1 152.50000000000003 35.850000000000009 1525190000.0000002 7085990000.000001 182.50000000000003 2 3 2.5000000000000004 10.500000000000002 40.250000000000007 8.5000000000000018 4 44.07500000000001 5 23.500000000000004 14.500000000000002 23.500000000000004 14.500000000000002 37.500000000000007 89.500000000000014 6 7 8 50.500000000000007 5.5000000000000009 34.500000000000007 39.07500000000001 180.50000000000003
decision_type=9 9 8 10 8 10 8 9 9 8 8 10 10 9 10 9 10 10 10 8 10 10 9 9 9 10 10 8 10 10
left_child=22 3 -3 16 -5 6 12 8 -4 -10 -11 -8 -6 14 15 -9 -2 -14 -19 -12 -21 -22 -1 -24 -25 26 29 28 -28 -17
right_child=1 2 7 4 5 -7 11 13 9 10 19 -13 17 -15 -16 25 -18 18 -20 20 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00010778955272806435 -0.00018377194532259177 2.3352724556617862e-05 -0.00014374817846698868 -6.7273350301079765e-06 1.7683020891768106e-05 -5.4817643467584966e-07 0.0002592907559927522 7.9089181769204382e-06 0.00090465687177644139 -3.2170731829188914e-06 1.1707638822466868e-05 0.00015179309388066277 -0.00021119934611994493 -3.5418223275073789e-05 4.5126942128118482e-05 -4.0646553597788881e-06 2.534916038228119e-05 6.9857423738397552e-05 1.1468858132392807e-06 6.5527548430827923e-06 6.6269115626975468e-05 4.53641948332059e-06 -3.8744020341165201e-05 4.2765291201886268e-06 -4.1406410732314442e-05 -2.2816156339138399e-05 -0.00012096227411886622 6.6029159139999926e-05 2.4087083397900756e-05 -0.0013399703713495132
leaf_weight=120 31 46 151 52 39 41 29 100 26 104 30 26 29 242 95 464 42 25 45 123 57 50 284 255 113 184 33 25 26 42
leaf_count=120 31 46 151 52 39 41 29 100 26 104 30 26 29 242 95 464 42 25 45 123 57 50 284 255 113 184 33 25 26 42
internal_value=5.59717e-05 0.00061439 0.000181315 0.00271351 0.00367944 0.00469787 0.00571134 1.82535e-05 0.00115217 0.00199501 0.0016 0.00964286 0.00408633 -0.000494273 -0.000118368 -0.000384001 -0.000702704 0.00244 0.00394366 0.00260536 0.00207792 0.00381481 -0.0014917 -0.00109804 -0.000295515 -0.000682803 -0.000270729 0.00263529 6.66657e-05 -0.000757397
internal_weight=2929 2157 1798 359 286 234 193 1752 541 390 364 55 138 1211 969 874 73 99 70 260 230 107 772 652 368 774 590 84 59 506
internal_count=2929 2157 1798 359 286 234 193 1752 541 390 364 55 138 1211 969 874 73 99 70 260 230 107 772 652 368 774 590 84 59 506
cat_boundaries=0 18 44 46 47 49 70 83 85 87
cat_threshold=131072 129 605036544 2621956 524320 2050 0 272629760 33619968 8192 8224 192 268435584 268435456 0 0 16 128 0 2062 0 134217728 0 1 0 2147483648 0 0 0 2052 0 512 0 4096 0 0 0 0 0 0 0 0 0 268468224 68224288 2 16416 0 22576 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 4096 0 384 0 0 0 2097664 0 2048 0 4194304 0 8192 8192 64 268435584 68297792 34 0 18592
is_linear=0
shrinkage=0.04


Tree=766
num_leaves=31
num_cat=13
split_feature=8 8 7 12 4 0 3 12 8 4 4 7 3 4 0 3 4 11 12 13 3 6 13 12 0 4 5 5 0 4
split_gain=1.81767 1.07718 0.757727 0.812446 0.526473 0.43489 0.918281 0.371423 0.366321 0.372311 0.346122 0.323671 0.336729 0.335568 0.458069 0.421036 0.314965 0.303612 0.38535 0.333592 0.357481 0.297308 0.494608 0.274622 0.273644 0.264609 0.405705 0.255176 0.210903 0.199459
threshold=0 1 2 3 54014.000000000007 39.07500000000001 2009.5000000000002 4 5 283.00000000000006 575.00000000000011 6 2019.5000000000002 1.0000000180025095e-35 10.500000000000002 2005.5000000000002 215.00000000000003 7 8 9 2006.5000000000002 10 11 12 40.250000000000007 4050.0000000000005 1.0000000180025095e-35 1.5000000000000002 31.500000000000004 22819750000.000004
decision_type=9 9 9 9 8 10 10 9 9 10 10 9 10 10 8 8 10 9 9 9 10 9 9 9 10 10 10 8 8 8
left_child=5 -2 7 8 10 -1 25 24 29 11 16 -10 13 14 -13 -16 -5 19 28 20 -6 22 -17 -21 -3 26 -7 -23 -19 -4
right_child=1 2 3 4 17 6 -8 -9 9 -11 -12 12 -14 -15 15 21 -18 18 -20 23 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.1013402572425703e-06 -3.3199771280929076e-05 1.5614204998479987e-05 2.2895364080102441e-07 2.2601975524059928e-05 4.2706942141536569e-06 1.5110495292376734e-05 2.1281460316056009e-05 -3.2111442096195615e-05 -1.3499635880657912e-05 -9.0649541307201515e-06 7.1899090904535348e-05 0.00013129499458774 2.7197604384115499e-05 3.0600791274715494e-05 6.0281403382595848e-05 -1.1179937561231406e-05 -0.0014401778156039639 3.3438891455943569e-06 -5.4664616011911772e-05 -6.6429001864045482e-05 2.2519757320556769e-05 0.00043870542132882232 5.0781546275838909e-05 9.9111539162582063e-06 -2.1947558183588474e-05 2.7446592074367975e-07 3.5761959372873243e-05 -2.209942215170907e-05 -2.237867725038012e-05 0.00011063806522554588
leaf_weight=67 223 75 32 31 151 100 25 222 111 102 26 32 33 34 104 110 25 149 354 100 34 35 102 111 56 30 37 252 79 82
leaf_count=67 223 75 32 31 151 100 25 222 111 102 26 32 33 34 104 110 25 149 354 100 34 35 102 111 56 30 37 252 79 82
internal_value=0.000295384 -2.24225e-05 0.00022503 0.00051619 -0.000261439 0.00342222 0.00451813 -0.00146154 0.00131154 0.00101512 0.00279518 0.00131204 0.00161571 0.00143881 0.00122641 0.000973509 0.000982455 -0.000522984 -0.00109275 0.000334151 0.00153061 0.000487999 0.00157847 -0.00073874 0.00025352 0.00340476 0.00414493 -0.000362417 0.000200836 0.003392
internal_weight=2924 2665 2442 2089 1060 259 192 353 1029 915 82 813 702 669 635 603 56 978 582 396 185 499 212 211 131 167 137 287 228 114
internal_count=2924 2665 2442 2089 1060 259 192 353 1029 915 82 813 702 669 635 603 56 978 582 396 185 499 212 211 131 167 137 287 228 114
cat_boundaries=0 30 60 77 78 79 100 109 112 114 115 116 117 118
cat_threshold=0 2054 0 134217728 1073741824 1 0 0 0 0 0 2052 0 0 268435456 0 0 0 0 0 0 0 0 0 0 0 64 0 0 8192 1073741824 0 0 0 2147483648 0 0 0 0 0 0 33554432 64 0 0 4096 0 0 33554432 0 2147483648 0 0 8 0 1073741824 0 0 0 4096 131073 33 1610612736 2623488 524320 134217728 0 536870912 0 134217744 0 256 0 268435456 0 0 4112 67159138 16924674 0 0 0 0 0 0 0 0 0 32768 0 0 2048 512 0 0 0 0 4096 0 256 0 0 68157440 4 0 0 0 0 65536 49156 0 524288 16779264 34 12 76 2 17893376
is_linear=0
shrinkage=0.04


Tree=767
num_leaves=31
num_cat=8
split_feature=8 9 0 8 2 4 0 8 3 1 0 12 3 0 2 2 6 12 2 0 3 2 2 3 3 12 2 1 2 2
split_gain=2.94935 1.23618 0.973158 0.615328 0.583441 0.446997 0.447178 0.406074 0.392341 0.364056 0.38345 0.373323 0.440578 0.27283 0.279604 0.272309 0.412872 0.278256 0.280194 0.270451 0.258648 0.308077 0.247679 0.23651 0.231039 0.230187 0.223971 0.217338 0.38151 0.274076
threshold=0 1 36.900000000000006 2 9.5000000000000018 152.50000000000003 50.425000000000004 3 2001.5000000000002 3.5000000000000004 8.5000000000000018 4 2017.5000000000002 44.07500000000001 11.500000000000002 8.5000000000000018 5 6 78.500000000000014 18.500000000000004 2002.5000000000002 79.500000000000014 24.500000000000004 2005.5000000000002 2004.5000000000002 7 147.50000000000003 5.5000000000000009 11.500000000000002 11.500000000000002
decision_type=9 9 10 9 10 8 10 9 10 10 8 9 8 10 8 8 9 9 10 10 8 8 10 10 8 9 10 10 8 8
left_child=1 2 -1 25 -4 -5 9 8 -3 10 -7 12 -11 15 -15 -13 17 18 19 -17 -18 -22 -6 -19 -9 -2 -23 29 -29 -14
right_child=3 7 4 5 22 6 -8 24 -10 11 -12 13 27 14 -16 16 20 23 -20 -21 21 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.2629604829360892e-05 -6.6579883444795152e-06 -1.287407242226845e-05 2.4994087065345157e-06 5.1099748391183069e-06 3.2032795736852788e-05 1.7745305264038281e-05 1.0525610330096604e-05 6.4333311109796747e-05 1.1949449997167096e-05 -4.8424264248873199e-05 -5.0349466700541719e-06 -1.9151793595581797e-05 1.3889601801066207e-05 4.4646323984334355e-05 9.8179321996273974e-06 -7.8154338550295465e-06 -5.7345443727644848e-06 7.1554976345627399e-06 6.9218490225910991e-06 -0.00023714719386057028 3.6868960648575621e-05 -0.0002458820229911687 5.5792847262615502e-06 -0.00014194536839754721 7.6891332371065576e-06 -4.726975112583854e-05 3.9315698522389021e-07 -6.0830203388542457e-05 0.00027860379516302667 -2.6051676868570499e-05
leaf_weight=27 107 89 35 62 32 31 41 38 25 116 257 242 120 29 52 115 36 273 44 75 225 34 29 33 253 177 43 26 47 256
leaf_count=27 107 89 35 62 32 31 41 38 25 116 257 242 120 29 52 115 36 273 44 75 225 34 29 33 253 177 43 26 47 256
internal_value=8.21539e-05 0.00276067 0.0061791 -0.000507342 0.00470103 -0.000271219 -0.000372138 0.00158654 -0.000448001 -0.000455475 -0.00177163 -0.000239956 -0.00107639 0.000161715 0.00239024 -9.52824e-10 0.000327644 -0.000362977 -0.00137143 -0.00209424 0.00139828 0.00182178 0.00703226 0.000429021 0.00237086 -0.00222373 -0.000358975 -0.000524445 0.00145946 -0.000912468
internal_weight=2969 528 123 2441 96 2157 2095 405 114 2054 288 1766 565 1201 81 1120 878 540 234 190 338 302 61 306 291 284 77 449 73 376
internal_count=2969 528 123 2441 96 2157 2095 405 114 2054 288 1766 565 1201 81 1120 878 540 234 190 338 302 61 306 291 284 77 449 73 376
cat_boundaries=0 30 32 61 91 92 93 95 97
cat_threshold=268435456 2062 0 134217728 3221233664 1 0 0 0 32768 0 4 0 1049088 268435456 0 0 0 0 2050 0 0 0 0 0 0 64 0 0 12288 0 4228 16 0 0 0 0 0 0 0 0 0 0 131072 8256 0 0 4096 0 0 33554432 0 0 524288 4194304 8 0 0 0 0 128 0 0 0 0 0 0 0 0 0 0 0 4 0 1048576 0 0 0 0 0 2048 0 0 0 0 0 0 64 0 0 12288 229440 156 24832 32 82240 32
is_linear=0
shrinkage=0.04


Tree=768
num_leaves=31
num_cat=10
split_feature=7 12 2 7 9 17 12 3 12 2 0 2 2 0 11 2 2 2 2 2 2 5 2 2 2 12 5 2 1 11
split_gain=1.06841 1.02681 0.7085 0.697483 0.71235 0.581536 0.700967 0.540194 0.507313 0.617313 0.475207 0.43323 0.50025 0.418007 0.529526 0.443764 0.37315 0.372834 0.879067 0.361297 0.555991 0.49454 0.335714 0.31928 0.306021 0.3 0.299885 0.299169 0.26798 0.335249
threshold=0 1 26.500000000000004 2 3 4 5 2019.5000000000002 6 11.500000000000002 39.07500000000001 37.500000000000007 51.500000000000007 30.500000000000004 7 59.500000000000007 46.500000000000007 11.500000000000002 24.500000000000004 9.5000000000000018 39.500000000000007 3.5000000000000004 41.500000000000007 229.00000000000003 42.500000000000007 8 2.5000000000000004 4.5000000000000009 3.5000000000000004 9
decision_type=9 9 10 9 9 9 9 10 9 8 10 10 10 10 9 10 10 8 10 10 10 8 10 10 8 9 8 10 8 9
left_child=1 2 -1 25 8 -6 28 11 10 27 -5 -8 16 15 17 -3 22 -15 -19 -12 21 -21 -13 -16 26 -2 -11 -10 -7 -30
right_child=3 13 -4 4 5 6 7 -9 9 24 19 12 -14 14 23 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.0591259743956786e-06 -4.3996524323533088e-05 7.6295174660606942e-05 2.3708081128251775e-05 -0.0010294798135065612 1.5475538576636166e-05 0.00025064010364985454 -1.9328560255514347e-05 4.248090407180532e-05 2.4254589403346169e-05 0.00045809276603728791 -6.7693979045591794e-05 0.00015999075960297426 -5.4657743761090195e-06 -2.4948106209962136e-05 -9.3343059494388573e-05 6.0810425060140632e-07 3.0679508634699214e-05 4.5442212177105288e-05 3.1916949420841666e-06 1.1358351443154207e-06 -4.6257959967219744e-05 0.00071998690462673077 -0.00025547818170541792 1.4092003764151644e-05 2.7749815011905845e-05 -3.2878269899684946e-06 -0.00033714809715941415 5.4304865385875122e-05 -1.511721100037684e-05 2.1237260450103945e-05
leaf_weight=52 105 41 56 30 185 42 764 39 27 25 48 48 251 46 80 29 30 25 49 48 50 36 35 26 52 271 48 43 129 238
leaf_count=52 105 41 56 30 185 42 764 39 27 25 48 48 251 46 80 29 30 25 49 48 50 36 35 26 52 271 48 43 129 238
internal_value=0.000680908 0.00256385 0.00578151 0.000369471 0.000646167 0.000291195 3.52858e-05 -0.000465196 0.00213397 0.00359223 0.000681613 -0.000630648 0.000504109 0.00122475 0.000422907 0.00394366 0.00270175 0.0021374 0.00405333 0.00148634 0.00254815 0.00451765 0.00128571 -0.00157265 0.00206349 -0.00119897 0.000378377 0.00676056 0.00143809 0.00111956
internal_weight=2948 404 108 2544 2168 1761 1576 1167 407 195 212 1128 364 296 226 70 113 120 74 182 134 84 83 106 125 376 73 70 409 367
internal_count=2948 404 108 2544 2168 1761 1576 1167 407 195 212 1128 364 296 226 70 113 120 74 182 134 84 83 106 125 376 73 70 409 367
cat_boundaries=0 16 17 34 36 37 38 39 42 43 44
cat_threshold=131072 268435584 0 0 0 134217792 33554432 8192 33556480 8224 40960 8192 16 0 67108864 32 131106 16386 0 1073741824 526852 0 0 0 268435456 0 16 0 2097600 0 268435456 0 0 1073741968 131329 4256 52 17844288 140386 16388 0 524288 1082464 16388
is_linear=0
shrinkage=0.04


Tree=769
num_leaves=31
num_cat=15
split_feature=7 7 11 12 11 12 9 12 4 1 9 6 3 3 4 6 4 1 12 1 4 3 1 3 5 4 16 4 15 16
split_gain=0.965268 0.760526 0.563743 0.571092 0.455164 0.438577 0.372981 0.328688 0.327045 0.326213 0.274143 0.411725 0.434114 0.511582 0.262769 0.261683 0.394772 0.467646 0.326685 0.263604 0.247645 0.240341 0.224537 0.197305 0.144344 0.131296 0.131104 0.130055 0.164647 0.146733
threshold=0 1 2 3 4 5 6 7 13004860000.000002 4.5000000000000009 8 9 2015.5000000000002 2009.5000000000002 1246835000.0000002 10 141.00000000000003 5.5000000000000009 11 4.5000000000000009 9736.0000000000018 2009.5000000000002 4.5000000000000009 2004.5000000000002 1.5000000000000002 16472860000.000002 12 520.00000000000011 13 14
decision_type=9 9 9 9 9 9 9 9 8 10 9 9 10 8 10 9 10 10 9 10 8 8 10 10 8 8 1 8 9 1
left_child=7 25 5 4 10 27 -5 22 14 -10 23 -12 13 -13 -6 16 17 -8 21 -20 -15 -17 -1 -4 -22 -2 -7 -3 -29 -30
right_child=1 2 3 6 8 26 15 -9 9 -11 11 12 -14 20 -16 18 -18 -19 19 -21 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-2.4320689279886044e-05 0.00033770228933451002 -0.001240078006807786 1.4908322651418442e-06 -4.3086194865108703e-05 3.2772738441074338e-05 -0.00076478725677728624 3.5132747496602696e-05 -8.2701545084256465e-06 1.8658931028958579e-05 3.2093515316320369e-05 -2.477211532416092e-08 -9.1801403422922768e-06 -0.0025757668295376831 -1.1849803390205387e-06 -4.4996441012301602e-07 -0.00022623923313775374 -2.5758541614679568e-05 -1.2195015350300525e-05 -0.00011430472082280152 -3.9931389354755635e-06 3.0590967140779792e-05 2.3252424619625486e-05 8.9851814671370861e-06 -8.0547677930206357e-05 0.00031155634551661629 1.390341570911358e-05 -2.5240231533675257e-05 -1.5178592503082797e-05 -5.9774728760284885e-06 1.9590146749926962e-05
leaf_weight=41 35 25 79 110 26 62 173 314 43 137 234 39 25 32 35 29 62 46 46 199 27 235 78 27 107 68 263 118 56 154
leaf_count=41 35 25 79 110 26 62 173 314 43 137 234 39 25 32 35 29 62 46 46 199 27 235 78 27 107 68 263 118 56 154
internal_value=0.000252904 0.000556132 0.000401666 0.000787455 0.00155231 -0.000568941 8.78146e-05 -0.00146847 0.003 0.0039779 0.000895008 0.00131368 0.00248963 0.00320388 0.000580644 0.0003995 0.00135616 0.0022 -0.000146155 -0.00117188 0.00416766 0.000814545 0.000338461 -0.00088889 0.00491852 0.00375439 -0.00160714 0.000406592 0.000632218 0.00126697
internal_weight=2925 2492 2389 1711 811 678 900 433 241 180 570 464 230 205 61 790 281 219 509 245 166 264 119 106 134 103 325 353 328 210
internal_count=2925 2492 2389 1711 811 678 900 433 241 180 570 464 230 205 61 790 281 219 509 245 166 264 119 106 134 103 325 353 328 210
cat_boundaries=0 18 28 31 32 34 36 38 39 41 42 43 44 45 46 47
cat_threshold=1 33 1140850688 786432 2 8194 33554432 0 0 0 0 192 144 268435456 0 0 4112 384 268435456 268435456 0 0 0 134217728 0 8192 0 48 16417 589856 4097 1117442 4 1024 83943456 34 1 20 35136 0 176 268 384 83918944 2 2149580800 2
is_linear=0
shrinkage=0.04


Tree=770
num_leaves=31
num_cat=9
split_feature=7 7 5 8 2 3 0 0 12 12 2 12 7 0 2 2 2 3 2 3 12 2 2 3 2 9 2 3 4 2
split_gain=2.22485 1.21909 0.74229 0.733183 0.960073 0.727679 0.664307 0.603385 0.510412 0.49963 0.687371 0.477819 0.569493 0.331428 0.394214 0.686374 0.305182 0.298192 0.297 0.289181 0.452497 0.755987 0.905714 0.428293 0.420082 0.400728 0.601211 0.542414 0.324674 0.314958
threshold=0 1 3.5000000000000004 2 595.00000000000011 2015.5000000000002 39.07500000000001 16.750000000000004 3 4 30.500000000000004 5 6 15.500000000000002 21.500000000000004 105.50000000000001 9.5000000000000018 2010.5000000000002 29.500000000000004 2017.5000000000002 7 41.500000000000007 89.500000000000014 2007.5000000000002 2.5000000000000004 8 7.5000000000000009 2001.5000000000002 1950.0000000000002 24.500000000000004
decision_type=9 9 8 9 10 10 10 10 9 9 8 9 9 10 8 10 10 8 8 10 9 10 10 10 10 9 10 10 10 10
left_child=2 9 6 18 11 7 -1 -4 17 10 -2 13 16 -5 -15 -16 -13 -9 -3 20 21 23 -23 24 -14 26 -22 -28 -27 -30
right_child=1 3 5 4 -6 -7 -8 8 -10 -11 -12 12 19 14 15 -17 -18 -19 -20 -21 25 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=1.840145311570954e-05 -4.5889397615207172e-05 -5.5791319663405035e-05 0.00042320308258661662 4.5321500638349795e-05 9.8621206553965965e-05 2.2960052039875573e-05 3.4201378726245724e-05 4.0964936399945522e-05 -1.562371002457402e-05 -5.1320488173342865e-05 0.0013470642476934283 -0.00050355006024310268 5.7286917817404367e-05 7.7496424450690867e-05 -2.9039829041304022e-05 0.00017069683720129944 -7.0538988417385846e-06 1.418601577521138e-06 -3.5485690818390181e-07 4.7450309162370253e-05 -0.00052496318576196693 6.0625388046209033e-05 6.695900998679195e-07 0.00060566172369205882 -4.4420495187562902e-07 -7.921559332488804e-06 0.00043521378307449386 -1.1015679875547543e-05 0.00068105531465327237 -2.7731968310654179e-05
leaf_weight=25 68 135 28 91 26 33 31 55 158 398 50 55 51 99 91 26 357 54 121 67 31 38 35 25 143 443 55 26 53 42
leaf_count=25 68 135 28 91 26 33 31 55 158 398 50 55 51 99 91 26 357 54 121 67 31 38 35 25 143 443 55 26 53 42
internal_value=0.000206114 -0.000230194 0.00299747 0.000217713 0.00051218 0.00233435 0.00729824 0.00168919 0.00108955 -0.00194307 0.000372092 0.000397917 8.10046e-05 0.00179874 0.000995391 -0.000576272 -0.00115367 0.00303333 -0.00173783 0.000592156 0.000415694 0.00168977 0.00524324 0.000563635 -8.20522e-05 -0.000181544 0.00188618 0.00385366 -0.000641167 0.00145833
internal_weight=2910 2526 384 2010 1754 328 56 295 267 516 118 1728 1421 307 216 117 412 109 256 1009 942 292 73 219 194 650 112 81 538 95
internal_count=2910 2526 384 2010 1754 328 56 295 267 516 118 1728 1421 307 216 117 412 109 256 1009 942 292 73 219 194 650 112 81 538 95
cat_boundaries=0 17 35 65 66 67 68 80 82 84
cat_threshold=131072 268435600 33562624 8320 0 134217792 0 805306368 2048 0 40960 0 16 0 0 32 128 1 0 1073741824 2623492 524290 8192 0 0 65536 32 32 0 268435584 268435456 0 0 1073741840 128 1073741840 2048 4 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 128 0 0 8 0 0 0 0 524288 4096 8514 49216 1067040 0 1 67108864 0 0 0 131072 131072 33554432 0 0 256 16844032 32 256 176
is_linear=0
shrinkage=0.04


Tree=771
num_leaves=31
num_cat=11
split_feature=9 11 6 12 3 12 3 9 1 2 13 2 2 2 12 17 18 5 1 2 2 3 5 2 2 6 3 2 2 3
split_gain=0.793177 0.677074 0.513334 0.461038 0.458586 0.408415 0.419878 0.477802 0.956832 0.91199 0.39882 0.783195 0.750392 0.388272 0.50354 0.354504 0.380954 0.337349 0.313614 0.31234 0.793035 0.286966 0.400462 0.283666 0.278878 0.255634 0.434654 0.35349 0.26328 0.250599
threshold=0 1 2 3 2011.5000000000002 4 2015.5000000000002 5 5.5000000000000009 11.500000000000002 6 37.500000000000007 89.500000000000014 866.50000000000011 7 8 9 2.5000000000000004 3.5000000000000004 67.500000000000014 44.500000000000007 1984.5000000000002 1.5000000000000002 20.500000000000004 25.500000000000004 10 2018.5000000000002 24.500000000000004 4.5000000000000009 2002.5000000000002
decision_type=9 9 9 9 8 9 10 9 8 8 9 10 10 8 9 9 9 8 10 10 10 10 8 10 10 9 10 8 10 8
left_child=4 3 10 -2 -1 6 7 13 9 -9 11 -3 -13 14 17 -7 -17 -4 -6 20 21 22 -16 -11 -24 27 29 28 -18 -27
right_child=1 2 5 -5 18 15 -8 8 -10 23 -12 12 -14 -15 19 16 25 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.5060872175363087e-05 9.7391917145069773e-06 -7.418651919610784e-06 2.1860018915216619e-05 -1.7322593700583868e-05 -1.6085586073319804e-07 -2.3075414958114712e-05 0.00010176414113440567 0.0011561707439182269 -3.8272666223126582e-05 -4.1019971013133635e-06 -2.5979157976966256e-05 8.4173876057965641e-05 -1.5677673130099551e-05 0.00018177411840026466 -7.5376117320049879e-05 7.3047239388600679e-06 -0.00045281649542112766 -3.8322022281600471e-05 -2.8484493521265891e-05 -4.3364223224985255e-06 4.6568068960712688e-05 -0.00011067127240958004 5.6548229211526564e-05 2.2569092001985877e-05 -0.00019033772977390919 -1.710726354327645e-05 3.3475123816357741e-05 -0.00010363605567747363 3.9107530928046993e-05 1.0303322223821018e-05
leaf_weight=78 221 85 41 378 119 122 55 26 26 27 170 41 34 52 35 59 28 104 300 63 28 36 122 36 25 51 27 93 110 358
leaf_count=78 221 85 41 378 119 122 55 26 26 27 170 41 34 52 35 59 28 104 300 63 28 36 122 36 25 51 27 93 110 358
internal_value=0.000284648 0.000579545 0.000956567 -0.000583607 -0.00115748 0.00126645 0.00200291 0.0017299 0.00396825 0.00626667 -0.000469209 0.000935672 0.00394737 0.00111412 0.000756043 0.000661233 0.000998642 -0.00115385 -0.00170476 0.0016375 0.00233198 0.00149772 0.00214208 0.0035625 0.00305405 0.000736526 0.00128859 -0.000347108 0.000920862 0.000985365
internal_weight=2950 2453 1854 599 497 1524 676 621 115 89 330 160 75 506 454 848 726 145 419 309 246 218 182 63 147 667 436 231 138 409
internal_count=2950 2453 1854 599 497 1524 676 621 115 89 330 160 75 506 454 848 726 145 419 309 246 218 182 63 147 667 436 231 138 409
cat_boundaries=0 2 5 6 8 10 12 13 14 15 16 17
cat_threshold=384 40980 2214592544 1572864 6145 8 17842208 32 17015040 34 0 22528 12 163840 34 4 130
is_linear=0
shrinkage=0.04


Tree=772
num_leaves=31
num_cat=18
split_feature=7 6 7 0 0 1 8 15 12 9 18 8 15 0 12 0 1 11 0 0 0 6 12 7 12 5 9 12 0 0
split_gain=1.2216 0.774135 0.760962 0.436737 0.687191 0.468413 0.432158 0.309846 0.461285 0.653984 0.474683 0.46223 0.375194 0.409068 0.367777 0.413482 0.673794 0.352008 0.215727 0.372678 0.212674 0.206451 0.198189 0.276648 0.158364 0.155002 0.148635 0.146093 0.12718 0.12373
threshold=0 1 2 30.500000000000004 39.07500000000001 5.5000000000000009 3 4 5 6 7 8 9 43.675000000000004 10 40.250000000000007 5.5000000000000009 11 39.07500000000001 31.500000000000004 18.500000000000004 12 13 14 15 1.5000000000000002 16 17 38.57500000000001 18.500000000000004
decision_type=9 9 9 10 10 8 9 9 9 9 9 9 9 10 9 10 8 9 10 8 10 9 9 9 9 10 9 9 10 8
left_child=1 3 26 -1 -5 -6 -4 -8 9 17 -11 -10 13 21 -14 25 -17 -9 19 -19 -12 -13 -23 -24 28 29 27 -2 -25 -16
right_child=2 -3 6 4 5 -7 7 8 11 10 20 12 14 -15 15 16 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00049391906157797351 -2.4208775862935124e-06 -3.1275369256848102e-05 7.2134518098658875e-06 -0.00058828034636353675 1.413387513303254e-05 1.5818490529497416e-05 -0.00011581179446594295 -0.00014954319471396658 -2.0458286465473226e-05 0.0004308791569460742 4.8933221373791247e-05 6.735401911444285e-05 -0.00013356832750611173 4.6117016636975122e-05 -1.086874727143204e-05 -0.00047825927665030372 8.5669580624113184e-05 1.7516729585466633e-05 7.0976248868247793e-05 -2.8050934915313518e-07 2.023502627994882e-05 1.8187593634962937e-05 6.2061016181480371e-06 -5.0004286380148021e-05 -5.0658858966772847e-05 5.9585056007806485e-05 -3.0167971426905829e-05 -3.2426235116147279e-05 4.3607442910543654e-06 -3.686151911658442e-05
leaf_weight=34 102 112 168 32 167 33 132 139 238 26 25 100 141 31 47 33 34 198 71 30 105 128 117 45 112 28 135 104 121 130
leaf_count=34 102 112 168 32 167 33 132 139 238 26 25 100 141 31 47 33 34 198 71 30 105 128 117 45 112 28 135 104 121 130
internal_value=-1.09636e-05 0.00207712 -0.000329284 0.00323466 0.00271245 0.00358209 -5.24896e-05 -0.000217435 -8.16763e-05 0.000833057 0.00297006 -0.000501521 -0.000137292 0.000457142 -0.00106604 -0.000169612 0.00252941 1.78164e-05 0.000787096 0.000209606 0.0021374 0.000237179 -9.73792e-05 -0.000541873 -0.00121799 -0.00106796 -0.00205682 -0.00121659 -0.000361583 -0.00150562
internal_weight=2918 378 2540 266 232 200 2199 2031 1899 594 156 1305 1067 654 413 272 67 438 299 228 130 623 523 395 278 205 341 206 166 177
internal_count=2918 378 2540 266 232 200 2199 2031 1899 594 156 1305 1067 654 413 272 67 438 299 228 130 623 523 395 278 205 341 206 166 177
cat_boundaries=0 17 18 36 56 57 59 61 62 88 89 90 91 92 93 101 102 104 106
cat_threshold=0 16 0 512 524288 134217728 0 536870912 33556480 268443696 40960 0 0 0 67108864 32 1073741952 452 2 128 1610620928 2048 2 64 0 0 0 0 0 256 144 268435456 0 0 16 384 0 0 0 134217728 0 0 0 0 0 32768 0 2052 0 512 0 0 0 0 0 8192 11534336 67191808 34 0 2100 4 0 2048 0 0 2147483648 0 262144 0 0 0 0 0 8192 0 0 4096 0 0 0 0 128 0 0 8 0 16384 67108864 164128 4 384 1048864 0 0 0 0 0 0 131072 131072 10242 0 18480 16842754 32
is_linear=0
shrinkage=0.04


Tree=773
num_leaves=31
num_cat=11
split_feature=7 8 8 3 0 2 1 8 9 12 2 0 15 6 2 3 6 2 12 0 2 0 3 3 3 3 6 0 2 2
split_gain=1.12189 1.35646 0.696677 0.728615 0.456063 1.06515 0.522595 0.39314 0.420958 0.608396 0.515176 0.384687 0.359127 0.340146 0.585539 0.550319 0.510563 0.46919 0.455153 0.628539 0.50182 0.337728 0.345928 0.325459 0.288066 0.281793 0.326352 0.368531 0.268184 0.263709
threshold=0 1 2 2019.5000000000002 39.07500000000001 131.00000000000003 4.5000000000000009 3 4 5 6.5000000000000009 47.250000000000007 6 7 45.500000000000007 2012.5000000000002 8 15.500000000000002 9 15.500000000000002 144.50000000000003 29.500000000000004 1991.5000000000002 2021.5000000000002 2006.5000000000002 2010.5000000000002 10 40.675000000000004 16.500000000000004 145.50000000000003
decision_type=9 9 9 10 10 8 10 9 9 9 8 10 9 9 10 10 9 8 9 10 8 10 10 10 8 10 9 10 8 10
left_child=11 4 -3 7 6 -6 -2 -4 12 -10 -11 29 28 14 15 17 18 -14 -15 -20 -21 -8 -23 -5 -16 26 27 -12 -9 -1
right_child=1 2 3 23 5 -7 21 8 9 10 25 -13 13 16 24 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0147261006429043e-05 3.4817811775047724e-05 -4.6241423875103779e-05 -1.8859165551940121e-05 4.1477211631043808e-05 6.7569387189332513e-06 3.5600484102150773e-05 -0.00028333903486267396 3.6273080312129874e-05 -4.6359198297283949e-05 -0.00041701402276570203 5.0048865423499064e-05 8.25004896565797e-05 8.1350083265068206e-05 -2.4968930630982679e-05 3.3813144422222455e-05 -0.00062219928728417403 -4.1051725493281082e-05 -1.6251321567489702e-05 4.9933204034540204e-05 -4.9308883711719493e-06 0.00011306802424306258 3.9718074166194163e-05 -0.00036959572705443685 2.2327499749537385e-05 0.00014907515002058347 0.0011189207361975667 -1.3038132854094573e-05 -1.4545944908381937e-05 2.6875158341086536e-05 -6.2794746219432595e-05
leaf_weight=485 25 101 229 41 63 37 33 36 114 56 93 28 152 242 25 36 112 143 124 196 25 36 28 31 60 33 114 52 90 72
leaf_count=485 25 101 229 41 63 37 33 36 114 56 93 28 152 242 25 36 112 143 124 196 25 36 28 31 60 33 114 52 90 72
internal_value=0.000107105 0.000501282 0.000179583 0.000349379 0.00339914 0.00554455 0.00188618 0.000202793 0.000413068 -0.00060888 0.000245124 -0.00144295 0.000795526 0.000550621 0.00144262 0.000710842 5.63286e-06 0.00128378 0.000488293 0.00140449 0.000162161 0.000530611 0.00221538 0.00427397 0.0044186 0.000928327 0.000476922 0.00166667 0.00274452 -0.00169893
internal_weight=2912 2327 2105 2004 222 100 122 1932 1703 462 348 585 1241 1115 416 331 699 295 587 345 221 97 64 72 85 292 259 145 126 557
internal_count=2912 2327 2105 2004 222 100 122 1932 1703 462 348 585 1241 1115 416 331 699 295 587 345 221 97 64 72 85 292 259 145 126 557
cat_boundaries=0 18 48 77 96 98 100 101 102 103 104 105
cat_threshold=0 0 1140858880 526340 34 8256 0 0 33619968 0 32 128 128 268435456 0 0 16 128 0 12 0 0 0 0 0 2147483648 0 0 0 2048 0 0 0 4096 0 0 0 2048 0 0 4194304 0 0 32768 0 0 0 12288 1073741840 0 0 0 0 1 0 0 0 0 0 0 64 0 0 0 0 0 0 0 0 0 0 8 0 1073741824 0 0 128 268435456 0 4 0 0 0 262144 0 0 0 0 4 2048 0 0 0 0 0 33554432 1 22528 1059904 2 144703488 198 264 18039040 216
is_linear=0
shrinkage=0.04


Tree=774
num_leaves=31
num_cat=11
split_feature=8 8 9 12 2 2 12 2 12 15 3 2 2 2 12 18 2 2 4 9 2 2 2 2 2 2 2 1 13 2
split_gain=1.72279 0.816664 0.699104 0.645854 1.87526 0.831447 0.603464 0.599961 0.442844 0.431985 0.421014 0.529538 0.417689 0.41075 0.386932 0.408855 0.670759 0.378247 0.3657 0.400081 0.363314 0.348657 0.341897 0.340155 0.532955 0.30776 0.296028 0.277525 0.243123 0.292816
threshold=0 1 2 3 13.500000000000002 21.500000000000004 4 13.500000000000002 5 6 2009.5000000000002 52.500000000000007 8.5000000000000018 4.5000000000000009 7 8 65.500000000000014 38.500000000000007 10087555000.000002 9 50.500000000000007 6.5000000000000009 88.500000000000014 29.500000000000004 10.500000000000002 136.50000000000003 4.5000000000000009 5.5000000000000009 10 58.500000000000007
decision_type=9 9 9 9 8 10 9 10 9 9 8 10 8 10 9 9 8 8 8 9 8 10 8 10 10 8 8 10 9 8
left_child=3 18 8 4 -1 7 12 13 10 21 11 -3 -4 -5 22 -16 -17 -12 -2 -20 -19 26 23 24 -11 -21 -10 -22 29 -23
right_child=1 2 6 5 -6 -7 -8 -9 9 14 17 -13 -14 -15 15 16 -18 20 19 25 27 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.260830260385061e-06 -2.731921624573108e-05 0.0012480859490864849 -0.0004832507556536344 1.973675418184097e-05 0.00014055288650250276 -9.1845493697719458e-06 -3.8156699590281422e-05 3.08821607493849e-05 1.4643315117119505e-05 0.00016381623189824031 -3.6185361063936426e-05 -1.5520230017230063e-05 1.6056811581928882e-05 -1.3974641549594376e-05 -2.6631362638340762e-06 -4.2512016924967855e-06 4.073444212781825e-05 3.1528259405115132e-05 7.4479297810524309e-07 -3.3276404452028121e-05 4.9945843560476253e-06 -9.4830716831490286e-07 -2.2957466611839028e-06 0.00068891655411771409 -7.4932530422134485e-05 -1.1858750628068092e-06 0.0024605450627080924 -2.0209321173288744e-06 -1.1293135604745835e-05 0.00010362836094961303
leaf_weight=49 148 30 54 46 53 95 269 28 96 28 358 28 126 48 36 72 33 54 101 218 187 136 27 34 25 114 39 29 331 52
leaf_count=49 148 30 54 46 53 95 269 28 96 28 358 28 126 48 36 72 33 54 101 218 187 136 27 34 25 114 39 29 331 52
internal_value=-4.61809e-05 -0.000386951 -7.78684e-06 0.00267879 0.00523894 0.0012807 -0.00138261 0.00351219 0.000386051 0.000960869 -0.000378767 0.00284746 0.000418847 0.00193684 0.00233083 0.000763157 0.00207547 -0.000686805 -0.00169595 -0.00113364 0.000442803 0.000396992 0.004032 0.00559091 0.00348148 -0.0017726 0.00220588 -0.000294932 -6.92317e-05 0.00104523
internal_weight=2944 2625 2044 319 102 217 449 122 1595 909 686 58 180 94 255 141 105 628 581 433 270 654 114 87 53 332 135 216 519 188
internal_count=2944 2625 2044 319 102 217 449 122 1595 909 686 58 180 94 255 141 105 628 581 433 270 654 114 87 53 332 135 216 519 188
cat_boundaries=0 30 59 61 63 65 67 68 69 70 72 73
cat_threshold=0 8 0 134217728 2147483648 0 0 0 0 32768 0 2052 0 0 268435456 0 0 0 4096 0 0 0 0 0 0 268484608 0 0 0 12288 1342177296 2048 0 0 0 1 262144 0 1 0 0 0 2048 1049088 0 4096 0 0 33554432 0 2147483648 0 0 8 0 1073741824 0 0 524416 1 30720 42016 32 258 32 67281952 34 2215641088 16859392 4 0 20512 4
is_linear=0
shrinkage=0.04


Tree=775
num_leaves=31
num_cat=10
split_feature=8 7 12 8 12 9 12 3 9 5 3 2 2 0 2 4 0 1 2 2 2 2 2 1 4 2 12 2 2 12
split_gain=1.4645 1.0147 0.849271 0.78791 0.687275 0.641933 0.527065 0.434183 0.387266 0.360038 0.380707 0.354176 0.676383 0.352498 0.342517 0.326437 0.430977 0.325392 0.330625 0.322828 0.62303 0.311996 0.332571 0.307621 0.405827 0.363117 0.358185 0.287214 0.55029 0.285597
threshold=0 1 2 3 4 5 6 2001.5000000000002 7 3.5000000000000004 2019.5000000000002 24.500000000000004 31.500000000000004 18.500000000000004 136.50000000000003 972430000.00000012 30.500000000000004 3.5000000000000004 48.500000000000007 11.500000000000002 24.500000000000004 45.500000000000007 108.50000000000001 5.5000000000000009 11633120000.000002 26.500000000000004 8 52.500000000000007 12.500000000000002 9
decision_type=9 9 9 9 9 9 9 10 9 10 10 10 10 8 10 8 10 10 10 8 10 8 10 8 10 10 9 10 8 9
left_child=4 2 8 -3 19 7 21 17 11 10 23 -2 -13 -10 -6 -7 -17 -4 -19 -1 -21 -5 -23 25 -25 29 -27 28 -18 -8
right_child=1 3 5 6 14 15 9 -9 13 -11 -12 12 -14 -15 -16 16 27 18 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2.3635873352624473e-05 -0.00016471767840871643 -3.4259588370893095e-05 0.0010454361378153005 1.6931815475090515e-05 3.9073477028554546e-05 -0.00031410379493810594 4.1419257471053061e-05 -0.0012724961111193287 3.1482532349996937e-05 9.9933346970155007e-05 1.4601246355326323e-05 8.2568544720478237e-05 -2.5436156261373183e-05 7.0109331569728795e-07 2.2911367913339251e-06 -0.00086972397175737388 -1.6853561999303227e-05 4.6359077354757393e-05 9.2820531538582513e-05 3.8871939541438554e-05 -8.6453104197440759e-06 -4.6277321590468879e-05 5.2884599571180021e-05 -1.9271717727155112e-05 3.7577751457215331e-07 -2.0019280131186703e-06 -3.8323164556534481e-05 -0.0011783311181736498 0.00038763149926159869 -1.0831366827847398e-05
leaf_weight=52 137 230 39 140 164 29 163 30 30 26 51 51 172 86 36 26 37 129 68 32 46 69 37 238 25 126 192 32 49 386
leaf_count=52 137 230 39 140 164 29 163 30 30 26 51 51 172 86 36 26 37 129 68 32 46 69 37 238 25 126 192 32 49 386
internal_value=-0.000120178 -0.000441549 0.000626349 -0.00102243 0.00234604 0.00187555 -0.000663935 0.00309025 -0.000542095 -0.00100821 -0.00112014 -0.00118598 -0.000232144 0.00138583 0.00379147 -6.52183e-05 0.00071724 0.00378059 0.00309091 -8.79274e-10 0.00162025 0.000996108 -0.000598132 -0.00127321 -0.0024697 -0.000907835 -0.00198119 0.0017479 0.00294253 -0.000283637
internal_weight=2928 2598 915 1683 330 439 1453 266 476 1207 1181 360 223 116 200 173 144 236 197 130 78 246 106 1130 263 867 318 118 86 549
internal_count=2928 2598 915 1683 330 439 1453 266 476 1207 1181 360 223 116 200 173 144 236 197 130 78 246 106 1130 263 867 318 118 86 549
cat_boundaries=0 30 47 49 76 77 79 81 83 84 85
cat_threshold=268435456 12 0 134217728 1073741824 0 0 0 0 0 0 4 0 0 268435456 0 0 0 4096 8192 0 0 0 0 0 32768 0 0 0 12288 268566529 17 570425344 0 0 134217730 131072 268574720 2048 48 0 192 0 0 0 32 1073741840 1281280 32 1073741824 0 0 0 2147549184 0 0 0 1 0 0 2048 8192 0 0 4096 0 0 33554432 2048 2147483904 0 0 8 0 0 68 17008672 0 2048 16640 32 0 6272 16878592 1212448
is_linear=0
shrinkage=0.04


Tree=776
num_leaves=31
num_cat=8
split_feature=7 7 6 2 1 11 2 0 5 8 2 0 3 4 8 2 3 2 1 9 3 3 4 2 2 2 2 6 0 2
split_gain=1.60966 1.11206 1.00214 1.21202 1.46227 0.59182 0.992286 0.494756 0.863459 0.418942 0.368119 0.320686 0.4172 0.494227 0.310111 0.531421 0.470766 0.395085 0.299859 0.264601 0.263005 0.261668 0.202017 0.262349 0.263603 0.384693 0.26169 0.186867 0.272773 0.218737
threshold=0 1 2 83.500000000000014 4.5000000000000009 3 100.50000000000001 39.07500000000001 3.5000000000000004 4 4.5000000000000009 44.07500000000001 2022.5000000000002 3890.0000000000005 5 147.50000000000003 2010.5000000000002 51.500000000000007 5.5000000000000009 6 2015.5000000000002 2011.5000000000002 2050.0000000000005 3.5000000000000004 8.5000000000000018 34.500000000000007 23.500000000000004 7 32.500000000000007 2.5000000000000004
decision_type=9 9 9 8 10 9 8 10 8 9 10 10 8 10 9 10 10 10 10 9 8 8 8 10 10 10 10 9 10 10
left_child=2 -2 10 4 -4 6 -3 -6 -9 -7 -1 14 -13 18 15 16 17 -11 -14 27 -10 -5 -21 -24 -25 26 -26 28 -16 -29
right_child=1 5 3 21 7 9 -8 8 20 11 -12 12 13 -15 19 -17 -18 -19 -20 22 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=5.9454317080714677e-06 -4.1196336784394362e-05 -1.8006299929567148e-05 2.3549498550903659e-05 2.7655095700183823e-05 -6.870658523546513e-06 -2.782021918811483e-05 6.9481701507716074e-05 2.4012911213964509e-05 7.6368119745915994e-05 1.3853797291782768e-05 -3.5404100064214546e-05 -0.00073990114616183768 0.00011090865939115091 -2.1747273633845268e-05 0.00010755569534663327 2.2843966500280282e-05 2.9418502464286882e-05 -1.7799549449783045e-05 1.6117589790177764e-05 0.0008348029977664987 7.2331267024156644e-06 -3.5428893723720796e-07 5.0627966163542781e-05 -0.00046170098782829502 6.2941272188096016e-06 -0.00011282297413214444 0.00048340999887254481 3.6712939953895266e-06 -4.3226034983734743e-06 -6.4111078626073205e-05
leaf_weight=46 469 63 28 34 32 163 40 28 27 386 78 29 55 32 50 40 31 150 31 25 46 61 32 46 61 50 25 62 348 333
leaf_count=46 469 63 28 34 32 163 40 28 27 386 78 29 55 32 50 40 31 150 31 25 46 61 32 46 61 50 25 62 348 333
internal_value=-0.000139215 -0.00050711 0.00225064 0.00365543 0.00590123 -0.000100825 0.00270175 0.00408955 0.00545098 -0.000263266 -0.000711112 -8.01345e-05 0.0017027 0.0027563 -0.000241464 0.000472491 0.000161971 -0.000119182 0.00432184 -0.000659637 0.00308108 0.000208332 0.000495999 0.000111627 -0.000480875 0.000408758 0.00202299 -0.00100995 -0.000371639 -0.00162562
internal_weight=2901 2521 380 256 161 2052 103 133 101 1949 124 1786 147 118 1639 607 567 536 86 1032 73 95 239 214 182 136 86 793 398 395
internal_count=2901 2521 380 256 161 2052 103 133 101 1949 124 1786 147 118 1639 607 567 536 86 1032 73 95 239 214 182 136 86 793 398 395
cat_boundaries=0 17 35 36 39 66 95 97 98
cat_threshold=2 128 33554432 512 0 134217728 0 8192 2048 268443648 0 0 16 0 67108864 32 1073745920 1 0 1074790400 2631684 34 0 0 272629760 33554432 0 32 192 268435456 268435456 0 0 16 128 78 0 2147484160 524288 16 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 256 0 0 0 0 1073758208 64 0 0 0 0 2147483648 0 0 2147483648 0 0 0 2052 0 0 0 0 0 0 4096 0 0 0 20971520 0 0 0 0 0 524288 0 6196 386
is_linear=0
shrinkage=0.04


Tree=777
num_leaves=31
num_cat=11
split_feature=7 11 7 15 2 2 2 18 12 12 2 9 2 7 2 0 0 9 3 2 2 3 2 2 12 2 2 0 2 2
split_gain=1.31394 0.885196 0.752964 0.537764 1.20416 0.436356 0.491888 0.428168 0.420451 0.367841 0.359402 0.342233 0.326394 0.424795 0.514863 0.4985 0.331532 0.313176 0.332075 0.275782 0.608745 0.243467 0.342986 0.325333 0.373677 0.637219 0.326691 0.281013 0.243362 0.209411
threshold=0 1 2 3 136.50000000000003 365.00000000000006 898.00000000000011 4 5 6 23.500000000000004 7 321.00000000000006 8 11.500000000000002 14.500000000000002 39.07500000000001 9 2017.5000000000002 20.500000000000004 6.5000000000000009 2015.5000000000002 46.500000000000007 18.500000000000004 10 11.500000000000002 101.50000000000001 16.750000000000004 4011.5000000000005 41.500000000000007
decision_type=9 9 9 9 10 10 10 9 9 9 8 9 8 9 10 10 10 9 10 10 8 8 10 8 9 10 10 10 8 10
left_child=1 -1 9 19 7 8 -7 -5 11 28 -9 -4 13 14 -10 -16 -15 29 -19 20 -3 22 -13 24 25 -23 -25 -26 -2 -18
right_child=2 3 5 4 -6 6 -8 10 12 -11 -12 21 -14 16 15 -17 17 18 -20 -21 -22 23 -24 26 27 -27 -28 -29 -30 -31
leaf_value=-1.5403463791567381e-05 -1.1846530972565761e-05 3.9181703960668112e-06 -2.2052593782097325e-05 0.00026178451371270897 -8.634248162988938e-05 8.7074630901782426e-06 -2.9939304171934402e-06 2.4454121349385971e-05 -0.00029821608667379506 -2.6501483314400951e-05 7.5452945398101366e-05 -0.00024589433180295791 2.7115518876243086e-05 -0.00022364062169216627 -0.0016512026828986945 2.2344004906877728e-05 1.8444551746331615e-06 -3.2730278726702045e-05 5.7183207688502977e-05 4.0748991898156692e-05 -0.00010519440657683097 6.9348631828710785e-05 4.9285827740588264e-05 -1.1502983995807231e-06 5.798836720034055e-05 0.000160627808568682 0.00043098359009751763 -7.7828209813258917e-06 4.3479053473879785e-05 -1.7274379646216131e-05
leaf_weight=111 273 29 156 36 32 29 25 44 65 237 25 68 51 132 25 177 92 370 42 54 48 81 32 395 36 35 49 129 49 26
leaf_count=111 273 29 156 36 32 29 25 44 65 237 25 68 51 132 25 177 92 370 42 54 48 81 32 395 36 35 49 129 49 26
internal_value=-0.000207178 0.00195897 -0.000532303 0.00318279 0.00494595 -0.000167819 0.00334545 0.00735849 -0.000267075 -0.00181754 0.0092 0.000318547 -0.00084763 -0.00102796 0.000330934 0.0013399 -0.00155721 -0.00112994 -0.00162648 0.00109859 -0.000358975 0.000645932 -0.00118812 0.00090909 0.00197163 0.00359055 0.000233707 0.000568181 -0.000864866 0.00068217
internal_weight=2953 379 2574 268 137 2015 54 105 1961 559 69 981 980 929 267 202 662 530 412 131 77 825 100 725 281 116 444 165 322 118
internal_count=2953 379 2574 268 137 2015 54 105 1961 559 69 981 980 929 267 202 662 530 412 131 77 825 100 725 281 116 444 165 322 118
cat_boundaries=0 17 20 38 39 40 42 44 46 56 58 59
cat_threshold=268435457 144 33554432 512 0 134217728 0 8192 2048 8192 8192 128 16 0 0 32 1073741824 32 1536 524288 0 32 1074798592 264192 34 66 33554432 268435456 33619968 134217728 32 0 0 268435456 0 0 4240 128 201326592 4 1132896 32 188418 32 0 4100 2 1 536870912 0 0 0 131072 131072 0 32 0 4224 82176
is_linear=0
shrinkage=0.04


Tree=778
num_leaves=31
num_cat=8
split_feature=7 8 7 4 5 2 2 1 9 2 4 2 2 2 2 2 7 2 2 7 4 6 2 2 2 2 2 11 2 2
split_gain=1.98837 1.35378 0.750804 1.36644 0.658911 0.541561 0.540842 0.616711 0.487432 0.797566 0.442512 0.432424 0.410727 0.567663 0.372792 0.358299 0.293174 0.290692 0.26417 0.253422 0.361043 0.20281 0.2266 0.194312 0.183086 0.319686 0.258732 0.174808 0.158893 0.158027
threshold=0 1 2 5081865000.000001 3.5000000000000004 38.500000000000007 50.500000000000007 2.5000000000000004 3 5.5000000000000009 293.00000000000006 46.500000000000007 21.500000000000004 6.5000000000000009 63.500000000000007 39.500000000000007 4 12.500000000000002 3.5000000000000004 5 11.000000000000002 6 17.500000000000004 12.500000000000002 86.500000000000014 79.500000000000014 455.00000000000006 7 24.500000000000004 42.500000000000007
decision_type=9 9 9 8 8 10 10 10 9 10 10 10 8 10 10 10 9 10 10 9 10 9 10 10 10 10 10 9 10 10
left_child=16 18 3 -3 -5 8 11 -8 9 -4 14 29 13 -10 -9 -6 17 -1 -2 23 21 22 -21 -15 25 -16 -26 28 -20 -7
right_child=1 2 5 4 15 6 7 10 12 -11 -12 -13 -14 19 24 -17 -18 -19 27 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-3.0921986244327266e-07 1.1281380844224515e-06 1.7286281127455703e-05 4.6639086693995344e-05 2.6137966639112982e-05 1.5582080111483827e-05 2.0675248958385819e-05 3.4302763083935862e-06 -7.3511739877782652e-05 -1.8095699134316997e-05 -4.9620476255019981e-07 -6.3044500988435973e-05 9.6734708644970408e-05 -4.7417047518693709e-05 -0.00025866564272359721 3.1939827934142015e-05 -9.6088727614216903e-05 -3.2869427567751204e-05 -4.6944794359181606e-05 -0.00026079062073673431 6.3797678245511403e-05 -1.8657728624953718e-05 7.3915214339414028e-05 -4.4430925850561372e-05 3.0802227424707763e-05 -4.0269048912878222e-06 1.0318245340795269e-05 1.1580344672918434e-05 -2.3893373752137092e-05 5.0730587381116091e-06 -5.6209352510555195e-06
leaf_weight=136 57 36 43 27 138 65 42 49 284 61 35 47 302 61 55 54 220 208 33 99 82 152 35 71 117 31 30 244 69 31
leaf_count=136 57 36 43 27 138 65 42 49 284 61 35 47 302 61 55 54 220 208 33 99 82 152 35 71 117 31 30 244 69 31
internal_value=-5.4898e-06 0.000508258 0.000945862 0.00293233 0.00183636 0.000629476 0.0017336 0.000899999 0.000167925 0.00264348 0.000289307 0.00380555 -9.4805e-05 0.00038726 0.000819787 0.000994818 -0.00211478 -0.00128451 -0.00157488 0.0011976 0.00170976 0.00242509 0.000993103 -0.000335665 0.00148718 0.00294253 0.000621621 -0.00202882 -0.00042478 0.0022268
internal_weight=2914 2350 1947 255 219 1692 502 359 1190 104 317 143 1086 784 282 192 564 344 403 500 368 286 134 132 233 86 147 346 102 96
internal_count=2914 2350 1947 255 219 1692 502 359 1190 104 317 143 1086 784 282 192 564 344 403 500 368 286 134 132 233 86 147 346 102 96
cat_boundaries=0 18 45 62 64 82 91 92 93
cat_threshold=268435456 268435456 1073741824 2885632 524290 8256 33554432 268435456 33619968 134217728 32768 2097536 128 268435456 0 0 144 384 1342177296 0 0 0 65536 1 0 2147483648 1 0 0 0 64 0 0 4096 0 0 33554432 0 384 524288 4194304 8 0 1073741824 64 131073 144 8192 0 0 134217728 0 8192 0 8192 8192 0 0 0 0 32 1073745920 1073741825 8320 0 0 1073741824 2621440 0 0 0 268435456 33619968 0 32768 128 0 0 0 0 144 128 0 0 0 0 0 0 131072 537001984 2048 78 32800
is_linear=0
shrinkage=0.04


Tree=779
num_leaves=31
num_cat=10
split_feature=7 7 2 2 12 9 6 9 0 12 0 2 13 2 6 2 0 2 2 0 7 1 2 4 2 2 2 2 2 2
split_gain=1.39268 0.664461 1.22016 0.868552 0.417276 0.618115 0.444 0.617988 0.41048 0.554273 0.587648 0.716663 0.399896 0.518945 0.396944 0.384218 0.365654 0.316886 0.291571 0.286983 0.255863 0.286397 0.24676 0.298326 0.587794 0.239702 0.232345 0.220543 0.218325 0.213491
threshold=0 1 155.00000000000003 36.500000000000007 2 3 4 5 20.500000000000004 6 9.5000000000000018 16.500000000000004 7 28.500000000000004 8 14.500000000000002 16.750000000000004 20.500000000000004 12.500000000000002 37.750000000000007 9 4.5000000000000009 20.500000000000004 28.000000000000004 10.500000000000002 24.500000000000004 45.500000000000007 3.5000000000000004 38.500000000000007 17.500000000000004
decision_type=9 9 8 10 9 9 9 9 8 9 10 10 9 8 9 8 10 8 10 10 9 8 8 10 10 10 10 10 10 8
left_child=25 2 3 -2 5 17 7 -6 9 10 -8 -12 13 27 -10 -7 28 -3 -14 -20 21 -17 23 24 -16 -1 -19 -9 -11 -22
right_child=1 4 -4 -5 6 15 8 12 14 16 11 -13 18 -15 22 20 -18 26 19 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0556606358637988e-05 7.2156825352838163e-06 1.9230792368918631e-07 -3.5185861777429388e-05 7.4293643326888494e-05 -1.4254687370853715e-05 -4.832459206356678e-05 -0.001648130634505177 0.00011242506467524519 -2.3025903028429293e-05 -1.0874130174590006e-05 0.00051305203959463536 2.8773634923070442e-05 0.00036372059663211095 2.2129796002912166e-05 6.98248106604391e-07 -8.4301897767647134e-05 9.674943461553836e-05 0.00017518155372284815 2.1461057474660197e-05 1.8254209576434279e-05 3.7055142669339142e-05 3.5919931931081051e-05 -1.1254106774483699e-05 -5.4747875402938459e-07 8.4686302234586501e-05 -4.5595192734815358e-05 1.6181323412099987e-06 -3.8199940034036944e-05 -0.00016454363282378503 -4.6354940643419324e-06
leaf_weight=196 55 73 37 35 137 291 30 32 158 79 27 55 116 56 93 28 32 29 51 135 40 128 196 39 39 145 28 114 55 398
leaf_count=196 55 73 37 35 137 291 30 32 158 79 27 55 116 56 93 28 32 29 51 135 40 128 196 39 39 145 28 114 55 398
internal_value=-3.68862e-05 0.000283403 0.00298551 0.00571428 0.000131173 -0.00048733 0.000566322 0.00134356 -6.3883e-05 0.00117563 0.00318699 0.00520482 0.00198835 0.000525821 -0.000722434 -0.000870537 -0.000361583 0.00198581 0.00291374 0.00201069 -0.000295799 0.00105389 3.17451e-05 0.00113953 0.00204511 -0.00239773 0.00434483 -0.000707484 -0.0013037 -0.000783965
internal_weight=2927 2586 127 90 2459 1015 1444 641 803 278 112 82 504 202 525 885 166 130 302 186 594 156 367 171 132 341 57 146 134 438
internal_count=2927 2586 127 90 2459 1015 1444 641 803 278 112 82 504 202 525 885 166 130 302 186 594 156 367 171 132 341 57 146 134 438
cat_boundaries=0 14 30 32 34 35 37 38 39 40 52
cat_threshold=2 33 1073750016 788992 34 64 33554432 272629760 0 134217728 0 256 0 268435456 0 128 33554432 0 0 134217728 0 8192 0 0 8192 0 0 0 0 32 68331520 34 1 4224 326 0 4240 17442 2 8 131072 0 0 0 0 0 0 131072 2048 0 0 128
is_linear=0
shrinkage=0.04


Tree=780
num_leaves=31
num_cat=9
split_feature=7 8 7 0 1 4 0 2 8 0 12 2 2 4 9 12 2 2 2 12 2 0 2 0 5 0 12 2 4 2
split_gain=1.07409 1.02816 0.592662 0.583938 0.542737 0.532742 0.440469 0.417743 0.401501 0.467526 0.44055 0.4235 0.841341 0.314527 0.328821 0.650106 0.456238 0.342433 1.06077 0.332016 0.307297 0.288486 0.287997 0.287192 0.256533 0.27076 0.266513 0.308312 0.288879 0.234418
threshold=0 1 2 9.5000000000000018 3.5000000000000004 29019565000.000004 40.675000000000004 22.500000000000004 3 50.425000000000004 4 27.500000000000004 129.50000000000003 1553.0000000000002 5 6 8.5000000000000018 11.500000000000002 16.500000000000004 7 199.50000000000003 39.07500000000001 442.50000000000006 16.750000000000004 1.5000000000000002 39.07500000000001 8 7.5000000000000009 11029.500000000002 131.00000000000003
decision_type=9 9 9 10 10 8 10 10 9 10 9 10 10 10 9 9 10 10 10 9 8 10 8 10 10 10 9 10 10 10
left_child=5 3 -3 -2 -5 7 13 -1 -4 10 11 -10 -13 14 -6 16 -16 23 -19 -20 24 -21 -22 -17 25 -12 27 -27 -28 -7
right_child=1 2 8 4 6 29 -8 -9 9 -11 20 12 -14 -15 15 17 -18 18 19 21 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=3.4949426912255378e-05 -4.0124437069764587e-05 -2.9252276048879959e-05 -1.225761472076964e-05 3.3493861456336718e-05 1.7865829190063341e-05 2.0544611352271004e-05 -7.1392378321797104e-05 5.3503037586635125e-05 -4.4570397093208728e-06 6.4873741252013817e-05 -0.0001039068380014923 0.0011370831675244783 -2.1117492647437867e-05 -0.00014790288244167737 4.2999842244602803e-05 0.00012274746887771409 -1.0951807382542634e-05 0.00023192025452957454 4.6350236099534362e-07 1.7592010341990109e-05 9.1040981921042613e-05 0.00016092264218574799 -1.593090405425967e-06 -0.00026777325666826982 -0.0010379290850408569 6.8991873486215564e-06 -3.2590206476536207e-06 -0.00029939223794183171 2.6762581933590822e-05 -3.1096179925538608e-05
leaf_weight=40 119 212 156 31 133 103 57 26 139 34 160 48 33 33 33 28 172 33 138 112 36 30 179 70 76 35 533 77 25 34
leaf_count=40 119 212 156 31 133 103 57 26 139 34 160 48 33 33 33 28 172 33 138 112 36 30 179 70 76 35 533 77 25 34
internal_value=-0.000170301 -0.000382064 -0.000964653 0.000643999 0.00101033 0.00256075 0.000814285 0.00561194 -0.000677044 -0.000447331 -0.000569301 0.00103896 0.00336585 0.00106258 0.001232 0.000791068 -0.00101852 0.00169668 0.00238216 0.00156584 -0.000886927 0.00282353 0.000462962 -0.000323233 -0.0012172 -0.00101083 -0.000655739 -0.00234146 -0.000267136 0.00124638
internal_weight=2935 2732 1743 989 870 203 839 66 1531 1375 1341 220 81 782 749 616 205 411 313 280 1121 142 215 98 906 830 670 112 558 137
internal_count=2935 2732 1743 989 870 203 839 66 1531 1375 1341 220 81 782 749 616 205 411 313 280 1121 142 215 98 906 830 670 112 558 137
cat_boundaries=0 16 43 60 87 88 90 91 93 95
cat_threshold=268435457 128 33554432 0 0 134217728 0 8192 0 8208 8192 0 0 0 67108864 32 0 12 0 134217728 2147483648 1 0 0 0 32768 0 131076 2048 0 268435456 0 0 0 4096 8194 128 0 16777216 0 0 268484608 4 0 1 67108864 2099200 34 0 0 131072 0 0 0 0 0 268435456 0 0 4096 16 2048 0 0 0 0 0 0 1 0 0 0 64 0 0 0 0 0 0 0 256 524288 0 8 0 0 64 16704 1 20512 133442 68174848 32 1051680 2
is_linear=0
shrinkage=0.04


Tree=781
num_leaves=31
num_cat=7
split_feature=11 2 15 3 17 13 2 0 2 9 2 0 9 2 4 2 2 2 2 3 3 2 2 2 2 2 4 9 3 2
split_gain=0.398782 0.35174 0.370422 0.680369 0.518973 0.446357 0.343946 0.279609 0.330057 0.278623 0.26268 0.255187 0.297826 0.487728 0.487023 0.456984 0.300267 0.248699 0.240332 0.23358 0.209997 0.230588 0.384277 0.206242 0.42116 0.300155 0.18824 0.205405 0.308128 0.227301
threshold=0 3550.0000000000005 1 2015.5000000000002 2 3 510.50000000000006 30.500000000000004 5.5000000000000009 4 2.5000000000000004 40.675000000000004 5 10.500000000000002 3681544000.0000005 9.5000000000000018 19.500000000000004 36.500000000000007 12.500000000000002 1994.5000000000002 2000.5000000000002 105.50000000000001 47.500000000000007 38.500000000000007 71.500000000000014 31.500000000000004 293.00000000000006 6 1977.5000000000002 13.500000000000002
decision_type=9 10 9 10 9 9 8 8 10 9 8 10 9 10 8 10 10 10 10 10 10 8 10 10 10 10 10 9 10 10
left_child=17 2 3 23 11 6 26 20 9 -9 -11 12 13 -4 -14 -16 18 -1 -17 -15 21 22 -7 25 -25 -2 27 28 29 -6
right_child=1 -3 4 -5 5 7 -8 8 -10 10 -12 -13 14 19 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012795256550588005 1.1816136470677445e-06 5.337373709718636e-05 -0.00066655618035836182 0.00029119515895504157 -4.1912856088283814e-05 3.1693065988614302e-05 4.2462747989390344e-05 -3.9853347971956872e-05 -1.2696802137586083e-05 -0.00021822346946671401 1.6053797088823463e-05 -2.4624589303293582e-05 -9.0789611904499751e-06 4.8349163744861936e-05 4.0867681732288623e-05 1.237480550256009e-05 2.9083017772020427e-05 -6.3584238247351399e-06 -7.2779196083242343e-06 -0.00040218062515791629 -0.00011760437265110151 2.5027017245961006e-05 -0.00010407704272096397 0.00030190440807421074 -4.2468466705520248e-06 -4.8299972410435661e-05 3.2811491702423191e-05 1.3367383382632794e-06 -8.0364867206738567e-05 3.9724605693402744e-06
leaf_weight=70 262 28 37 34 30 250 27 143 530 43 155 79 66 49 42 36 45 40 26 29 38 25 105 56 72 28 41 435 49 48
leaf_count=70 262 28 37 34 30 250 27 143 530 43 155 79 66 49 42 36 45 40 26 29 38 25 105 56 72 28 41 435 49 48
internal_value=-6.57769e-05 3.12158e-05 -1.43843e-05 0.00101944 -0.000218898 -0.000495338 0.000374414 -0.000920001 -0.00133486 -0.000362574 0.000612439 0.00105714 0.001571 -0.000158731 0.00238938 0.00376 0.00233333 -0.00231405 0.000507936 0.00162025 -7.63733e-05 0.000209973 -5.61807e-05 0.000591884 0.00192248 -9.50397e-10 0.000178807 -1.42105e-05 -0.00136232 0.000101265
internal_weight=2918 2808 2780 452 2328 1919 630 1289 871 341 198 409 330 115 215 149 107 110 62 78 418 380 355 418 128 290 603 562 127 78
internal_count=2918 2808 2780 452 2328 1919 630 1289 871 341 198 409 330 115 215 149 107 110 62 78 418 380 355 418 128 290 603 562 127 78
cat_boundaries=0 3 5 6 7 9 11 13
cat_threshold=0 2148081664 4097 2281701376 262145 9 4 128 2080 256 10240 0 4148
is_linear=0
shrinkage=0.04


Tree=782
num_leaves=31
num_cat=12
split_feature=8 7 8 12 6 12 8 9 2 2 2 2 2 2 2 7 12 12 12 2 2 2 1 4 2 2 2 2 2 2
split_gain=1.73626 1.18561 0.709723 0.437239 0.397029 0.408991 0.373587 0.366844 0.840248 0.575633 0.607474 0.390259 0.364795 0.353688 0.332634 0.322267 1.362 0.37322 0.325034 0.360256 0.319568 0.272364 0.271604 0.312945 0.228785 0.369021 0.262244 0.227687 0.222462 0.220665
threshold=0 1 2 3 4 5 6 7 12.500000000000002 69.500000000000014 161.00000000000003 3.5000000000000004 31.500000000000004 65.500000000000014 131.00000000000003 8 9 10 11 46.500000000000007 39.500000000000007 19.500000000000004 5.5000000000000009 1074820000.0000002 77.500000000000014 7.5000000000000009 19.500000000000004 8.5000000000000018 23.500000000000004 23.500000000000004
decision_type=9 9 9 9 9 9 9 9 10 10 10 8 8 10 8 9 9 9 9 10 10 10 8 8 10 8 10 8 8 10
left_child=3 14 -3 24 5 -4 29 11 22 -10 -11 -6 -8 -7 -2 16 -13 20 19 -17 -18 -19 23 -9 25 -1 -27 -20 -29 -5
right_child=1 2 4 6 7 13 12 8 9 10 -12 15 -14 -15 -16 18 17 21 27 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.0403533625448936e-05 -2.5968479356012904e-05 -1.6133154678126037e-05 -0.00011696686104271902 -0.00017383067614325614 5.2826495229555916e-05 -1.0493892765465588e-05 1.7096118532180301e-05 0.0008631995434083199 -7.9815246873186127e-05 5.443351925863583e-05 -5.6989564470200091e-07 -5.6418638678259125e-05 2.7417955214070157e-05 8.6519574397189808e-05 -9.8478452811279725e-06 -1.4220154341274315e-05 0.00021077393996089399 8.914247974366692e-05 -0.00076926157793163346 0.00062642290123574669 -1.7189216943833687e-05 0.00010378827582073663 3.8101476064293713e-05 2.7506620808880004e-06 9.7865842212159848e-06 -2.2263908366905878e-05 7.9781511235213847e-07 9.6623015105885638e-06 -4.0730145610902931e-05 7.2075683393385183e-06
leaf_weight=25 361 234 111 38 114 218 76 25 126 27 26 208 25 30 180 112 73 44 72 46 61 99 26 57 25 40 44 127 240 75
leaf_count=25 361 234 111 38 114 218 76 25 126 27 26 208 25 30 180 112 73 44 72 46 61 99 26 57 25 40 44 127 240 75
internal_value=-0.000249495 -0.000604263 -0.000164831 0.00236212 0.000103615 -0.00107027 0.00348444 0.000393573 0.00165101 2.22213e-05 0.00348148 7.95351e-05 0.00532143 -0.000123553 -0.00225362 -0.000155126 0.000604838 0.00240278 -0.000769738 0.000757396 0.00071724 0.00381818 0.00447706 0.00327711 0.000441378 -0.000327274 -0.0016 -0.00132445 -0.000945653 0.00151613
internal_weight=2965 2617 2076 348 1842 359 214 1483 287 179 53 1196 101 248 541 1082 485 277 597 158 134 143 108 82 134 109 84 439 367 113
internal_count=2965 2617 2076 348 1842 359 214 1483 287 179 53 1196 101 248 541 1082 485 277 597 158 134 143 108 82 134 109 84 439 367 113
cat_boundaries=0 30 48 77 78 79 80 92 94 102 104 105 106
cat_threshold=268435456 1048588 0 134217728 0 0 0 2147483648 0 0 0 2052 0 1024 0 0 0 0 0 0 0 0 0 0 0 49152 0 0 0 4096 131073 0 1048576 2099204 34 0 0 272629760 2048 134217760 8192 128 67108864 268435456 0 0 4112 128 16 2048 0 0 0 1 0 0 1 0 0 0 8256 0 0 4096 0 0 33554432 0 0 524288 4194304 0 0 0 64 0 524288 16974082 84 1091648 0 12 0 0 0 0 0 2147483648 0 0 0 2048 0 18596 0 129 0 0 0 0 131072 537001984 165184 32 83953664 34112
is_linear=0
shrinkage=0.04


Tree=783
num_leaves=31
num_cat=7
split_feature=8 7 4 4 3 7 8 2 1 3 9 0 2 0 9 2 2 2 4 11 2 2 2 2 0 2 4 0 2 2
split_gain=1.24561 0.77202 0.8576 0.697772 0.669653 0.510989 0.697133 0.372115 0.312728 0.325176 0.319522 0.614734 0.257586 0.287059 0.2226 0.686321 0.564269 0.441055 0.341085 0.278781 0.463159 0.394231 0.859474 0.26999 0.225373 0.216051 0.335082 0.214484 0.72746 0.599328
threshold=0 1 1525190000.0000002 4850.0000000000009 2010.5000000000002 2 3 6.5000000000000009 4.5000000000000009 2014.5000000000002 4 48.175000000000004 3.5000000000000004 20.500000000000004 5 9.5000000000000018 39.500000000000007 8.5000000000000018 2050.0000000000005 6 84.500000000000014 24.500000000000004 19.500000000000004 48.500000000000007 16.750000000000004 60.500000000000007 31889.500000000004 39.07500000000001 6.5000000000000009 9.5000000000000018
decision_type=9 9 10 10 8 9 9 8 8 8 9 10 8 8 9 10 10 8 8 9 10 10 10 10 10 8 10 10 8 8
left_child=3 2 7 4 -1 -3 -7 -2 -8 -10 12 14 -11 -14 17 -16 -17 24 -19 20 21 22 -20 -23 -12 -15 -27 29 -29 -6
right_child=1 5 -4 -5 27 6 8 -9 9 10 11 -13 13 25 15 16 -18 18 19 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.5126330235076947e-06 3.5609528382488049e-05 -2.4248733872316756e-05 3.0760410853801172e-07 -0.00036112696802868079 -0.00021749425639915922 -3.3856936862832757e-05 -3.2883483592042519e-05 3.6972813955104959e-06 -1.3017652587949812e-05 3.2511061004495605e-05 0.00014022440860308875 0.00010134294107683883 2.5753283120883165e-05 -0.00015917766411743361 0.00077816601148648446 -4.085255519126218e-05 2.6956850221624293e-05 -0.00035844185451052802 2.9370229351179641e-05 1.0530822922581647e-06 0.00023406140893240523 -8.2607190933268548e-05 0.00021998348190446039 1.9084729389296249e-06 -9.8943074775749887e-05 1.1787948442365773e-05 -9.9168588525528221e-06 4.6263645874721606e-05 1.1255412356817991e-05 3.0009155067913978e-05
leaf_weight=57 43 234 25 27 30 210 139 252 231 47 38 26 31 197 49 35 25 40 128 450 30 56 32 42 155 65 25 47 140 46
leaf_count=57 43 234 25 27 30 210 139 252 231 47 38 26 31 197 49 35 25 40 128 450 30 56 32 42 155 65 25 47 140 46
internal_value=-5.68923e-05 -0.000359328 0.00145015 0.00215642 0.00274143 -0.000618468 -0.000409312 0.000878377 -0.000153349 -4.69855e-06 0.000214673 0.000551476 -0.000797873 -0.00122884 0.00040703 0.00203333 -0.000655739 0.000199592 0.000626443 0.000822732 0.00176589 0.00126641 0.00248447 -0.000727274 -0.00150516 -0.001625 -9.43194e-10 0.00359091 0.00431915 0.00176623
internal_weight=2952 2605 320 347 320 2285 2051 295 1841 1702 1471 1106 365 318 1080 109 60 971 778 738 288 258 160 98 193 287 90 263 187 76
internal_count=2952 2605 320 347 320 2285 2051 295 1841 1702 1471 1106 365 318 1080 109 60 971 778 738 288 258 160 98 193 287 90 263 187 76
cat_boundaries=0 27 44 62 89 91 93 95
cat_threshold=268435456 8 0 134217728 2147549184 0 0 2147483648 0 32768 0 2052 0 0 0 0 0 0 4096 0 0 0 0 0 0 49152 4 131075 145 8192 8192 0 0 0 536879104 33554432 8192 0 0 0 0 67108864 0 4096 0 0 537919488 2097152 2 134217792 0 0 0 16 8192 2097152 128 268435456 0 0 16 128 16 2052 0 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 2048 128 0 0 8 0 0 64 256 24724 0 6176 32772 1024
is_linear=0
shrinkage=0.04


Tree=784
num_leaves=31
num_cat=9
split_feature=8 8 7 12 2 0 2 2 4 12 2 12 8 2 2 4 0 2 0 0 2 2 4 11 12 2 2 0 2 0
split_gain=1.72605 0.989876 0.633569 0.882125 0.920881 0.594202 0.730172 0.63621 0.37212 0.364883 0.378312 0.362934 0.380962 0.387569 0.351282 0.334953 0.315872 0.298855 0.291352 0.219749 0.208329 0.204486 0.203314 0.195558 0.319283 0.190231 0.38456 0.518237 0.263615 0.152623
threshold=0 1 2 3 5.5000000000000009 32.500000000000007 39.500000000000007 17.500000000000004 16000.000000000002 4 9.5000000000000018 5 6 17.500000000000004 44.500000000000007 54014.000000000007 25.500000000000004 45.500000000000007 18.500000000000004 9.5000000000000018 21.500000000000004 9.5000000000000018 6050.0000000000009 7 8 24.500000000000004 47.500000000000007 16.750000000000004 84.500000000000014 18.500000000000004
decision_type=9 9 9 9 10 10 10 8 8 9 10 9 9 10 10 8 10 10 10 10 10 10 8 9 9 10 10 10 10 10
left_child=5 -2 3 4 -3 16 7 8 -7 19 18 22 13 21 -15 17 -1 -14 -11 -5 -9 -13 -4 24 -17 -12 27 -27 -28 -24
right_child=1 2 11 9 -6 6 -8 20 -10 10 25 12 15 14 -16 23 -18 -19 -20 -21 -22 -23 29 -25 -26 26 28 -29 -30 -31
leaf_value=2.3653570955075846e-05 -3.2987318145402629e-05 -0.00024449119967006835 -8.9230479707525409e-05 4.3612953367280102e-05 4.9586856178733687e-05 -1.6419832386498653e-05 -9.7554737834347163e-06 8.3391449429846137e-05 1.3501125723680261e-05 3.0283427775902849e-06 -1.53769991075919e-05 1.8850198656861937e-05 -2.4761481803742843e-05 -0.00019172678525375197 1.0199338147899753e-05 1.562193685326121e-05 4.427556202682063e-05 4.2470216654073918e-05 3.8984191159717577e-05 -1.5482670304433099e-05 6.9547807411987184e-06 0.00055636360107431113 -0.00014156796520584447 -1.9584918425514294e-05 -2.902402799896219e-05 0.00082723986251506904 -0.00011568210870501367 -7.6653543540797331e-05 1.1660965856702994e-05 -8.803414511878679e-06
leaf_weight=49 223 27 76 26 88 32 111 37 181 34 81 27 41 48 49 157 46 25 36 199 33 25 77 298 149 51 71 46 33 608
leaf_count=49 223 27 76 26 88 32 111 37 181 34 81 27 41 48 49 157 46 25 36 199 33 25 77 298 149 51 71 46 33 608
internal_value=-0.000219766 -0.000646449 -0.000388963 0.000614508 0.00365079 0.001928 0.00127595 0.00235211 0.00125234 -4.762e-05 0.00074931 -0.000829668 -0.000236146 0.001525 0.000122448 -0.00064611 0.00479167 0.00202985 0.00338028 -0.00127119 0.0056338 0.00437736 -0.00145596 -0.000952067 -0.000201894 0.000113073 0.000772276 0.00257143 -0.000914287 -0.00125365
internal_weight=2984 2495 2272 692 115 489 394 283 213 577 352 1580 819 149 97 670 95 66 70 225 70 52 761 604 306 282 201 97 104 685
internal_count=2984 2495 2272 692 115 489 394 283 213 577 352 1580 819 149 97 670 95 66 70 225 70 52 761 604 306 282 201 97 104 685
cat_boundaries=0 30 59 76 77 78 80 109 110 112
cat_threshold=3489660928 1048588 0 134217728 2147557376 0 0 2147483648 1 32768 0 131076 0 0 0 0 0 0 4096 8192 0 0 0 0 0 268435456 4 0 0 4096 0 2048 0 0 0 0 0 0 0 0 0 2048 8192 1048576 0 4096 0 0 33554432 0 0 0 0 0 0 32768 64 0 128 131075 0 0 0 0 134217728 131072 131072 0 48 8192 0 0 0 67108864 32 4096 34 84052224 1204290 2 0 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 32804 67616 32
is_linear=0
shrinkage=0.04


Tree=785
num_leaves=31
num_cat=11
split_feature=7 7 8 2 2 2 2 6 12 12 9 12 13 4 2 13 2 2 3 3 15 2 2 2 1 2 2 4 4 1
split_gain=1.01286 0.67701 0.588769 0.52388 0.616652 0.432439 0.543068 0.414379 0.440555 0.420965 0.404007 0.395232 0.38509 0.560887 0.296113 0.356548 0.40257 0.261941 0.256075 0.255848 0.399506 0.254617 0.243245 0.358223 0.223143 0.334172 0.228793 0.20477 0.200712 0.222387
threshold=0 1 2 5.5000000000000009 19.500000000000004 75.500000000000014 572.00000000000011 3 4 5 6 7 8 4277935000.0000005 321.00000000000006 9 7.5000000000000009 7.5000000000000009 2004.5000000000002 2000.5000000000002 10 25.500000000000004 25.500000000000004 53.500000000000007 5.5000000000000009 510.50000000000006 69.500000000000014 7049.5000000000009 141.00000000000003 1.5000000000000002
decision_type=9 9 9 10 10 10 10 9 9 9 9 9 9 10 10 9 8 10 8 10 9 8 8 10 10 8 10 10 10 10
left_child=3 10 12 -1 -5 -6 -7 9 -9 17 11 -2 -3 22 15 18 -17 -4 -10 20 -18 -19 -14 -24 25 26 -13 28 29 -20
right_child=1 2 7 4 5 6 -8 8 14 -11 -12 24 13 -15 -16 16 19 21 27 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00030412708891877833 -3.554912707202999e-05 -5.6854257272498439e-06 -2.0807685558705754e-06 -0.00011878205517936045 0.0002224157916293749 -1.6665320046590193e-05 2.4009828683499473e-05 -1.1093121081738477e-05 -7.4939297822581148e-06 -3.3656226533304862e-05 -1.3731196667068826e-05 -6.7203361485092787e-07 0.00015037894179607082 -2.6567776788469599e-05 6.2747455388034722e-07 -0.0010818835311115287 5.4889492387328104e-05 3.8321029995828264e-05 0.00017411275617378055 -0.00010898317990690396 -7.4282201353232144e-06 -6.6618992735047528e-06 -6.2012604283057405e-05 7.156051515388354e-06 1.9622883392771541e-05 2.7625774950742209e-05 -0.00024241698373093907 -0.00014884160690373165 5.2067104055388419e-05 7.0556320500412529e-06
leaf_weight=32 231 106 40 58 63 51 42 359 31 214 230 111 79 25 28 52 116 32 28 57 139 33 28 25 31 38 31 26 40 540
leaf_count=32 231 106 40 58 63 51 42 359 31 214 230 111 79 25 28 52 116 32 28 57 139 33 28 25 31 38 31 26 40 540
internal_value=-0.000159068 -0.000387916 -1.59293e-05 0.00224124 0.0016 0.00290446 0.00114894 -0.00028637 1.12114e-05 -0.00156364 -0.00147584 -0.000724063 0.00170803 0.00292857 0.00042322 0.000314562 -0.000682668 0.000517241 0.000857987 -0.000153356 0.000390624 0.00212121 0.00415037 0.002 0.000522522 -9.48405e-10 -0.000895106 0.00104567 0.0011954 0.000998242
internal_weight=2916 2670 1998 246 214 156 93 1735 1416 319 672 442 263 157 1057 1029 364 105 665 312 255 65 132 53 211 180 142 634 608 568
internal_count=2916 2670 1998 246 214 156 93 1735 1416 319 672 442 263 157 1057 1029 364 105 665 312 255 65 132 53 211 180 142 634 608 568
cat_boundaries=0 12 30 60 61 62 63 65 66 67 68 69
cat_threshold=1 144 33554432 512 0 8192 0 8192 2048 16 0 64 268451842 1 1073750016 2623492 2 134217728 33554432 272629760 65536 134217728 0 256 16 268435456 0 0 1073746064 128 0 8 0 0 2147483648 0 0 0 0 32768 0 133120 0 512 0 0 0 0 0 0 256 0 0 0 0 0 4 0 524288 4096 20 16916800 17900608 0 18448 67192130 2 10 67108864
is_linear=0
shrinkage=0.04


Tree=786
num_leaves=31
num_cat=9
split_feature=11 6 2 12 0 9 17 9 12 2 2 0 1 2 1 3 0 12 2 2 2 12 2 0 2 2 1 2 2 1
split_gain=0.374612 0.533565 0.403534 0.421866 0.379428 0.295914 0.275917 0.489298 0.482653 0.542784 0.528122 0.34862 0.744129 0.343787 0.336064 0.333294 0.268823 0.373366 0.26176 0.359948 0.251289 0.25071 0.257274 0.23273 0.326074 0.380039 0.347833 0.231745 0.227383 0.223434
threshold=0 1 669.50000000000011 2 44.07500000000001 3 4 5 6 1025.0000000000002 298.50000000000006 39.07500000000001 5.5000000000000009 7.5000000000000009 5.5000000000000009 2010.5000000000002 27.250000000000004 7 69.500000000000014 26.500000000000004 2.5000000000000004 8 67.500000000000014 35.850000000000009 44.500000000000007 24.500000000000004 5.5000000000000009 3.5000000000000004 15.500000000000002 4.5000000000000009
decision_type=9 9 10 9 8 9 9 9 9 8 10 10 10 8 8 10 10 9 10 10 10 9 10 10 10 10 8 10 8 10
left_child=-1 2 3 5 6 23 11 15 29 10 14 -3 13 -13 27 18 21 20 19 -8 -18 22 -5 -2 25 26 28 -10 -25 -9
right_child=1 4 -4 16 -6 -7 7 8 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.8635889903735505e-06 -3.2114776692186754e-06 -4.0485598809849839e-06 1.033337521247955e-05 -3.0706186143554333e-05 -5.92068097927212e-06 -2.1151295522833269e-06 0.00021285207001250025 -4.5180563198831746e-06 4.1305819542731176e-05 -0.0002738914599695464 2.2242227373518042e-05 -0.00047730091551687493 7.4848533384837694e-05 2.6118150006131119e-05 -2.5524832050366596e-05 -0.00018513552254618396 8.7237378954697299e-05 -2.7440264919015027e-05 2.7959719571851771e-05 -5.0697733045863305e-06 -1.1135599057123566e-05 6.635891215634937e-06 5.1477804490562478e-06 -5.0662745184923096e-05 6.8881979028413291e-05 -6.1436799807495514e-05 0.0002128040773365212 7.0666594472586817e-06 0.00010781785354418791 -0.00033722366097158909
leaf_weight=177 297 83 29 112 225 334 51 25 27 37 26 25 27 168 49 29 26 322 29 36 89 169 38 84 71 25 30 199 26 86
leaf_count=177 297 83 29 112 225 334 51 25 27 37 26 25 27 168 49 29 26 322 29 36 89 169 38 84 71 25 30 199 26 86
internal_value=-0.000123307 -5.74601e-06 -0.000461817 -0.000549262 0.000663724 5.92246e-05 0.00103786 0.000502478 -0.000165218 0.000595988 0.00117881 0.002 0.00289593 0.002 0.000652173 0.0024359 -0.00123077 -0.00189041 0.00355555 0.00240909 0.000158729 -0.000362501 -0.00149068 0.000639705 0.0015865 0.000602409 0.00141844 0.00130396 0.000360359 -0.00232787
internal_weight=2951 2774 1652 1623 1122 867 897 594 449 338 301 303 220 193 275 145 756 437 116 87 115 319 150 533 236 165 140 226 110 111
internal_count=2951 2774 1652 1623 1122 867 897 594 449 338 301 303 220 193 275 145 756 437 116 87 115 319 150 533 236 165 140 226 110 111
cat_boundaries=0 3 4 5 7 8 10 11 12 13
cat_threshold=0 590848 4096 30 84002882 0 2176 9 0 24580 82016 8448 139520
is_linear=0
shrinkage=0.04


Tree=787
num_leaves=31
num_cat=10
split_feature=8 7 11 12 8 12 2 5 0 5 2 4 2 7 4 2 5 3 4 2 12 0 2 2 0 2 6 15 2 2
split_gain=2.35584 0.887839 0.670898 0.788592 0.605287 0.643349 0.514632 1.02427 1.20881 0.597839 0.510508 0.421859 0.415383 0.413791 0.394994 0.299316 0.297722 0.276479 0.257465 0.325553 0.531788 0.638889 0.53518 0.656322 0.40661 0.405725 0.296978 0.451653 0.3547 0.322549
threshold=0 1 2 3 4 5 28.500000000000004 9.0000000000000018 38.20000000000001 1.0000000180025095e-35 100.50000000000001 22819750000.000004 8.5000000000000018 6 25409110000.000004 30.500000000000004 2.5000000000000004 2007.5000000000002 5157000000.000001 36.500000000000007 7 16.750000000000004 50.500000000000007 99.000000000000014 15.500000000000002 46.500000000000007 8 9 17.500000000000004 15.500000000000002
decision_type=9 9 9 9 9 9 8 8 10 10 8 8 10 9 8 8 8 8 10 10 9 10 10 10 8 10 9 9 10 10
left_child=2 14 -1 10 5 11 9 -8 -9 -5 12 -3 -4 -6 -2 -16 -14 -15 19 26 24 25 -23 -24 -21 -22 -19 -28 29 -29
right_child=1 4 3 6 13 -7 7 8 -10 -11 -12 -13 16 17 15 -17 -18 18 -20 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-3.0881743380824147e-05 0.00027523375142249828 -0.00014955086851792552 -0.0021767847704423425 1.0767546215369886e-05 -2.2169262300606932e-05 -2.6758936353543157e-05 2.0884210094023272e-06 6.572390693387687e-06 0.00021308065296403778 4.07590526590974e-05 -0.00087849003362723164 0.00052847546309979141 2.0347527529478905e-05 -2.9072081719169367e-05 2.0326714814733007e-05 -0.00013531822008332222 1.2800646279575311e-05 -1.5690507624563526e-05 -0.0014646674886943346 8.3845355148352463e-06 0.00094544105114618168 8.8244898098059778e-05 -1.3912850443652287e-05 0.00012454618303762977 -5.6690082006760114e-06 -1.4381996866228861e-05 -8.1530795064891758e-05 1.12283101320158e-05 -3.7964212375685795e-05 0.00069369026759430214
leaf_weight=103 39 27 26 93 434 307 32 25 48 25 29 90 25 160 43 34 62 118 26 47 32 41 61 66 90 77 122 433 201 31
leaf_count=103 39 27 26 93 434 307 32 25 48 25 29 90 25 160 43 34 62 118 26 47 32 41 61 66 90 77 122 433 201 31
internal_value=-0.000131616 -0.000624901 0.00243841 0.00324468 -0.000796968 -0.00215173 0.00473504 0.00698113 0.00956757 0.00309244 0.000732025 0.000406249 0.002 -0.000490257 0.00264567 0.00117949 0.00331818 -0.000171505 1.48579e-05 9.39384e-05 0.00102169 0.00198611 0.00359763 0.00228125 -0.001 -0.000327274 -0.000331127 -3.50887e-05 0.000384614 0.000997849
internal_weight=2947 2479 468 365 2363 424 223 105 73 118 142 117 113 1939 116 77 87 1505 1345 1319 414 277 168 127 137 109 905 787 665 464
internal_count=2947 2479 468 365 2363 424 223 105 73 118 142 117 113 1939 116 77 87 1505 1345 1319 414 277 168 127 137 109 905 787 665 464
cat_boundaries=0 30 46 49 51 78 80 97 98 99 100
cat_threshold=1342177280 1050638 0 0 8192 0 0 2147483648 0 32768 0 133120 0 0 268435456 0 0 0 4096 10240 0 0 0 0 0 49152 0 0 524288 4096 268566528 1 0 0 0 0 0 8192 0 16 8192 0 16 0 0 32 32800 1536 524288 1245472 32 0 0 0 0 2147483648 0 262144 0 1 0 0 4 64 0 0 4096 0 0 0 0 256 0 0 8 0 0 64 83927040 32 2 0 0 2623492 34 0 0 268435456 65536 0 0 0 0 268435456 0 0 4112 134402 4 2148532224
is_linear=0
shrinkage=0.04


Tree=788
num_leaves=31
num_cat=8
split_feature=7 7 2 15 9 3 2 0 17 17 2 1 14 11 2 2 4 2 4 2 1 5 2 2 2 4 2 0 2 2
split_gain=0.960375 0.638183 0.457858 0.453462 0.536974 0.531525 0.497103 0.333286 0.299843 0.275108 0.330307 0.253511 0.243446 0.238851 0.275469 0.31562 0.229865 0.229622 0.288691 0.266629 0.258105 0.212034 0.199366 0.358438 0.195554 0.18509 0.167021 0.34285 0.267353 0.239203
threshold=0 1 13.500000000000002 2 3 2008.5000000000002 141.50000000000003 15.500000000000002 4 5 19.500000000000004 5.5000000000000009 6 7 1219.0000000000002 37.500000000000007 10087555000.000002 3.5000000000000004 972430000.00000012 2.5000000000000004 4.5000000000000009 1.5000000000000002 70.500000000000014 38.500000000000007 14.500000000000002 5544455000.000001 231.50000000000003 35.600000000000009 24.500000000000004 18.500000000000004
decision_type=9 9 8 9 9 10 8 10 9 9 10 10 9 9 8 10 10 10 8 8 10 10 8 10 10 8 8 10 10 10
left_child=2 7 -1 5 6 11 9 -2 -6 10 21 -3 17 14 15 -4 -9 19 -19 -10 -20 -5 23 24 -13 -15 28 -28 29 -27
right_child=1 3 13 4 8 -7 -8 16 12 -11 -12 22 -14 25 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-8.8875601264410024e-06 -4.1691037446944178e-07 4.3076583255348586e-05 0.00020440998830969912 -1.5003270222298363e-05 -0.00025419069335735754 0.00046855402217295671 8.0512588207676401e-06 -3.8153555204490163e-05 -3.1641047657946373e-05 -7.3914860889483498e-06 0.00016421193768079899 1.9254635917439362e-05 -1.2110168366301489e-05 -3.6385601567888143e-06 4.7797080106526437e-05 -0.00063654895584759261 -1.28463684999164e-06 -0.00060008937779532881 -0.0005159745087440935 7.8382804893004239e-05 -1.9025638445410935e-06 5.4167339042570201e-05 -1.1368822964903893e-05 4.5006323662161033e-05 -0.0011831220512667903 3.1768303744709043e-05 2.5064936858333088e-06 0.00071552232940502508 6.9790574218123226e-06 7.3381959209141973e-05
leaf_weight=125 52 83 33 45 109 38 34 260 75 205 29 80 330 31 32 46 25 63 53 41 728 42 39 43 57 38 32 25 94 28
leaf_count=125 52 83 33 45 109 38 34 260 75 205 29 80 330 31 32 46 25 63 53 41 728 42 39 43 57 38 32 25 94 28
internal_value=-0.000349795 -0.00067322 0.00126061 -0.000406652 -0.00066629 0.00091168 0.000710382 -0.00226437 -0.00101844 0.000236024 0.00170079 0.000369636 -0.000830132 0.00201111 0.000295081 -0.000950001 -0.00286713 -0.000494337 -0.000728995 0.00116239 -0.000516625 0.000590908 -0.000345455 0.000220994 -0.00078261 0.00265637 0.00317431 0.00503448 0.00248447 0.00441791
internal_weight=2915 2431 484 2094 1754 340 355 337 1399 321 116 302 1290 359 111 79 285 960 844 116 781 87 219 180 137 248 217 57 160 66
internal_count=2915 2431 484 2094 1754 340 355 337 1399 321 116 302 1290 359 111 79 285 960 844 116 781 87 219 180 137 248 217 57 160 66
cat_boundaries=0 17 35 36 38 39 40 41 44
cat_threshold=131073 268435600 8192 4 0 0 0 536870912 2048 134217776 0 128 16 0 67108864 32 128 2 0 1140850688 2099712 32 8256 33554432 268435456 0 0 40960 256 0 268435456 0 0 0 384 2282225664 1073742081 4240 3 8 8193 16416 512 524288
is_linear=0
shrinkage=0.04


Tree=789
num_leaves=31
num_cat=8
split_feature=7 8 7 8 2 1 4 2 3 2 2 2 1 4 2 4 16 2 3 3 3 9 2 2 11 2 2 5 2 18
split_gain=1.26633 0.884243 0.712761 0.501382 0.821868 0.652949 0.538131 0.529437 0.435209 0.508423 0.503176 0.37485 0.35794 0.486566 0.285984 0.281535 0.328307 0.368118 0.258456 0.456383 0.257152 0.316612 0.278284 0.254635 0.227533 0.417144 0.316358 0.250513 0.227076 0.17175
threshold=0 1 2 3 17.500000000000004 5.5000000000000009 6789.5000000000009 48.500000000000007 2003.5000000000002 131.00000000000003 898.00000000000011 65.500000000000014 1.5000000000000002 25040530000.000004 16.500000000000004 1800.0000000000002 4 18.500000000000004 2021.5000000000002 2019.5000000000002 2013.5000000000002 5 11.500000000000002 9.5000000000000018 6 63.500000000000007 80.500000000000014 2.5000000000000004 131.00000000000003 7
decision_type=9 9 9 9 8 8 10 10 10 8 10 10 10 8 10 10 1 10 10 10 10 9 10 10 9 10 10 10 10 9
left_child=8 -2 -3 4 23 6 7 -6 9 11 28 15 13 -5 -15 16 17 -1 19 20 21 -14 -22 -4 25 -23 27 29 -11 -26
right_child=1 2 3 12 5 -7 -8 -9 -10 10 -12 -13 18 14 -16 -17 -18 -19 -20 -21 22 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=2.433091275548169e-05 -2.8088692044781957e-05 -1.8040578773912064e-05 2.3493251845452099e-05 0.00027918354460636588 4.7102498399196971e-05 -6.0586647474849266e-06 -7.5911794160524247e-05 0.00042852444451462672 -8.8852805000808013e-06 7.4272452559451348e-06 1.6790528949099595e-05 2.6134898922568354e-05 -4.3438582444179035e-05 -2.5011768681815346e-06 0.0021805952002804173 9.5844016031738341e-06 0.00022477529130734289 -5.4582864944210696e-05 -0.0005969640830692834 6.4273584693158337e-05 -3.0917904563254245e-05 1.6507425000927193e-06 -6.9172763232495848e-05 -0.001009756547930004 -6.908206682643493e-05 4.7134767987439661e-05 -2.3180703420049308e-05 -0.00093695866709771897 -8.8428783772429216e-05 2.6734340489807379e-06
leaf_weight=111 243 280 46 25 31 35 25 37 57 55 32 30 113 63 30 25 52 29 29 39 35 100 58 44 31 33 148 40 31 1011
leaf_count=111 243 280 46 25 31 35 25 37 57 55 32 30 113 63 30 25 52 29 29 39 35 100 58 44 31 33 148 40 31 1011
internal_value=1.6443e-05 -0.000328681 -7.59727e-05 0.000195564 0.00195633 0.00409302 0.00582979 0.00765217 0.00201386 0.00256831 0.00040336 0.00359677 -3.3976e-05 0.00208403 0.000723403 0.00299082 0.00244559 0.00141844 -0.000188035 -0.00011933 -0.000226753 -9.74959e-05 -0.00225532 -0.000879122 7.86017e-05 0.00158333 -9.66972e-05 0.00014035 -0.0011954 0.000260785
internal_weight=2918 2496 2253 1973 218 128 93 68 422 365 118 247 1755 118 93 217 192 140 1637 1608 1569 1476 93 90 1363 133 1230 1082 86 1042
internal_count=2918 2496 2253 1973 218 128 93 68 422 365 118 247 1755 118 93 217 192 140 1637 1608 1569 1476 93 90 1363 133 1230 1082 86 1042
cat_boundaries=0 17 44 55 78 79 81 83 84
cat_threshold=131073 268435600 570433536 0 0 64 0 536870912 33554432 134225936 32768 0 16 0 67108864 0 4240 268435456 2048 0 0 0 0 0 0 0 0 0 2048 0 0 0 4096 0 0 33554432 0 256 0 0 8 0 0 64 0 0 67108864 2048 32 8192 33554432 268435456 65536 536870912 8192 0 8 0 0 0 0 0 2147483648 0 0 0 4 8192 1536 0 0 0 0 0 0 0 0 4194304 2 1073741824 48 49152 2148532736 4
is_linear=0
shrinkage=0.04


Tree=790
num_leaves=31
num_cat=10
split_feature=8 7 7 0 5 12 12 17 9 2 2 2 8 2 2 0 2 0 2 2 2 0 7 2 2 5 2 2 7 2
split_gain=1.5163 1.04136 0.719034 1.18411 0.671671 0.578778 0.547128 0.534554 0.485802 0.414807 0.407804 0.417358 0.401142 0.398752 0.594202 0.340472 0.882614 0.47937 0.544238 0.481893 0.311125 0.307262 0.269649 0.245965 0.314287 0.227517 0.219827 0.205937 0.193271 0.233588
threshold=0 1 2 35.850000000000009 10.500000000000002 3 4 5 6 898.00000000000011 24.500000000000004 49.500000000000007 7 20.500000000000004 10.500000000000002 32.500000000000007 80.500000000000014 39.07500000000001 19.500000000000004 6.5000000000000009 73.500000000000014 35.850000000000009 8 25.500000000000004 13.500000000000002 1.0000000180025095e-35 12.500000000000002 14.500000000000002 9 75.500000000000014
decision_type=9 9 9 10 8 9 9 9 9 10 8 10 9 8 10 10 8 10 10 10 10 10 9 10 10 10 10 8 9 10
left_child=6 -2 3 -3 -5 7 21 27 10 12 26 -12 13 14 -7 -8 17 -17 19 -19 -6 -1 23 24 -10 -23 -9 -4 -14 -30
right_child=1 2 5 4 20 9 15 8 22 -11 11 -13 28 -15 -16 16 -18 18 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00051194459241717973 -2.5600548047763718e-05 2.8103905863625202e-05 -9.438427549937037e-06 1.3084262114994466e-05 -2.0048973796516773e-05 -0.00045804406766137299 4.2830056987489151e-05 0.00010478848785117581 0.00013789458418287848 8.9957714367450261e-06 2.0069188272908959e-05 1.5812866929004153e-06 -3.9684979158573004e-05 -0.00096573665412068917 0.00098386082606918097 -3.7143641686747005e-05 -2.50732038268898e-05 8.1579777935465841e-05 3.2130789344125916e-05 1.9822617923417391e-05 0.0001049300484566422 4.0600493225509755e-05 -4.4202918203204641e-06 8.488225882046291e-05 -0.0019060635657616801 -0.00021340563410899042 -0.001383029303065948 -2.7553867404961353e-05 -2.9796029398470082e-05 3.8868053592468841e-06
leaf_weight=27 223 35 83 27 136 35 60 60 44 26 42 31 159 42 28 27 29 32 25 50 27 63 490 58 34 35 26 148 718 125
leaf_count=27 223 35 83 27 136 35 60 60 44 26 42 31 159 42 28 27 29 32 25 50 27 63 490 58 34 35 26 148 718 125
internal_value=-0.000414122 -0.000746933 -0.000493083 0.00161017 0.000418847 -0.000720371 0.00202785 -2.337e-05 0.000477386 -0.00133916 0.00237647 0.0047027 -0.00146932 0.000862068 0.0029375 0.00319658 0.00236585 0.00373333 0.00492592 0.00327711 -0.000560977 -0.00014706 -3.76775e-05 0.00146939 0.000101265 0.000888888 0.000643677 -0.00166942 -0.00170583 -0.0014192
internal_weight=2945 2597 2374 225 190 2149 348 1016 785 1133 159 73 1107 105 63 223 163 134 107 82 163 125 626 136 78 98 86 231 1002 843
internal_count=2945 2597 2374 225 190 2149 348 1016 785 1133 159 73 1107 105 63 223 163 134 107 82 163 125 626 136 78 98 86 231 1002 843
cat_boundaries=0 30 48 65 67 68 69 71 100 107 124
cat_threshold=0 12 0 134217728 8192 0 0 0 0 0 0 131076 0 0 0 0 0 0 4096 0 0 0 0 0 0 49152 4 0 0 4096 131072 0 1073741824 2097152 524290 134217792 33554432 268435456 0 0 0 0 0 268435456 67108864 0 1073741824 128 0 0 33562624 8192 0 0 0 8192 2048 16 0 192 0 0 0 0 4224 85026 2 16875840 14 1 24580 0 0 0 0 0 0 262144 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 0 0 537919488 4 0 0 131072 0 0 1048576 4 32 0 0 0 65536 0 8192 0 16 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=791
num_leaves=31
num_cat=6
split_feature=8 2 0 2 9 0 2 0 2 4 11 8 2 2 3 9 2 3 2 4 2 2 2 2 2 0 2 2 6 2
split_gain=1.35025 0.684072 0.583781 0.275129 0.500529 0.271303 0.269629 0.267618 0.255326 0.252377 0.242704 0.310374 0.191393 0.279264 0.328566 0.186076 0.393972 0.236559 0.371778 0.261511 0.187797 0.181662 0.225072 0.218726 0.175981 0.175166 0.39176 0.373817 0.215984 0.254594
threshold=0 151.50000000000003 45.425000000000004 3.5000000000000004 1 32.500000000000007 35.500000000000007 44.07500000000001 12.500000000000002 1317685000.0000002 2 3 111.00000000000001 46.500000000000007 2016.5000000000002 4 108.50000000000001 2017.5000000000002 63.500000000000007 5965.0000000000009 669.50000000000011 5.5000000000000009 34.500000000000007 15.500000000000002 11.500000000000002 44.07500000000001 8.5000000000000018 63.500000000000007 5 9.5000000000000018
decision_type=9 10 10 8 9 10 10 10 8 10 9 9 8 10 8 9 10 8 8 10 10 10 10 10 10 10 8 10 9 8
left_child=1 2 3 -1 5 -5 8 9 -7 12 24 -12 13 14 -6 20 17 -17 19 21 25 -19 23 -23 -2 28 -27 -28 -13 -30
right_child=10 -3 -4 4 7 6 -8 -9 -10 -11 11 15 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-1.2432306816912718e-05 -7.4182725563583743e-06 -1.0864855642560398e-05 -8.4709943053533178e-05 4.2592533849002332e-05 -2.39344203032653e-05 1.6258592739924613e-05 1.2468225971206761e-05 3.0701837731732911e-05 4.317151975675006e-05 -1.8506233749697568e-05 -3.6673194987276108e-05 -3.7469866091132097e-06 -0.00011501051996281137 6.9103039322788317e-05 3.1060446516747883e-05 3.276347932299379e-05 -0.00033738898081418474 4.8080260066740726e-05 3.1019172277809147e-05 4.9274622097580077e-05 7.6716596454217256e-06 -2.6498261209448707e-06 4.9259951230022388e-06 -0.00076726711068318253 -2.3862917864030193e-05 7.0114868464660646e-05 -0.00059660302778196826 6.8019558338784048e-05 -8.881466797814031e-05 -9.8700332365098124e-06
leaf_weight=36 93 76 44 27 27 38 25 35 32 26 203 995 29 33 105 34 28 49 26 25 38 80 25 47 137 32 85 25 140 325
leaf_count=36 93 76 44 27 27 38 25 35 32 26 203 995 29 33 105 34 28 49 26 25 38 80 25 47 137 32 85 25 140 325
internal_value=-0.00020541 0.00159559 0.00220961 0.00267633 0.00299471 0.00505263 0.004375 0.00172932 0.0056338 0.00126697 -0.000612178 -0.000474171 0.0017641 0.00228916 0.00144361 -0.000313487 0.000566153 0.00103136 0.00060079 7.04836e-05 -0.000484556 -0.000415843 -0.00109804 -0.00178125 -0.00182573 -0.000553962 0.000783216 -0.000360361 -0.000684464 -0.00138656
internal_weight=2920 533 457 413 377 122 95 255 70 220 2387 2157 194 165 132 1954 314 286 252 226 1640 201 152 127 230 1602 142 110 1460 465
internal_count=2920 533 457 413 377 122 95 255 70 220 2387 2157 194 165 132 1954 314 286 252 226 1640 201 152 127 230 1602 142 110 1460 465
cat_boundaries=0 30 32 35 62 64 65
cat_threshold=268435456 1048588 0 134217728 8192 0 0 2147483648 1 32768 0 4 0 512 268435456 0 0 0 0 0 0 0 0 0 0 268484608 4 0 524288 12288 0 20612 67108864 1056 524288 16 0 0 0 2147483648 0 0 0 0 0 0 0 10304 0 0 0 0 0 0 0 0 0 4194304 0 0 0 64 0 26676 138
is_linear=0
shrinkage=0.04


Tree=792
num_leaves=31
num_cat=10
split_feature=7 7 8 3 2 2 2 2 8 0 0 0 17 2 2 5 4 2 8 2 7 2 11 6 15 2 4 2 4 2
split_gain=1.82507 1.13875 0.722362 0.898582 0.743636 0.694509 0.742917 0.629779 0.524474 0.399733 0.387371 0.362765 0.355575 0.324369 0.300974 0.279031 0.292462 0.398183 0.25926 0.407183 0.313703 0.285435 0.244846 0.255475 0.248014 0.27818 0.249927 0.213297 0.207617 0.194891
threshold=0 1 2 2010.5000000000002 23.500000000000004 147.50000000000003 69.500000000000014 16.500000000000004 3 35.850000000000009 42.960000000000008 36.400000000000006 4 10.500000000000002 7.5000000000000009 2.5000000000000004 950.00000000000011 12.500000000000002 5 7.5000000000000009 6 27.500000000000004 7 8 9 51.500000000000007 8400.0000000000018 49.500000000000007 215.00000000000003 99.000000000000014
decision_type=9 9 9 10 8 8 10 10 9 10 10 10 9 10 10 8 10 10 9 10 9 10 9 9 9 10 8 10 10 8
left_child=5 18 3 4 7 6 9 10 -4 -1 13 -7 28 14 -3 16 17 -14 19 -2 -20 -21 27 24 25 -24 -26 -17 -10 -6
right_child=1 2 8 -5 29 11 -8 -9 12 -11 -12 -13 15 -15 -16 22 -18 -19 20 21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00012038358095063963 7.3895534840428303e-05 0.00010493969013051624 -9.6842524680213832e-05 8.8505310154951764e-05 -0.00025020412642300267 2.2251648764445602e-05 5.383664841194062e-05 4.4254635262472014e-05 3.3170265386033735e-05 7.7309669537758831e-06 -3.3679661762330671e-05 -1.3947321881163493e-05 3.8965796423967525e-06 3.0705235238472383e-05 -0.0002076696049652732 -0.0014081626447449761 2.5059222195771156e-05 -0.0024005706989351679 -2.0592766576581698e-05 -0.00064984680160514179 -4.2305264481125574e-05 2.1997245080827181e-06 4.9229537137043054e-05 -1.9705876565792101e-05 0.00054830706358793596 -5.6667905696275876e-06 -4.518085484336302e-06 1.1426979174077041e-05 -7.026780999759872e-06 7.9154256567767894e-05
leaf_weight=47 31 39 120 28 68 26 36 34 69 156 29 61 46 37 26 78 25 34 231 45 256 67 124 262 49 44 764 25 33 32
leaf_count=47 31 39 120 28 68 26 36 34 69 156 29 61 46 37 26 78 25 34 231 45 256 67 124 262 49 44 764 25 33 32
internal_value=-0.000112214 -0.000469506 8.09212e-06 0.00180263 0.00112782 0.00265875 0.00385 0.00277108 -0.000315915 0.00288235 0.00148485 -0.000318183 -0.000109975 0.00264078 0.00090909 -0.000276335 0.00169811 0.000493826 -0.00193448 -0.000337663 -0.00238554 -0.00148673 -0.000433557 -0.000264754 3.62894e-05 0.00138547 -0.000257282 -0.00221053 0.0020531 -0.00158416
internal_weight=2922 2596 1966 293 265 326 239 165 1673 203 131 87 1553 102 65 1451 105 80 630 143 487 112 1346 1243 981 168 813 103 102 100
internal_count=2922 2596 1966 293 265 326 239 165 1673 203 131 87 1553 102 65 1451 105 80 630 143 487 112 1346 1243 981 168 813 103 102 100
cat_boundaries=0 17 35 61 88 89 118 135 138 139 140
cat_threshold=16384 268435600 33554432 0 0 0 0 8192 0 402661408 0 0 0 0 67108864 32 1073746048 131072 32 1677721600 2359296 524290 8258 33554432 268435456 33622016 0 8192 2097408 0 268435456 0 0 16 128 268435472 0 0 0 2147483648 1 262144 0 0 0 0 4 0 512 0 0 0 0 4096 0 0 0 0 0 0 268435456 0 4 0 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 0 8 0 0 64 33 0 4 0 0 0 0 0 2147483648 0 0 0 0 8192 512 0 0 0 0 0 0 384 0 0 0 0 0 0 0 524288 0 0 1610612736 0 0 0 0 0 67584 0 0 0 0 0 0 0 16 49152 0 524288 142 2147483648
is_linear=0
shrinkage=0.04


Tree=793
num_leaves=31
num_cat=12
split_feature=8 0 0 0 17 9 12 12 12 6 15 4 3 0 0 1 4 0 1 12 14 3 0 3 8 0 3 12 3 0
split_gain=0.976772 0.570877 0.587419 0.585434 0.550566 0.564124 0.645635 0.59321 0.403504 0.32468 0.361529 0.384639 0.328175 0.281327 0.623556 0.26745 0.349117 0.265533 0.235358 0.198384 0.305736 0.254576 0.252922 0.188264 0.174912 0.264866 0.217693 0.22481 0.188833 0.172981
threshold=0 45.425000000000004 39.07500000000001 32.500000000000007 1 2 3 4 5 6 7 2560040000.0000005 2007.5000000000002 32.500000000000007 16.750000000000004 4.5000000000000009 4050.0000000000005 44.07500000000001 1.5000000000000002 8 9 2018.5000000000002 37.250000000000007 2024.5000000000002 10 15.500000000000002 2008.5000000000002 11 2007.5000000000002 16.750000000000004
decision_type=9 10 10 10 9 9 9 9 9 9 9 8 8 10 10 10 8 10 10 9 9 10 10 8 9 10 10 9 8 10
left_child=1 2 3 -1 -2 7 13 18 15 17 12 -12 -11 14 -7 -8 -17 19 -6 22 21 24 29 -4 25 -21 27 -26 -29 -9
right_child=4 -3 23 -5 5 6 8 9 -10 10 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=1.5513014894769122e-05 -1.0863181115658987e-05 -0.00013214901858736087 9.2177223095568354e-06 -2.0738577497762312e-05 9.7832173849073241e-06 1.969471338961625e-06 -0.00071483152822439725 1.3422707553397859e-06 -5.7984503950386181e-05 -9.7359376139757644e-06 0.00011177156130759547 -3.1585509070208104e-05 5.7972296060887821e-05 2.8771681165932466e-05 0.00032484975140072413 -4.8083142302523152e-05 1.4211307015518118e-05 3.3935402566033791e-05 -3.6015192173698409e-05 1.201173639063162e-06 -1.7776509242003076e-05 -0.00021694859672883568 -2.0990033589010378e-05 6.1044536711384883e-05 3.2009014967085464e-05 -5.2556270572511299e-05 2.8040826911138232e-05 8.7677273284308174e-07 -5.3443260354599394e-05 0.000262402190585669
leaf_weight=41 274 29 29 52 48 31 28 68 112 68 25 128 195 211 26 26 113 65 395 127 144 31 117 66 118 147 31 50 75 75
leaf_count=41 274 29 29 52 48 31 28 68 112 68 25 128 195 211 26 26 113 65 395 127 144 31 117 66 118 147 31 50 75 75
internal_value=-6.78982e-06 0.00250877 0.00342857 0.00114894 -0.000216138 -2.2719e-05 0.00109677 -0.00034828 -0.00026207 4.33889e-05 0.000974238 -0.000560976 0.00185401 0.00246595 0.00503448 0.000966291 0.00174286 -0.00033239 -0.00161234 -0.000500001 -0.000833788 -0.000400001 0.000442804 0.005625 -0.000204008 -0.000898247 0.000505262 0.000114753 -0.00102941 0.00158333
internal_weight=2945 217 188 93 2728 2454 547 1907 279 1464 416 153 263 268 57 167 139 1048 443 983 723 579 260 95 548 274 274 243 125 143
internal_count=2945 217 188 93 2728 2454 547 1907 279 1464 416 153 263 268 57 167 139 1048 443 983 723 579 260 95 548 274 274 243 125 143
cat_boundaries=0 27 28 30 32 34 35 36 37 39 40 63 64
cat_threshold=2147483664 2056 0 0 65536 0 0 0 1 32768 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 49152 4 6 0 10420 249088 32 67125504 32 66 30 75497472 17858560 2 8192 0 0 0 0 0 0 0 0 0 0 0 131076 2048 0 0 0 0 0 0 0 256 0 16777216 74816
is_linear=0
shrinkage=0.04


Tree=794
num_leaves=31
num_cat=12
split_feature=7 8 3 7 12 6 4 3 5 0 18 0 0 4 0 4 0 4 3 8 12 12 6 0 17 3 4 0 12 0
split_gain=1.26953 1.26739 0.491288 0.427864 0.548644 0.472829 0.607487 0.515182 0.554272 0.350006 0.348771 0.432845 0.322515 0.441564 0.420949 0.352213 0.483773 0.226907 0.224211 0.334205 0.467194 0.31765 0.48254 0.8942 0.306232 0.287746 0.225022 0.205516 0.212427 0.19908
threshold=0 1 2010.5000000000002 2 3 4 5368.5000000000009 2004.5000000000002 2.5000000000000004 42.960000000000008 5 46.250000000000007 39.07500000000001 10347970000.000002 32.500000000000007 1868495000.0000002 40.675000000000004 775.00000000000011 1988.5000000000002 6 7 8 9 36.400000000000006 10 2018.5000000000002 25040530000.000004 14.500000000000002 11 14.500000000000002
decision_type=9 9 8 9 9 9 8 10 8 10 9 10 10 10 10 10 10 8 8 9 9 9 9 8 9 8 8 10 9 10
left_child=-1 2 -2 4 -3 6 -5 8 -8 18 -11 -12 14 15 -4 16 -14 -6 -7 20 29 22 -21 -24 26 -25 -23 -22 -29 -20
right_child=1 3 12 5 17 9 7 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 19 21 27 24 23 25 -26 -27 -28 28 -30 -31
leaf_value=-2.6114836484131535e-05 -5.7127363829620655e-06 2.5530242075913291e-05 1.0950566483852872e-05 -0.00055388975533616168 -0.00070656765541386279 2.7620876401236772e-05 0.00060058239879514285 6.8090272717613663e-05 -1.1556167538033498e-05 -2.0468235247887469e-05 4.2181398539516237e-05 -2.9270731099741578e-06 3.5361890987581372e-05 -4.9978540129196648e-06 -0.00025037863882654304 2.7535362953732437e-05 2.8057578592547558e-06 -5.252399785515305e-07 -7.426657974998489e-06 -1.1553853554447665e-05 -0.00047262752423809422 -2.4861078111118005e-05 0.0055651913551189435 0.0007402101350698733 -5.5454860163937027e-05 -0.00059083688125498128 1.0914869629824395e-05 1.1192038088526316e-05 -2.0156103716598384e-05 1.0092835727297513e-05
leaf_weight=248 59 244 46 29 27 31 51 28 85 31 55 63 172 38 36 34 72 254 27 124 53 48 31 37 542 61 86 104 169 99
leaf_count=248 59 244 46 29 27 31 51 28 85 31 55 63 172 38 36 34 72 254 27 124 53 48 31 37 542 61 86 104 169 99
internal_value=-7.23628e-05 0.00018056 0.00207692 -0.000207861 0.000783581 -0.00050765 0.00131372 0.00232727 0.00128467 -0.000740459 0.00109333 0.00208403 0.00262657 0.00320505 0.000385541 0.00375627 0.0032 -0.000424658 -0.000939845 -0.00101592 -0.000103673 -0.00144255 -0.000196971 0.00145714 -0.00189811 -0.000323233 -0.000110346 -0.000902078 -0.000481753 0.00186861
internal_weight=2984 2736 457 2279 525 1754 193 164 136 1561 149 118 398 316 82 278 244 281 1412 1381 452 929 253 129 676 98 134 326 273 126
internal_count=2984 2736 457 2279 525 1754 193 164 136 1561 149 118 398 316 82 278 244 281 1412 1381 452 929 253 129 676 98 134 326 273 126
cat_boundaries=0 18 47 64 66 67 68 91 93 94 95 96 97
cat_threshold=1 0 1141899264 2097152 524288 8194 33554432 0 0 0 8192 256 268435472 0 0 0 0 128 0 2058 0 0 2147483648 0 0 2147483648 1 0 0 2052 0 512 0 0 0 0 4096 0 0 0 0 8 0 268484608 4 0 524288 16386 129 0 8192 0 0 131072 536870912 0 8224 0 64 0 0 0 0 144 1073186 32 256 4 16 0 4 0 0 1 0 0 0 0 0 0 2048 0 0 0 0 0 0 8192 128 0 16777216 16386 32 67208448 152 41 204832
is_linear=0
shrinkage=0.04


Tree=795
num_leaves=31
num_cat=5
split_feature=15 12 13 12 2 0 2 2 2 2 2 2 2 2 2 12 0 0 2 4 1 2 5 0 2 2 2 0 2 2
split_gain=0.494692 0.562606 0.528686 0.512061 0.446503 0.360629 0.295837 0.272979 0.271571 0.305015 0.257314 0.255619 0.326582 0.443412 0.505531 0.34039 0.554306 0.278126 0.220218 0.27015 0.333957 0.481548 0.3104 0.281403 0.216736 0.355031 0.198675 0.30745 0.262227 0.197823
threshold=0 1 2 3 5.5000000000000009 44.07500000000001 321.00000000000006 100.50000000000001 262.50000000000006 105.50000000000001 3.5000000000000004 86.500000000000014 67.500000000000014 47.500000000000007 39.500000000000007 4 15.500000000000002 18.500000000000004 3.5000000000000004 6789.5000000000009 4.5000000000000009 4.5000000000000009 1.5000000000000002 33.175000000000004 27.500000000000004 22.500000000000004 1.5000000000000002 36.900000000000006 3.5000000000000004 12.500000000000002
decision_type=9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 9 8 10 8 8 10 10 10 10 10 10 8 10 8 10
left_child=3 2 7 6 26 -3 -1 18 9 11 -7 12 13 14 15 16 -6 -14 -2 -20 21 -21 23 -22 25 29 -5 -28 -29 -18
right_child=1 5 -4 4 8 10 -8 -9 -10 -11 -12 -13 17 -15 -16 -17 24 -19 19 20 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-6.418254297235153e-06 -1.738756907251292e-05 -2.0833654056217232e-05 -5.1428987633425064e-06 2.5639930971060614e-06 9.3340240881888801e-05 -6.9031810732568844e-05 0.00011257262064672006 -4.8386261109020772e-06 -1.7126014707073296e-05 2.0351848248817509e-05 6.0530778218321485e-06 -0.00025888124889118184 0.00015421580775467166 -1.1822342152498777e-05 0.00012350400457380561 -2.1343601860370734e-05 3.9667283957251584e-05 1.1424146213679071e-06 3.0833296072573096e-05 7.9910028499331549e-06 7.4895624955629273e-06 2.7286113809026347e-05 6.2187323135815502e-05 -3.3979168390568112e-06 -7.0219263457762577e-05 4.526807909630372e-05 0.0026376783928398141 4.8416141914166635e-05 -8.8263836944502111e-05 -0.00015563424803602022
leaf_weight=750 43 542 218 30 25 28 33 29 36 39 66 35 26 77 57 214 107 32 29 27 43 26 48 106 28 30 37 30 53 70
leaf_count=750 43 542 218 30 25 28 33 29 36 39 66 35 26 77 57 214 107 32 29 27 43 26 48 106 28 30 37 30 53 70
internal_value=-0.000156433 -0.000773027 0.000144827 0.000281394 0.000913553 -0.00158269 -0.000468515 0.00109392 0.000535392 0.000701753 0.000673683 0.000507122 0.000683657 0.000407224 0.000819548 0.000387367 0.00132841 0.00352542 0.0014613 0.00187143 0.00143426 0.00422222 0.000666666 -0.000240001 0.000762711 0.00121154 0.00291391 0.00363636 0.00223809 0.000516853
internal_weight=2914 1205 569 1709 926 636 783 351 776 740 94 701 666 608 531 474 260 58 322 279 250 53 197 149 235 207 150 120 83 177
internal_count=2914 1205 569 1709 926 636 783 351 776 740 94 701 666 608 531 474 260 58 322 279 250 53 197 149 235 207 150 120 83 177
cat_boundaries=0 1 3 4 6 7
cat_threshold=203948032 68222978 34 10 85033024 34 1058
is_linear=0
shrinkage=0.04


Tree=796
num_leaves=31
num_cat=12
split_feature=8 9 7 4 7 4 4 12 0 13 6 4 3 4 6 3 3 4 1 12 1 0 7 9 6 4 0 3 1 0
split_gain=1.76461 1.28165 0.794266 0.500296 0.343718 0.442151 0.520418 0.395937 0.40751 0.289727 0.373855 0.377719 0.327414 0.263842 0.263323 0.496873 0.269654 0.258864 0.528941 0.256118 0.284469 0.235715 0.203004 0.265369 0.304615 0.193804 0.176922 0.171884 0.169905 0.147821
threshold=0 1 2 1373290000.0000002 3 9300.0000000000018 1188.0000000000002 4 44.07500000000001 5 6 15.000000000000002 2008.5000000000002 2772799500.0000005 7 2009.5000000000002 2015.5000000000002 52809240000.000008 5.5000000000000009 8 5.5000000000000009 36.900000000000006 9 10 11 390.00000000000006 16.750000000000004 2008.5000000000002 5.5000000000000009 35.250000000000007
decision_type=9 9 9 8 9 10 10 9 10 9 9 10 8 8 9 10 10 8 8 9 8 10 9 9 9 10 10 8 10 10
left_child=1 13 21 -3 25 6 7 22 9 14 11 12 -11 -1 15 -9 -16 -5 -19 20 -14 -2 -6 -24 -25 26 -4 -12 -21 -26
right_child=2 3 4 17 5 -7 -8 8 -10 10 27 -13 19 -15 16 -17 -18 18 -20 28 -22 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=1.6542199942525076e-05 0.00037965678767941282 3.5257468613342714e-06 5.6500178142753778e-06 0.00013253020415006898 5.6307641127454111e-08 -2.4570739542735011e-05 0.0014045090765390878 4.133950267795449e-05 3.9587750081067196e-05 -0.00095607955948016411 -1.0179829348026376e-07 -0.00098546974315063163 0.00024261829438455021 -6.4782609137164919e-06 2.5071057864546772e-06 6.5800219581381886e-05 -0.00046251235516282313 5.679257262058417e-05 -6.5383307523199204e-06 -1.1580591101646679e-05 -6.8229504262450925e-06 1.8761665071687218e-05 -0.00011962398231536326 -3.0404843366623583e-05 -0.0011781136596581763 1.302395560877332e-07 -1.4861669600836315e-05 -0.00021878173121740217 1.4169413141928765e-05 4.5039966861716729e-06
leaf_weight=25 27 36 27 30 162 109 38 112 105 26 56 34 113 181 190 29 26 109 35 239 30 88 141 221 28 34 170 242 53 192
leaf_count=25 27 36 27 30 162 109 38 112 105 26 56 34 113 181 190 29 26 109 35 239 30 88 141 221 28 34 170 242 53 192
internal_value=2.74913e-06 0.00237939 -0.000402718 0.00452489 -0.00056449 -0.000400557 -0.000268892 -0.000358001 7.8988e-05 -0.000139011 -0.00056219 0.000118576 0.000424241 7.37318e-05 0.000793477 0.00207895 -0.000105728 0.00562286 0.00485517 0.000688072 0.002 0.00269841 -0.0010808 -0.00143002 -0.000893806 -0.002 -0.00256566 -0.00165696 -2.64036e-05 0.000173159
internal_weight=2908 416 2492 210 2377 2146 2037 1999 1255 1150 793 495 461 206 357 141 216 174 144 435 143 115 744 582 441 231 197 298 292 220
internal_count=2908 416 2492 210 2377 2146 2037 1999 1255 1150 793 495 461 206 357 141 216 174 144 435 143 115 744 582 441 231 197 298 292 220
cat_boundaries=0 29 31 41 58 60 61 62 63 64 74 76 77
cat_threshold=268435472 2056 0 0 1073750016 0 0 0 1 32768 0 2048 2112 512 0 0 0 0 0 0 0 0 0 8 0 268468224 0 0 524288 0 10240 268566528 0 536879104 0 0 134217728 0 8192 0 134225920 0 0 68419584 2097152 0 8192 0 0 0 0 32768 0 0 0 0 0 1073745936 85106944 2 4 202 262 66562 0 128 0 0 0 0 0 131072 2048 32 0 16436 88
is_linear=0
shrinkage=0.04


Tree=797
num_leaves=31
num_cat=14
split_feature=8 7 2 7 12 4 8 2 2 2 9 11 12 2 7 6 5 8 2 2 4 4 7 9 4 2 2 8 4 2
split_gain=1.5484 0.662857 0.801393 0.585923 0.456729 0.497314 0.534966 0.793677 0.530399 0.455822 0.367871 0.309165 0.376637 0.37158 0.33394 0.307608 0.304869 0.330928 0.304487 0.302854 0.299959 0.357858 0.280172 0.442903 0.376016 0.277391 0.229767 0.225806 0.222551 0.210786
threshold=0 1 80.500000000000014 2 3 26121510000.000004 4 30.500000000000004 10.500000000000002 29.500000000000004 5 6 7 8.5000000000000018 8 9 2.5000000000000004 10 8.5000000000000018 3.5000000000000004 19000.000000000004 3890.0000000000005 11 12 680725000.00000012 17.500000000000004 9.5000000000000018 13 8181455000.000001 19.500000000000004
decision_type=9 9 8 9 9 8 9 8 10 10 9 9 9 8 9 9 8 9 10 10 10 10 9 9 10 10 10 9 8 10
left_child=22 2 9 -3 16 20 7 8 -7 -2 -8 12 18 19 -13 -16 -5 -18 -12 -14 21 -6 28 25 -25 -24 -19 -17 -1 -15
right_child=1 3 -4 4 5 6 10 -9 -10 -11 11 14 13 29 15 27 17 26 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.7965917084926535e-05 2.5789753768760777e-05 -0.00011377800464637524 -1.3595944829180296e-05 1.5580508339470885e-06 -1.5384289226610012e-05 8.3944215540459824e-05 -3.1663430581362677e-05 -3.4808672410698701e-06 0.00081171947066967676 3.0290071393691163e-05 -4.0725960922918107e-05 3.0778487800857354e-05 0.00010496852527056058 -3.3457246683050941e-05 1.2642612115456587e-05 -6.7768450717405871e-07 -3.6362578665418246e-06 -9.1466612978763355e-07 6.507590380688767e-06 0.00011893406171934663 -9.7434675671760406e-05 0.0027266213171593685 -1.7949239014188734e-05 4.9251620543350517e-05 2.6545150403065911e-05 8.5765298325371161e-06 -7.8427911922269007e-05 -2.2970524584010324e-05 -1.1944294078886672e-05 6.3725331146200322e-05
leaf_weight=27 62 113 34 68 109 43 102 28 29 28 83 106 27 67 102 146 205 164 208 30 72 27 87 105 31 87 355 218 77 78
leaf_count=27 62 113 34 68 109 43 102 28 29 28 83 106 27 67 102 146 205 164 208 30 72 27 87 105 31 87 355 218 77 78
internal_value=-0.000106887 -0.0004835 0.00225185 -0.000635718 -0.000486393 -6.72957e-05 0.000230283 0.00288288 0.00536986 0.0043956 -2.377e-05 0.00020446 0.00092857 0.00221596 -0.000425387 -0.00088889 -0.00125529 -0.00151173 -1.3246e-05 0.00503448 -0.0018756 -0.000759125 0.00212706 0.00274143 0.00446258 0.00121081 -0.00203019 -0.00142933 0.000208695 0.00123288
internal_weight=2918 2504 124 2380 2267 1475 1267 100 72 90 1167 1065 493 202 572 466 792 724 291 57 208 136 414 310 136 174 519 364 104 145
internal_count=2918 2504 124 2380 2267 1475 1267 100 72 90 1167 1065 493 202 572 466 792 724 291 57 208 136 414 310 136 174 519 364 104 145
cat_boundaries=0 30 46 64 66 86 88 89 90 107 108 131 143 145 168
cat_threshold=268435456 2058 0 0 2147549184 0 0 0 0 32768 0 133120 64 512 0 0 0 0 0 0 0 0 0 0 0 49152 0 0 524288 4096 16384 128 33562624 0 0 0 0 8192 0 134217728 0 0 16 0 0 32 131073 0 536870912 2097152 524320 0 0 0 0 0 0 256 128 0 0 0 0 128 84084736 34 16 0 0 0 0 0 0 2147483648 0 0 0 4 2048 0 0 0 0 0 0 8192 0 8336 49156 1073410 0 0 0 0 0 0 131072 0 0 0 0 128 0 0 0 0 16 6 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 34 0 0 0 2048 0 8192 256 0 6176 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=798
num_leaves=31
num_cat=11
split_feature=8 7 7 8 12 12 4 2 2 3 4 6 2 2 12 3 12 2 1 3 6 2 4 4 4 2 16 2 2 2
split_gain=1.6781 1.14187 0.584942 0.535549 0.560757 0.390405 0.378114 0.604416 0.414364 0.350515 0.368793 0.399051 0.489129 0.374813 0.338866 0.404822 0.323367 0.562579 0.510097 0.322893 0.316723 0.318899 0.297537 0.282945 0.442879 0.512773 0.246275 0.230396 0.231192 0.214253
threshold=0 1 2 3 4 5 680725000.00000012 2.5000000000000004 11.500000000000002 2019.5000000000002 625.00000000000011 6 23.500000000000004 7.5000000000000009 7 2018.5000000000002 8 59.500000000000007 4.5000000000000009 2019.5000000000002 9 74.500000000000014 1445190000.0000002 38500.000000000007 481.00000000000006 111.00000000000001 10 39.500000000000007 51.500000000000007 49.500000000000007
decision_type=9 9 9 9 9 9 8 8 10 8 10 9 10 10 9 8 9 10 8 8 9 10 8 10 10 8 1 10 10 10
left_child=23 -2 14 4 -4 9 -6 -8 -9 -5 11 12 26 -13 15 -3 18 -18 -10 -16 -7 22 -22 24 25 -1 -11 -20 -29 -21
right_child=1 2 3 5 6 20 7 8 16 10 -12 13 -14 -15 19 -17 17 -19 27 29 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.9200514666866421e-05 -1.1927271103132733e-05 6.9740096794466966e-05 -1.2117359293286647e-05 -0.00013049306594090015 -2.2622049590866957e-05 7.6230489411330215e-06 -0.00024225446630931182 0.00012828098872282842 -0.00011743369708817398 2.1977697733835586e-05 -3.5306228105357523e-05 -0.00065748259936195962 -4.1238597679087456e-05 -2.4691799433042179e-05 -1.8965426930814217e-05 3.7711085610868673e-06 2.2716906644998517e-06 9.8567193355250424e-05 -1.4491415283339357e-05 0.00012382735285717289 -1.8699166646172286e-05 -0.00029851546710477479 7.5189313549804831e-06 2.3222667853499495e-05 -0.0001260431154958774 -4.9849384840673885e-05 -4.7270381838500929e-05 0.0010900630633242669 1.3101745710975688e-06 -0.0010494613215260118
leaf_weight=174 319 67 370 154 47 218 31 98 38 184 84 87 62 128 59 44 99 40 91 40 31 47 186 25 26 40 25 30 100 25
leaf_count=174 319 67 370 154 47 218 31 98 38 184 84 87 62 128 59 44 99 40 91 40 31 47 186 25 26 40 25 30 100 25
internal_value=-0.000146802 -0.000447883 -0.000141904 -0.00035169 0.000360208 -0.00090715 0.00113504 0.00146212 0.00180282 -0.00149116 -0.00105079 -0.000624231 0.000411347 -0.00185841 0.00170732 0.0032459 0.00122306 0.00269333 0.00031111 0.000177777 -1.62281e-05 -0.00093091 -0.000311928 0.00282609 0.00248963 0.00308837 0.00135238 0.00106306 0.0021374 0.00212121
internal_weight=2969 2704 2385 2150 944 1206 574 527 496 724 570 486 271 215 235 111 398 139 259 124 482 264 217 265 240 214 209 221 130 65
internal_count=2969 2704 2385 2150 944 1206 574 527 496 724 570 486 271 215 235 111 398 139 259 124 482 264 217 265 240 214 209 221 130 65
cat_boundaries=0 30 47 56 79 80 82 83 84 86 87 88
cat_threshold=0 2056 0 0 73728 0 0 0 0 0 0 0 64 0 268435456 0 0 0 4096 0 0 0 0 0 0 268468224 4 0 524288 4096 131072 0 603979776 0 0 8194 33554432 536870912 0 32 32768 256 128 0 0 0 1073745920 2 129 33562624 10240 0 134217728 0 8192 2048 268435472 0 0 0 0 1 262144 0 0 0 0 2052 0 512 0 0 0 0 0 0 384 0 20971520 85132576 1230914 32 204 40962 8258 32 6 2
is_linear=0
shrinkage=0.04


Tree=799
num_leaves=31
num_cat=13
split_feature=8 7 8 12 9 2 2 12 2 2 8 10 2 2 2 2 2 2 12 1 13 3 2 2 16 12 2 2 7 3
split_gain=1.49295 1.22 0.572273 0.501248 0.467872 0.549252 1.32323 0.376955 0.354128 0.50997 0.352677 0.344694 0.542841 0.33773 0.329577 0.724366 0.412751 0.406312 0.62108 0.373472 0.339128 0.727581 0.515345 0.336782 0.31845 0.261777 0.406344 0.50807 0.314406 0.332699
threshold=0 1 2 3 4 69.500000000000014 239.00000000000003 5 59.500000000000007 14.500000000000002 6 7 37.500000000000007 3.5000000000000004 86.500000000000014 78.500000000000014 52.500000000000007 47.500000000000007 8 5.5000000000000009 9 2002.5000000000002 8.5000000000000018 5.5000000000000009 10 11 35.500000000000007 19.500000000000004 12 2004.5000000000002
decision_type=9 9 9 9 9 10 10 9 10 8 9 9 8 10 8 10 10 10 9 8 9 10 10 10 1 9 8 10 9 10
left_child=8 10 -3 -4 5 7 -7 -5 9 -1 13 14 -13 -2 15 16 17 18 19 -6 21 22 -20 -22 -18 26 27 -12 29 -27
right_child=1 2 3 4 11 6 -8 -9 -10 -11 25 12 -14 -15 -16 -17 24 -19 20 -21 23 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=1.3902902004527987e-05 0.0001169907542214927 -2.551661396009058e-05 -1.2535698619693845e-05 4.2905192224092421e-07 7.7139618560414432e-05 4.6970297162023666e-05 -1.5307423580166965e-05 -2.9496983943125338e-05 -0.00027988433498716571 2.5280671948013624e-05 -0.00017713091477488321 -7.7148700610677249e-05 2.8714709688215814e-05 -7.7715545987392379e-06 -1.7015014067584525e-06 2.3482382757874884e-05 2.9500958046433726e-05 4.7292580359715642e-05 -0.00044520128204544727 0.00020978046598599601 1.6297819294684091e-05 -4.1683709525631547e-05 0.00035308482846708463 -1.6609118871378923e-05 -0.00025614101302062742 -1.9618185230446572e-06 -1.6847675527127586e-05 0.0025596745796788089 -3.7533975394917601e-05 -5.2321390822435744e-05
leaf_weight=54 36 150 285 265 139 41 26 166 28 48 39 50 55 100 172 25 37 30 29 25 89 47 68 236 35 164 86 27 356 46
leaf_count=54 36 150 285 265 139 41 26 166 28 48 39 50 55 100 172 25 37 30 29 25 89 47 68 236 35 164 86 27 356 46
internal_value=-4.60246e-05 -0.000245504 0.000302876 0.000502457 0.000789132 -0.00022004 0.00311765 -0.000750001 0.00397163 0.00535922 -0.00149827 0.00127099 -0.00086207 0.000380951 0.00151856 0.00189225 0.00165761 0.00196988 0.00174763 0.00379428 0.000924999 0.00247742 0.00461224 0.000178571 -0.00120548 -0.0018546 -0.000294479 0.00202985 -0.00225997 -0.000904978
internal_weight=2954 2824 1970 1820 1535 498 67 431 130 102 854 1037 105 136 932 760 735 663 633 164 469 144 97 325 72 718 152 66 566 210
internal_count=2954 2824 1970 1820 1535 498 67 431 130 102 854 1037 105 136 932 760 735 663 633 164 469 144 97 325 72 718 152 66 566 210
cat_boundaries=0 30 48 74 75 77 79 100 101 102 103 104 105 117
cat_threshold=268435456 2056 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32768 0 0 0 4096 131075 129 603979776 2564 34 134225984 33554432 4194304 67584 32 0 384 268435584 268435456 0 0 4096 128 1073741824 0 4 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2048 128 0 0 8 0 16384 134400 1 20500 67158050 32 0 0 0 0 0 0 262144 0 0 0 0 0 2048 512 0 0 0 0 0 8192 256 256 90112 4 2 1057056 131072 129 536870912 2052 0 64 0 0 0 32 0 128
is_linear=0
shrinkage=0.04


Tree=800
num_leaves=31
num_cat=14
split_feature=7 11 8 6 17 11 5 17 0 3 1 3 1 5 3 3 3 0 7 6 17 1 0 17 6 1 18 1 6 3
split_gain=1.75796 0.897836 0.912763 0.800549 0.545086 0.431167 0.398233 0.383245 0.376436 0.363784 0.342726 0.32294 0.289994 0.280165 0.267172 0.235069 0.232421 0.247236 0.229724 0.272306 0.158752 0.165196 0.135222 0.121758 0.143792 0.44038 0.218569 0.120191 0.118012 0.166629
threshold=0 1 2 3 4 5 10.500000000000002 6 35.850000000000009 2009.5000000000002 5.5000000000000009 2020.5000000000002 5.5000000000000009 1.5000000000000002 1958.5000000000002 1984.5000000000002 2014.5000000000002 40.250000000000007 7 8 9 5.5000000000000009 9.5000000000000018 10 11 5.5000000000000009 12 5.5000000000000009 13 2000.5000000000002
decision_type=9 9 9 9 9 9 8 9 10 10 8 10 8 8 10 10 8 10 9 9 9 8 10 9 9 8 9 8 9 10
left_child=3 2 9 8 6 10 -4 13 -1 -2 22 15 -7 -6 -8 23 -10 -18 -3 27 -21 -22 -5 -9 25 -25 -26 -20 29 -17
right_child=1 18 4 5 7 12 14 11 16 -11 -12 -13 -14 -15 -16 28 17 -19 19 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=6.8515300324933849e-06 -2.863654935034602e-05 -1.1245552520705935e-06 3.2661456306370489e-06 7.8726188325933886e-05 6.6083231743041876e-06 -3.2198643470702986e-07 0.00011470716668225347 -3.0539117397883596e-07 1.2958307352106446e-05 8.5377457733380705e-05 1.7891521482482632e-05 6.3953792666597388e-05 -4.0626295726239341e-05 -5.5905967911311966e-05 3.6538823031069852e-05 -0.00044201796896549476 2.6406257386091038e-05 2.3243634113142849e-06 9.8123341605177483e-06 -5.0864088201393788e-06 -2.8862910323657437e-05 -6.1076475494396836e-05 -2.0305902397068688e-06 -5.5104564366814659e-06 -3.067293872072481e-05 3.3008068465013206e-05 4.1324008515708944e-05 -6.4598571023929131e-05 2.5665401842305213e-06 -8.6325016347851662e-06
leaf_weight=48 220 210 64 27 28 218 33 190 47 25 54 33 34 103 25 32 97 74 112 100 279 141 79 139 28 26 161 59 118 120
leaf_count=48 220 210 64 27 28 218 33 190 47 25 54 33 34 103 25 32 97 74 112 100 279 141 79 139 28 26 161 59 118 120
internal_value=-7.38471e-05 -0.000613204 4.42468e-05 0.00169521 0.000540053 0.000548462 0.00294737 0.000210313 0.00337906 -0.00210938 0.00210526 0.000526806 -0.000486693 -0.00171831 0.00555932 0.000373005 0.00277625 0.00206977 -0.00158333 -0.00194302 -0.00241055 -0.00278422 0.000897195 0.000851375 0.00127123 0.000340908 0.00202 -0.000461539 -0.000590407 -0.00127607
internal_weight=2924 2246 1345 678 1100 412 122 978 266 245 160 847 252 131 58 814 218 171 901 691 520 420 106 544 354 165 189 171 270 152
internal_count=2924 2246 1345 678 1100 412 122 978 266 245 160 847 252 131 58 814 218 171 901 691 520 420 106 544 354 165 189 171 270 152
cat_boundaries=0 17 20 43 44 45 48 49 57 58 59 60 61 62 63
cat_threshold=268435456 268435472 33562624 2048 0 134217728 131072 805306368 33554432 134217776 0 256 0 0 67108864 32 1073746064 67158020 132608 524288 16 4 0 0 65536 0 0 0 0 0 0 4 8192 0 0 4096 0 0 33554432 2048 256 0 4194304 404 21 32 2147483648 524288 2 0 0 0 0 0 0 0 131072 70 50 8 282 4 388
is_linear=0
shrinkage=0.04


Tree=801
num_leaves=31
num_cat=13
split_feature=7 12 7 4 4 6 0 12 9 6 4 11 12 5 0 0 4 12 0 6 12 4 12 5 0 0 0 0 4 0
split_gain=1.66301 1.00596 0.847655 0.765267 1.11126 0.414979 0.732323 0.391319 0.484362 0.502779 0.565383 0.260455 0.300214 0.252785 0.290275 0.679923 0.241268 0.238301 0.234728 0.217862 0.201093 0.194836 0.185058 0.184378 0.155997 0.139418 0.128028 0.121715 0.110884 0.108221
threshold=0 1 2 1009900000.0000001 5828530000.000001 3 44.07500000000001 4 5 6 28.000000000000004 7 8 1.5000000000000002 32.500000000000007 39.07500000000001 101.00000000000001 9 44.07500000000001 10 11 29000.000000000004 12 1.0000000180025095e-35 40.250000000000007 32.500000000000007 33.175000000000004 44.07500000000001 133.00000000000003 18.500000000000004
decision_type=9 9 9 10 10 9 10 9 9 9 10 9 9 10 10 10 10 9 10 9 9 8 9 10 10 10 10 10 10 10
left_child=1 -1 17 7 -5 16 -7 19 20 13 11 12 24 14 -10 -16 -3 -2 -13 -4 28 -17 -21 27 -11 -22 -14 -23 -9 -19
right_child=2 5 3 4 -6 6 -8 8 9 10 -12 18 26 -15 15 21 -18 29 -20 22 25 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.7354037472208061e-06 -5.8660466075545449e-07 7.4586242998408295e-05 3.4380594192092057e-06 1.8084750672358822e-06 -5.513163333611567e-06 -1.6510022236838778e-07 4.2373255003084453e-05 -1.3380495417701784e-06 2.479084372867576e-05 2.5192542112068101e-06 -7.8649327672984014e-05 -2.070216578090367e-05 1.7272166348692511e-05 -1.5764866344259932e-05 -0.00061513451928781775 -9.6912063157096652e-06 1.9488717600142464e-06 -8.2866210943282863e-05 1.150755236302814e-05 -5.8950488985532231e-06 -5.3230175027632297e-05 5.5080758108964373e-05 -0.00018850164774608685 4.6594082105527538e-05 -0.001505484936165585 -2.6099206001794746e-05 2.4892880098171727e-05 -0.00045165967798384922 4.5327934934374373e-05 -1.3730639973287655e-05
leaf_weight=104 106 103 151 37 53 95 27 193 37 195 72 162 101 67 29 40 25 111 32 267 25 131 165 32 32 176 88 29 25 228
leaf_count=104 106 103 151 37 53 95 27 193 37 195 72 162 101 67 29 40 25 111 32 267 25 131 165 32 32 176 88 29 25 228
internal_value=-5.17192e-05 0.00247671 -0.000406937 -7.25591e-05 0.00351648 0.00383142 0.00174436 -0.000232196 0.00011916 0.000578449 -6.9265e-05 0.000327331 0.000880561 0.00175532 0.002301 0.00181679 0.00552518 -0.00197369 -0.000858537 -0.00109764 -0.00101395 0.00254077 -0.00155305 0.00306736 -0.000117648 -0.00190566 0.00202 0.00248447 -0.000139739 -0.00250286
internal_weight=2938 354 2584 2139 90 250 122 2049 1466 1047 682 610 416 365 298 261 128 445 194 583 419 232 432 192 227 201 189 160 218 339
internal_count=2938 354 2584 2139 90 250 122 2049 1466 1047 682 610 416 365 298 261 128 445 194 583 419 232 432 192 227 201 189 160 218 339
cat_boundaries=0 17 18 32 33 35 37 38 39 40 41 42 43 45
cat_threshold=268435456 144 33554432 8192 524288 134217728 0 8192 0 402661424 0 0 16 0 67108864 0 1073741968 16812128 147457 0 1140850688 4 32 10304 0 0 65536 0 8192 0 268435584 268435456 276 17958144 32 1073741824 24628 322 36 67207264 1181984 6 2146 16908288 32
is_linear=0
shrinkage=0.04


Tree=802
num_leaves=31
num_cat=7
split_feature=8 8 4 4 11 12 2 15 4 2 2 4 2 3 2 2 2 3 12 2 2 2 5 2 2 2 12 2 2 5
split_gain=1.4378 0.708738 0.496316 1.05086 0.450631 0.836144 0.651308 0.479553 0.470091 0.377061 0.683232 0.356593 0.586747 0.415886 0.322691 0.467299 0.293403 0.534589 0.442427 0.395757 0.430774 0.282274 0.407782 0.543541 0.28121 0.264821 0.263446 0.279496 0.305653 0.248089
threshold=0 1 1868495000.0000002 5595120000.000001 2 3 16.500000000000004 4 313.50000000000006 41.500000000000007 28.500000000000004 86.000000000000014 80.500000000000014 2017.5000000000002 29.500000000000004 45.500000000000007 66.500000000000014 1998.5000000000002 5 3.5000000000000004 2.5000000000000004 20.500000000000004 1.5000000000000002 8.5000000000000018 301.00000000000006 20.500000000000004 6 45.500000000000007 4.5000000000000009 1.5000000000000002
decision_type=9 9 10 10 9 9 8 9 10 10 8 10 10 8 8 8 10 10 9 8 10 8 8 10 8 10 9 10 8 8
left_child=11 -2 4 -4 8 6 -6 9 16 10 -7 12 13 -1 -8 -16 18 -18 -3 20 -20 22 -10 -24 -17 -15 27 28 -9 -21
right_child=1 2 3 -5 5 7 14 26 21 -11 -12 -13 -14 25 15 24 17 -19 19 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6640810109872761e-05 -1.3424056771243421e-05 -1.0610156490554461e-05 5.2024247813727923e-06 -7.1732256200737575e-06 0.0019115594835487728 -0.00016358629782889505 -0.0017491143862404445 3.6594372934807834e-05 -7.3993258451784057e-05 -4.586966705642498e-05 2.3310565202554564e-05 2.4099696080438038e-05 -0.00066052202015580788 3.2011087751756561e-05 0.00081422423306708126 -0.00031891209862800331 4.8002421922993151e-05 -1.7486113597768373e-05 1.5290626865475731e-05 4.457341535863208e-05 6.4114351176672909e-05 -9.3980156240398025e-05 -2.4993778144795835e-05 0.00085273972848036006 0.00038289807487484895 -1.0244251764619052e-06 -9.1049114568265169e-05 4.4456939138575064e-06 -5.860534498365327e-05 2.2787553204413472e-06
leaf_weight=26 353 235 35 71 62 55 26 25 31 47 51 50 30 79 36 63 146 57 60 56 32 55 26 29 30 27 298 89 172 601
leaf_count=26 353 235 35 71 62 55 26 25 31 47 51 50 30 79 36 63 146 57 60 56 32 55 26 29 30 27 298 89 172 601
internal_value=0.000104264 -0.000146803 0.000103375 0.00276635 -2.10259e-05 -0.000679794 0.00145614 -0.00132086 0.000454069 0.000658536 0.00201869 0.00319282 0.00240491 0.00354887 0.000128204 0.000953845 0.000717171 0.00209804 0.000430456 0.000899999 0.00335484 -0.00171831 -0.000275863 0.00178571 -0.000553192 0.00239252 -0.00184202 -0.00088889 -0.00175758 0.000565349
internal_weight=2953 2741 2388 106 2282 954 217 737 1328 153 106 212 162 132 155 129 1187 203 984 749 92 141 86 55 93 106 584 286 197 657
internal_count=2953 2741 2388 106 2282 954 217 737 1328 153 106 212 162 132 155 129 1187 203 984 749 92 141 86 55 93 106 584 286 197 657
cat_boundaries=0 30 57 60 61 62 64 65
cat_threshold=268435456 2058 0 0 1073750016 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32768 0 0 524288 4096 1073741840 0 0 0 0 0 0 0 1 0 0 0 8192 1048576 0 4096 0 0 33554432 0 2147483776 0 0 8 0 0 68 49156 9728 524288 17842432 2281701376 16803904 2 165986
is_linear=0
shrinkage=0.04


Tree=803
num_leaves=31
num_cat=12
split_feature=7 7 8 12 17 4 2 0 5 9 0 12 2 12 2 7 11 12 1 2 1 2 2 11 0 0 2 2 0 2
split_gain=1.31005 0.902785 0.625966 0.603489 0.679135 0.571161 0.629005 0.459868 0.653571 0.428687 0.393331 0.392285 0.391724 0.330534 0.400499 0.323943 0.319187 0.31557 0.666338 0.570339 0.39552 0.317756 0.314187 0.290937 0.289519 0.257434 0.255853 0.247265 0.229821 0.204574
threshold=0 1 2 3 4 1868495000.0000002 100.50000000000001 35.250000000000007 1.5000000000000002 5 31.500000000000004 6 111.00000000000001 7 1025.0000000000002 8 9 10 1.5000000000000002 8.5000000000000018 5.5000000000000009 7.5000000000000009 60.500000000000007 11 42.960000000000008 21.500000000000004 71.500000000000014 38.500000000000007 39.07500000000001 65.500000000000014
decision_type=9 9 9 9 9 10 8 10 8 9 10 9 8 9 8 9 9 9 10 10 8 10 8 9 10 10 10 10 10 8
left_child=11 5 13 23 7 6 10 -5 -9 29 -2 -1 -10 -3 -15 22 -17 20 19 -19 21 -11 -13 25 -25 -4 -24 -12 -23 -6
right_child=1 2 3 4 9 -7 -8 8 12 17 27 15 -14 14 -16 16 -18 18 -20 -21 -22 28 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.6691036317311386e-05 0.00046874193264231852 1.4376754656636025e-06 -5.8391678615898849e-06 -0.00034704519754045099 -4.7426545988780849e-05 4.4882614369489569e-05 -0.00028965802872232789 -3.4513104624675685e-06 0.00016743352214944424 -0.00033321048221740871 6.7613405629374007e-06 -3.6711344393132259e-05 6.391172066824675e-05 -7.9065977427012133e-05 8.0683568369300954e-07 -2.2816573313984815e-07 -4.4448201347106609e-05 7.0986419466837458e-06 1.1276662425458335e-05 1.3247378203749453e-05 -6.0259431066802906e-05 -7.0245622991831956e-06 0.00031003206138137689 -2.2556776381443708e-05 6.4785760066541903e-06 4.5219420921717568e-05 -8.303903131732701e-08 3.9673316474660664e-05 6.1481418075138639e-05 4.1744396087128305e-05
leaf_weight=326 33 120 60 31 191 34 25 27 28 47 111 121 28 201 25 119 153 33 513 25 54 50 29 275 43 43 43 25 111 25
leaf_count=326 33 120 60 31 191 34 25 27 28 47 111 121 28 201 25 119 153 33 513 25 54 50 29 275 43 43 43 25 111 25
internal_value=-0.000120679 0.000390963 0.000103039 0.000441378 0.000909709 0.0027113 0.00196923 0.003712 0.00557143 0.00056981 0.00284706 -0.00150125 0.008 -0.00141177 -0.00229536 -0.000714287 -0.00158304 0.000981042 0.00150515 0.00555932 -0.000175825 0.000612439 0.000529411 -0.000842594 -0.00143465 0.000947368 0.00263014 0.00186861 0.00145679 -0.000986785
internal_weight=2949 2158 1930 1584 1163 228 194 114 83 1049 169 791 56 346 226 465 272 833 571 58 262 208 193 421 318 103 72 136 161 216
internal_count=2949 2158 1930 1584 1163 228 194 114 83 1049 169 791 56 346 226 465 272 833 571 58 262 208 193 421 318 103 72 136 161 216
cat_boundaries=0 18 35 59 61 62 64 65 66 83 86 87 89
cat_threshold=131074 33 603979776 2097152 34 64 0 139264 65536 0 0 2097536 268435584 0 0 0 16 256 268435456 16 33554432 2048 0 0 33554432 805306368 33554432 134217744 32 0 0 0 67108864 32 128 1342177280 4 4 0 65536 0 0 0 1 0 0 4 0 0 268435456 4096 0 0 33554432 2048 384 0 0 8 17967104 32 21 0 20480 84968800 76096 0 0 0 0 0 0 0 131072 0 0 0 128 0 0 0 0 16 4 0 524288 33088 16416 2147483648
is_linear=0
shrinkage=0.04


Tree=804
num_leaves=31
num_cat=7
split_feature=7 8 7 2 4 8 9 4 4 0 2 0 2 8 2 2 2 4 2 0 2 2 2 0 1 7 0 2 2 2
split_gain=1.28717 1.48743 0.7459 0.854398 0.944317 0.57287 0.53402 0.516572 0.975048 0.6717 0.440829 0.440242 0.956028 0.36277 0.311743 0.409591 0.297084 0.487838 0.590807 0.231555 0.219719 0.198837 0.179313 0.203555 0.172558 0.167652 0.155714 0.618873 0.42461 0.185865
threshold=0 1 2 70.500000000000014 11.000000000000002 3 4 12415638000.000002 1642125000.0000002 42.710000000000008 8.5000000000000018 38.57500000000001 105.50000000000001 5 100.50000000000001 13.500000000000002 45.500000000000007 54014.000000000007 74.500000000000014 29.500000000000004 2.5000000000000004 2.5000000000000004 4373.0000000000009 26.500000000000004 5.5000000000000009 6 44.07500000000001 17.500000000000004 4.5000000000000009 6.5000000000000009
decision_type=9 9 9 8 10 9 9 10 10 10 8 10 10 9 8 10 8 8 8 10 8 10 8 8 10 9 8 10 10 10
left_child=22 7 3 4 -3 -4 11 8 9 14 21 13 20 19 15 -2 24 -18 -19 -7 -13 -8 23 -1 -12 -25 28 -28 -22 -30
right_child=1 2 5 -5 -6 6 10 -9 -10 -11 16 12 -14 -15 -16 -17 17 18 -20 -21 26 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-9.7686122675790712e-06 3.1675905698147811e-05 1.7037221894565012e-05 -2.0315185941929349e-05 -4.7450854190172948e-05 6.6871932526880988e-06 -2.4097907557568172e-07 -8.6434948206470931e-06 -1.0563578116263473e-05 3.3558762707513933e-05 -3.8297634128870985e-06 -6.4841078927767938e-05 3.3533395404180513e-05 6.8306251615206175e-05 -5.4276809694621315e-05 -1.0789517844585986e-06 8.3788626857136082e-05 2.6189257971633214e-05 1.8216647206701728e-05 -4.8364258448906502e-06 4.0049959915849515e-05 -0.00049058800173337064 1.8079322895549079e-05 -2.0801403363262695e-06 -0.00010047822870908834 4.3316962837461925e-06 -4.7031841127649788e-05 5.9511344512718646e-05 -0.00084237110258499829 6.7114209094919366e-05 1.4083436612489375e-06
leaf_weight=99 53 127 257 58 27 414 48 31 29 37 272 29 43 144 27 50 35 31 130 38 35 138 47 123 38 192 49 28 38 277
leaf_count=99 53 127 257 58 27 414 48 31 29 37 272 29 43 144 27 50 35 31 130 38 35 138 47 123 38 192 49 28 38 277
internal_value=-0.000127675 0.000235765 -8.11655e-05 0.00211659 0.00376774 -0.000319222 -6.00677e-05 0.0032437 0.00414213 0.00292857 -0.000921765 0.000488245 0.001368 -0.000241207 0.00427481 0.00526923 -0.00154635 -0.000324874 -0.00125926 0.000328293 0.000822756 0.000727272 -0.00204237 -0.00235181 -0.00231511 -0.0028481 0.000588784 0.00220513 0.000227919 0.000696202
internal_weight=2944 2483 2256 212 154 2044 1787 227 196 167 692 1095 499 596 130 103 506 196 161 452 456 186 461 414 310 315 427 77 350 315
internal_count=2944 2483 2256 212 154 2044 1787 227 196 167 692 1095 499 596 130 103 506 196 161 452 456 186 461 414 310 315 427 77 350 315
cat_boundaries=0 17 46 64 91 93 116 128
cat_threshold=131073 129 1073741824 2624004 32 2114 0 268435456 0 0 8192 256 268435584 0 0 0 16 1342177280 2050 0 0 65536 0 0 2147483648 0 0 0 0 0 512 268435456 0 0 0 0 0 0 0 0 0 0 268468224 0 0 524288 2 0 33554432 0 0 134217728 33554432 8192 0 134225920 0 0 0 0 0 32 1073745920 128 16 0 0 0 0 0 0 0 0 0 0 0 10304 0 0 0 0 0 0 2048 256 0 4194304 0 0 16384 68 1073741824 2208 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 16777216 0 1 1073741824 2052 0 0 0 0 0 0 8192 256
is_linear=0
shrinkage=0.04


Tree=805
num_leaves=31
num_cat=13
split_feature=8 9 7 12 8 0 3 4 8 9 12 0 0 3 6 12 0 12 6 3 13 3 3 4 4 4 3 0 0 0
split_gain=0.999848 1.04768 0.69522 0.761808 0.54279 0.696552 0.39184 0.438761 0.360142 0.349907 0.687159 0.508726 0.360164 0.337927 0.326283 0.423818 0.356241 0.287111 0.253379 0.241855 0.234094 0.229722 0.226434 0.268808 0.197115 0.19411 0.190917 0.337905 0.210182 0.235545
threshold=0 1 2 3 4 32.500000000000007 1998.5000000000002 5544455000.000001 5 6 7 44.07500000000001 45.425000000000004 2013.5000000000002 8 9 16.750000000000004 10 11 2002.5000000000002 12 2013.5000000000002 2010.5000000000002 1050.0000000000002 10438345000.000002 1009900000.0000001 2019.5000000000002 14.500000000000002 16.750000000000004 35.600000000000009
decision_type=9 9 9 9 9 10 10 8 9 9 9 10 10 8 9 9 10 9 9 8 9 8 8 10 10 10 8 10 10 10
left_child=1 25 3 13 5 -4 7 -3 -6 11 18 14 -13 -2 17 20 -17 -10 -11 -19 -16 -18 -12 -24 -9 -1 -22 -28 -29 -30
right_child=2 6 4 -5 8 -7 -8 24 9 10 22 12 -14 -15 15 16 21 19 -20 -21 26 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-3.5068168661620142e-05 0.00011913264395289606 6.7746944654609135e-07 5.741422354428286e-05 -3.3862713749346134e-05 -3.7965209344644443e-05 6.4213453482356823e-06 -1.03699898165718e-05 8.1328386719777462e-05 2.0598362184397729e-05 5.1472312309339507e-05 6.4701074604350922e-08 1.834902762529155e-05 3.350389810150335e-05 -8.7075624994861799e-06 -6.70618958945203e-05 -9.7663863751561035e-06 -6.7406086655750319e-06 8.4193035532220638e-06 -2.9678792197786844e-05 -0.00035492004969112285 -0.00025082904621814758 3.5571052130369454e-05 -6.3245397471793538e-05 4.0249927947863798e-06 4.4066740332842503e-05 4.2991584779651164e-06 -0.0004043967839145373 0.0007609606468960326 -6.4816893564255735e-05 1.1302175085348339e-05
leaf_weight=79 30 30 26 215 106 108 33 115 105 109 38 53 55 114 202 203 51 30 139 216 32 318 206 25 26 30 36 40 49 65
leaf_count=79 30 30 26 215 106 108 33 115 105 109 38 53 55 114 202 203 51 30 139 216 32 318 206 25 26 30 36 40 49 65
internal_value=-0.000282843 0.00181481 -0.000543765 -0.00215135 -0.000273505 0.00209655 0.00346046 0.00439535 -0.000436573 -0.000306607 -0.00118939 1.36416e-05 0.0026422 0.000154838 -0.000198814 0.000174776 0.000878215 -0.00122652 0.000339767 -0.00196109 -0.000772415 0.00163243 -0.00255714 -0.00312069 0.00532394 -0.0013 0.000137338 0.000628271 0.00144516 0.000556521
internal_weight=2884 313 2571 359 2212 134 204 171 2078 1972 517 1455 108 144 1347 996 572 351 248 246 424 369 269 231 141 109 222 190 154 114
internal_count=2884 313 2571 359 2212 134 204 171 2078 1972 517 1455 108 144 1347 996 572 351 248 246 424 369 269 231 141 109 222 190 154 114
cat_boundaries=0 30 32 49 51 80 104 106 108 109 111 112 113 114
cat_threshold=0 2048 0 0 2147491840 1 0 0 0 32768 0 0 0 512 0 0 0 0 4096 8192 0 0 0 0 0 49152 0 0 0 4096 0 12320 0 145 1074790400 0 0 134225984 0 0 33554432 0 32800 2097472 128 0 0 0 1073745920 10242 32 0 8 0 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 16 4 0 0 0 0 0 0 0 0 0 0 8256 1048576 0 0 0 0 0 0 0 0 0 8 1073741824 14496 100704 32 70 9568 32 17851456 134 2
is_linear=0
shrinkage=0.04


Tree=806
num_leaves=31
num_cat=10
split_feature=7 7 4 12 0 4 2 2 0 6 7 12 2 2 12 2 0 2 2 11 5 2 2 2 2 12 11 4 2 2
split_gain=1.13698 0.760974 0.628223 0.546232 0.665324 0.627944 0.52238 0.435764 0.334032 0.369687 0.330565 0.32649 0.320302 0.314946 0.342042 0.618361 0.284216 0.280449 0.502979 0.279057 0.457117 0.317249 0.309354 0.261257 0.533438 0.254218 0.251803 0.252978 0.227024 0.225384
threshold=0 1 481.00000000000006 2 15.500000000000002 38500.000000000007 866.50000000000011 385.00000000000006 43.675000000000004 3 4 5 9.5000000000000018 3.5000000000000004 6 41.500000000000007 47.750000000000007 90.500000000000014 73.500000000000014 7 1.0000000180025095e-35 8.5000000000000018 17.500000000000004 8.5000000000000018 63.500000000000007 8 9 133.00000000000003 30.500000000000004 17.500000000000004
decision_type=9 9 10 9 8 10 8 10 10 9 9 9 10 10 9 10 10 8 10 9 10 10 10 10 10 9 9 10 10 10
left_child=10 2 -2 5 -5 -3 7 8 9 13 -1 12 -11 -6 15 -15 17 18 25 20 21 -16 -23 -10 -25 -12 27 -13 -14 -27
right_child=1 3 -4 4 6 -7 -8 -9 23 11 16 26 28 14 19 -17 -18 -19 -20 -21 -22 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.00022638274004670465 9.4895404180642536e-06 -1.138010152243711e-05 4.4421230359247201e-05 6.2123133955296008e-05 2.3552334318436078e-05 1.2228149949624651e-05 6.6213497359556269e-06 -1.3625812218101608e-05 4.6005088787524354e-05 -0.00016378224147444145 -3.4177875240042431e-05 -5.8055519625926079e-07 2.6466548376405456e-05 6.4792663980889734e-06 -0.00079377724960358266 0.00043250041689492342 4.6413324109674474e-05 -8.1920537563309487e-05 8.7920239884655683e-06 -9.2356309577971559e-06 7.7018029129180256e-05 4.9281995711194592e-05 -2.2331788454545194e-05 -0.00028517117199508503 3.7889973379749974e-05 -5.5536395797370889e-05 -6.5755595001135123e-05 -0.00020336008537909743 -1.7649102127593495e-05 4.4067752283460589e-06
leaf_weight=122 86 556 31 114 38 25 170 39 40 27 224 210 48 103 31 37 28 126 42 124 49 52 60 66 29 114 119 30 31 177
leaf_count=122 86 556 31 114 38 25 170 39 40 27 224 210 48 103 31 37 28 126 42 124 49 52 60 66 29 114 119 30 31 177
internal_value=4.34036e-05 0.000536217 0.00353125 0.000342458 0.000764705 -0.000682433 0.000512269 0.000201057 0.000350684 8.7499e-05 -0.00119905 -0.000714287 0.00116239 0.000839603 0.000560174 0.0021192 -0.000836566 -0.0010117 -0.000623657 -0.00019572 0.000748768 -0.000361112 0.000637167 0.00220588 0.00104167 -0.000968993 -0.00128649 -0.000478089 0.00255 -0.000145696
internal_weight=2948 2115 117 1998 1417 581 1303 1133 1094 959 833 465 106 494 456 140 711 683 557 316 192 143 112 135 95 515 359 240 79 291
internal_count=2948 2115 117 1998 1417 581 1303 1133 1094 959 833 465 106 494 456 140 711 683 557 316 192 143 112 135 95 515 359 240 79 291
cat_boundaries=0 13 31 32 33 46 47 49 50 51 53
cat_threshold=131072 0 1141899264 524804 524322 134225984 0 268566528 65536 1024 40960 128 268435584 268435456 0 0 0 0 0 0 8192 0 134225920 0 256 16 0 67108864 0 0 128 17008640 386 0 0 0 524288 0 8192 0 268435456 0 1024 32768 128 268435584 68182016 320 32 32772 16853312 4 1024
is_linear=0
shrinkage=0.04


Tree=807
num_leaves=31
num_cat=10
split_feature=7 8 11 2 12 2 2 8 12 7 2 2 3 2 7 12 2 6 0 3 2 2 2 0 4 2 0 2 0 2
split_gain=0.754545 0.682385 0.735369 1.42855 0.779681 0.83566 0.569664 0.474307 0.571789 0.716401 0.635403 0.511154 0.384714 0.354011 0.539782 0.41538 0.390088 0.332012 0.598709 0.511223 0.4017 0.46992 0.374988 0.326547 0.324922 0.306515 0.279817 0.277839 0.250801 0.243112
threshold=0 1 2 46.500000000000007 3 13.500000000000002 8.5000000000000018 4 5 6 3.5000000000000004 29.500000000000004 1988.5000000000002 11.500000000000002 7 8 136.50000000000003 9 44.07500000000001 2018.5000000000002 23.500000000000004 71.500000000000014 3.5000000000000004 39.07500000000001 6050.0000000000009 194.50000000000003 23.500000000000004 24.500000000000004 40.675000000000004 10.500000000000002
decision_type=9 9 9 10 9 8 10 9 9 9 10 10 10 8 9 9 8 9 10 10 8 8 10 10 8 8 10 10 10 10
left_child=13 -2 3 -3 5 6 -4 11 10 12 -9 29 27 23 15 -15 -17 19 -19 20 22 -22 -11 26 -24 -7 -1 -10 -23 -6
right_child=1 2 4 -5 7 25 -8 8 9 17 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.9416141887665813e-06 -1.6342113514557126e-05 3.9890702880831992e-06 4.1180086874154519e-05 5.6583041053045901e-05 2.1941350040217303e-05 1.0495065745979536e-05 8.5979891176058131e-05 4.2121906202939284e-06 1.5869425961948551e-05 -1.021187379093464e-05 -1.8714825004099139e-05 8.0517770677855749e-05 0.00022214172910594118 -3.9189186194070762e-05 -4.2635633029494899e-05 1.5149602894291613e-06 0.00041891936075155332 -6.070623787728399e-05 5.0881724867454705e-05 4.5067938552712329e-05 -0.00031813097950382383 4.0533550141314888e-06 -1.5603973784270284e-05 1.3374909213205012e-05 4.2875434722328412e-05 -0.00063629862683673994 -0.00027115856521042281 -4.3239249029014495e-05 -0.00046212805771599314 -0.00040233143190468749
leaf_weight=80 113 82 84 39 38 188 49 75 35 42 318 55 46 253 229 210 25 268 36 34 94 101 33 86 171 56 32 30 30 29
leaf_count=80 113 82 84 39 38 188 49 75 35 42 318 55 46 253 229 210 25 268 36 34 94 101 33 86 171 56 32 30 30 29
internal_value=0.000106684 0.000532814 0.000713991 0.00360606 0.000500273 0.00209278 0.00468657 6.91553e-05 -0.000160122 0.00038668 -0.00141584 0.00234586 0.0032459 -0.000842334 -0.00126462 -0.000464931 0.000731706 -4.39034e-05 -0.00106667 0.000581394 0.000245762 -0.000973452 0.00136032 0.000643215 0.00206829 0.000751019 -0.000778762 0.00151515 0.000575757 0.00017647
internal_weight=2961 2046 1933 121 1812 377 133 1435 1313 920 393 122 111 915 717 488 235 809 304 505 471 225 246 198 204 244 112 65 131 67
internal_count=2961 2046 1933 121 1812 377 133 1435 1313 920 393 122 111 915 717 488 235 809 304 505 471 225 246 198 204 244 112 65 131 67
cat_boundaries=0 18 45 47 48 74 76 93 107 109 110
cat_threshold=268566529 268435472 604241920 524292 524322 66 0 268574720 65536 134217744 0 256 144 268435456 0 0 1073741824 256 1073741824 0 0 0 0 0 0 0 1 0 0 0 2048 0 268435456 0 0 0 33554432 8192 0 0 0 0 0 0 68 16384 2147484160 68240384 0 0 0 0 0 1 0 2147483648 0 32768 0 0 0 512 0 0 0 0 0 0 128 0 0 0 0 16384 16910656 2 0 1 8192 2048 0 0 0 0 2048 32 0 0 0 0 0 32 16 0 268435456 67108864 4 0 2 0 131072 65536 16 0 256 0 268435456 16868416 32 408
is_linear=0
shrinkage=0.04


Tree=808
num_leaves=31
num_cat=8
split_feature=7 7 12 2 8 12 4 2 2 2 12 2 2 2 12 2 4 2 2 1 2 2 2 2 2 2 2 4 15 2
split_gain=1.48965 0.827245 1.11391 0.731956 0.831231 0.658385 0.614879 0.569679 0.545241 0.782166 0.497442 0.897795 0.650972 0.448062 0.442768 0.710201 0.392879 0.290572 0.334949 0.268737 0.267175 0.379367 0.492215 0.245284 0.31178 0.263308 0.237768 0.24702 0.227084 0.211067
threshold=0 1 2 1.5000000000000002 3 4 1.0000000180025095e-35 482.50000000000006 21.500000000000004 14.500000000000002 5 15.500000000000002 44.500000000000007 54.500000000000007 6 79.500000000000014 345.00000000000006 5.5000000000000009 13.500000000000002 3.5000000000000004 7.5000000000000009 28.500000000000004 70.500000000000014 18.500000000000004 41.500000000000007 32.500000000000007 35.500000000000007 575.00000000000011 7 4.5000000000000009
decision_type=9 9 9 8 9 9 10 8 10 10 9 8 10 10 9 8 10 10 10 10 8 8 8 10 10 10 8 10 9 10
left_child=10 5 28 -4 7 -2 14 8 9 16 11 -1 -13 -10 17 -16 29 -6 -19 -17 -12 -22 -23 -20 25 -25 27 -8 -3 -5
right_child=1 2 3 4 6 -7 26 -9 13 -11 20 12 -14 -15 15 19 -18 18 23 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.1931891086148596e-05 4.6278772302268659e-05 -6.5886791182877974e-05 5.2456203455919755e-05 0.00021711070944236286 -0.00060690386702739216 -2.8978162309365773e-05 -0.00021929623420068774 0.00013722456252934897 -0.00028043348671108855 5.3080770267414047e-05 1.8862185077096342e-05 2.2047854479077304e-06 4.818172286533985e-05 9.4337740239271696e-06 2.2961238848352606e-06 3.2479324058422571e-05 -8.7015586087258332e-06 5.4613624586034694e-05 -7.010177220620615e-05 1.0393919636189448e-05 -2.8253227733188171e-06 1.7390984138452664e-05 -4.7964336565167233e-05 1.9539309508389506e-05 -2.416095087023786e-05 0.0005315135130563466 -7.2465921906981858e-05 7.2990727200448744e-06 -4.7211746543872223e-06 1.4100054736782075e-05
leaf_weight=27 101 101 32 26 78 659 39 33 33 33 32 51 29 45 313 59 33 49 27 80 56 31 28 46 91 25 59 44 590 58
leaf_count=27 101 101 32 26 78 659 39 33 33 33 32 51 29 45 313 59 33 49 27 80 56 31 28 46 91 25 59 44 590 58
internal_value=0.000250257 -3.60235e-05 0.000411548 0.00114333 0.000986347 -0.00114138 0.000390879 0.00292647 0.00230568 0.00370861 0.00310943 0.00518644 0.00345679 -0.000405064 0.000842652 0.00162419 0.00213559 -0.000318044 0.0003682 0.00402857 0.00134177 0.00051724 0.00273333 -0.000400001 0.000196318 0.00216667 -0.00201399 -0.000619049 -0.0008604 0.00357647
internal_weight=2908 2654 1894 1203 1171 760 910 261 228 150 254 107 80 78 768 452 117 316 238 139 147 115 59 189 162 71 142 83 691 84
internal_count=2908 2654 1894 1203 1171 760 910 261 228 150 254 107 80 78 768 452 117 316 238 139 147 115 59 189 162 71 142 83 691 84
cat_boundaries=0 17 35 36 66 67 69 70 71
cat_threshold=268451840 0 33554432 8320 0 134225920 0 536879104 0 134217744 0 0 16 0 0 0 1073746048 1 0 68165632 524292 524288 2048 131072 268435456 67584 0 32768 2097152 268435584 0 0 32 0 256 16976224 0 2056 0 0 2147483648 1 262144 0 0 0 0 4 0 512 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 4096 320 66 32 67167232 2156920832
is_linear=0
shrinkage=0.04


Tree=809
num_leaves=31
num_cat=12
split_feature=7 12 8 5 7 9 9 2 2 2 4 12 2 0 2 2 12 11 2 11 2 2 0 2 2 0 9 6 0 2
split_gain=1.79262 1.19506 0.732328 0.81138 0.748268 0.676004 0.545668 0.503859 0.414267 0.409109 0.383659 0.327745 0.325444 0.536006 0.424763 0.29108 0.343354 0.508745 0.518376 0.503024 0.353363 0.345998 0.288375 0.285699 0.28127 0.350253 0.234213 0.353984 0.427232 0.249781
threshold=0 1 2 2.5000000000000004 3 4 5 187.50000000000003 83.500000000000014 14.500000000000002 2960.0000000000005 6 83.500000000000014 38.20000000000001 129.50000000000003 80.500000000000014 7 8 59.500000000000007 9 14.500000000000002 23.500000000000004 35.850000000000009 23.500000000000004 18.500000000000004 39.07500000000001 10 11 42.960000000000008 21.500000000000004
decision_type=9 9 9 10 9 9 9 10 10 10 10 9 8 8 10 10 9 9 8 9 10 10 10 10 10 10 9 9 10 8
left_child=6 26 8 4 24 -6 11 10 9 -3 15 -1 -13 14 -14 16 17 18 21 -18 22 -7 -21 -22 -4 -26 29 -28 -29 -2
right_child=1 2 3 -5 5 7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 19 -19 -20 20 23 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-2.2622837213875979e-05 4.7646763941763531e-05 3.6790034653425622e-05 5.3451740131687695e-05 0.00016731143996709822 -2.0510814632228778e-05 4.3765840116247449e-05 -3.765729771363707e-05 2.2494114938392085e-05 -3.6487821436720641e-06 1.8111403626067641e-05 -6.8252117167476198e-05 -3.1803400323511259e-05 1.5257128905692793e-05 0.00023180380412154519 -0.00034241754843937147 -3.5383608010831938e-05 1.6429505041240825e-06 -3.6557065524317759e-05 3.7726171774303085e-05 1.6081594673416423e-05 -4.5813617384564785e-06 -0.00035214337397063183 0.00070688207724143941 4.2770362947546311e-05 -0.001070837413682742 7.4351805838839796e-06 -5.0102140936468621e-05 -7.0257927260145874e-06 0.00010537911135703599 -3.5270407432852459e-06
leaf_weight=223 73 89 50 41 157 171 309 32 39 86 41 312 50 30 26 44 107 155 25 33 35 55 38 43 35 40 134 373 35 44
leaf_count=223 73 89 50 41 157 171 309 32 39 86 41 312 50 30 26 44 107 155 25 33 35 55 38 43 35 40 134 373 35 44
internal_value=0.000170881 0.000855991 0.00154936 0.00110692 0.000900187 0.00048152 -0.0012487 0.000967088 0.00366222 0.00465909 0.000764705 -0.000558283 0.000111887 0.00201869 0.000207791 0.00098444 0.00119457 0.000422061 0.00151145 0.00230712 0.003775 0.000951541 0.00605555 0.00212658 0.00367647 0.00236842 -0.000531344 -0.00088246 -0.000267304 0.00103125
internal_weight=2925 1975 1316 1102 1061 936 950 779 214 175 747 641 418 106 76 706 662 406 251 256 149 226 71 78 125 75 659 542 408 117
internal_count=2925 1975 1316 1102 1061 936 950 779 214 175 747 641 418 106 76 706 662 406 251 256 149 226 71 78 125 75 659 542 408 117
cat_boundaries=0 18 20 49 66 68 70 71 72 75 76 78 79
cat_threshold=268435458 33 1610620928 2564 34 8256 0 268566528 67584 0 8224 2097344 128 0 0 0 0 384 16949536 2 0 12 0 0 0 1 0 0 0 0 0 131076 0 512 0 0 0 0 4096 0 0 0 0 0 0 16384 0 0 524288 0 128 67108864 0 0 0 0 0 0 8224 0 0 16 0 0 0 144 1 4100 0 18432 16917762 1117186 4 0 524288 16388 0 164 208
is_linear=0
shrinkage=0.04


Tree=810
num_leaves=31
num_cat=12
split_feature=7 7 8 12 6 7 2 3 3 0 7 0 3 2 3 2 2 2 12 9 2 2 9 11 2 12 2 2 2 0
split_gain=1.20125 0.788134 0.77876 0.531304 0.814487 0.680128 0.817065 0.775267 0.563641 0.549537 0.44794 0.403768 0.357319 0.355239 0.348882 0.467195 0.336544 0.321911 0.317778 0.325817 0.312611 0.45649 0.310573 0.570924 0.631639 0.518158 0.453948 0.313206 0.267346 0.25349
threshold=0 1 2 3 4 5 65.500000000000014 1996.5000000000002 2008.5000000000002 43.675000000000004 6 28.500000000000004 2020.5000000000002 16.500000000000004 2012.5000000000002 10.500000000000002 52.500000000000007 4.5000000000000009 7 8 31.500000000000004 28.500000000000004 9 10 57.500000000000007 11 23.500000000000004 2.5000000000000004 12.500000000000002 23.500000000000004
decision_type=9 9 9 9 9 9 8 10 8 10 9 10 8 10 10 10 8 10 9 9 10 8 9 9 10 9 10 8 10 10
left_child=10 16 11 8 5 13 14 -8 -4 17 -1 -3 -12 -5 18 -16 -2 -6 19 29 21 -10 -14 24 26 -25 -24 -27 -19 -7
right_child=1 2 3 4 9 6 7 -9 20 -11 12 -13 22 -15 15 -17 -18 28 -20 -21 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-3.7353623456338638e-05 4.3643789296366874e-05 4.5629434840390446e-06 -2.070992800270009e-05 -2.6308062644788258e-05 -0.00033898070362598816 -1.4772926557209914e-06 1.787313201982476e-05 5.4258759291143992e-05 3.2842190249995081e-07 3.9679559244874582e-05 -3.2069427040890931e-05 -1.1782183419880299e-05 -2.6386917704554961e-05 1.9886579526643081e-06 0.00025715353612761277 -0.00078051987449425113 -4.3144141529790246e-06 3.9865999440188113e-05 9.865982074948917e-05 -0.00034536737542608422 -6.3180520056299164e-06 8.3331009297485883e-05 1.6883550909248075e-05 -6.3812345622686983e-05 4.5448725047254144e-05 -0.00026879356742815402 -2.8093408538857126e-05 1.8349324614774429e-06 -2.6054590696355522e-05 4.0389526765843885e-05
leaf_weight=117 74 41 76 55 83 29 159 33 274 39 73 192 125 52 25 25 27 75 141 138 180 65 79 113 27 29 36 308 162 78
leaf_count=117 74 41 76 55 83 29 159 33 274 39 73 192 125 52 25 25 27 75 141 138 180 65 79 113 27 29 36 308 162 78
internal_value=8.18824e-05 0.000623401 0.000430418 0.000731764 0.00125249 0.00201072 0.00251643 0.00472539 -0.000231024 -0.000313514 -0.00111983 -0.00168853 -0.000749065 -0.000915255 0.00159268 0.00470588 0.00389286 -0.000872275 0.00117829 0.000234374 0.000238461 0.00095294 -0.000484681 -7.96029e-05 0.00203921 -0.000780912 0.000862068 3.44818e-05 -0.000117648 0.00179661
internal_weight=2930 2023 1922 1689 1094 735 628 192 595 359 907 233 790 107 436 50 101 320 386 245 519 339 717 592 142 450 115 337 237 107
internal_count=2930 2023 1922 1689 1094 735 628 192 595 359 907 233 790 107 436 50 101 320 386 245 519 339 717 592 142 450 115 337 237 107
cat_boundaries=0 18 35 62 64 65 76 89 91 93 95 96 98
cat_threshold=0 0 1048576 2623492 32 134225986 0 805437440 65536 32 32768 2097472 268435584 268435456 0 0 1073745920 128 268435456 16 0 0 0 0 33554432 8192 0 134225920 0 0 0 0 0 0 128 1073741840 1048580 0 0 0 0 0 0 0 0 0 0 2112 0 0 0 0 0 33554432 0 256 0 0 8 0 49152 4 17000704 2 394 3 0 1140850688 0 2 0 0 0 0 0 8224 0 0 0 2097152 0 66 0 0 0 0 32768 2097472 268435584 1048642 32 0 2048 1 12292 4 1344 32
is_linear=0
shrinkage=0.04


Tree=811
num_leaves=31
num_cat=9
split_feature=7 8 8 2 2 12 2 2 6 2 9 3 2 2 2 7 9 2 2 2 2 2 0 3 0 0 3 0 13 2
split_gain=1.48473 1.19934 0.839036 0.757994 0.758468 0.526228 0.59279 1.13097 0.470085 0.659476 0.593306 0.438128 0.852247 0.389576 0.560643 0.269897 0.331115 0.340456 0.268429 0.699247 0.306931 0.562675 0.416441 0.215447 0.214645 0.207651 0.245568 0.280104 0.218303 0.21893
threshold=0 1 2 24.500000000000004 14.500000000000002 3 44.500000000000007 57.500000000000007 4 155.00000000000003 5 2020.5000000000002 47.500000000000007 23.500000000000004 16.500000000000004 6 7 8.5000000000000018 78.500000000000014 90.500000000000014 455.00000000000006 187.50000000000003 36.400000000000006 2004.5000000000002 35.250000000000007 44.07500000000001 2016.5000000000002 36.900000000000006 8 26.500000000000004
decision_type=9 9 9 10 8 9 10 8 9 10 9 8 10 10 10 9 9 8 8 8 10 8 10 8 8 10 10 8 9 8
left_child=15 3 -3 4 -2 6 25 -8 9 11 24 12 -7 14 -13 -1 -17 -18 -12 -20 21 -21 -23 -9 -10 26 27 28 -4 -30
right_child=1 2 5 -5 -6 8 7 23 10 -11 18 13 -14 -15 -16 16 17 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.0104156431069328e-05 2.0731509938383409e-05 -1.9635779230864791e-05 -1.3129931659346226e-05 3.3163036341719042e-06 4.4864899967617054e-05 -1.7778025963468708e-05 0.00030602128676615381 -0.00027588928408108881 -3.3401427256207481e-07 -0.00047619576646815197 4.5179187488244708e-06 4.145508743758401e-05 4.1058800542602639e-05 2.2842033764643236e-06 4.3821632341410915e-05 4.0717054877316675e-06 3.778614760793843e-06 -3.1823403804338061e-05 3.1695986065076733e-05 -3.4142154113955395e-05 -1.3023516537794697e-05 -1.3076059164575669e-05 6.9346182468667396e-05 6.7029783483718575e-06 -0.00023172146052433701 2.0049096687718444e-05 8.4544814751629657e-05 -2.455842958230204e-05 5.9109862107851679e-05 -2.8170699048021115e-05
leaf_weight=112 35 106 122 47 25 85 42 34 25 27 562 202 26 76 42 128 64 371 30 36 29 25 30 170 79 42 42 235 62 44
leaf_count=112 35 106 122 47 25 85 42 34 25 27 562 202 26 76 42 128 64 371 30 36 29 25 30 170 79 42 42 235 62 44
internal_value=8.79557e-05 0.000576167 0.000360805 0.00450847 0.00786885 0.000544754 -0.000263683 0.00136032 0.00104591 0.00206396 0.000454654 0.00249074 0.000321428 0.00323987 0.00401633 -0.00154519 -0.00113589 -0.00165919 0.000874135 0.00238411 0.000991735 0.00213043 0.00464286 0.000117072 -0.00222609 -0.001 -0.0012253 -0.00149138 -0.000489084 0.000820512
internal_weight=2955 2280 2173 107 60 2067 793 246 1274 458 816 431 111 320 244 675 563 435 712 150 120 91 55 204 104 547 505 463 228 106
internal_count=2955 2280 2173 107 60 2067 793 246 1274 458 816 431 111 320 244 675 563 435 712 150 120 91 55 204 104 547 505 463 228 106
cat_boundaries=0 17 46 73 75 76 78 93 95 96
cat_threshold=2 268435456 537919488 524292 524320 134217794 33554432 268443648 33619968 32 32 192 144 0 67108864 0 4096 0 2048 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 4194304 0 0 0 0 0 524288 0 0 0 0 0 0 0 0 0 0 0 2048 2112 0 0 0 0 0 33554432 2048 0 0 0 0 0 32768 64 84017504 34 146 0 8244 0 268435456 1048576 0 524288 66 0 0 0 0 0 64 128 0 67108864 128 16532 2
is_linear=0
shrinkage=0.04


Tree=812
num_leaves=31
num_cat=6
split_feature=11 12 2 11 0 2 2 3 2 11 2 4 2 0 6 2 2 2 9 2 3 4 2 3 4 2 2 2 3 3
split_gain=1.09474 0.528073 0.863092 0.706554 0.947319 0.571593 0.386911 0.407474 0.382132 0.334589 0.863935 0.524721 0.658274 0.337854 0.409765 0.589387 0.371124 0.565247 0.415603 0.470851 0.452179 0.330726 0.330485 0.716706 0.439907 0.444321 0.623283 0.304495 0.363738 0.267775
threshold=0 1 29.500000000000004 2 14.500000000000002 31.500000000000004 669.50000000000011 1962.0000000000002 385.00000000000006 3 63.500000000000007 1009900000.0000001 24.500000000000004 38.20000000000001 4 5.5000000000000009 99.000000000000014 147.50000000000003 5 7.5000000000000009 2001.5000000000002 3990640000.0000005 7.5000000000000009 2012.5000000000002 850.00000000000011 13.500000000000002 20.500000000000004 25.500000000000004 2015.5000000000002 2015.5000000000002
decision_type=9 9 8 9 8 10 10 10 10 9 10 8 8 10 9 10 10 10 9 8 10 8 8 8 10 8 10 10 10 8
left_child=-1 2 21 -3 -5 -4 8 -8 9 10 11 -6 -13 14 15 -11 18 -18 19 -15 -21 -2 -20 -24 25 -25 -27 28 -22 -7
right_child=1 3 5 4 6 29 7 -9 -10 13 -12 12 -14 16 -16 -17 17 -19 22 20 27 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00016580614153909506 5.4511565527418073e-06 -1.4984610304327525e-05 3.9030932282108457e-05 0.00019640226399287878 -0.00037140296484363316 -9.3603596470943273e-06 -2.1521920937098622e-07 9.7725605002230758e-05 -8.3793416077381132e-06 6.4609367006645626e-06 0.00017296785476428745 6.5599593835130978e-05 2.3588294424248036e-06 2.7302312044467692e-05 -4.831192570960985e-05 -7.9002898478301796e-05 6.639660478836619e-05 1.6846644563303388e-06 -7.5478025112685343e-06 -1.5482637264646423e-05 0.00010692583619847041 -6.0912116265299575e-05 -3.9095971246629049e-06 0.0012619934983133249 -1.0598371168947649e-06 -2.115814736978287e-05 0.00090748092093723782 -7.8186412473742526e-07 1.1302525909033449e-05 3.4094066650424154e-06
leaf_weight=138 34 313 76 34 25 55 26 27 27 46 27 52 93 193 137 71 40 39 63 472 45 347 50 34 27 30 25 66 37 292
leaf_count=138 34 313 76 34 25 55 26 27 27 46 27 52 93 193 137 71 40 39 63 472 45 347 50 34 27 30 25 66 37 292
internal_value=0.00017539 0.000351101 -0.00051043 0.000698507 0.00102298 0.000726414 0.000890501 0.00422222 0.000777499 0.000859503 0.00236538 0.00140351 0.00232877 0.00062049 -0.000690197 0.00103125 0.00092335 0.00355 0.000720996 0.000276698 -0.00025765 -0.00189529 0.00218333 0.00320958 0.00492308 0.00626667 0.00392857 0.00166443 0.00327711 3.44818e-05
internal_weight=2941 2803 804 1999 1686 423 1652 53 1599 1572 197 170 145 1375 254 117 1121 79 1042 813 620 381 229 166 116 89 55 148 82 347
internal_count=2941 2803 804 1999 1686 423 1652 53 1599 1572 197 170 145 1375 254 117 1121 79 1042 813 620 381 229 166 116 89 55 148 82 347
cat_boundaries=0 3 4 5 8 9 11
cat_threshold=2147483648 1638944 4097 17983744 33 32768 0 524288 10 0 22548
is_linear=0
shrinkage=0.04


Tree=813
num_leaves=31
num_cat=15
split_feature=7 8 8 12 4 12 10 9 3 12 4 1 12 3 6 1 3 4 1 6 5 3 4 11 12 1 7 3 6 3
split_gain=1.60061 1.29568 0.914511 0.567562 0.601613 0.502052 0.487197 0.391802 0.354423 0.351605 0.379707 0.316415 0.286176 0.454936 0.469415 0.881349 0.641088 0.641407 0.401346 0.240051 0.373513 0.301587 0.210302 0.226132 0.366783 0.1994 0.199357 0.197062 0.193506 0.223115
threshold=0 1 2 3 5039060000.000001 4 5 6 2017.5000000000002 7 3425710000.0000005 4.5000000000000009 8 2018.5000000000002 9 5.5000000000000009 2007.5000000000002 40797.000000000007 4.5000000000000009 10 1.0000000180025095e-35 1977.5000000000002 2350.0000000000005 11 12 5.5000000000000009 13 1992.5000000000002 14 1996.5000000000002
decision_type=9 9 9 9 10 9 9 9 10 9 8 10 9 10 9 8 8 8 10 9 10 10 8 9 9 10 9 10 9 10
left_child=5 -2 9 8 6 19 7 27 28 10 -3 -11 18 14 15 16 -14 -18 -9 -1 21 -21 -16 26 -25 -20 -24 -5 -4 -30
right_child=1 2 3 4 -6 -7 -8 12 -10 11 -12 -13 13 -15 22 -17 17 -19 25 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-1.4346492094524395e-05 -2.3291541070919058e-05 -0.00076693387555632473 -1.7475838681341817e-05 -1.196132524634998e-06 2.8764469790795376e-06 -2.4487292609223209e-05 -1.8743627998864903e-05 2.8885530952559678e-05 0.00011074983700606741 -0.0021433035287181422 4.0181567260631927e-05 3.1578127383846379e-05 -5.8288189675749453e-05 -1.3038725290347983e-05 7.1923244417054015e-05 -0.00010179533834996767 -1.1927073488445336e-05 0.00035748105057424156 9.1643053823038592e-07 0.00040781621175622115 -2.2647492514843753e-05 3.9796662510923214e-06 8.0384051180572477e-07 2.2910583515869872e-05 -2.6903965586274633e-05 2.2789264435183164e-05 1.6127021500200607e-05 -3.2050076801346485e-05 9.6066336673819999e-06 -6.9386814916761543e-05
leaf_weight=209 211 25 296 105 30 324 131 27 25 26 88 131 36 54 50 61 30 125 72 27 39 35 134 113 218 26 127 29 108 31
leaf_count=209 211 25 296 105 30 324 131 27 25 26 88 131 36 54 50 61 30 125 72 27 39 35 134 113 218 26 127 29 108 31
internal_value=6.38577e-05 0.000553447 0.000857277 0.000526372 0.000934009 -0.00169923 0.000812546 0.00106075 -0.000679406 0.00298932 0.00474193 0.0015 0.00131734 0.00105109 0.00127821 0.00270722 0.00414583 0.00525641 0.00308823 -0.000498443 0.00103571 0.00304762 0.000661561 0.000458684 -0.000245615 0.00210101 0.00130882 -0.000937932 -0.000963304 0.000293332
internal_weight=2943 2309 2098 1828 1368 634 1338 1207 460 270 113 157 1073 948 894 252 191 155 125 310 101 62 642 592 331 98 261 134 435 139
internal_count=2943 2309 2098 1828 1368 634 1338 1207 460 270 113 157 1073 948 894 252 191 155 125 310 101 62 642 592 331 98 261 134 435 139
cat_boundaries=0 17 43 73 74 75 76 78 80 82 83 84 87 89 97 98
cat_threshold=3 0 536879104 2623492 32 134217792 0 268435456 67584 32 32768 2097408 128 268435456 0 32 1073741824 0 0 0 0 65536 0 0 2147483648 1 0 0 0 10240 0 0 0 0 0 0 2048 256 0 0 8 0 16384 268435456 2052 0 0 2147483648 1 0 0 0 0 0 133120 0 512 0 0 0 0 0 8192 0 0 4194304 0 0 0 0 0 524288 4096 16908640 1196386 288 0 16400 1090 32 68157440 2 146 142 32800 0 524288 66560 32 0 0 67108864 0 0 0 0 131072 282
is_linear=0
shrinkage=0.04


Tree=814
num_leaves=31
num_cat=11
split_feature=7 7 0 4 9 12 0 2 12 3 9 2 2 2 2 14 13 15 0 0 9 2 9 3 2 0 3 2 2 4
split_gain=1.37015 0.654585 0.59119 0.585901 0.52225 0.487156 0.451387 0.652974 0.521271 0.536812 0.498193 0.541001 0.430372 0.426827 0.403752 0.36992 0.402513 0.363639 0.346868 0.421971 0.321184 0.340278 0.323529 0.318292 0.298219 0.25981 0.286999 0.256544 0.227266 0.225712
threshold=0 1 42.710000000000008 101.00000000000001 2 3 42.710000000000008 33.500000000000007 4 1993.5000000000002 5 9.5000000000000018 1.5000000000000002 231.50000000000003 7.5000000000000009 6 7 8 18.500000000000004 38.20000000000001 9 298.50000000000006 10 2003.5000000000002 5.5000000000000009 39.07500000000001 2021.5000000000002 39.500000000000007 63.500000000000007 6670500000.000001
decision_type=9 9 10 10 9 9 10 8 9 8 9 8 10 10 10 9 9 9 10 10 9 10 9 10 10 10 8 10 10 8
left_child=4 2 3 18 5 -1 8 14 20 -10 11 24 -7 15 -8 16 23 -14 -2 -20 -3 22 -22 -13 -11 -18 -27 -17 -12 -9
right_child=1 6 -4 -5 -6 12 7 29 9 10 28 13 17 -15 -16 27 25 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.202273053261201e-05 0.00012281514672807611 -0.00012232428463637108 -2.6911870083028673e-06 6.5808189833994109e-05 -4.1637659876853525e-05 3.5051803790584947e-05 2.2241934550073304e-05 -4.4029844204960926e-06 0.00028461353094384636 -2.6415906304994e-06 -2.9800460113834026e-05 4.7570030168670635e-05 2.2011658956336694e-06 -1.6392488454569196e-05 -0.00077022058220571903 1.4903921525791091e-05 -5.3874740555877098e-05 -0.00028888544765710324 -1.0732309707129554e-05 1.1200258900149628e-05 -4.5688794180731256e-05 2.2828583818687051e-05 2.9074503785576148e-06 -9.464167129584626e-06 -0.00010293802449772952 -2.9014167639564638e-05 0.00014441100879200637 0.0005545853794573127 2.2288335391345143e-06 5.0424769177049578e-05
leaf_weight=338 26 109 49 32 242 39 63 25 28 94 237 111 214 34 79 74 77 100 56 81 311 25 111 42 62 38 89 27 34 78
leaf_count=338 26 109 49 32 242 39 63 25 28 94 237 111 214 34 79 74 77 100 56 81 311 25 111 42 62 38 89 27 34 78
internal_value=-0.000198224 0.000395406 0.0022902 0.00336735 -0.00145339 -0.0008604 0.000118248 0.00170732 -0.000140958 0.000430062 0.000265216 0.000861911 0.000186812 0.00152535 -5.5945e-05 0.00184749 0.00111956 -0.000304763 0.00236585 0.00153623 -0.00110053 -0.000585154 -0.000869977 0.00260976 -0.00117198 -7.44195e-05 0.00103125 0.00389286 -0.00114894 0.00411538
internal_weight=2925 1992 244 195 933 691 1748 245 1503 947 919 648 353 492 142 458 357 314 163 137 556 447 422 153 156 204 127 101 271 103
internal_count=2925 1992 244 195 933 691 1748 245 1503 947 919 648 353 492 142 458 357 314 163 137 556 447 422 153 156 204 127 101 271 103
cat_boundaries=0 18 35 37 39 41 43 44 45 46 48 50
cat_threshold=2 17 1610620928 0 524322 134225986 0 537001984 67584 134218784 0 384 0 268435456 0 32 0 256 268566528 268435584 0 128 0 0 0 268443648 0 8192 0 0 16 0 0 0 4224 1 18436 84116736 32 207872 34 0 14496 8192 4 69206016 0 24708 0 2048
is_linear=0
shrinkage=0.04


Tree=815
num_leaves=31
num_cat=16
split_feature=7 8 12 7 2 8 2 1 2 2 9 12 8 12 12 2 3 7 2 2 2 14 2 16 3 12 6 3 7 2
split_gain=1.25623 0.92116 0.827601 0.778709 0.74147 0.611546 0.526034 0.510459 0.44631 0.410123 0.35821 0.381723 0.348917 0.729839 0.342066 0.273055 0.257521 0.245434 0.348162 0.235109 0.223926 0.212368 0.308433 0.298496 0.269171 0.246288 0.21938 0.255289 0.196222 0.194841
threshold=0 1 2 3 26.500000000000004 4 100.50000000000001 5.5000000000000009 4.5000000000000009 23.500000000000004 5 6 7 8 9 13.500000000000002 2009.5000000000002 10 70.500000000000014 68.500000000000014 79.500000000000014 11 22.500000000000004 12 1991.5000000000002 13 14 2015.5000000000002 15 55.500000000000007
decision_type=9 9 9 9 8 9 8 8 10 10 9 9 9 9 9 10 8 9 10 8 10 9 8 1 10 9 9 10 9 10
left_child=2 4 6 12 -2 8 9 -6 -5 -1 11 15 13 19 16 -7 -12 -16 21 -3 -10 23 -23 25 -25 -19 -27 -28 -14 -13
right_child=1 3 -4 5 7 10 -8 -9 20 -11 14 29 28 -15 17 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=2.8999547297999033e-05 -6.7677011503316741e-06 1.0227154905842167e-05 3.4111207931656036e-06 2.6435983382778386e-05 5.1213163345495852e-06 -6.9179264140408042e-05 -0.0012439248720223783 1.9217595883493664e-05 -9.3300488155742518e-05 0.00018025566664211568 0.00014755877459791977 3.2797075487702445e-05 -8.5477587174345277e-06 -4.1636065302014372e-05 1.0752246911420036e-05 8.9901636220712857e-06 -5.441446626282157e-05 -4.8626796561703317e-07 -1.0574317102028389e-05 0.00021430985612013495 -2.8774531612635283e-07 -0.00037108908619539653 2.3380011822356303e-06 1.261896335640526e-06 -0.00061300214892329923 4.5059878569670489e-05 1.8536526708561762e-05 -5.5334595259063682e-05 -9.4833120055559615e-05 4.408487280346168e-05
leaf_weight=48 96 96 147 40 69 41 25 43 167 28 34 155 252 228 101 61 209 122 116 44 39 56 109 162 30 106 109 27 135 28
leaf_count=48 96 96 147 40 69 41 25 43 167 28 34 155 252 228 101 61 209 122 116 44 39 56 109 162 30 106 109 27 135 28
internal_value=-4.10492e-06 -0.000260612 0.00265637 -0.00047942 0.00222831 -4.64401e-06 0.00532143 0.00453097 -0.00180545 0.00748052 0.000308733 0.00155405 -0.00154047 -0.000612138 -3.35665e-06 -0.00042478 -0.00130709 0.000345626 0.00010849 0.0015894 -0.00262802 0.000437672 -0.000795455 0.000804232 -0.000455959 0.00149041 0.00218182 0.000925169 -0.00238191 0.00261856
internal_weight=2923 2675 248 2467 208 1712 101 112 246 76 1466 285 755 368 1181 102 243 938 837 140 206 721 165 556 192 364 242 136 387 183
internal_count=2923 2675 248 2467 208 1712 101 112 246 76 1466 285 755 368 1181 102 243 938 837 140 206 721 165 556 192 364 242 136 387 183
cat_boundaries=0 18 44 45 62 88 90 91 120 122 123 140 141 142 143 144 161
cat_threshold=268435456 268435472 1048576 512 2 134217728 0 8192 0 402661376 32 0 16 0 0 0 1073741824 128 268435456 2050 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 2147483776 0 0 8 0 268435456 230464 3 0 0 2097152 32 64 0 268566528 33622016 0 40960 2097472 268435456 268435456 0 0 4224 1073741840 1048576 4 0 2147483648 0 0 2147483648 1 0 0 4 0 0 0 0 0 0 4096 0 256 0 0 0 0 16384 1073741825 4256 8226 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 256 0 16777216 0 0 0 0 0 524288 67119106 32 67142912 0 128 0 2048 0 0 0 536870912 0 32 0 0 0 0 0 0 16 8208 2 16869376 392 2 0 0 2097152 0 0 0 0 67584 0 0 0 0 0 0 0 4224
is_linear=0
shrinkage=0.04


Tree=816
num_leaves=31
num_cat=13
split_feature=7 12 8 12 2 15 12 2 7 2 6 12 2 1 11 2 2 2 2 12 2 6 2 2 0 11 2 0 3 2
split_gain=1.4738 1.4308 0.67648 0.647605 0.46807 0.460862 0.623851 0.687657 0.503632 0.541754 0.645407 1.19518 1.24864 0.531014 0.463835 0.946059 0.428685 0.385922 0.440623 0.370415 0.332819 0.318778 0.361657 0.438216 0.312909 0.311797 0.332268 0.299904 0.227829 0.234709
threshold=0 1 2 3 19.500000000000004 4 5 27.500000000000004 6 10.500000000000002 7 8 8.5000000000000018 5.5000000000000009 9 55.500000000000007 14.500000000000002 21.500000000000004 10.500000000000002 10 6.5000000000000009 11 29.500000000000004 20.500000000000004 22.250000000000004 12 67.500000000000014 35.850000000000009 2001.5000000000002 15.500000000000002
decision_type=9 9 9 9 10 9 9 10 9 10 9 9 10 8 9 10 8 10 8 9 10 9 10 10 10 9 10 10 10 10
left_child=3 25 4 28 16 6 17 -8 24 10 11 20 13 -13 15 21 -3 18 -4 -16 -10 -11 23 -23 -7 26 -2 -12 29 -1
right_child=1 2 5 -5 -6 8 7 -9 9 14 27 12 -14 -15 19 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6423127174318706e-05 -2.2718171944707552e-05 5.5654759717601348e-05 1.7333154867625165e-05 -1.5021094555923967e-05 -6.3080169175157385e-08 -7.9214439635043662e-06 -0.00015154913935999442 8.772433705674737e-05 9.1073209905932481e-07 -2.5478208501356614e-05 -0.001844423969450097 2.4281670351316743e-05 0.00090094173695660776 3.5579883129921622e-05 -5.1424290904465136e-05 4.0388010966555545e-05 4.3102934774031003e-05 2.2508348551022712e-05 0.00026940644778938693 -7.5856676181057014e-07 -0.00011760865504156346 1.3169154582442999e-05 -3.9893593164609694e-05 0.00051337900830309617 -3.7066481486466637e-05 -1.0951067722340516e-05 3.5495273112630112e-05 4.5086482325012969e-06 -0.00011990642713106309 0.00017165575105788897
leaf_weight=70 94 49 32 428 31 130 84 51 83 131 30 98 25 65 123 122 29 64 27 237 33 129 59 32 81 245 33 153 36 102
leaf_count=70 94 49 32 428 31 130 84 51 83 131 30 98 25 65 123 122 29 64 27 237 33 129 59 32 81 245 33 153 36 102
internal_value=-0.000145856 0.000333186 0.000779465 -0.00182999 0.0037 0.000579999 0.00211152 0.000136985 0.000308689 0.000601051 0.00166393 0.00274286 0.00466332 0.00358536 -1.43894e-05 0.000801652 0.00567089 0.00408955 0.00673333 -0.00107817 -0.000503938 -0.000238637 0.00069264 0.0017037 -0.00145946 -0.00190078 -0.000202899 -0.000268042 3.65288e-05 0.000647398
internal_weight=2906 2270 1898 636 109 1789 258 135 1531 1320 487 304 188 163 833 473 78 123 59 360 116 351 220 161 211 372 127 183 208 172
internal_count=2906 2270 1898 636 109 1789 258 135 1531 1320 487 304 188 163 833 473 78 123 59 360 116 351 220 161 211 372 127 183 208 172
cat_boundaries=0 17 18 48 49 50 52 70 71 72 74 76 77 79
cat_threshold=131072 1 1611669504 2632196 32 134225920 0 536879104 33619968 134217728 8224 256 128 0 0 0 128 16910592 268435456 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 8192 0 0 0 0 0 268468224 0 0 0 12288 1198432 2282225664 58368 32 0 0 0 0 2 0 0 131072 0 0 0 0 0 0 0 0 4096 384 394 1138752 49156 2147483648 99360 2 148 16416 1024
is_linear=0
shrinkage=0.04


Tree=817
num_leaves=31
num_cat=13
split_feature=7 8 7 0 7 8 6 11 1 4 15 9 3 7 4 9 3 4 17 5 3 3 0 1 0 0 3 7 4 3
split_gain=1.52591 0.823738 0.476746 0.528263 0.474185 0.460798 0.444318 0.399805 0.393475 0.349538 0.338236 0.336913 0.349439 0.25871 0.249991 0.317065 0.249563 0.233017 0.209407 0.222276 0.217637 0.202252 0.199129 0.18026 0.161093 0.394846 0.151573 0.143371 0.262524 0.129119
threshold=0 1 2 35.850000000000009 3 4 5 6 2.5000000000000004 73462200.000000015 7 8 2010.5000000000002 9 141.00000000000003 10 2004.5000000000002 2025703500.0000002 11 2.5000000000000004 2004.5000000000002 2009.5000000000002 39.07500000000001 4.5000000000000009 18.500000000000004 27.250000000000004 2018.5000000000002 12 2350.0000000000005 1980.5000000000002
decision_type=9 9 9 10 9 9 9 9 10 10 9 9 8 9 10 9 10 8 9 8 10 10 10 10 10 10 8 9 8 10
left_child=13 18 3 -3 29 9 8 10 -7 22 26 12 -12 -1 15 16 -10 -15 19 -2 -20 23 -4 -19 -25 -26 -8 -13 -29 -5
right_child=1 2 5 4 -6 6 7 -9 14 -11 11 27 -14 17 -16 -17 -18 21 20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-3.3965831754421899e-05 7.0150434436035871e-06 6.8130208683671499e-05 -5.3608592235557372e-06 -5.5089537972981701e-05 4.0587330723128194e-05 0.00095346272114752502 -1.4080962620291976e-06 -1.4915105633115848e-05 3.1438301812193544e-06 -5.4584388254746839e-07 6.3326799638072874e-06 2.3784131340516948e-06 9.1445609593489998e-07 -4.4995299870869671e-05 -6.2070937572583786e-05 3.2365531643728321e-05 -7.7676414779365713e-05 -0.00019159798479241472 -3.1965640989595674e-05 -1.5286515673052239e-05 3.2927409261384042e-06 -1.8988585051402881e-05 4.2508534310342492e-05 -2.0210104660219379e-05 0.0011522361004883421 -6.8413390293223918e-06 1.8071773435225032e-05 1.3819161792760012e-05 -2.4926953108674309e-05 4.019090483109316e-06
leaf_weight=108 61 46 35 66 111 38 25 305 131 95 28 106 85 50 28 103 46 62 211 64 43 35 130 63 34 184 133 37 434 37
leaf_count=108 61 46 35 66 111 38 25 305 131 95 28 106 85 50 28 103 46 62 211 64 43 35 130 63 34 184 133 37 434 37
internal_value=3.54335e-05 0.000468243 0.000790147 0.00236162 0.0016 0.000544632 0.000267549 -0.000113403 0.0015014 0.00206642 0.000335273 -5.70623e-05 0.00183871 -0.00187203 0.00106149 0.00142349 0.000276595 -0.00134852 -0.00122051 0.000147058 -0.0018717 -0.0010343 0.00325301 -0.000732559 -0.000297873 0.000219177 0.00194083 -0.000455783 -0.000755188 -0.000456141
internal_weight=2934 2398 2019 260 214 1759 1499 1153 346 260 848 690 113 536 308 280 177 428 379 125 254 378 165 343 281 218 158 577 471 103
internal_count=2934 2398 2019 260 214 1759 1499 1153 346 260 848 690 113 536 308 280 177 428 379 125 254 378 165 343 281 218 158 577 471 103
cat_boundaries=0 18 48 65 82 111 112 114 115 117 130 132 133 140
cat_threshold=0 0 536879104 2621444 32 134225984 0 805306368 33619968 134217728 32768 320 128 0 0 0 16 128 0 4 4 134217728 65536 0 262144 0 0 0 0 0 2112 1048576 0 0 0 0 33554432 2048 256 524288 0 0 0 1073774592 64 0 0 8192 0 0 34603008 0 0 0 0 8192 2048 8240 0 0 16 0 67108864 0 1073746048 0 0 0 0 0 0 0 0 2048 32 0 0 0 0 0 0 4096 0 2048 0 0 2147483648 1 0 0 0 0 0 2048 0 512 0 4096 0 0 4096 0 0 0 4194304 0 0 0 0 0 524288 130 36 1536 2147483648 1 16528 0 0 0 2097152 0 134225920 0 268435456 0 0 32768 256 128 0 18576 25 131072 0 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=818
num_leaves=31
num_cat=12
split_feature=7 8 10 3 8 8 4 3 6 0 3 17 3 0 0 8 3 4 3 6 15 3 0 5 4 3 13 18 0 0
split_gain=1.09076 0.896081 0.455714 0.748259 0.456966 0.340814 0.307084 0.439147 0.297833 0.437464 0.390356 0.372117 0.458712 0.407164 0.296512 0.340819 0.273652 0.26109 0.251931 0.20099 0.226153 0.193632 0.324918 0.178104 0.167791 0.167733 0.150399 0.156143 0.14016 0.133079
threshold=0 1 2 2014.5000000000002 3 4 25235975000.000004 2000.5000000000002 5 47.750000000000007 2007.5000000000002 6 2000.5000000000002 42.960000000000008 30.500000000000004 7 2012.5000000000002 13818465000.000002 2003.5000000000002 8 9 2003.5000000000002 18.500000000000004 1.5000000000000002 984745000.00000012 2011.5000000000002 10 11 31.500000000000004 42.710000000000008
decision_type=9 9 9 8 9 9 8 10 9 10 10 9 8 10 10 9 10 8 10 9 9 10 10 10 8 8 9 9 10 10
left_child=5 14 3 -3 -4 -1 -7 19 9 10 11 24 -13 17 -2 23 21 -14 26 20 -8 22 -10 25 -6 -16 -19 -28 -22 -5
right_child=1 2 4 29 8 6 7 -9 16 -11 -12 12 13 -15 15 -17 -18 18 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.2557647747866174e-05 4.2304974648202833e-06 2.7069125590679652e-05 2.3613837554294463e-05 -0.00024618797932077582 -3.2254296474150771e-05 -9.9391462487116029e-06 7.0709680207184925e-06 -2.5430498885518914e-05 -0.0018055483897266745 3.2047030507834763e-05 -3.5862630229693258e-05 -0.00013783151214513163 2.4548845627295088e-05 4.2143893344422925e-05 -9.7610568993998614e-05 -3.7248289893890387e-05 7.3010558938508481e-05 2.3603461023324675e-06 4.1915243034633814e-05 2.1582655920327019e-05 -8.3152038266121055e-06 -2.3000392989685854e-05 3.2014538807328958e-06 -9.9280788872807869e-05 1.0215931079946221e-06 8.8175051834101398e-06 5.7529243523000375e-06 4.8749796475749127e-05 -1.643478291045307e-05 -2.0189306016504817e-06
leaf_weight=103 72 25 119 119 37 125 104 75 30 37 99 42 50 29 27 142 83 304 30 187 261 54 364 37 72 94 35 82 69 53
leaf_count=103 72 25 119 119 37 125 104 75 30 37 99 42 50 29 27 142 83 304 30 187 261 54 364 37 72 94 35 82 69 53
internal_value=-4.05278e-05 0.000476794 0.000874029 -0.000903847 0.00111773 -0.00117219 -0.000870193 -0.000550934 0.000888888 0.00136715 0.00117798 0.00151906 0.00190737 0.00225989 -0.00127415 -0.00186047 0.00014022 0.00198406 0.00167257 -0.000199358 -0.000665169 -0.000249444 6.07585e-05 -0.000426036 -0.000633334 0.000295081 0.00141232 0.00259375 -0.00117302 -0.00189595
internal_weight=2960 2036 1664 197 1467 924 821 696 1348 817 780 681 572 530 372 300 531 501 451 621 434 448 394 158 109 121 421 117 330 172
internal_count=2960 2036 1664 197 1467 924 821 696 1348 817 780 681 572 530 372 300 531 501 451 621 434 448 394 158 109 121 421 117 330 172
cat_boundaries=0 17 44 45 71 94 95 96 117 118 119 120 121
cat_threshold=131072 16 1611669504 2621440 524320 134225986 0 268566528 33619968 0 40992 384 128 268435456 0 32 4224 1342177296 4 4 0 2147483648 0 262144 0 0 0 0 0 0 0 0 0 0 0 33554432 2048 384 0 0 8 0 1073741824 64 17 0 2056 0 0 0 0 0 0 0 0 0 133120 8192 0 0 0 0 0 0 0 0 0 0 0 0 32768 0 8 0 134217728 0 0 0 0 0 0 0 4 10240 0 0 0 0 0 0 0 0 0 4194304 156 12 268435456 0 4 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 256 12 2281701376 6 4
is_linear=0
shrinkage=0.04


Tree=819
num_leaves=31
num_cat=7
split_feature=7 7 12 2 3 4 2 5 2 4 8 2 14 2 0 2 2 12 2 2 2 12 4 2 3 1 3 0 2 2
split_gain=1.20715 0.922341 0.850124 0.428901 0.369891 0.35701 0.365937 0.495881 0.564642 0.468138 0.350015 0.412919 0.479042 0.395442 0.34966 0.34171 0.331156 0.330135 0.431498 0.514401 0.314693 0.356324 0.360053 0.311177 0.294045 0.293936 0.642134 0.390183 0.277933 0.250786
threshold=0 1 2 129.50000000000003 1994.5000000000002 215.00000000000003 44.500000000000007 2.5000000000000004 106.50000000000001 38266465000.000008 3 595.00000000000011 4 22.500000000000004 35.600000000000009 1.5000000000000002 26.500000000000004 5 21.500000000000004 79.500000000000014 67.500000000000014 6 21354125000.000004 129.50000000000003 2015.5000000000002 5.5000000000000009 2005.5000000000002 40.250000000000007 14.500000000000002 49.500000000000007
decision_type=9 9 9 10 10 8 8 8 10 8 9 10 9 8 10 8 10 9 10 10 8 9 8 10 8 8 8 10 10 10
left_child=4 3 5 20 -1 -3 16 -8 9 -9 13 12 29 -4 -5 -14 24 18 -17 -20 21 22 -2 -21 28 26 -11 -28 -7 -12
right_child=1 2 10 14 -6 6 7 8 -10 25 11 -13 15 -15 -16 17 -18 -19 19 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.70886283118241e-05 -2.3172501217771926e-06 2.4403334474375097e-05 -0.00045890071087237083 -9.6902942227297434e-05 2.3189621918032052e-05 -8.9223092421777287e-07 4.3064769798738825e-05 -0.00021258228243092785 -4.6482023134551308e-05 2.4066065352812866e-05 8.4464998651333486e-05 8.6860356253069395e-05 4.2843575725055103e-05 7.2045194757892848e-07 0.00030964490729176286 2.8030180290114615e-05 -5.470079929532497e-05 -5.30384917749886e-06 -4.9473011800015655e-05 8.822733511056749e-06 -0.0001302302039158616 -1.4996101009700687e-05 2.6996701191908377e-06 -8.7780619745757615e-06 -2.9683395692364864e-05 7.2946987049846374e-05 -3.8521729020903855e-06 7.0199544638920072e-06 0.00040000312001334915 2.5327444037650085e-07
leaf_weight=86 54 46 45 36 25 47 30 29 96 33 73 27 31 75 48 186 129 370 139 26 146 188 217 27 469 61 116 25 34 32
leaf_count=86 54 46 45 36 25 47 30 29 96 33 73 27 31 75 48 186 129 370 139 26 146 188 217 27 469 61 116 25 34 32
internal_value=5.4283e-06 -0.000161631 0.000248492 -0.00142286 0.00390164 -0.000515099 -0.00066916 0.000306904 -0.000110804 0.000845282 0.00107102 0.00134056 0.00120226 -0.000916031 0.00122353 0.000815189 -0.00122941 0.000651534 0.00146015 0.000165802 -0.00181518 -0.00129565 -0.000297873 0.00348148 -0.000798549 0.00144068 0.000594285 -0.00059155 0.00141463 0.00362069
internal_weight=2946 2835 2146 689 111 1115 1069 390 360 264 1031 911 884 120 84 779 679 748 378 192 605 459 271 53 550 235 174 141 81 105
internal_count=2946 2835 2146 689 111 1115 1069 390 360 264 1031 911 884 120 84 779 679 748 378 192 605 459 271 53 550 235 174 141 81 105
cat_boundaries=0 18 35 36 57 58 60 61
cat_threshold=0 0 33554432 0 524290 0 0 0 0 0 0 0 67108880 0 67108864 0 0 768 0 0 536870912 2099204 32 8256 0 268435456 33622016 134217760 8192 2097408 128 0 0 32 1073746048 84025698 0 0 0 0 0 0 0 2147483648 0 0 0 0 10240 0 0 4096 0 0 0 0 256 145 66560 34 68386882
is_linear=0
shrinkage=0.04


Tree=820
num_leaves=31
num_cat=14
split_feature=8 12 2 8 12 13 2 11 13 0 2 0 15 13 12 2 6 2 2 2 0 2 0 6 12 2 2 12 2 2
split_gain=1.16171 0.670776 0.932886 0.63567 0.331539 0.408731 0.337362 0.327721 0.330018 0.494031 0.389274 0.275806 0.271293 0.452197 0.57135 0.937876 0.664099 0.434229 0.382568 0.378349 0.247673 0.624532 0.230404 0.283273 0.415041 0.553984 0.423045 0.283087 0.223803 0.219557
threshold=0 1 63.500000000000007 2 3 4 542.50000000000011 5 6 26.500000000000004 22.500000000000004 43.175000000000004 7 8 9 29.500000000000004 10 14.500000000000002 119.00000000000001 8.5000000000000018 40.250000000000007 9.5000000000000018 14.500000000000002 11 12 35.500000000000007 46.500000000000007 13 101.50000000000001 15.500000000000002
decision_type=9 9 10 9 9 9 8 9 9 8 10 10 9 9 9 10 9 8 10 10 10 8 10 9 9 8 10 9 10 10
left_child=1 -1 11 -2 5 -5 -7 -6 9 10 -9 -3 22 29 15 19 17 -16 -19 -15 -18 -22 -10 27 26 -26 -25 -24 -27 -14
right_child=3 2 -4 4 7 6 -8 8 12 -11 -12 -13 13 14 16 -17 20 18 -20 -21 21 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=-2.0186877641836924e-05 -9.2432729915767143e-06 1.8904166573373158e-05 4.0282652918606779e-05 -3.4421955699708419e-05 -5.9412278123486169e-05 -3.1650511594831662e-06 3.8431400639177309e-05 0.00015373121310503559 -0.00022187220337426504 6.2130320036652127e-07 5.4307561957631803e-05 -4.4308319251518318e-07 2.1994571951660664e-06 2.5015478470882323e-05 0.00022865855729938878 0.00053123237934864936 -3.9839633401545931e-05 2.6852694006259859e-07 6.3649832105066306e-06 -2.2245601169146313e-06 0.0013792513010415059 -8.0196154868299678e-05 -4.7105066117821549e-06 1.5212195969828094e-05 5.9180882983433155e-05 -0.00046948060019176552 4.2016553828186158e-05 -0.00040684942086017628 -1.2687152312778163e-07 -2.0318427084525657e-05
leaf_weight=103 377 195 45 269 116 161 28 25 28 104 50 56 38 49 57 27 95 128 25 32 25 48 256 77 149 98 29 109 35 97
leaf_count=103 377 195 45 269 116 161 28 25 28 104 50 56 38 49 57 27 95 128 25 32 25 48 256 77 149 98 29 109 35 97
internal_value=-1.50078e-05 0.00196097 0.00291857 -0.000333465 -6.46362e-05 -0.0010064 0.000419999 0.000194378 0.000349245 0.00191579 0.00447368 0.00204762 0.00013588 0.000753164 0.00131992 0.00376471 0.000534703 0.00199095 0.000961038 0.00190244 -0.00129609 0.000378377 -0.000358587 -0.000228118 0.000521302 -0.000300342 0.00252991 -0.00101064 -0.00217911 -0.00123288
internal_weight=2931 399 296 2532 2155 458 189 1697 1581 179 75 251 1402 621 486 108 378 210 153 81 168 73 781 753 388 282 106 365 133 135
internal_count=2931 399 296 2532 2155 458 189 1697 1581 179 75 251 1402 621 486 108 378 210 153 81 168 73 781 753 388 282 106 365 133 135
cat_boundaries=0 30 32 58 60 61 63 64 65 66 67 68 69 70 71
cat_threshold=0 2050 4 0 1073750016 0 0 0 0 32768 0 131072 0 1536 268435456 0 0 0 0 8192 128 0 0 0 0 32768 0 0 0 4096 67176480 32 1073741840 1048576 0 0 2147483648 0 0 0 1 0 0 4 8192 0 0 0 0 0 33554432 2048 2147483904 0 0 8 0 1073758208 8512 2 10 16384 1024 8 69206016 4 68224000 266 326 133122 16876546
is_linear=0
shrinkage=0.04


Tree=821
num_leaves=31
num_cat=10
split_feature=8 7 2 2 8 8 2 6 2 11 2 15 13 2 17 2 2 1 2 3 2 2 2 2 2 2 2 2 7 2
split_gain=1.20627 0.875172 0.483624 0.480982 0.366095 0.364028 0.329125 0.29307 0.289875 0.273033 0.353358 0.264391 0.281844 0.298096 0.296763 0.29391 0.271914 0.266654 0.264838 0.574172 0.23491 0.217095 0.536566 0.209749 0.280429 0.197164 0.267265 0.189956 0.241184 0.186351
threshold=0 1 17.500000000000004 25.500000000000004 2 3 81.500000000000014 4 64.500000000000014 5 47.500000000000007 6 7 122.50000000000001 8 60.500000000000007 84.500000000000014 5.5000000000000009 74.500000000000014 2024.5000000000002 3.5000000000000004 42.500000000000007 37.500000000000007 38.500000000000007 5.5000000000000009 2.5000000000000004 9.5000000000000018 11.500000000000002 9 31.500000000000004
decision_type=9 9 8 8 9 9 8 9 8 9 8 9 9 10 9 8 10 8 8 8 10 10 10 10 10 10 10 10 9 10
left_child=2 27 20 -4 6 -5 -3 8 -6 10 -9 18 13 15 17 21 -17 -14 19 -11 -1 22 25 24 -21 -13 -27 -2 -29 -16
right_child=1 4 3 5 7 -7 -8 9 -10 11 -12 12 14 -15 29 16 -18 -19 -20 23 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.39877549300502e-05 -1.2652223886914543e-05 -2.2455887660157341e-05 1.545594931650847e-05 8.9402395498269343e-07 -4.1239001199099979e-05 1.9684703206748084e-05 8.5171260070726942e-06 -1.8845974895533251e-06 3.8267750130012217e-06 0.0029202210276931362 5.7658761717134222e-05 -0.0010955448238339027 -2.7332297359950276e-07 -5.2178091092238957e-05 -2.2458553298235385e-05 0.00011000821858196115 4.0289022783991741e-06 7.0026896180160514e-05 -8.5488423587044586e-06 6.4465081691852947e-06 -5.4061560161536828e-06 -7.1793827910988667e-06 0.00075596552116110715 0.00017199361880894178 -6.0957628112741309e-05 6.8969227010454647e-05 -3.6794609663989309e-07 -2.0566450892497925e-06 -3.0873586596525681e-05 -6.9291082214744342e-05
leaf_weight=35 172 188 37 150 127 210 33 82 35 33 56 31 77 36 375 37 41 27 25 35 151 56 27 44 67 63 183 203 138 200
leaf_count=35 172 188 37 150 127 210 33 82 35 33 56 31 77 36 375 37 41 27 25 35 151 56 27 44 67 63 183 203 138 200
internal_value=-8.60514e-05 -0.000484597 0.00152862 0.00234171 -8.04668e-05 0.00188366 -0.00156897 0.000127097 -0.00143353 0.000305444 0.00193289 0.00012573 -0.000113403 0.000626803 -0.000631885 0.000929384 0.00313924 0.00125217 0.00141395 0.00202222 -0.000128343 0.000443212 0.000865573 0.000925169 -7.76708e-05 0.000330934 0.00071255 -0.0019313 -0.00141521 -0.000989762
internal_weight=2974 2391 583 397 1878 360 221 1657 162 1495 138 1357 1153 474 679 438 78 104 204 179 186 360 304 146 102 277 246 513 341 575
internal_count=2974 2391 583 397 1878 360 221 1657 162 1495 138 1357 1153 474 679 438 78 104 204 179 186 360 304 146 102 277 246 513 341 575
cat_boundaries=0 30 47 76 99 100 103 104 105 106 123
cat_threshold=1342177280 2048 4 0 1073741824 0 0 2147483648 0 32768 0 2048 2048 1050112 0 4096 0 0 0 8192 0 0 4194304 0 0 49152 0 0 0 12288 2 0 537919488 2097668 0 134225920 0 268435456 33622016 32 32768 0 0 0 0 32 1073746048 16 8 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 2048 256 0 0 8 0 0 0 0 524288 1073741824 0 0 0 0 0 0 0 0 0 0 0 2048 1048576 0 4096 0 0 0 0 0 0 4194304 80 49152 0 524288 2148007936 12 12 2 0 0 2097152 0 0 0 0 67584 32 0 0 0 0 0 0 1073741824
is_linear=0
shrinkage=0.04


Tree=822
num_leaves=31
num_cat=19
split_feature=7 8 9 8 12 13 11 12 7 3 5 11 3 3 3 3 7 17 9 3 13 3 12 3 1 7 12 3 16 16
split_gain=1.17527 1.06049 0.874285 0.651848 0.683091 0.615096 0.528532 0.536905 0.458995 0.338107 0.259277 0.344336 0.272653 0.253706 0.233823 0.264892 0.215117 0.231446 0.286262 0.575765 0.264075 0.209083 0.144863 0.144447 0.135052 0.168877 0.240366 0.270756 0.125626 0.108917
threshold=0 1 2 3 4 5 6 7 8 2000.5000000000002 1.5000000000000002 9 2001.5000000000002 2020.5000000000002 2023.5000000000002 2015.5000000000002 10 11 12 1975.5000000000002 13 2005.5000000000002 14 2017.5000000000002 3.5000000000000004 15 16 1999.5000000000002 17 18
decision_type=9 9 9 9 9 9 9 9 9 10 10 9 10 8 8 10 9 9 9 10 9 10 9 8 10 9 9 10 1 1
left_child=24 2 -2 -3 8 -4 7 -6 13 -7 11 14 -13 -5 15 -10 28 -18 20 -20 21 22 -19 -9 -1 26 -26 -28 -8 -16
right_child=1 3 5 4 6 9 16 23 10 -11 -12 12 -14 -15 29 -17 17 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-9.3143858503173068e-07 -2.9959507324689636e-05 -4.5167512903023692e-05 1.1173202705876599e-06 3.5782251974759509e-05 -1.8061773586816135e-06 2.9392895035681995e-05 -2.5224692558394548e-05 9.6709106465757494e-06 3.2174332201678507e-06 2.5312074339789584e-05 4.262303778286727e-05 -2.2528992930992339e-05 4.0132405667630352e-06 2.4782928260461208e-05 4.1804933600453031e-05 -0.00051976479778485535 -1.1643325616652882e-05 9.1988597540816699e-07 -2.6621827110538078e-07 0.00050436007319164483 1.9149408116321912e-05 -0.00015991682295029357 -7.4531120102554484e-05 4.6326380765221046e-05 -3.5734725291673061e-05 -5.379267035919791e-05 1.0016888216263337e-06 -0.0001292226804307061 -3.074040637434856e-05 5.1788763781562871e-06
leaf_weight=71 129 109 121 25 108 196 52 26 69 25 30 133 25 76 125 29 159 115 109 38 138 72 164 79 106 167 105 27 231 88
leaf_count=71 129 109 121 25 108 196 52 26 69 25 30 133 25 76 125 29 159 115 109 38 138 72 164 79 106 167 105 27 231 88
internal_value=-0.000389418 -3.38446e-05 0.00165145 -0.000437594 -0.00025447 0.00269688 -0.000771122 0.00101786 0.000851063 0.00394827 0.000321568 9.36161e-05 -0.00137278 0.00317857 0.000857142 -0.000727274 -0.00113131 -0.000769232 -0.000408038 0.00108861 -0.000872001 -0.00144751 -0.000985715 0.00293103 -0.00218481 -0.00251232 -0.0015743 -0.000335665 -0.00208163 0.00162617
internal_weight=2947 2471 471 2000 1891 342 1291 213 600 221 499 469 158 101 311 98 1078 795 636 147 489 351 279 105 476 405 238 132 283 213
internal_count=2947 2471 471 2000 1891 342 1291 213 600 221 499 469 158 101 311 98 1078 795 636 147 489 351 279 105 476 405 238 132 283 213
cat_boundaries=0 16 46 48 77 79 80 83 85 92 93 110 111 113 114 115 131 133 134 135
cat_threshold=131073 0 536879104 2623488 32 2112 33554432 0 33619968 268435488 8192 256 128 268435456 0 32 1342177280 2 4 0 0 1 262144 0 0 32768 0 133120 2048 512 0 4096 0 0 0 8192 0 0 0 8 0 49152 0 0 0 8192 128 12288 0 2048 0 134217728 65536 0 0 0 1 0 0 0 0 1048576 0 0 0 0 33554432 0 0 0 0 0 0 1073741824 0 0 524288 67128322 2 2 49152 1536 524288 17834240 32 2 128 0 4 0 0 131072 36 0 128 0 4 0 134217728 0 131072 0 0 32768 0 0 0 0 0 1073741824 10 0 2196 6 17866784 0 0 536870912 2048 32 0 0 0 65536 32 0 256 0 0 0 32 67223552 32 2 2
is_linear=0
shrinkage=0.04


Tree=823
num_leaves=31
num_cat=9
split_feature=8 7 12 2 7 12 2 2 9 17 1 2 2 7 9 2 2 2 2 2 2 2 2 2 2 2 2 0 2 2
split_gain=1.81048 0.963539 0.798683 0.669975 0.403494 0.365423 0.562458 0.403273 0.472149 0.35964 0.438901 0.364949 0.346818 0.318071 0.315331 0.380308 0.294181 0.402411 0.293041 0.288524 0.389707 0.272289 0.331448 0.260234 0.241624 0.299885 0.236792 0.2219 0.219571 0.346833
threshold=0 1 2 63.500000000000007 3 4 100.50000000000001 68.500000000000014 5 6 5.5000000000000009 6.5000000000000009 129.50000000000003 7 8 10.500000000000002 44.500000000000007 151.50000000000003 535.00000000000011 86.500000000000014 129.50000000000003 15.500000000000002 12.500000000000002 10.500000000000002 10.500000000000002 2.5000000000000004 39.500000000000007 40.675000000000004 510.50000000000006 60.500000000000007
decision_type=9 9 9 10 9 9 10 8 9 9 10 10 10 9 9 8 8 8 10 10 10 10 10 8 10 10 10 10 8 10
left_child=3 2 16 9 -3 7 13 8 24 10 -1 27 -8 -7 15 -15 21 -18 -14 -5 -21 22 -2 -10 25 -6 -26 -11 29 -4
right_child=1 4 28 19 5 6 12 -9 23 11 -12 -13 18 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.7965469897638714e-06 -0.00049950116002518208 -1.407260559118597e-05 2.8198492617838987e-05 3.3119175276764869e-05 1.1668108900059081e-05 -5.3378955214612272e-05 1.023921672282581e-05 -7.5912552536527871e-05 3.4318025555877176e-06 1.3860521067452715e-07 5.5476283005522888e-05 3.7110006473265733e-05 -3.9173217016441622e-06 0.0035272436311724969 -1.9765350873797161e-05 -8.3642581928825111e-05 3.0257630292305851e-05 -4.7501253016531654e-05 1.5368309515157603e-05 -0.00020641582601242149 4.5956074632717783e-05 -0.0002231996478049362 6.8190250159704423e-06 -2.0704507353544556e-05 0.00067975361886152578 -6.9483419420532524e-05 1.0170158063798613e-05 2.843481868682045e-05 5.7085003982701653e-05 -3.19375345836809e-05
leaf_weight=256 56 117 226 37 25 113 25 110 52 69 31 64 84 39 864 64 55 29 54 25 56 75 26 89 90 48 42 53 33 43
leaf_count=256 56 117 226 37 25 113 25 110 52 69 31 64 84 39 864 64 55 29 54 25 56 75 26 89 90 48 42 53 33 43
internal_value=9.48821e-05 -0.000403376 0.00106137 0.00205316 -0.000845102 -0.000676024 -0.0010303 0.00029122 0.000968299 0.00140928 0.000442952 0.00272081 0.00114634 -0.0013691 -0.00109203 0.000947368 -0.000650795 0.00122353 0.000345323 0.00477311 0.00336585 -0.0016962 -9.63865e-05 -0.00081579 0.00212963 0.000378377 0.00324812 0.00156097 0.00240255 0.00208889
internal_weight=2950 2359 543 591 1816 1699 1243 456 346 473 287 186 163 1080 967 103 241 84 138 118 81 157 82 141 205 73 132 122 302 269
internal_count=2950 2359 543 591 1816 1699 1243 456 346 473 287 186 163 1080 967 103 241 84 138 118 81 157 82 141 205 73 132 122 302 269
cat_boundaries=0 26 39 40 57 58 60 61 70 72
cat_threshold=268435456 2050 0 0 1073741824 1 262144 2147483648 0 32768 0 2052 0 1050112 0 0 0 0 4096 8192 0 0 0 8 0 268468224 268566528 145 1074790400 526336 0 2 131072 536870912 0 32 0 128 16 84975936 0 32 0 0 524288 0 0 268435456 33554432 0 0 0 0 0 0 0 4224 1246272 0 2048 10 0 0 0 0 0 0 0 0 67584 1 4
is_linear=0
shrinkage=0.04


Tree=824
num_leaves=31
num_cat=8
split_feature=7 8 2 12 12 4 3 7 4 2 12 4 11 2 2 2 2 2 9 4 0 2 2 2 2 2 3 2 0 4
split_gain=1.40933 0.886144 0.678951 0.665841 0.611852 0.541745 0.433949 0.372714 0.350828 0.324833 0.318518 0.543599 0.313039 1.49883 0.473715 0.310266 1.00713 0.290863 0.264286 0.605944 0.263696 0.256219 0.24292 0.242547 0.354288 0.29817 0.242475 0.231286 0.194063 0.183691
threshold=0 1 14.500000000000002 2 3 6373145000.000001 2013.5000000000002 4 12415638000.000002 42.500000000000007 5 850.00000000000011 6 84.500000000000014 332.00000000000006 88.500000000000014 63.500000000000007 105.50000000000001 7 133.00000000000003 32.500000000000007 47.500000000000007 71.500000000000014 321.00000000000006 25.500000000000004 8.5000000000000018 1.0000000180025095e-35 129.50000000000003 23.500000000000004 28.000000000000004
decision_type=9 9 8 9 9 8 10 9 8 10 9 8 9 10 10 8 10 8 9 10 8 8 10 8 10 10 10 10 10 10
left_child=4 5 10 8 21 -2 7 -5 9 -4 -3 -12 13 28 27 16 18 -17 29 -20 -19 -1 -23 24 25 -7 -22 -14 -10 -9
right_child=1 2 3 6 -6 23 -8 15 12 -11 11 -13 14 -15 -16 17 -18 20 19 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.9959682695392509e-06 -0.00011948573368614043 -6.2385170039577572e-05 0.00039240631010462534 -8.0844136117538302e-05 -3.2595085586257864e-05 3.578289104006033e-05 -5.2408689245799368e-05 -6.9157452061112684e-06 -3.6860034818140378e-05 3.9489092965671303e-06 4.1951160573816815e-05 -4.5567569087509888e-06 4.1742813173149581e-06 4.4320666757541888e-05 -0.00010226373419695527 -0.00055435350809567528 4.7253555878282772e-05 6.0827304192817398e-06 1.4805456074458017e-06 2.5209729136594942e-05 2.6708652283638254e-07 0.0002581867089003316 -9.0431779356578729e-06 2.1491735395656396e-05 -2.0516915434186131e-06 5.4501940923502902e-05 -1.4505107035331811e-05 0.0012894795540443007 0.00014419982509958018 -0.00019555100768169184
leaf_weight=71 34 162 26 104 637 29 60 86 58 33 46 482 262 28 31 36 65 33 232 25 106 29 28 55 48 40 30 27 26 30
leaf_count=71 34 162 26 104 637 29 60 86 58 33 46 482 262 28 31 36 65 33 232 25 106 29 28 55 48 40 30 27 26 30
internal_value=-0.000106758 0.000409976 0.000144071 0.000683602 -0.00157217 0.00283871 -3.42308e-05 0.000229946 0.0018247 0.00473333 -0.000868308 -0.000356216 0.00145958 0.00318699 0.000725075 0.000593271 0.00120273 -0.000679613 0.000395721 0.00108955 2.35285e-05 0.000920862 0.00296552 0.00388439 0.00281356 0.00462857 -0.000759125 0.00125517 0.00075294 -0.00113386
internal_weight=2959 2194 1988 1298 765 206 807 747 491 59 690 528 432 112 320 643 438 205 373 257 169 128 57 172 117 69 136 289 84 116
internal_count=2959 2194 1988 1298 765 206 807 747 491 59 690 528 432 112 320 643 438 205 373 257 169 128 57 172 117 69 136 289 84 116
cat_boundaries=0 18 48 50 51 68 69 70 72
cat_threshold=3 48 537927680 524800 0 134228034 33554432 805437440 33554432 0 40992 256 268435584 268435456 0 32 144 32896 0 2050 0 0 2147483648 0 0 0 0 0 0 2048 2048 1048576 268435456 4096 0 0 0 8192 0 0 0 0 0 0 0 0 0 12288 1084480 34 67135488 0 0 0 0 32 0 0 0 65536 134217728 0 0 0 0 0 0 4096 33088 16416 0 28676
is_linear=0
shrinkage=0.04


Tree=825
num_leaves=31
num_cat=6
split_feature=2 11 1 4 11 2 2 4 0 2 2 0 2 0 2 9 1 0 0 2 10 2 2 11 2 2 2 9 1 2
split_gain=0.594042 0.335282 0.417178 0.331539 0.288228 0.641867 0.62525 0.40201 0.59094 0.385011 0.442254 0.304613 0.296991 0.269541 0.235906 0.240069 0.315288 0.235153 0.218702 0.354295 0.266133 0.227233 0.278117 0.421641 0.240237 0.228366 0.444232 0.195024 0.213621 0.201321
threshold=63.500000000000007 0 3.5000000000000004 3841755000.0000005 1 100.50000000000001 86.500000000000014 2114435000.0000002 39.07500000000001 147.50000000000003 669.50000000000011 40.250000000000007 1338.0000000000002 38.57500000000001 53.500000000000007 2 2.5000000000000004 39.07500000000001 39.07500000000001 10.500000000000002 3 41.500000000000007 24.500000000000004 4 2.5000000000000004 9.5000000000000018 17.500000000000004 5 5.5000000000000009 7.5000000000000009
decision_type=8 9 8 10 9 8 8 8 10 10 10 10 8 8 10 9 10 10 10 10 9 10 10 9 10 10 10 9 10 10
left_child=1 14 -3 18 5 -2 17 8 -8 -7 -11 12 -9 -14 15 16 -1 -6 19 -4 -20 22 23 24 -22 -25 -27 -26 -29 -30
right_child=4 2 3 -5 6 9 7 11 -10 10 -12 -13 13 -15 -16 -17 -18 -19 20 -21 21 -23 -24 25 27 26 -28 28 29 -31
leaf_value=-4.9958065478926987e-05 -8.491235038870772e-08 2.7815968745551857e-06 1.8192302394201e-05 2.5795022371596555e-05 4.2001989540208922e-05 2.1315188076217406e-05 2.0302054403266027e-05 -2.1303711541739031e-05 -1.6984905813791123e-05 7.7373972926350788e-06 9.7934009286224826e-05 2.6444282801768454e-06 7.0876461997568528e-06 -4.1750549178026647e-05 -0.00018840579293350143 -2.1350407576679899e-05 -7.6839690738900381e-06 3.2758974784559746e-05 -3.443325843306929e-05 -5.3275413224331272e-05 -4.1257420523075761e-05 4.4692140307475868e-06 -2.4552442917251437e-05 6.7326953311776347e-05 2.1595446666239208e-05 -4.6815628887053373e-05 0.00010073249823721608 -1.6636943301009554e-05 -5.9732924394866537e-05 9.6547460946688082e-05
leaf_weight=38 131 27 89 30 60 43 29 164 37 56 26 119 112 53 47 203 414 26 105 132 59 93 164 40 132 61 30 357 26 36
leaf_count=38 131 27 89 30 60 43 29 164 37 56 26 119 112 53 47 203 414 26 105 132 59 93 164 40 132 61 30 357 26 36
internal_value=-0.000121089 -0.000485606 -0.000117817 -0.000218451 0.00076546 0.00185768 0.000261865 -0.000264079 0.00262686 0.00396825 0.00231325 -0.000694878 -0.00132121 -0.000120483 -0.00118934 -0.0010061 -0.000449245 0.0034023 -0.000313963 -0.00145946 -8.33343e-05 0.000126857 -6.62261e-05 0.00026415 -0.000193238 0.00222535 0.00126087 6.52164e-05 -0.000362792 0.00177778
internal_weight=2939 2083 1381 1354 856 256 600 514 66 125 82 448 329 165 702 655 452 86 1324 221 1103 998 905 741 610 131 91 551 419 62
internal_count=2939 2083 1381 1354 856 256 600 514 66 125 82 448 329 165 702 655 452 86 1324 221 1103 998 905 741 610 131 91 551 419 62
cat_boundaries=0 3 5 7 8 9 11
cat_threshold=16416 2147484672 524288 49156 1024 0 10240 17 4 0 16544
is_linear=0
shrinkage=0.04


Tree=826
num_leaves=31
num_cat=11
split_feature=8 7 7 8 12 2 11 12 2 2 12 12 2 2 0 2 0 0 2 1 0 13 12 2 2 0 1 3 2 2
split_gain=1.12 0.868193 0.552532 0.637689 0.59362 0.534333 0.566767 0.540125 0.513225 0.464781 0.399994 0.396037 0.336544 0.333789 0.441442 0.304617 0.2988 0.292289 0.402948 0.272241 0.337281 0.261707 0.302938 0.245718 0.234598 0.213746 0.207935 0.200936 0.294736 0.194982
threshold=0 1 2 3 4 65.500000000000014 5 6 15.500000000000002 352.00000000000006 7 8 59.500000000000007 23.500000000000004 43.675000000000004 21.500000000000004 36.400000000000006 38.57500000000001 129.50000000000003 3.5000000000000004 21.500000000000004 9 10 74.500000000000014 321.00000000000006 37.750000000000007 5.5000000000000009 2012.5000000000002 4.5000000000000009 41.500000000000007
decision_type=9 9 9 9 9 8 9 9 8 8 9 9 10 10 10 8 8 10 10 10 10 9 9 8 10 10 8 8 10 10
left_child=9 10 4 -4 12 6 11 17 -6 -1 25 13 15 14 27 -3 21 19 26 -7 -21 -8 -23 -9 -12 -2 -19 -5 -29 -13
right_child=1 2 3 5 8 7 16 23 -10 -11 24 29 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.0641188613184515e-06 3.19629993198143e-05 1.2086656608896561e-05 -1.5639734145870425e-05 -0.00012866755904721708 0.00042564692226902727 -6.4814105770418217e-07 -3.2196156954044645e-05 8.0890462905924004e-06 -0.00080035013413434471 1.5831452894293257e-05 -4.4793024355246575e-05 5.1793856896997e-06 -9.1143762130882527e-06 -1.5981309692449092e-05 0.00014998832427498242 3.0983685156123654e-05 -0.00060930586196650044 7.4265854943214196e-06 3.1009864087870132e-05 5.3955347272790793e-05 -1.9754404914187348e-06 -4.3946023835837725e-05 7.6204902021598275e-06 -1.5141619267021868e-05 -3.2033539957248736e-06 -8.2687207464233164e-06 3.6069766933428036e-05 -0.00010506681804424739 3.1836759677516472e-06 4.3810534229038469e-06
leaf_weight=216 30 39 236 25 57 45 114 27 52 48 241 330 27 93 33 35 166 40 47 39 33 117 232 218 27 138 28 56 139 34
leaf_count=216 30 39 236 25 57 45 114 27 52 48 241 330 27 93 33 35 166 40 47 39 33 117 232 218 27 138 28 56 139 34
internal_value=-0.000164699 -0.000410485 -9.151e-05 -0.000294717 0.00180995 -3.50311e-05 -0.000444777 0.00111297 -0.000300001 0.00226909 -0.00202237 0.00033287 0.00389286 -0.000627452 0.000110235 0.00565333 -0.00130625 0.00243621 0.00396552 0.00111864 0.00263014 -0.000801725 -0.000211112 -0.000234376 -0.00298208 -0.000402236 0.00591304 -0.000542987 -0.000102042 0.00123733
internal_weight=2962 2698 2262 2052 210 1816 1339 477 109 264 436 710 101 346 253 74 629 232 115 117 72 463 349 245 268 168 68 220 195 364
internal_count=2962 2698 2262 2052 210 1816 1339 477 109 264 436 710 101 346 253 74 629 232 115 117 72 463 349 245 268 168 68 220 195 364
cat_boundaries=0 30 47 65 92 94 96 98 99 101 102 104
cat_threshold=0 2058 0 0 65536 1 0 0 0 32768 0 2048 2048 0 268435456 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 12288 16387 0 1677721600 2097152 34 2112 0 0 2048 0 8224 0 128 268435456 0 0 4096 131072 16 33554432 2048 0 0 0 805314560 0 134217744 0 256 16 0 0 0 1073741824 256 1073741840 1048580 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 33554432 0 256 0 0 8 0 16384 64 65602 32 32772 512 16943138 32 2306 149570 32 4 10304 32
is_linear=0
shrinkage=0.04


Tree=827
num_leaves=31
num_cat=13
split_feature=7 8 2 7 12 9 3 0 3 2 11 8 2 0 7 1 11 3 1 2 2 12 11 18 12 2 2 2 2 2
split_gain=1.121 0.955185 0.630258 0.573726 0.517276 0.645486 0.626677 0.60013 0.584767 0.574382 0.555607 0.515809 0.725777 0.456334 0.447028 0.34769 0.371784 0.422224 0.344896 0.326578 0.323398 0.37239 0.472958 0.299098 0.269781 0.259996 0.314268 0.213955 0.206777 0.279134
threshold=0 1 83.500000000000014 2 3 4 1998.5000000000002 42.250000000000007 1999.5000000000002 28.500000000000004 5 6 17.500000000000004 47.750000000000007 7 4.5000000000000009 8 2007.5000000000002 4.5000000000000009 7.5000000000000009 11.500000000000002 9 10 11 12 33.500000000000007 81.500000000000014 535.00000000000011 79.500000000000014 31.500000000000004
decision_type=9 9 8 9 9 9 10 8 8 8 9 9 10 10 9 8 9 10 10 8 10 9 9 9 9 10 10 8 10 10
left_child=2 -2 23 -3 5 6 9 10 -7 -5 24 12 -12 15 -13 -10 17 28 -4 -16 -21 -22 25 -1 -6 -23 -27 -18 29 -17
right_child=1 3 18 4 7 8 -8 -9 13 -11 11 14 -14 -15 19 16 27 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.8296087538798707e-05 -2.1573791376850832e-05 -2.1838542299257888e-05 1.161002057580439e-05 -8.2786657760013194e-05 -0.00036965785783663491 4.9778727082436247e-05 5.5867234550646164e-05 -2.7764262118140314e-05 8.7662948369188331e-06 9.9044961724068637e-06 3.5513195687075199e-06 -0.00022576762770676684 3.9983878096375695e-05 7.7792518662357058e-05 -1.4734596221819423e-05 1.4131356785748793e-05 -2.223938170530277e-05 -0.00050526833339218865 -0.00030569729788462984 2.5101325004229528e-05 -2.1351880844815049e-05 -6.0951208486787899e-05 2.3366429044841951e-05 1.4329962318519612e-05 -5.2388757209846012e-06 3.086874606571425e-06 -0.00049910828286403282 7.8710333273452174e-07 3.8334617728313518e-05 -1.4183430118066553e-05
leaf_weight=38 381 108 34 58 116 27 44 175 29 31 60 110 41 25 128 179 111 70 47 143 103 93 180 105 269 58 26 46 28 53
leaf_count=38 381 108 34 58 116 27 44 175 29 31 60 110 41 25 128 179 111 70 47 143 103 93 180 105 269 58 26 46 28 53
internal_value=5.48413e-06 -0.000224936 0.00265532 8.4409e-05 0.000229448 0.00111798 0.00352778 -0.000190351 0.000497408 0.00182222 9.93966e-05 0.000621195 0.00317857 0.000214021 0.000276994 -4.64226e-05 -0.00030328 0.000469207 -4.87814e-05 0.000641508 0.00103973 0.000520606 0.00111956 0.00436111 -0.00116162 -0.000361703 0.00122353 -0.00183333 0.00122605 0.000824033
internal_weight=2916 2692 224 2311 2203 701 133 1502 568 89 1327 942 101 541 841 516 487 330 81 731 603 460 357 143 385 177 84 157 260 232
internal_count=2916 2692 224 2311 2203 701 133 1502 568 89 1327 942 101 541 841 516 487 330 81 731 603 460 357 143 385 177 84 157 260 232
cat_boundaries=0 18 44 62 64 66 68 98 109 111 112 115 116 117
cat_threshold=268566528 16 33554432 0 0 134217728 0 0 0 134217744 0 0 16 0 67108864 0 1073745920 256 3221225488 0 0 0 0 0 262144 0 1 0 0 33556480 8192 0 0 0 0 0 33554432 2048 2147483904 0 0 0 0 16384 1 0 0 512 524320 8256 0 0 0 0 0 0 0 0 0 0 0 128 67110946 2 0 16528 32 512 268435456 0 0 0 0 0 0 0 0 0 0 131072 0 512 0 0 0 0 4096 0 128 0 0 0 0 0 0 0 0 4096 0 1 0 0 0 0 0 131072 33619968 0 32 36 1024 16925696 4 0 524288 4 230400
is_linear=0
shrinkage=0.04


Tree=828
num_leaves=31
num_cat=11
split_feature=8 12 11 8 2 11 12 2 0 2 14 12 0 2 4 3 0 12 8 3 6 2 2 0 2 4 2 2 2 2
split_gain=1.71421 0.81368 0.685197 0.518648 0.440316 0.414257 0.405796 0.423525 0.941053 0.910906 0.807618 0.439113 0.660813 0.349663 0.322681 0.303057 0.429801 0.277208 0.267727 0.239082 0.254848 0.426508 0.370055 0.234384 0.224831 0.222571 0.206077 0.18556 0.400883 0.27063
threshold=0 1 2 3 5.5000000000000009 4 5 29.500000000000004 40.250000000000007 4670.5000000000009 6 7 16.750000000000004 60.500000000000007 141.00000000000003 2008.5000000000002 30.500000000000004 8 9 2006.5000000000002 10 3.5000000000000004 5.5000000000000009 39.07500000000001 144.50000000000003 48265265000.000008 145.50000000000003 19.500000000000004 39.500000000000007 30.500000000000004
decision_type=9 9 9 9 8 9 9 8 8 8 9 9 10 8 8 8 10 9 9 8 9 8 10 10 8 8 10 10 10 10
left_child=1 23 13 -2 -4 -5 19 14 9 10 11 -9 -13 -3 -8 -6 -17 -16 25 -7 27 -22 -23 -1 -20 -18 -14 -21 29 -29
right_child=3 2 4 5 15 6 7 8 -10 -11 -12 12 26 -15 17 16 18 -19 24 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00015469320080166546 -2.4307146165098098e-05 -6.7722266909285533e-06 -1.0579280319212745e-06 5.3142169430818734e-06 8.2314130003474106e-07 -0.00064738240825792579 1.7910549067487446e-05 1.52912661584497e-06 -6.2514187591951052e-05 5.7018115328979631e-05 -1.5478359223790013e-05 -1.437460395557361e-05 3.8907842993827086e-05 1.1871776685987593e-05 -7.430209619171614e-05 0.00016453238750900603 2.1899359607500104e-05 -8.7289502114894043e-06 3.6830654851344542e-05 -8.9575799106297459e-05 8.1033304812081901e-05 -0.0024531221970615718 3.4051204064134498e-07 1.9513411641727487e-06 6.7835641475163098e-05 2.0117224634447427e-06 2.6576278309763989e-05 -7.6106722014164201e-05 -2.8389742856335309e-05 0.00071788579919259017
leaf_weight=30 137 50 33 107 44 46 25 213 111 48 109 48 108 58 101 25 47 707 82 118 27 41 178 86 29 59 28 46 138 28
leaf_count=30 137 50 33 107 44 46 25 213 111 48 109 48 108 58 101 25 47 707 82 118 27 41 178 86 29 59 28 46 138 28
internal_value=0.000141677 0.0021444 0.00294977 -0.000326738 0.00389091 -0.00017337 -0.000300329 5.83158e-05 0.00081081 0.00148468 0.000978303 0.00179412 0.0032 6.7226e-05 -0.000541967 0.00451568 0.00506996 -0.000682325 0.00445871 -0.00115008 -0.000942809 6.22559e-05 -0.000527274 -0.000818899 0.00586885 0.00218803 0.00478832 -0.00164223 -0.000976527 0.00138667
internal_weight=2907 543 427 2364 319 2227 2120 1498 665 554 506 397 184 108 833 286 242 808 217 622 576 246 219 116 111 106 136 330 212 74
internal_count=2907 543 427 2364 319 2227 2120 1498 665 554 506 397 184 108 833 286 242 808 217 622 576 246 219 116 111 106 136 330 212 74
cat_boundaries=0 26 27 30 60 62 63 64 66 68 84 85
cat_threshold=268435456 2062 4 0 0 1 0 2147483648 0 0 0 0 2048 512 268435456 4096 0 0 0 8192 0 0 0 8 0 268484608 66624 32 512 524288 0 1048576 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 2147483648 524288 4194304 0 0 1073741824 0 0 0 8192 32768 66048 1138720 8192 132098 32 2304 2 0 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 4096 136
is_linear=0
shrinkage=0.04


Tree=829
num_leaves=31
num_cat=8
split_feature=7 7 2 4 3 8 3 2 2 2 0 2 3 3 9 4 0 7 2 0 3 0 8 2 11 4 2 0 2 6
split_gain=1.27129 0.801955 0.836538 0.65467 0.844552 0.610318 0.520683 0.50591 0.539695 0.4961 0.447224 0.443296 0.42874 0.343035 0.320301 0.313974 0.262348 0.259076 0.254418 0.232725 0.22738 0.213383 0.226349 0.570093 0.193263 0.246029 0.226162 0.178571 0.273116 0.317878
threshold=0 1 78.500000000000014 5157000000.000001 2009.5000000000002 2 2001.5000000000002 8.5000000000000018 14.500000000000002 151.50000000000003 44.07500000000001 30.500000000000004 1997.5000000000002 1989.5000000000002 3 8048725000.000001 36.900000000000006 4 1.5000000000000002 8.5000000000000018 1958.5000000000002 14.500000000000002 5 17.500000000000004 6 984745000.00000012 12.500000000000002 35.850000000000009 9.5000000000000018 7
decision_type=9 9 10 8 10 9 8 8 8 10 10 10 10 10 9 8 8 9 10 8 10 10 9 10 9 10 10 10 8 9
left_child=17 -2 5 16 9 7 12 -3 -9 20 11 -10 13 -7 15 -8 -4 -1 -17 -16 -5 -21 23 -23 26 -26 -19 -24 -29 -30
right_child=1 2 3 4 -6 6 14 8 10 -11 -12 -13 -14 -15 19 18 -18 24 -20 21 -22 22 27 -25 25 -27 -28 28 29 -31
leaf_value=-3.3865230520516685e-05 1.6355006306907696e-05 4.3795114484340516e-05 3.8491751108514742e-05 1.115199610685674e-05 1.8992824123492214e-05 0.0001116404083292609 2.2703576220900448e-05 -0.00010202109021678553 1.2935585645914961e-05 -1.0582751846264133e-05 5.5970807972327642e-05 -3.4268648317612456e-05 6.9637722315314397e-05 -0.00051494148505288966 0.00036801501726864058 2.2647854007771501e-05 7.0506246691820031e-06 1.7017205402841003e-05 -3.395724660260062e-06 -5.8138487042412549e-05 -4.4774698494874312e-06 6.5816236686181486e-05 -1.7877742922832921e-05 -1.9132982456184778e-05 -6.486347342843146e-05 1.5244285449845844e-05 -4.2230889552306472e-06 -9.7113866841553131e-05 -1.4047183934112954e-05 8.1061246993241969e-06
leaf_weight=213 104 45 28 129 26 25 25 30 92 121 31 25 30 28 29 25 33 49 74 90 37 159 173 244 255 26 79 240 319 196
leaf_count=213 104 45 28 129 26 25 25 30 92 121 31 25 30 28 29 25 33 49 74 90 37 159 173 244 255 26 79 240 319 196
internal_value=-9.53354e-10 0.000425495 0.000257836 0.001984 0.00123567 -8.50621e-05 -0.000352519 0.00182906 0.000938547 0.000597221 0.00193288 0.00077966 0.00271428 0.000518518 -0.000518096 0.00136296 0.00574193 -0.00159242 0.000439999 -0.000684464 0.00201198 -0.000762308 -0.000633635 0.00016425 -0.000942858 -0.00152055 0.000345323 -0.000971247 -0.000714287 -0.000193799
internal_weight=2980 2358 2254 374 313 1880 1657 223 178 287 148 117 83 53 1574 124 61 622 99 1450 166 1421 1331 403 409 281 128 928 755 515
internal_count=2980 2358 2254 374 313 1880 1657 223 178 287 148 117 83 53 1574 124 61 622 99 1450 166 1421 1331 403 409 281 128 928 755 515
cat_boundaries=0 16 34 64 66 79 102 103 104
cat_threshold=268566531 16 1610620928 524804 524288 134225984 0 8192 33619968 0 40992 128 335544448 0 0 32 0 0 33554432 8192 0 0 0 0 0 134225920 0 0 16 0 0 0 1073741824 256 0 0 0 0 2147483648 1 0 2147483648 0 0 0 4 0 512 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 1073742080 8224 131073 0 1610620928 0 524288 64 0 8192 33554432 0 8192 0 335544448 16 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 4 204
is_linear=0
shrinkage=0.04


Tree=830
num_leaves=31
num_cat=9
split_feature=8 9 9 12 9 2 17 6 2 2 4 1 2 12 2 1 2 2 2 0 4 2 5 0 2 2 9 0 4 4
split_gain=1.21056 1.17725 0.630139 0.574457 0.587038 0.491283 0.486257 0.454713 0.430777 0.39627 0.368998 0.368709 0.34999 0.328365 0.31242 0.417093 0.622208 0.304817 0.391705 0.476367 0.411626 0.336664 0.277748 0.265751 0.265158 0.424451 0.413373 0.295715 0.248514 0.2377
threshold=0 1 2 3 4 37.500000000000007 5 6 13.500000000000002 89.500000000000014 141.00000000000003 4.5000000000000009 155.00000000000003 7 95.500000000000014 5.5000000000000009 35.500000000000007 4.5000000000000009 9.5000000000000018 35.850000000000009 390.00000000000006 14.500000000000002 1.5000000000000002 39.07500000000001 147.50000000000003 73.500000000000014 8 22.250000000000004 133.00000000000003 199.50000000000003
decision_type=9 9 9 9 9 10 9 9 8 10 8 8 8 9 8 8 10 8 10 10 10 10 10 10 10 10 9 10 10 10
left_child=1 8 -3 4 5 22 28 10 -1 -7 -8 -6 -10 -4 15 16 -15 -13 19 -19 21 -20 -2 -11 25 26 -12 -27 -5 -9
right_child=3 2 13 6 11 9 7 29 12 23 24 17 -14 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=2.3908370446149419e-05 -0.00022426659303411483 -5.2065764562165034e-05 -5.9655086890321453e-06 -1.2047853328608816e-05 -2.6144057495823412e-05 5.098044661619903e-06 0.00016463524996589596 4.4896381104248037e-06 3.6587063562196197e-05 -0.0006279731872995592 2.2017775940241791e-06 -8.7933497612587081e-06 1.1103790523844787e-05 3.4579087506052862e-05 6.3522127566100105e-05 -1.3326659283476147e-05 -8.9184531161818385e-06 -0.00060866642599134734 -4.3988811313142834e-05 8.6812694184715511e-05 -0.0004665819699574331 9.907879140801475e-06 -4.0933939183171103e-06 1.9382022981555038e-06 -0.00042073251296608069 1.4437737217167061e-05 -5.3846768414147767e-05 -4.1457010570611574e-06 -0.00029594255316785429 0.00012784721930901615
leaf_weight=41 120 110 102 225 85 40 25 185 31 29 130 94 31 76 49 27 25 28 84 95 26 500 37 29 46 37 500 35 94 27
leaf_count=41 120 110 102 225 85 40 25 185 31 29 130 94 31 76 49 27 25 28 84 95 26 500 37 29 46 37 500 35 94 27
internal_value=0.000103913 0.00189264 0.000809999 -0.000259469 0.0003837 -0.0012782 -0.000833461 -0.000381527 0.00550877 0.000888888 -0.000831634 0.000858071 0.00812698 0.0018069 0.00282979 0.00192248 0.00309804 0.0011256 0.00140054 0.00345161 0.000981996 0.00120342 -0.00270886 -0.00122034 -0.00100401 -0.000807967 -0.00114105 0.00208219 -0.0021697 0.00121973
internal_weight=2963 492 389 2471 1167 255 1304 985 103 98 773 912 62 279 177 128 101 827 733 123 610 584 157 58 748 702 630 72 319 212
internal_count=2963 492 389 2471 1167 255 1304 985 103 98 773 912 62 279 177 128 101 827 733 123 610 584 157 58 748 702 630 72 319 212
cat_boundaries=0 30 32 34 36 38 39 40 42 44
cat_threshold=268435456 0 0 0 1073741824 1 0 2147483648 0 32768 0 4 0 1049088 0 4096 0 0 33554432 8192 0 0 0 8 0 268468224 0 0 0 12288 131072 16516 128 8224 83961920 34 1 4116 14 142 98336 32 1 24580
is_linear=0
shrinkage=0.04


Tree=831
num_leaves=31
num_cat=11
split_feature=11 9 4 2 12 17 6 3 2 12 2 12 2 2 2 16 9 1 2 12 6 1 2 2 3 1 2 2 1 3
split_gain=0.770298 0.731877 1.10546 0.996705 0.582618 0.761718 0.649545 0.484435 0.481191 0.419744 0.418392 0.316794 0.26759 0.612035 0.393748 0.386796 0.320536 0.299832 0.28342 0.367518 0.419459 0.266739 0.25577 0.41626 0.249521 0.539048 0.473284 0.232971 0.481548 0.232148
threshold=0 1 5039060000.000001 35.500000000000007 2 3 4 1998.5000000000002 74.500000000000014 5 114.50000000000001 6 100.50000000000001 155.00000000000003 669.50000000000011 7 8 3.5000000000000004 66.500000000000014 9 10 5.5000000000000009 23.500000000000004 39.500000000000007 2012.5000000000002 5.5000000000000009 89.500000000000014 92.500000000000014 2.5000000000000004 2000.5000000000002
decision_type=9 9 10 8 9 9 9 10 8 9 8 9 10 10 10 1 9 10 8 9 9 10 10 10 10 8 10 10 10 10
left_child=11 9 4 -4 7 -6 24 8 21 10 -2 -1 15 -14 -15 16 -8 -17 19 -18 -21 -3 -22 -24 25 26 -7 28 -10 -13
right_child=1 2 3 -5 5 6 12 -9 27 -11 -12 29 13 14 -16 17 18 -19 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.4504016420899964e-05 7.2764131852933311e-07 -1.0415067930614973e-05 1.7165671819134302e-05 1.1324984892419048e-05 -3.0788734701709211e-05 0.00028975696233628071 8.9800513878360966e-06 -7.6780921796927397e-05 -0.00041366248740675528 -1.337948153322889e-05 1.8783193272690339e-05 5.7101578679155885e-07 2.311578593767427e-05 -6.8711271908535135e-06 1.7358858545277676e-05 2.6302341149338616e-05 -2.0703060155776504e-05 3.0145057832187383e-05 -1.8573002560370596e-05 -1.7466408476066894e-05 0.00026328163635326324 1.8933406837064044e-05 -1.8269363370122299e-05 4.3274578182786973e-06 4.3212817892344243e-05 3.3527881804610172e-05 -0.00031193566215652552 -9.8500382736535676e-07 0.00023066303262719314 -0.00017956262420484523
leaf_weight=246 77 192 35 38 175 49 176 75 27 480 28 303 25 43 32 35 119 90 119 114 92 39 29 29 26 29 27 46 26 25
leaf_count=246 77 192 35 38 175 49 176 75 27 480 28 303 25 43 32 35 119 90 119 114 92 39 29 29 26 29 27 46 26 25
internal_value=0.000244467 0.000574681 0.000996465 0.00578378 0.000782662 0.00121639 0.00163062 -0.000528847 0.000120845 -0.000637585 0.00155172 -0.00105299 0.00121225 0.00316832 0.00131579 0.000980099 0.000600883 0.00301587 6.23772e-05 0.000593749 0.00139636 -0.000879311 0.00273292 0.000813558 0.00419718 0.0035849 0.00176623 0.00244 0.00422222 -0.00021239
internal_weight=2846 2272 1687 73 1614 1209 1034 405 330 585 105 574 903 100 75 803 678 125 502 383 264 231 150 58 131 105 76 99 53 328
internal_count=2846 2272 1687 73 1614 1209 1034 405 330 585 105 574 903 100 75 803 678 125 502 383 264 231 150 58 131 105 76 99 53 328
cat_boundaries=0 3 5 7 8 9 10 12 13 15 17 18
cat_threshold=2147483680 524288 4097 897 12432 67135488 32 8 256 84042752 1049952 32 2 0 16416 163904 2 76
is_linear=0
shrinkage=0.04


Tree=832
num_leaves=31
num_cat=7
split_feature=11 4 2 3 12 0 18 0 12 2 0 5 4 2 6 2 0 1 0 11 2 2 12 2 2 2 2 3 2 0
split_gain=0.855756 0.502832 0.442053 0.402983 0.270845 0.441191 0.661379 0.428363 0.465376 0.627899 0.408598 0.323413 0.311714 0.297939 0.267221 0.395961 0.326938 0.266253 0.39188 0.224737 0.487588 0.397797 0.219317 0.46637 0.450637 0.638647 0.302904 0.269349 0.209437 0.238199
threshold=0 1642125000.0000002 3800.0000000000005 1992.5000000000002 1 35.850000000000009 2 38.20000000000001 3 1.5000000000000002 18.500000000000004 2.5000000000000004 2050.0000000000005 147.50000000000003 4 101.50000000000001 48.175000000000004 5.5000000000000009 18.500000000000004 5 90.500000000000014 46.500000000000007 6 19.500000000000004 9.5000000000000018 12.500000000000002 16.500000000000004 1999.5000000000002 29.500000000000004 14.500000000000002
decision_type=9 10 10 8 9 8 9 10 9 10 8 10 10 10 9 8 10 8 10 9 8 10 9 10 10 10 10 10 10 10
left_child=-1 2 3 -2 7 6 -6 8 9 -5 -10 12 13 14 16 -16 22 18 28 -8 21 -21 24 -24 -9 -26 -27 -28 -11 -30
right_child=1 -3 -4 4 5 -7 19 11 10 17 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-0.00017154804156575913 -6.5308487644019734e-05 9.193417727857423e-06 3.8998646642788437e-05 7.3605522988976125e-05 0.0001678632659463235 -6.9274787837706017e-06 -7.1096029086431915e-06 -5.2007867720343521e-05 -1.2549634739881633e-05 -0.0010486979972717267 -0.00017231972075528772 0.00011226794056011983 -1.859097340709953e-05 -2.9232306343498441e-05 -4.066556811344791e-06 1.6409584257668387e-05 -0.00272426986099304 -8.8220829939085723e-05 0.00074392847592629971 6.6889332599311092e-05 -1.9201809323305951e-05 3.1047962158318766e-05 4.4610322398196384e-05 1.2337836483980997e-06 0.00014195334700306463 -2.6352751564524443e-05 1.7632562430716149e-05 -1.7786149645278852e-06 0.00040225216983100557 -1.8786818955049967e-05
leaf_weight=101 55 145 25 43 25 704 239 116 151 38 101 42 69 43 311 26 26 78 58 101 54 29 110 60 25 25 69 48 25 51
leaf_count=101 55 145 25 43 25 704 239 116 151 38 101 42 69 43 311 26 26 78 58 101 54 29 110 60 25 25 69 48 25 51
internal_value=0.000183032 0.000314157 0.000193594 0.000143958 0.000214392 -0.000247636 0.000730511 0.000563564 -0.000329671 0.000749999 -0.00155133 0.00107106 0.000912809 0.00112093 0.00129253 0.000379309 0.00188571 -9.49875e-10 0.000878612 0.000349056 0.00135385 0.00274809 0.00217621 0.00331492 0.00131973 0.00269048 0.00162238 0.00247458 -0.000486957 0.000727272
internal_weight=2993 2892 2747 2722 2667 1152 448 1515 545 293 252 970 928 859 816 337 479 250 172 423 184 130 453 170 283 167 142 117 114 76
internal_count=2993 2892 2747 2722 2667 1152 448 1515 545 293 252 970 928 859 816 337 479 250 172 423 184 130 453 170 283 167 142 117 114 76
cat_boundaries=0 3 4 5 6 7 8 9
cat_threshold=2214592513 1572896 4097 68249666 4 1073216 150 32 1067010
is_linear=0
shrinkage=0.04


Tree=833
num_leaves=31
num_cat=11
split_feature=7 8 8 2 12 4 4 12 7 0 2 17 4 4 2 1 2 0 4 9 7 3 2 3 9 12 2 2 2 2
split_gain=1.57973 1.40659 0.591777 0.653223 0.422579 0.958809 1.98116 0.398334 0.463514 0.478438 0.458577 0.381479 0.372801 0.359982 0.68125 0.341108 0.355537 0.487152 0.333356 0.355224 0.488252 0.32774 0.305296 0.276898 0.360071 0.424867 0.266824 0.265403 0.257384 0.235818
threshold=0 1 2 283.00000000000006 3 1868495000.0000002 8048725000.000001 4 5 18.500000000000004 14.500000000000002 6 6789.5000000000009 208770000.00000003 5.5000000000000009 4.5000000000000009 55.500000000000007 29.500000000000004 18214475000.000004 7 8 1998.5000000000002 36.500000000000007 2000.5000000000002 9 10 24.500000000000004 10.500000000000002 151.50000000000003 14.500000000000002
decision_type=9 9 9 8 9 10 10 9 9 10 10 9 8 8 10 10 8 10 8 9 9 10 8 8 9 9 10 10 8 10
left_child=7 -2 3 29 5 12 -7 8 9 -1 -11 -6 -4 14 -13 -14 23 -18 -15 22 -21 28 -20 -17 -25 26 27 -26 -19 -3
right_child=1 2 4 -5 11 6 -8 -9 -10 10 -12 13 15 18 -16 16 17 21 19 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-6.2562784554387468e-05 -2.7833789714171212e-05 -3.09778950176028e-06 -1.7906368438768716e-05 3.2357017255509503e-05 -1.5250311174307002e-05 1.233199477689126e-05 -4.2030463456733125e-06 -9.5330979260859651e-06 -3.8654533612758871e-05 -3.7031863282126594e-06 0.0001775254672450096 0.0031132650069603642 -2.7567712712726021e-05 -0.0031534686831133107 -5.3017107835260725e-07 -0.00020575411941534569 -0.0014672925056711107 0.00086148685364790937 1.2788025437906317e-06 1.6649789545731867e-05 -3.4504569417511749e-06 -2.9677406865043081e-05 1.360032510677061e-05 -4.9608006707898034e-05 5.4019777647790331e-07 0.00017712019845637792 -7.9183358503990387e-05 9.5841415394872057e-05 2.1559296733681095e-05 1.1271656014832089e-05
leaf_weight=39 216 33 70 26 188 25 32 511 145 26 54 25 100 28 39 29 28 42 67 149 484 25 54 107 90 121 51 49 37 44
leaf_count=39 216 33 70 26 188 25 32 511 145 26 54 25 100 28 39 29 28 42 67 149 484 25 54 107 90 121 51 49 37 44
internal_value=3.54335e-05 0.000591704 0.000935516 0.00375439 0.000756347 0.00143941 0.00641379 -0.00150127 -0.000203637 0.00156923 0.00345679 0.000214353 0.001072 0.000578762 0.00344615 0.00135882 0.00173103 0.00354887 0.000347381 0.000508608 0.000105589 0.0048 0.00239394 0.0011875 0.00145107 0.00209938 0.000796019 0.00174286 0.00605 0.00220513
internal_weight=2934 2159 1943 103 1840 806 57 775 264 119 80 1034 749 846 64 679 579 132 782 754 633 104 121 447 418 311 190 139 79 77
internal_count=2934 2159 1943 103 1840 806 57 775 264 119 80 1034 749 846 64 679 579 132 782 754 633 104 121 447 418 311 190 139 79 77
cat_boundaries=0 17 41 70 72 74 91 92 94 111 113 115
cat_threshold=147456 268435633 536870912 526340 524320 8256 33554432 805306368 33622016 134217760 0 0 268435584 268435456 0 0 1073741952 0 0 0 0 65536 0 0 0 1 0 0 2048 10240 0 0 0 0 0 4096 2048 256 0 4194304 8 268435456 2056 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 16384 0 0 524288 68223042 2 1050944 32 0 128 0 4 0 0 0 0 65536 0 0 0 0 0 0 0 1073741824 14 1 8228 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 4112 0 16420 66 2
is_linear=0
shrinkage=0.04


Tree=834
num_leaves=31
num_cat=13
split_feature=4 8 1 12 3 12 8 9 1 4 13 12 9 3 3 4 6 1 3 6 12 3 12 1 1 4 3 4 3 15
split_gain=1.05072 0.711462 0.545345 0.540162 0.624988 0.488286 0.445613 0.462954 0.43679 0.488068 0.424317 0.780911 0.366984 0.531321 0.329506 0.314249 0.329227 0.402699 0.376642 0.292602 0.317769 0.473463 0.265563 0.196122 0.190169 0.185008 0.177948 0.177367 0.159229 0.136512
threshold=1868495000.0000002 0 4.5000000000000009 1 2002.5000000000002 2 3 4 4.5000000000000009 7085990000.000001 5 6 7 2014.5000000000002 2003.5000000000002 15.000000000000002 8 2.5000000000000004 2013.5000000000002 9 10 2017.5000000000002 11 1.0000000180025095e-35 2.5000000000000004 7049.5000000000009 1.0000000180025095e-35 4.0000000000000009 2008.5000000000002 12
decision_type=10 9 10 9 8 9 9 9 10 10 9 9 9 8 10 10 9 10 10 9 9 10 9 10 10 8 10 10 10 9
left_child=1 2 -1 4 -3 -4 -5 14 9 -2 19 23 13 -7 25 16 28 -18 -19 -9 21 27 24 -12 -13 -8 -22 29 -6 -21
right_child=8 3 5 6 15 12 7 10 -10 -11 11 22 -14 -15 -16 -17 17 18 -20 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.9970851658112546e-05 8.1152960951413892e-06 0.0003433331510141062 3.4822712470774299e-05 -1.2827737323980096e-05 -4.2385714894853393e-05 -3.4212285155887764e-05 -3.412388497792538e-06 8.1968548657840547e-06 1.0013824687099921e-05 9.859410843456652e-06 0.00011340448731772002 3.7625857768150745e-05 -4.6619074196410846e-06 2.4310881838072714e-05 1.3025025854026303e-06 -0.00010820258100345888 -0.001809609570347251 1.6665569668333211e-05 -5.9249490905287918e-05 3.4209843353355605e-06 -6.5502005342344469e-06 4.4237191595570047e-05 -1.0516575230725243e-05 0.0004479278628541811 -7.0537289516181549e-06 -4.5186356317648046e-05 -5.8330694638093891e-05 -8.7415551575920099e-05 2.5351003418726099e-05 -2.4349281172717091e-05
leaf_weight=51 25 25 109 237 99 45 40 108 70 50 32 45 123 96 46 51 30 217 25 248 396 38 111 97 56 199 125 38 27 115
leaf_count=51 25 25 109 237 99 45 40 108 70 50 32 45 123 96 46 51 30 217 25 248 396 38 111 97 56 199 125 38 27 115
internal_value=0.000115629 -5.51246e-05 0.00143448 -0.000322849 0.000874226 0.00093048 -0.00061998 -0.000384752 0.00342466 0.00552631 -8.16911e-05 0.001125 -5.81827e-05 0.00128947 -0.00182433 0.000542221 0.000922305 0.00166784 0.0022716 -0.000474514 -0.00070031 9.77768e-05 -0.00039462 0.00345714 0.00103571 -0.00248333 -0.0013609 -0.000308459 -0.000759125 -3.2968e-05
internal_weight=2974 2829 424 2405 474 373 1931 1694 145 75 1409 341 264 141 285 449 398 272 242 1068 960 439 212 129 101 239 521 401 126 363
internal_count=2974 2829 424 2405 474 373 1931 1694 145 75 1409 341 264 141 285 449 398 272 242 1068 960 439 212 129 101 239 521 401 126 363
cat_boundaries=0 30 32 33 56 58 59 60 62 63 64 65 67 68
cat_threshold=268435456 8 4 0 65536 0 262144 2147483648 0 0 0 2048 0 512 268435456 0 0 0 0 8192 0 0 0 0 0 49152 0 0 0 12288 134208 2 67144736 1073741824 4 0 134217728 0 0 0 0 1 0 0 0 10240 0 0 0 0 0 0 0 2147483904 0 4194304 128 4144 6 114976 0 18432 386 2 84967426 17825792 32 67108864
is_linear=0
shrinkage=0.04


Tree=835
num_leaves=31
num_cat=9
split_feature=7 4 7 0 2 12 4 4 3 2 7 2 2 2 0 2 9 12 6 9 0 0 5 3 2 2 2 2 3 17
split_gain=1.72469 1.21646 0.990991 0.858427 0.673841 0.587312 0.511874 0.510351 0.394925 0.327705 0.326559 0.39534 0.313434 0.297945 0.31354 0.269004 0.266972 0.258063 0.235463 0.389066 0.336432 0.378517 0.231571 0.337655 0.231146 0.233436 0.371121 0.216028 0.213545 0.45553
threshold=0 1868495000.0000002 1 36.900000000000006 42.500000000000007 2 215.00000000000003 2960.0000000000005 2020.5000000000002 572.00000000000011 3 6.5000000000000009 151.50000000000003 3391.0000000000005 42.250000000000007 100.50000000000001 4 5 6 7 28.500000000000004 10.500000000000002 1.0000000180025095e-35 2002.5000000000002 12.500000000000002 44.500000000000007 67.500000000000014 18.500000000000004 2012.5000000000002 8
decision_type=9 10 9 8 8 9 8 10 10 10 9 10 8 8 8 8 9 9 9 9 10 10 10 10 8 8 8 10 10 9
left_child=16 2 4 -3 27 7 -7 8 10 12 11 -4 18 14 28 -5 17 -1 20 -20 21 -8 23 -21 -19 -26 -27 -2 29 -12
right_child=1 3 5 15 -6 6 9 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 24 19 22 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4.022945482407792e-05 3.2924236377571442e-06 2.0600214862297289e-05 -1.0124110120272103e-06 1.6117846250788887e-05 8.2455948151781517e-05 0.00017839960758939593 -0.00019804063383859201 -0.00019921015003698778 5.2301967771942045e-05 6.2259391145895771e-05 -2.6670907471119791e-05 4.4392802399691597e-05 -3.3771468325152326e-05 1.2404229637835765e-05 -0.00011043138323246368 -0.0010313740258614756 -1.0554322265056238e-05 -1.5863597652663314e-07 3.5859808240041934e-05 -0.00062510958882089731 -3.0450220747741302e-05 1.6269749258458597e-05 9.3098523064298447e-06 2.4155569649326453e-05 -7.4175105472076602e-05 3.1267040336445065e-05 -8.9685119697770887e-06 -2.2873174150652587e-05 3.7324013327779226e-05 1.0337597740163375e-05
leaf_weight=116 42 26 43 53 42 27 51 64 29 26 194 85 111 81 93 25 174 78 117 76 215 187 35 28 94 41 115 27 86 589
leaf_count=116 42 26 43 53 42 27 51 64 29 26 194 85 111 81 93 25 174 78 117 76 215 187 35 28 94 41 115 27 86 589
internal_value=9.42434e-05 0.000589081 0.000394841 0.0048 0.00390164 0.000191805 -0.000601811 0.000740391 0.000932555 -0.000783944 0.000815699 0.00264748 -0.000925701 0.000557874 0.000365523 0.00263291 -0.00176789 -0.00117802 -0.000614085 0.00035955 -0.00114655 -0.000133892 -0.00104 -0.00205714 -0.00174631 -0.00239044 -0.00142675 0.00177143 0.000602298 0.000392856
internal_weight=2970 2352 2248 104 111 2137 873 1264 1200 846 1171 128 820 1043 962 78 618 444 709 256 453 238 139 104 328 250 156 69 869 783
internal_count=2970 2352 2248 104 111 2137 873 1264 1200 846 1171 128 820 1043 962 78 618 444 709 256 453 238 139 104 328 250 156 69 869 783
cat_boundaries=0 18 35 37 54 56 57 58 60 61
cat_threshold=16386 0 536879104 2884100 524320 64 33554432 268435456 33619968 0 40960 0 128 268435456 0 32 1073741840 128 131073 268435456 33554432 0 0 134217728 0 0 0 8192 0 0 16 0 0 0 128 1215554 32 0 16 68157440 0 2 0 0 0 0 32 0 0 0 0 0 0 4096 0 26640 68159584 268 0 2048 14
is_linear=0
shrinkage=0.04


Tree=836
num_leaves=31
num_cat=14
split_feature=7 4 8 4 12 0 1 7 17 4 0 12 12 12 5 9 0 0 13 6 4 1 12 0 1 6 0 4 7 0
split_gain=1.45698 1.00429 0.810228 0.618472 0.468977 0.564461 0.709162 0.483624 0.636313 0.856401 0.682647 0.428845 0.427327 0.360967 0.311699 0.38047 0.479307 0.306678 0.295212 0.240913 0.230384 0.230113 0.198531 0.19161 0.178404 0.224455 0.167444 0.157365 0.145908 0.35722
threshold=0 1557465000.0000002 1 5828530000.000001 2 36.400000000000006 5.5000000000000009 3 4 120418.00000000001 43.675000000000004 5 6 7 1.5000000000000002 8 40.250000000000007 36.900000000000006 9 10 2091500000.0000002 4.5000000000000009 11 40.250000000000007 5.5000000000000009 12 27.750000000000004 4050.0000000000005 13 18.500000000000004
decision_type=9 10 9 10 9 8 8 9 9 8 10 9 9 9 10 9 8 10 9 9 8 10 9 10 10 9 10 10 9 10
left_child=12 2 22 -3 5 6 -4 11 24 -10 13 21 -1 18 15 -7 -17 -15 -11 -19 -14 -6 -2 -5 25 -9 -13 -27 -22 -30
right_child=1 3 4 23 7 14 -8 8 9 10 -12 26 20 17 -16 16 -18 19 -20 -21 28 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-2.5399025264258535e-05 -0.00028011177878567862 8.1627415285461682e-06 6.5645249872397083e-06 -0.0031652133487290856 -1.3744817839640165e-05 -0.00013243065942670975 4.6204075172004919e-05 -0.00035183623363262779 0.00011579722708639032 -3.23471111154431e-05 9.4931907880712818e-05 -4.2694520252511883e-05 -4.7624019017427827e-05 -3.2996390451533539e-05 -0.00050989602068525714 2.5874976226311418e-05 -2.9273307919632204e-05 -0.00010564077758581086 2.1185650335082154e-05 1.2446247804771255e-05 1.2456303490276296e-05 1.671031969543592e-05 -2.4453847475349701e-06 7.4218592968075203e-06 -0.00052458658406489525 3.6351564414834917e-06 -4.3007342058870652e-05 -2.659047888162857e-05 3.441094309584343e-06 -1.2995235383879201e-05
leaf_weight=269 127 40 141 27 28 125 86 103 58 114 60 79 38 144 26 137 40 115 121 159 125 77 153 50 37 105 96 27 39 170
leaf_count=269 127 40 141 27 28 125 86 103 58 114 60 79 38 144 26 137 40 115 121 159 125 77 153 50 37 105 96 27 39 170
internal_value=-0.000241345 0.00023622 4.07587e-05 0.00383051 0.000343038 0.00130742 0.00285965 -6.89665e-05 0.00033017 0.0009156 0.000543416 -0.00151203 -0.00190798 0.000165137 0.000267476 0.000633662 0.00176596 -0.000540793 0.00138211 0.000232726 -0.000960836 0.000517241 -0.0019244 0.00169231 -0.00130035 -0.000932204 -0.00268817 0.000223775 -0.000644777 -0.00125455
internal_weight=2916 2275 2158 117 1878 555 227 1323 1043 771 713 280 641 653 328 302 177 418 235 274 372 105 280 77 272 235 175 132 334 209
internal_count=2916 2275 2158 117 1878 555 227 1323 1043 771 713 280 641 653 328 302 177 418 235 274 372 105 280 77 272 235 175 132 334 209
cat_boundaries=0 18 45 47 64 65 66 68 69 71 72 73 75 76 85
cat_threshold=16386 16 536870912 2621444 524320 134217792 33554432 268435456 33622016 0 32768 256 128 268435456 0 32 1073741824 128 1342177296 1048576 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 2048 384 0 0 0 0 32768 64 68192256 32 0 128 67117056 0 2 0 0 131072 0 0 0 0 0 0 0 0 4112 10 16801856 17940480 34 16974880 0 2048 2 216 180226 32 264 2 0 0 4 0 0 0 0 33556480
is_linear=0
shrinkage=0.04


Tree=837
num_leaves=31
num_cat=13
split_feature=7 8 4 7 11 0 4 0 8 4 11 7 0 0 9 3 6 6 0 7 4 6 0 0 0 0 3 7 0 0
split_gain=1.88646 1.35189 1.23417 0.584637 0.478462 0.465083 0.536002 0.43282 0.375013 0.29025 0.309907 0.509375 0.28393 0.262953 0.263499 0.330105 0.475587 0.245108 0.228506 0.222092 0.203567 0.246808 0.304168 0.271513 0.201618 0.155636 0.141785 0.131532 0.241875 0.208238
threshold=0 1 5039060000.000001 2 3 39.07500000000001 3890.0000000000005 38.20000000000001 4 45.000000000000007 5 6 42.250000000000007 36.400000000000006 7 2005.5000000000002 8 9 42.250000000000007 10 2025703500.0000002 11 33.175000000000004 24.500000000000004 38.57500000000001 16.750000000000004 2007.5000000000002 12 37.250000000000007 15.500000000000002
decision_type=9 9 10 9 9 10 10 10 9 10 9 9 10 10 9 8 9 9 10 9 10 9 10 10 10 10 10 9 10 10
left_child=19 4 3 7 -2 -6 12 -3 -5 10 11 -10 -7 25 15 -15 -17 27 26 -1 21 22 -21 -23 -11 -13 -18 29 -29 -12
right_child=1 2 -4 8 5 6 -8 -9 9 24 17 13 -14 14 -16 16 18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.1495969056380274e-05 5.9138180179223253e-06 8.9760117488264e-07 5.4588748300687942e-06 -8.5439709347670659e-06 6.210079390671006e-06 5.0519747121426183e-05 7.2972561728125022e-06 1.3808989715069948e-05 4.4826612231816426e-05 3.9070955490247004e-06 7.8096351606711163e-06 -5.0272396912116363e-06 4.3241055775859247e-05 -1.9876127852949518e-05 -1.103050147540213e-06 -3.5302432721291692e-07 1.6694027042427701e-05 -3.2836701802592638e-05 -8.081180999730311e-06 5.7271542182004731e-05 6.2804392255600623e-07 -2.3613242180355413e-05 -1.675758094207502e-05 1.0064902228064197e-05 -4.2935553301418376e-05 -0.00078648728197302283 0.00024499400134864554 1.4468342539699009e-05 -4.9181560629477116e-05 -5.3296711326483955e-05
leaf_weight=219 120 59 33 103 41 52 68 53 103 39 156 29 28 50 202 131 105 215 29 40 25 85 205 78 131 32 39 243 113 85
leaf_count=219 120 59 33 103 41 52 68 53 103 39 156 29 28 50 202 131 105 215 29 40 25 85 205 78 131 32 39 243 113 85
internal_value=0.000177197 0.000724228 0.000326363 0.000193951 0.0031375 0.00442 0.00569127 0.00286179 1.10123e-05 0.000158785 0.000333985 0.000930232 0.00790123 0.000464967 0.000746857 0.00138082 0.00191475 -0.000204132 0.00319565 -0.00170136 -0.00110811 -0.00134963 -0.00210938 -6.89664e-05 -0.00140351 -0.002 0.00402759 0.000217104 0.000697547 -0.000492064
internal_weight=2911 2259 1950 1917 309 189 148 112 1805 1702 1532 720 80 617 556 354 304 812 173 652 433 408 245 163 170 61 144 597 356 241
internal_count=2911 2259 1950 1917 309 189 148 112 1805 1702 1532 720 80 617 556 354 304 812 173 652 433 408 245 163 170 61 144 597 356 241
cat_boundaries=0 17 47 64 65 81 82 92 94 95 96 113 114 122
cat_threshold=16386 145 536879104 2623488 32 66 0 8192 33619968 134217744 40960 128 268435584 0 67108864 32 1073741840 0 2058 0 0 0 0 262144 0 0 0 0 0 8192 512 0 0 0 0 0 0 0 0 0 8 0 268451840 64 0 524288 8192 131072 268435456 1073741824 8192 0 0 0 268435456 0 0 0 2097152 16 0 0 0 128 4 0 4 0 134217728 0 1 0 0 0 0 0 2048 0 0 0 4096 49156 0 0 0 4 0 0 0 131072 2048 8224 0 22528 138 90 16384 1 536870912 2048 0 64 0 0 33554432 16 0 128 268435584 0 67108864 0 1073741824 390 0 0 0 4 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=838
num_leaves=31
num_cat=14
split_feature=7 7 9 2 12 13 8 2 11 3 2 2 2 4 2 2 8 2 9 11 3 6 2 11 2 12 2 13 3 2
split_gain=1.81731 1.37728 1.07392 0.913938 0.61608 0.838222 0.703639 0.631891 0.525727 0.549544 0.480433 0.469972 0.405202 0.37926 0.376805 0.368578 0.33971 0.321067 0.2661 0.27017 0.313569 0.261597 0.261712 0.255717 0.237044 0.218808 0.198308 0.197518 0.192188 0.183446
threshold=0 1 2 85.500000000000014 3 4 5 45.500000000000007 6 2011.5000000000002 51.500000000000007 14.500000000000002 4.5000000000000009 3681544000.0000005 365.00000000000006 321.00000000000006 7 92.500000000000014 8 9 1976.5000000000002 10 8.5000000000000018 11 21.500000000000004 12 9.5000000000000018 13 2005.5000000000002 73.500000000000014
decision_type=9 9 9 8 9 9 9 8 9 8 10 10 10 10 10 10 9 10 9 9 10 9 10 9 10 9 10 9 8 8
left_child=2 -2 29 13 12 -6 11 18 9 -9 -10 -7 25 -4 -12 16 -14 -11 24 20 -20 -21 -23 27 26 -3 -8 -18 -24 -1
right_child=1 4 3 -5 5 6 7 8 10 17 14 -13 15 -15 -16 -17 23 -19 19 21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.835898804130386e-07 -1.06445530140112e-05 1.7461196191848372e-05 1.8377046275911475e-05 -1.7036154253409969e-06 -4.1498578558390061e-05 3.9413277182521744e-05 3.1684721990609803e-06 1.668653065946326e-05 5.1093894836245297e-05 2.7168161013153963e-05 -1.9266908062292031e-05 2.3692925723623384e-05 4.9198528875693256e-06 2.7207145398422013e-05 1.200485604146255e-05 0.00019827498317118023 1.8328094410757351e-05 5.4210487187401279e-05 2.1572246722036902e-06 -0.00011631825166977555 2.4771483406778369e-05 5.9993268934556631e-05 4.438157036493875e-06 -4.707065055121699e-05 -8.3906413057790289e-06 -2.9687318283557908e-05 0.00043585372735937877 -2.8958459713708581e-05 -3.1119587082342543e-05 8.1408293166169662e-06
leaf_weight=127 318 124 58 27 116 43 38 39 73 34 99 61 104 25 25 39 178 38 107 134 25 80 25 488 27 106 38 125 127 75
leaf_count=127 318 124 58 27 116 43 38 39 73 34 99 61 104 25 25 39 178 38 107 134 25 80 25 488 27 106 38 125 127 75
internal_value=0.000365252 1.3729e-05 0.00319505 0.00628099 0.000359374 0.00102105 0.00139453 0.00100435 0.00248544 0.00455738 0.00101923 0.00438261 -0.000285958 0.00890476 -0.000448001 -0.000658824 -0.000825894 0.0070137 0.000259135 -0.000141455 0.00134266 -0.000700266 0.000131686 -0.00110225 0.002 0.00121212 0.00332467 -0.000165606 -0.000836602 0.00127699
internal_weight=2923 2611 312 110 2293 1129 1013 909 308 111 197 104 1164 83 124 934 895 72 601 498 132 366 232 791 103 230 76 303 152 202
internal_count=2923 2611 312 110 2293 1129 1013 909 308 111 197 104 1164 83 124 934 895 72 601 498 132 366 232 791 103 230 76 303 152 202
cat_boundaries=0 17 34 36 38 39 69 70 99 101 103 104 107 108 109
cat_threshold=268566528 268435456 1174405120 8192 2 0 0 0 0 134217776 0 0 0 0 67108864 0 4096 16386 160 536879104 2097152 32 8192 33554432 536870912 0 0 0 0 128 0 0 32 1073741840 0 10240 1163552 34 8 0 0 0 0 0 1 0 0 0 0 0 0 8192 512 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 524288 4096 32772 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 256 0 4194304 0 0 16384 0 0 524288 0 4128 16416 1024 70 32800 1024 524288 1163264 2
is_linear=0
shrinkage=0.04


Tree=839
num_leaves=31
num_cat=7
split_feature=7 7 4 12 2 4 0 0 2 0 2 7 2 0 3 0 4 4 3 0 3 15 12 2 0 0 2 15 2 0
split_gain=2.01777 1.29392 1.3432 0.739238 0.6219 0.796522 0.519974 0.492549 0.426215 1.01007 0.399774 0.371428 0.352661 0.500192 0.622568 0.470843 0.372808 0.37424 0.354831 0.275977 0.249605 0.214476 0.38832 0.244752 0.20973 0.20117 0.200913 0.191178 0.437794 0.366847
threshold=0 1 5039060000.000001 2 5.5000000000000009 775.00000000000011 24.500000000000004 40.250000000000007 11.500000000000002 35.600000000000009 29.500000000000004 3 10.500000000000002 32.500000000000007 1996.5000000000002 31.500000000000004 38500.000000000007 21074995000.000004 2012.5000000000002 39.07500000000001 2021.5000000000002 4 5 17.500000000000004 35.850000000000009 39.07500000000001 56.500000000000007 6 403.00000000000006 18.500000000000004
decision_type=9 9 10 9 8 8 10 10 10 10 10 9 8 8 10 10 8 8 8 10 8 9 9 10 10 10 10 9 8 8
left_child=21 2 7 4 6 -6 -3 8 9 -2 -10 -5 15 14 26 -13 -15 -18 -17 -12 -20 22 23 -1 -19 -25 -14 28 -7 -29
right_child=1 3 -4 11 5 27 -8 -9 10 -11 19 12 13 16 -16 18 17 24 20 -21 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-2.2878686044442979e-05 0.00049319118947036033 0.00032861480023768625 4.2662988175350831e-05 -1.6697057796415233e-05 -0.0010317477520895852 1.2337391638795166e-05 -0.00024185400976492534 -8.304914363983837e-05 -0.00012198265813668783 5.8120295343808e-06 6.3522654154503569e-08 -6.1714460835415562e-05 5.2674019592140658e-05 -1.7768183452905909e-05 -0.00016887290055190232 -0.00010627741009165879 4.8210324985886964e-06 -4.1699654798228458e-05 7.3638687574686086e-05 7.0056457903940607e-06 4.7421666806103155e-06 -3.252950242158805e-05 -0.00033039356915213493 0.00051677655763431073 -4.344698001164243e-06 -1.9189638703738543e-06 4.6552727260709395e-05 4.0455502206612245e-05 0.00016162122262038526 -9.5005561447551234e-06
leaf_weight=72 28 42 32 327 51 380 113 73 47 74 29 25 49 79 31 27 46 33 33 48 180 225 123 27 401 30 25 96 32 180
leaf_count=72 28 42 32 327 51 380 113 73 47 74 29 25 49 79 31 27 46 33 33 48 180 225 123 27 401 30 25 96 32 180
internal_value=0.00016492 0.000624397 0.00291228 0.000259138 0.00113149 0.00162703 -0.00115385 0.00214667 0.00306608 0.00497087 0.001472 -0.00036622 4.68076e-05 -0.000445114 0.00207547 0.00127819 -0.00092143 -0.000498961 0.00182573 0.00323077 0.00237383 -0.00218853 -0.00124715 0.000314285 -0.000864369 0.00227586 0.00405333 0.00198549 0.00253428 0.00103136
internal_weight=2958 2481 331 2150 894 739 155 299 226 102 124 1256 929 664 105 265 559 480 240 77 213 477 252 129 434 57 74 688 412 276
internal_count=2958 2481 331 2150 894 739 155 299 226 102 124 1256 929 664 105 265 559 480 240 77 213 477 252 129 434 57 74 688 412 276
cat_boundaries=0 13 31 32 41 42 43 44
cat_threshold=16386 161 537133056 2883584 32 134217728 33554432 536870912 65536 1024 8192 64 128 268566529 268435456 34603008 8192 0 0 0 268435456 0 134225936 0 2097280 16 0 0 0 4224 256 83946560 0 0 8192 0 0 64 131072 131072 33554432 69206016 1247298 201326592
is_linear=0
shrinkage=0.04


Tree=840
num_leaves=31
num_cat=10
split_feature=7 4 8 4 2 8 9 17 6 0 2 3 7 3 13 2 9 3 3 0 5 0 2 0 1 2 9 2 0 0
split_gain=1.50471 0.959404 0.867753 0.789811 0.632684 0.561605 0.520797 0.389262 0.458269 0.716123 0.53068 0.738612 0.358554 0.293541 0.292354 0.284844 0.341506 0.304862 0.303625 0.345132 0.261855 0.247136 0.300321 0.347853 0.241807 0.240542 0.239924 0.529231 0.243317 0.242578
threshold=0 1557465000.0000002 1 5828530000.000001 47.500000000000007 2 3 4 5 35.600000000000009 9.5000000000000018 2005.5000000000002 6 2001.5000000000002 7 31.500000000000004 8 2000.5000000000002 1999.5000000000002 18.500000000000004 1.5000000000000002 14.500000000000002 9.5000000000000018 18.500000000000004 5.5000000000000009 5.5000000000000009 9 9.5000000000000018 39.07500000000001 40.250000000000007
decision_type=9 10 9 10 8 9 9 9 9 10 10 8 9 10 9 10 9 10 10 10 10 10 8 10 8 10 9 8 10 10
left_child=12 2 -2 -3 -5 -4 -7 14 9 -9 13 -12 -1 -11 -8 16 21 -18 19 -17 -16 -10 25 -24 -25 -23 -14 28 -28 -29
right_child=1 3 5 4 -6 6 7 8 15 10 11 -13 26 -15 20 18 17 -19 -20 -21 -22 22 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.0001092128938908381 -1.8227536949745721e-05 1.98319099229403e-05 1.4165158041331557e-05 1.6475204303026994e-05 -3.4618329361991469e-05 -3.2016504582277714e-05 9.7847688839862629e-06 -0.00083176678235352079 -0.00012718951925789869 3.7502416244837087e-06 -0.00086537732047289309 0.00013280942170543452 -4.6112815412968194e-05 -0.0001264477050737742 -0.00022381704138445087 -2.7338887940544512e-05 -6.1298400427697641e-05 6.6075814782043408e-06 -1.1048868568614467e-05 0.00023681593195925738 7.7558094857456659e-06 0.00011736218434279215 6.1266074906541682e-05 -1.5814686144543606e-05 1.8455748806725876e-05 0.00087316346289002551 2.5085504776758826e-06 -1.4501992487876948e-05 7.6265376483214472e-06 6.7373391649050315e-05
leaf_weight=113 319 40 206 31 44 194 154 25 39 135 34 121 104 26 114 104 108 27 50 100 38 52 52 109 31 27 53 378 36 51
leaf_count=113 319 40 206 31 44 194 154 25 39 135 34 121 104 26 114 104 108 27 50 100 38 52 52 109 31 27 53 378 36 51
internal_value=0.000240054 0.000766772 0.000571151 0.00431034 0.0018421 0.000919749 0.000644744 0.00092557 0.001294 0.00248864 0.00307886 0.00474359 -0.00131367 0.00145679 -0.000328077 0.000681689 0.00130045 -0.00041096 -0.000376472 0.000312194 -0.00152147 0.00199377 0.00248529 0.00161658 0.000567375 0.00455 -0.000897315 -0.000514179 0.00226667 -0.00110698
internal_weight=2915 2180 2065 115 75 1746 1540 1346 1040 341 316 155 735 161 306 699 445 135 254 204 152 310 271 192 140 79 622 518 89 429
internal_count=2915 2180 2065 115 75 1746 1540 1346 1040 341 316 155 735 161 306 699 445 135 254 204 152 310 271 192 140 79 622 518 89 429
cat_boundaries=0 18 45 75 77 78 79 93 94 96 98
cat_threshold=16386 16 537141248 2621956 524320 2114 0 131072 33554432 0 32800 256 268435472 268435456 0 32 1073741952 128 1073741824 2052 4 134217728 0 0 0 0 0 0 0 0 2048 512 0 4096 0 0 33554432 0 128 0 4194304 0 0 0 68 268435456 8 0 0 2147483648 1 0 2147483648 0 0 0 2048 0 0 0 0 0 0 4096 0 0 0 0 0 0 1073758208 0 0 0 4096 256 132 14 340 16386 0 262144 0 0 2050 0 0 0 0 32768 0 268435456 268435456 2 0 10240 0 4148
is_linear=0
shrinkage=0.04


Tree=841
num_leaves=31
num_cat=13
split_feature=7 12 9 0 7 2 9 2 2 2 3 11 3 7 6 7 12 2 12 2 3 2 0 1 12 3 2 0 6 2
split_gain=1.54907 1.07932 1.14884 1.29209 0.858153 0.82896 0.623316 0.616069 0.431233 1.26488 0.42359 0.531383 0.511794 0.537005 0.579882 0.445747 0.557383 0.411658 0.404624 0.372618 0.372527 0.349108 0.341916 0.577883 0.309168 0.439081 0.36496 0.298116 0.297364 0.296193
threshold=0 1 2 40.250000000000007 3 5.5000000000000009 4 321.00000000000006 147.50000000000003 39.500000000000007 2020.5000000000002 5 2024.5000000000002 6 7 8 9 49.500000000000007 10 15.500000000000002 1977.5000000000002 70.500000000000014 35.850000000000009 1.5000000000000002 11 2013.5000000000002 26.500000000000004 35.250000000000007 12 14.500000000000002
decision_type=9 9 9 10 9 8 9 8 10 10 8 9 8 9 9 9 9 10 9 10 10 8 10 10 9 10 10 10 9 10
left_child=1 27 3 21 -2 -4 8 10 9 20 24 12 -12 17 -15 16 -13 -14 -16 -18 -7 -3 23 -9 25 26 -6 -1 -26 -8
right_child=4 2 5 -5 7 6 29 22 -10 -11 11 15 13 14 18 -17 19 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=1.5886229774269117e-05 -1.0748104421427144e-05 1.488452354748216e-05 4.7479484110566024e-05 5.5716587410576962e-06 0.00048759275449807975 5.2096276675823545e-05 -0.00049805996786475104 -7.1229972408629698e-05 -1.6075810893010665e-05 4.5301853388434943e-05 0.00011839134429886371 2.4045054660324126e-05 1.6542853312842473e-05 -5.9463585323964668e-06 1.9379971892521149e-05 -4.0572134617948425e-05 -0.00013527786551574311 4.1947643838547069e-05 3.8588116456632573e-06 6.6720188677983512e-06 -3.5355105283562517e-05 4.3596693883805673e-05 4.22197533173984e-05 2.3150680019314918e-06 -4.8470142084477732e-06 -0.00010471724375591407 -0.00022104681158333826 -1.5058701885995699e-05 -8.2494001068627039e-05 2.2036881279855978e-06
leaf_weight=33 245 32 28 44 32 106 39 27 40 40 31 119 71 245 115 384 57 30 329 210 27 27 97 29 150 34 39 80 157 62
leaf_count=33 245 32 28 44 32 106 39 27 40 40 31 119 71 245 115 384 57 30 329 210 27 27 97 29 150 34 39 80 157 62
internal_value=0.000528377 0.00240422 0.00328947 0.00691228 8.12594e-05 0.002017 0.00147301 0.000339639 0.002625 0.00360919 0.000153692 0.000449748 0.00114904 0.000960808 0.000519999 -0.000307299 0.000644835 0.00353571 0.00137143 -0.00038849 0.00170149 0.0114 0.00277922 0.000280701 -0.000987894 0.000862068 0.00272222 -0.00106452 -0.00159749 -0.00110714
internal_weight=2959 558 445 103 2401 342 314 2156 213 173 2003 1591 821 790 689 770 386 101 444 267 133 59 153 56 412 105 71 113 307 101
internal_count=2959 558 445 103 2401 342 314 2156 213 173 2003 1591 821 790 689 770 386 101 444 267 133 59 153 56 412 105 71 113 307 101
cat_boundaries=0 17 18 20 38 40 42 51 52 63 64 66 67 68
cat_threshold=268435457 268435584 1073741824 8704 2 8192 0 268443648 2048 8240 0 128 16 0 67108864 0 4240 16780576 0 8228 0 1 536870912 2097152 524320 64 0 0 33554432 0 32 0 0 268435456 0 32 1073741824 128 0 18432 32772 1049600 0 0 0 4 0 0 0 131072 65536 136 0 0 67108864 0 0 0 131072 131072 0 0 8192 51266 83959808 32 67241056 86
is_linear=0
shrinkage=0.04


Tree=842
num_leaves=31
num_cat=10
split_feature=4 2 8 8 12 2 2 0 15 6 2 3 2 11 15 2 6 4 2 12 2 4 2 0 3 3 6 3 2 2
split_gain=1.16233 1.57206 1.03083 0.774571 0.463349 0.432793 0.706234 0.471835 0.396175 0.438983 0.626555 0.619938 0.701046 0.341697 0.339999 0.435647 0.560169 0.37499 0.327822 0.30789 0.325666 0.294833 0.238029 0.23417 0.231178 0.30481 0.269045 0.226113 0.336275 0.443513
threshold=5039060000.000001 38.500000000000007 0 1 2 45.500000000000007 50.500000000000007 35.850000000000009 3 4 100.50000000000001 2005.5000000000002 3.5000000000000004 5 6 10.500000000000002 7 199.50000000000003 277.00000000000006 8 10.500000000000002 8400.0000000000018 58.500000000000007 42.250000000000007 2015.5000000000002 2003.5000000000002 9 2001.5000000000002 136.50000000000003 84.500000000000014
decision_type=10 8 9 9 9 10 10 10 9 9 8 8 10 9 9 10 9 10 10 9 8 8 8 10 10 10 9 10 10 10
left_child=2 -2 19 18 5 14 -7 -8 9 -6 11 -11 -13 -14 -5 16 -16 23 22 20 -1 -10 -4 -18 25 26 -17 28 29 -9
right_child=1 -3 3 4 8 6 7 27 21 10 -12 12 13 -15 15 24 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7253922288586339e-05 1.5180834332148544e-05 7.7842126723739337e-07 8.1887460614959295e-06 -3.5026630555298351e-05 -2.0448804689875492e-05 5.7071943868584002e-05 -9.2831898813410709e-06 0.00021509032103997556 3.3278553504519571e-05 1.5000496076702596e-05 7.9010975653289256e-05 9.0393186882167226e-05 -7.5903521014491568e-05 8.6274837715022334e-06 -0.00012690545961113341 8.998875930298298e-06 3.0167280684264257e-05 -0.00011985749591494056 4.2058775747847181e-05 -3.7905275189964732e-05 -2.4074412735573088e-06 -3.1302044612535264e-05 -0.00075602294777063342 7.3804655711287918e-06 -0.002894312090372659 5.780598978715534e-05 -0.00013162680215677433 2.056322906701564e-05 1.1726241710085294e-05 -0.0012935292869048136
leaf_weight=32 45 71 192 108 145 34 97 34 65 32 46 39 131 201 105 133 127 27 25 260 88 552 29 26 25 60 131 37 41 26
leaf_count=32 45 71 192 108 145 34 97 34 65 32 46 39 131 201 105 133 127 27 25 260 88 552 29 26 25 60 131 37 41 26
internal_value=0.000331871 0.00423932 0.000171287 0.000471157 0.000229287 0.000857142 0.00223704 0.00144068 -0.000297873 0.000436363 0.00105217 0.000564355 9.67732e-05 -0.000504505 0.000366082 0.000719379 0.00188811 0.00314136 0.00255253 -0.00173913 -8.73595e-10 -0.001 0.00214414 0.00407792 -0.000217144 7.38452e-05 -0.000513208 0.00293525 0.00192157 -9.3804e-10
internal_weight=2964 116 2848 2468 2222 1011 269 235 1211 594 449 403 371 332 742 634 285 180 246 380 120 617 221 153 349 324 264 138 101 60
internal_count=2964 116 2848 2468 2222 1011 269 235 1211 594 449 403 371 332 742 634 285 180 246 380 120 617 221 153 349 324 264 138 101 60
cat_boundaries=0 29 59 61 62 63 65 66 67 68 69
cat_threshold=0 2048 0 134217728 0 0 0 0 1 32768 0 133120 8256 512 0 0 0 0 33554432 2048 256 0 0 8 0 32768 0 0 128 268435456 10 4 0 0 0 0 0 0 0 0 4 0 0 268435456 0 0 0 0 8192 0 0 0 0 0 0 64 0 524288 4096 84085762 2 67633152 276 4 2147483648 2281701376 86 67149888 200
is_linear=0
shrinkage=0.04


Tree=843
num_leaves=31
num_cat=13
split_feature=8 7 12 7 12 3 0 8 4 1 12 7 11 3 3 12 0 1 17 4 11 3 3 12 0 4 4 5 0 0
split_gain=1.49323 1.20958 0.962692 0.713177 0.829011 0.773625 0.651281 0.638748 0.467408 0.71365 0.411519 0.600692 0.391831 0.818317 0.443353 0.417416 0.381975 0.361589 0.302878 0.364937 0.56878 0.271639 0.237401 0.236241 0.230488 0.173492 0.167896 0.193771 0.162027 0.156932
threshold=0 1 2 3 4 2015.5000000000002 39.07500000000001 5 481.00000000000006 5.5000000000000009 6 7 8 2013.5000000000002 2011.5000000000002 9 37.250000000000007 5.5000000000000009 10 3841755000.0000005 11 2002.5000000000002 2018.5000000000002 12 35.850000000000009 3500075000.0000005 425.00000000000006 1.5000000000000002 40.250000000000007 14.500000000000002
decision_type=9 9 9 9 9 10 10 9 10 8 9 9 9 8 8 9 10 8 9 10 9 10 10 9 8 8 10 8 10 10
left_child=7 2 -2 -3 16 6 23 -1 9 -4 11 17 13 -8 21 -16 -5 -9 28 20 26 -14 -7 -6 -25 -22 27 -20 -17 -13
right_child=1 3 8 4 5 22 12 10 -10 -11 -12 29 14 -15 15 18 -18 -19 19 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.5968909044410287e-05 5.9071717697006862e-08 -1.8792265076212586e-05 4.8679194765244622e-05 0.0032500293003608909 -0.00013414212849323975 9.4147296952887727e-05 1.3522295562418475e-05 2.0044605102486689e-05 0.00013469247900756303 -3.6160743055960146e-06 -1.090490457535785e-05 -0.00020636130732843198 6.4664790660031416e-06 3.0514420161610215e-06 -3.1041763649070895e-05 7.9479769236865777e-05 1.4846836224249335e-05 0.00010670449585479205 8.8545987017066349e-06 1.5056429963152372e-05 1.7394354797708837e-06 -3.7012566555611708e-05 1.9393300977900387e-05 3.5546254337990952e-06 -0.00083152132548405984 -0.0014734376663603182 -4.6280599679034122e-06 1.4462845489072559e-05 8.6474903378689494e-05 -6.6238690715444031e-07
leaf_weight=108 121 216 130 37 103 33 46 107 28 42 384 57 79 87 100 37 77 41 32 43 25 69 67 81 37 83 50 233 64 301
leaf_count=108 121 216 130 37 103 33 46 107 28 42 384 57 79 87 100 37 77 41 32 43 25 69 67 81 37 83 50 233 64 301
internal_value=0.000386433 0.00103573 0.00324096 0.000573912 0.000909612 0.000596874 0.00031111 -0.000864223 0.00492891 0.00434682 -0.000488347 0.000263055 0.000767122 0.00269444 0.000411621 0.000856286 0.004032 0.00231446 0.00126644 0.000788259 0.000443395 -0.00155705 0.0039604 -0.00163964 -0.000248063 -0.00194958 0.00128834 0.00172932 0.00317857 -0.000628727
internal_weight=2918 1920 321 1599 1383 1269 1169 998 200 172 890 506 948 133 815 667 114 148 567 466 423 148 100 221 118 108 315 265 101 358
internal_count=2918 1920 321 1599 1383 1269 1169 998 200 172 890 506 948 133 815 667 114 148 567 466 423 148 100 221 118 108 315 265 101 358
cat_boundaries=0 26 43 45 62 63 85 87 99 101 102 103 104 106
cat_threshold=1073741840 1048584 0 134217728 2147483648 0 0 0 1 0 0 33554432 8256 1048576 0 4096 0 0 33554432 10240 2147483904 524288 20971520 0 0 16384 268435456 129 1107296256 512 0 0 0 139264 0 8224 32768 0 16 0 0 0 4240 17859872 32 0 0 67108864 2099204 524288 0 33554432 0 33554432 134217728 8192 256 67108864 268435456 0 0 1073741824 17826816 0 1048576 0 134217728 0 0 0 0 0 0 0 33554432 64 1048576 0 0 0 0 33554432 2048 2147483648 524288 67332128 32 0 0 0 4 0 0 131072 0 0 0 0 128 49152 1024 133408 49 4 81922 32
is_linear=0
shrinkage=0.04


Tree=844
num_leaves=31
num_cat=19
split_feature=7 12 8 7 12 11 1 6 9 3 1 6 11 6 1 15 1 9 18 1 12 5 12 3 13 12 3 5 12 1
split_gain=1.42187 0.906671 0.873015 0.907243 0.901166 0.663768 1.11836 0.7439 0.603486 0.412935 0.446072 0.378914 0.357007 0.363733 0.339188 0.278195 0.27567 0.242064 0.466561 0.227209 0.403622 0.220761 0.214589 0.209915 0.188438 0.175839 0.24051 0.162323 0.167663 0.15932
threshold=0 1 2 3 4 5 5.5000000000000009 6 7 2001.5000000000002 2.5000000000000004 8 9 10 5.5000000000000009 11 5.5000000000000009 12 13 5.5000000000000009 14 1.0000000180025095e-35 15 2000.5000000000002 16 17 1989.5000000000002 10.500000000000002 18 4.5000000000000009
decision_type=9 9 9 9 9 9 10 9 9 10 10 9 9 9 10 9 8 9 9 10 9 10 9 10 9 9 10 8 9 10
left_child=1 16 25 -4 12 8 7 9 22 10 -7 14 13 23 -10 -15 -1 -3 -19 20 -13 -12 -6 -5 -22 26 -2 -14 29 -29
right_child=2 17 3 4 5 6 -8 -9 11 -11 21 19 27 15 -16 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.6802540159769616e-06 7.8382012962352033e-08 8.2211713773247694e-06 -1.3237453771614821e-05 7.6804549290850115e-06 8.6558135904976248e-06 1.3267719761107e-05 8.9596079809752801e-05 1.3419385841017666e-07 5.4203794498594031e-06 6.9703726012921338e-05 1.1322195874235499e-06 -2.9041754885483491e-05 -0.0025208408762332586 -5.0811573956230144e-05 -0.00010333223912018408 1.886435861268433e-06 -4.9378753784878885e-06 1.9273890213050336e-05 5.6789234506572704e-05 5.9514723343882892e-05 0.00013029026533955892 2.9954080479331364e-05 -0.00010860493225808223 0.00013405845221927887 7.435511290518315e-06 -0.00011505964878823037 -4.1569949144777139e-05 -0.0001011503949638809 -6.7818417580077633e-05 2.3757866166209212e-06
leaf_weight=79 81 156 246 73 130 27 35 175 183 28 63 112 32 112 31 100 41 36 64 68 107 27 145 29 121 170 27 60 220 182
leaf_count=79 81 156 246 73 130 27 35 175 183 28 63 112 32 112 31 100 41 36 64 68 107 27 145 29 121 170 27 60 220 182
internal_value=0.000364741 0.00262532 2.46619e-05 0.000283124 0.000560115 0.00122882 0.00267759 0.00199377 0.000629955 0.00397436 0.00315254 0.00131438 -0.000478633 0.000566153 -7.1112e-05 -0.00039462 -0.000305344 0.00395506 0.00576576 0.00202387 0.00164223 0.00175824 -0.000909092 0.00240708 0.00254393 -0.00204844 -0.000605043 -0.00114059 -0.000967604 -0.000189724
internal_weight=2960 376 2584 2306 2060 1252 355 320 897 145 117 622 808 314 214 212 120 256 100 408 340 90 275 102 228 278 108 494 462 242
internal_count=2960 376 2584 2306 2060 1252 355 320 897 145 117 622 808 314 214 212 120 256 100 408 340 90 275 102 228 278 108 494 462 242
cat_boundaries=0 18 20 49 66 68 71 72 74 75 77 78 79 81 82 83 84 85 86 88
cat_threshold=0 144 0 0 2 8192 0 0 0 402661408 32768 128 16 0 67108864 0 4112 256 16974112 2 1073741840 1048580 0 0 0 0 0 0 0 0 0 33687552 64 0 0 0 0 0 4096 0 2147483904 0 0 0 0 0 0 0 128 268435456 0 68157440 2097152 524320 64 33554432 268435456 33554432 0 8192 0 0 0 0 0 128 1060128 32 36 0 524288 448 0 20612 448 4 2147484672 6 67108864 0 14336 4 67207168 67108866 12 1091648 9216 32
is_linear=0
shrinkage=0.04


Tree=845
num_leaves=31
num_cat=9
split_feature=8 12 5 0 2 2 11 12 2 2 3 2 8 5 2 9 6 5 2 2 3 9 2 2 12 2 3 2 2 2
split_gain=0.778846 0.761775 0.782731 0.669699 0.58542 0.474118 0.395176 0.330823 0.491636 0.438496 0.320599 0.304035 0.298704 0.328245 0.352586 0.304326 0.386697 0.304122 0.28872 0.317988 0.285372 0.329202 0.293726 0.26738 0.258623 0.269967 0.229081 0.227061 0.444924 0.429788
threshold=0 1 1.5000000000000002 32.500000000000007 45.500000000000007 5.5000000000000009 2 3 101.50000000000001 4128.5000000000009 2020.5000000000002 71.500000000000014 4 1.5000000000000002 79.500000000000014 5 6 2.5000000000000004 63.500000000000007 52.500000000000007 2002.5000000000002 7 25.500000000000004 12.500000000000002 8 9.5000000000000018 2000.5000000000002 2583.5000000000005 151.50000000000003 54.500000000000007
decision_type=9 9 8 10 8 8 9 9 10 8 8 10 9 8 8 9 9 8 10 10 8 9 10 10 9 10 8 8 10 10
left_child=1 4 -3 -4 10 -5 -2 9 12 11 -1 20 17 -14 15 23 26 -9 19 -18 -8 24 -23 -15 -22 -26 -17 28 29 -7
right_child=6 2 3 5 -6 27 7 8 -10 -11 -12 -13 13 14 -16 16 18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00015442269154647303 -3.3508411260915326e-06 -1.8185389346664921e-05 6.2148617134464532e-05 -2.0368922812276086e-05 -2.4995872146474943e-05 8.7552127300329028e-06 0.00051617622367455395 8.8539335685271389e-06 2.6799599881283684e-05 1.4708319590627048e-05 1.1749893246936825e-05 -4.409482818694957e-05 -2.2648214407354261e-05 4.3661740999482627e-06 -1.9853031469427661e-05 -0.00030861977958227368 6.3586544661247413e-06 -1.0238668861328217e-05 0.00031087426370767662 -0.0021533380416039931 -0.00039408861739887699 -9.8646882342760244e-06 3.3049990625428904e-05 -0.0010629419860104692 -0.0001203213940056382 2.079399104067664e-06 7.4755472774114967e-05 5.0775195922344647e-05 -5.8456938756895357e-05 2.1273551241611318e-05
leaf_weight=30 218 55 56 36 96 131 26 26 101 44 149 139 56 75 155 26 396 97 28 42 139 134 41 64 62 163 215 35 25 49
leaf_count=30 218 55 56 36 96 131 26 26 101 44 149 139 56 75 155 26 396 97 28 42 139 134 41 64 62 163 215 35 25 49
internal_value=0.000221305 0.00141456 0.00254271 0.00333934 -0.000209791 0.00251263 -0.000136405 4.11755e-05 0.00043034 -0.000621872 0.00113333 -0.00087376 0.000203217 0.00042322 0.000594809 0.000916174 0.00124234 -0.00158209 0.000536687 0.000291571 -0.000459365 -0.00065926 0.000752687 -0.000773334 -0.00132267 -0.00042373 0.00252381 0.00315353 0.00262136 0.00331492
internal_weight=2909 662 387 332 275 276 2247 2029 1281 748 179 704 1180 1057 1001 846 707 123 466 438 565 539 175 139 364 225 241 240 205 180
internal_count=2909 662 387 332 275 276 2247 2029 1281 748 179 704 1180 1057 1001 846 707 123 466 438 565 539 175 139 364 225 241 240 205 180
cat_boundaries=0 30 32 35 36 59 61 62 64 65
cat_threshold=1342177280 8 4 0 0 0 0 2147483648 0 32768 0 2052 2048 1536 0 0 0 0 4096 8192 128 0 0 8 0 32768 64 0 524288 4096 1248512 34 0 1024 524288 83920224 0 0 0 0 0 1 262144 0 0 0 0 0 8192 0 0 0 0 0 0 2048 0 0 4194304 1 20 326 0 2224 33024
is_linear=0
shrinkage=0.04


Tree=846
num_leaves=31
num_cat=14
split_feature=7 8 7 11 8 12 4 4 0 11 7 12 4 0 0 4 12 12 12 5 0 0 1 0 5 6 4 1 6 0
split_gain=1.14779 0.933587 0.702871 0.747907 0.640653 0.522365 0.621983 0.498247 0.521498 0.368849 0.559172 0.685059 0.615385 0.435951 0.489753 0.433648 0.372625 0.336362 0.310574 0.491029 0.301643 0.246571 0.246092 0.212251 0.207978 0.231024 0.176614 0.160653 0.152902 0.140112
threshold=0 1 2 3 4 5 1868495000.0000002 8048725000.000001 42.710000000000008 6 7 8 54014.000000000007 14.500000000000002 23.500000000000004 6789.5000000000009 9 10 11 5.5000000000000009 31.500000000000004 14.500000000000002 5.5000000000000009 40.250000000000007 1.5000000000000002 12 3841755000.0000005 5.5000000000000009 13 35.250000000000007
decision_type=9 9 9 9 9 9 10 8 10 9 9 9 8 10 10 8 9 9 9 8 10 10 8 10 8 9 10 8 9 10
left_child=20 -2 3 7 27 28 9 -3 -9 15 11 21 -12 -13 -15 -7 -14 -5 24 -20 -1 -11 -19 -21 -17 -26 -22 -4 -6 -18
right_child=1 2 4 17 5 6 -8 8 -10 10 12 13 16 14 -16 18 29 22 19 23 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.0245826505981372e-05 -1.797053369568011e-05 2.322504363697415e-05 3.6120369173456609e-05 2.126783513451019e-05 -0.00017672750980727799 -2.7799003650789831e-05 2.1096821597257105e-05 1.3262145758009847e-05 -7.2308318347551689e-05 -0.0020637138643773106 3.9397528512590668e-05 -3.5486971091256506e-05 -4.4044743475997103e-05 6.3805982336846568e-05 -4.3462369820351431e-06 -5.7285104607559368e-05 -7.342421509264173e-05 -7.4820279450220632e-07 2.4126076721069811e-05 4.4729370127761392e-05 -2.4815958797154266e-05 -3.3042555908695684e-07 -0.00082175473837421925 -0.00043241326134695475 2.9334988719689309e-05 2.496844944905955e-06 -3.4873030110378243e-06 6.3318806666312406e-06 -1.3200795162052585e-05 4.2011973037970374e-06
leaf_weight=46 141 30 72 122 114 106 54 131 30 30 36 38 214 91 38 42 41 75 79 235 264 202 32 42 102 274 37 30 131 101
leaf_count=46 141 30 72 122 114 106 54 131 30 30 36 38 214 91 38 42 41 75 79 235 264 202 32 42 102 274 37 30 131 101
internal_value=0.000375712 0.000661119 0.000843787 0.00232018 0.000533844 0.000363452 0.000610598 0.00413861 0.0034321 0.000476076 -0.000154614 0.000887804 -0.00121092 0.00276404 0.00403077 0.00103255 -0.0017479 0.000683332 0.0013729 0.00222343 -0.00175419 -0.00052675 -0.000915255 0.00148201 0.000578088 0.000891246 -0.0022649 0.00346903 -0.00132813 -5.22885e-05
internal_weight=2980 2633 2492 420 2072 1970 1725 191 161 1671 791 399 392 167 129 880 356 229 774 356 347 232 107 277 418 376 301 102 245 142
internal_count=2980 2633 2492 420 2072 1970 1725 191 161 1671 791 399 392 167 129 880 356 229 774 356 347 232 107 277 418 376 301 102 245 142
cat_boundaries=0 18 45 63 66 80 81 83 100 102 104 106 108 109 110
cat_threshold=0 16 537141248 2884096 32 0 0 268443648 0 16 0 128 268435584 268435456 0 0 1073741840 128 1073741824 0 0 0 65536 0 0 0 1 0 0 0 64 0 0 0 0 0 33554432 2048 0 0 4194304 0 0 0 64 131075 128 1073741824 8192 2 134225984 0 0 65536 134225920 0 0 16 0 67108864 32 128 512 16388 0 524288 0 8 4 0 2147483648 0 0 0 0 0 0 0 8192 512 1049632 49156 2147484160 0 0 67108864 0 0 0 131072 131072 0 0 0 0 0 0 0 0 4096 229634 32 75842 32 180290 32 16802050 32 72 24
is_linear=0
shrinkage=0.04


Tree=847
num_leaves=31
num_cat=14
split_feature=7 7 1 11 14 12 1 0 9 12 0 12 3 1 6 12 11 0 13 0 0 9 3 0 0 3 0 1 12 1
split_gain=1.14232 0.70531 0.774089 0.953888 0.383089 0.365127 0.323623 0.614223 0.317324 0.87657 0.748381 0.426545 0.510465 0.424609 0.386143 0.450215 0.477003 0.338511 0.293847 0.28797 0.283411 0.271424 0.286224 0.290212 0.24962 0.227579 0.225296 0.21328 0.18546 0.162372
threshold=0 1 4.5000000000000009 2 3 4 3.5000000000000004 9.5000000000000018 5 6 43.675000000000004 7 1984.5000000000002 5.5000000000000009 8 9 10 39.07500000000001 11 15.500000000000002 38.57500000000001 12 2008.5000000000002 18.500000000000004 35.600000000000009 2013.5000000000002 36.400000000000006 5.5000000000000009 13 5.5000000000000009
decision_type=9 9 8 9 9 9 10 10 9 9 10 9 10 8 9 9 9 10 9 10 8 9 10 10 10 10 10 10 9 10
left_child=21 2 -2 -4 6 19 7 -3 14 -10 11 13 20 -11 17 18 25 -7 -16 -6 -13 22 23 -1 -20 -17 29 -21 -19 -5
right_child=1 4 3 26 5 8 -8 -9 9 10 -12 12 -14 -15 15 16 -18 28 24 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.8605971198342122e-05 7.8427517157038927e-05 3.5290596253516235e-06 1.8175783455239267e-05 4.2662468153179127e-06 5.507792288986204e-05 -0.00034253085319626566 -2.9238619373277686e-05 0.00042584097011495015 -9.4144271323113077e-05 -1.905072750734104e-05 3.9680140497279622e-05 2.9016664033057552e-05 0.00026491569509231081 3.8411905914052638e-05 3.6108800632787842e-06 -2.8926040890889805e-07 -3.3638504048398904e-05 -0.00021725020749750377 3.860143407976835e-07 1.2761774991730113e-05 1.6670584178407621e-07 -3.4295522069407273e-05 -0.00041619867402949319 1.7188394430719249e-05 2.6804493781628476e-05 9.9633490939038228e-05 -4.6817907295036148e-06 -0.00016814216064635798 -4.4021141437497359e-06 -3.3027692910736419e-05
leaf_weight=43 28 71 146 58 53 92 53 28 125 236 57 44 27 49 159 265 131 115 47 143 78 188 37 163 57 25 80 37 250 31
leaf_count=43 28 71 146 58 53 92 53 28 125 236 57 44 27 49 159 265 131 115 47 143 78 188 37 163 57 25 80 37 250 31
internal_value=0.0002386 0.000568909 0.00222599 0.00170886 0.000293543 0.000139929 0.00215951 0.00364 -6.10869e-05 0.000663476 0.00142629 0.000882758 0.002525 -6.75685e-05 -0.000454862 0.000149639 -0.000657408 -0.00134188 0.00141606 0.00159016 0.00156097 -0.00163801 -0.000677166 -0.000115943 0.0029913 0.00026578 -0.000422223 0.000883977 -0.000819673 0.000933332
internal_weight=2916 2485 343 315 2142 1990 152 99 1757 616 491 434 149 285 1141 684 421 457 263 233 122 431 243 206 104 290 169 180 365 89
internal_count=2916 2485 343 315 2142 1990 152 99 1757 616 491 434 149 285 1141 684 421 457 263 233 122 431 243 206 104 290 169 180 365 89
cat_boundaries=0 17 35 38 39 40 42 44 45 46 47 48 49 51 52
cat_threshold=268451843 1 536879104 526340 0 0 0 268435456 0 134217728 32800 2097600 16 268435456 0 0 1073741824 131072 268435584 0 8192 2 8192 0 0 2048 268443648 0 0 0 0 67108864 32 16 384 16388 0 524288 17 16786432 1073742080 10244 1114144 2 180226 452 1278016 36 10 0 18448 67143744
is_linear=0
shrinkage=0.04


Tree=848
num_leaves=31
num_cat=16
split_feature=8 7 12 7 12 9 15 9 0 13 12 6 11 6 4 12 0 12 4 11 1 0 4 0 5 0 0 5 4 1
split_gain=1.13705 1.34412 1.38481 0.79815 0.743465 0.771435 0.76326 0.654986 0.790476 0.637122 0.832215 0.586842 0.358339 0.346832 0.523588 0.325453 0.2986 0.294049 0.358641 0.269373 0.380809 0.349063 0.344513 0.465841 0.260748 0.228334 0.22176 0.19942 0.178232 0.424902
threshold=0 1 2 3 4 5 6 7 36.900000000000006 8 9 10 11 12 107371.50000000001 13 35.250000000000007 14 21074995000.000004 15 2.5000000000000004 44.07500000000001 9950.0000000000018 43.675000000000004 1.0000000180025095e-35 25.500000000000004 30.500000000000004 22.500000000000004 48265265000.000008 5.5000000000000009
decision_type=9 9 9 9 9 9 9 9 8 9 9 9 9 9 8 9 10 9 8 9 10 10 8 10 10 10 10 8 8 8
left_child=9 2 12 17 7 -6 11 8 -5 10 -1 -7 25 15 -15 -9 -16 18 -3 22 -21 -22 -8 24 -24 -2 -19 -18 -4 -30
right_child=1 3 28 4 5 6 19 13 -10 -11 -12 -13 -14 14 16 -17 27 26 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.5616581616175691e-05 8.635401759677828e-07 -0.00065343185545609062 5.8901334109287448e-05 0.00042791842887421642 -7.5798406522003897e-06 8.282268173340405e-05 2.796232028316498e-07 -1.8064666332043246e-06 -1.0804330027772304e-06 2.6907281685435016e-05 -2.4070906857903968e-05 -0.00014950422242285643 -2.9362121465036567e-05 -9.7237973728268905e-05 -0.00070702552376309736 -5.8233518880063885e-05 8.8443517035336183e-06 -1.1261531534288178e-05 1.9781652316030865e-05 3.7474437466346677e-05 -5.6065876278556477e-05 4.4637363357153962e-05 0.00030702844487143037 -1.1311784950655922e-07 0.000184811562763142 5.2391310802276406e-05 -0.00014626626707581742 3.2530478331149146e-06 4.0448986258715535e-05 6.6772852101500764e-06
leaf_weight=102 73 34 30 55 123 151 29 127 157 140 121 161 108 67 35 303 55 81 109 64 102 36 60 28 55 33 185 162 107 47
leaf_count=102 73 34 30 55 123 151 29 127 157 140 121 161 108 67 35 303 55 81 109 64 102 36 60 28 55 33 185 162 107 47
internal_value=0.000367221 6.64596e-05 0.00217115 -0.000326942 4.49176e-05 0.000931706 0.00145767 -0.000703705 0.00121973 0.00242781 0.000974358 -2.47687e-05 -7.1112e-05 -0.0012579 -0.000230304 -0.00199547 0.00060079 -0.00189524 -0.000337663 0.00265974 0.00146479 0.000345323 0.00389071 0.00491667 0.00603448 0.00150427 -0.00268592 0.00115596 0.0046359 0.00428387
internal_weight=2940 2577 398 2179 1770 809 686 961 212 363 223 312 214 749 319 430 252 409 143 374 202 138 172 143 115 106 266 217 184 154
internal_count=2940 2577 398 2179 1770 809 686 961 212 363 223 312 214 749 319 430 252 409 143 374 202 138 172 143 115 106 266 217 184 154
cat_boundaries=0 27 45 47 64 65 67 68 70 71 72 73 75 76 77 78 81
cat_threshold=268435456 2050 0 0 1073741824 1 0 2147483648 0 32768 0 0 2048 0 268435456 0 0 0 4096 0 256 0 0 0 0 49152 64 131072 268435584 1107296256 0 0 64 131072 0 0 16 0 128 16 0 67108864 0 0 128 17925376 32 0 0 1048576 2048 32 134217728 0 0 33622016 0 8224 256 128 268435456 0 0 1073741824 158050 0 148 67108864 1 16404 10 172034 326 16416 1024 140 26624 1048674 32772 0 524288
is_linear=0
shrinkage=0.04


Tree=849
num_leaves=31
num_cat=10
split_feature=7 8 7 12 12 0 2 12 4 3 5 1 2 3 2 1 4 6 2 0 11 2 12 4 11 0 2 2 0 2
split_gain=1.37481 0.967195 1.0434 0.676257 0.539043 0.536538 0.485446 0.453 0.534864 0.485475 0.711729 0.426428 0.424648 0.390919 0.366526 0.297763 0.296117 0.220853 0.270167 0.269936 0.211136 0.729438 0.205833 0.360175 0.44843 0.721275 0.340823 0.711023 0.288034 0.201407
threshold=0 1 2 3 4 23.500000000000004 129.50000000000003 5 141.00000000000003 1998.5000000000002 3.5000000000000004 5.5000000000000009 4.5000000000000009 2019.5000000000002 19.500000000000004 5.5000000000000009 5828530000.000001 6 5.5000000000000009 38.20000000000001 7 67.500000000000014 8 2331015000.0000005 9 32.500000000000007 39.500000000000007 59.500000000000007 16.750000000000004 29.500000000000004
decision_type=9 9 9 9 9 10 10 9 8 10 8 10 10 10 8 8 8 9 8 10 9 8 9 8 9 10 8 10 10 10
left_child=3 4 -3 15 5 -2 22 9 -9 10 -4 14 -5 17 -7 -1 -14 18 -10 -20 21 -19 23 -6 -25 -26 28 -28 -24 -21
right_child=1 2 7 12 6 11 -8 8 13 -11 -12 -13 16 -15 -16 -17 -18 20 19 29 -22 -23 26 24 25 -27 27 -29 -30 -31
leaf_value=-4.6951042939653574e-05 -2.4278782881923819e-05 -2.4796002449422089e-05 9.7175525370829838e-06 5.7367769654438944e-06 1.4736856247023257e-05 2.7335497039690715e-05 5.0261085106363219e-05 5.2853814619049012e-06 0.0032025418595563273 0.00012802399149409294 -6.5278663164747289e-06 3.3810751404753641e-05 3.8308229304710575e-05 3.3664034553028741e-05 -2.5169885396953138e-05 3.0053109515917985e-06 7.2690767654493964e-05 -1.2479251765287417e-05 -3.3860446099764711e-05 -6.5967960441502913e-06 -2.6100215497593976e-05 3.6629696158170191e-05 -9.1137762274664768e-05 -5.2657683688640946e-05 6.3408378038753594e-05 -9.4983356991793692e-07 6.236026032070185e-05 1.726219519684726e-06 9.6423307955207662e-05 3.1682904939174254e-05
leaf_weight=71 232 355 52 58 26 56 29 26 30 61 148 33 32 54 93 43 155 77 26 80 717 27 70 118 32 72 47 49 48 33
leaf_count=71 232 355 52 58 26 56 29 26 30 61 148 33 32 54 93 43 155 77 26 80 717 27 70 118 32 72 47 49 48 33
internal_value=0.000216875 -0.000109148 -0.000674132 0.0024973 0.000938864 -0.000131766 0.0018247 -0.000152013 -0.00051804 0.00130882 0.000398009 0.00148634 0.00367187 -0.00066603 0.000559999 -0.000128001 0.00474468 -0.00084763 0.000466666 -0.000257144 -0.00111058 0.000556521 0.0015378 0.000648648 0.000143497 0.00194783 0.00241778 0.00428866 0.00107563 0.00059649
internal_weight=2950 2591 1686 359 905 414 491 1331 1070 261 200 182 245 1044 149 114 187 990 169 139 821 104 462 248 222 104 214 96 118 113
internal_count=2950 2591 1686 359 905 414 491 1331 1070 261 200 182 245 1044 149 114 187 990 169 139 821 104 462 248 222 104 214 96 118 113
cat_boundaries=0 18 47 64 65 67 69 70 72 73 76
cat_threshold=268435456 268435584 34603008 8196 2 0 0 268443648 0 16 8192 128 0 0 67108864 0 0 768 268435456 2048 4 0 0 1 0 2147483648 0 0 0 133120 0 1536 0 4096 0 0 4096 0 128 0 16777216 0 0 32768 0 0 524288 0 32 536870912 526336 524288 8256 33685504 131072 33619968 0 0 0 0 0 0 0 1073741840 17892672 67209472 32 67306496 2 66 32800 1536 1180738 32 0 524288
is_linear=0
shrinkage=0.04


Tree=850
num_leaves=31
num_cat=10
split_feature=7 8 3 11 8 3 7 4 9 1 0 6 0 3 1 0 4 3 4 4 13 3 4 0 7 3 6 0 0 3
split_gain=1.26054 0.811597 0.751162 0.602887 0.487977 0.353567 0.319351 0.366693 0.530361 0.349915 0.317498 0.305889 0.939048 0.273746 0.287201 0.26039 0.317437 0.24573 0.242011 0.616161 0.20907 0.225212 0.197293 0.327652 0.196569 0.18529 0.25877 0.175037 0.162131 0.153167
threshold=0 1 2020.5000000000002 2 3 1991.5000000000002 4 2350.0000000000005 5 2.5000000000000004 18.500000000000004 6 43.675000000000004 2015.5000000000002 5.5000000000000009 26.500000000000004 1246835000.0000002 2000.5000000000002 15385520000.000002 1557465000.0000002 7 2012.5000000000002 8.0000000000000018 30.500000000000004 8 2011.5000000000002 9 40.250000000000007 35.600000000000009 2011.5000000000002
decision_type=9 9 10 9 9 8 9 10 9 10 10 9 10 10 10 10 10 10 10 10 9 8 10 8 9 10 9 10 10 8
left_child=15 29 3 10 18 -6 28 8 11 -10 -3 12 24 14 20 -1 -17 22 19 27 21 -13 23 -11 -8 26 -26 -5 -7 -2
right_child=1 2 -4 4 5 6 7 -9 9 17 -12 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.9247564445139938e-06 -2.4130766772392787e-05 2.2551976427055429e-05 9.0221116553942606e-05 1.8519283446508845e-05 4.0350768837086516e-05 2.2217721978935652e-05 1.1254085686934608e-05 -1.1830354847290891e-05 5.8761379088256509e-05 2.0760210362436188e-05 3.9555824985734312e-05 -7.5255809093050056e-05 4.287806531284364e-05 -0.00071654795012446521 -0.00028194459920208396 -7.2421216244908105e-05 1.1083137340918407e-06 2.4798469114708646e-05 -4.0723981118867528e-05 4.0515124589073305e-05 -8.3450277157350048e-06 3.5961282904686626e-05 5.7638433458929624e-05 -3.9936773774389858e-06 3.2728378490688541e-05 -9.866570749469013e-05 -4.7638896072267841e-06 -1.178565942337536e-05 6.9808346412266668e-06 -5.023237611759519e-06
leaf_weight=68 49 27 38 67 39 26 156 120 27 28 79 39 43 43 72 238 31 26 26 37 224 63 36 168 129 54 416 50 108 396
leaf_count=68 49 27 38 67 39 26 156 120 27 28 79 39 43 43 72 238 31 26 26 37 224 63 36 168 129 54 416 50 108 396
internal_value=0.000228453 0.000529841 0.000853159 0.000754752 0.000583664 0.000378555 0.000296795 0.000135346 0.000304261 0.00182432 0.00355555 -6.08009e-05 0.000405438 -0.000893806 -0.000581455 -0.00203448 -0.00265185 0.00142085 0.00251309 0.00325161 -7.33954e-05 0.00134513 0.000995707 0.000487309 7.93641e-05 -0.000255739 -3.6631e-05 0.00179661 0.00209655 -0.00100877
internal_weight=2923 2586 2141 2103 1997 1817 1778 1644 1524 285 106 1239 798 441 398 337 269 258 180 154 326 102 232 196 755 599 545 117 134 445
internal_count=2923 2586 2141 2103 1997 1817 1778 1644 1524 285 106 1239 798 441 398 337 269 258 180 154 326 102 232 196 755 599 545 117 134 445
cat_boundaries=0 13 40 42 72 89 91 92 93 110 111
cat_threshold=0 1 536879104 2623492 65568 8256 33554432 268435456 0 0 32800 0 67108992 1073741824 0 4 134217728 0 1 0 0 1 0 0 131072 10304 1048576 0 0 0 0 33554432 2048 384 0 4194304 8 0 32768 4 16384 2147483648 0 2048 0 0 0 0 0 0 0 32768 0 2048 0 512 0 0 0 0 0 0 0 0 0 0 0 16384 0 0 0 4096 268435456 0 0 0 0 0 0 8192 33554432 134217728 0 128 16 0 0 32 128 256 18596 78 4 0 0 0 0 0 0 131072 0 0 32 0 0 0 0 0 0 16 66
is_linear=0
shrinkage=0.04


Tree=851
num_leaves=31
num_cat=10
split_feature=7 8 2 12 0 8 0 7 12 3 2 4 2 2 3 2 8 12 0 2 2 7 2 3 12 2 2 2 3 4
split_gain=1.15774 0.904534 0.859462 0.856288 0.796695 0.633717 0.484779 0.474234 0.639161 0.526451 0.485859 0.667934 0.469213 0.693609 0.440512 0.438571 0.430219 0.360918 0.899646 0.395862 0.334327 0.332962 0.431523 0.332281 0.362006 0.445105 0.325089 0.442179 0.313938 0.313601
threshold=0 1 535.00000000000011 2 22.250000000000004 3 39.07500000000001 4 5 2015.5000000000002 147.50000000000003 9950.0000000000018 37.500000000000007 42.500000000000007 2003.5000000000002 1.5000000000000002 6 7 35.600000000000009 19.500000000000004 30.500000000000004 8 17.500000000000004 2009.5000000000002 9 74.500000000000014 15.500000000000002 11.500000000000002 2022.5000000000002 5544455000.000001
decision_type=9 9 10 9 10 9 10 9 9 10 10 10 10 10 8 10 9 9 8 8 8 9 8 10 9 10 10 8 8 10
left_child=-1 2 3 4 -2 -5 -6 23 10 21 11 12 16 -14 -15 -7 -9 20 -19 28 -18 22 -10 24 -3 -26 27 -8 -20 -17
right_child=1 7 -4 5 6 15 26 8 9 -11 -12 -13 13 14 -16 29 17 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.7380332972985619e-05 0.0006181719624159045 -1.8824932089163985e-05 2.3649731102678706e-05 -3.1848260576542451e-05 -6.062836439459519e-05 -3.6025748836178722e-05 5.1358834404307684e-05 -1.7962392647247271e-05 3.1031474544212717e-05 7.8653646290393605e-05 -0.00015408699448948062 9.2428540880337419e-06 0.00073359920799884702 2.6356500592058897e-05 -4.7616804380670359e-06 5.5328827759880333e-06 1.2049551086854027e-07 0.0044637297633318088 1.433215835417992e-05 5.296159965069927e-05 -0.00038902306358847911 -3.7623753849853603e-05 -1.0020407123120177e-05 1.5631651099609009e-05 9.5631829264238539e-06 -0.00016887489090191513 5.4880736623523778e-05 -8.9397874470853637e-05 -0.00029872935016427097 3.3362831394756456e-05
leaf_weight=339 33 105 37 107 52 35 41 105 41 62 79 46 35 35 130 180 269 33 25 42 36 505 120 29 190 29 76 42 49 33
leaf_count=339 33 105 37 107 52 35 41 105 41 62 79 46 35 35 130 180 269 33 25 42 36 505 120 29 190 29 76 42 49 33
internal_value=0.000231213 0.000519141 0.00181762 0.00147333 0.00323137 0.000163934 0.00243396 9.10922e-05 -0.000202096 -0.00107172 0.000518435 0.000818858 0.000531578 0.00218905 0.00108434 0.00126641 -6.42867e-05 0.000481719 0.002025 0.000478632 -0.000316457 -0.00141529 0.000209301 0.0013956 0.00105846 0.00193043 0.003525 0.0017619 -0.00128 0.002
internal_weight=2940 2601 636 599 244 355 211 1965 1612 728 884 805 759 200 165 248 559 454 149 116 305 666 161 353 324 219 159 83 74 213
internal_count=2940 2601 636 599 244 355 211 1965 1612 728 884 805 759 200 165 248 559 454 149 116 305 666 161 353 324 219 159 83 74 213
cat_boundaries=0 16 46 48 71 89 90 113 114 131 132
cat_threshold=268435456 1 605298688 2048 0 8192 0 536870912 33554432 32 0 64 268435456 268435456 0 32 268435456 2060 0 0 0 1 262144 2147483648 0 0 0 2048 2048 512 0 0 0 0 0 8192 256 0 4194304 0 0 268484608 0 0 0 4096 188480 32 0 12 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 256 0 4194304 131072 128 0 0 0 0 131072 8192 0 134217728 32768 128 16 0 0 0 128 256 83977474 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 16777216 67174402 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 1073745936 17875232
is_linear=0
shrinkage=0.04


Tree=852
num_leaves=31
num_cat=11
split_feature=8 15 0 2 2 12 8 2 10 2 2 8 2 2 2 13 4 2 12 2 18 2 0 2 2 0 0 18 13 2
split_gain=0.893547 0.668728 0.773284 1.09604 0.418842 0.418572 0.903213 0.67746 0.458741 0.476406 0.389651 0.336609 0.561544 0.328993 0.346277 0.310709 0.535121 0.399435 0.392484 0.305184 0.279714 0.23871 0.237461 0.519802 0.385565 0.328779 0.290511 0.197456 0.189419 0.186762
threshold=0 1 35.850000000000009 22.500000000000004 403.00000000000006 2 3 85.500000000000014 4 147.50000000000003 1.5000000000000002 5 669.50000000000011 21.500000000000004 29.500000000000004 6 1074820000.0000002 19.500000000000004 7 5.5000000000000009 8 12.500000000000002 39.07500000000001 15.500000000000002 74.500000000000014 15.500000000000002 14.500000000000002 9 10 16.500000000000004
decision_type=9 9 10 10 10 9 9 8 9 10 8 9 10 10 10 9 8 10 9 8 9 8 10 10 10 10 10 9 9 10
left_child=4 2 -2 -4 28 6 7 29 9 10 -8 -7 13 15 -15 17 -17 -13 27 -20 -16 -21 23 25 26 -12 -25 -18 -1 -3
right_child=1 5 3 -5 -6 11 8 -9 -10 -11 22 12 -14 14 20 16 18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00053899264905331778 0.0024401431811166031 -2.2375555110966649e-07 -0.00046506727450638225 3.7919552234725363e-05 6.3033320530645401e-06 -2.0960805001573009e-05 -0.00043405128573774366 6.6010998353019083e-05 -9.6916486432316805e-06 -1.1867158311441518e-05 -4.775950296450086e-06 -1.6730969718977352e-05 5.6777156703198142e-05 -0.0014145082470645117 -0.00011635801510025277 0.00311584168909536 -2.3224631997796339e-06 0.0001825652098785746 -0.0011698858594310583 2.9186213387542494e-05 -1.4940051041781472e-07 -1.9958089681050815e-05 1.2176250299332557e-05 -0.00094020323420258454 -4.3815974537256225e-05 -0.00020552170041519225 6.0246872709655009e-05 4.1482210305620033e-05 -5.6094264553936119e-06 1.2061928834312278e-05
leaf_weight=103 44 29 61 37 39 131 38 28 127 72 43 261 29 72 33 25 43 30 31 47 379 97 621 39 31 59 143 74 178 43
leaf_count=103 44 29 61 37 39 131 38 28 127 72 43 261 29 72 33 25 43 30 31 47 379 97 621 39 31 59 143 74 178 43
internal_value=0.000271753 0.000512322 0.00308497 0.00129293 -0.00169184 0.000354889 0.000862927 0.00432432 0.000530404 0.000809838 0.00105026 -0.000164688 6.71369e-05 -8.05133e-05 -0.000857733 0.000538587 0.00137805 -0.000410597 0.000928327 -0.000322582 -0.000406781 0.000441378 0.00121238 0.000316455 0.00143925 -0.00201942 0.00214208 0.00259375 -0.00228369 0.00263014
internal_weight=2987 2667 142 98 320 2525 1273 100 1173 1046 974 1252 1121 1092 484 608 317 291 292 175 412 144 936 315 213 102 182 117 281 72
internal_count=2987 2667 142 98 320 2525 1273 100 1173 1046 974 1252 1121 1092 484 608 317 291 292 175 412 144 936 315 213 102 182 117 281 72
cat_boundaries=0 29 31 32 48 49 70 71 73 74 75 76
cat_threshold=1073741840 4 0 134217728 65536 0 0 0 1 0 0 0 64 1048576 0 0 0 0 33554432 2048 2147483648 0 4194304 8 0 32768 68 0 128 143130624 262144 83961890 268435456 8 0 0 0 1 0 2147483648 0 0 0 0 8192 0 0 4096 288 0 8 0 0 0 0 0 2147483648 0 0 0 4 8192 0 0 0 0 0 0 0 256 2 1048640 32 4 4 4
is_linear=0
shrinkage=0.04


Tree=853
num_leaves=31
num_cat=9
split_feature=7 12 2 0 7 6 1 9 2 11 6 4 0 2 0 2 2 5 0 0 2 0 2 2 13 0 2 6 2 2
split_gain=1.08025 0.519107 0.406601 1.06169 0.37233 0.322439 0.411206 0.309195 0.704469 0.389762 0.393788 0.428753 0.435748 0.310281 0.30071 0.290939 0.429756 0.413231 0.289941 0.42665 0.277645 0.269871 0.252249 0.325947 0.254993 0.812327 0.489041 0.448446 0.282954 0.276319
threshold=0 1 32.500000000000007 32.500000000000007 2 3 5.5000000000000009 4 3.5000000000000004 5 6 1373290000.0000002 39.07500000000001 38.500000000000007 40.250000000000007 108.50000000000001 155.00000000000003 3.5000000000000004 42.710000000000008 35.850000000000009 13.500000000000002 14.500000000000002 85.500000000000014 34.500000000000007 7 35.850000000000009 22.500000000000004 8 21.500000000000004 7.5000000000000009
decision_type=9 9 10 10 9 9 8 9 8 9 9 8 10 8 10 10 10 8 10 8 10 10 10 10 9 10 10 9 10 8
left_child=2 4 3 -1 -2 6 -6 9 -9 -3 11 -11 -13 -14 -10 17 -17 20 19 21 -7 -12 23 24 27 -26 29 -19 -29 -27
right_child=1 7 -4 -5 5 15 -8 8 14 10 18 12 13 -15 -16 16 -18 22 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0013455025241590783 -7.6311958739515344e-06 7.4504245391601418e-06 -1.7280374103674903e-07 6.8826050807577199e-06 1.818505932194916e-05 -4.2395079338468308e-07 -3.1603595617021994e-05 2.9505154454232505e-05 4.9639242400431409e-06 -0.00027393623907775262 -0.00029349566765717375 -8.4633698931526317e-05 8.9970568286329433e-05 5.180477118118672e-05 -0.00010080595887142843 0.000167329332744886 3.2956841927251024e-06 -0.00031817716768680558 3.3130126892167528e-06 -8.0179151187747874e-05 -0.0009333251041632139 -1.3573856977679305e-06 -3.1116371881305221e-05 2.3697823756448491e-05 -7.9743506895570452e-05 -0.00049416360723045097 5.6291917185882412e-05 3.97046735246827e-05 -9.5083084110814177e-05 3.9759360252515058e-05
leaf_weight=25 109 111 57 121 107 61 31 25 179 27 59 48 63 25 43 25 87 128 98 344 57 282 71 240 74 34 37 190 33 124
leaf_count=25 109 111 57 121 107 61 31 25 179 27 59 48 63 25 43 25 87 128 98 344 57 282 71 240 74 34 37 190 33 124
internal_value=0.000198902 -1.76286e-05 0.00293458 0.00419048 0.000513036 0.000705343 0.0024698 -0.000590115 0.000666666 -0.000887641 -0.00115361 0.000620689 0.00157664 0.00323595 -3.58754e-05 0.000474402 0.00240708 0.000270475 -0.00152645 -0.00183674 -0.00194958 -0.00083041 0.000553647 0.000743321 0.000257648 0.00115714 0.00255102 -0.00045304 0.000632478 0.00155975
internal_weight=2915 2712 203 146 1408 1299 138 1304 247 1057 946 163 136 88 222 1161 112 1049 783 685 118 341 931 860 620 269 195 351 223 158
internal_count=2915 2712 203 146 1408 1299 138 1304 247 1057 946 163 136 88 222 1161 112 1049 783 685 118 341 931 860 620 269 195 351 223 158
cat_boundaries=0 18 19 31 32 34 36 37 38 39
cat_threshold=268566528 268435473 0 0 0 0 0 0 33554432 134225920 0 64 16 0 0 32 0 512 84961346 0 0 8192 0 2 0 0 0 2048 0 0 128 80 0 14388 32768 2147485184 320 10 262
is_linear=0
shrinkage=0.04


Tree=854
num_leaves=31
num_cat=9
split_feature=8 8 11 2 2 12 2 4 4 12 2 9 12 2 9 1 4 2 4 2 2 2 0 2 12 2 2 2 2 2
split_gain=1.44247 0.657527 0.514535 0.546301 1.22557 0.491048 0.665148 0.489621 1.01515 0.456219 0.466381 0.427885 0.46433 0.355434 0.340119 0.394735 0.317546 0.315941 0.337891 0.300974 0.295956 0.291871 0.348558 0.717342 0.291847 0.234997 0.30963 0.228912 0.215273 0.206456
threshold=0 1 2 25.500000000000004 15.500000000000002 3 46.500000000000007 38500.000000000007 3681544000.0000005 4 17.500000000000004 5 6 40.500000000000007 7 5.5000000000000009 86.000000000000014 3.5000000000000004 963180000.00000012 79.500000000000014 15.500000000000002 70.500000000000014 38.57500000000001 100.50000000000001 8 10.500000000000002 29.500000000000004 6.5000000000000009 14.500000000000002 36.500000000000007
decision_type=9 9 9 10 8 9 10 8 8 9 10 9 9 10 9 8 10 10 8 10 8 10 10 10 9 10 10 8 10 10
left_child=7 24 3 4 -3 6 14 -1 -9 10 -10 -7 -13 -12 15 20 21 -16 -19 -15 -4 -8 -23 -24 25 -2 -27 -11 -29 -14
right_child=1 2 5 -5 -6 11 16 8 9 27 13 12 29 19 17 -17 -18 18 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-2.6768291392434088e-06 3.4510155894552577e-05 7.1011089083876686e-06 3.7003826638992424e-05 -3.8075477104498588e-07 4.8724080981750307e-05 -1.6792307923142267e-05 5.5417304920440542e-05 4.3872400548313162e-05 -6.4707580714337495e-06 4.5930024268741262e-05 1.4488330316908328e-05 -0.00021978208834614834 8.2087666909338235e-06 -1.687972176838928e-05 -0.0002964619316667511 3.7480355727815071e-05 2.4550436777144343e-05 7.705830300711352e-06 -4.7963069813180219e-06 3.2203422451819874e-05 -0.00022189821821149065 -2.0566440453466803e-05 -0.00022602149864368103 0.0003263853624639787 -1.3901620421811266e-05 -0.0011507496254350097 1.7682523030498101e-05 1.7975761197952103e-05 1.4978629230100195e-05 -5.1221461983055372e-06
leaf_weight=54 26 80 47 90 32 294 55 35 88 41 36 107 568 26 83 26 29 42 249 39 27 56 28 26 243 30 45 66 79 313
leaf_count=54 26 80 47 90 32 294 55 35 88 41 36 107 568 26 83 26 29 42 249 39 27 56 28 26 243 30 45 66 79 313
internal_value=0.000472812 8.61578e-05 0.000347664 0.00221596 0.00417699 0.000142783 0.00101325 0.00249263 0.00301703 0.00239362 0.000819999 -0.000315546 8.80871e-05 0.00270588 0.000218946 0.00216216 0.00299487 -0.000353248 0.000260273 0.00090909 0.000853332 0.00228916 0.00108108 0.00334545 -0.00150986 0.000321428 -0.000789475 0.00373604 0.00315068 0.000399102
internal_weight=2960 2496 2152 202 112 1950 668 464 410 375 189 1282 988 101 474 100 194 374 291 65 74 165 110 54 344 101 75 186 145 881
internal_count=2960 2496 2152 202 112 1950 668 464 410 375 189 1282 988 101 474 100 194 374 291 65 74 165 110 54 344 101 75 186 145 881
cat_boundaries=0 30 60 62 63 64 66 67 69 70
cat_threshold=0 2050 4 0 0 1 0 0 0 32768 0 2052 64 1536 268435456 0 0 0 4096 2048 0 0 0 0 0 32768 4 0 524288 4096 16 4 0 134217728 2147549184 0 0 0 0 0 0 33685504 0 1048576 0 0 0 0 33554432 0 2147483776 0 0 0 0 16384 64 0 0 8192 32768 1536 83896322 131170 0 12436 132096 0 24624 17834304
is_linear=0
shrinkage=0.04


Tree=855
num_leaves=31
num_cat=12
split_feature=7 8 8 9 3 4 4 9 0 2 0 0 12 4 8 2 0 13 6 12 3 4 4 3 4 2 2 2 6 11
split_gain=1.53582 1.42385 0.847173 0.773816 0.71405 0.839558 0.537979 0.509602 0.52879 0.502112 0.500672 0.669942 0.487775 0.463916 0.460942 0.458957 0.400188 0.392233 0.742031 0.576006 0.412312 0.378557 0.364337 0.4702 0.344289 0.341316 0.316377 0.303304 0.29958 0.289859
threshold=0 1 2 3 2011.5000000000002 963180000.00000012 21074995000.000004 4 51.32500000000001 5.5000000000000009 40.250000000000007 39.07500000000001 5 9530980000.0000019 6 9.5000000000000018 32.500000000000007 7 8 9 2003.5000000000002 4600.0000000000009 520.00000000000011 2021.5000000000002 5965.0000000000009 22.500000000000004 65.500000000000014 40.500000000000007 10 11
decision_type=9 9 9 9 8 8 8 9 8 8 10 10 9 10 9 10 10 9 9 9 10 10 8 8 10 10 8 8 9 9
left_child=13 3 -3 26 -5 21 -7 9 12 -4 11 -8 22 14 15 -1 -17 29 20 -20 25 -6 -9 -24 -11 -19 -2 -25 -16 -14
right_child=1 2 7 4 5 6 10 8 -10 24 -12 -13 17 -15 28 16 -18 18 19 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-7.0917421544910278e-05 -6.6056571943137117e-05 -8.8221051610536809e-06 2.5590636839524739e-05 -1.5841815137081931e-05 2.98919276681102e-06 3.4440418408856277e-05 2.1116184364110856e-06 -0.00019578051108198012 -0.001833690413096336 -0.0001221584117299098 8.3714656260381383e-06 0.00039851661991979623 4.156675583086132e-05 3.0923904922102687e-05 -5.0495979429143749e-06 0.00024645547190427837 3.0370714183622349e-06 9.1178383552584114e-07 -1.029719219383348e-05 2.1472278318887319e-05 0.00039311200033988262 -2.9819814158205985e-05 5.6961767799535748e-05 -0.0001639923321558145 2.4226947538444885e-06 8.5801943611674841e-05 4.4473171563498691e-05 4.8473854953479323e-06 -6.5109982109137616e-05 4.3250762208643548e-06
leaf_weight=25 61 206 32 40 29 32 50 36 34 154 45 95 275 25 104 27 56 52 274 232 25 38 80 177 25 32 51 108 361 146
leaf_count=25 61 206 32 40 29 32 50 36 34 154 45 95 275 25 104 27 56 52 274 232 25 38 80 177 25 32 51 108 361 146
internal_value=0.000427595 0.000890597 0.000404422 0.0029115 0.00389412 0.00470345 0.00588341 0.000704075 0.00096896 -0.0010991 0.00502618 0.00616438 0.00109318 -0.00136617 -0.00162369 0.000739495 0.00223809 0.00154346 0.000862619 0.000185686 0.0037 0.000764705 -0.000106797 0.000273223 -0.00197778 0.00263529 -6.50415e-05 -0.000489511 -0.00214286 0.00249074
internal_weight=2927 2329 1888 441 329 289 222 1682 1471 211 190 145 1437 598 573 108 83 1036 615 506 109 67 401 365 179 84 112 285 465 421
internal_count=2927 2329 1888 441 329 289 222 1682 1471 211 190 145 1437 598 573 108 83 1036 615 506 109 67 401 365 179 84 112 285 465 421
cat_boundaries=0 18 48 75 77 79 81 102 103 104 106 107 110
cat_threshold=268566529 16 603987968 2624004 0 8256 33554432 268435456 2048 0 32800 256 128 268435456 0 0 4096 384 0 2056 0 0 0 1 262144 0 1 32768 0 4 0 512 268435456 4096 0 0 0 0 0 0 0 0 0 32768 0 0 524288 4096 1073741824 0 0 0 65536 0 0 0 0 0 0 0 0 1048576 0 0 0 0 0 2048 128 0 4194304 0 0 16384 64 128 24576 1 4224 67273024 2 0 12 0 0 0 0 0 2147483648 0 0 0 4 2048 512 0 0 0 0 0 0 128 12 144 81922 32 84 36 0 524288
is_linear=0
shrinkage=0.04


Tree=856
num_leaves=31
num_cat=16
split_feature=8 9 8 4 7 12 11 9 3 1 17 5 11 12 4 9 14 12 11 5 4 4 12 16 3 1 3 3 5 4
split_gain=1.04093 1.49349 0.674686 0.430576 0.465046 0.559503 0.706979 0.604522 0.541456 0.394489 0.439592 0.539019 0.420571 0.344094 0.325243 0.321738 0.272382 0.376282 0.289697 0.221263 0.220245 0.193766 0.186086 0.259276 0.182722 0.166323 0.177217 0.140944 0.220737 0.139841
threshold=0 1 2 950.00000000000011 3 4 5 6 2013.5000000000002 4.5000000000000009 7 3.5000000000000004 8 9 10087555000.000002 10 11 12 13 1.5000000000000002 2114435000.0000002 6789.5000000000009 14 15 2011.5000000000002 5.5000000000000009 1988.5000000000002 2005.5000000000002 5.5000000000000009 8015305000.000001
decision_type=9 9 9 8 9 9 9 9 10 8 9 8 9 9 8 9 9 9 9 10 8 10 9 1 10 8 10 8 8 8
left_child=1 15 13 -4 25 9 -7 24 16 -6 21 -12 -13 -2 -3 29 18 -18 19 22 -17 27 -9 -24 -8 26 -5 -11 -29 -1
right_child=2 14 3 4 5 6 7 8 -10 10 11 12 -14 -15 -16 20 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.2620917112126789e-05 -4.7246619803849388e-06 1.0725151348417609e-05 -2.7587346171055832e-05 1.850046967598352e-06 -3.6223879752596065e-05 1.8922529380522755e-05 -0.00023209244299012371 -0.00022686676473521576 7.5672805652689313e-05 4.7197217114974005e-05 3.9992155448172447e-05 5.1143164695996276e-05 1.0180158430856867e-06 -9.8584399534073008e-06 6.1266166606228873e-05 4.6296269935941077e-06 2.6921470630692788e-05 -7.3914066269339162e-05 -8.8132948528527399e-05 -0.00066095136389976948 -4.6402859296332204e-05 8.2519945449042742e-06 3.8961310123965648e-06 -6.2020794581029976e-06 4.6821596389677243e-06 -3.9097497485407275e-05 -0.00015156890194856942 7.892833685425746e-06 -1.9320635752909767e-05 1.0725123556301641e-05
leaf_weight=25 106 38 165 100 32 115 148 111 47 25 26 324 149 162 80 25 107 104 130 37 94 42 177 145 25 53 53 80 62 123
leaf_count=25 106 38 165 100 32 115 148 111 47 25 26 324 149 162 80 25 107 104 130 37 94 42 177 145 25 53 53 80 62 123
internal_value=0.000467192 0.00237374 0.000165614 0.000393297 0.000550405 0.000746441 0.000186689 -0.000157391 0.000285385 0.00159787 0.00181664 0.00243921 0.00216878 -0.00169176 0.00595349 0.000618704 4.4334e-05 0.00124324 -0.0003928 8.31592e-05 -0.000892309 0.000199999 0.000341013 0.000816816 -0.00223913 -0.00121659 -0.000597404 -0.000404763 -0.000895106 0.00181132
internal_weight=2910 385 2525 2257 2092 1886 1146 1031 858 740 708 499 473 268 118 267 811 211 600 470 119 209 433 322 173 206 153 167 142 148
internal_count=2910 385 2525 2257 2092 1886 1146 1031 858 740 708 499 473 268 118 267 811 211 600 470 119 209 433 322 173 206 153 167 142 148
cat_boundaries=0 30 32 59 76 77 79 81 82 83 84 86 87 89 90 91 92
cat_threshold=0 2048 0 0 0 0 0 0 0 0 0 2048 2048 512 0 4096 0 0 4096 8192 0 0 0 0 0 32768 0 0 0 4096 128 14336 1073741824 0 4 134217728 0 0 0 0 1 32768 0 33554432 0 0 0 0 0 0 33554432 2048 2147483776 0 0 0 0 1073758208 64 131072 144 67117056 524288 0 64 0 0 0 0 32768 0 67108880 0 0 32 128 83894338 32768 2147484672 0 180 11 16420 1147200 0 2048 139264 1131520 32 36 148736 2
is_linear=0
shrinkage=0.04


Tree=857
num_leaves=31
num_cat=12
split_feature=8 7 8 12 4 2 4 12 11 2 0 1 13 0 2 4 2 3 8 17 12 4 2 2 6 2 6 4 2 1
split_gain=1.1336 0.918859 0.71973 0.794705 0.978382 0.678125 0.569455 0.533432 0.523449 1.12079 0.646654 0.479667 0.431946 0.404624 0.364978 0.562535 0.364507 0.360597 0.345981 0.574409 0.412685 0.717333 0.447933 0.287791 0.284615 0.430208 0.242645 0.228415 0.213066 0.209514
threshold=0 1 2 3 4350.0000000000009 41.500000000000007 20282.500000000004 4 5 108.50000000000001 42.710000000000008 5.5000000000000009 6 30.500000000000004 34.500000000000007 5828530000.000001 8.5000000000000018 2016.5000000000002 7 8 9 45.000000000000007 301.00000000000006 50.500000000000007 10 5.5000000000000009 11 33.000000000000007 38.500000000000007 4.5000000000000009
decision_type=9 9 9 9 10 10 10 9 9 10 10 8 9 10 10 8 8 8 9 9 9 10 8 8 9 10 9 10 8 10
left_child=-1 7 14 4 5 11 8 12 9 -5 18 24 13 -2 15 -3 -12 -7 -10 -20 22 23 26 -22 25 -4 -21 29 -15 -28
right_child=1 2 3 6 -6 17 -8 -9 10 -11 16 -13 -14 28 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.2821162732829248e-05 0.00061698096310873344 3.7680357460188401e-05 5.629973897740023e-06 7.1530836071805964e-06 4.4884033220348184e-05 1.8329684848733215e-05 -0.00019220358296204916 -4.6693932837596903e-05 5.7891685545627825e-05 3.9281436921834743e-05 3.6787936642260576e-05 -4.1430022404915408e-05 -4.786527919101743e-06 7.46147722002759e-06 2.8700286977089437e-05 -8.5114720793043099e-06 1.7428720208144926e-05 2.1208014243009906e-05 -8.1315670744556566e-05 -4.6429651841872555e-06 -8.8076126047344052e-06 3.2433965821227451e-05 3.5039021009928092e-05 -9.2069976624967341e-05 7.6041925238903842e-06 -0.00020241363772882437 -5.5680345808345516e-05 -8.1568426807808079e-05 -0.00027728715640951986 2.5407362800479796e-05
leaf_weight=396 30 25 30 130 25 28 46 332 102 28 39 42 132 54 46 37 94 72 135 116 203 25 59 106 125 72 35 28 32 294
leaf_count=396 30 25 30 130 25 28 46 332 102 28 39 42 132 54 46 37 94 72 135 116 203 25 59 106 125 72 35 28 32 294
internal_value=0.000331619 0.000644294 0.00106093 0.000858536 0.00242963 0.00195676 0.000413507 -0.000744502 0.000562006 0.00265089 0.000269446 0.000903703 0.000648648 0.00233071 0.00410084 0.0024127 0.00289552 0.00475247 -4.71024e-05 -0.000280633 0.000109463 -0.000973914 0.000795579 -0.00153548 0.00163158 -7.07973e-05 0.000396624 0.000902173 0.00110345 0.00122424
internal_weight=2918 2522 1942 1834 394 369 1440 580 1394 158 1236 269 248 116 108 62 133 100 1103 1001 866 334 532 309 227 102 473 357 86 329
internal_count=2918 2522 1942 1834 394 369 1440 580 1394 158 1236 269 248 116 108 62 133 100 1103 1001 866 334 532 309 227 102 473 357 86 329
cat_boundaries=0 29 46 72 74 75 77 78 105 106 108 109 110
cat_threshold=1073741840 0 0 0 0 0 0 0 1 32768 0 4 0 1048576 0 4096 0 0 33554432 0 2147483776 0 0 8 0 0 0 0 524288 0 17 1611669504 2623488 34 66 0 268566528 33554432 0 8192 0 268435456 268435456 0 32 1073741952 0 2048 0 0 0 0 0 0 0 0 0 2048 0 512 0 0 0 0 0 0 0 0 0 0 0 268451840 67840 2 57346 16384 2148533248 12 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 4096 0 0 0 0 0 0 0 4 28 1097794 32 340 274
is_linear=0
shrinkage=0.04


Tree=858
num_leaves=31
num_cat=15
split_feature=8 7 9 7 12 3 9 3 4 3 4 12 12 3 12 14 1 17 12 4 11 12 5 4 3 5 1 11 3 5
split_gain=1.60704 1.28327 1.01003 0.779325 0.736973 0.591248 0.430787 0.469679 0.497585 0.424191 0.60542 0.415732 0.372578 0.59549 0.284488 0.350723 0.73348 0.487926 0.407752 0.411937 0.347272 0.370086 0.709375 0.553094 0.371042 0.306042 0.28795 0.274127 0.251707 0.246037
threshold=0 1 2 3 4 2003.5000000000002 5 2015.5000000000002 1642125000.0000002 2009.5000000000002 8181455000.000001 6 7 2010.5000000000002 8 9 4.5000000000000009 10 11 48265265000.000008 12 13 2.5000000000000004 6789.5000000000009 2002.5000000000002 1.5000000000000002 3.5000000000000004 14 2022.5000000000002 2.5000000000000004
decision_type=9 9 9 9 9 10 9 10 10 10 8 9 9 8 9 9 10 9 9 8 9 9 8 8 8 10 8 9 8 8
left_child=11 2 5 -3 -4 -2 14 8 12 10 -6 -1 13 -8 -5 16 -16 25 19 -17 21 23 -23 -19 -25 -18 -20 -13 -26 -14
right_child=1 3 4 6 9 -7 7 -9 -10 -11 -12 27 29 -15 15 18 17 20 26 -21 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=6.9902394988556506e-07 4.7501189378315972e-05 -5.0020927249976019e-05 -2.4386246739093658e-05 1.5058230100633907e-05 9.5932630217112406e-06 6.3459115296489275e-06 6.7403573561917042e-05 6.7187227815176045e-05 1.8280918340757901e-05 1.7067418912716928e-05 1.1632886144103232e-05 -1.395549544064006e-06 2.5817657539850792e-05 5.1109631677959202e-06 -0.00023647035825603691 8.8979332344277237e-05 1.8905702914231361e-05 -0.00063358374698377893 4.1068553754890396e-06 4.2147607175030118e-05 -3.4552760935895319e-05 2.6954778463907248e-05 -3.4229536239142128e-05 2.5542717442945287e-05 -9.2288740318408784e-05 -0.0014565801212948553 -1.6742573609027301e-05 -3.2636883138782302e-05 5.1855772816548519e-05 -4.01495814148991e-05
leaf_weight=134 95 125 114 122 41 25 26 40 31 32 211 143 42 105 78 27 102 30 26 87 123 38 324 27 64 29 109 256 157 185
leaf_count=134 95 125 114 122 41 25 26 40 31 32 211 143 42 105 78 27 102 30 26 87 123 38 324 27 64 29 109 256 157 185
internal_value=0.000477449 0.000915086 0.00266162 0.000425576 0.00158435 0.00580153 0.000646101 0.00173636 0.00134359 0.00265763 0.00218182 -0.00149265 0.000913648 0.00250704 0.000286557 9.41549e-05 -0.00025229 7.15074e-05 0.0014 0.003072 -0.000325582 6.1443e-05 -0.000772119 0.00113495 0.0017992 0.00222535 -0.000136987 -0.00213659 0.00124324 -0.000117648
internal_weight=2948 2415 518 1897 398 120 1772 429 389 284 252 533 358 131 1343 1221 972 894 249 114 763 640 362 278 248 131 135 399 221 227
internal_count=2948 2415 518 1897 398 120 1772 429 389 284 252 533 358 131 1343 1221 972 894 249 114 763 640 362 278 248 131 135 399 221 227
cat_boundaries=0 30 47 49 67 68 70 71 73 74 75 76 77 79 80 82
cat_threshold=1073741840 1048588 0 134217728 2147483648 0 0 0 1 32768 0 0 8192 0 268435456 0 0 0 33554432 0 384 0 4194304 0 0 1073741824 64 0 0 8192 3 268435584 1073741824 4 34 134217728 0 8192 33622016 134225920 32768 0 0 0 67108864 0 4112 0 20484 131072 0 262144 2621440 0 0 0 0 0 0 0 2097152 67108864 0 0 32 1073741824 256 16843872 128 14356 74816 33088 34 16785408 139265 22 1065314 32804 1024 196642 16416 2147484672
is_linear=0
shrinkage=0.04


Tree=859
num_leaves=31
num_cat=13
split_feature=8 12 4 4 8 3 1 12 12 9 0 0 1 0 13 6 12 6 12 0 0 1 3 12 13 0 0 0 0 3
split_gain=1.4944 0.546701 0.860756 0.881633 0.613666 0.554644 0.465189 0.438072 0.392225 0.358444 0.366496 0.322677 0.702419 0.319428 0.318692 0.405767 0.422734 0.299527 0.29861 0.386593 0.426661 0.329465 0.27429 0.261397 0.236161 0.2251 0.217991 0.217805 0.174004 0.170884
threshold=0 1 29000.000000000004 22819750000.000004 2 1992.5000000000002 5.5000000000000009 3 4 5 48.175000000000004 21.500000000000004 5.5000000000000009 35.850000000000009 6 7 8 9 10 18.500000000000004 39.07500000000001 1.5000000000000002 2009.5000000000002 11 12 18.500000000000004 15.500000000000002 40.250000000000007 43.675000000000004 2018.5000000000002
decision_type=9 9 10 10 9 10 8 9 9 9 10 10 8 10 9 9 9 9 9 10 8 10 10 9 9 10 10 8 10 10
left_child=8 9 4 27 6 7 -3 11 13 -2 17 -6 -13 -1 15 16 26 18 19 -11 -21 -20 23 -19 25 -10 -9 -4 29 -7
right_child=1 2 3 -5 5 28 -8 14 24 10 -12 12 -14 -15 -16 -17 -18 22 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8958282451820433e-05 -8.6726994348062625e-05 6.3736915473572383e-06 2.008007966080592e-05 -0.0010648788124598815 -5.3462651819291729e-06 1.5447313427975288e-05 2.8768032367175585e-06 4.7181826673858763e-05 2.9442170694321627e-06 5.826388503138321e-05 9.7096852172348834e-05 1.1672999409965026e-05 3.1656161082591909e-05 7.1720498219638374e-06 -8.7714661419612908e-05 -1.0879928673472399e-05 -6.0294035814736504e-07 0.0002247772781589786 3.7275812918023774e-05 -0.00076895076703266602 2.8516270524187589e-06 -4.7347717913730199e-05 -0.00023675659942437241 3.2612972025336822e-06 -1.3833254462969174e-05 -9.781949898294127e-06 1.461837183169391e-05 9.5308076729313807e-06 3.3421050452031378e-05 4.337375432891645e-07
leaf_weight=50 168 61 38 25 124 196 47 28 34 93 26 125 59 52 122 174 131 119 28 40 106 297 37 126 190 174 109 70 25 67
leaf_count=50 168 61 38 25 124 196 47 28 34 93 26 125 59 52 122 174 131 119 28 40 106 297 37 126 190 174 109 70 25 67
internal_value=0.000406525 0.000814028 0.00132861 0.00438806 0.00101497 0.000717335 0.00376471 0.00021993 -0.00156556 0.000114176 0.00044394 0.00140439 0.00250811 0.000637167 -0.000445218 7.06392e-05 0.00103226 0.000302242 -0.000236523 0.000815999 -0.000435375 -0.00101191 0.00133788 0.00186992 -0.00213203 -0.00105936 0.00251351 0.00594495 0.00224221 0.00192424
internal_weight=2941 2441 1401 133 1268 1160 108 872 500 1040 872 308 184 102 564 442 268 846 564 239 146 325 282 245 398 208 137 108 288 263
internal_count=2941 2441 1401 133 1268 1160 108 872 500 1040 872 308 184 102 564 442 268 846 564 239 146 325 282 245 398 208 137 108 288 263
cat_boundaries=0 27 28 54 56 57 59 60 61 62 63 64 65 66
cat_threshold=1073741840 1048584 4 134217728 2147483648 0 0 0 1 32768 0 4 8192 0 0 0 0 0 33554432 0 2147483776 0 4194304 8 0 0 64 17876320 268435456 4 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 2048 0 0 0 0 0 16384 67117056 32 67111232 0 8212 6 204 2050 408 16480 1049920 2
is_linear=0
shrinkage=0.04


Tree=860
num_leaves=31
num_cat=10
split_feature=7 8 7 2 2 4 3 8 0 2 0 3 5 7 3 8 9 2 0 7 9 9 2 2 2 2 2 2 2 2
split_gain=1.61678 0.968771 0.742929 0.850134 0.826649 0.825971 0.77748 0.604322 0.529649 0.443968 0.423689 0.412163 0.329234 0.313526 0.355297 0.334326 0.395863 0.314314 0.43331 0.310713 0.291279 0.333317 0.32056 0.288339 0.665146 0.520273 0.279855 0.29787 0.269139 0.335113
threshold=0 1 2 7.5000000000000009 78.500000000000014 49000.000000000007 2010.5000000000002 3 44.07500000000001 92.500000000000014 33.175000000000004 2018.5000000000002 4.5000000000000009 4 1999.5000000000002 5 6 18.500000000000004 43.675000000000004 7 8 9 99.000000000000014 21.500000000000004 15.500000000000002 7.5000000000000009 7.5000000000000009 16.500000000000004 14.500000000000002 31.500000000000004
decision_type=9 9 9 8 10 10 8 9 10 10 10 8 8 9 10 9 9 8 8 9 9 9 10 8 10 10 10 10 10 10
left_child=19 8 3 -3 7 12 9 -4 11 -5 -8 -2 -6 -9 15 23 26 -18 -19 -1 -21 22 -22 24 25 -15 -17 -28 -13 -30
right_child=1 2 4 6 5 -7 10 13 -10 -11 -12 28 -14 14 -16 16 17 18 -20 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00029471102756820398 4.1806468596437043e-05 1.0763415731556753e-05 -2.8163928103983984e-05 1.503559675839886e-05 -9.1564424189627129e-05 4.2655319755280173e-05 2.5846917063389406e-05 -3.6143949089059774e-05 2.9129021443138784e-05 3.913835247222658e-06 -7.7100161068374726e-07 6.8167104560936786e-07 1.3800270421213512e-05 3.750409739551142e-05 1.4681783712670665e-05 -4.863494919873507e-05 -8.1237161438763204e-05 -1.1422657617469945e-05 0.0001423976692119134 -2.5017609641221611e-05 -2.9810896639063121e-05 1.4365642309641967e-05 4.5803010357289265e-06 -6.8289166278961628e-06 0.0014786667901257305 -0.00016249267800531764 3.8477957783417977e-05 4.6402468306912652e-06 2.3755774892214318e-05 7.5006413433349901e-06
leaf_weight=101 29 45 220 31 29 28 34 116 33 28 149 101 229 73 246 42 291 200 27 103 213 103 31 203 36 59 32 49 29 45
leaf_count=101 29 45 220 31 29 28 34 116 33 28 149 101 229 73 246 42 291 200 27 103 213 103 31 203 36 59 32 49 29 45
internal_value=0.000290933 0.000738715 0.000464646 0.00232215 0.000169222 0.00214634 0.00144856 -0.000185581 0.0031129 0.0054 0.000152173 0.00245854 0.00142085 0.000132851 0.000321512 -7.89829e-06 -0.000558283 -0.00104348 5.26306e-05 -0.00164413 -0.00112798 -0.000525141 -0.00131765 0.000931936 0.00217751 0.000842104 0.00140298 0.00287805 0.00170454 0.00352
internal_weight=2955 2404 2167 287 1880 286 242 1594 237 59 183 204 258 1374 1258 1012 641 518 227 551 450 347 244 371 168 132 123 81 175 74
internal_count=2955 2404 2167 287 1880 286 242 1594 237 59 183 204 258 1374 1258 1012 641 518 227 551 450 347 244 371 168 132 123 81 175 74
cat_boundaries=0 18 48 65 91 100 123 125 139 141 143
cat_threshold=131072 0 1610620928 788480 2 66 0 805314560 65536 0 32 2097408 128 268435456 0 32 4224 128 0 2050 4 0 0 1 0 2147483648 0 0 0 2048 2048 0 0 4096 0 0 0 0 0 0 4194304 0 0 0 0 0 0 4096 16384 144 33554432 8192 0 134225920 33554432 0 0 134217776 8192 0 16 0 0 0 1073741840 0 8 0 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 2048 384 0 0 0 0 1073758208 1 0 67108864 0 32 0 0 0 33556480 268435456 0 0 0 2147483648 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 4128 0 0 1073741824 262144 0 66 0 268435456 0 0 0 2097152 0 268435456 0 12420 0 2048
is_linear=0
shrinkage=0.04


Tree=861
num_leaves=31
num_cat=8
split_feature=7 2 18 3 2 12 17 6 18 7 2 3 0 2 0 2 2 0 1 0 2 3 0 2 13 3 2 2 2 0
split_gain=1.30316 0.83937 1.199 0.763735 0.599942 0.495531 0.598615 0.555654 0.705667 0.453383 0.644619 0.555319 0.557494 0.429048 0.354331 0.590828 0.33127 0.520412 0.316881 0.315394 0.304299 0.291376 0.344064 0.282924 0.282895 0.276776 0.356352 0.324816 0.256001 0.253075
threshold=0 11.500000000000002 1 2010.5000000000002 22.500000000000004 2 3 4 5 6 29.500000000000004 1992.5000000000002 9.5000000000000018 50.500000000000007 38.57500000000001 100.50000000000001 17.500000000000004 23.500000000000004 5.5000000000000009 38.57500000000001 44.500000000000007 2000.5000000000002 31.500000000000004 59.500000000000007 7 2002.5000000000002 41.500000000000007 10.500000000000002 7.5000000000000009 47.750000000000007
decision_type=9 8 9 8 8 9 9 9 9 9 10 10 10 8 10 10 8 10 10 10 10 10 10 10 9 8 10 8 8 10
left_child=1 2 -1 -3 -5 6 -2 24 -9 10 -8 12 -12 -6 16 28 17 -10 -18 -15 -20 29 -23 -24 25 -7 27 -27 -16 -11
right_child=5 3 -4 4 13 7 9 8 14 21 11 -13 -14 19 15 -17 18 -19 20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.3446518000001079e-05 7.9035323015020932e-06 3.7475433882443594e-05 1.5106214648613519e-05 -1.7029403238536006e-05 2.5020491400998039e-05 -1.6977554466221282e-05 -2.0318015866547186e-05 5.0344658821871337e-05 0.00019885559836617619 -2.9393900045203485e-05 0.00015153471275024971 1.8235497955520643e-05 3.0619019429479328e-07 1.4375596059229066e-05 -7.3630704260767682e-06 2.8717476518583455e-05 -1.7560329660973132e-05 -0.00028494834006872175 -1.0029027297050998e-05 -7.3720989498183772e-07 0.00017954489591884295 -9.8768660042623964e-05 -8.4724544858222273e-07 1.1997979818149473e-05 -8.3989808332982426e-06 1.3060372736576945e-05 2.2847284215001906e-05 -0.00073906032870695623 3.8684168812477266e-05 4.2804281624041909e-05
leaf_weight=27 123 30 47 45 41 27 217 41 82 604 26 33 175 27 70 36 199 28 25 102 25 28 150 41 315 38 39 50 246 34
leaf_count=27 123 30 47 45 41 27 217 41 82 604 26 33 175 27 70 36 199 28 25 102 25 28 150 41 315 38 39 50 246 34
internal_value=0.00055047 0.00292121 0.00672 0.00186992 0.00101852 0.000252346 -0.000252428 0.000840908 0.00150983 -0.000509478 0.000510822 0.00197447 0.00116832 0.00210526 0.00123034 0.00213031 0.000344443 0.00216216 -0.000464001 0.000953845 0.00235294 -0.00104608 0.000199999 0.000812499 -0.000241668 0.00111515 0.00196875 0.000539325 0.00156467 -0.00148983
internal_weight=2971 319 74 245 215 2652 1431 1221 752 1308 451 234 201 170 711 352 359 110 249 129 50 857 219 191 469 154 127 88 316 638
internal_count=2971 319 74 245 215 2652 1431 1221 752 1308 451 234 201 170 711 352 359 110 249 129 50 857 219 191 469 154 127 88 316 638
cat_boundaries=0 18 19 21 22 23 24 41 42
cat_threshold=268451841 268435456 34603008 8192 524320 64 33554432 8192 0 134217744 0 0 16 0 67108864 0 4096 512 4 1197346 32 48 400 4 0 128 1073741824 2052 0 0 131072 131072 65536 8192 0 0 0 0 0 0 1073741824 4
is_linear=0
shrinkage=0.04


Tree=862
num_leaves=31
num_cat=8
split_feature=8 4 8 13 6 9 3 3 2 2 4 2 4 9 3 2 2 2 2 3 2 4 6 2 2 2 6 2 2 1
split_gain=1.61693 0.982739 0.856641 0.540237 0.596433 0.447373 0.425987 0.425987 0.421486 0.38177 0.348418 0.353258 0.342073 0.345532 0.433248 0.595724 0.339923 0.327788 0.317416 0.313224 0.25453 0.497006 0.300245 0.388286 0.394096 0.36706 0.254093 0.375534 0.26701 0.320813
threshold=0 8015305000.000001 1 2 3 4 2019.5000000000002 1997.5000000000002 39.500000000000007 90.500000000000014 3681544000.0000005 5.5000000000000009 9300.0000000000018 5 2007.5000000000002 14.500000000000002 365.00000000000006 199.50000000000003 689.50000000000011 2006.5000000000002 89.500000000000014 1050.0000000000002 6 39.500000000000007 23.500000000000004 35.500000000000007 7 4.5000000000000009 7.5000000000000009 5.5000000000000009
decision_type=9 10 9 9 9 9 8 8 10 10 8 10 10 9 10 10 10 10 10 8 10 8 9 10 10 8 9 10 8 8
left_child=6 2 17 7 -5 -6 -1 -4 19 -10 -8 -12 13 14 -9 -16 -11 -2 -19 -7 21 -15 23 24 -23 -24 27 -21 -28 -30
right_child=1 -3 3 4 5 8 10 12 9 16 11 -13 -14 20 15 -17 -18 18 -20 26 -22 22 25 -25 -26 -27 28 -29 29 -31
leaf_value=2.018719284451442e-05 -8.521909287118621e-06 0.00011355943689616874 -0.00034710726753310123 -0.00040304477484212706 -4.2477171548722467e-07 5.9213322853087645e-05 3.3668141632886419e-05 -1.3367096556538961e-05 2.6871848563558844e-05 -8.1966257896421853e-07 -7.7912483864514559e-06 3.1729111011962874e-05 -0.00097595057556504599 -0.00012431967303630509 -1.734378442337377e-05 0.00010777458342479311 6.0121801309819036e-07 6.2817586666791522e-06 -8.779668489680322e-06 3.5757062326687163e-05 -5.4688472840352473e-05 4.6931044099296285e-05 1.1799439004307724e-05 1.835972492692406e-05 -9.2272387800989008e-05 -0.00014078313562417298 -1.0452546244195161e-05 -0.00022507106226118449 6.2647781381582252e-05 -3.090377472030274e-05
leaf_weight=43 479 27 45 125 112 36 44 578 131 64 67 128 34 40 55 54 37 28 31 49 41 105 185 32 25 38 49 106 120 36
leaf_count=43 479 27 45 125 112 36 44 578 131 64 67 128 34 40 55 54 37 28 31 49 41 105 185 32 25 38 49 106 120 36
internal_value=0.000429201 0.000116722 3.79353e-05 0.000404174 0.00116438 0.00159787 0.00324915 -0.000135158 0.00201565 0.00339914 0.00268333 0.00193877 1.01001e-05 0.000128249 -0.000441262 0.00185454 0.00152941 -0.00136976 0.0014 0.00124937 0.000955974 0.0012676 0.00170984 0.00295954 0.0021374 0.000632478 0.000886426 -0.000361447 0.00175926 0.00264968
internal_weight=2944 2662 2635 2097 865 740 282 1232 628 232 239 195 1187 1153 687 109 101 538 59 396 466 425 385 162 130 223 360 155 205 156
internal_count=2944 2662 2635 2097 865 740 282 1232 628 232 239 195 1187 1153 687 109 101 538 59 396 466 425 385 162 130 223 360 155 205 156
cat_boundaries=0 26 55 56 57 59 61 62 63
cat_threshold=0 2050 0 134217728 1073815552 1 0 0 0 0 0 0 0 512 268435456 0 0 0 0 8192 0 0 0 0 0 49152 1342177280 4 4 0 0 0 0 2147483648 1 0 0 0 8192 0 0 4096 0 0 33554432 2048 2147484032 0 4194304 0 0 0 64 0 128 10 128 1 36 256 2096 138 280
is_linear=0
shrinkage=0.04


Tree=863
num_leaves=31
num_cat=11
split_feature=7 8 12 8 7 2 12 9 12 7 15 2 2 4 0 2 4 4 2 3 2 2 2 0 4 2 0 2 2 12
split_gain=1.26115 1.16167 0.821742 0.612062 0.892848 0.594312 0.555485 0.713495 0.554579 0.669739 0.660001 0.509344 1.24927 0.471942 0.649357 0.471611 0.526432 0.459779 0.424008 0.468325 0.416401 0.42946 0.402905 0.895524 0.783146 0.794658 0.391598 0.455806 0.562097 0.379937
threshold=0 1 2 3 4 22.500000000000004 5 6 7 8 9 86.500000000000014 36.500000000000007 4277935000.0000005 40.250000000000007 301.00000000000006 1553.0000000000002 25409110000.000004 231.50000000000003 2017.5000000000002 27.500000000000004 17.500000000000004 42.500000000000007 39.07500000000001 215.00000000000003 99.000000000000014 39.07500000000001 9.5000000000000018 5.5000000000000009 10
decision_type=9 9 9 9 9 8 9 9 9 9 9 10 10 8 10 8 10 8 10 8 10 10 8 10 10 8 10 10 10 9
left_child=2 15 17 29 -5 6 -6 -8 9 -7 -10 12 13 -4 -15 16 20 -1 19 -11 21 -2 -21 -24 25 -25 -9 28 -28 -3
right_child=1 3 11 4 5 8 7 26 10 18 -12 -13 -14 14 -16 -17 -18 -19 -20 22 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=2.1599008905171272e-05 3.0941405795571429e-05 -3.5162142041435892e-07 0.0015946298870568559 -1.5484457396664255e-05 -1.4413066098489581e-05 -6.8927760267375569e-06 -3.8269386173794831e-07 -3.0207148867607467e-06 1.7691623253830111e-05 7.2270435719075613e-06 -3.8165952237971693e-05 6.8369589242274195e-06 4.3693338047821015e-05 2.4523071051629531e-05 -1.1076069030409031e-05 5.8676010515619088e-05 -2.5950197138696196e-05 -6.0328286593247736e-06 -3.2790045905043041e-06 0.00012303527753841303 -4.3532669346798168e-06 2.899673564084016e-05 -2.107767659445267e-05 4.612010787321161e-05 -3.1274656442125042e-05 0.00059640169885793136 1.9225595937610315e-05 3.9919853258214852e-05 4.9563113126847943e-05 -0.00015972042305249616
leaf_weight=34 157 110 25 529 349 100 256 35 180 72 155 58 36 54 29 27 32 89 48 51 76 29 39 26 26 32 38 57 26 140
leaf_count=34 157 110 25 529 349 100 256 35 180 72 155 58 36 54 29 27 32 89 48 51 76 29 39 26 26 32 38 57 26 140
internal_value=0.000610424 0.000307573 0.00291667 -1.57904e-05 0.000218718 0.000719519 -5.77437e-05 0.000926713 0.00153973 0.00252839 0.000289016 0.00446948 0.00595862 0.00374312 0.00223809 0.00251807 0.00211525 0.000208954 0.00348852 0.0042753 0.00270722 0.00372192 0.00539428 0.00409677 0.0064 0.00894915 0.00297006 0.00422951 0.00652308 -0.00183908
internal_weight=2915 2590 325 2269 2019 1490 761 412 729 394 335 202 144 108 83 321 294 123 294 246 262 186 174 123 84 58 156 121 64 250
internal_count=2915 2590 325 2269 2019 1490 761 412 729 394 335 202 144 108 83 321 294 123 294 246 262 186 174 123 84 58 156 121 64 250
cat_boundaries=0 17 46 47 74 91 93 95 97 114 115 116
cat_threshold=268435456 268435584 33554432 512 589856 134217792 0 0 0 268435456 40960 0 16 0 67108864 0 1073741840 0 2048 0 0 3221225472 1 0 0 0 32768 0 4 10304 0 0 0 0 0 4096 8192 0 0 0 0 0 268435456 4 0 524288 108832 268435456 8 0 0 0 0 0 0 1 0 0 2048 0 0 0 0 0 0 33554432 2048 256 0 4194304 0 0 0 64 131073 1 67108864 2623492 0 0 0 268566528 33554432 0 0 2097280 128 268435456 0 0 128 18530 2 0 2196 16779586 32 0 0 0 0 2 0 131072 0 0 0 0 0 0 0 0 0 4096 201326592 16836704
is_linear=0
shrinkage=0.04


Tree=864
num_leaves=31
num_cat=9
split_feature=7 0 2 12 5 2 0 9 13 0 12 2 2 2 2 12 2 3 12 2 2 12 3 6 3 2 0 3 2 2
split_gain=1.07917 0.859186 0.78261 0.670916 0.725352 0.630011 0.610318 0.569107 0.478756 0.527334 0.471899 0.392827 0.386778 1.24297 0.592302 0.442402 0.344575 0.33574 0.328077 0.542938 0.465163 0.323708 0.751622 0.421467 0.355377 0.314853 0.290441 0.278806 0.397331 0.24594
threshold=0 38.20000000000001 20.500000000000004 1 1.5000000000000002 365.00000000000006 30.500000000000004 2 3 50.425000000000004 4 73.500000000000014 145.50000000000003 100.50000000000001 352.00000000000006 5 13.500000000000002 2018.5000000000002 6 69.500000000000014 44.500000000000007 7 2015.5000000000002 8 1984.5000000000002 6.5000000000000009 30.500000000000004 1996.5000000000002 37.500000000000007 69.500000000000014
decision_type=9 10 10 9 10 8 8 9 9 10 9 10 10 10 10 9 8 8 9 10 10 9 10 9 10 10 8 10 10 10
left_child=10 5 3 -3 7 6 16 17 9 12 11 -1 13 15 -14 27 -2 -5 29 20 -20 23 24 -9 -23 -12 -27 28 -4 -18
right_child=1 2 8 4 -6 -7 -8 21 -10 -11 25 -13 14 -15 -16 -17 18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.0548803638505055e-05 -3.5275870392853417e-05 -4.2527833625248198e-05 -8.7940902445751159e-05 7.518215239180138e-05 5.0044530176943801e-05 6.4089952788219438e-06 -7.9562229392649266e-05 4.261014980501962e-05 -3.5403459175067631e-06 6.1989807674879511e-05 6.662108181643195e-05 8.4571944626150193e-06 -4.0491127889026018e-05 4.1397135903020476e-05 3.487405301072647e-05 2.6140177170994683e-05 -4.2885761027881311e-05 -0.00038081596542676713 1.5322126299302688e-05 -0.00022285887824817429 0.00063497390439780344 2.9195335991927979e-05 5.8253499290079292e-05 -3.5833851340795605e-06 -1.1210417806640865e-05 1.0461587501765649e-05 -2.7827021632133025e-05 -0.0011207276986456574 1.6074822196220713e-05 3.0362854261593354e-07
leaf_weight=208 127 112 44 27 56 160 157 133 114 25 56 41 34 25 38 214 72 96 125 61 44 208 34 222 42 194 123 33 50 29
leaf_count=208 127 112 44 27 56 160 157 133 114 25 56 41 34 25 38 214 72 96 125 61 44 208 34 222 42 194 123 33 50 29
internal_value=0.000187262 0.00058962 0.00114854 0.000429645 0.000829915 -0.000489692 -0.00107143 0.000513761 0.0023045 0.00284388 -0.00127646 -0.0026 0.00256948 0.00309537 -0.00010959 0.00244444 -0.000331156 -0.0018806 0.000349397 0.00116182 0.00237647 0.000990768 0.00197966 0.000163934 0.0012749 -0.000343751 -0.000842768 0.000376811 0.00151579 -0.00146429
internal_weight=2904 2282 1507 930 818 775 615 762 577 463 622 249 438 366 72 341 458 123 331 230 169 639 284 355 250 373 317 127 94 101
internal_count=2904 2282 1507 930 818 775 615 762 577 463 622 249 438 366 72 341 458 123 331 230 169 639 284 355 250 373 317 127 94 101
cat_boundaries=0 18 19 21 22 23 25 27 29 30
cat_threshold=268435458 16 604250112 2883584 524288 8194 0 268574720 0 134218752 0 256 276824064 0 67108864 0 128 384 1181952 384 20 6 67142946 16842848 32 67117058 32 17506 32 74
is_linear=0
shrinkage=0.04


Tree=865
num_leaves=31
num_cat=10
split_feature=7 8 9 1 0 13 12 2 1 4 12 2 0 8 3 2 2 0 0 4 12 13 3 2 2 2 3 12 2 2
split_gain=1.72626 0.792154 0.559731 1.16563 0.508357 0.476358 0.469379 1.05754 0.774605 0.400087 0.357597 0.649263 0.480239 0.470103 0.346555 0.342176 0.476342 0.371589 0.308925 0.302728 0.285253 0.310538 0.310171 0.280335 0.273139 0.437445 0.270985 0.29118 0.255278 0.295316
threshold=0 1 2 2.5000000000000004 47.750000000000007 3 4 108.50000000000001 2.5000000000000004 2050.0000000000005 5 11.500000000000002 35.850000000000009 6 2020.5000000000002 80.500000000000014 4.5000000000000009 39.07500000000001 40.250000000000007 850.00000000000011 7 8 2003.5000000000002 155.00000000000003 101.50000000000001 203.50000000000003 2020.5000000000002 9 3.5000000000000004 9.5000000000000018
decision_type=9 9 9 10 10 9 9 10 10 8 9 8 10 9 10 8 10 10 10 10 9 9 10 8 10 10 8 9 8 10
left_child=6 5 3 -3 9 -2 7 8 -1 -5 11 -4 -13 -12 20 16 -8 -18 -17 -19 21 22 -15 -7 -22 -26 -11 -28 -29 -30
right_child=1 2 10 4 -6 23 15 -9 -10 26 13 12 -14 14 -16 18 17 19 -20 -21 24 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=7.3416647194966892e-05 -7.3514483569738676e-07 0.00011390289543418697 -0.00080078290622418423 -0.00011697250289716734 3.9822470095504068e-05 5.1445240245329686e-05 -2.2889710218061263e-05 6.3847894323117244e-05 8.2590908367112608e-06 -3.9335233547128246e-05 -2.8814518796214653e-05 1.1151286295796927e-06 8.4910797726697184e-05 3.0368864368881666e-06 2.4068427185316957e-05 8.2104214552864909e-07 -2.5286835493066565e-05 2.8360811246884786e-05 -0.00036823266036697792 -1.3177618618595209e-06 -5.8866683690459963e-06 -0.00010850566324633937 -0.0009217172001878554 -2.1803834261647921e-05 6.8944134461124532e-06 -1.3536741115096763e-06 -2.9160659389131379e-05 7.1201423625794489e-05 -2.9907331982599482e-05 9.4428029633142275e-06
leaf_weight=28 109 38 47 40 30 92 30 45 195 77 244 87 45 103 32 112 60 142 30 30 597 264 25 27 34 30 109 43 42 154
leaf_count=28 109 38 47 40 30 92 30 45 195 77 244 87 45 103 32 112 60 142 30 30 597 264 25 27 34 30 109 43 42 154
internal_value=0.000392929 -0.000138597 -0.000391814 0.000713234 0.000201612 0.00204184 0.0021552 0.00346953 0.00244643 -0.000128756 -0.000784728 0.000863157 0.00234586 -0.00101194 -0.000638687 0.00121446 0.00209886 0.00271245 -0.000335665 0.00365318 -0.000770399 -0.00160794 5.75531e-05 0.00372308 -0.000244049 0.00221538 0.000234741 0.000710601 0.001456 0.0008934
internal_weight=2941 2269 2041 533 495 228 672 268 223 465 1508 179 132 1329 1085 404 262 232 142 172 1053 392 128 119 661 64 425 348 239 196
internal_count=2941 2269 2041 533 495 228 672 268 223 465 1508 179 132 1329 1085 404 262 232 142 172 1053 392 128 119 661 64 425 348 239 196
cat_boundaries=0 17 46 48 49 51 53 80 81 82 84
cat_threshold=3 268435585 101711872 8836 2 64 0 8192 2048 134217760 32768 0 16 0 0 0 4240 0 0 0 0 2147483648 0 0 0 0 0 0 131072 8192 512 268435456 0 0 0 4096 0 2147483648 0 0 0 0 32768 4 0 524288 256 20484 10 116768 32 16785408 2 16 0 0 0 0 1 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 384 0 0 0 0 0 64 67273056 4 1074208 32
is_linear=0
shrinkage=0.04


Tree=866
num_leaves=31
num_cat=10
split_feature=7 12 1 7 2 2 12 3 12 2 2 9 4 2 2 9 12 9 2 2 2 2 8 2 2 2 3 3 2 2
split_gain=1.42949 0.764076 0.486619 0.579871 0.649008 1.02231 0.496042 0.474852 0.465606 0.564651 0.815796 0.457287 0.417293 0.73261 0.948873 0.412762 0.679558 0.313118 0.479143 0.443377 0.30946 0.299536 0.290315 0.285312 0.2929 0.278325 0.271247 0.260126 0.26387 0.307941
threshold=0 1 4.5000000000000009 2 63.500000000000007 155.00000000000003 3 2013.5000000000002 4 11.500000000000002 47.500000000000007 5 1050.0000000000002 100.50000000000001 86.500000000000014 6 7 8 1.5000000000000002 11.500000000000002 14.500000000000002 7.5000000000000009 9 6.5000000000000009 11.500000000000002 321.00000000000006 2003.5000000000002 1977.5000000000002 9.5000000000000018 18.500000000000004
decision_type=9 9 8 9 10 10 9 8 9 10 10 9 10 10 10 9 9 9 10 8 8 10 9 8 8 10 10 10 8 8
left_child=8 7 -3 -4 6 12 -5 -2 17 -10 -11 26 13 14 -6 16 20 19 -19 -1 21 -13 -9 -17 -25 -7 -8 28 -18 -30
right_child=1 2 3 4 5 25 11 22 9 10 -12 15 -14 -15 -16 23 27 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.8696664446808691e-06 5.9978613175145418e-05 -9.058139297675558e-05 -0.00011867061591403116 -1.5128858405060487e-06 6.3885451925494683e-05 -0.00066857254573490787 -0.00013908639082518758 -3.711599289591661e-06 -1.048899541171316e-05 2.2770834525988004e-05 -5.3267346596797234e-06 -5.8549440744494755e-06 6.7353011911599017e-05 8.0539509122673584e-06 -8.4161514693658525e-05 -2.2268176007375759e-08 5.3743550527762927e-05 1.8677420851168114e-05 3.798585963326244e-06 5.0272708447081898e-05 1.9692096599146051e-05 -0.00084710929324750177 -4.3805492735744274e-05 0.0005818703625075516 3.8744131166054567e-05 4.6012863810051406e-06 1.9498051781324222e-05 -0.00014973712211175963 -3.1965387513468908e-05 3.9035104958278513e-05
leaf_weight=25 91 95 112 380 65 30 95 267 48 37 45 71 27 30 47 35 44 29 173 88 204 57 474 25 70 58 34 27 45 112
leaf_count=25 91 95 112 380 65 30 95 267 48 37 45 71 27 30 47 35 44 29 173 88 204 57 474 25 70 58 34 27 45 112
internal_value=0.00035362 -2.39435e-05 0.000470728 0.000642446 0.000856168 0.00268217 0.000469999 -0.00100593 0.00241228 0.000283687 0.00231325 0.00101687 0.00449412 0.00358042 0.0020531 0.00142653 0.000910682 0.00325153 0.00202817 0.00506452 -0.000256561 -0.00179845 -0.0013531 0.00340425 0.00479167 -0.00080899 -0.00111429 0.00254393 0.00314851 0.00235443
internal_weight=2940 2495 1663 1568 1456 257 1199 832 445 130 82 819 169 142 112 690 560 315 202 113 332 128 741 130 95 88 129 228 201 157
internal_count=2940 2495 1663 1568 1456 257 1199 832 445 130 82 819 169 142 112 690 560 315 202 113 332 128 741 130 95 88 129 228 201 157
cat_boundaries=0 17 18 31 33 35 37 39 41 43 66
cat_threshold=2 268435584 34611200 0 65536 134217792 0 0 2048 268435504 0 0 16 0 0 0 1073745920 150880 131073 1 536870912 524288 0 0 0 0 0 134217728 0 256 128 2 2 67280962 32 1 52 0 26624 98304 32 0 20516 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 512 0 0 0 0 0 0 0 0 20971520
is_linear=0
shrinkage=0.04


Tree=867
num_leaves=31
num_cat=12
split_feature=7 7 4 4 8 6 2 2 11 12 7 5 3 13 2 16 2 3 12 2 2 8 2 2 6 2 2 2 2 2
split_gain=1.89154 1.04018 1.45441 0.770351 0.51991 0.478597 1.15543 0.473665 0.3118 0.289262 0.434397 0.420798 0.373735 0.459313 0.353798 0.431155 0.270963 0.269408 0.235158 0.432809 0.234561 0.234082 0.346764 0.379851 0.544036 0.376491 0.337335 0.308089 0.303247 0.512252
threshold=0 1 13818465000.000002 4041470000.0000005 2 3 5.5000000000000009 47.500000000000007 4 5 6 2.5000000000000004 1975.5000000000002 7 39.500000000000007 8 21.500000000000004 2012.5000000000002 9 29.500000000000004 16.500000000000004 10 147.50000000000003 11.500000000000002 11 16.500000000000004 5.5000000000000009 81.500000000000014 57.500000000000007 46.500000000000007
decision_type=9 9 10 8 9 9 10 8 9 9 9 10 10 9 10 1 10 8 9 10 10 9 10 10 9 10 10 10 10 10
left_child=3 2 -2 -1 18 6 -5 17 -6 12 -11 21 13 -10 16 -16 -15 -7 19 -3 -19 -12 23 26 25 -25 -23 28 29 -27
right_child=1 4 -4 5 8 7 -8 -9 9 10 11 -13 -14 14 15 -17 -18 20 -20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-5.1672532936208882e-06 -5.4331874652409167e-05 -3.3687851034225361e-05 0.00013246560567371305 1.003697691999251e-05 -1.8786250838631044e-05 2.6014402420210105e-06 5.4119471639398422e-05 -4.12006450656092e-06 -6.9274702109810071e-05 -3.021759510285273e-05 -1.4576276841279687e-05 7.4458027618496477e-05 1.2774610594070658e-05 2.9567894008561761e-06 2.1180933115489096e-06 8.1603749550325722e-05 -0.00099891164004589704 4.0176164842974673e-06 -1.1233994051631198e-05 5.3793350618164972e-05 8.757940060963128e-05 3.6407913693068151e-05 -1.7029228309169431e-05 5.2971304626459188e-05 4.7827936638502626e-05 -2.3620278192143563e-06 -9.709326480558303e-06 5.5354295011891202e-06 -0.00022980524190379566 3.3223512695251227e-05
leaf_weight=49 305 60 25 39 169 27 66 80 194 110 100 38 107 110 46 30 30 55 209 51 38 242 65 35 194 174 146 40 54 40
leaf_count=49 305 60 25 39 169 27 66 80 194 110 100 38 107 110 46 30 30 55 209 51 38 242 65 35 194 174 146 40 54 40
internal_value=0.000330487 -5.26122e-05 -0.00211144 0.00302466 0.000258979 0.00385621 0.00603448 0.00227488 0.000508526 0.000668176 0.000999198 0.00123617 -0.000128789 -0.000681266 0.000599118 0.00280519 -0.000567377 0.00396694 -0.00120846 0.000295081 0.00497872 0.00109991 0.00127872 0.00149028 0.00217844 0.00109604 0.000534703 0.000673138 0.000178438 0.000855813
internal_weight=2928 2574 330 354 2244 305 105 200 1924 1755 1238 1128 517 410 216 76 140 120 320 111 93 1090 990 925 537 343 388 308 268 214
internal_count=2928 2574 330 354 2244 305 105 200 1924 1755 1238 1128 517 410 216 76 140 120 320 111 93 1090 990 925 537 343 388 308 268 214
cat_boundaries=0 18 35 64 65 68 69 74 75 76 78 101 102
cat_threshold=0 0 1073741824 10752 0 134217728 0 8192 2048 8240 0 0 16 0 0 0 1073745920 512 268435456 0 1056768 524288 32 64 0 272629760 33554432 0 8224 2097344 268435456 268435456 0 32 128 1342177296 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 33554432 2048 384 0 0 0 0 0 64 0 524288 84 67125248 1114112 524289 166176 0 129 67108864 4 2 2 2 17829184 2 0 0 0 0 2147483648 0 262144 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 4194304 140
is_linear=0
shrinkage=0.04


Tree=868
num_leaves=31
num_cat=9
split_feature=7 8 2 9 4 2 5 12 2 2 2 6 15 12 1 2 1 12 2 12 2 2 2 1 2 2 1 2 2 1
split_gain=1.53618 0.966051 0.78602 0.935897 0.72508 0.781827 0.828219 0.641929 0.847383 1.56758 0.994815 0.423743 0.443434 0.423572 0.437458 0.364908 0.349983 0.321684 0.315407 0.300301 0.416421 0.374446 0.264793 0.262651 0.248614 0.475562 0.285276 0.24127 0.235742 0.321563
threshold=0 1 8.5000000000000018 2 6789.5000000000009 47.500000000000007 1.0000000180025095e-35 3 77.500000000000014 22.500000000000004 6.5000000000000009 4 5 6 2.5000000000000004 45.500000000000007 5.5000000000000009 7 10.500000000000002 8 63.500000000000007 81.500000000000014 3.5000000000000004 4.5000000000000009 37.500000000000007 47.500000000000007 4.5000000000000009 5.5000000000000009 199.50000000000003 5.5000000000000009
decision_type=9 9 10 9 10 10 10 9 10 10 10 9 9 9 10 10 8 9 10 9 10 10 8 10 10 10 10 8 10 10
left_child=7 17 11 13 5 6 18 -1 9 10 23 12 -3 24 -15 -6 -14 -2 -5 20 -16 -21 -13 -9 -4 -26 -27 -18 29 -19
right_child=1 2 3 4 15 -7 -8 8 -10 -11 -12 22 16 14 19 -17 27 28 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.0362697188410711e-06 -5.3433650387179038e-05 -0.00018003148167455667 -4.2432314225221123e-05 0.00064814972879220214 5.6621182893537763e-05 -2.6783948966221492e-05 -2.4431667884419322e-06 5.2717641519385537e-05 2.0132601694370174e-06 3.6881705590250623e-05 -2.5684486053137985e-05 3.9495121024859548e-06 4.847250431437812e-05 -1.8667818685003114e-06 -1.0427735716585321e-05 0.00011078373504828897 -9.0222083121685344e-06 -1.0237161179864771e-05 4.1603963276751836e-05 4.4851065420936512e-05 0.00035736342921640913 -4.00148438864798e-05 -0.00010958766062579083 0.00010310232178774032 1.5803813416823688e-05 -0.00010874878259077511 -1.0311696546506269e-07 0.00013832732104164947 9.3352160509615683e-06 1.9920703588395325e-05
leaf_weight=152 212 107 246 25 27 73 73 31 109 60 70 74 43 40 201 28 35 321 157 133 66 37 272 30 45 34 145 27 30 46
leaf_count=152 212 107 246 25 27 73 73 31 109 60 70 74 43 40 201 28 35 321 157 133 66 37 272 30 45 34 145 27 30 46
internal_value=0.000286101 -0.000106859 0.000341231 0.000871524 0.00250761 0.00184802 0.00289062 0.00240173 0.00347267 0.0051875 0.00269697 -0.000915922 0.000502241 0.00017954 0.0010082 0.00678571 0.00224138 -0.00147742 0.00432787 0.00139726 0.000474819 0.00265193 -0.0017479 0.0063871 -0.000665282 0.000284443 -0.000644445 0.000507936 -0.000754903 -0.00105435
internal_weight=2949 2497 1888 1330 383 328 255 452 300 191 131 558 212 947 477 55 105 609 182 437 267 170 346 61 470 224 179 62 397 367
internal_count=2949 2497 1888 1330 383 328 255 452 300 191 131 558 212 947 477 55 105 609 182 437 267 170 346 61 470 224 179 62 397 367
cat_boundaries=0 17 47 49 50 51 52 54 56 57
cat_threshold=3 268435584 34611200 8704 0 134217792 0 268443648 2048 134217728 0 8320 16 0 0 0 144 1342177296 2048 4 0 0 0 262144 2147483648 0 0 0 2052 0 0 0 4096 0 0 0 0 2147484032 0 0 8 0 1073790976 0 0 0 8192 1 10244 1048866 12 67108864 84034818 32 1245248 32 100416
is_linear=0
shrinkage=0.04


Tree=869
num_leaves=31
num_cat=18
split_feature=7 8 4 7 8 12 3 12 11 6 12 12 0 1 6 3 9 4 15 4 3 7 13 0 12 0 12 0 0 9
split_gain=1.29333 1.09548 0.866018 0.646892 0.55665 0.6414 0.82952 0.529325 0.442866 0.492589 0.497692 0.421838 0.546526 0.518716 0.41295 0.646186 0.341675 0.360222 0.293223 0.278961 0.249477 0.235327 0.305645 0.382741 0.220339 0.214457 0.210476 0.700378 0.190586 0.177339
threshold=0 1 575.00000000000011 2 3 4 2020.5000000000002 5 6 7 8 9 44.07500000000001 4.5000000000000009 10 2006.5000000000002 11 40797.000000000007 12 93035.500000000015 2010.5000000000002 13 14 15.500000000000002 15 44.07500000000001 16 38.57500000000001 36.900000000000006 17
decision_type=9 9 8 9 9 9 10 9 9 9 9 9 10 10 9 8 9 8 9 8 8 9 9 8 9 10 9 10 10 9
left_child=7 11 -3 -4 26 18 8 -1 9 16 -11 12 -2 -13 15 -9 25 -18 21 -16 -10 -6 23 -23 -22 -7 27 -5 -21 -26
right_child=1 2 3 4 5 6 -8 14 20 10 -12 13 -14 -15 19 -17 17 -19 -20 28 24 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-1.9994134378432308e-06 4.710479846807981e-05 -0.00023055415029477446 -8.6708706035391308e-05 1.534232277943136e-05 5.0659952571763086e-06 -0.00024275406629616994 5.1600215433265418e-05 -9.2018394260173949e-06 6.6435747531177065e-05 -8.9697838360279465e-06 5.775830119120348e-05 -0.0024321281480756676 -1.6000906835915086e-07 6.7456446062928621e-06 8.2694486887486781e-05 4.664951970035486e-05 -4.7334602930281383e-05 5.4221243262355024e-05 -5.3315736327087495e-07 -0.00023276909326083801 -0.00015745805688495375 0.00082266107973756597 7.7825220550549552e-06 4.5842404652545276e-05 -3.8182350432479887e-06 -0.00030183355026650402 -1.1451464782566285e-05 -2.2315152597016663e-05 5.65246725813164e-06 -1.1517692721899169e-05
leaf_weight=100 94 123 129 39 100 89 31 32 41 117 178 31 39 123 25 126 37 105 134 35 127 27 133 75 321 26 174 77 120 105
leaf_count=100 94 123 129 39 100 89 31 32 41 117 178 31 39 123 25 126 37 105 134 35 127 27 133 75 321 26 174 77 120 105
internal_value=0.000270418 -8.84965e-05 -0.000396545 -0.000203292 -1.23276e-05 0.000275195 -0.00022559 0.00224499 -0.000404535 0.000412077 0.00150327 0.00218792 0.00380555 0.000630302 0.00300286 0.00454438 -0.000850747 0.000470587 0.00150833 0.00146597 -0.00115041 0.00213873 0.00284553 0.00453097 -0.0013935 -0.00238095 -0.00159469 -0.000188977 0.000897435 -0.000878719
internal_weight=2913 2475 2188 2065 1936 1646 1177 438 1146 552 295 287 133 154 338 158 257 142 469 180 594 335 235 102 553 115 290 116 155 426
internal_count=2913 2475 2188 2065 1936 1646 1177 438 1146 552 295 287 133 154 338 158 257 142 469 180 594 335 235 102 553 115 290 116 155 426
cat_boundaries=0 17 44 57 84 86 88 90 91 92 93 94 96 97 106 107 108 109 111
cat_threshold=268451842 268435456 1108353024 10240 589824 64 0 8192 2048 134225936 32768 8192 16 0 0 0 1073741952 0 2048 0 0 2147483648 1 0 0 0 0 0 0 2048 1049088 0 0 0 0 4096 0 0 0 4194304 0 0 0 4 0 16 262144 524292 0 8192 0 0 33554432 0 0 0 268435456 1342177280 1048576 0 0 0 0 0 0 0 0 0 2048 8192 0 0 4096 0 0 0 8192 128 0 0 8 0 1073741824 64 16918528 34 1049888 32 32772 2147483648 400 68206848 81922 140 0 18432 2214592512 131072 0 0 0 0 0 131072 0 65536 12 34 18786 0 14336
is_linear=0
shrinkage=0.04


Tree=870
num_leaves=31
num_cat=15
split_feature=0 12 3 12 9 14 9 0 6 6 12 0 0 3 5 6 13 0 17 1 4 4 12 4 4 1 3 13 15 18
split_gain=0.498923 0.736912 0.720383 0.631491 0.601882 0.513122 0.503478 0.430731 0.3868 0.372024 0.36364 0.38903 0.359877 0.311081 0.293996 0.240581 0.496997 0.324609 0.608225 0.477129 0.364397 0.301821 0.235318 0.318716 0.325384 0.178568 0.175242 0.152973 0.322106 0.145287
threshold=39.07500000000001 0 2017.5000000000002 1 2 3 4 35.250000000000007 5 6 7 15.500000000000002 15.500000000000002 2000.5000000000002 2.5000000000000004 8 9 45.425000000000004 10 5.5000000000000009 1050.0000000000002 4.0000000000000009 11 6050.0000000000009 52809240000.000008 4.5000000000000009 2014.5000000000002 12 13 14
decision_type=10 9 10 9 9 9 9 8 9 9 9 10 8 8 8 9 9 10 9 10 10 10 9 8 8 10 10 9 9 9
left_child=1 12 3 4 8 10 -5 -7 -2 -6 11 -3 25 -8 -11 17 -17 18 20 22 -15 29 -20 -24 -25 -1 27 -12 -29 -18
right_child=2 5 -4 6 9 7 13 -9 -10 14 26 -13 -14 15 -16 16 21 -19 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-8.7754116974394228e-05 4.3813709677924098e-06 2.5738008798172216e-05 4.8208302044232226e-05 -8.4508392811483534e-05 3.5372945875896284e-05 2.6322782722755069e-05 -1.5091796600901894e-05 6.5898565544865941e-06 -7.8192587203599844e-05 3.4117278763450497e-06 6.587616859583635e-06 -1.5351595088674748e-05 -5.4344021292550961e-05 -6.867994738612993e-06 -3.1992303713011159e-06 2.1147966841042312e-05 6.2919597229854626e-05 -2.763880717322758e-07 1.1686477757255455e-05 9.7115028221303422e-05 4.1057726104382455e-05 -0.00038839493480240087 -7.168072697858469e-05 4.5538079036478442e-05 4.57438906568507e-05 3.9952874115450842e-06 -0.00015795364039175667 6.6674183449839181e-06 -0.00014244297857262587 -7.1820852472853374e-07
leaf_weight=34 100 58 118 101 121 55 70 97 205 90 106 73 229 76 108 110 30 60 105 25 41 36 32 38 217 115 25 125 222 125
leaf_count=34 100 58 118 101 121 55 70 97 205 90 106 73 229 76 108 110 30 60 105 25 41 36 32 38 217 115 25 125 222 125
internal_value=0.000343283 -0.000312282 0.000756218 0.000544056 -0.000466143 0.000409325 0.00112906 0.00240491 -0.00170886 0.000739393 -0.000122582 0.00166197 -0.00172751 0.00141393 -0.000344499 0.00162946 0.000628204 0.00208926 0.00243738 0.00311215 -0.000218751 -0.000613862 0.00282952 0.00339597 0.00398437 -0.000240001 -0.000638038 -0.000466961 -0.000860336 0.000128204
internal_weight=2947 1139 1808 1690 624 761 1066 152 305 319 609 131 378 965 198 895 301 594 534 417 117 191 392 287 255 149 478 453 347 155
internal_count=2947 1139 1808 1690 624 761 1066 152 305 319 609 131 378 965 198 895 301 594 534 417 117 191 392 287 255 149 478 453 347 155
cat_boundaries=0 1 2 4 5 7 8 9 11 12 13 14 16 17 18 19
cat_threshold=67249218 1278240 0 2096 8208 1 4 258 130 2080 2 390 4 22 83889152 32 4 2149580800 4
is_linear=0
shrinkage=0.04


Tree=871
num_leaves=31
num_cat=10
split_feature=8 8 9 12 7 2 4 12 0 9 3 3 2 3 12 2 9 2 2 2 4 12 2 0 2 3 2 0 0 2
split_gain=1.65601 0.986505 0.626713 0.523222 0.639231 0.570901 0.681123 0.581053 0.683049 0.567316 0.529286 0.515725 0.501129 0.514572 0.447502 0.907109 0.896873 0.480911 0.856628 0.418086 0.385408 0.331045 0.42232 0.315409 0.418323 0.397915 0.301484 0.442365 0.297631 0.286534
threshold=0 1 2 3 4 37.500000000000007 152.50000000000003 5 44.07500000000001 6 1996.5000000000002 2005.5000000000002 31.500000000000004 2014.5000000000002 7 74.500000000000014 8 25.500000000000004 14.500000000000002 12.500000000000002 199.50000000000003 9 20.500000000000004 16.750000000000004 50.500000000000007 1998.5000000000002 15.500000000000002 40.250000000000007 20.500000000000004 6.5000000000000009
decision_type=9 9 9 9 9 8 10 9 10 9 10 8 10 8 9 10 9 10 8 10 10 9 8 10 8 10 10 10 8 8
left_child=2 29 -1 28 21 9 7 10 23 -6 -7 -11 13 -13 17 16 19 18 -4 -16 -18 22 -5 24 -9 -25 27 -15 -3 -2
right_child=1 3 14 4 5 6 -8 8 -10 11 -12 12 -14 26 15 -17 20 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-6.5918871974880074e-06 1.0572161287196736e-05 4.4592207664278539e-06 -4.5929780802984843e-05 -0.00039008325773515152 -0.00037482943935585213 -9.7591641959271014e-05 -1.2816946005748797e-05 0.00067557011305750228 0.00070705634754692913 -3.7606155057770076e-05 1.6167735990477313e-05 4.8360173561427543e-05 -0.001115318732556075 -1.2044137819109151e-06 4.4721385371754691e-05 8.1702684256170454e-05 7.6011021353374731e-05 -1.0405569172413212e-05 9.0444654512007191e-05 -0.00036062465468928188 2.0392804828475282e-05 -2.5137543985743858e-05 7.3567746512022148e-06 5.7064146874412359e-05 -5.0272743491485536e-06 4.6111086649528128e-06 1.634046319615285e-05 5.8528740474200207e-06 -2.6250422180759577e-05 -2.6497308570160801e-05
leaf_weight=102 44 167 41 41 111 97 62 33 26 52 40 31 32 356 54 44 71 37 30 51 47 121 72 168 58 46 208 38 423 236
leaf_count=102 44 167 41 41 111 97 62 33 26 52 40 31 32 356 54 44 71 37 30 51 47 121 72 168 58 46 208 38 423 236
internal_value=0.000273468 -0.000148808 0.00240164 0.00014227 0.000519026 0.000853177 0.00188324 0.00240512 0.00326316 0.000202653 8.10802e-05 0.000620878 0.00093093 0.00117981 0.00316062 0.00407194 0.00316071 0.000739495 0.00272222 0.000172413 0.00533333 -0.00137143 0.000225806 0.00281046 0.000826086 0.00364651 0.000915422 0.00026329 -0.000865226 -0.00233677
internal_weight=2939 2462 477 2182 1592 1358 530 468 331 828 137 717 665 633 375 267 223 108 71 105 118 234 113 305 91 214 602 394 590 280
internal_count=2939 2462 477 2182 1592 1358 530 468 331 828 137 717 665 633 375 267 223 108 71 105 118 234 113 305 91 214 602 394 590 280
cat_boundaries=0 30 60 62 63 80 81 83 85 87 89
cat_threshold=16 2058 0 0 2147483648 1 0 0 0 32768 0 133120 0 1536 0 0 0 0 4096 8192 0 524288 0 0 0 1342210048 0 0 0 4096 1073741824 1048576 4 0 65536 0 0 2147483648 0 0 0 33554432 0 1048576 0 4096 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 524288 8192 0 4128 16811296 131072 0 0 526336 0 134217728 0 268435456 65536 32 0 0 0 0 0 0 4096 1179650 1 20 16853248 32 0 18432 1181698 32
is_linear=0
shrinkage=0.04


Tree=872
num_leaves=31
num_cat=9
split_feature=7 11 7 2 2 2 4 4 9 3 4 3 6 3 2 2 2 4 13 16 3 11 2 2 2 2 2 2 16 2
split_gain=1.39805 0.707432 0.703606 0.647616 0.81714 0.622999 0.740162 0.490387 0.480376 0.462778 0.454779 0.423452 0.456231 0.686542 0.3963 0.703151 0.370362 0.4974 0.348562 0.310593 0.301241 0.256894 0.253061 0.630532 0.492524 0.246218 0.328731 0.26735 0.232494 0.34018
threshold=0 1 2 80.500000000000014 45.500000000000007 14.500000000000002 1642125000.0000002 5039060000.000001 3 2015.5000000000002 120418.00000000001 1991.5000000000002 4 2004.5000000000002 65.500000000000014 50.500000000000007 60.500000000000007 16829230000.000002 5 6 1996.5000000000002 7 6.5000000000000009 13.500000000000002 23.500000000000004 21.500000000000004 41.500000000000007 57.500000000000007 8 114.50000000000001
decision_type=9 9 9 8 10 8 10 8 9 8 8 8 9 10 10 8 8 10 9 1 10 9 10 10 10 10 10 8 1 10
left_child=3 -2 -3 4 7 18 8 -1 11 -9 -10 -7 13 25 15 -14 -8 -18 20 -5 -4 -20 -11 -24 -25 -13 -27 -28 29 -16
right_child=1 2 5 19 -6 6 16 9 10 22 -12 12 14 -15 28 -17 17 -19 21 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-6.8950950067664998e-06 2.4990673677229686e-05 -1.1828763468767537e-05 1.899857608048079e-05 -2.1602199904866907e-06 9.9459673928591627e-05 -9.1441756433555002e-05 1.3886860271287174e-06 -5.0816387585690706e-06 1.1839275859542321e-05 1.4897658780089224e-05 -1.9121315920430789e-05 2.1101231621849159e-05 3.1097946623196924e-06 7.7019598121321083e-05 7.6377706740563659e-05 -9.4785266579723202e-05 3.1717619066092275e-05 5.8885906624414164e-05 -1.4099830960802007e-05 2.937860872946305e-06 -0.00011708114306733974 -3.7768616068427584e-05 -7.3664331675357269e-05 2.7048915741466789e-05 1.7790163484224465e-06 -7.239753060561361e-05 3.8607050764697694e-05 -1.1718584074748623e-06 4.8429927116077135e-06 5.2588182216898739e-06
leaf_weight=43 113 125 150 121 36 33 34 42 63 51 235 111 404 67 35 115 25 26 332 44 48 254 31 38 29 66 33 78 148 35
leaf_count=43 113 125 150 121 36 33 34 42 63 51 235 111 404 67 35 115 25 26 332 44 48 254 31 38 29 66 33 78 148 35
internal_value=0.000222521 -0.000141677 -0.000291599 0.00228699 0.00354243 -0.000125055 0.0003499 0.00265532 0.000132022 0.00352083 -0.00126861 0.000510562 0.000651417 0.00180328 6.95178e-05 -0.00053077 0.00395349 0.00607692 -0.00103949 0.000361445 0.000421052 -0.00151424 0.00456 0.00331313 0.00547059 0.000996539 6.74148e-05 0.00139286 0.00149772 0.00338028
internal_weight=2965 2530 2417 435 270 2292 1508 234 1423 191 298 1125 1092 355 737 519 85 51 784 165 198 586 149 98 67 288 177 111 218 70
internal_count=2965 2530 2417 435 270 2292 1508 234 1423 191 298 1125 1092 355 737 519 85 51 784 165 198 586 149 98 67 288 177 111 218 70
cat_boundaries=0 17 19 37 39 40 41 42 43 44
cat_threshold=268451841 268435456 33554432 2048 2 134225920 0 268443648 2048 134225936 0 128 16 0 0 32 1073741840 32768 512 131072 16 0 0 0 0 33554432 0 0 32 32768 0 268435584 0 0 0 0 128 0 18564 262 4 2 4 2
is_linear=0
shrinkage=0.04


Tree=873
num_leaves=31
num_cat=11
split_feature=7 1 0 4 8 6 8 7 9 6 18 0 6 0 7 4 0 0 3 4 3 1 3 3 18 3 0 3 3 0
split_gain=1.8548 0.94222 2.31674 1.47885 0.736212 0.626116 0.560907 0.778463 0.523691 1.12714 0.505581 0.461136 0.31356 0.639509 0.273669 0.242991 0.347683 0.223036 0.20957 0.209352 0.148362 0.1275 0.121389 0.117756 0.116284 0.122923 0.114418 0.237852 0.351862 0.109883
threshold=0 4.5000000000000009 35.850000000000009 680725000.00000012 1 2 3 4 5 6 7 51.32500000000001 8 42.960000000000008 9 850.00000000000011 40.250000000000007 36.400000000000006 2008.5000000000002 1188.0000000000002 2019.5000000000002 5.5000000000000009 2002.5000000000002 2008.5000000000002 10 2016.5000000000002 45.425000000000004 2003.5000000000002 2018.5000000000002 31.500000000000004
decision_type=9 10 10 10 9 9 9 9 9 9 9 10 9 10 9 10 10 10 8 8 8 10 8 10 9 8 10 8 8 10
left_child=1 2 -1 -4 -2 18 14 29 11 -10 -7 12 15 22 21 16 17 -9 -3 -12 23 -6 -14 -19 -11 -26 27 -21 -29 -8
right_child=4 5 3 -5 6 10 7 8 9 24 19 -13 13 -15 -16 -17 -18 20 -20 26 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=5.5832125957323927e-05 1.1796381066931057e-05 -2.3561501596912125e-05 -0.0001910766713971079 6.9363002956019605e-05 -4.6782045825463577e-06 -2.6032061294373875e-06 -3.5618063622689043e-05 -5.91977901882022e-05 5.7944058490248458e-05 9.7333294117888258e-07 5.1096013381083114e-05 4.5273029055608686e-05 0.0001487526754554932 2.4092778884245646e-05 -2.9152788101261068e-05 3.4791989362121856e-06 -0.00038216751119581239 -6.5430224465753338e-07 -2.3574537266898579e-06 -6.9185723917881188e-08 2.5146889184829088e-06 1.9360460868951415e-05 -1.0873006457655823e-06 -4.9756411975191199e-06 6.0121099732400162e-06 -5.1613557652923671e-05 -9.7525237690254351e-07 9.1028491983958262e-05 1.1401345552751641e-05 -0.0001505608050724355
leaf_weight=25 121 28 52 29 67 61 67 88 128 27 30 26 39 45 243 61 73 46 100 37 163 33 853 26 30 115 27 30 132 156
leaf_count=25 121 28 52 29 67 61 67 88 128 27 30 26 39 45 243 61 73 46 100 37 163 33 853 26 30 115 27 30 132 156
internal_value=0.000273064 0.00234164 0.00575701 0.00239024 -0.000210092 0.00156951 -0.000376144 -0.000108496 0.000184863 0.00167202 0.00247561 -0.000139763 -0.000240861 0.000181434 -0.00184181 -0.00108547 -0.00147103 -0.000901236 -0.000805756 0.00333074 -0.000254238 -8.59166e-10 -5.37524e-05 -0.00175343 -0.000480875 -0.000958905 0.00288987 0.00322 0.0038773 -0.00227351
internal_weight=2958 551 106 81 2407 445 2286 1943 1720 300 317 1420 1394 937 343 457 396 323 128 256 235 100 892 72 172 145 226 199 162 223
internal_count=2958 551 106 81 2407 445 2286 1943 1720 300 317 1420 1394 937 343 457 396 323 128 256 235 100 892 72 172 145 226 199 162 223
cat_boundaries=0 17 46 47 71 85 87 88 89 90 98 99
cat_threshold=268451841 268435456 34611200 10240 524290 134217728 0 8192 2048 134225968 0 0 0 0 67108864 32 1073746064 0 2048 0 0 0 1 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 258 1342177280 4 0 0 0 0 0 0 1 0 0 2048 0 512 0 0 0 0 33554432 0 2147483776 0 4194304 8 131074 16 0 2621444 32 0 0 536870912 0 0 32800 0 268435456 268435456 0 30864 386 4 400 0 128 0 4 0 0 0 131072 4
is_linear=0
shrinkage=0.04


Tree=874
num_leaves=31
num_cat=12
split_feature=7 8 12 8 7 9 2 1 2 2 12 10 2 3 2 16 2 2 2 12 2 5 2 2 2 12 2 2 2 13
split_gain=1.17067 0.896313 0.87586 0.628359 0.762298 0.568485 0.530045 0.545127 0.458923 0.696758 0.340046 0.578719 0.371349 0.324366 0.541156 0.435396 0.399756 0.329209 0.475488 0.287765 0.327482 0.269782 0.267822 0.543777 0.349767 0.261937 0.236886 0.229456 0.221902 0.371585
threshold=0 1 2 3 4 5 385.00000000000006 2.5000000000000004 31.500000000000004 59.500000000000007 6 7 725.00000000000011 2019.5000000000002 78.500000000000014 8 63.500000000000007 41.500000000000007 9.5000000000000018 9 24.500000000000004 3.5000000000000004 21.500000000000004 49.500000000000007 6.5000000000000009 10 11.500000000000002 12.500000000000002 47.500000000000007 11
decision_type=9 9 9 9 9 9 10 10 8 10 9 9 8 8 10 1 10 10 10 9 10 8 8 10 10 9 10 10 10 9
left_child=5 2 -2 25 -5 21 7 -7 27 -10 11 -6 28 16 17 -16 -13 18 -15 20 -20 -1 24 -24 -9 -3 -26 -4 29 -12
right_child=1 3 8 4 10 6 -8 22 9 -11 12 13 -14 14 15 -17 -18 -19 19 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=2.1896854246366181e-05 -2.3620550678831845e-07 -7.8131888775270095e-07 8.9704558410448368e-05 -9.0191157683811894e-05 -3.206954991664455e-05 9.684651730691989e-05 -7.4796963704084043e-05 8.4698993375058706e-06 4.4935341270611735e-05 8.1269457906826251e-06 6.4339862698342036e-06 4.0900469552121834e-06 1.9420104867390705e-05 2.4933221534939396e-07 0.000124963127208795 4.5001665257803851e-06 -0.00066735725551981585 -1.7689427457210293e-05 -1.8201151848459798e-05 3.9044614777437638e-05 4.6660651554146272e-05 -1.1515227043081668e-05 0.00018283178854472444 4.2360591302016469e-06 -1.9429424565515635e-05 -3.0752869349756821e-05 6.1739238410046679e-06 -1.7953008765578106e-05 -2.3986085078197892e-05 -8.5200623134120947e-05
leaf_weight=42 159 163 50 110 107 29 37 44 43 38 264 159 69 264 47 56 40 88 62 219 45 76 41 35 27 247 37 41 161 164
leaf_count=42 159 163 50 110 107 29 37 44 43 38 264 159 69 264 47 56 40 88 62 219 45 76 41 35 27 247 37 41 161 164
internal_value=0.000372343 6.75096e-05 0.00197661 -0.000219685 9.64621e-05 0.00244855 0.0035249 0.00442991 0.00389071 0.00629268 0.000307516 0.000739525 -0.000406578 0.00104944 0.00142711 0.00411538 -0.000380001 0.00101325 0.00135364 0.00237309 0.000440677 6.20146e-05 0.00358919 0.0054026 0.00227523 -0.0016152 0.00036923 0.00213043 -0.000738984 -0.000261073
internal_weight=2964 2596 331 2265 1855 368 250 213 172 81 1745 1087 658 980 781 103 199 678 590 326 107 118 184 76 108 410 64 91 589 428
internal_count=2964 2596 331 2265 1855 368 250 213 172 81 1745 1087 658 980 781 103 199 678 590 326 107 118 184 76 108 410 64 91 589 428
cat_boundaries=0 17 44 45 72 83 85 87 88 89 91 92 93
cat_threshold=268451840 0 34603008 0 2 8256 0 8192 2048 134225936 32768 0 16 0 67108864 0 1073741840 0 2054 0 134217728 0 1 0 0 0 0 0 133120 2048 512 268435456 0 0 0 0 2048 2147483648 0 0 0 0 16384 4 67182882 1342177280 8 4 0 0 0 262144 2147483648 1 0 0 0 8192 1048576 0 0 0 0 33554432 0 128 0 0 8 0 0 64 3 128 0 2097152 0 134217728 0 0 33554432 0 32 0 12308 68231266 32 17 2 65536 32 68166690 10
is_linear=0
shrinkage=0.04


Tree=875
num_leaves=31
num_cat=13
split_feature=8 8 7 12 2 7 6 12 9 12 2 8 2 2 4 2 2 15 2 4 12 2 12 2 5 4 2 2 2 2
split_gain=1.61622 0.970847 0.905859 0.601826 0.517623 0.416577 0.491194 0.590258 0.474318 0.547122 0.576021 0.46755 0.390501 0.368667 0.780218 0.451671 0.374615 0.345746 0.343011 0.338528 0.306015 0.30368 0.505547 0.48243 0.266943 0.22596 0.222177 0.423033 0.211615 0.203418
threshold=0 1 2 3 14.500000000000002 4 5 6 7 8 7.5000000000000009 9 9.5000000000000018 63.500000000000007 52809240000.000008 41.500000000000007 92.500000000000014 10 3.5000000000000004 575.00000000000011 11 66.500000000000014 12 95.500000000000014 1.5000000000000002 22.000000000000004 49.500000000000007 34.500000000000007 31.500000000000004 10.500000000000002
decision_type=9 9 9 9 8 9 9 9 9 9 10 9 10 10 8 10 10 9 10 10 9 10 9 10 8 10 10 10 10 8
left_child=4 -2 3 12 -1 21 8 13 28 10 -10 -9 -3 15 -15 17 -16 -8 -11 20 29 22 -4 -23 -13 -5 27 -24 -7 -19
right_child=1 2 5 25 -6 6 7 11 9 18 -12 24 -14 14 16 -17 -18 19 -20 -21 -22 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.2856092058803699e-06 -1.0234185557451956e-05 1.8676693173213729e-06 -8.0455373273655517e-05 1.130216978195874e-05 4.1109802624896933e-05 -0.00010500915221361863 3.135795409068879e-05 6.524879759043119e-06 -0.000227549905442936 7.9521379439294695e-05 1.3981638774906444e-05 6.5921914573239359e-06 3.4089495179715366e-05 9.8804976798678169e-05 4.7673295139292321e-05 -0.00047464631367729563 -6.9604268362450185e-06 -1.2864120759958862e-05 4.444348766943496e-05 1.0406023213908838e-05 -3.992032745863826e-05 1.6727672735890443e-05 -1.5866278169648094e-06 -1.3028744432143707e-05 -1.2318710688816234e-05 -8.0974525657489908e-05 -1.8103668515839982e-05 0.00073298943993171126 1.6091744062953539e-05 2.2045302101820322e-05
leaf_weight=40 318 29 204 99 60 76 235 160 50 48 60 45 72 28 26 51 69 47 158 86 123 51 155 41 387 27 35 25 25 74
leaf_count=40 318 29 204 99 60 76 235 160 50 48 60 45 72 28 26 51 69 47 158 86 123 51 155 41 387 27 35 25 25 74
internal_value=0.000311187 0.000122202 0.000390868 0.00273949 0.00504504 0.00014273 0.000436611 5.66309e-05 0.00161682 0.00237309 -8.66977e-10 -0.000875623 0.00496428 0.000805332 0.00280645 0.00041491 0.00104167 0.000742049 0.00357604 -0.000117303 -0.000881634 -0.000850576 -0.00132381 0.0012043 -0.00155305 0.000700729 8.84947e-05 0.000662982 -0.000750001 0.000575757
internal_weight=2904 2804 2486 227 100 2259 1748 1331 417 316 110 592 101 739 123 616 95 565 206 330 244 511 419 92 432 126 215 180 101 121
internal_count=2904 2804 2486 227 100 2259 1748 1331 417 316 110 592 101 739 123 616 95 565 206 330 244 511 419 92 432 126 215 180 101 121
cat_boundaries=0 26 55 72 73 86 87 89 91 93 116 117 119 121
cat_threshold=0 2050 0 0 1073741824 1 0 0 0 0 0 0 64 0 0 0 0 0 0 2048 0 0 0 0 0 268435456 1342177280 4 0 0 0 0 0 0 0 0 0 33556480 0 1048576 0 0 0 0 33558528 0 0 0 4194304 8 0 32768 64 0 524416 268435458 0 1107296256 2048 0 134225920 0 0 2048 8208 0 256 0 0 0 32 1073741824 67650 0 0 8192 2097152 524290 0 0 537010176 33619968 0 32768 0 16 6 67149858 34 0 148 1050626 32 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 67108864 67141632 32 174368 32
is_linear=0
shrinkage=0.04


Tree=876
num_leaves=31
num_cat=10
split_feature=7 4 2 8 5 12 5 11 3 2 4 2 3 2 2 12 1 2 2 14 11 2 12 2 2 13 2 13 2 2
split_gain=2.25609 1.23799 1.498 0.877455 0.691407 0.644594 0.65328 0.451246 0.780249 0.818747 0.389498 0.352853 0.327439 0.475196 0.791621 0.380677 0.559396 0.313531 0.307785 0.216505 0.448713 0.400435 0.205165 0.764346 0.532518 0.363743 0.438625 0.240719 0.240445 0.23768
threshold=0 215.00000000000003 26.500000000000004 1 4.5000000000000009 2 1.5000000000000002 3 2019.5000000000002 9.5000000000000018 950.00000000000011 73.500000000000014 1997.5000000000002 22.500000000000004 74.500000000000014 4 5.5000000000000009 17.500000000000004 18.500000000000004 5 6 30.500000000000004 7 9.5000000000000018 84.500000000000014 8 24.500000000000004 9 11.500000000000002 38.500000000000007
decision_type=9 10 8 9 8 9 8 9 8 10 10 10 10 10 10 9 8 8 8 9 9 10 9 8 10 9 10 9 10 8
left_child=1 4 -3 10 17 19 -7 8 -8 -10 -2 -11 15 -14 -15 16 18 -1 -6 20 21 -5 24 -24 25 -9 28 -25 -27 -29
right_child=3 2 -4 5 12 6 7 22 9 11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 27 -26 26 -28 29 -30 -31
leaf_value=1.4114025384002725e-05 -2.3423999638535644e-05 2.960406553075026e-05 4.3736725600243338e-05 -5.7533745463895907e-06 9.8926840699407291e-06 -4.4341028647579427e-05 -3.3729318472468105e-06 -4.482618738682214e-06 4.4458951389327459e-06 2.6450662654019207e-05 2.9476234791367201e-07 9.7291283594255691e-05 -4.4878866533839732e-06 2.5359021554341939e-05 4.168707798498208e-06 -1.0208268079668954e-05 5.1293137232449415e-05 7.412397692626303e-06 -6.3437255447180291e-05 1.1547783579303893e-05 -0.00027161476008602119 3.9668200724479661e-05 3.8036455816970912e-05 8.138510065750996e-06 6.3773971977128111e-05 1.2998782563727651e-05 2.364334747760673e-05 -0.00027558734110866577 -0.00028653703671219975 -4.4835267885845617e-06
leaf_weight=31 313 33 34 193 25 92 162 144 143 177 79 32 52 36 46 118 29 34 49 102 209 60 75 143 62 65 50 100 32 199
leaf_count=31 313 33 34 193 25 92 162 144 143 177 79 32 52 36 46 118 29 34 49 102 209 60 75 143 62 65 50 100 32 199
internal_value=0.000302739 0.00275502 0.00782353 -0.000199755 0.00199525 0.000136518 0.000575655 0.000797111 0.0017219 0.0028102 -0.00190571 0.0044 0.00129213 0.00284444 0.00472289 0.000342341 0.002 0.00575757 0.000319999 -0.00100174 -0.00136998 -0.000196971 0.000227014 -0.000280304 0.000956043 0.000260273 0.00159494 -0.000920994 0.000122448 -0.00153548
internal_weight=2919 487 67 2432 420 2040 1476 1384 514 352 392 209 355 134 82 221 103 65 74 564 462 253 870 517 353 291 147 442 97 299
internal_count=2919 487 67 2432 420 2040 1476 1384 514 352 392 209 355 134 82 221 103 65 74 564 462 253 870 517 353 291 147 442 97 299
cat_boundaries=0 17 46 47 49 51 52 53 55 56 57
cat_threshold=3 268435584 33562624 8704 524288 134225920 0 268443648 2048 402653200 32768 256 0 0 0 0 1073746048 268435456 2056 4 0 65536 0 262144 0 1 0 0 0 2048 0 0 4096 0 0 0 0 0 0 4194304 8 0 0 64 0 524288 245760 4 1049088 98368 32 139392 32772 2144 34 2 2
is_linear=0
shrinkage=0.04


Tree=877
num_leaves=31
num_cat=12
split_feature=7 8 12 12 2 11 0 8 2 12 2 3 7 3 0 2 3 0 4 0 11 6 2 2 12 6 3 4 3 2
split_gain=1.07456 0.893317 0.569944 0.449386 0.491241 0.407506 0.388767 0.382598 0.751217 0.465805 0.500171 0.338768 0.392389 0.719934 0.368839 0.331529 0.364861 0.327272 0.30144 0.342966 0.284713 0.518013 0.407895 0.693114 0.389474 0.372025 0.525579 0.359686 0.271631 0.265698
threshold=0 1 2 3 34.500000000000007 4 39.07500000000001 5 7.5000000000000009 6 9.5000000000000018 1994.5000000000002 7 2020.5000000000002 14.500000000000002 7.5000000000000009 2000.5000000000002 23.500000000000004 2050.0000000000005 27.750000000000004 8 9 45.500000000000007 79.500000000000014 10 11 2017.5000000000002 676.50000000000011 2008.5000000000002 4.5000000000000009
decision_type=9 9 9 9 10 9 10 9 8 9 8 8 9 8 10 10 10 10 10 10 9 9 10 10 9 9 8 10 8 10
left_child=2 3 6 4 -2 17 -1 8 -7 28 15 -12 13 -13 -14 16 29 -3 19 -5 22 27 25 -24 -23 26 -16 -22 -9 -11
right_child=1 5 -4 18 -6 7 -8 9 -10 10 11 12 14 -15 20 -17 -18 -19 -20 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012029506860601989 -3.2540141688760473e-05 3.7239717006666761e-05 -2.9464709488031728e-05 -0.00010058534078232535 7.0107900346602062e-06 5.9432875137088474e-06 4.7927815629072213e-05 -3.238725498251721e-05 -4.735597888165169e-05 2.1970605052725819e-06 -6.0336648103781234e-05 0.001388572973110876 -0.00016660671014647434 8.377092437706452e-06 -2.4154316216553691e-05 -1.559146465314555e-05 5.6217335526258802e-05 6.2283253657731367e-06 3.0839600985251968e-06 4.4783902099877282e-05 -4.3208178082255062e-05 -8.7439942790542065e-06 0.00029928404823462043 8.936679073343821e-07 1.5515160722756606e-05 -3.2514413808551878e-06 4.8098687377057433e-05 1.0565778179595037e-05 -1.6897422099526957e-06 -0.00013730210012574077
leaf_weight=34 81 37 248 27 47 28 68 73 189 152 33 30 49 76 48 60 51 86 55 127 88 119 29 32 136 133 61 25 706 68
leaf_count=34 81 37 248 27 47 28 68 73 189 152 33 30 49 76 48 60 51 86 55 127 88 119 29 32 136 133 61 25 706 68
internal_value=0.000165498 0.000442603 -0.00188366 0.00233333 0.000345323 0.000156896 0.000637167 2.54884e-05 -0.00152632 0.000204039 0.000699416 0.00121395 0.00137364 0.00355555 0.000984951 -0.000614459 -1.47068e-05 0.00229851 0.00347273 0.00454193 0.00124405 0.000443271 0.00212739 0.00509677 0.00142857 0.00144856 0.00303333 -0.00170968 -0.0005519 -0.000723983
internal_weight=2996 2646 350 337 128 2309 102 2186 217 1969 1190 859 826 106 720 331 271 123 209 154 671 368 303 61 255 242 109 113 779 220
internal_count=2996 2646 350 337 128 2309 102 2186 217 1969 1190 859 826 106 720 331 271 123 209 154 671 368 303 61 255 242 109 113 779 220
cat_boundaries=0 18 44 45 47 49 73 75 84 85 86 87 88
cat_threshold=147456 0 67108864 786432 32 2114 0 268435456 33554432 32 0 0 128 268435456 0 0 1073741824 384 0 2 0 134217728 2147483648 1 0 2147483648 0 0 0 131072 2048 512 268435456 0 0 0 0 2048 0 0 4194304 0 0 16384 67166272 1090592 32 32768 2147549184 268435456 4 0 0 65536 0 0 0 0 0 0 2048 0 0 0 0 0 0 33558528 0 256 0 0 8 1190208 32 0 129 0 0 0 0 131072 0 2048 4 386 67125282 134
is_linear=0
shrinkage=0.04


Tree=878
num_leaves=31
num_cat=16
split_feature=8 7 11 1 12 7 0 8 0 12 11 0 8 0 3 1 1 3 7 11 3 12 9 9 0 0 12 13 3 3
split_gain=1.45637 0.794384 0.737969 0.457935 0.507554 0.45597 0.517201 0.411069 0.496675 0.502516 0.381372 0.664215 0.333622 0.492222 0.616814 0.313245 0.30228 0.291653 0.231805 0.29274 0.336364 0.296786 0.35427 0.307422 0.282269 0.207578 0.1676 0.164156 0.155372 0.143946
threshold=0 1 2 5.5000000000000009 3 4 39.07500000000001 5 47.750000000000007 6 7 35.600000000000009 8 46.250000000000007 1988.5000000000002 4.5000000000000009 5.5000000000000009 2021.5000000000002 9 10 2020.5000000000002 11 12 13 42.710000000000008 31.500000000000004 14 15 2011.5000000000002 1993.5000000000002
decision_type=9 9 9 10 9 9 10 9 10 9 9 8 9 10 10 10 8 8 9 9 8 9 9 9 10 8 9 9 10 10
left_child=5 2 -2 4 29 -1 -7 26 9 10 28 -12 17 14 16 -6 -14 -8 -11 20 -20 23 24 27 -23 -25 -3 -21 -9 -4
right_child=1 7 3 -5 15 6 12 8 -10 18 11 -13 13 -15 -16 -17 -18 -19 19 21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-6.637106677306946e-07 -7.6855420082114529e-05 -1.3834538024536076e-05 5.5641565711820106e-05 -2.1196593036463146e-05 1.7043905580644638e-05 -6.0931009162686082e-06 -1.2128040123516243e-06 1.7486883826393865e-05 4.1394483692001007e-05 -8.8079920166825055e-05 6.7233729965050296e-06 -0.00021683945332078301 3.3094262070883893e-05 -3.274599722355534e-06 1.8432442164463227e-06 -5.8252492528570035e-06 7.5076692496816967e-05 1.2990810039084777e-05 1.8005493393452747e-05 -2.8027387875101091e-05 3.3457409545665716e-06 -4.3740504894199738e-06 -1.7178178965409075e-05 2.3224889273246336e-05 1.489455332057196e-05 2.174800417376924e-05 -2.898392763749529e-06 1.5958907755715602e-05 0.00012069964956162423 2.1707141270136916e-05
leaf_weight=107 106 108 81 35 50 54 32 153 72 136 157 68 76 28 46 107 41 73 30 141 84 410 260 37 41 81 121 130 25 53
leaf_count=107 106 108 81 35 50 54 32 153 72 136 157 68 76 28 46 107 41 73 30 141 84 410 260 37 41 81 121 130 25 53
internal_value=0.000457879 7.04836e-05 0.00160722 0.00254006 0.00313699 0.00250427 0.0032133 -0.000259565 -5.44672e-05 -0.000189283 0.00103382 -8.47467e-05 0.0039596 0.00493069 0.00602439 0.0012619 0.00755932 0.00155172 -0.000558414 -0.000372246 0.001472 -0.000576059 -0.00105817 0.000309999 -0.000354979 0.00192248 -0.00181667 -0.000439717 0.00237037 0.00485517
internal_weight=2943 2486 432 326 291 457 350 2054 1825 1753 403 225 296 191 163 157 117 105 1350 1214 114 1100 711 389 451 118 229 271 178 134
internal_count=2943 2486 432 326 291 457 350 2054 1825 1753 403 225 296 191 163 157 117 105 1350 1214 114 1100 711 389 451 118 229 271 178 134
cat_boundaries=0 26 43 46 47 58 82 83 85 111 129 131 133 135 137 138 139
cat_threshold=0 2056 0 134217728 8192 1 0 0 0 0 0 2052 64 1536 268435456 0 0 0 4096 0 0 0 0 0 0 1342226432 268435458 0 1611669504 8196 0 134217728 0 268443648 2048 0 0 128 0 0 0 32 4240 32800 2147483648 524288 40962 0 128 0 0 34 0 0 0 2048 0 8192 268435472 0 0 0 0 0 0 2147483648 0 0 0 0 10240 1048576 0 0 0 0 33554432 2048 2147483648 0 4194304 8 67174688 4 1024 0 0 0 0 0 0 0 0 0 0 0 2052 0 1024 0 0 0 0 0 0 0 0 0 0 0 1073741824 0 1 0 0 0 0 0 0 33619968 0 32 0 0 0 0 0 0 384 49152 2147484160 16801792 34 1 14336 0 6144 108546 2
is_linear=0
shrinkage=0.04


Tree=879
num_leaves=31
num_cat=11
split_feature=8 5 8 12 12 5 2 2 2 2 6 2 13 12 2 2 2 10 4 15 2 2 2 2 4 8 2 13 2 2
split_gain=1.26506 0.861193 0.692053 1.06277 0.622105 0.588593 0.447646 0.482589 0.623499 0.398819 0.345986 0.342206 0.329055 0.282434 0.279394 0.968305 0.275393 0.467688 0.336351 0.403903 0.298419 0.308316 0.285062 0.270368 0.247003 0.318149 0.306902 0.214819 0.251527 0.198024
threshold=0 4.5000000000000009 1 2 3 1.0000000180025095e-35 291.50000000000006 52.500000000000007 40.500000000000007 35.500000000000007 4 1.5000000000000002 5 6 29.500000000000004 75.500000000000014 2.5000000000000004 7 6050.0000000000009 8 15.500000000000002 74.500000000000014 144.50000000000003 12.500000000000002 199.50000000000003 9 365.00000000000006 10 24.500000000000004 50.500000000000007
decision_type=9 10 9 9 9 10 10 10 8 8 9 8 9 9 10 10 8 9 8 9 8 10 10 8 10 9 10 9 10 8
left_child=13 2 3 9 6 12 7 8 27 -2 16 -12 -5 14 -1 -16 -6 18 -18 20 -20 29 -23 -19 25 -15 -27 28 -4 -22
right_child=1 -3 4 5 10 -7 -8 -9 -10 -11 11 -13 -14 24 15 -17 17 23 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.8661430085512555e-06 6.8687036432520888e-05 5.7137738902224581e-05 1.2503399451541741e-05 1.3970558425761694e-05 2.9731298870792671e-05 2.725308087059201e-05 6.9918066626252845e-05 -2.526404971636649e-06 3.2666291285334369e-05 9.4152283045287989e-05 2.7039393785447975e-05 -1.7815526500000747e-06 -2.4785593156034036e-05 2.8222431381045158e-07 0.00022040495867643576 -5.417846619913386e-06 -0.00048709189378454382 3.623333060293847e-07 -0.00022890135256735576 2.9924027238101755e-05 9.5262339615673183e-06 -0.00025157198948896561 1.1704741398052485e-05 -0.00043563598423214861 -5.124444440577999e-05 -3.0422295424011952e-05 8.5654046013526031e-06 4.2996173118537666e-05 -0.00018249050449532445 0.00078036691296867159
leaf_weight=119 58 31 115 114 47 26 25 85 50 49 32 683 137 104 43 66 70 32 118 202 123 30 28 73 69 230 27 103 33 25
leaf_count=119 58 31 115 114 47 26 25 85 50 49 32 683 137 104 43 66 70 32 118 202 123 30 28 73 69 230 27 103 33 25
internal_value=0.000411125 0.000853912 0.000764939 0.00228861 0.000437134 0.000874999 0.00179147 0.00148837 0.00223841 0.00552542 4.6132e-05 -0.000578513 0.000301586 -0.00112407 3.34719e-05 0.00149091 0.00064295 0.000450141 0.00088303 0.00124478 0.000310447 0.00123671 -0.00122034 -0.00189655 -0.00172336 -0.00133702 -0.00204478 0.0014127 0.000301886 0.00220134
internal_weight=2947 2289 2258 384 1874 277 411 386 301 107 1463 715 251 658 228 109 748 701 596 526 324 206 58 105 430 361 257 251 148 148
internal_count=2947 2289 2258 384 1874 277 411 386 301 107 1463 715 251 658 228 109 748 701 596 526 324 206 58 105 430 361 257 251 148 148
cat_boundaries=0 30 56 57 59 60 61 63 64 65 92 93
cat_threshold=3489660944 1048588 0 0 0 0 0 0 1 0 0 4 2112 1048576 0 4096 0 0 33554432 0 2147483776 0 4194304 8 0 32768 64 0 0 4096 0 0 4 0 0 1 0 0 0 32768 0 131072 0 1536 268435456 0 0 0 4096 8192 256 0 0 0 0 268451840 34912 83886112 34 390 12 1122624 2 256 67108864 16 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 64 2
is_linear=0
shrinkage=0.04


Tree=880
num_leaves=31
num_cat=10
split_feature=7 9 11 6 2 2 12 0 12 12 7 3 2 3 12 2 2 2 2 2 2 2 2 2 1 2 0 2 3 6
split_gain=1.0932 0.941978 0.799074 1.06674 1.12131 0.736154 0.731787 0.483399 0.473096 0.413395 0.514273 0.465849 0.383197 0.403822 0.594143 0.909059 0.38542 0.322441 0.31105 0.291074 0.28684 0.37805 0.378331 0.264298 0.426443 0.250951 0.528442 0.282928 0.249278 0.264152
threshold=0 1 2 3 17.500000000000004 42.500000000000007 4 35.850000000000009 5 6 7 2017.5000000000002 2.5000000000000004 2012.5000000000002 8 15.500000000000002 332.00000000000006 99.000000000000014 1.5000000000000002 12.500000000000002 81.500000000000014 31.500000000000004 45.500000000000007 47.500000000000007 4.5000000000000009 19.500000000000004 18.500000000000004 55.500000000000007 2019.5000000000002 9
decision_type=9 9 9 9 10 10 9 10 9 9 9 10 8 8 9 8 8 10 10 10 10 10 10 8 10 10 10 10 8 9
left_child=1 6 3 4 -2 -6 25 8 -4 11 19 17 -12 -14 15 -15 20 -9 -5 -11 21 28 -23 24 -10 -1 27 -27 -16 -30
right_child=2 -3 7 18 5 -7 -8 9 23 10 12 -13 13 14 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-5.1663538712067763e-06 1.3800965410178305e-05 -7.3122563702968143e-05 8.3059251039882745e-06 2.7649698684280417e-05 0.00011568690937181735 4.5551247219361835e-05 -3.3102586886828851e-06 -4.0144381051121333e-06 3.415771955093677e-05 -2.4287627734401809e-05 -5.1233123890560351e-06 6.7028033445683651e-05 -4.8818029712804093e-07 2.0011320660907046e-05 0.0013984527073918874 0.00063490804010288325 -7.377104439832977e-06 8.5931392308626951e-05 -6.8582977564714454e-05 1.2285018589267446e-06 4.1858502628726547e-05 -0.00071683962482871528 1.0050853788451319e-05 -0.00013667142433232047 -0.00014753496599211521 8.3254047483889616e-06 4.5430947088756077e-05 -6.1618034268956195e-05 2.471477539826646e-05 9.0446702154036392e-06
leaf_weight=86 62 207 131 26 25 44 753 337 25 38 39 33 126 48 27 53 39 33 78 73 32 32 32 94 97 55 56 27 114 121
leaf_count=86 62 207 131 26 25 44 753 337 25 38 39 33 126 48 27 53 39 33 78 73 32 32 32 94 97 55 56 27 114 121
internal_value=0.000254075 -0.000682846 0.000883615 0.00300813 0.00532394 0.0092 -0.000149799 0.000536807 -0.000770116 0.000926994 0.00145732 -0.000125605 0.0018813 0.0021504 0.00266132 0.00532143 0.00179412 -0.000539085 -0.000139131 -0.00101639 0.0022507 0.00188379 -0.000861539 -0.00186784 -0.000715448 0.00180425 0.00293525 0.000867469 0.00255513 0.00211864
internal_weight=2943 1184 1759 235 131 69 977 1524 347 1177 774 403 663 624 498 101 397 370 104 111 358 326 64 216 122 224 138 82 262 235
internal_count=2943 1184 1759 235 131 69 977 1524 347 1177 774 403 663 624 498 101 397 370 104 111 358 326 64 216 122 224 138 82 262 235
cat_boundaries=0 18 20 23 24 25 26 27 39 40 41
cat_threshold=268451840 145 605290496 524288 0 64 131072 131072 33619968 134217728 32 2097280 276824192 268435456 0 0 4224 33152 129 18436 49152 65536 524289 384 1089568 16884000 1089888 0 0 8192 0 34 0 0 0 2048 32 0 256 84034560 384
is_linear=0
shrinkage=0.04


Tree=881
num_leaves=31
num_cat=11
split_feature=7 12 7 11 6 2 4 7 4 14 12 4 7 2 2 2 2 2 2 2 6 2 2 2 2 1 2 11 2 2
split_gain=1.07198 0.647494 0.737995 0.590904 0.368206 0.38149 0.361518 0.390253 0.354166 0.337798 0.35237 0.32624 0.332365 0.318663 0.309213 0.822116 0.368936 0.292056 0.309978 0.395824 0.40663 0.306494 0.288771 0.347194 0.303854 0.269513 0.314092 0.246753 0.201833 0.402683
threshold=0 1 2 3 4 50.500000000000007 390.00000000000006 5 9330535000.0000019 6 7 1050.0000000000002 8 1.5000000000000002 24.500000000000004 13.500000000000002 74.500000000000014 25.500000000000004 12.500000000000002 10.500000000000002 9 34.500000000000007 48.500000000000007 145.50000000000003 1550.0000000000002 5.5000000000000009 20.500000000000004 10 108.50000000000001 12.500000000000002
decision_type=9 9 9 9 9 10 8 9 8 9 9 10 9 10 10 10 10 8 10 10 9 8 8 8 8 8 8 9 10 10
left_child=8 4 13 28 27 -6 -5 -8 -1 -9 -11 12 14 -3 15 -12 -16 18 19 20 -14 -19 -23 -24 -25 26 -13 -2 29 -4
right_child=1 2 3 6 5 -7 7 9 -10 10 11 25 17 -15 16 -17 -18 21 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.0874742914632105e-05 -1.0285016140654e-05 5.4966313150244778e-05 2.4212592663593736e-05 -8.8029959861128721e-06 1.0294036547089145e-05 -0.00027704237313564063 -3.6497291921599774e-06 -4.5860822358032821e-06 1.3257336348040208e-05 -5.1867038409936908e-07 1.2174501461643161e-05 2.5394387574195002e-05 1.9260510054978981e-05 -1.5154788727941397e-05 -3.0064492107865825e-06 5.2895119678392563e-05 0.0001558616566600334 2.5827927712933657e-05 -0.00010717543867611871 0.00013528368569495395 -5.3490655124549733e-05 -1.8737401483114101e-06 8.7770990081284449e-06 -1.624082640528248e-05 4.9104051306852982e-06 2.0343663178748593e-06 3.8636879118236996e-05 -1.8064123739048496e-05 8.3589254688361481e-05 1.4957532106397143e-05
leaf_weight=33 207 34 25 82 226 45 117 157 77 381 47 33 125 193 73 36 25 34 151 30 131 67 85 32 89 41 38 248 25 57
leaf_count=33 207 34 25 82 226 45 117 157 77 381 47 33 125 193 73 36 25 34 151 30 131 67 85 32 89 41 38 248 25 57
internal_value=0.000279795 0.000120913 0.000475695 0.000737843 -0.000900951 0.000269503 0.00055126 0.000680448 0.00396694 0.000844892 0.00104129 0.00142366 0.0011879 -0.00163025 0.0026875 0.00461905 0.00129293 0.000773509 0.000118721 0.000891985 0.00037354 0.00172727 0.00127007 0.00200966 0.00062295 0.00346903 0.00494444 -0.00158798 0.00349152 0.00279518
internal_weight=2944 2834 2108 1881 726 271 1774 1692 110 1575 1418 1037 925 227 181 83 98 744 437 286 256 307 273 206 121 112 71 455 107 82
internal_count=2944 2834 2108 1881 726 271 1774 1692 110 1575 1418 1037 925 227 181 83 98 744 437 286 256 307 273 206 121 112 71 455 107 82
cat_boundaries=0 18 19 35 37 38 47 48 50 60 61 63
cat_threshold=268435456 0 0 512 524288 0 0 8192 0 402653184 0 0 16 0 67108864 0 0 512 84100096 131073 16 536879104 0 34 64 0 536870912 33554432 8192 32 0 0 0 0 32 16384 2147549184 280 0 128 1073741824 2097152 0 0 0 0 2048 131216 2304 34 0 1 67108864 2048 0 0 131072 0 65536 32 392 32800 2147483648
is_linear=0
shrinkage=0.04


Tree=882
num_leaves=31
num_cat=11
split_feature=8 7 8 2 12 1 2 15 12 2 2 12 2 2 2 2 12 0 12 2 2 5 2 7 0 2 2 2 8 5
split_gain=1.36882 1.26265 0.823792 0.872986 0.568244 0.513412 0.38965 0.435823 1.21272 0.39985 1.11708 0.366755 0.342406 0.404233 0.609527 0.421281 0.335789 0.5067 0.303722 0.346742 0.685116 0.274768 0.268985 0.276406 0.4799 0.297062 0.239556 0.457164 0.22943 0.252077
threshold=0 1 2 9.5000000000000018 3 3.5000000000000004 349.50000000000006 4 5 100.50000000000001 147.50000000000003 6 63.500000000000007 9.5000000000000018 4.5000000000000009 20.500000000000004 7 31.500000000000004 8 24.500000000000004 52.500000000000007 1.5000000000000002 57.500000000000007 9 39.07500000000001 37.500000000000007 131.00000000000003 24.500000000000004 10 2.5000000000000004
decision_type=9 9 9 8 9 10 10 9 9 8 10 9 10 10 10 10 9 10 9 10 10 10 10 9 10 10 10 8 9 8
left_child=18 16 3 -3 5 -4 7 9 21 11 -11 -6 13 14 -10 -15 17 -2 19 -1 -21 -9 23 -13 -25 -26 27 -5 29 -20
right_child=1 2 4 26 6 -7 -8 8 12 10 -12 22 -14 15 -16 -17 -18 -19 28 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-5.1287122089639776e-06 0.000491111017924111 -0.00034772644089300388 0.0015473322826198631 5.4011647532113597e-05 -0.00014015981615396296 -9.1680130474385571e-05 -1.2511291091638569e-05 -1.3270709636336351e-06 1.6849421783848222e-05 0.0012229985733228834 -5.175955825890753e-05 2.7797652476276169e-05 0.00023513654436508859 -1.5823532661383843e-05 0.00014007387493911793 2.3664849874345716e-05 -2.312377014535277e-05 -1.4575748330410486e-05 -0.00019371631914749765 0.00037853612945778624 -0.00016167040871288563 6.5959847792134316e-05 -8.5521112882194081e-05 -3.9026254655826342e-05 1.6272671581736616e-05 3.125882350372185e-05 1.3002919716409934e-05 2.3608993042890663e-05 -2.5586810109715338e-05 7.3372426296194777e-07
leaf_weight=54 55 38 30 50 109 220 61 303 94 25 30 100 33 51 27 82 224 170 31 25 44 57 89 138 384 36 33 89 166 73
leaf_count=54 55 38 30 50 109 220 61 303 94 25 30 100 33 51 27 82 224 170 31 25 44 57 89 138 384 36 33 89 166 73
internal_value=0.000354551 0.000696336 0.00111196 0.00343891 0.000831914 -0.000919541 0.00110675 0.00123669 0.00202432 0.00064642 0.00392857 0.000438739 0.00393288 0.0035451 0.00521311 0.002 -0.0012087 -8.47467e-05 -0.00181188 -8.95531e-05 0.00177143 0.000431266 0.000754616 0.00104401 0.000646748 0.00133017 0.00480925 0.00402857 -0.00256228 -0.000834783
internal_weight=2921 2528 2079 210 1869 250 1619 1558 647 911 55 856 287 254 121 133 449 225 393 123 69 360 747 658 558 420 172 139 270 104
internal_count=2921 2528 2079 210 1869 250 1619 1558 647 911 55 856 287 254 121 133 449 225 393 123 69 360 747 658 558 420 172 139 270 104
cat_boundaries=0 30 48 75 76 77 78 80 81 83 93 122
cat_threshold=1342177280 1048584 0 0 65536 0 0 0 1 0 0 2048 0 1048576 0 0 0 0 33558528 2048 128 0 0 8 0 0 0 0 524288 4096 0 0 605028352 2621440 32 134217792 33554432 268435456 65536 0 8224 192 268435584 268435456 0 0 0 128 0 2048 0 134217728 0 0 0 2147483648 0 0 0 0 10304 0 0 0 0 0 0 8194 0 0 4194304 0 0 16384 64 16911360 77594624 49250 1048576 32 1089858 1116224 2 0 0 0 2048 0 0 131072 0 0 32 0 8 0 0 0 0 0 0 0 0 0 0 0 1048576 0 0 0 0 4096 2048 0 0 0 0 0 0 0 0 524288
is_linear=0
shrinkage=0.04


Tree=883
num_leaves=31
num_cat=10
split_feature=7 12 11 4 11 2 0 9 12 2 0 2 2 6 5 2 2 12 0 2 9 2 13 2 0 2 2 2 4 4
split_gain=1.05595 0.832217 0.831551 0.742991 0.690515 0.571462 0.547842 0.484349 0.474663 0.464854 0.500768 0.44825 0.352097 0.340359 0.309055 0.291746 0.289216 0.280722 0.475988 0.704882 0.274237 0.264014 0.261127 0.748 0.260986 0.247501 0.238965 0.237984 0.225938 0.223375
threshold=0 1 2 37073800000.000008 3 25.500000000000004 39.07500000000001 4 5 79.500000000000014 31.500000000000004 1.5000000000000002 510.50000000000006 6 1.5000000000000002 37.500000000000007 17.500000000000004 7 24.500000000000004 17.500000000000004 8 4.5000000000000009 9 18.500000000000004 16.750000000000004 10.500000000000002 129.50000000000003 2.5000000000000004 1104.0000000000002 55.000000000000007
decision_type=9 9 9 8 9 8 10 9 9 10 8 8 8 9 10 8 8 9 10 8 9 8 9 10 10 10 10 8 10 10
left_child=3 4 -3 -1 5 -2 9 -5 15 17 -11 -8 -10 26 20 24 -16 18 19 -4 -13 -22 23 -15 -9 -26 27 -6 29 -23
right_child=1 2 6 7 13 -7 11 8 12 10 -12 14 -14 22 16 -17 -18 -19 -20 -21 21 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.7085427250785545e-05 5.5095433687479788e-05 -2.4328005835881254e-06 0.00031468063704519596 -1.5996365697595311e-05 2.1571736625669496e-05 -1.3050122173570521e-06 -4.9589440204989042e-06 3.6480791819418535e-05 -4.6419036638963191e-06 1.3001906661641787e-05 -6.736433653262656e-06 5.5321983266377119e-06 7.4069680577601562e-06 -1.9631357547635107e-05 8.092540670493148e-05 -1.164703914853767e-05 2.6929720722631145e-05 -3.5583437123667125e-05 -5.4554832118469676e-06 8.0846129819299169e-05 -4.972375401716999e-06 1.7938907576544839e-05 -0.00010731629730891544 0.00091757733632143515 -3.7765805709075488e-06 2.2257602581902887e-05 8.2787659301703105e-06 -4.243826034369835e-05 -1.4549530733157978e-06 7.4305726945079152e-05
leaf_weight=144 43 152 25 123 30 59 29 33 389 62 30 119 43 64 25 99 25 212 32 54 58 375 133 39 48 61 49 326 39 25
leaf_count=144 43 152 25 123 30 59 29 33 389 62 30 119 43 64 25 99 25 212 32 54 58 375 133 39 48 61 49 326 39 25
internal_value=4.75211e-05 0.000565475 0.00118774 -0.00105153 -0.00049337 0.00240708 0.00157003 -0.000582184 -0.000134504 0.000432691 0.00292473 0.00227011 -0.000920994 -0.000987731 0.00248276 0.00125397 0.0054902 -0.000283952 0.00127869 0.00305 0.00223014 0.00262205 0.00022672 0.00164912 0.00246154 0.00149091 -0.00168269 -0.00208403 0.00300909 0.00329177
internal_weight=2945 2005 1262 940 743 102 1110 796 673 415 92 695 432 641 666 241 50 323 111 79 616 497 236 103 142 109 405 356 439 400
internal_count=2945 2005 1262 940 743 102 1110 796 673 415 92 695 432 641 666 241 50 323 111 79 616 497 236 103 142 109 405 356 439 400
cat_boundaries=0 18 19 22 25 27 28 29 30 32 33
cat_threshold=147456 129 537133056 2621440 32 134228032 131072 268435456 67584 8192 32 192 268435584 268435456 0 0 1073741824 128 1213792 16384 1024 524288 32768 1024 524288 1 12336 1146976 284 83968 1073741824 4100 2
is_linear=0
shrinkage=0.04


Tree=884
num_leaves=31
num_cat=7
split_feature=8 9 8 2 0 0 3 2 3 3 2 2 0 2 0 3 8 9 1 1 13 0 3 3 2 2 5 6 2 2
split_gain=1.28118 0.749605 0.508452 0.452258 0.484026 0.384173 0.3089 0.264014 0.315754 0.242458 0.252082 0.23791 0.276663 0.222328 0.22092 0.316564 0.301546 0.36129 0.453611 0.378425 0.296429 0.660532 0.274965 0.303611 0.214198 0.260125 0.204923 0.19637 0.475886 0.32532
threshold=0 1 2 9.5000000000000018 40.250000000000007 50.425000000000004 1992.5000000000002 17.500000000000004 1996.5000000000002 1975.5000000000002 25.500000000000004 21.500000000000004 42.710000000000008 4.5000000000000009 39.07500000000001 2019.5000000000002 3 4 5.5000000000000009 5.5000000000000009 5 44.07500000000001 2010.5000000000002 1996.5000000000002 17.500000000000004 10.500000000000002 3.5000000000000004 6 70.500000000000014 6782.5000000000009
decision_type=9 9 9 8 10 10 8 10 10 10 8 8 10 10 10 10 9 9 10 10 9 10 10 10 10 10 8 9 8 8
left_child=1 13 9 -3 7 6 -4 -5 -9 10 24 -6 -13 -1 -8 16 26 18 20 27 22 -22 23 -18 25 -2 -16 28 -19 -29
right_child=2 3 5 4 11 -7 14 8 -10 -11 -12 12 -14 -15 15 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=4.2294495389083147e-05 9.8092254095672544e-07 8.8073426027013074e-07 -2.5721770890667815e-05 2.2821395090311931e-05 -1.275454658937747e-06 3.1791749226214368e-05 -2.9885277539994223e-06 7.2923930820744314e-05 1.5936592345167323e-06 -2.1100583755027032e-05 -1.0369307418088283e-05 4.1018105946412585e-06 7.713476192865279e-05 -5.2092260985337447e-06 -1.9147324788364099e-05 2.540041356429008e-05 1.4711854179840544e-05 1.6686934069699774e-05 3.6698183616306872e-05 -0.00035199770118104947 -0.0012473244283066501 1.3735097866480805e-05 -0.0009723008944671329 6.3800777532285104e-05 8.3442278234445986e-06 -0.00026750319770176359 -0.00077199692256928632 -3.1382191573205255e-05 -5.4937074295987695e-06 2.5482458626196009e-05
leaf_weight=38 64 62 46 52 27 39 984 49 36 77 116 28 42 91 64 52 294 100 54 40 68 47 46 44 34 43 39 170 33 43
leaf_count=38 64 62 46 52 27 39 984 49 36 77 116 28 42 91 64 52 294 100 54 40 68 47 46 44 34 43 39 170 33 43
internal_value=0.000339376 0.00233945 -1.11652e-05 0.00343974 0.00435745 0.00021527 0.000143058 0.00588406 0.0044186 -0.00143768 -0.000883722 0.00216326 0.00338028 -0.000257144 0.000215487 0.000606392 0.00045254 0.000677894 0.00132624 -0.000261966 0.000967999 -0.000793652 0.00147848 0.0019115 0.00025352 -0.000629631 -0.00150877 0.000161382 0.00130555 -0.000589287
internal_weight=2922 425 2497 296 234 2163 2124 137 85 334 257 97 70 129 2078 1094 1042 939 553 386 499 115 384 338 141 107 103 346 133 213
internal_count=2922 425 2497 296 234 2163 2124 137 85 334 257 97 70 129 2078 1094 1042 939 553 386 499 115 384 338 141 107 103 346 133 213
cat_boundaries=0 30 32 62 69 71 72 73
cat_threshold=0 2050 0 0 3221233664 1 0 2147483648 0 0 0 4 64 512 268435456 0 0 0 0 8192 2147483648 0 0 0 0 1073774592 64 0 0 4096 0 12292 1342177296 0 0 0 0 0 0 0 1 32768 0 2048 8192 1048576 0 0 0 0 33558528 2048 256 0 0 8 0 0 0 0 0 8192 0 4 0 0 0 0 262144 128 22528 6 464
is_linear=0
shrinkage=0.04


Tree=885
num_leaves=31
num_cat=9
split_feature=7 8 11 11 6 3 0 1 2 2 3 2 2 2 6 3 1 0 7 2 2 2 2 3 2 2 6 3 7 2
split_gain=1.07095 0.690943 0.97686 0.76245 0.457927 0.580991 0.453229 0.30293 0.261188 0.744054 0.301219 0.349793 0.440642 0.25573 0.241462 0.333323 0.241132 0.240011 0.222623 0.206207 0.201632 0.182073 0.483335 0.401182 0.32375 0.499832 0.171335 0.295428 0.171217 0.228418
threshold=0 1 2 3 4 2007.5000000000002 40.250000000000007 1.5000000000000002 11.500000000000002 18.500000000000004 1976.5000000000002 48.500000000000007 57.500000000000007 84.500000000000014 5 2021.5000000000002 5.5000000000000009 36.400000000000006 6 24.500000000000004 35.500000000000007 49.500000000000007 64.500000000000014 2017.5000000000002 34.500000000000007 25.500000000000004 7 1998.5000000000002 8 6.5000000000000009
decision_type=9 9 9 9 9 10 10 10 10 10 10 10 10 10 9 8 8 10 9 8 8 10 10 8 8 10 9 10 9 8
left_child=4 3 17 8 5 18 16 -4 -2 -10 11 -11 -13 -14 15 -9 19 -3 -1 -5 -8 24 -23 -24 25 26 27 -19 -6 -30
right_child=1 2 7 6 28 -7 20 14 9 10 -12 12 13 -15 -16 -17 -18 21 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=5.7217394362687408e-06 -4.7950191080863441e-06 -8.385044041039599e-06 7.3852427859915144e-06 5.8007229809600097e-05 -4.7550076149769382e-06 0.00010956326324925551 2.2802350286310404e-05 8.2997142727057419e-05 8.3772041506866842e-05 -1.4243932671858734e-06 -8.6956629039951271e-05 1.3022612868344356e-05 -0.0001432018640884798 2.6246620884848295e-05 -2.4801562318654478e-05 -0.00010117330349185489 5.1069473098570616e-06 -2.3210471455663889e-05 -8.7185394349730106e-06 4.5385119933025039e-05 2.4348461390208538e-05 0.001137973380198465 -2.2122333856113354e-05 3.7358255589233131e-05 -1.2481886033771629e-05 4.5703067603384207e-05 1.8016937352173577e-05 3.0447967347497994e-05 -4.3339324023427766e-07 -1.4608083315467394e-05
leaf_weight=128 160 37 131 45 236 28 41 30 58 150 35 34 51 63 384 113 82 155 114 39 67 32 37 46 64 30 232 82 35 222
leaf_count=128 160 37 131 45 236 28 41 30 58 150 35 34 51 63 384 113 82 155 114 39 67 32 37 46 64 30 232 82 35 222
internal_value=0.000390276 0.000836577 0.000280346 0.00174641 -0.000894058 0.000427045 0.00345263 -0.000825113 0.000846974 0.00141837 0.000682634 0.00109699 0.0024698 0.00125217 -0.00126515 0.000181817 0.00488623 0.00129476 -0.000197532 0.0064 0.00154128 0.00148454 0.00293103 0.00128571 0.0011844 0.001528 0.0012 0.000370967 -0.00161111 -0.00234328
internal_weight=2961 2198 1373 825 763 270 274 658 551 391 333 298 148 114 527 143 166 715 242 84 108 678 115 83 563 499 469 237 493 257
internal_count=2961 2198 1373 825 763 270 274 658 551 391 333 298 148 114 527 143 166 715 242 84 108 678 115 83 563 499 469 237 493 257
cat_boundaries=0 18 47 48 49 50 51 68 69 86
cat_threshold=131072 129 1141899264 524800 0 134217792 0 809500672 33622016 134217728 32 64 0 268435456 0 0 1073745936 128 0 12 0 0 2147483648 1 0 2147483648 0 0 0 4 10240 512 0 4096 0 0 4096 0 2147483648 0 20971520 0 0 268435456 64 0 524288 4 16420 198 260 0 0 0 0 0 0 0 536870912 67584 0 0 0 0 268435456 0 0 4096 78 131072 128 67108864 0 0 0 0 0 65536 0 0 0 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=886
num_leaves=31
num_cat=12
split_feature=7 8 12 8 7 13 2 6 2 5 0 7 9 2 2 2 2 2 2 2 0 2 6 2 12 2 2 6 2 1
split_gain=0.967266 0.880011 0.517352 0.527406 0.353253 0.393939 0.348845 0.345264 0.589682 0.534207 0.392635 0.339411 0.391086 0.848342 0.510453 0.344754 0.338442 0.334814 0.260945 0.641465 0.431093 0.401373 0.254841 0.243492 0.231876 0.230412 0.251169 0.205047 0.409776 0.202722
threshold=0 1 2 3 4 5 14.500000000000002 6 295.00000000000006 2.5000000000000004 45.425000000000004 7 8 5.5000000000000009 22.500000000000004 40.500000000000007 39.500000000000007 56.500000000000007 17.500000000000004 9.5000000000000018 30.500000000000004 4.5000000000000009 9 44.500000000000007 10 89.500000000000014 231.50000000000003 11 9.5000000000000018 4.5000000000000009
decision_type=9 9 9 9 9 9 8 9 8 8 8 9 9 10 10 8 10 10 8 10 10 10 9 8 9 10 10 9 10 8
left_child=-1 18 11 6 22 -6 -4 8 9 -7 24 -3 15 -14 -15 27 -16 -11 19 21 -20 -2 -5 -22 -9 -17 -27 28 -13 -29
right_child=1 2 3 4 5 7 -8 10 -10 17 -12 12 13 14 16 25 -18 -19 20 -21 23 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-2.8138671532423202e-05 3.4026245885331474e-05 -2.4027307907406866e-05 -1.2984912153881502e-05 -8.7522885479479375e-06 4.352261944820859e-05 1.3061897832138543e-05 2.2968069971141719e-05 -0.00019258569685857014 5.3227866207131397e-05 7.2359463621296527e-06 1.1608439706680871e-05 -6.6945610159808343e-05 0.0028856828202153159 -9.2909174957398484e-06 5.0252071623893278e-05 -4.6295105233338804e-05 -4.9788811497068854e-06 -3.1705713090314047e-05 6.0119541001589838e-05 5.1336941025522572e-05 -7.8319571214410252e-05 -0.0010720185383574611 7.5787181897640847e-07 1.3999816478510118e-06 -6.0906203801455249e-06 1.619008246717119e-05 -0.00012418651243269616 0.00021297644883364438 5.1110421915797347e-05 -2.3224402434085042e-05
leaf_weight=205 28 111 40 105 110 34 179 125 37 491 25 38 68 76 25 159 61 122 28 48 42 26 105 61 170 52 38 32 65 227
leaf_count=205 28 111 40 105 110 34 179 125 37 491 25 38 68 76 25 159 61 122 28 48 42 26 105 61 170 52 38 32 65 227
internal_value=7.77087e-05 0.000280393 5.5865e-05 0.000507078 0.000197752 0.000483555 0.00227826 0.000220689 0.000725179 0.000450616 -0.000845922 -0.000672898 -0.000380283 0.00099585 -0.000539878 -0.000906753 0.00156322 0.000175895 0.00257377 0.00419417 0.00148485 0.00116364 -0.00126697 0.00026923 -0.00128378 -0.002064 -0.000439561 -0.000132232 0.00129824 -0.000725927
internal_weight=2933 2728 2495 1543 1324 1114 219 1004 684 647 320 952 841 230 162 611 86 613 233 102 131 54 210 103 295 249 90 362 103 259
internal_count=2933 2728 2495 1543 1324 1114 219 1004 684 647 320 952 841 230 162 611 86 613 233 102 131 54 210 103 295 249 90 362 103 259
cat_boundaries=0 17 47 48 77 94 95 96 108 110 111 113 114
cat_threshold=2 0 537133056 2048 0 64 33554432 272629760 0 134217744 0 64 0 268435456 0 0 128 0 6 4 134217728 0 0 0 0 0 0 0 0 2048 0 268435456 0 0 0 4096 8192 0 0 0 0 0 16384 0 0 0 4096 1197314 0 2056 0 0 0 0 0 0 0 0 0 2048 0 512 0 4096 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 0 128 68157440 2097156 0 0 0 536870912 2048 32 0 0 0 0 0 0 4096 8 202 1 0 67117056 0 2 0 0 0 65536 0 0 128 0 14384 280 65600 32 194
is_linear=0
shrinkage=0.04


Tree=887
num_leaves=31
num_cat=9
split_feature=7 12 9 4 6 12 2 2 11 2 12 11 3 2 2 2 1 2 4 6 2 3 3 2 1 1 2 0 0 2
split_gain=1.057 0.592915 0.602575 0.597848 0.436531 0.502081 0.546198 0.531373 0.430048 0.351026 0.397938 0.315476 0.313136 0.311976 0.300783 0.370996 0.355283 0.328145 0.285471 0.344383 0.626325 0.428414 0.299394 0.478778 0.472662 0.266165 0.264203 0.474007 0.24391 0.240731
threshold=0 1 2 2050.0000000000005 3 4 24.500000000000004 14.500000000000002 5 11.500000000000002 6 7 2020.5000000000002 26.500000000000004 78.500000000000014 31.500000000000004 5.5000000000000009 20.500000000000004 260.00000000000006 8 19.500000000000004 2007.5000000000002 1983.0000000000002 37.500000000000007 5.5000000000000009 2.5000000000000004 141.50000000000003 36.900000000000006 35.600000000000009 59.500000000000007
decision_type=9 9 9 10 9 9 10 8 9 8 9 9 8 10 10 10 10 10 10 9 10 10 10 10 8 10 10 10 10 10
left_child=4 11 9 8 -1 6 7 -6 -4 10 -3 14 -12 -5 15 16 17 -2 19 20 -11 29 23 28 -25 -10 -13 -28 -21 -22
right_child=1 2 3 13 5 -7 -8 -9 25 18 12 26 -14 -15 -16 -17 -18 -19 -20 22 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.3729546782267809e-05 1.338118486371442e-05 -0.00013754475333215026 1.5049841703429128e-05 4.9700385790491616e-05 1.1222238676433583e-06 -5.3666766133154058e-06 -4.661619558585816e-06 3.7688830947594596e-05 0.00018089839329800519 0.00017112995848734806 3.8449319941086662e-05 -2.8044544304693763e-05 -8.4730058966013438e-05 1.2487644806422328e-05 3.5528711940023071e-05 -2.7486887530301376e-05 -4.5899823631948372e-05 3.8501652704896122e-05 -0.00038105176525019615 -0.00055765954364338786 -3.126614842833296e-05 6.7924614943743613e-05 -9.461697794650239e-06 9.0908560063127933e-07 0.00014415514710442945 -8.8301471387801318e-05 -9.5982567122105984e-06 1.6404458012235733e-05 1.5698398616383687e-05 2.6591269032269176e-05
leaf_weight=357 212 109 169 40 35 400 76 34 28 55 36 304 116 36 29 51 40 31 46 85 58 30 88 119 49 104 31 34 90 47
leaf_count=357 212 109 169 40 35 400 76 34 28 55 36 304 116 36 29 51 40 31 46 85 58 30 88 119 49 104 31 34 90 47
internal_value=-0.0001483 0.000357421 0.00086626 0.00219588 -0.0012793 -0.000539569 0.00141026 0.00405714 0.00144371 0.000306708 -0.000931299 -0.000549126 0.000441717 0.0054026 0.000288769 -4.77621e-05 0.000521126 0.00109836 0.000796406 0.00102251 0.00238806 0.00102941 0.00035294 0.000895348 0.0024142 -0.000335665 -0.0013579 0.00090909 -0.000568183 -0.00018868
internal_weight=2939 2037 1305 377 902 545 145 69 301 928 261 732 152 76 363 334 283 243 667 621 190 135 431 343 168 132 369 65 175 105
internal_count=2939 2037 1305 377 902 545 145 69 301 928 261 732 152 76 363 334 283 243 667 621 190 135 431 343 168 132 369 65 175 105
cat_boundaries=0 18 19 21 22 23 24 25 26 27
cat_threshold=268582912 128 538181632 2621440 2 134217792 131072 268435456 65536 134217744 8192 192 268435584 0 0 0 1073746048 256 1180930 1073741824 18452 450 41056 36 67209216 4 322
is_linear=0
shrinkage=0.04


Tree=888
num_leaves=31
num_cat=14
split_feature=8 12 7 9 3 8 2 4 8 7 2 9 2 6 4 12 2 3 12 2 15 2 2 3 6 2 6 2 2 2
split_gain=0.928596 0.946503 0.581532 0.658946 0.949836 0.720443 0.835664 0.554176 0.549743 0.467399 0.352608 0.323191 0.409755 0.396286 0.329755 0.300015 0.298019 0.306048 0.283352 0.492558 0.26968 0.785541 0.341611 0.309945 0.263063 0.260627 0.242792 0.219276 0.2173 0.198516
threshold=0 1 2 3 2003.5000000000002 4 16.500000000000004 1074820000.0000002 5 6 129.50000000000003 7 24.500000000000004 8 1050.0000000000002 9 647.00000000000011 2016.5000000000002 10 15.500000000000002 11 8.5000000000000018 13.500000000000002 2020.5000000000002 12 47.500000000000007 13 45.500000000000007 4.5000000000000009 42.500000000000007
decision_type=9 9 9 9 10 9 10 8 9 9 10 9 10 9 10 9 8 8 9 10 9 8 10 8 9 10 9 8 10 8
left_child=7 2 16 5 18 6 -4 -1 -3 -10 -8 12 20 25 -14 24 17 -2 19 28 21 -11 -22 -23 -7 -13 -17 -26 -5 -28
right_child=1 8 3 4 -6 15 10 -9 9 11 -12 13 14 -15 -16 26 -18 -19 -20 -21 22 23 -24 -25 27 -27 29 -29 -30 -31
leaf_value=-2.3066869336108202e-05 -3.0965759884844515e-06 -0.00012282083609322709 -0.00040089812223937911 1.3438664421521823e-05 0.0001287133706967634 2.7606919025906516e-05 0.00014058827742494226 1.4162783208988271e-05 -0.00010142881979860276 -0.00011407135440300098 7.9823047123298879e-06 2.5768263420685063e-05 -1.4323567361524178e-05 -5.4754866060306008e-05 2.3888675436346826e-05 -2.9927294433917951e-05 1.9915816598076937e-05 1.6671219210063204e-05 -9.5645180076742207e-06 -3.1546912573957643e-06 1.4684371037796907e-05 2.7159653125307721e-05 -0.00026297529577755748 0.0001731250240160137 -9.9670986853383092e-06 -0.00010778022161034588 8.051557949080507e-06 7.224403383149126e-06 0.00012492073628881753 -1.1843418070685581e-05
leaf_weight=44 27 108 31 25 42 102 41 301 228 95 28 72 266 105 36 301 54 205 128 54 128 32 32 78 84 33 131 26 27 79
leaf_count=44 27 108 31 25 42 102 41 301 228 95 28 72 266 105 36 301 54 205 128 54 128 32 32 78 84 33 131 26 27 79
internal_value=5.02708e-05 -0.000211576 0.000501432 7.56747e-05 0.00172822 -0.000494006 0.00252252 0.00196629 -0.00102288 -0.000734768 0.0052 -0.000301803 0.000135692 -0.00162896 -0.000950496 -0.00094278 0.00207407 0.00151073 0.000782978 0.00218803 0.00103825 0.00194444 -0.000233919 0.00432432 0.000322869 0.000172413 -0.0014636 -0.000991736 0.00513207 -0.000361992
internal_weight=2943 2598 1385 1099 276 823 100 345 1213 1105 69 877 667 210 302 723 286 232 234 106 365 205 160 110 212 105 511 110 52 210
internal_count=2943 2598 1385 1099 276 823 100 345 1213 1105 69 877 667 210 302 723 286 232 234 106 365 205 160 110 212 105 511 110 52 210
cat_boundaries=0 30 32 49 51 74 103 120 122 123 125 126 127 128 129
cat_threshold=0 2050 0 134217728 0 1 0 2147483648 0 32768 0 131076 2112 0 0 0 0 0 0 10240 0 0 0 0 0 268435456 0 0 0 4096 108640 34 0 0 0 0 32 0 0 131072 2048 0 0 384 16 0 0 0 4112 256 6276 0 4 0 0 0 0 262144 0 0 0 0 2048 0 512 0 0 0 0 0 0 0 0 4194304 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 0 0 0 0 0 0 524288 1 0 8192 0 34 0 0 131072 65536 0 0 128 0 0 0 0 4096 0 22688 152 65568 2 75840 69206016 14 216
is_linear=0
shrinkage=0.04


Tree=889
num_leaves=31
num_cat=9
split_feature=8 7 7 2 4 5 4 18 2 5 8 12 3 5 3 1 6 4 2 4 9 0 12 1 0 2 3 3 2 4
split_gain=1.36645 1.01969 0.658747 0.57019 0.616261 0.514699 0.514362 0.610773 0.483517 0.42489 0.409037 0.370775 0.348045 0.341686 0.308302 0.289856 0.335249 0.286934 0.388422 0.284261 0.28264 0.394707 0.319799 0.378584 0.260799 0.290484 0.21229 0.184926 0.188386 0.181061
threshold=0 1 2 22.500000000000004 1950.0000000000002 3.5000000000000004 575.00000000000011 3 35.500000000000007 1.5000000000000002 4 5 2002.5000000000002 1.5000000000000002 2011.5000000000002 2.5000000000000004 6 52809240000.000008 1338.0000000000002 141.00000000000003 7 18.500000000000004 8 5.5000000000000009 33.175000000000004 7.5000000000000009 1998.5000000000002 1990.5000000000002 13.500000000000002 199.50000000000003
decision_type=9 9 9 8 10 8 10 9 8 8 9 9 8 10 10 10 9 8 8 8 9 10 9 10 10 8 10 10 8 10
left_child=3 24 -3 4 9 -5 10 -8 -7 -1 -4 15 -10 -9 -11 -12 27 -14 -19 -13 -18 -22 26 -24 -2 -26 -23 28 -17 -21
right_child=1 2 6 5 -6 8 7 13 12 14 11 19 17 -15 -16 16 20 18 -20 29 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=6.0141934414683272e-06 7.1680804332542959e-06 -8.81749262525975e-06 -6.791736183687663e-06 -1.0130053947099752e-05 -2.3011788242074965e-05 3.2589852829053162e-05 -1.0169673095603572e-05 4.3936024514305632e-05 3.4373190898148984e-05 1.142622653785039e-06 -1.5631761800536864e-05 8.010459229509622e-05 4.4062575110506987e-05 1.0385198202261942e-05 5.4456990289861339e-05 1.0360294897072252e-05 -0.00033965620991488325 -4.9197595999301891e-07 0.00011301425361092386 -5.3961970294665409e-06 2.6487041218103971e-07 -1.5227725384690855e-05 2.0351241562041226e-05 6.9873392737874055e-05 1.8063697911623614e-05 5.7448390361837216e-06 0.00033715308686075484 -7.7501270022337405e-05 -0.00044260084161460973 -0.00076752537452909851
leaf_weight=26 37 262 106 37 49 34 48 50 27 146 51 27 42 44 26 38 101 66 36 886 199 86 129 34 46 130 25 62 48 29
leaf_count=26 37 262 106 37 49 34 48 50 27 146 51 27 42 44 26 38 101 66 36 886 199 86 129 34 46 130 25 62 48 29
internal_value=0.00026366 -0.0001274 -0.000384616 0.002168 0.000854838 0.00358848 -0.000127661 0.00218182 0.00436893 0.00184925 -0.000309551 -0.000150638 0.00346512 0.0040421 0.00110983 0.000494897 0.000708159 0.00264827 0.00147573 -0.000679959 0.00113504 0.00154545 0.00256 0.00360919 0.00244643 0.0018983 0.00062295 -0.000955976 0.000183907 -0.000807861
internal_weight=2927 2438 2225 489 247 242 1963 142 205 198 1821 1715 171 94 172 773 722 144 102 942 574 473 274 163 213 176 111 148 86 915
internal_count=2927 2438 2225 489 247 242 1963 142 205 198 1821 1715 171 94 172 773 722 144 102 942 574 473 274 163 213 176 111 148 86 915
cat_boundaries=0 27 45 62 63 90 92 93 95 96
cat_threshold=1073741824 2052 0 0 8192 1 0 2147483648 0 32768 0 131076 2048 512 0 0 0 0 0 10240 0 0 0 0 0 16384 4 268435456 0 536879104 512 0 64 0 8192 0 32 0 128 0 0 0 0 1073741840 512 147456 144 1048576 2623488 32 0 0 268435456 0 0 32 0 0 268435456 0 0 4096 4 0 8 0 0 0 0 0 0 1 0 0 2048 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 64 67207264 34 208 0 4116 67141664
is_linear=0
shrinkage=0.04


Tree=890
num_leaves=31
num_cat=14
split_feature=7 7 2 8 12 8 2 2 15 9 12 15 2 11 9 2 12 2 1 12 1 12 2 2 2 2 1 2 2 2
split_gain=1.61698 0.778111 0.743916 0.658095 0.571508 0.505057 0.630556 0.692293 0.461735 0.493757 0.383488 0.3618 0.492009 0.354382 0.396219 0.350123 0.34619 0.345936 0.281998 0.22719 0.239536 0.226656 0.213609 0.185901 0.3603 0.185241 0.18105 0.228245 0.491996 0.173857
threshold=0 1 6.5000000000000009 2 3 4 18.500000000000004 15.500000000000002 5 6 7 8 101.50000000000001 9 10 301.00000000000006 11 49.500000000000007 5.5000000000000009 12 4.5000000000000009 13 3.5000000000000004 11.500000000000002 32.500000000000007 4.5000000000000009 2.5000000000000004 161.00000000000003 70.500000000000014 23.500000000000004
decision_type=9 9 8 9 9 9 10 8 9 9 9 9 10 9 9 8 9 10 10 9 10 9 8 10 10 10 10 10 8 8
left_child=2 21 -1 19 8 6 7 25 9 11 15 -5 23 14 -7 -4 -8 -18 26 -3 -21 29 -23 -13 -25 -6 -12 28 -28 -2
right_child=1 3 10 4 5 13 16 -9 -10 -11 18 12 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.7201168711217021e-05 2.4123448081832027e-05 -4.1839786379582468e-05 -6.9111992316306129e-06 5.5880494852384608e-05 0.00031881241143463828 3.0860896653889388e-05 -0.00084256948847792612 0.0012744110800409899 -8.2525124810076064e-07 1.8372405008636857e-05 3.3640943772549535e-05 -0.00018306704911873333 6.2637130268400359e-05 -4.1464070092484925e-05 -2.2932245390104636e-05 1.5710301058678381e-05 -8.7307574833087674e-05 2.3090348158448347e-05 -4.5334991463531734e-05 5.046282613325036e-06 -4.2706477488641583e-05 -1.4436483003482924e-06 -6.2833359206959262e-05 2.4820848116370441e-05 -8.1598347046798065e-06 2.4993418599321824e-05 2.4480223553772512e-05 8.567342483421654e-06 -0.0019710006439048167 -4.3509522706587601e-05
leaf_weight=32 52 113 63 114 54 115 106 25 238 110 35 80 25 397 255 42 59 56 26 32 106 38 279 83 92 115 90 27 28 56
leaf_count=32 52 113 63 114 54 115 106 25 238 110 35 80 25 397 255 42 59 56 26 32 106 38 279 83 92 115 90 27 28 56
internal_value=-8.55988e-05 -0.000428955 0.00245198 -0.00011894 0.000136433 -0.000409054 0.000704224 0.00237949 0.000998671 0.00167767 0.00191026 0.000948147 0.000137456 -0.00101285 -0.000104988 -0.000172415 -0.00073874 0.00079365 0.00283871 -0.002 -0.000751679 -0.00197248 -0.00252439 -0.000390626 0.000340908 0.00143529 0.00353591 0.00287671 0.00208403 -0.000268908
internal_weight=2943 2600 343 2175 1924 1182 415 194 742 504 311 394 280 767 370 105 221 115 206 251 138 425 317 255 175 169 180 145 118 108
internal_count=2943 2600 343 2175 1924 1182 415 194 742 504 311 394 280 767 370 105 221 115 206 251 138 425 317 255 175 169 180 145 118 108
cat_boundaries=0 12 30 60 62 85 86 88 90 91 92 94 95 97 98
cat_threshold=1 0 1107296256 2560 524290 134225920 4194304 8192 2048 134217744 0 384 16386 1 605036544 524288 0 66 0 268435456 65536 268435456 0 0 335544320 0 0 32 0 128 268435456 0 0 0 2147483648 1 0 2147483648 0 0 0 2048 0 0 0 4096 0 0 0 8192 2147483904 0 0 8 0 0 64 0 0 4096 75840 34 16 0 0 0 0 0 262144 0 0 0 0 131076 2048 512 0 0 0 0 0 0 0 0 16777216 2348810240 1 2208 1081664 32 2281701376 32772 0 20512 16925952 66562 32 1182048
is_linear=0
shrinkage=0.04


Tree=891
num_leaves=31
num_cat=12
split_feature=7 12 7 2 17 2 3 12 1 2 2 2 9 1 12 16 12 12 2 2 2 3 3 2 3 2 2 2 17 6
split_gain=1.73973 0.552193 0.542181 0.551604 0.654441 0.490342 0.485654 0.41312 0.368212 0.302425 0.322035 0.558635 0.295175 0.428947 0.300724 0.29477 0.585514 0.463955 0.519974 0.423558 0.331815 0.263341 0.233435 0.24007 0.286412 0.220162 0.250962 0.221123 0.215302 0.321527
threshold=0 1 2 9.5000000000000018 3 5.5000000000000009 2011.5000000000002 4 2.5000000000000004 5.5000000000000009 3.5000000000000004 2.5000000000000004 5 4.5000000000000009 6 7 8 9 12.500000000000002 14.500000000000002 64.500000000000014 2018.5000000000002 2014.5000000000002 49.500000000000007 1975.5000000000002 26.500000000000004 37.500000000000007 23.500000000000004 10 11
decision_type=9 9 9 10 9 10 8 9 10 8 10 10 9 10 9 1 9 9 10 10 10 8 10 10 10 10 10 10 9 9
left_child=-1 6 5 7 21 -3 -2 28 -6 10 11 -9 14 -14 -10 17 20 19 -19 -15 -17 -5 23 25 -25 27 -27 -20 -4 -30
right_child=1 2 3 4 8 -7 -8 9 12 -11 -12 -13 13 15 -16 16 -18 18 22 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-2.9172070943255557e-05 5.2478061007542173e-05 5.1840749593303713e-05 -1.0003900119337555e-05 -4.3160238373519125e-05 1.6589440247160484e-05 3.8900492379477246e-06 -1.6679934689898041e-05 -0.00022088088753109941 4.4397517240294048e-06 1.9835878509729155e-05 -0.00010788092763725135 0.00016261795363756547 -8.6866265855226171e-05 -0.0009970632594875125 -0.00011413568055989837 -0.00025953842408490713 5.1395506237641452e-05 0.00010852939878976467 1.7791198757102339e-05 5.5681761968763292e-06 2.3817656713133437e-05 -1.0228288635854153e-06 0.00033790224422614544 4.1182968250475294e-05 -2.6297878002278472e-05 3.9708474716290359e-05 9.9525243026246839e-05 -5.9682419169818373e-06 1.0025112660704328e-05 -3.2591637205160883e-05
leaf_weight=327 52 33 107 39 78 67 375 48 135 167 62 29 64 41 103 77 228 59 114 103 25 161 27 58 30 26 25 27 107 131
leaf_count=327 52 33 107 39 78 67 375 48 135 167 62 29 64 41 103 77 228 59 114 103 25 161 27 58 30 26 25 27 107 131
internal_value=0.000252904 0.000600996 0.000859761 0.000708933 0.00115412 0.0036036 -0.000703197 -0.000251535 0.00149472 0.00080757 -0.000542858 0.00117949 0.00132283 0.00164371 3.21276e-05 0.0019025 0.000966766 0.00250489 0.00322546 0.000412902 -0.00148673 -0.000947868 0.00263636 0.00227758 0.000539325 0.00306736 0.00530769 0.00222535 -0.00117978 -0.0004498
internal_weight=2925 2598 2171 2071 1420 100 427 651 1220 306 139 77 1142 904 238 840 330 510 366 144 102 200 307 280 88 192 51 141 345 238
internal_count=2925 2598 2171 2071 1420 100 427 651 1220 306 139 77 1142 904 238 840 330 510 366 144 102 200 307 280 88 192 51 141 345 238
cat_boundaries=0 16 17 32 33 34 36 38 39 40 42 43 44
cat_threshold=131073 16 68419584 2883584 0 134217792 33554432 268435456 0 0 8224 2097152 268435456 268435456 0 32 132384 268435456 0 33562624 512 0 8192 0 8192 0 8192 0 0 0 0 67108864 3 1116226 1 16420 67650 32 2 51202 1114112 34 40 344
is_linear=0
shrinkage=0.04


Tree=892
num_leaves=31
num_cat=7
split_feature=7 4 2 8 7 2 8 3 2 2 4 11 4 2 17 2 3 0 2 2 3 0 2 2 2 2 5 7 2 0
split_gain=1.4696 1.0263 1.06983 0.93075 0.899274 0.54856 0.437559 0.519458 0.624492 0.75928 0.574049 0.507559 0.701657 0.446227 0.401361 0.385364 0.419964 0.384988 0.320378 0.759777 0.304899 0.467913 0.279193 0.276155 0.3541 0.466215 0.271338 0.234673 0.212216 0.203008
threshold=0 10347970000.000002 11.500000000000002 1 2 8.5000000000000018 3 2015.5000000000002 19.500000000000004 38.500000000000007 2025703500.0000002 4 6050.0000000000009 689.50000000000011 5 68.500000000000014 1993.5000000000002 40.675000000000004 1.5000000000000002 2.5000000000000004 2002.5000000000002 18.500000000000004 55.500000000000007 3.5000000000000004 28.500000000000004 37.500000000000007 1.5000000000000002 6 108.50000000000001 16.750000000000004
decision_type=9 8 8 9 9 8 9 8 10 10 8 9 10 10 9 8 10 10 8 10 10 10 10 10 10 10 8 9 10 10
left_child=1 2 -1 29 -5 -3 7 -6 10 -10 -9 12 14 -13 26 -7 -17 -12 -16 -20 21 27 -22 -23 -25 -26 -8 -21 -27 -2
right_child=3 5 -4 4 6 15 11 8 9 -11 17 13 -14 -15 18 16 -18 -19 19 20 22 23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-2.6338186509457298e-07 2.2181622682255163e-06 1.6446929985026276e-05 4.1758766853218515e-05 -3.0423767884073435e-05 -2.2822728860974277e-05 -5.0069722495038983e-06 1.9432426662414647e-05 -2.8309118916929482e-05 5.2477883262442277e-05 1.0749295414050225e-05 0.00012216530584453747 -1.5181386515414687e-05 3.4773179373568598e-05 1.6026878103328218e-05 1.5781943341214897e-05 1.9416407319432166e-05 1.639755611365053e-05 -6.3240868149758419e-05 -0.00027042574168677246 6.3163037267799879e-06 3.0843974239749318e-07 0.0018591340422959486 -8.6425892555907307e-06 8.946614745143354e-06 0.00013719860042466054 4.1769713091531535e-05 -8.1850185972703326e-05 -1.6422066552246579e-05 2.5298416884463881e-05 -1.292816382998216e-05
leaf_weight=28 32 51 54 220 29 124 52 26 25 46 54 414 29 38 62 86 25 27 52 280 151 27 31 237 25 76 141 115 35 294
leaf_count=28 32 51 54 220 29 124 52 26 25 46 54 414 29 38 62 86 25 27 52 280 151 27 31 237 25 76 141 115 35 294
internal_value=0.000338066 0.00265963 0.0066506 -1.26542e-05 0.000286881 0.00158885 0.000560766 0.00225688 0.00317318 0.00605555 0.00122222 0.000349098 0.000746223 -0.000794817 0.000610116 0.000762711 0.00246428 0.00287805 0.00090381 0.000741747 0.000993864 0.00133166 -0.000480875 0.00229426 0.002 0.00362044 -0.00103922 0.000353534 0.00246428 -0.00197033
internal_weight=2886 368 82 2518 2192 286 1972 207 178 71 107 1765 1313 452 1284 235 111 81 1091 1029 977 795 182 400 373 136 193 395 111 326
internal_count=2886 368 82 2518 2192 286 1972 207 178 71 107 1765 1313 452 1284 235 111 81 1091 1029 977 795 182 400 373 136 193 395 111 326
cat_boundaries=0 18 42 59 88 90 91 99
cat_threshold=268435457 0 33562624 8192 2 0 4194304 8192 2048 16 32768 128 16 0 67108864 32 1073741952 128 1342177296 0 4 0 2147483648 1 0 2147483648 1 0 0 2048 0 0 0 0 0 0 0 10240 2147483904 0 4194304 8 0 17 0 2623488 524288 134217792 0 268435456 33554432 0 8192 0 0 0 0 0 4096 0 2056 0 0 0 0 0 0 0 32768 0 4 0 512 0 0 0 0 0 0 0 0 0 0 0 16384 4 0 524288 32804 2147550208 10 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=893
num_leaves=31
num_cat=12
split_feature=7 8 12 11 2 0 4 7 3 12 0 4 4 7 2 0 2 2 5 8 2 9 12 2 2 4 6 9 0 0
split_gain=1.11269 1.21114 0.683314 0.692492 0.620349 0.682846 0.502965 0.425113 0.554067 0.446189 0.40876 0.383363 0.359637 0.386595 0.372448 0.355603 0.307163 0.303441 0.389317 0.296596 0.571072 0.271241 0.362564 0.507403 0.36362 0.261349 0.246268 0.28888 0.358552 0.325356
threshold=0 1 2 3 30.500000000000004 42.710000000000008 293.00000000000006 4 2020.5000000000002 5 39.07500000000001 2050.0000000000005 11633120000.000002 6 36.500000000000007 40.250000000000007 37.500000000000007 6.5000000000000009 3.5000000000000004 7 14.500000000000002 8 9 13.500000000000002 9.5000000000000018 775.00000000000011 10 11 39.07500000000001 44.07500000000001
decision_type=9 9 9 9 10 10 10 9 10 9 10 8 8 9 10 8 10 8 8 9 10 9 9 10 10 10 9 9 10 10
left_child=17 -2 3 -3 11 6 10 9 19 -4 -6 -5 -11 16 -15 21 -14 -1 -19 20 -9 -13 23 -23 -24 -20 27 -21 -29 -30
right_child=1 2 7 4 5 -7 -8 8 -10 12 -12 15 13 14 -16 -17 -18 18 25 26 -22 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=3.8178294344330294e-05 -1.2317319604520093e-05 2.0014041245513564e-05 -5.4201522323813695e-05 -0.00024295208926932918 4.8381216448280057e-06 7.0172194389944142e-05 -0.00048353216958831041 -2.1720341651538426e-05 7.9472511675237297e-05 -0.00030658451422558414 0.00010680461788856524 -2.6326731275361226e-06 -0.0001015720735274224 4.920120158120948e-05 2.9797908613472793e-06 -0.00036320162831247416 3.6050141365584802e-05 9.3719546263686779e-05 7.6750677796210796e-07 -2.4151912560982539e-05 6.2127186388534135e-06 4.6274583213022002e-05 -0.00055265617406281223 -5.7376200726247209e-05 4.3716999988313715e-06 1.6931166659887392e-05 -3.3135571042025867e-05 -0.0001424514022898373 1.1530713034497341e-05 -3.9427218573464436e-05
leaf_weight=25 214 106 120 40 130 30 25 64 27 45 88 101 143 89 38 101 110 30 142 133 48 100 61 71 81 37 447 60 202 57
leaf_count=25 214 106 120 40 130 30 25 64 27 45 88 101 143 89 38 101 110 30 142 133 48 100 61 71 81 37 447 60 202 57
internal_value=0.000128118 -0.000103575 0.000147151 0.000998941 0.000581644 0.00214598 0.00142623 -0.000358847 -0.000831269 0.000539567 0.00204566 -0.000179857 0.00114679 0.0015748 0.00327536 0.000116278 0.000560605 0.0027102 0.00230476 -0.000992096 0.000910568 0.000636144 0.00119753 0.0023956 -0.000313726 0.00157778 -0.00122637 -0.000535638 0.000133332 0.000784614
internal_weight=2965 2731 2517 934 828 273 243 1583 1038 545 218 555 425 380 127 515 253 234 209 1011 112 414 313 171 142 179 899 452 319 259
internal_count=2965 2731 2517 934 828 273 243 1583 1038 545 218 555 425 380 127 515 253 234 209 1011 112 414 313 171 142 179 899 452 319 259
cat_boundaries=0 17 46 48 50 67 68 76 92 94 96 97 99
cat_threshold=0 0 33554432 2176 524290 0 37748736 8192 0 16 32768 256 16 0 67108864 0 144 1342177280 0 0 134217728 0 0 0 0 1 0 0 2048 0 1048576 0 0 0 0 33558528 2048 2147483648 0 0 8 0 0 64 0 524288 100448 2 32768 2147484672 0 128 537919488 4 0 0 131072 131072 0 8224 0 128 0 268435456 0 0 4096 84935680 0 0 1048576 0 0 0 131072 131072 0 4 0 0 0 1 0 2147483648 0 0 0 4 0 0 0 4096 0 8244 98304 2 450 0 16548
is_linear=0
shrinkage=0.04


Tree=894
num_leaves=31
num_cat=9
split_feature=7 5 12 4 12 7 4 2 4 0 5 13 2 2 2 7 2 2 2 5 6 2 12 2 2 0 0 1 2 13
split_gain=1.29499 0.885591 0.678127 0.735519 0.594422 0.418634 0.463724 0.406926 0.633666 0.394916 0.369037 0.254116 0.253969 0.238121 0.215185 0.194724 0.241079 0.189161 0.375021 0.232489 0.314271 0.734826 0.315213 0.319097 0.305369 0.294899 0.272261 0.168937 0.29267 0.168399
threshold=0 4.5000000000000009 1 2114435000.0000002 2 3 5081865000.000001 21.500000000000004 575.00000000000011 18.500000000000004 1.0000000180025095e-35 4 1.5000000000000002 24.500000000000004 45.500000000000007 5 85.500000000000014 321.00000000000006 67.500000000000014 3.5000000000000004 6 14.500000000000002 7 4.5000000000000009 13.500000000000002 30.500000000000004 18.500000000000004 4.5000000000000009 59.500000000000007 8
decision_type=9 10 9 8 9 9 10 8 10 10 10 9 10 8 8 9 8 10 10 8 9 10 9 10 10 10 10 10 10 9
left_child=4 2 5 7 12 9 29 -4 -9 -2 15 13 -1 -5 -15 16 -6 18 19 -13 22 -22 23 -21 25 -24 -25 -17 -29 -7
right_child=1 -3 3 11 10 6 -8 8 -10 -11 -12 17 -14 14 -16 27 -18 -19 -20 20 21 -23 24 26 -26 -27 -28 28 -30 -31
leaf_value=8.269187249868502e-06 -4.1903259550262493e-06 6.1321735925768815e-05 3.1750811617104293e-05 2.8104264073202475e-07 3.3825770223262396e-05 -1.1921443489658956e-05 1.0137927212926936e-05 3.0437612023862009e-06 3.9922625577515965e-05 2.2583646380479015e-05 -0.0020006736450924557 3.4827739266491919e-05 -3.0320422762354856e-05 0.00072613750071507223 4.7392880873746574e-05 -0.00010242050058962139 -3.6283475550135541e-06 7.7187110580073111e-06 -2.0615668222374408e-05 -0.00036207296461196882 -3.8986757381835161e-05 2.2895187520057818e-05 5.7198662323284247e-05 1.7532360075007904e-05 -2.250493155639039e-05 1.5951854503783114e-05 2.3816359512937395e-05 -1.4939947120293823e-05 5.6851834535743863e-05 -1.5863261217069131e-06
leaf_weight=34 57 32 80 39 98 384 43 27 30 116 36 62 337 25 50 39 32 25 121 28 100 63 30 38 205 125 77 81 25 479
leaf_count=34 57 32 80 39 98 384 43 27 30 116 36 62 337 25 50 39 32 25 121 28 100 63 30 38 205 125 77 81 25 479
internal_value=5.7553e-05 0.000523364 0.000428117 0.00110915 -0.00145455 -0.000289909 -0.00063686 0.00385507 0.00641379 0.00145652 -0.000136647 0.000736096 -0.00252356 0.002432 0.00394737 0.000362318 0.00141844 0.000479095 0.000381176 0.000724279 0.000503747 -0.000988507 0.000988326 0.00251948 0.000323449 0.00166667 0.00362069 -0.000641027 0.000149532 -0.000847223
internal_weight=2918 2236 2204 1125 682 1079 906 137 57 173 311 988 371 114 75 275 130 874 849 728 666 163 503 143 360 155 115 145 106 863
internal_count=2918 2236 2204 1125 682 1079 906 137 57 173 311 988 371 114 75 275 130 874 849 728 666 163 503 143 360 155 115 145 106 863
cat_boundaries=0 18 19 20 27 28 45 46 48 49
cat_threshold=0 161 604241920 2621956 32 8256 0 268435456 65536 134217760 8224 2097216 128 268435456 0 0 1073741952 256 1189186 16999490 2 0 1073741824 10240 0 0 131072 8 0 128 67108864 0 32 0 0 0 65536 0 0 0 0 0 0 0 1073741824 142 16779296 2 2
is_linear=0
shrinkage=0.04


Tree=895
num_leaves=31
num_cat=12
split_feature=8 12 8 7 12 2 2 2 11 12 9 11 0 2 4 13 9 4 0 12 1 2 1 2 1 4 4 1 2 2
split_gain=1.14343 0.871444 0.614594 0.524356 0.608771 0.461649 0.743045 0.474495 0.294531 0.285236 0.287313 0.282446 0.258027 0.254005 0.3243 0.334718 0.29918 0.314506 0.249921 0.247237 0.339172 0.245239 0.234155 0.230303 0.224904 0.219918 0.201785 0.223871 0.22999 0.195201
threshold=0 1 2 3 4 14.500000000000002 49.500000000000007 22.500000000000004 5 6 7 8 31.500000000000004 23.500000000000004 9736.0000000000018 9 10 481.00000000000006 44.07500000000001 11 1.0000000180025095e-35 29.500000000000004 5.5000000000000009 25.500000000000004 2.5000000000000004 25040530000.000004 1868495000.0000002 5.5000000000000009 79.500000000000014 89.500000000000014
decision_type=9 9 9 9 9 8 8 10 9 9 9 9 10 8 10 9 9 10 10 9 10 10 10 10 10 8 10 8 10 10
left_child=1 -1 22 4 8 18 7 -7 -4 -5 -11 12 -12 14 15 -13 -17 -18 -3 20 25 -22 -2 -14 -21 -15 27 28 -8 -23
right_child=2 5 3 9 -6 6 26 -9 -10 10 11 13 23 19 -16 16 17 -19 -20 24 21 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6891092043141983e-05 -9.5120109488014084e-06 1.8827061453218468e-05 4.8288135420193611e-06 -2.2122545807974347e-05 -1.7367338632147542e-05 1.0363979170177713e-05 -4.1695652731278787e-06 0.00059946715463020253 1.2804840553412118e-05 -2.0935070794969369e-05 4.9274530955668486e-05 -3.3806400388468983e-05 4.2273677019453554e-05 -4.2164869305968059e-06 -9.678959071379723e-07 -1.3455286991466854e-05 2.92673456523906e-05 0.0038731233369815139 -2.1974889533512513e-05 -0.00065041301980192493 -0.00031492270101933723 3.5641900053158012e-06 -1.6059617112535326e-07 -8.4786687551408447e-06 -2.2624736583978235e-05 4.4964552755394711e-05 4.8152366480770226e-05 -0.00064741575782353139 2.2343162724069648e-05 -1.5453219635911264e-05
leaf_weight=117 221 122 112 273 210 49 30 39 150 100 25 152 54 25 27 128 281 28 26 57 68 151 45 44 223 51 26 33 31 72
leaf_count=117 221 122 112 273 210 49 30 39 150 100 25 152 54 25 27 128 281 28 26 57 68 151 45 44 223 51 26 33 31 72
internal_value=1.34625e-05 0.00179339 -0.000330144 -0.000108832 0.00106004 0.00276839 0.00405742 0.00683146 0.00231502 -0.00042712 -0.000203074 -4.58134e-05 0.00170149 -0.0002292 0.00035008 0.000549152 0.00109821 0.0017625 0.00112752 -0.000783952 -7.4075e-05 -0.000698631 -0.0021083 0.000888888 -0.00164949 0.00228571 0.00198347 0.00109474 0.00251613 -5.35724e-05
internal_weight=2970 473 2497 2231 472 356 208 88 262 1759 1486 1386 123 1263 616 589 437 309 148 647 367 291 266 98 280 76 120 94 61 223
internal_count=2970 473 2497 2231 472 356 208 88 262 1759 1486 1386 123 1263 616 589 437 309 148 647 367 291 266 98 280 76 120 94 61 223
cat_boundaries=0 30 31 57 75 77 78 79 81 83 84 86 88
cat_threshold=0 2054 0 0 2147483648 1 0 0 0 32768 0 131072 10240 512 0 0 0 0 33554432 0 0 0 0 0 0 32768 68 0 524288 4096 16975136 1342177280 0 0 134217728 0 0 0 0 0 0 0 2048 0 1048576 0 0 0 0 4096 2048 2147483648 0 4194304 8 0 16384 268435456 1 1073750016 2048 0 0 0 131072 2048 0 0 0 0 0 0 0 1073741968 128 114786 32 32 27648 1073741824 144 32768 2147484672 4 0 16420 83918882 32
is_linear=0
shrinkage=0.04


Tree=896
num_leaves=31
num_cat=10
split_feature=7 7 12 0 4 12 6 2 2 2 2 7 6 2 2 4 0 9 1 15 12 2 2 1 4 2 2 2 2 0
split_gain=1.481 0.671224 0.600095 0.603607 0.575528 0.473132 0.49731 0.429 0.503323 0.470927 0.536672 0.392035 0.433199 0.527874 0.367267 0.358826 0.349424 0.325995 0.435638 0.346749 0.310235 0.305833 0.912736 0.290167 0.285563 0.284752 0.265924 0.251429 0.2488 0.233532
threshold=0 1 2 44.07500000000001 10087555000.000002 3 4 42.500000000000007 33.500000000000007 21.500000000000004 19.500000000000004 5 6 20.500000000000004 81.500000000000014 1557465000.0000002 32.500000000000007 7 5.5000000000000009 8 9 46.500000000000007 84.500000000000014 4.5000000000000009 3681544000.0000005 36.500000000000007 24.500000000000004 56.500000000000007 6.5000000000000009 40.250000000000007
decision_type=9 9 9 10 10 9 9 8 10 10 10 9 9 8 8 8 10 9 8 9 9 10 10 10 8 10 10 10 10 10
left_child=2 16 3 14 5 6 15 8 9 10 -8 20 13 28 -1 -3 -2 18 -14 21 -7 26 -23 -17 -4 -15 -19 -22 -13 -26
right_child=1 4 24 -5 -6 11 7 -9 -10 -11 -12 12 17 25 -16 23 -18 19 -20 -21 27 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-7.3173587596558974e-05 6.5573009430800984e-06 -0.000233125681922721 6.9373666174945937e-05 2.3569415506641444e-05 1.1940701425516803e-05 2.3336099228788734e-05 3.0285515035610909e-05 -5.962614147017864e-06 5.789706573032089e-05 -0.00072499824688137496 0.00089462145414615966 8.3492382726290492e-07 -2.4221666039161271e-06 3.1790690937733445e-05 8.6218470247107509e-06 -3.0690894952117235e-05 -2.1793888956359861e-05 -3.5944101521524437e-06 7.2868362581308017e-05 -3.1289026718573681e-05 3.2726868726513974e-06 0.00018726569866035319 -0.00022780253637394402 3.4335702507264603e-06 2.5236210511879457e-05 -5.8392171169043286e-06 -2.961229473960211e-05 -0.0012288573656522356 -0.00022130465034919799 -2.1112577663819418e-07
leaf_weight=93 68 37 25 39 47 120 207 121 27 50 26 31 87 35 34 108 269 188 26 271 142 29 45 505 110 26 56 28 31 33
leaf_count=93 68 37 25 39 47 120 207 121 27 50 26 31 87 35 34 108 269 188 26 271 142 29 45 505 110 26 56 28 31 33
internal_value=0.000159176 -0.00016982 0.00262029 0.000768361 8.34063e-05 -1.09249e-05 0.000582417 0.00161991 0.00244373 0.00192958 0.00268376 -0.000586147 -0.00102871 0.00110448 -0.000531251 -0.00012103 -0.0018046 -0.00141375 0.000548386 -0.00179333 0.000664451 -0.000826749 0.00138667 0.000110748 0.0042905 0.00380645 -0.00153469 -0.00044199 -0.00139683 0.00380555
internal_weight=2914 2580 334 166 2243 2196 1081 431 310 283 233 1115 825 123 127 650 337 702 113 589 290 318 74 613 168 61 244 170 62 143
internal_count=2914 2580 334 166 2243 2196 1081 431 310 283 233 1115 825 123 127 650 337 702 113 589 290 318 74 613 168 61 244 170 62 143
cat_boundaries=0 17 34 35 37 38 46 47 49 50 51
cat_threshold=268435459 268435456 33554432 0 524290 0 0 8192 0 8224 32768 384 16 0 67108864 0 1073741952 0 16 536870912 2097152 32 64 0 805306368 33556480 134217728 0 64 268435456 0 0 0 16 1081634 1157152 32 92 0 0 1048576 2052 0 134217728 131072 131072 4 0 4112 67108864 147520
is_linear=0
shrinkage=0.04


Tree=897
num_leaves=31
num_cat=13
split_feature=7 8 4 2 2 12 8 2 11 12 2 8 2 2 3 13 12 2 2 2 3 3 6 2 12 7 2 2 4 12
split_gain=1.05247 0.802891 0.683527 0.861732 1.15771 0.409363 0.473578 0.653331 0.427954 0.38408 0.344517 0.335854 0.404318 0.438647 0.335459 0.304053 0.299578 0.383333 0.300659 0.2503 0.445909 0.430202 0.353537 0.312237 0.270262 0.243601 0.227868 0.308216 0.309036 0.21744
threshold=0 1 6050.0000000000009 38.500000000000007 19.500000000000004 2 3 29.500000000000004 4 5 11.500000000000002 6 332.00000000000006 104.50000000000001 2014.5000000000002 7 8 55.500000000000007 20.500000000000004 17.500000000000004 2002.5000000000002 2019.5000000000002 9 7.5000000000000009 10 11 81.500000000000014 155.00000000000003 2114435000.0000002 12
decision_type=9 9 10 8 10 9 9 10 9 9 8 9 10 10 10 9 9 10 8 8 8 8 9 10 9 9 8 8 10 9
left_child=25 9 5 4 -4 14 7 10 -8 -2 -7 -10 13 19 15 16 -3 18 -18 21 -21 -13 -23 -24 -22 -1 -5 -28 -29 -27
right_child=1 2 3 26 -6 6 8 -9 11 -11 -12 12 -14 -15 -16 -17 17 -19 -20 20 24 22 23 -25 -26 29 27 28 -30 -31
leaf_value=-2.1603772377702513e-05 2.5046990174585253e-06 3.997284311780651e-05 1.8094413797171782e-06 -0.00091662150122049214 3.7821068222857047e-05 1.2822662064428807e-05 -5.9100795878113129e-05 0.00070782901936531956 3.1897043924001849e-05 -2.9790514021134184e-05 -0.001185154839353556 -5.3303931254158722e-05 -0.00014081392005173228 9.1558598159310471e-06 -9.0437054801853917e-06 1.0895639268251111e-05 2.0393264767169331e-07 -7.6879238001643012e-06 0.00095842866220572558 0.00011214465978184945 -2.5373093388080208e-06 2.3684522781791904e-06 4.358630471488291e-05 0.00014858594381053948 -2.6369668068473522e-05 6.8357644246408405e-07 3.2615294435606523e-05 3.3679179981151023e-05 -1.9655970867704147e-05 -7.842204405897377e-06
leaf_weight=105 124 116 58 27 25 27 253 46 112 224 33 99 40 38 52 323 44 31 28 46 160 155 72 49 177 130 25 35 31 239
leaf_count=105 124 116 58 27 25 27 253 46 112 224 33 99 40 38 52 323 44 31 28 46 160 155 72 49 177 130 25 35 31 239
internal_value=0.000103931 0.000438845 0.0007345 0.00295049 0.00604762 0.000502628 0.000100151 0.00252991 -0.000135314 -0.00131476 -9.3804e-10 0.000258602 -2.83362e-05 0.000170639 0.00136198 0.00167956 0.0028 0.000947368 0.00263014 -4.21617e-05 -0.000760418 0.000691488 0.0015018 0.003 -0.00126627 -0.0016 0.000739495 0.00169565 0.000238805 -0.00104211
internal_weight=2924 2450 2102 201 83 1901 1307 106 1201 348 60 948 836 796 594 542 219 103 72 758 383 375 276 121 337 474 118 91 66 369
internal_count=2924 2450 2102 201 83 1901 1307 106 1201 348 60 948 836 796 594 542 219 103 72 758 383 375 276 121 337 474 118 91 66 369
cat_boundaries=0 18 47 49 70 72 74 97 98 100 101 102 118 120
cat_threshold=16384 268435457 604241920 524800 2 2 0 272629760 65536 134225936 0 2097152 128 268435456 0 32 0 128 1342177280 0 0 0 2147549184 0 0 0 1 0 0 2052 10240 0 0 0 0 0 33554432 8192 0 0 4194304 8 0 1073758208 0 0 524288 26656 34 0 0 0 0 0 0 0 2147483648 0 32768 0 0 0 512 268435456 0 0 0 0 0 128 16416 512 67175488 32 16 8 0 0 0 1 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 16777216 12 2080 32 284 17858562 16384 1 262144 0 0 0 0 4194304 0 134217744 0 2097152 0 0 0 32 17958976 32
is_linear=0
shrinkage=0.04


Tree=898
num_leaves=31
num_cat=17
split_feature=7 8 9 12 7 11 1 12 6 12 3 0 0 13 12 13 3 0 0 0 1 1 6 13 15 6 3 3 0 12
split_gain=1.42859 1.07928 0.788523 0.70994 0.592662 0.59371 0.571161 0.477051 0.472891 0.456676 0.490419 0.340075 0.32081 0.318139 0.366422 0.298033 0.276888 0.306226 0.267442 0.547557 0.245948 0.220775 0.212394 0.204342 0.192948 0.163144 0.276465 0.168609 0.15177 0.149119
threshold=0 1 2 3 4 5 5.5000000000000009 6 7 8 2019.5000000000002 40.250000000000007 36.900000000000006 9 10 11 2003.5000000000002 31.500000000000004 29.500000000000004 40.250000000000007 4.5000000000000009 4.5000000000000009 12 13 14 15 1976.5000000000002 2004.5000000000002 39.07500000000001 16
decision_type=9 9 9 9 9 9 10 9 9 9 10 10 10 9 9 9 10 10 10 10 10 10 9 9 9 9 10 10 10 9
left_child=2 3 8 11 -3 9 12 -7 28 10 15 16 -4 20 18 -6 17 23 -15 -20 -5 -14 -11 -2 -9 26 -17 -27 -1 -24
right_child=1 4 6 13 5 7 -8 24 -10 22 -12 -13 21 14 -16 25 -18 -19 19 -21 -22 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=2.7888135091719686e-05 4.0545923468515604e-05 -2.16313986491164e-05 1.9329133377804424e-05 1.7953160880062492e-05 -6.8761787672979427e-05 -8.3993429083296014e-05 -0.00034218437166723723 -5.2521266357035483e-06 1.0830158519325287e-05 -3.3083546353909174e-06 7.4162646218984125e-05 -0.0001145182536928815 -0.00013559185858943778 -5.4272876573151218e-06 -1.8274168219755685e-06 9.8152393887692647e-08 -0.00010892597756765099 3.0396622365076116e-05 6.9403446964070179e-05 4.0358126772893312e-05 5.4727073489759931e-05 5.2085230151277532e-06 3.6753649795528513e-05 -6.2819407280553354e-05 2.2607807210306418e-07 -8.9140775890607975e-07 -0.0015064267750595204 9.9018248693219033e-05 0.00017138957545290455 2.823906320066001e-06
leaf_weight=59 107 212 25 46 258 259 41 129 113 152 29 41 40 56 129 99 27 29 48 44 100 117 102 142 176 95 39 25 46 168
leaf_count=59 107 212 25 46 258 259 41 129 113 152 29 41 40 56 129 99 27 29 48 44 100 117 102 142 176 95 39 25 46 168
internal_value=-4.46861e-05 -0.000415379 0.00202655 0.00082564 -0.000964653 -0.000677044 0.000290597 -0.00169739 0.00370306 -6.95306e-05 -0.000827339 -0.000515407 0.00126776 0.00190783 0.00101389 -0.00112959 -6.53604e-05 0.000315411 0.00231446 0.00378495 0.00341401 0.000582278 0.000905311 -0.000144001 -0.000569621 -0.00011896 -0.00102014 0.00091603 0.00568965 0.00156584
internal_weight=2953 2512 441 769 1743 1531 223 564 218 967 545 346 182 423 277 516 305 278 148 92 146 157 422 249 305 258 138 120 105 270
internal_count=2953 2512 441 769 1743 1531 223 564 218 967 545 346 182 423 277 516 305 278 148 92 146 157 422 249 305 258 138 120 105 270
cat_boundaries=0 17 46 48 50 67 70 72 73 74 75 76 77 78 79 80 81 83
cat_threshold=268435459 17 33554432 0 524288 134225920 0 536879104 2048 134217760 32 128 0 0 67108864 0 144 0 4 0 134217728 2147483648 0 0 0 0 32768 0 0 0 512 268435456 0 0 0 33558528 8192 0 0 16777216 0 0 32768 0 0 524288 128 18432 16868672 2 0 0 1141112832 2097156 0 0 0 0 33554432 0 32768 256 268435456 0 0 32 1073741824 67125252 9216 524288 67258402 32 14 1215746 12 68190210 2 448 12 67108864 154 16785472 2
is_linear=0
shrinkage=0.04


Tree=899
num_leaves=31
num_cat=8
split_feature=8 8 12 2 12 4 10 2 4 3 2 2 2 12 2 1 9 1 3 2 2 2 2 6 2 2 2 2 3 1
split_gain=1.14338 0.686682 0.786641 0.817695 0.597408 0.589609 0.531878 1.2703 0.449715 0.346294 0.381144 0.281897 0.296126 0.283752 0.496757 0.325537 0.321478 0.281428 0.277955 0.271316 0.900747 0.252425 0.233897 0.41398 0.507061 0.506153 0.635605 0.410931 0.230439 0.243351
threshold=0 1 2 50.500000000000007 3 141.00000000000003 4 7.5000000000000009 1373290000.0000002 2020.5000000000002 6.5000000000000009 1.5000000000000002 2.5000000000000004 5 321.00000000000006 4.5000000000000009 6 5.5000000000000009 2020.5000000000002 147.50000000000003 86.500000000000014 34.500000000000007 13.500000000000002 7 52.500000000000007 23.500000000000004 28.500000000000004 28.500000000000004 1997.5000000000002 5.5000000000000009
decision_type=9 9 9 8 9 8 9 10 8 8 8 8 8 9 10 8 9 8 8 10 10 10 8 9 10 8 10 10 8 10
left_child=28 2 3 -2 5 -3 11 -8 -4 -10 -11 -6 -13 14 16 -15 -14 -12 -18 20 22 -9 -17 24 25 -24 -27 -25 -1 -30
right_child=1 4 8 -5 6 -7 7 21 9 10 17 12 13 15 -16 19 18 -19 -20 -21 -22 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=4.2551827222349471e-05 3.4779419809848045e-05 2.0699570011429197e-05 -0.00014596401122468896 7.1982985177567404e-05 1.8403358530785047e-05 -4.3369327855038116e-06 -0.00016193510864172828 0.00014778896135481288 -3.6029510093423118e-05 8.1157000260820183e-05 -1.6023014325971913e-05 -0.00095504520855038395 -4.3732170616990304e-05 -0.00010983418067533596 6.2046187113890431e-05 4.3968530670322494e-05 -0.0010364134195121103 1.8648434902293521e-05 1.3226706905514006e-05 -2.4401141576246297e-05 0.00010634695575830949 1.2773402368115692e-05 -2.0659961057779942e-07 -0.00266703591757953 -2.3303795783144547e-05 0.0001661023296671902 8.095349998224023e-06 3.6184781412592264e-05 -1.249860090718633e-05 4.1554136337810972e-06
leaf_weight=27 87 25 43 33 41 940 45 27 39 36 97 25 329 32 26 112 25 33 87 37 28 31 45 66 31 33 53 42 380 77
leaf_count=27 87 25 43 33 41 940 45 27 39 36 97 25 329 32 26 112 25 33 87 37 28 31 45 66 31 33 53 42 380 77
internal_value=0.000106375 0.000458722 0.00202638 0.00458015 0.000172165 -0.00055328 0.000799289 0.00340351 0.000648648 0.00145631 0.0022515 0.000500488 0.000366254 0.00048152 -0.000225942 0.00115102 -0.000552037 0.00122137 0.00123577 0.00145536 0.00175182 0.00759322 0.00123238 0.000590405 0.00180347 0.003 0.00478161 -0.00127731 -0.00164849 -0.0018952
internal_weight=2932 2448 368 120 2080 965 1115 103 248 205 166 1012 971 946 467 479 441 130 112 447 410 58 382 270 162 131 86 108 484 457
internal_count=2932 2448 368 120 2080 965 1115 103 248 205 166 1012 971 946 467 479 441 130 112 447 410 58 382 270 162 131 86 108 484 457
cat_boundaries=0 29 58 60 61 62 64 66 67
cat_threshold=268435472 1048584 0 0 65536 0 262144 2147483648 1 0 0 33554432 10240 0 0 0 0 0 4096 2048 2147483648 0 0 0 0 16384 64 0 128 0 2052 4 134217728 8192 0 0 0 0 32768 0 131076 0 0 0 0 0 0 33554432 8192 256 0 0 0 0 32768 0 0 524288 26688 32 16935170 272 1082368 32 0 14480 332
is_linear=0
shrinkage=0.04


end of trees

feature_importances:
employees=7916
weekly_hours_final=3182
sigungu=2545
founded=2408
revenue=1985
industry=1672
job_category=1419
work_days=1288
career=1054
ksco_code=962
hire_count=668
employ_type=645
severance=336
기업규모구간=285
work_form=268
기업형태=132
is_fulltime=108
insurance=66
education=61

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: 0.9]
[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"]]
